From a335ace1ee6af4bcfcd607bd4808bfad705d39b0 Mon Sep 17 00:00:00 2001
From: "Gervaise H. Henry" <gervaise.henry@utsouthwestern.edu>
Date: Wed, 1 Jan 2020 21:34:41 -0600
Subject: [PATCH] Get repository working

---
 config.toml                              |    12 +-
 data/repository/filters.json             |    66 +
 data/repository/repository.json          | 10152 +++++++++++++++++++++
 data/scRNAseq_huPr_D/updated_cleaned.csv |   292 -
 layouts/custom/contact.html              |     8 +-
 layouts/custom/hu.donor.deep.html        |    18 +-
 layouts/custom/hu.donor.shallow.html     |   318 +-
 layouts/custom/people.html               |     4 +
 layouts/custom/publications.html         |    53 +-
 layouts/custom/repository.html           |  1073 ++-
 layouts/custom/research.html             |   116 +-
 layouts/custom/sc.data.html              |     8 +-
 12 files changed, 11429 insertions(+), 691 deletions(-)
 create mode 100644 data/repository/filters.json
 create mode 100644 data/repository/repository.json
 delete mode 100644 data/scRNAseq_huPr_D/updated_cleaned.csv

diff --git a/config.toml b/config.toml
index 22ac651..4acf35b 100644
--- a/config.toml
+++ b/config.toml
@@ -49,12 +49,12 @@ paginate = 10
     weight = 3
     identifier = "publications"
     url = "/publications/"
-#  [[menu.main]]
-#    name = "Biorepository"
-#    pre = "<i class='fas fa-stethoscope fa-fw'></i>"
-#    weight = 4
-#    identifier = "repository"
-#    url = "/repository/"
+  [[menu.main]]
+    name = "Biorepository"
+    pre = "<i class='fas fa-stethoscope fa-fw'></i>"
+    weight = 4
+    identifier = "repository"
+    url = "/repository/"
   [[menu.main]]
     name = "Single-Cell Data"
     pre = "<i class='fas fa-chart-bar fa-fw'></i>"
diff --git a/data/repository/filters.json b/data/repository/filters.json
new file mode 100644
index 0000000..633c958
--- /dev/null
+++ b/data/repository/filters.json
@@ -0,0 +1,66 @@
+[
+    {"id": "disease", "parent": "#", "text": "Disease Phenotype",  "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "disease.d", "parent":"disease", "text": "Donor (normal)"},
+    {"id": "disease.b", "parent":"disease", "text": "BPH"},
+    {"id": "disease.c", "parent":"disease", "text": "Prostate Cancer"},
+    {"id": "demographics", "parent": "#", "text": "Demographics",  "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "ethnicity", "parent":"demographics", "text": "Ethnicity", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "ethn.aa", "parent":"ethnicity", "text": "African American"},
+    {"id": "ethn.as", "parent":"ethnicity", "text": "Asian"},
+    {"id": "ethn.ca", "parent":"ethnicity", "text": "Caucasian"},
+    {"id": "ethn.hi", "parent":"ethnicity", "text": "Hispanic"},
+    {"id": "ethn.uk", "parent":"ethnicity", "text": "Unknown Ethnicity"},
+    {"id": "age", "parent":"demographics", "text": "Age", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "age.40", "parent":"age", "text": "<40yo"},
+    {"id": "age.50", "parent":"age", "text": "41-50yo"},
+    {"id": "age.60", "parent":"age", "text": "51-60yo"},
+    {"id": "age.70", "parent":"age", "text": "61-70yo"},
+    {"id": "age.80", "parent":"age", "text": "71-80yo"},
+    {"id": "age.90", "parent":"age", "text": "81-90yo"},
+    {"id": "age.100", "parent":"age", "text": "91+yo"},
+    {"id": "age.uk", "parent":"age", "text": "Unknown Age"},
+    {"id": "clinical", "parent":"#", "text": "Clinical Features", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "bmi", "parent":"clinical", "text": "BMI", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "bmi.uw", "parent":"bmi", "text": "Underweight"},
+    {"id": "bmi.nw", "parent":"bmi", "text": "Normal"},
+    {"id": "bmi.ow", "parent":"bmi", "text": "Overweight"},
+    {"id": "bmi.ob", "parent":"bmi", "text": "Obese"},
+    {"id": "bmi.vo", "parent":"bmi", "text": "Very Obese"},
+    {"id": "bmi.so", "parent":"bmi", "text": "Severely Obese"},
+    {"id": "bmi.uk", "parent":"bmi", "text": "Unknown BMI"},
+    {"id": "t2d", "parent":"clinical", "text": "Type 2 Diabetes", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "t2d.y", "parent":"t2d", "text": "Yes"},
+    {"id": "t2d.n", "parent":"t2d", "text": "No"},
+    {"id": "t2d.uk", "parent":"t2d", "text": "Unknown"},
+    {"id": "bph", "parent":"clinical", "text": "BPH Features", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "bphsurgery", "parent":"bph", "text": "BPH Surgery", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "bphsurg.simp", "parent":"bphsurgery", "text": "Simple Prostatectomy"},
+    {"id": "bphsurg.turp", "parent":"bphsurgery", "text": "TURP"},
+    {"id": "bphsurg.uk", "parent":"bphsurgery", "text": "Unknown Surgery"},
+    {"id": "5ari", "parent":"bph", "text": "5ARI", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "5ari.y", "parent":"5ari", "text": "Yes 5ARI"},
+    {"id": "5ari.n", "parent":"5ari", "text": "No 5ARI"},
+    {"id": "5ari.uk", "parent":"5ari", "text": "Unknown 5ARI"},
+    {"id": "5aril", "parent":"bph", "text": "5ARI Length (months)", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "5aril.10", "parent":"5aril", "text": "<10mnths 5ARI"},
+    {"id": "5aril.20", "parent":"5aril", "text": "10-20mnths 5ARI"},
+    {"id": "5aril.30", "parent":"5aril", "text": "20+mnths 5ARI"},
+    {"id": "5aril.uk", "parent":"5aril", "text": "Unknown 5ARI"},
+    {"id": "5aril.na", "parent":"5aril", "text": "NA 5ARI"},
+    {"id": "prostatevol", "parent":"clinical", "text": "Prostate Volume", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "prvol.low", "parent":"prostatevol", "text": "Low Volumne"},
+    {"id": "prvol.med", "parent":"prostatevol", "text": "Medium Volume"},
+    {"id": "prvol.hi", "parent":"prostatevol", "text": "High Volume"},
+    {"id": "prvol.vhi", "parent":"prostatevol", "text": "Very High Volume"},
+    {"id": "prvol.uk", "parent":"prostatevol", "text": "Unknown Volume"},
+    {"id": "repo", "parent":"#", "text": "Repository", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "repo.pr", "parent":"repo", "text": "Prostate", "a_attr": { "class": "no_checkbox" }, "disabled": true},
+    {"id": "repo.pr.cry", "parent":"repo.pr", "text": "Pr Cryopreserved Cells"},
+    {"id": "repo.pr.ff", "parent":"repo.pr", "text": "Pr Flash Frozen Tissue"},
+    {"id": "repo.pr.ffpe", "parent":"repo.pr", "text": "Pr FFPE"},
+    {"id": "repo.pr.oct", "parent":"repo.pr", "text": "Pr OCT"},
+    {"id": "repo.bl", "parent":"repo", "text": "Bladder"},
+    {"id": "repo.sv", "parent":"repo", "text": "Seminal Vesicle"},
+    {"id": "repo.vd", "parent":"repo", "text": "Vas Deferencec"},
+    {"id": "repo.ut", "parent":"repo", "text": "Ureter"}
+]
\ No newline at end of file
diff --git a/data/repository/repository.json b/data/repository/repository.json
new file mode 100644
index 0000000..d030e11
--- /dev/null
+++ b/data/repository/repository.json
@@ -0,0 +1,10152 @@
+[
+  {
+    "PatientID": "dws000001",
+    "Study ID": 1,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 62,
+    "Ethnicity": "Cauc",
+    "AUASS": 21,
+    "Peak flowrate": 6.1,
+    "Post void residual": 157,
+    "Prostate volume": 100,
+    "PSA": 9.62,
+    "Urinary retention": 1,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": 60,
+    "BMI": 29.1,
+    "Type 2 diabetes": 1,
+    "Blood glucose": 286,
+    "HBA1c": 7.2,
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000002",
+    "Study ID": 2,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 65,
+    "Ethnicity": "Hisp",
+    "AUASS": "unknown",
+    "Peak flowrate": 4.1,
+    "Post void residual": 76,
+    "Prostate volume": 200,
+    "PSA": 10.9,
+    "Urinary retention": 1,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": 48,
+    "BMI": 29.9,
+    "Type 2 diabetes": 0,
+    "Blood glucose": 164,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000003",
+    "Study ID": 3,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 70,
+    "Ethnicity": "Cauc",
+    "AUASS": 8,
+    "Peak flowrate": 4.1,
+    "Post void residual": 170,
+    "Prostate volume": 208.9,
+    "PSA": 2,
+    "Urinary retention": 0,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 32.7,
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000004",
+    "Study ID": 4,
+    "Disease Status": "BPH",
+    "BPH surgery": "TURP",
+    "Age": 61,
+    "Ethnicity": "Cauc",
+    "AUASS": 13,
+    "Peak flowrate": 7.7,
+    "Post void residual": 200,
+    "Prostate volume": 33,
+    "PSA": 1,
+    "Urinary retention": 0,
+    "5ARI": 1,
+    "5ARI length (months)": "unknown",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 28.2,
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 0,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000005",
+    "Study ID": 5,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 83,
+    "Ethnicity": "Cauc",
+    "AUASS": "unknown",
+    "Peak flowrate": "unknown",
+    "Post void residual": 457,
+    "Prostate volume": 138,
+    "PSA": 4.36,
+    "Urinary retention": 1,
+    "5ARI": 1,
+    "5ARI length (months)": "unknown",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 27.2,
+    "Type 2 diabetes": 0,
+    "Blood glucose": 112,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000006",
+    "Study ID": 6,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 61,
+    "Ethnicity": "Cauc",
+    "AUASS": 17,
+    "Peak flowrate": 10.2,
+    "Post void residual": 620,
+    "Prostate volume": 117,
+    "PSA": 3.6,
+    "Urinary retention": 0,
+    "5ARI": 1,
+    "5ARI length (months)": "unknown",
+    "Alpha blocker": 0,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 31.5,
+    "Type 2 diabetes": 0,
+    "Blood glucose": 144,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 0,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 1,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000007",
+    "Study ID": 7,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 54,
+    "Ethnicity": "Hisp",
+    "AUASS": 17,
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": 111.7,
+    "PSA": 14.2,
+    "Urinary retention": 1,
+    "5ARI": 1,
+    "5ARI length (months)": "unknown",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 28.3,
+    "Type 2 diabetes": 1,
+    "Blood glucose": 224,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 1,
+    "Flash frozen": 0,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000008",
+    "Study ID": 8,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 80,
+    "Ethnicity": "Cauc",
+    "AUASS": 17,
+    "Peak flowrate": 3.1,
+    "Post void residual": 146,
+    "Prostate volume": 140,
+    "PSA": 6.7,
+    "Urinary retention": 1,
+    "5ARI": 1,
+    "5ARI length (months)": "unknown",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 27.8,
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 0,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 1,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000009",
+    "Study ID": 9,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 73,
+    "Ethnicity": "Cauc",
+    "AUASS": 17,
+    "Peak flowrate": 10.3,
+    "Post void residual": 141,
+    "Prostate volume": 130,
+    "PSA": 8.92,
+    "Urinary retention": 1,
+    "5ARI": 1,
+    "5ARI length (months)": 17,
+    "Alpha blocker": 0,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 31.8,
+    "Type 2 diabetes": 1,
+    "Blood glucose": 169,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 1,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000010",
+    "Study ID": 10,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 67,
+    "Ethnicity": "Cauc",
+    "AUASS": 26,
+    "Peak flowrate": 2.6,
+    "Post void residual": 323,
+    "Prostate volume": 160,
+    "PSA": 9.2,
+    "Urinary retention": 0,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 29.8,
+    "Type 2 diabetes": 0,
+    "Blood glucose": 112,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 1,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000011",
+    "Study ID": 11,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 56,
+    "Ethnicity": "Cauc",
+    "AUASS": "unknown",
+    "Peak flowrate": 3.3,
+    "Post void residual": 313,
+    "Prostate volume": 110,
+    "PSA": "unknown",
+    "Urinary retention": 0,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 1,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 25.5,
+    "Type 2 diabetes": 0,
+    "Blood glucose": 127,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 0,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000012",
+    "Study ID": 12,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 68,
+    "Ethnicity": "Cauc",
+    "AUASS": 31,
+    "Peak flowrate": 11.4,
+    "Post void residual": 545,
+    "Prostate volume": 150,
+    "PSA": 7.1,
+    "Urinary retention": 1,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 0,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 31.4,
+    "Type 2 diabetes": 1,
+    "Blood glucose": 217,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 1,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000013",
+    "Study ID": 13,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 71,
+    "Ethnicity": "Cauc",
+    "AUASS": "unknown",
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": 140,
+    "PSA": 3.2,
+    "Urinary retention": 1,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 0,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 30.3,
+    "Type 2 diabetes": 0,
+    "Blood glucose": 121,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 1,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 0,
+    "Matching Seminal vesicle": 0,
+    "Matching vas deferens": 0,
+    "Matching ureter": 0
+  },
+  {
+    "PatientID": "dws000014",
+    "Study ID": 14,
+    "Disease Status": "BPH",
+    "BPH surgery": "Simple",
+    "Age": 60,
+    "Ethnicity": "AA",
+    "AUASS": 9,
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": 106.4,
+    "PSA": 5.74,
+    "Urinary retention": 0,
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": 0,
+    "Alpha blocker length (months)": "unknown",
+    "BMI": 39.1,
+    "Type 2 diabetes": 0,
+    "Blood glucose": 95,
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 1,
+    "Hypertension": 1,
+    "Serum": 0,
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+  {
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+    "Urinary retention": "unknown",
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": "na",
+    "Alpha blocker length (months)": "na",
+    "BMI": "unknown",
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 0,
+    "Serum": 1,
+    "Urine": 1,
+    "Buffy coat": 1,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 1,
+    "Matching Seminal vesicle": 1,
+    "Matching vas deferens": 1,
+    "Matching ureter": 1
+  },
+  {
+    "PatientID": "dws000286",
+    "Study ID": "D38",
+    "Disease Status": "Donor",
+    "BPH surgery": "na",
+    "Age": 25,
+    "Ethnicity": "unknown",
+    "AUASS": "unknown",
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": 21,
+    "PSA": "unknown",
+    "Urinary retention": "unknown",
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": "na",
+    "Alpha blocker length (months)": "na",
+    "BMI": "unknown",
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 0,
+    "Serum": 1,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 1,
+    "Matching Seminal vesicle": 1,
+    "Matching vas deferens": 1,
+    "Matching ureter": 1
+  },
+  {
+    "PatientID": "dws000287",
+    "Study ID": "D39",
+    "Disease Status": "Donor",
+    "BPH surgery": "na",
+    "Age": 32,
+    "Ethnicity": "unknown",
+    "AUASS": "unknown",
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": 20,
+    "PSA": "unknown",
+    "Urinary retention": "unknown",
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": "na",
+    "Alpha blocker length (months)": "na",
+    "BMI": "unknown",
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 0,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 1,
+    "Matching Seminal vesicle": 1,
+    "Matching vas deferens": 1,
+    "Matching ureter": 1
+  },
+  {
+    "PatientID": "dws000288",
+    "Study ID": "D40",
+    "Disease Status": "Donor",
+    "BPH surgery": "na",
+    "Age": 40,
+    "Ethnicity": "unknown",
+    "AUASS": "unknown",
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": "unknown",
+    "PSA": "unknown",
+    "Urinary retention": "unknown",
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": "na",
+    "Alpha blocker length (months)": "na",
+    "BMI": "unknown",
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 0,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 1,
+    "Matching Seminal vesicle": 1,
+    "Matching vas deferens": 1,
+    "Matching ureter": 1
+  },
+  {
+    "PatientID": "dws000289",
+    "Study ID": "D41",
+    "Disease Status": "Donor",
+    "BPH surgery": "na",
+    "Age": 50,
+    "Ethnicity": "unknown",
+    "AUASS": "unknown",
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": 34,
+    "PSA": "unknown",
+    "Urinary retention": "unknown",
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": "na",
+    "Alpha blocker length (months)": "na",
+    "BMI": "unknown",
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 0,
+    "Serum": 1,
+    "Urine": 1,
+    "Buffy coat": 1,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 1,
+    "Matching Seminal vesicle": 1,
+    "Matching vas deferens": 1,
+    "Matching ureter": 1
+  },
+  {
+    "PatientID": "dws000290",
+    "Study ID": "D42",
+    "Disease Status": "Donor",
+    "BPH surgery": "na",
+    "Age": 40,
+    "Ethnicity": "unknown",
+    "AUASS": "unknown",
+    "Peak flowrate": "unknown",
+    "Post void residual": "unknown",
+    "Prostate volume": 27,
+    "PSA": "unknown",
+    "Urinary retention": "unknown",
+    "5ARI": 0,
+    "5ARI length (months)": "na",
+    "Alpha blocker": "na",
+    "Alpha blocker length (months)": "na",
+    "BMI": "unknown",
+    "Type 2 diabetes": 0,
+    "Blood glucose": "unknown",
+    "HBA1c": "unknown",
+    "Hyperlipidemia": 0,
+    "Hypertension": 0,
+    "Serum": 0,
+    "Urine": 0,
+    "Buffy coat": 0,
+    "Cryopreserved single cells": 0,
+    "Flash frozen": 1,
+    "Paraffin block": 1,
+    "OCT block": 1,
+    "Matching bladder": 1,
+    "Matching Seminal vesicle": 1,
+    "Matching vas deferens": 1,
+    "Matching ureter": 1
+  }
+]
diff --git a/data/scRNAseq_huPr_D/updated_cleaned.csv b/data/scRNAseq_huPr_D/updated_cleaned.csv
deleted file mode 100644
index a9533ca..0000000
--- a/data/scRNAseq_huPr_D/updated_cleaned.csv
+++ /dev/null
@@ -1,292 +0,0 @@
-PatientID,Study ID,Disease Status,BPH surgery,Age,Ethnicity,AUASS,Peak flowrate,Post void residual,Prostate volume,PSA,Urinary retention,5ARI,5ARI length (months),Alpha blocker,Alpha blocker length (months),BMI,Type 2 diabetes,Blood glucose,HBA1c,Hyperlipidemia,Hypertension,Serum,Urine,Buffy coat,Cryopreserved single cells,Flash frozen,Paraffin block,OCT block,Matching bladder,Matching Seminal vesicle,Matching vas deferens,Matching ureter
-bph00001,1,BPH,Simple,62,Cauc,21,6.1,157,100,9.62,1,0,NULL,1,60,29.1,1,286,7.2,1,1,0,0,0,0,1,1,1,0,0,0,0
-bph00002,2,BPH,Simple,65,Hisp,NULL,4.1,76,200,10.9,1,0,NULL,1,48,29.9,0,164,NULL,1,1,0,0,0,0,1,1,1,0,0,0,0
-bph00003,3,BPH,Simple,70,Cauc,8,4.1,170,208.9,2,0,0,NULL,1,NULL,32.7,0,NULL,NULL,1,1,0,0,0,0,1,1,1,0,0,0,0
-bph00004,4,BPH,TURP,61,Cauc,13,7.7,200,33,1,0,1,NULL,1,NULL,28.2,0,NULL,NULL,1,0,0,0,0,0,1,1,1,0,0,0,0
-bph00005,5,BPH,Simple,83,Cauc,NULL,NULL,457,138,4.36,1,1,NULL,1,NULL,27.2,0,112,NULL,0,1,0,0,0,0,1,1,1,0,0,0,0
-bph00006,6,BPH,Simple,61,Cauc,17,10.2,620,117,3.6,0,1,NULL,0,NULL,31.5,0,144,NULL,1,0,0,0,0,1,1,1,1,0,0,0,0
-bph00007,7,BPH,Simple,54,Hisp,17,NULL,NULL,111.7,14.2,1,1,NULL,1,NULL,28.3,1,224,NULL,1,1,0,0,0,1,0,1,1,0,0,0,0
-bph00008,8,BPH,Simple,80,Cauc,17,3.1,146,140,6.7,1,1,NULL,1,NULL,27.8,0,NULL,NULL,1,0,0,0,0,1,1,1,1,0,0,0,0
-bph00009,9,BPH,Simple,73,Cauc,17,10.3,141,130,8.92,1,1,17,0,NULL,31.8,1,169,NULL,0,1,0,0,0,1,1,1,1,0,0,0,0
-bph00010,10,BPH,Simple,67,Cauc,26,2.6,323,160,9.2,0,0,NULL,1,NULL,29.8,0,112,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00011,11,BPH,Simple,56,Cauc,NULL,3.3,313,110,NULL,0,0,NULL,1,NULL,25.5,0,127,NULL,0,0,0,0,0,0,1,1,1,0,0,0,0
-bph00012,12,BPH,Simple,68,Cauc,31,11.4,545,150,7.1,1,0,NULL,0,NULL,31.4,1,217,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00013,13,BPH,Simple,71,Cauc,NULL,NULL,NULL,140,3.2,1,0,NULL,0,NULL,30.3,0,121,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00014,14,BPH,Simple,60,AA,9,NULL,NULL,106.4,5.74,0,0,NULL,0,NULL,39.1,0,95,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00015,20,BPH,Simple,58,Cauc,NULL,12.3,219,158,21.33,0,1,60,1,NULL,28.4,1,133,6.6,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00016,24,BPH,Simple,67,Cauc,19,3.8,147,126,4.85,0,1,24,1,NULL,26.2,0,NULL,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00017,54,BPH,Simple,74,Cauc,15,12.2,260,207,6,0,1,NULL,1,NULL,27.9,0,104,NULL,0,1,0,0,0,1,1,1,1,0,0,0,0
-bph00018,60,BPH,Simple,61,Cauc,NULL,NULL,NULL,254,7.5,1,0,NULL,1,NULL,30.8,0,107,NULL,1,1,0,0,0,0,1,1,1,0,0,0,0
-bph00019,61,BPH,Simple,68,Cauc,13,9.8,373,107,6.7,0,0,NULL,0,NULL,26.2,0,124,NULL,1,0,0,0,0,1,1,1,1,0,0,0,0
-bph00020,65,BPH,Simple,56,AA,22,NULL,NULL,200,6.7,0,1,discontinued,1,NULL,33.9,0,100,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00021,76,BPH,Simple,72,unknown,NULL,29.5,401,142,3.4,1,1,NULL,1,NULL,23,0,93,NULL,0,0,0,0,0,1,1,1,1,0,0,0,0
-bph00022,81,BPH,Simple,65,Cauc,NULL,13.6,50,100,13.3,0,0,NULL,1,12,34.8,0,117,NULL,0,1,0,0,0,1,1,1,1,0,0,0,0
-bph00023,85,BPH,Simple,74,Cauc,NULL,NULL,272,240,14.63,0,0,NULL,0,NULL,31.4,0,136,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00024,89,BPH,Simple,64,Cauc,15,5.2,165,139,5.1,0,0,NULL,1,NULL,29.3,0,116,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00025,90,BPH,Simple,50,Cauc,32,NULL,NULL,107.6,2.3,0,0,NULL,1,NULL,34.2,0,118,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00026,93,BPH,Simple,54,Hisp,NULL,13,127,120,3.64,0,1,NULL,0,NULL,30.5,1,143,6.6,1,0,1,0,1,1,1,1,1,0,0,0,0
-bph00027,95,BPH,Simple,71,Cauc,16,NULL,NULL,140,10,1,0,NULL,0,NULL,31.6,0,139,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00028,96,BPH,Simple,72,AA,14,NULL,164,164,9.79,0,1,discontinued,1,NULL,26.6,0,116,NULL,1,0,1,0,1,1,1,1,1,0,0,0,0
-bph00029,97,BPH,Simple,63,Hisp,NULL,NULL,NULL,121,11.8,0,1,NULL,1,NULL,27.1,1,330,10.2,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00030,98,BPH,TURP,69,AA,NULL,14,55,32,0.6,0,1,NULL,1,NULL,31.9,1,174,10.4,1,1,1,0,1,1,0,0,0,0,0,0,0
-bph00031,99,BPH,TURP,58,unknown,15,7,36,25,0.78,0,1,NULL,1,NULL,35.2,0,NULL,NULL,0,0,1,0,1,1,0,0,0,0,0,0,0
-bph00032,100,BPH,Simple,63,Cauc,NULL,NULL,NULL,100,11.2,1,0,NULL,0,NULL,28.5,1,140,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00033,102,BPH,TURP,69,Hisp,NULL,5,40,55,14.14,1,1,4,1,6,24.8,1,123,5.9,0,0,1,0,1,1,0,0,0,0,0,0,0
-bph00034,103,BPH,Simple,73,Cauc,6,12.1,0,110,0.84,0,1,24,0,NULL,31.2,0,NULL,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00035,104,BPH,Simple,62,Cauc,26,NULL,NULL,66,2.2,0,0,NULL,1,NULL,35.6,1,145,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00036,106,BPH,TURP,59,Cauc,NULL,50,111,NULL,2.43,1,1,NULL,1,NULL,30.3,0,103,NULL,1,0,1,0,0,1,0,0,0,0,0,0,0
-bph00037,107,BPH,TURP,81,Hisp,NULL,NULL,848,34,15.9,1,1,60,1,60,25.8,1,199,6.3,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00038,108,BPH,TURP,44,Hisp,NULL,10,127,NULL,1.55,0,0,NULL,1,NULL,32.9,1,111,5.5,0,0,1,0,1,1,0,1,0,0,0,0,0
-bph00039,109,BPH,Simple,63,Cauc,NULL,9.1,62,107,4.5,0,1,1,0,NULL,25,0,101,NULL,0,0,0,0,0,1,1,1,1,0,0,0,0
-bph00040,110,BPH,Simple,69,AA,NULL,NULL,NULL,110,2.06,0,1,NULL,1,NULL,32.4,1,143,6.7,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00041,111,BPH,TURP,66,Hisp,NULL,NULL,NULL,72,4.4,1,1,NULL,1,NULL,29.3,1,117,5.7,1,0,1,0,1,1,0,0,0,0,0,0,0
-bph00042,112,BPH,TURP,64,Hisp,NULL,NULL,NULL,58,3.59,1,1,1,1,NULL,30.3,1,200,8.1,1,0,1,0,1,1,1,1,1,0,0,0,0
-bph00043,113,BPH,TURP,67,Hisp,NULL,NULL,NULL,81,11.84,1,0,NULL,1,NULL,23.7,0,84,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00044,114,BPH,Simple,69,AA,19,7.5,141,250,6.5,0,0,NULL,1,NULL,23.7,1,183,NULL,1,0,1,0,1,1,1,1,1,0,0,0,0
-bph00045,116,BPH,Simple,60,Cauc,10,2.7,377,106,7.7,0,0,NULL,1,NULL,31.8,0,97,NULL,0,0,0,0,0,1,1,1,1,0,0,0,0
-bph00046,117,BPH,TURP,52,Asian,NULL,NULL,NULL,74,2.6,1,0,NULL,1,NULL,24.1,0,NULL,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00047,118,BPH,Simple,77,Cauc,9,NULL,310,155,4.9,1,0,NULL,1,NULL,22.9,1,197,NULL,0,1,0,0,0,1,1,1,1,0,0,0,0
-bph00048,120,BPH,TURP,73,Hisp,NULL,NULL,NULL,31,2.1,0,1,NULL,1,NULL,26.8,0,114,NULL,0,0,1,0,1,1,0,1,0,0,0,0,0
-bph00049,121,BPH,Simple,61,unknown,NULL,NULL,NULL,91,2.01,1,1,5,1,5,24.9,0,182,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00050,122,BPH,Simple,62,Cauc,NULL,6.6,257,176,18.7,0,0,NULL,0,NULL,25.5,0,106,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00051,123,BPH,Simple,66,Cauc,33,9.3,58,95.6,2.1,0,0,NULL,1,NULL,30.1,1,168,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00052,124,BPH,Simple,70,Cauc,NULL,NULL,NULL,130,6.7,1,0,NULL,0,NULL,30.1,0,99,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00053,125,BPH,TURP,68,Cauc,20,NULL,NULL,55,4.4,0,0,NULL,1,NULL,21.6,1,200,7.8,1,1,1,0,1,1,0,0,0,0,0,0,0
-bph00054,126,BPH,TURP,50,Hisp,NULL,6,18,NULL,0.3,0,1,NULL,1,NULL,29.8,0,111,NULL,1,0,1,0,1,1,0,1,0,0,0,0,0
-bph00055,127,BPH,Simple,66,Cauc,NULL,NULL,NULL,56,5.6,0,0,NULL,0,NULL,27.9,1,187,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00056,128,BPH,Simple,62,Cauc,26,3,396,168,10.8,0,0,NULL,1,NULL,29.4,1,226,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00057,130,BPH,TURP,61,Hisp,NULL,NULL,NULL,54,8.98,0,1,6,1,6,21.8,0,103,NULL,0,1,1,0,1,1,0,1,0,0,0,0,0
-bph00058,131,BPH,TURP,63,Hisp,NULL,NULL,NULL,51.5,2.34,1,1,12,1,12,29.8,1,208,10.3,1,1,1,1,1,1,0,1,0,0,0,0,0
-bph00059,132,BPH,Simple,61,Cauc,NULL,NULL,281,86,2.01,0,1,NULL,1,NULL,24.3,1,178,NULL,1,1,1,1,1,1,1,1,1,0,0,0,0
-bph00060,133,BPH,TURP,79,Hisp,NULL,NULL,227,78,NULL,1,0,NULL,1,9,22.1,1,213,NULL,0,1,1,0,1,1,0,0,0,0,0,0,0
-bph00061,135,BPH,TURP,79,Asian,NULL,NULL,NULL,NULL,NULL,NULL,1,NULL,1,NULL,NULL,1,186,8.1,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00062,136,BPH,TURP,63,Cauc,NULL,8,123,36,0.66,0,0,NULL,1,NULL,30.8,0,NULL,NULL,1,1,0,0,0,1,0,0,0,0,0,0,0
-bph00063,137,BPH,Simple,65,Cauc,NULL,22,231,40,6.3,0,0,NULL,0,NULL,28.5,0,98,NULL,0,0,0,0,0,1,0,1,0,0,0,0,0
-bph00064,138,BPH,Simple,56,AA,27,NULL,107,150,0.57,0,1,6,1,6,21.2,0,91,NULL,0,1,1,1,1,1,1,1,1,0,0,0,0
-bph00065,139,BPH,Simple,68,Asian,19,30.7,176,175,6.4,0,1,NULL,0,NULL,32,1,186,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00066,141,BPH,Simple,71,Cauc,NULL,17.8,177,150,3.05,0,1,6,1,6,35.9,0,95,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00067,142,BPH,Simple,77,Cauc,NULL,8.9,151,104,6.5,0,0,NULL,1,24,27.8,1,143,NULL,1,1,1,0,1,1,1,1,0,0,0,0,0
-bph00068,143,BPH,TURP,62,Hisp,NULL,13,60,63,3.12,0,0,NULL,0,NULL,27,0,114,NULL,1,1,1,0,1,1,0,1,0,0,0,0,0
-bph00069,145,BPH,Simple,65,Cauc,NULL,12.1,NULL,135,3.8,1,1,NULL,1,NULL,34.2,1,108,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00070,147,BPH,Simple,66,Cauc,NULL,NULL,62,162,NULL,1,1,NULL,1,NULL,33.7,1,157,NULL,0,1,0,0,0,1,1,1,1,0,0,0,0
-bph00071,148,BPH,TURP,47,Cauc,NULL,11,0,50,3.76,0,1,NULL,1,NULL,23.9,1,186,8.1,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00072,149,BPH,TURP,80,Hisp,18,13,13,NULL,1.8,0,1,3,1,3,28.5,0,141,NULL,1,1,1,0,1,0,0,1,0,0,0,0,0
-bph00073,150,BPH,TURP,57,Cauc,NULL,7,70,NULL,12.52,0,1,3,1,3,33.2,0,118,NULL,1,1,1,0,1,1,1,1,0,0,0,0,0
-bph00074,151,BPH,TURP,69,AA,13,NULL,67,80,6.4,0,1,5,1,5,31.4,0,111,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00075,152,BPH,Simple,55,Hisp,12,22.7,109,124,2.9,0,0,NULL,0,NULL,32.9,0,89,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00076,153,BPH,TURP,63,Cauc,27,6.8,230,52,6.3,0,1,3,0,NULL,33.9,0,106,NULL,0,1,0,0,0,1,1,1,1,0,0,0,0
-bph00077,154,BPH,TURP,63,Hisp,NULL,NULL,NULL,30,1.2,0,0,NULL,1,NULL,29.7,0,96,NULL,0,0,1,0,1,1,1,1,0,0,0,0,0
-bph00078,155,BPH,TURP,60,AA,NULL,NULL,NULL,54,3.8,0,1,3,0,NULL,33.5,0,133,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00079,156,BPH,Simple,56,Cauc,27,16.4,18,104,3.9,0,1,2,1,7,26.7,0,81,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00080,157,BPH,Simple,58,Cauc,NULL,NULL,NULL,200,19,1,0,NULL,0,NULL,27.3,0,84,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00081,158,BPH,Simple,69,Cauc,22,NULL,53,141,3,1,0,NULL,1,2,28.1,0,113,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00082,159,BPH,Simple,77,Cauc,NULL,NULL,NULL,237,NULL,1,0,NULL,1,36,31.1,0,106,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00083,160,BPH,Simple,70,Hisp,NULL,NULL,114,104,14.23,1,0,NULL,1,6,26.4,0,125,NULL,1,0,1,1,1,1,1,1,1,0,0,0,0
-bph00084,161,BPH,Simple,59,Hisp,NULL,8,122,202,11.75,0,0,NULL,0,NULL,28.9,0,115,NULL,1,0,1,1,1,1,1,1,1,0,0,0,0
-bph00085,162,BPH,Simple,63,Hisp,NULL,11,31,93,1.38,0,1,6,1,6,42.7,1,135,NULL,1,1,1,1,1,1,1,1,1,0,0,0,0
-bph00086,163,BPH,Simple,70,Cauc,NULL,4.7,NULL,165,7.4,0,0,NULL,0,NULL,36.2,0,137,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00087,164,BPH,Simple,77,AA,15,4.8,81,156,11.11,0,1,9,1,1,27.6,0,98,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00088,165,BPH,Simple,63,Hisp,NULL,NULL,NULL,100,12.75,1,1,3,1,3,29.2,1,252,10.4,0,1,1,1,1,1,1,1,1,0,0,0,0
-bph00089,166,BPH,Simple,72,Hisp,20,6.2,0,113,10.46,0,1,0.5,1,13,30.9,1,222,8,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00090,167,BPH,TURP,62,AA,34,NULL,NULL,81,3.59,0,1,12,1,12,36.6,0,NULL,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00091,168,BPH,TURP,81,Hisp,NULL,NULL,92,90,3.53,1,1,12,1,NULL,22.9,0,NULL,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00092,169,BPH,Simple,56,Hisp,15,NULL,NULL,118,6.14,1,0,NULL,1,6,35.3,1,217,6.8,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00093,170,BPH,Simple,69,unknown,15,0,270,100,4.93,0,0,NULL,1,NULL,26.6,0,186,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00094,171,BPH,Simple,82,Cauc,4,12.7,103,200,6.7,0,1,NULL,1,NULL,27.7,0,99,NULL,1,1,0,0,0,1,1,1,1,0,0,0,0
-bph00095,172,BPH,Simple,79,Cauc,24,NULL,72,243,2.56,0,1,2,1,2,27,0,105,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00096,173,BPH,Simple,68,Cauc,NULL,48.6,147,108,2.1,0,1,8,1,8,31.7,0,97,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00097,174,BPH,Simple,72,Cauc,5,NULL,NULL,150,NULL,1,1,4,1,NULL,23.7,0,91,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00098,175,BPH,TURP,59,Hisp,28,NULL,NULL,25,0.91,0,1,NULL,1,NULL,27,0,110,NULL,0,1,1,0,1,1,1,1,0,0,0,0,0
-bph00099,176,BPH,Simple,62,Cauc,12,8.6,700,109,29.06,0,0,NULL,1,6,29.9,0,104,NULL,1,1,0,0,1,1,1,1,1,0,0,0,0
-bph00100,177,BPH,Simple,73,Cauc,14,5.4,293,112,5.2,0,1,24,1,24,26.6,0,93,NULL,0,0,0,0,0,1,1,1,1,0,0,0,0
-bph00101,178,BPH,Simple,69,Cauc,NULL,NULL,NULL,120,13,1,0,NULL,1,3,27.4,0,96,NULL,0,0,0,0,0,1,1,1,1,0,0,0,0
-bph00102,179,BPH,Simple,83,Cauc,12,7,50,156,18.7,0,0,NULL,0,NULL,33.7,0,162,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00103,180,BPH,Simple,67,Cauc,19,3.8,118,93,6.7,0,0,NULL,0,NULL,27.9,0,94,NULL,1,0,1,0,1,1,1,1,1,0,0,0,0
-bph00104,181,BPH,Simple,70,Cauc,18,8.9,29,227,7.5,0,1,108,0,NULL,24.4,0,92,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00105,182,BPH,Simple,65,Hisp,7,15.5,282,200,10.2,0,0,NULL,0,NULL,26.6,1,190,9.5,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00106,183,BPH,TURP,78,Hisp,24,NULL,178,120,10.78,0,1,5,1,5,31.2,1,169,7.8,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00107,184,BPH,TURP,66,Hisp,NULL,2,NULL,32,1.06,0,1,3,1,3,30.7,0,NULL,NULL,0,1,1,1,1,1,1,1,1,0,0,0,0
-bph00108,185,BPH,Simple,57,Hisp,NULL,14,111,81,8.89,0,1,3,1,9,28.3,1,126,6,0,0,1,1,1,1,1,1,1,0,0,0,0
-bph00109,186,BPH,Simple,70,Cauc,NULL,0,300,99,NULL,1,1,2,1,2,24.3,0,99,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00110,187,BPH,Simple,72,Cauc,14,7.3,18,170,8.7,1,0,NULL,1,15,27.7,0,71,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00111,188,BPH,Simple,74,Cauc,31,6,220,200,3.4,0,0,NULL,1,9,30.2,0,97,NULL,1,0,1,0,1,1,1,1,1,0,0,0,0
-bph00112,189,BPH,TURP,66,AA,NULL,4,113,27,0.52,1,1,5,1,4,21.9,0,119,NULL,0,1,1,0,1,0,0,1,0,0,0,0,0
-bph00113,190,BPH,Simple,52,Hisp,NULL,NULL,NULL,96,5.49,1,1,12,1,12,23.9,0,114,NULL,1,1,1,1,1,1,1,1,1,0,0,0,0
-bph00114,191,BPH,TURP,73,Hisp,NULL,NULL,NULL,65,5.04,0,1,12,1,12,27.6,0,90,NULL,1,1,1,1,1,1,1,1,1,0,0,0,0
-bph00115,192,BPH,Simple,62,Cauc,17,25,NULL,120,6.7,1,0,NULL,0,NULL,31.4,0,100,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00116,193,BPH,Simple,75,Cauc,10,NULL,593,328,19.6,1,0,NULL,0,NULL,22.9,0,105,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00117,194,BPH,Simple,61,Cauc,9,6.7,264,150,NULL,0,0,NULL,0,NULL,30.6,1,130,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00118,195,BPH,Simple,64,Cauc,26,8.3,160,136,2.6,0,0,NULL,1,NULL,25.2,0,117,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00119,196,BPH,Simple,60,Cauc,21,2.1,NULL,138,7.5,0,0,NULL,0,NULL,25.1,0,312,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00120,197,BPH,Simple,47,Cauc,29,12.7,27,104,10,0,0,NULL,1,3,34.6,0,104,NULL,0,0,1,0,1,1,1,1,1,0,0,0,0
-bph00121,198,BPH,Simple,70,Hisp,17,12.5,181,132,4.6,1,1,2,1,2,29.8,0,160,NULL,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00122,199,BPH,Simple,78,Cauc,22,2.8,534,100,2,0,0,NULL,0,NULL,25.1,1,231,7,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00123,200,BPH,Simple,62,Cauc,NULL,NULL,88,130,11.24,1,0,NULL,1,4,27.8,0,99,NULL,0,0,1,0,0,1,1,1,1,0,0,0,0
-bph00124,203,BPH,Simple,72,Cauc,8,9.9,61,95,10.42,0,0,NULL,0,NULL,27.1,0,77,NULL,1,1,1,1,0,1,1,1,1,0,0,0,0
-bph00125,204,BPH,Simple,62,Cauc,22,NULL,NULL,140,12.21,0,0,NULL,0,NULL,33.7,0,137,NULL,1,1,1,1,0,1,1,1,1,0,0,0,0
-bph00126,205,BPH,Simple,70,Cauc,19,NULL,11,220,5.88,0,0,NULL,0,NULL,21.6,0,110,NULL,1,0,1,1,0,1,1,1,1,0,0,0,0
-bph00127,206,BPH,Simple,72,Cauc,23,8.6,404,120,2,0,1,6,1,3,35.2,0,123,NULL,1,1,1,1,0,1,1,1,1,0,0,0,0
-bph00128,207,BPH,Simple,64,Cauc,25,11.9,113,96,4.3,0,0,NULL,1,NULL,28.5,0,83,NULL,0,1,1,1,0,1,1,1,1,0,0,0,0
-bph00129,208,BPH,Simple,68,Cauc,21,9.3,25,102,6.5,0,0,NULL,0,NULL,33.8,0,122,NULL,1,1,1,1,0,1,1,1,1,0,0,0,0
-bph00130,209,BPH,Simple,90,Cauc,NULL,2.7,119,220,9.21,1,1,9,0,NULL,26.3,0,105,NULL,0,1,1,0,0,1,1,1,1,0,0,0,0
-bph00131,210,BPH,TURP,60,Hisp,NULL,NULL,50,51,2.7,0,1,3,1,3,30.9,0,94,NULL,1,1,1,0,0,0,0,0,0,0,0,0,0
-bph00132,211,BPH,Simple,70,AA,19,28.2,73,150,3.34,0,1,9,1,9,38.8,1,118,5.2,1,1,1,1,0,0,0,0,0,0,0,0,0
-bph00133,212,BPH,TURP,NULL,unknown,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,0,0,0,0,0,0,0,0,0,0
-bph00134,213,BPH,Simple,65,Cauc,9,16,9,100,1.68,0,0,NULL,0,NULL,24.4,1,178,NULL,0,1,0,0,0,1,1,1,1,0,0,0,0
-bph00135,214,BPH,Simple,63,Hisp,NULL,NULL,NULL,114,3.32,1,1,5,1,5,27.2,0,101,NULL,1,0,1,0,0,1,1,1,1,0,0,0,0
-bph00136,215,BPH,Simple,75,Cauc,11,21.6,111,103,4.3,0,0,NULL,0,NULL,22.2,0,101,NULL,1,1,1,0,0,1,1,1,1,0,0,0,0
-bph00137,216,BPH,Simple,51,AA,28,8.1,83,140,5.32,1,0,NULL,1,NULL,29.1,0,108,NULL,0,0,0,0,0,1,1,1,1,1,0,0,0
-bph00138,217,BPH,Simple,75,Cauc,20,5.2,95,120,5.38,0,0,NULL,0,NULL,32.3,0,124,NULL,0,0,1,0,0,1,1,1,1,1,0,0,0
-bph00139,218,BPH,Simple,82,Cauc,10,NULL,NULL,350,8.44,1,0,NULL,0,NULL,35,1,201,NULL,1,1,1,0,0,1,1,1,1,1,0,0,0
-bph00140,219,BPH,Simple,68,Cauc,12,11,94,120,20,0,1,NULL,1,NULL,27.1,1,196,NULL,0,1,1,1,0,1,1,1,1,0,0,0,0
-bph00141,221,BPH,TURP,62,Cauc,NULL,NULL,NULL,NULL,0.88,1,0,NULL,1,6,28.9,0,NULL,NULL,0,0,1,0,0,0,1,1,1,0,0,0,0
-bph00142,222,BPH,Simple,60,Cauc,14,6.1,89,134,6,0,1,6,1,NULL,23.7,1,182,NULL,1,0,1,0,0,1,1,1,1,1,0,0,0
-bph00143,223,BPH,Simple,70,Cauc,32,NULL,428,119,7.85,1,0,NULL,1,NULL,35.9,1,209,7.3,0,1,1,1,0,1,1,1,1,0,0,0,0
-bph00144,224,BPH,Simple,75,Cauc,14,4.6,111,157,13.7,0,0,NULL,1,12,31.3,0,123,NULL,1,1,1,1,0,0,1,1,1,0,0,0,0
-bph00145,225,BPH,Simple,73,Cauc,9,8,137,130,1.8,1,1,9,1,9,30.2,1,191,NULL,1,1,1,1,0,1,1,1,1,0,0,0,0
-bph00146,226,BPH,Simple,NULL,unknown,17,NULL,NULL,NULL,NULL,NULL,0,NULL,1,4,30,0,NULL,NULL,0,0,1,1,0,0,0,0,0,0,0,0,0
-bph00147,227,BPH,Simple,63,Hisp,NULL,NULL,NULL,113,6.7,1,0,NULL,1,12,26.8,1,192,6.3,1,1,1,1,0,1,1,1,1,0,0,0,0
-bph00148,228,BPH,Simple,70,Cauc,21,8,63,142,2.8,0,0,NULL,0,NULL,35.3,1,217,NULL,0,1,1,0,0,1,1,1,0,1,0,0,0
-bph00149,230,BPH,Simple,82,Cauc,25,12.5,58,124,NULL,0,1,NULL,0,NULL,24,1,207,NULL,1,1,1,1,0,1,1,1,1,1,0,0,0
-bph00150,231,BPH,Simple,65,unknown,35,5.9,871,110,8.11,1,0,NULL,0,NULL,24.2,0,99,NULL,0,0,1,0,0,1,0,1,1,1,0,0,0
-bph00151,232,BPH,Simple,71,Cauc,11,NULL,178,178,6.4,0,0,NULL,1,NULL,36.1,0,108,NULL,1,1,1,0,0,1,1,1,1,1,0,0,0
-bph00152,233,BPH,Simple,72,Hisp,29,7,35,105,4.27,1,1,6,1,6,22.1,0,103,NULL,1,0,1,0,0,1,1,1,1,0,0,0,0
-bph00153,234,BPH,Simple,58,Hisp,NULL,5.8,117,100,4.9,1,0,NULL,1,6,27.2,0,96,NULL,0,0,1,0,0,1,1,1,1,1,0,0,0
-bph00154,235,BPH,Simple,79,Cauc,19,1.9,138,105,1.9,0,1,84,1,84,27.1,0,114,NULL,1,1,1,1,0,1,0,1,1,0,0,0,0
-bph00155,237,BPH,Simple,67,AA,10,14.3,76,91,11,0,0,NULL,0,NULL,28.7,0,98,NULL,0,1,1,0,0,1,1,1,0,0,0,0,0
-bph00156,238,BPH,Simple,59,Cauc,NULL,NULL,NULL,127,6.17,0,0,NULL,1,3,35.9,1,158,6.2,1,1,1,0,0,1,1,1,0,0,0,0,0
-bph00157,239,BPH,Simple,78,Hisp,NULL,8.2,30,98,4.5,1,0,NULL,0,NULL,31.9,0,115,NULL,1,1,1,0,0,0,1,1,1,0,0,0,0
-bph00158,241,BPH,Simple,66,Cauc,27,3.8,30,90,3.5,0,1,7,1,2,35.4,0,105,NULL,1,0,1,0,0,1,1,1,1,0,0,0,0
-bph00159,242,BPH,Simple,74,Cauc,19,NULL,79,NULL,NULL,1,0,NULL,1,3,19,0,83,NULL,0,0,1,0,0,1,1,1,0,1,0,0,0
-bph00160,243,BPH,Simple,56,Hisp,NULL,NULL,746,190,6.67,1,1,12,1,14,35.1,1,211,7.9,1,1,1,0,0,1,1,1,1,0,0,0,0
-bph00161,244,BPH,Simple,76,Cauc,10,7.3,72,175,5.17,0,0,NULL,0,NULL,18.5,1,132,NULL,1,0,1,1,0,1,1,1,0,1,0,0,0
-bph00162,245,BPH,Simple,63,AA,NULL,NULL,NULL,123,2.7,1,1,12,1,3,33.5,0,NULL,NULL,0,0,1,0,0,1,1,1,0,0,0,0,0
-bph00163,246,BPH,Simple,61,Cauc,NULL,NULL,NULL,120,18.52,1,1,3,1,3,28.5,1,247,10.1,0,1,1,0,0,1,1,1,1,0,0,0,0
-bph00164,247,BPH,Simple,78,Hisp,NULL,NULL,NULL,117,NULL,1,1,3,1,3,23.9,0,162,NULL,0,1,0,0,0,1,1,1,0,0,0,0,0
-bph00165,249,BPH,Simple,60,Hisp,NULL,NULL,NULL,112,3.08,1,1,6,1,12,29.2,1,140,6.5,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00166,250,BPH,Simple,63,Cauc,NULL,NULL,NULL,119,4.9,1,0,NULL,1,NULL,29.5,0,99,NULL,0,0,1,0,0,1,1,1,1,1,0,0,0
-bph00167,251,BPH,Simple,64,Hisp,27,NULL,293,99,6.54,0,1,9,1,9,31.8,0,114,NULL,1,0,1,0,1,1,1,1,1,0,0,0,0
-bph00168,252,BPH,Simple,63,Cauc,17,11.5,380,104,NULL,0,0,NULL,0,NULL,33.3,1,131,NULL,1,0,1,1,0,0,0,1,1,1,0,0,0
-bph00169,254,BPH,Simple,60,Cauc,28,8.9,354,130,4.2,0,0,NULL,0,NULL,28.1,0,91,NULL,1,0,1,1,0,1,1,1,1,1,0,0,0
-bph00170,255,BPH,Simple,61,Hisp,10,9.3,120,96,8.47,1,1,NULL,1,NULL,34.8,0,166,NULL,0,0,1,0,0,1,1,1,1,0,0,0,0
-bph00171,256,BPH,Simple,69,Cauc,23,7,166,110,6.95,0,1,6,1,6,28.2,1,359,7.1,1,1,1,1,1,0,1,1,1,1,0,0,0
-bph00172,257,BPH,Simple,72,Cauc,NULL,10.8,54,112,1.7,1,0,NULL,1,36,39.6,1,219,NULL,1,1,1,0,0,1,1,1,1,1,0,0,0
-bph00173,258,BPH,Simple,65,Cauc,NULL,NULL,NULL,200,NULL,0,0,NULL,0,NULL,25.7,0,86,NULL,0,0,1,0,0,1,1,1,1,0,0,0,0
-bph00174,259,BPH,Simple,66,Cauc,19,NULL,555,132,19,0,0,NULL,0,NULL,23.7,0,106,NULL,0,0,1,0,0,1,1,1,1,0,0,0,0
-bph00175,260,BPH,Simple,61,Cauc,30,7.3,45,125,3.39,0,0,NULL,1,36,28.9,0,181,NULL,1,0,1,1,0,1,1,1,1,0,0,0,0
-bph00176,261,BPH,Simple,67,Cauc,12,7.4,120,209,12.76,0,0,NULL,0,NULL,32.3,0,123,NULL,1,1,1,1,0,1,1,1,1,0,0,0,0
-bph00177,262,BPH,Simple,67,Cauc,31,NULL,53,120,17.6,1,1,36,1,36,32.9,0,106,NULL,1,1,1,1,0,0,1,1,1,0,0,0,0
-bph00178,263,BPH,Simple,65,Cauc,21,NULL,NULL,116,10.8,1,1,6,1,6,23.7,0,110,NULL,0,0,1,0,0,0,1,1,1,1,0,0,0
-bph00179,265,BPH,Simple,66,Cauc,3,NULL,67,125,9.5,0,0,NULL,0,NULL,21.1,0,104,NULL,0,0,1,1,0,0,1,1,1,1,0,0,0
-bph00180,266,BPH,Simple,78,Cauc,14,12,526,134,9.27,0,0,NULL,1,2,26.9,0,103,NULL,0,0,1,0,0,1,1,1,1,1,0,0,0
-bph00181,267,BPH,Simple,76,Hisp,NULL,NULL,NULL,NULL,NULL,0,0,NULL,1,5,27.2,1,174,7.7,0,0,1,0,1,0,1,1,1,0,0,0,0
-bph00182,269,BPH,Simple,64,Cauc,9,6.8,12,100,5.21,0,0,NULL,0,NULL,35.4,0,106,NULL,0,0,1,1,0,0,1,1,0,0,0,0,0
-bph00183,270,BPH,Simple,71,Cauc,5,5.5,279,106,6.58,0,0,NULL,0,NULL,29.4,0,114,NULL,1,0,1,1,1,1,1,1,1,1,0,0,0
-bph00184,271,BPH,Simple,55,Hisp,NULL,5.7,119,85,3.44,1,1,3,1,24,38,1,144,6,1,1,1,0,1,0,1,1,1,0,0,0,0
-bph00185,272,BPH,Simple,68,Cauc,10,8.4,NULL,105,3.1,0,0,NULL,0,NULL,33.2,1,176,NULL,1,1,1,0,1,1,1,1,1,0,0,0,0
-bph00186,273,BPH,Simple,74,Hisp,NULL,9.7,31,170,NULL,0,0,NULL,1,3,31.9,0,111,NULL,1,1,1,0,1,1,1,1,1,1,0,0,0
-bph00187,274,BPH,Simple,75,Cauc,10,NULL,NULL,100,NULL,1,0,NULL,0,NULL,20.6,0,97,NULL,1,0,0,0,1,1,1,1,1,1,0,0,0
-bph00188,275,BPH,Simple,67,Asian,17,11.5,73,130,5.86,0,1,6,0,NULL,26.2,0,124,NULL,1,0,1,0,1,0,1,1,1,1,0,0,0
-bph00189,276,BPH,Simple,66,Cauc,16,5,121,102.3,5.87,0,0,NULL,1,NULL,27.1,0,99,NULL,1,1,1,0,1,1,1,1,1,1,0,0,0
-bph00190,277,BPH,Simple,75,Cauc,NULL,NULL,NULL,182,9.8,1,1,6,1,6,29.7,1,142,NULL,0,1,1,0,1,0,1,1,1,1,0,0,0
-bph00191,278,BPH,Simple,78,Cauc,26,NULL,173,198,NULL,1,0,NULL,1,2,25.1,0,102,NULL,0,1,1,0,1,1,1,1,1,1,0,0,0
-bph00192,279,BPH,Simple,81,Cauc,NULL,3.3,NULL,165,NULL,0,0,NULL,0,NULL,24.1,1,261,NULL,0,1,1,0,1,1,1,1,1,1,0,0,0
-bph00193,280,BPH,Simple,73,Cauc,16,NULL,NULL,120,1.9,1,1,12,0,NULL,30.1,0,165,NULL,1,0,1,0,1,1,1,1,1,1,0,0,0
-bph00194,281,BPH,Simple,64,Cauc,29,4.4,223,152,9.93,0,0,NULL,1,2,26.2,0,116,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00195,282,BPH,Simple,62,Cauc,21,8.2,501,149,2.54,0,1,12,1,12,25.1,0,108,NULL,1,0,1,0,1,0,1,1,1,1,0,0,0
-bph00196,283,BPH,Simple,81,Cauc,NULL,2,500,127,NULL,1,0,NULL,1,9,24.4,0,91,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00197,284,BPH,Simple,70,AA,NULL,NULL,NULL,120,3.62,1,1,12,1,12,29.6,1,194,6.5,0,1,1,0,1,1,1,1,1,0,0,0,0
-bph00198,285,BPH,Simple,73,Hisp,35,8.3,85,100,1.01,0,0,NULL,1,12,35.4,1,213,NULL,0,1,1,0,1,1,1,1,1,1,0,0,0
-bph00199,286,BPH,Simple,70,Cauc,24,9.9,70,95,NULL,0,0,NULL,1,3,27.3,0,93,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00200,287,BPH,Simple,82,Cauc,33,25,189,81,6.85,0,1,84,1,3,27.3,1,200,NULL,1,1,1,1,1,1,1,1,1,1,0,0,0
-bph00201,288,BPH,Simple,57,Cauc,NULL,NULL,NULL,99,NULL,0,0,NULL,0,NULL,30.6,0,118,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00202,289,BPH,Simple,61,Cauc,20,6.2,205,82,11.61,0,1,3,1,3,31.6,1,239,NULL,1,1,1,1,1,1,1,1,1,1,0,0,0
-bph00203,290,BPH,Simple,60,Cauc,10,9.8,177,236,12,0,0,NULL,0,NULL,29.4,0,88,NULL,0,0,1,1,1,1,1,1,1,1,0,0,0
-bph00204,291,BPH,Simple,55,Cauc,30,8.5,186,92,1.41,0,0,NULL,1,6,28.4,0,132,NULL,0,0,1,1,1,0,1,1,0,1,0,0,0
-bph00205,292,BPH,Simple,71,Cauc,18,14.1,112,120,7.53,1,0,NULL,0,NULL,22.5,0,87,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00206,293,BPH,Simple,70,Cauc,NULL,NULL,NULL,300,4.9,0,1,NULL,1,NULL,31,0,103,NULL,1,1,1,0,1,1,1,1,1,1,0,0,0
-bph00207,294,BPH,Simple,84,Cauc,7,4.7,61,140,6.73,0,0,NULL,0,NULL,26.8,1,124,6.1,0,1,1,0,1,1,1,1,1,1,0,0,0
-bph00208,295,BPH,Simple,76,AA,12,NULL,NULL,106,NULL,1,0,NULL,0,NULL,22.3,0,128,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00209,296,BPH,Simple,66,Cauc,22,9,150,177,13,0,0,NULL,0,NULL,26.9,0,92,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00210,297,BPH,Simple,74,Hisp,5,15.1,82,100,7.62,0,1,15,1,15,26.2,0,99,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00211,298,BPH,Simple,65,Cauc,15,9.5,NULL,148,4.1,0,1,12,0,NULL,28,0,94,NULL,0,1,1,0,1,1,1,1,1,1,0,0,0
-bph00212,299,BPH,Simple,68,AA,16,NULL,452,151,6.29,1,0,NULL,1,15,32.1,1,256,6.2,1,1,1,0,1,1,1,1,1,1,0,0,0
-bph00213,300,BPH,Simple,65,Cauc,NULL,5.8,82,NULL,2.61,0,0,NULL,0,NULL,25.1,0,103,NULL,0,0,1,0,1,1,1,1,1,1,0,0,0
-bph00214,301,BPH,Simple,62,Hisp,NULL,NULL,NULL,186,6.6,1,1,2,1,2,32.9,0,138,NULL,0,1,1,1,1,0,1,1,1,0,0,0,0
-bph00215,302,BPH,Simple,76,Cauc,6,5.8,NULL,150,2.16,0,1,60,0,NULL,25.1,0,84,NULL,1,0,1,0,1,0,1,1,1,1,0,0,0
-bph00216,303,BPH,Simple,53,Hisp,NULL,NULL,151,173,15.6,1,0,NULL,1,6,27.1,0,91,NULL,0,0,1,0,1,0,1,1,1,0,0,0,0
-bph00217,304,BPH,Simple,69,Hisp,16,NULL,93,100,5.28,0,0,NULL,1,12,29.1,0,108,NULL,0,1,0,0,0,0,1,1,1,0,0,0,0
-bph00218,305,BPH,Simple,75,Asian,10,8.6,54,100,7.16,0,0,NULL,0,NULL,23,0,98,NULL,0,0,1,0,1,0,1,1,1,1,0,0,0
-bph00219,306,BPH,Simple,81,Hisp,8,NULL,NULL,125,NULL,0,1,36,0,NULL,27.1,1,169,NULL,1,1,1,0,1,0,1,1,1,1,0,0,0
-bph00220,307,BPH,Simple,68,Cauc,14,4.1,365,84,4.5,0,0,NULL,1,6,28.5,0,99,NULL,1,0,1,0,1,0,1,1,1,1,0,0,0
-bph00221,308,BPH,Simple,70,Cauc,23,NULL,NULL,115,6.77,0,0,NULL,1,NULL,27.8,1,142,7,1,1,1,0,1,0,1,1,1,1,0,0,0
-bph00222,309,BPH,Simple,71,Cauc,13,11,188,107,8.2,0,1,60,1,60,24,0,89,NULL,0,0,1,0,1,0,1,1,1,1,0,0,0
-bph00223,310,BPH,Simple,62,Cauc,5,10.8,96,131,6.9,0,0,NULL,0,NULL,25.5,0,140,NULL,0,0,1,0,1,0,1,1,1,1,0,0,0
-bph00224,311,BPH,Simple,79,Cauc,NULL,NULL,NULL,100,3,1,1,30,1,30,30.3,0,111,NULL,0,0,0,0,0,0,0,0,0,0,0,0,0
-bph00225,312,BPH,Simple,70,Cauc,NULL,10.1,151,130,1.62,1,1,15,1,20,36,0,115,NULL,0,0,1,0,1,0,1,1,1,1,0,0,0
-bph00226,313,BPH,Simple,79,Cauc,NULL,NULL,NULL,110,NULL,0,1,6,1,6,31.4,1,212,7,1,1,1,0,1,0,1,1,1,1,0,0,0
-bph00227,314,BPH,Simple,76,Cauc,7,10.2,68,143,10.49,0,0,NULL,0,NULL,25.1,0,146,NULL,1,1,1,0,1,1,1,1,1,1,0,0,0
-bph00228,315,BPH,Simple,68,Hisp,NULL,NULL,NULL,300,4.51,0,1,6,1,6,29.1,1,209,8.9,1,1,1,0,1,0,1,1,1,0,0,0,0
-bph00229,316,BPH,Simple,37,AA,NULL,NULL,701,140,0.8,1,0,NULL,1,NULL,29.1,0,116,NULL,1,1,1,0,1,1,1,1,1,1,0,0,0
-bph00230,317,BPH,Simple,68,Cauc,24,7,137,95,21.03,0,1,24,1,24,24.3166324831,0,123,NULL,0,0,1,0,1,0,1,1,1,1,0,0,0
-bph00231,318,BPH,Simple,59,AA,NULL,NULL,NULL,98,7.21,1,1,3,1,3,21.9939045465,0,95,NULL,0,0,1,0,1,0,1,1,1,0,0,0,0
-bph00232,319,BPH,Simple,82,Cauc,NULL,NULL,NULL,100,NULL,1,0,NULL,1,3,30.3434423835,1,93,NULL,1,1,0,0,1,0,1,1,1,1,0,0,0
-bph00233,320,BPH,Simple,64,Cauc,20,NULL,307,144,9.8,0,0,NULL,1,48,26.8667204001,0,103,NULL,1,0,0,0,0,0,1,1,1,1,0,0,0
-bph00234,321,BPH,Simple,73,Cauc,22,NULL,NULL,130,NULL,1,1,3,0,NULL,45.2122054443,1,264,NULL,1,1,0,0,1,0,1,1,1,1,0,0,0
-bph00235,322,BPH,Simple,71,Hisp,NULL,NULL,NULL,114,6,1,1,9,1,9,28.3415792025,0,131,NULL,1,1,1,1,1,0,1,1,1,0,0,0,0
-bph00236,324,BPH,Simple,70,AA,35,3.3,67,119,5.39,0,0,NULL,1,NULL,25.6184830928,1,148,NULL,1,1,1,0,1,0,1,1,1,0,0,0,0
-bph00237,325,BPH,Simple,76,Cauc,23,NULL,150,300,7.8,0,0,NULL,0,NULL,21.5023398791,0,119,NULL,0,0,1,0,1,0,1,1,1,1,0,0,0
-bph00238,326,BPH,Simple,68,Cauc,14,11,74,185,4.91,0,1,6,1,6,29.7034081242,0,111,NULL,0,0,1,0,1,0,1,1,1,1,0,0,0
-bph00239,327,BPH,Simple,74,Cauc,NULL,NULL,NULL,144,21,1,0,NULL,0,NULL,26.6289210018,0,118,NULL,1,1,1,0,1,1,1,1,0,0,0,0,0
-bph00240,328,BPH,Simple,69,Hisp,24,3.8,32,165,8.6,1,0,NULL,0,NULL,31.7278602178,1,126,NULL,1,1,1,0,1,0,1,1,1,1,0,0,0
-bph00241,329,BPH,Simple,68,Cauc,16,12.6,79,115,5.9,0,0,NULL,1,NULL,25.8122965226,0,123,NULL,1,0,0,0,1,0,1,1,1,1,0,0,0
-bph00242,330,BPH,Simple,78,Cauc,NULL,4.3,213,130,NULL,1,1,NULL,1,NULL,24.3888637392,1,183,NULL,0,1,1,0,1,0,1,1,1,0,0,0,0
-bph00243,331,BPH,Simple,59,AA,NULL,NULL,NULL,104,2.77,1,1,4,1,2,23.6901356293,0,NULL,NULL,0,1,1,0,1,1,1,1,0,0,0,0,0
-bph00244,332,BPH,Simple,71,Cauc,13,15.6,239,140,7.81,0,0,NULL,1,4,29.5579457926,1,128,NULL,1,1,1,0,1,0,1,1,1,1,0,0,0
-bph00245,333,BPH,Simple,61,Cauc,30,NULL,NULL,90,1.38,0,0,NULL,0,NULL,23.7394525263,0,118,NULL,0,0,1,0,1,0,0,0,0,1,0,0,0
-bph00246,334,BPH,Simple,70,Hisp,NULL,NULL,NULL,120,5.6,1,0,NULL,1,5,26.5398489981,1,177,NULL,0,1,1,0,1,0,1,1,1,1,0,0,0
-bph00247,335,BPH,Simple,72,Cauc,19,17.9,159,153,3.3,1,1,3,1,3,43.1441275693,1,155,NULL,1,1,0,0,0,0,1,1,1,1,0,0,0
-bph00248,336,BPH,Simple,66,AA,NULL,NULL,29,200,9.17,1,1,12,1,12,27.1131437167,0,87,NULL,0,1,0,0,0,0,1,1,1,1,0,0,0
-bph00249,337,BPH,Simple,68,Cauc,23,9.8,35,113,NULL,0,1,NULL,1,NULL,44.8745838362,0,118,NULL,1,1,0,0,0,0,1,1,1,1,0,0,0
-bph00250,338,BPH,Simple,69,Cauc,21,5.7,171,160,3.24,1,0,NULL,0,NULL,48.8493787239,1,169,NULL,1,1,0,0,0,0,1,1,1,1,0,0,0
-bph00251,D2,Donor,NULL,24,NULL,NULL,NULL,NULL,17,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00252,D3,Donor,NULL,19,NULL,NULL,NULL,NULL,18,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00253,D4,Donor,NULL,24,NULL,NULL,NULL,NULL,15,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00254,D5,Donor,NULL,21,NULL,NULL,NULL,NULL,17,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00255,D6,Donor,NULL,47,NULL,NULL,NULL,NULL,30,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00256,D7,Donor,NULL,18,NULL,NULL,NULL,NULL,16,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00257,D8,Donor,NULL,18,NULL,NULL,NULL,NULL,18,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,0,0,1,1,1,1,1,1,1
-bph00258,D9,Donor,NULL,19,NULL,NULL,NULL,NULL,17,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,1,1,0,1,1,1,1,1,1,1
-bph00259,D10,Donor,NULL,29,NULL,NULL,NULL,NULL,19,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00260,D11,Donor,NULL,40,NULL,NULL,NULL,NULL,30,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00261,D12,Donor,NULL,28,NULL,NULL,NULL,NULL,22,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00262,D13,Donor,NULL,37,NULL,NULL,NULL,NULL,30,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00263,D14,Donor,NULL,22,NULL,NULL,NULL,NULL,16,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00264,D15,Donor,NULL,43,NULL,NULL,NULL,NULL,27,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00265,D16,Donor,NULL,25,NULL,NULL,NULL,NULL,16,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00266,D17,Donor,NULL,31,NULL,NULL,NULL,NULL,23,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00267,D18,Donor,NULL,25,AA,NULL,NULL,NULL,26,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00268,D19,Donor,NULL,51,Hisp,NULL,NULL,NULL,75,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00269,D20,Donor,NULL,18,NULL,NULL,NULL,NULL,20,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00270,D21,Donor,NULL,59,NULL,NULL,NULL,NULL,30,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00271,D22,Donor,NULL,38,NULL,NULL,NULL,NULL,30,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,0,1,0,1,1,1,1,1,1,1
-bph00272,D23,Donor,NULL,NULL,NULL,NULL,NULL,NULL,28,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00273,D24,Donor,NULL,48,NULL,NULL,NULL,NULL,24,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00274,D25,Donor,NULL,32,NULL,NULL,NULL,NULL,16,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00275,D26,Donor,NULL,29,NULL,NULL,NULL,NULL,19,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00276,D27,Donor,NULL,25,NULL,NULL,NULL,NULL,15,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00277,D28,Donor,NULL,22,NULL,NULL,NULL,NULL,14,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,1,1,0,1,1,1,1,1,1,1
-bph00278,D29,Donor,NULL,42,NULL,NULL,NULL,NULL,18,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,1,0,0,1,1,1,1,1,1,1
-bph00279,D31,Donor,NULL,27,NULL,NULL,NULL,NULL,20,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00280,D32,Donor,NULL,23,NULL,NULL,NULL,NULL,18,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00281,D33,Donor,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00282,D34,Donor,NULL,NULL,NULL,NULL,NULL,NULL,19,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00283,D35,Donor,NULL,29,NULL,NULL,NULL,NULL,20,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00284,D36,Donor,NULL,NULL,NULL,NULL,NULL,NULL,21,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00285,D37,Donor,NULL,29,NULL,NULL,NULL,NULL,24,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00286,D38,Donor,NULL,25,NULL,NULL,NULL,NULL,21,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,0,0,0,1,1,1,1,1,1,1
-bph00287,D39,Donor,NULL,32,NULL,NULL,NULL,NULL,20,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00288,D40,Donor,NULL,40,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-bph00289,D41,Donor,NULL,50,NULL,NULL,NULL,NULL,34,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,1,1,1,0,1,1,1,1,1,1,1
-bph00290,D42,Donor,NULL,40,NULL,NULL,NULL,NULL,27,NULL,NULL,NULL,NULL,0,NULL,NULL,0,NULL,NULL,0,0,0,0,0,0,1,1,1,1,1,1,1
-
diff --git a/layouts/custom/contact.html b/layouts/custom/contact.html
index f04f7d1..36f50cb 100644
--- a/layouts/custom/contact.html
+++ b/layouts/custom/contact.html
@@ -7,16 +7,14 @@
 
 <div class="content">
     <p style="text-align: center">
-        Questions about our research or need a tip on one of our protocols?
-        Interested in collaborations? Email us, mention any person, project, or
-        activity of interest,and we will get back to you soon!
+        Questions about our research or need a tip on one of our protocols? Interested in collaborations? Email us,
+        mention any person, project, or activity of interest,and we will get back to you soon!
     </p>
     <hr>
     <div style="text-align: center">
         <iframe
             src="https://www.google.com/maps/embed?pb=!1m18!1m12!1m3!1d3353.0540362781526!2d-96.84412528424524!3d32.81733318923467!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x864e9c04b088e599%3A0x2e63ea34f8b2150b!2sUT%20Southwestern%20Medical%20Center!5e0!3m2!1sen!2sus!4v1576207208811!5m2!1sen!2sus"
-            width="600" height="450" frameborder="0" style="border:0"
-            allowfullscreen=""></iframe>
+            width="600" height="450" frameborder="0" style="border:0" allowfullscreen=""></iframe>
     </div>
     <hr>
     <div style="text-align: center">
diff --git a/layouts/custom/hu.donor.deep.html b/layouts/custom/hu.donor.deep.html
index 6c253b5..c3c91eb 100644
--- a/layouts/custom/hu.donor.deep.html
+++ b/layouts/custom/hu.donor.deep.html
@@ -160,19 +160,19 @@
         $(function () {
             var genes = {{ index .Site.Data.sc_data.hu_donor_pr_deep.genes }};
             var selectedGene = $("#gene").autocomplete({
-              source: genes.genes,
-              maxResults: 10,
-              maxShowItems: 10,
-              minLength: 1,
+                source: genes.genes,
+                maxResults: 10,
+                maxShowItems: 10,
+                minLength: 1,
             });
-          });
-          $("#analysis").click(function (event) {
+        });
+        $("#analysis").click(function (event) {
             event.preventDefault();
             var genes = {{ index .Site.Data.sc_data.hu_donor_pr_deep.genes }};
             _gene = $("#gene").val().toUpperCase();
             if ($.inArray(_gene, genes.genes) < 0) {
-              alert("Gene " + _gene + " not exist in the data.")
-              return
+                alert("Gene " + _gene + " not exist in the data.")
+                return
             }
             document.getElementById("label.gene").innerHTML = _gene
             document.getElementById("label.populations").innerHTML = "Separated by " + $("#populations").val().toUpperCase()
@@ -186,6 +186,6 @@
             var img = document.getElementById("img.ViolinBox");
             img.src = "https://s3.us-east-2.amazonaws.com/images.gse117403.deep/images/ViolinBox/" + $("#populations").val() + "/genes/" + _gene + "_1.png"
             return (_gene)
-          });
+        });
     </script>
 </head>
\ No newline at end of file
diff --git a/layouts/custom/hu.donor.shallow.html b/layouts/custom/hu.donor.shallow.html
index 1fdd76b..0e9cf0a 100644
--- a/layouts/custom/hu.donor.shallow.html
+++ b/layouts/custom/hu.donor.shallow.html
@@ -1,191 +1,191 @@
 {{ partial "header.html" . }}
 
 <div class="header">
-  <h1>{{ .Title }}</h1>
-  <h2>{{ .Description }}</h2>
+    <h1>{{ .Title }}</h1>
+    <h2>{{ .Description }}</h2>
 </div>
 <div class="content">
-  {{ .Content }}
+    {{ .Content }}
 </div>
 
 <style>
-  .content {
-    margin: 0;
-    max-width: none;
-  }
-
-  .select {
-    float: top;
-    z-index: 1;
-    top: 0px;
-    background: #191818;
-    overflow-x: hidden;
-    padding: 8px 10px;
-  }
-
-  .columnS {
-    float: left;
-    text-align: center;
-    width: 50%;
-  }
-
-  .columnF {
-    float: left;
-    text-align: center;
-    width: 33.33%;
-  }
-
-  .row:after {
-    content: "";
-    display: table;
-    clear: both;
-  }
+    .content {
+        margin: 0;
+        max-width: none;
+    }
 
-  img {
-    max-width: 100%;
-    height: auto;
-  }
+    .select {
+        float: top;
+        z-index: 1;
+        top: 0px;
+        background: #191818;
+        overflow-x: hidden;
+        padding: 8px 10px;
+    }
 
-  @media (max-width: 1000px) {
     .columnS {
-      text-align: right;
-      width: 100%;
+        float: left;
+        text-align: center;
+        width: 50%;
     }
 
     .columnF {
-      width: 100%;
+        float: left;
+        text-align: center;
+        width: 33.33%;
+    }
+
+    .row:after {
+        content: "";
+        display: table;
+        clear: both;
     }
 
-    br {
-      display: none;
+    img {
+        max-width: 100%;
+        height: auto;
+    }
+
+    @media (max-width: 1000px) {
+        .columnS {
+            text-align: right;
+            width: 100%;
+        }
+
+        .columnF {
+            width: 100%;
+        }
+
+        br {
+            display: none;
+        }
     }
-  }
 </style>
 
 <body>
-  <div class="select">
-    <div class="columnS ui-widget">
-      <label for="gene" style="font-family:sans-serif; font-size:18px;"><b>Gene:</b></label>
-      <br>
-      <input id="gene" size="19">
-    </div>
-    <div class="columnS">
-      <label for="populations" style="font-size:18px;">
-        <b>Select a group of cell populations:</b>
-      </label>
-      <br>
-      <select name="populations" id="populations">
-        <option selected="selected" value="Population"> Cell Populations</option>
-        <option>Lineage</option>
-        <option value="Zone">Prostatic Zone</option>
-        <option>Patient</option>
-      </select>
-    </div>
-    <br>
-    <div style="text-align:center">
-      <button type="submit" id="analysis" class="btn btn-primary">Run Analysis</button>
-    </div>
-    <hr>
-    <div>
-      <span style="font-size:16px; font-weight:bold;">Experimental details:</span>
-      <br>
-      <span style="font-size:16px;">
-        Single Cell RNA-Sequencing was conducted on 32,194 cells from peripheral zone and transition zone from the
-        prostate of three 18-38 year old organ donors using the 10x Genomics platform. The cells were clustered and
-        identified by correlation of their transcriptomes to known cell types. Gene expression can be compared by
-        population identity, cell lineage, patient, or dissected prostatic zone. This is the original sequencing depth
-        published.
-      </span>
-    </div>
-  </div>
-  <div align="center">
-    <h1 id="label.gene">NO GENE SELECTED</h1>
-    <h2 id="label.populations"></h2>
-    <div class="columnF">
-      <h4 id="label.ClusterVis">
-        </h3>
-        <div class="img">
-          <img id="img.ClusterVis" src="" />
+    <div class="select">
+        <div class="columnS ui-widget">
+            <label for="gene" style="font-family:sans-serif; font-size:18px;"><b>Gene:</b></label>
+            <br>
+            <input id="gene" size="19">
         </div>
-        <br>
-    </div>
-    <div class="columnF">
-      <h4 id="label.Feature">
-        </h3>
-        <div class="img">
-          <img id="img.Feature" src="" />
+        <div class="columnS">
+            <label for="populations" style="font-size:18px;">
+                <b>Select a group of cell populations:</b>
+            </label>
+            <br>
+            <select name="populations" id="populations">
+                <option selected="selected" value="Population"> Cell Populations</option>
+                <option>Lineage</option>
+                <option value="Zone">Prostatic Zone</option>
+                <option>Patient</option>
+            </select>
         </div>
         <br>
+        <div style="text-align:center">
+            <button type="submit" id="analysis" class="btn btn-primary">Run Analysis</button>
+        </div>
+        <hr>
+        <div>
+            <span style="font-size:16px; font-weight:bold;">Experimental details:</span>
+            <br>
+            <span style="font-size:16px;">
+                Single Cell RNA-Sequencing was conducted on 32,194 cells from peripheral zone and transition zone from
+                the prostate of three 18-38 year old organ donors using the 10x Genomics platform. The cells were
+                clustered and identified by correlation of their transcriptomes to known cell types. Gene expression can
+                be compared by population identity, cell lineage, patient, or dissected prostatic zone. This is the
+                original sequencing depth published.
+            </span>
+        </div>
     </div>
-    <div class="columnF">
-      <h4 id="label.ViolinBox">
-        </h3>
-        <div class="img">
-          <img id="img.ViolinBox" src="" />
+    <div align="center">
+        <h1 id="label.gene">NO GENE SELECTED</h1>
+        <h2 id="label.populations"></h2>
+        <div class="columnF">
+            <h4 id="label.ClusterVis">
+                </h3>
+                <div class="img">
+                    <img id="img.ClusterVis" src="" />
+                </div>
+                <br>
+        </div>
+        <div class="columnF">
+            <h4 id="label.Feature">
+                </h3>
+                <div class="img">
+                    <img id="img.Feature" src="" />
+                </div>
+                <br>
+        </div>
+        <div class="columnF">
+            <h4 id="label.ViolinBox">
+                </h3>
+                <div class="img">
+                    <img id="img.ViolinBox" src="" />
+                </div>
+                <br>
         </div>
-        <br>
     </div>
-  </div>
-  <hr>
-  <div align="left">
-    <div><span style="font-size:18px; font-weight:bold;">Publication found at:</span></div>
-    <div><span style="font-size:16px;"> <a href="https://www.ncbi.nlm.nih.gov/pubmed/?term=30566875"
-          target="_blank">Cell Reports</a></span></div>
-    <div><span style="font-size:18px; font-weight:bold;">Raw data found at:</span></div>
-    <div><span style="font-size:16px;"> <a href="https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE117403"
-          target="_blank">GEO:
-          GSE117403</a></span></div>
-    <div><span style="font-size:16px;"><a href="https://doi.org/10.25548/W-R8CM" target="_blank">GUDMAP:
-          W-R8CM</a></span></div>
-  </div>
+    <hr>
+    <div align="left">
+        <div><span style="font-size:18px; font-weight:bold;">Publication found at:</span></div>
+        <div><span style="font-size:16px;"> <a href="https://www.ncbi.nlm.nih.gov/pubmed/?term=30566875"
+                    target="_blank">Cell Reports</a></span></div>
+        <div><span style="font-size:18px; font-weight:bold;">Raw data found at:</span></div>
+        <div><span style="font-size:16px;"> <a href="https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE117403"
+                    target="_blank">GEO:
+                    GSE117403</a></span></div>
+        <div><span style="font-size:16px;"><a href="https://doi.org/10.25548/W-R8CM" target="_blank">GUDMAP:
+                    W-R8CM</a></span></div>
+    </div>
 </body>
 
 {{ partial "footer.html" . }}
 
 <head>
-  <link rel="stylesheet" href="https://ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/themes/smoothness/jquery-ui.css">
-  <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js"></script>
-  <script src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min.js"></script>
-  <style>
-    .ui-autocomplete {
-      max-height: 200px;
-      overflow-y: auto;
-      overflow-x: hidden;
-    }
-  </style>
-  <script>
-    $(function () {
-      $("#populations").selectmenu({ width: 230 });
-    });
-    $(function () {
-      var genes = {{ index .Site.Data.sc_data.hu_donor_pr_shallow.genes }};
-      var selectedGene = $("#gene").autocomplete({
-        source: genes.genes,
-        maxResults: 10,
-        maxShowItems: 10,
-        minLength: 1,
-      });
-    });
-    $("#analysis").click(function (event) {
-      event.preventDefault();
-      var genes = {{ index .Site.Data.sc_data.hu_donor_pr_shallow.genes }};
-      _gene = $("#gene").val().toUpperCase();
-      if ($.inArray(_gene, genes.genes) < 0) {
-        alert("Gene " + _gene + " not exist in the data.")
-        return
-      }
-      document.getElementById("label.gene").innerHTML = _gene
-      document.getElementById("label.populations").innerHTML = "Separated by " + $("#populations").val().toUpperCase()
-      document.getElementById("label.ClusterVis").innerHTML = "Cluster Visualization"
-      var img = document.getElementById("img.ClusterVis");
-      img.src = "https://s3.us-east-2.amazonaws.com/data.images.gse117403/images/" + $("#populations").val() + "/tsne.png"
-      document.getElementById("label.Feature").innerHTML = "Feature Plot"
-      var img = document.getElementById("img.Feature");
-      img.src = "https://s3.us-east-2.amazonaws.com/data.images.gse117403/images/tsne/" + "genes/" + _gene + "_1.png"
-      document.getElementById("label.ViolinBox").innerHTML = "Violin Box Plot"
-      var img = document.getElementById("img.ViolinBox");
-      img.src = "https://s3.us-east-2.amazonaws.com/data.images.gse117403/images/ViolinBox/" + $("#populations").val() + "/genes/" + _gene + "_1.png"
-      return (_gene)
-    });
-  </script>
+    <link rel="stylesheet" href="https://ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/themes/smoothness/jquery-ui.css">
+    <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js"></script>
+    <script src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min.js"></script>
+    <style>
+        .ui-autocomplete {
+            max-height: 200px;
+            overflow-y: auto;
+            overflow-x: hidden;
+        }
+    </style>
+    <script>
+        $(function () {
+            $("#populations").selectmenu({ width: 230 });
+        });
+        $(function () {
+            var genes = {{ index .Site.Data.sc_data.hu_donor_pr_shallow.genes }};
+            var selectedGene = $("#gene").autocomplete({
+                source: genes.genes,
+                maxResults: 10,
+                maxShowItems: 10,
+                minLength: 1,
+            });
+        });
+        $("#analysis").click(function (event) {
+            event.preventDefault();
+            var genes = {{ index .Site.Data.sc_data.hu_donor_pr_shallow.genes }};
+            _gene = $("#gene").val().toUpperCase();
+            if ($.inArray(_gene, genes.genes) < 0) {
+                alert("Gene " + _gene + " not exist in the data.")
+                return
+            }
+            document.getElementById("label.gene").innerHTML = _gene
+            document.getElementById("label.populations").innerHTML = "Separated by " + $("#populations").val().toUpperCase()
+            document.getElementById("label.ClusterVis").innerHTML = "Cluster Visualization"
+            var img = document.getElementById("img.ClusterVis");
+            img.src = "https://s3.us-east-2.amazonaws.com/data.images.gse117403/images/" + $("#populations").val() + "/tsne.png"
+            document.getElementById("label.Feature").innerHTML = "Feature Plot"
+            var img = document.getElementById("img.Feature");
+            img.src = "https://s3.us-east-2.amazonaws.com/data.images.gse117403/images/tsne/" + "genes/" + _gene + "_1.png"
+            document.getElementById("label.ViolinBox").innerHTML = "Violin Box Plot"
+            var img = document.getElementById("img.ViolinBox");
+            img.src = "https://s3.us-east-2.amazonaws.com/data.images.gse117403/images/ViolinBox/" + $("#populations").val() + "/genes/" + _gene + "_1.png"
+            return (_gene)
+        });
+    </script>
 </head>
\ No newline at end of file
diff --git a/layouts/custom/people.html b/layouts/custom/people.html
index 382df21..b867f93 100644
--- a/layouts/custom/people.html
+++ b/layouts/custom/people.html
@@ -10,18 +10,22 @@
         .column {
             float: left;
         }
+
         .left {
             width: 25%;
         }
+
         .right {
             width: 75%;
         }
+
         .row:after {
             content: "";
             display: table;
             clear: both;
         }
     }
+
     img.pic {
         width: 175px;
         padding: 7px;
diff --git a/layouts/custom/publications.html b/layouts/custom/publications.html
index 3fd85c1..90f9dfe 100644
--- a/layouts/custom/publications.html
+++ b/layouts/custom/publications.html
@@ -5,12 +5,15 @@
         .column {
             float: left;
         }
+
         .left {
             width: 25%;
         }
+
         .right {
             width: 75%;
         }
+
         .row:after {
             content: "";
             display: table;
@@ -26,35 +29,33 @@
     <br>
     <div>
         {{ range first 10 (.Pages.ByParam "odate" ).Reverse }}
-            <div class="row">
-                <div class="column left">
-                    <img src="images/{{.Params.ppic}}" alt="" width="100px;"
-                        style="border:5px double black; border-radius:20%;">
-                </div>
-                <div class="column right">
-                    <h3>{{.Params.pname}}</h3>
-                </div>
+        <div class="row">
+            <div class="column left">
+                <img src="images/{{.Params.ppic}}" alt="" width="100px;"
+                    style="border:5px double black; border-radius:20%;">
+            </div>
+            <div class="column right">
+                <h3>{{.Params.pname}}</h3>
             </div>
-            {{ if not (eq .Params.ppubmed "") }}
-                <h4><i><a
-                    href="https://www.ncbi.nlm.nih.gov/pubmed?term={{.Params.ppubmed}}"
-                    target="_blank">
-            {{else}}
-                <h4><i><a href="{{.Params.plink}}">
-            {{end}}
-                {{.Params.pauthor}}, {{.Params.pjournal}},{{.Params.pdate}}</a></i></h4>
-            {{ range first 1 .Params.prepo }}
-                {{ if not (eq .title "") }}
+        </div>
+        {{ if not (eq .Params.ppubmed "") }}
+        <h4><i><a href="https://www.ncbi.nlm.nih.gov/pubmed?term={{.Params.ppubmed}}" target="_blank">
+                    {{else}}
+                    <h4><i><a href="{{.Params.plink}}">
+                                {{end}}
+                                {{.Params.pauthor}}, {{.Params.pjournal}},{{.Params.pdate}}</a></i></h4>
+                    {{ range first 1 .Params.prepo }}
+                    {{ if not (eq .title "") }}
                     <u>Data Repository:</u><br>
-                {{end}}
-            {{end}}
-            {{ range .Params.prepo }}
-                {{ if not (eq .title "") }}
+                    {{end}}
+                    {{end}}
+                    {{ range .Params.prepo }}
+                    {{ if not (eq .title "") }}
                     <a href="{{.loc}}" target="_blank">{{.title}}</a><br>
-                {{end}}
-            {{end}}
-            <hr><br>
-        {{end}}
+                    {{end}}
+                    {{end}}
+                    <hr><br>
+                    {{end}}
     </div>
 </div>
 
diff --git a/layouts/custom/repository.html b/layouts/custom/repository.html
index 58b8c41..9686f8d 100644
--- a/layouts/custom/repository.html
+++ b/layouts/custom/repository.html
@@ -1,137 +1,978 @@
 {{ partial "header.html" . }}
 
 <div class="header">
- <h1>{{ .Title }}</h1>
- <h2>{{ .Description }}</h2>
+    <h1>{{ .Title }}</h1>
+    <h2>{{ .Description }}</h2>
 </div>
-
 <div class="content">
- {{ .Content }}
-
-
- <!-- Sidebar for Filters -->
-
- <div class= "sidenav">
-  <button class="dropdown-btn">
-   Type 2 Diabetes
-   <i class="fa fa-caret-down"></i>
-  </button>
-        
-  <div id="filter">
-   <input type="checkbox" name="Type 2 diabetes" value="1"> T2 Diabetes  <span class="numbers" id="Type2diabetes1">#</span></input>
-  
-   <br>
-   <input type="checkbox" name="Type 2 diabetes" value="0"> No T2 Diabetes </input>
-   <p class = "numbers" id="Type2diabetes0">#</p>
-  </div>
-
-  <button class="dropdown-btn">
-   Age
-   <i class="fa fa-caret-down"></i>
-  </button>
-  
-  <div id="filter">
-   <input value= "Enter Age Here"></input>
-
-  </div>
-
- <p id="displayFiles">0</p>
-
- 
+    {{ .Content }}
 </div>
 
+<style>
+    .pure-menu-heading {
+        font-family: sans-serif;
+        line-height: 1.15;
+    }
 
+    .pure-menu {
+        font-family: sans-serif;
+        line-height: 1.15;
+    }
 
- <!-- Summary of Filtered Data -->
- <div id="summary">
- </div>
-
- <!-- Files of Filtered Data -->
- <div id="patientFiles">
- </div>
-
-
-</div>
-
+    .pure-menu-social {
+        font-family: sans-serif;
+        line-height: 1.15;
+    }
 
-<head>
-  <link rel="stylesheet" type="text/css" href="/css/sidenavRepository.css"/>
-  <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js"></script>
-  <script src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min.js"></script>
-  <script src="/js/repositoryJS.js"></script>
-</head>
+    .small-print {
+        color: #777;
+        font-family: sans-serif;
+    }
 
-<body>
-<script>
-/*$(document).ready(function(){
-  
-//declare global vars
-  var results = []; //array of records that match the filters
-  var data = {{ index .Site.Data.scRNAseq_huPr_D.updated_cleaned_json }};
-  var numbers = $("#filter").find(".numbers"); //array of all the places we want to update with the # of records that match the filters
-  var filters = [];
-
-//filtering function
- $("input").click(function(){
-
- // get specific vars
-  var name = $(this).attr("name");
-  var value = $(this).attr("value");
-  var id = name + value;
-  id= id.replace(/\s+/g, '');
-
-// if checkbox is checked: add filter values to filter  
-  if ($(this).prop("checked") == true){
-
-   var i;
-   for (i =0; i < data.length; i++){
-    if( data[i][name] == value){
-     results.push(data[i]);
-        $("#"+id).text[numbers.length];
-    }    
-   }
-  }
-
-//if checkbox is not checked: remove filter values from filter 
-  else if ($(this).prop("checked") == false){
-   var i;
-   for (i=0; i<results.length; i++){
-    if (results[i][name]== value){
-     results.splice(i, 1);
-     i--;     
+    .content {
+        margin: 0;
+        max-width: none;
     }
-   } 
-   
-  }
-
-//check data to pull all records that match the current filters
- var i;
- var j;
- for (i = 0; i<numbers.length; i++){
-  var count = 0;
-  $('#displayFiles').text(numbers.length);
- 
-  for (j=0; j <results.length; j++){
-   var id2 = results[j][name]. + results[j][name];
-   // id2 = id2.replace(/\s+/g, '');
-   //   $('#displayFiles').text(id2);
-    if (id2 == numbers[i][id]){
-    count++;
-    $('#displayFiles').text(count);
-    }      
-  }
- }  
- });
-});
-*/
-</script>
 
-</body>
+    .select {
+        float: top;
+        z-index: 1;
+        top: 0px;
+        color: #777;
+        background: #191818;
+        overflow-x: hidden;
+        padding: 8px 10px;
+    }
 
+    .panel_canvas {
+        width: 175px;
+    }
 
+    .icon {
+        font-size: 50px;
+        padding: 5px;
+    }
 
+    th,
+    td {
+        padding: 5px 15px;
+        text-align: center;
+    }
 
+    .no_checkbox>i.jstree-checkbox {
+        display: none
+    }
+</style>
 
+<head>
+    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css">
+    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/js/bootstrap.min.js"></script>
+    <link rel="stylesheet" href="https://ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/themes/smoothness/jquery-ui.css">
+    <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.1/jquery.min.js"></script>
+    <script src="https://ajax.googleapis.com/ajax/libs/jqueryui/1.12.1/jquery-ui.min.js"></script>
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/jstree/3.2.1/themes/default/style.min.css">
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/jstree/3.2.1/jstree.min.js"></script>
+    <script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.5.0/Chart.min.js"></script>
+    <script>
+        $(function () {
+            var repo = {{ index .Site.Data.repository.repository }}
+            var filters = {{ index .Site.Data.repository.filters }}
+            $("#jstree").jstree({
+                "core": {
+                    "data": filters,
+                    "themes": {
+                        "theme": "default",
+                        "dots": false,
+                        "icons": false
+                    },
+                },
+                "checkbox": {
+                    "keep_selected_style": false,
+                    cascade: "",
+                    three_state: false,
+                    whole_node: false,
+                    tie_selection: false
+                },
+                "plugins": ["themes", "checkbox"]
+            })
+
+            $("#jstree").bind("check_node.jstree uncheck_node.jstree", function (e, data) {
+                var checked = $("#jstree").jstree("get_checked")
+                var filter = []
+                for (i = 0; i < checked.length; i++) {
+                    for (j = 0; j < filters.length; j++) {
+                        if (checked[i] == filters[j].id) {
+                            filter.push(filters[j].text)
+                        }
+                    }
+                }
+                filtered = filterRepo(repo, checked)
+                filterRepoGroups_out = filterRepoGroups(repo, filtered)
+                filtered_dis = filterRepoGroups_out[0]
+                filtered_bmi = filterRepoGroups_out[1]
+                filtered_t2d = filterRepoGroups_out[2]
+                filtered_eth = filterRepoGroups_out[3]
+                filtered_age = filterRepoGroups_out[4]
+                filtered_prv = filterRepoGroups_out[5]
+                filtered_psa = filterRepoGroups_out[6]
+                filtered_ari = filterRepoGroups_out[7]
+                filtered_alb = filterRepoGroups_out[8]
+                document.getElementById("total").innerHTML = filtered.length
+                if (checked.length == 0) {
+                    document.getElementById("filters").innerHTML = "NO"
+                } else {
+                    document.getElementById("filters").innerHTML = filter
+                }
+                filterDoughnut_out = filterDoughnut(filtered_bmi, filtered_t2d, filtered_eth, filtered_age, filtered_prv, filtered_psa, filtered_ari, filtered_alb)
+                doughnut_data_dis = filterDoughnut_out[0]
+                doughnut_data_bmi = filterDoughnut_out[1]
+                doughnut_data_t2d = filterDoughnut_out[2]
+                doughnut_data_eth = filterDoughnut_out[3]
+                doughnut_data_age = filterDoughnut_out[4]
+                doughnut_data_prv = filterDoughnut_out[5]
+                doughnut_data_psa = filterDoughnut_out[6]
+                doughnut_data_ari = filterDoughnut_out[7]
+                doughnut_data_alb = filterDoughnut_out[8]
+                dis.destroy()
+                dis = new Chart(document.getElementById("doughnut-dis"), { type: "doughnut", data: doughnut_data_dis, options: doughnut_options })
+                bmi.destroy()
+                bmi = new Chart(document.getElementById("doughnut-bmi"), { type: "doughnut", data: doughnut_data_bmi, options: doughnut_options })
+                t2d.destroy()
+                t2d = new Chart(document.getElementById("doughnut-t2d"), { type: "doughnut", data: doughnut_data_t2d, options: doughnut_options })
+                eth.destroy()
+                eth = new Chart(document.getElementById("doughnut-eth"), { type: "doughnut", data: doughnut_data_eth, options: doughnut_options })
+                age.destroy()
+                age = new Chart(document.getElementById("doughnut-age"), { type: "doughnut", data: doughnut_data_age, options: doughnut_options })
+                prv.destroy()
+                prv = new Chart(document.getElementById("doughnut-prv"), { type: "doughnut", data: doughnut_data_prv, options: doughnut_options })
+                psa.destroy()
+                psa = new Chart(document.getElementById("doughnut-psa"), { type: "doughnut", data: doughnut_data_psa, options: doughnut_options })
+                ari.destroy()
+                ari = new Chart(document.getElementById("doughnut-ari"), { type: "doughnut", data: doughnut_data_ari, options: doughnut_options })
+                alb.destroy()
+                alb = new Chart(document.getElementById("doughnut-alb"), { type: "doughnut", data: doughnut_data_alb, options: doughnut_options })
+                tableData(repo, filtered)
+            })
+            checked = []
+            filtered = filterRepo(repo, checked)
+            filterRepoGroups_out = filterRepoGroups(repo, filtered)
+            filtered_dis = filterRepoGroups_out[0]
+            filtered_bmi = filterRepoGroups_out[1]
+            filtered_t2d = filterRepoGroups_out[2]
+            filtered_eth = filterRepoGroups_out[3]
+            filtered_age = filterRepoGroups_out[4]
+            filtered_prv = filterRepoGroups_out[5]
+            filtered_psa = filterRepoGroups_out[6]
+            filtered_ari = filterRepoGroups_out[7]
+            filtered_alb = filterRepoGroups_out[8]
+            document.getElementById("total").innerHTML = filtered.length
+            document.getElementById("filters").innerHTML = "NO"
+            filterDoughnut_out = filterDoughnut(filtered_bmi, filtered_t2d, filtered_eth, filtered_age, filtered_prv, filtered_psa, filtered_ari, filtered_alb)
+            doughnut_data_dis = filterDoughnut_out[0]
+            doughnut_data_bmi = filterDoughnut_out[1]
+            doughnut_data_t2d = filterDoughnut_out[2]
+            doughnut_data_eth = filterDoughnut_out[3]
+            doughnut_data_age = filterDoughnut_out[4]
+            doughnut_data_prv = filterDoughnut_out[5]
+            doughnut_data_psa = filterDoughnut_out[6]
+            doughnut_data_ari = filterDoughnut_out[7]
+            doughnut_data_alb = filterDoughnut_out[8]
+            dis = new Chart(document.getElementById("doughnut-dis"), { type: "doughnut", data: doughnut_data_dis, options: doughnut_options })
+            bmi = new Chart(document.getElementById("doughnut-bmi"), { type: "doughnut", data: doughnut_data_bmi, options: doughnut_options })
+            t2d = new Chart(document.getElementById("doughnut-t2d"), { type: "doughnut", data: doughnut_data_t2d, options: doughnut_options })
+            eth = new Chart(document.getElementById("doughnut-eth"), { type: "doughnut", data: doughnut_data_eth, options: doughnut_options })
+            age = new Chart(document.getElementById("doughnut-age"), { type: "doughnut", data: doughnut_data_age, options: doughnut_options })
+            prv = new Chart(document.getElementById("doughnut-prv"), { type: "doughnut", data: doughnut_data_prv, options: doughnut_options })
+            psa = new Chart(document.getElementById("doughnut-psa"), { type: "doughnut", data: doughnut_data_psa, options: doughnut_options })
+            ari = new Chart(document.getElementById("doughnut-ari"), { type: "doughnut", data: doughnut_data_ari, options: doughnut_options })
+            alb = new Chart(document.getElementById("doughnut-alb"), { type: "doughnut", data: doughnut_data_alb, options: doughnut_options })
+
+            tableData(repo, filtered)
+        })
+        var doughnut_options = {
+            responsive: true,
+            legend: {
+                display: false
+            }
+        }
+        function filterRepo(repo, checked) {
+            filtered = []
+            filtered_dis = []
+            filtered_eth = []
+            filtered_age = []
+            filtered_bmi = []
+            filtered_t2d = []
+            filtered_bphsurg = []
+            filtered_ari = []
+            filtered_aril = []
+            filtered_prvol = []
+            filtered_repo_pr_cry = []
+            filtered_repo_pr_ff = []
+            filtered_repo_pr_ffpe = []
+            filtered_repo_pr_oct = []
+            filtered_repo_bl = []
+            filtered_repo_sv = []
+            filtered_repo_vd = []
+            filtered_repo_ut = []
+            for (i = 0; i < repo.length; i++) {
+                filtered.push(repo[i].PatientID)
+                if (checked.includes("disease.d")) {
+                    if (repo[i]["Disease Status"] == "Donor") {
+                        filtered_dis.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("disease.b")) {
+                    if (repo[i]["Disease Status"] == "BPH") {
+                        filtered_dis.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("disease.c")) {
+                    if (repo[i]["Disease Status"] == "Cancer") {
+                        filtered_dis.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("disease.d") && !checked.includes("disease.b") && !checked.includes("disease.c")) {
+                    filtered_dis.push(repo[i].PatientID)
+                }
+                if (checked.includes("ethn.aa")) {
+                    if (repo[i].Ethnicity == "AA") {
+                        filtered_eth.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("ethn.as")) {
+                    if (repo[i].Ethnicity == "Asian") {
+                        filtered_eth.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("ethn.ca")) {
+                    if (repo[i].Ethnicity == "Cauc") {
+                        filtered_eth.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("ethn.hi")) {
+                    if (repo[i].Ethnicity == "Hisp") {
+                        filtered_eth.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("ethn.uk")) {
+                    if (repo[i].Ethnicity == "unknown") {
+                        filtered_eth.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("ethn.aa") && !checked.includes("ethn.as") && !checked.includes("ethn.ca") && !checked.includes("ethn.hi") && !checked.includes("ethn.uk")) {
+                    filtered_eth.push(repo[i].PatientID)
+                }
+                if (checked.includes("age.40")) {
+                    if (repo[i].Age < 41) {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("age.50")) {
+                    if (repo[i].Age >= 41 && repo[i].Age < 51) {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("age.60")) {
+                    if (repo[i].Age >= 51 && repo[i].Age < 61) {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("age.70")) {
+                    if (repo[i].Age >= 61 && repo[i].Age < 71) {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("age.80")) {
+                    if (repo[i].Age >= 71 && repo[i].Age < 81) {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("age.90")) {
+                    if (repo[i].Age >= 81 && repo[i].Age < 91) {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("age.100")) {
+                    if (repo[i].Age >= 91) {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("age.uk")) {
+                    if (repo[i].Age == "unknown") {
+                        filtered_age.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("age.40") && !checked.includes("age.50") && !checked.includes("age.60") && !checked.includes("age.70") && !checked.includes("age.80") && !checked.includes("age.90") && !checked.includes("age.100") && !checked.includes("age.uk")) {
+                    filtered_age.push(repo[i].PatientID)
+                }
+                if (checked.includes("bmi.uw")) {
+                    if (repo[i].BMI < 18.5) {
+                        filtered_bmi.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bmi.nw")) {
+                    if (repo[i].BMI >= 18.5 && repo[i].BMI < 25) {
+                        filtered_bmi.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bmi.ow")) {
+                    if (repo[i].BMI >= 25 && repo[i].BMI < 30) {
+                        filtered_bmi.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bmi.ob")) {
+                    if (repo[i].BMI >= 30 && repo[i].BMI < 35) {
+                        filtered_bmi.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bmi.vo")) {
+                    if (repo[i].BMI >= 35 && repo[i].BMI < 40) {
+                        filtered_bmi.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bmi.so")) {
+                    if (repo[i].BMI >= 40) {
+                        filtered_bmi.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bmi.uk")) {
+                    if (repo[i].BMI == "unknown") {
+                        filtered_bmi.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("bmi.uw") && !checked.includes("bmi.nw") && !checked.includes("bmi.ow") && !checked.includes("bmi.ob") && !checked.includes("bmi.vo") && !checked.includes("bmi.so") && !checked.includes("bmi.uk")) {
+                    filtered_bmi.push(repo[i].PatientID)
+                }
+                if (checked.includes("t2d.y")) {
+                    if (repo[i]["Type 2 diabetes"] == 1) {
+                        filtered_t2d.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("t2d.n")) {
+                    if (repo[i]["Type 2 diabetes"] == 0) {
+                        filtered_t2d.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("t2d.uk")) {
+                    if (repo[i]["Type 2 diabetes"] == "unknown") {
+                        filtered_t2d.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("t2d.y") && !checked.includes("t2d.n") && !checked.includes("t2d.uk")) {
+                    filtered_t2d.push(repo[i].PatientID)
+                }
+                if (checked.includes("bphsurg.simp")) {
+                    if (repo[i]["BPH surgery"] == "Simple") {
+                        filtered_bphsurg.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bphsurg.turp")) {
+                    if (repo[i]["BPH surgery"] == "TURP") {
+                        filtered_bphsurg.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("bphsurg.uk")) {
+                    if (repo[i]["BPH surgery"] == "unknown") {
+                        filtered_bphsurg.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("bphsurg.simp") && !checked.includes("bphsurg.turp") && !checked.includes("bphsurg.uk")) {
+                    filtered_bphsurg.push(repo[i].PatientID)
+                }
+                if (checked.includes("5ari.y")) {
+                    if (repo[i]["5ARI"] == 1) {
+                        filtered_ari.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("5ari.n")) {
+                    if (repo[i]["5ARI"] == 0) {
+                        filtered_ari.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("5ari.uk")) {
+                    if (repo[i]["5ARI"] == "unknown") {
+                        filtered_ari.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("5ari.y") && !checked.includes("5ari.n") && !checked.includes("5ari.uk")) {
+                    filtered_ari.push(repo[i].PatientID)
+                }
+                if (checked.includes("5aril.10")) {
+                    if (repo[i]["5ARI length (months)"] < 10) {
+                        filtered_aril.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("5aril.20")) {
+                    if (repo[i]["5ARI length (months)"] >= 10 && repo[i]["5ARI length (months)"] < 20) {
+                        filtered_aril.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("5aril.30")) {
+                    if (repo[i]["5ARI length (months)"] >= 20) {
+                        filtered_aril.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("5aril.uk")) {
+                    if (repo[i]["5ARI length (months)"] == "unknown") {
+                        filtered_aril.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("5aril.na")) {
+                    if (repo[i]["5ARI length (months)"] == "na") {
+                        filtered_aril.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("5aril.10") && !checked.includes("5aril.20") && !checked.includes("5aril.30") && !checked.includes("5aril.uk") && !checked.includes("5aril.na")) {
+                    filtered_aril.push(repo[i].PatientID)
+                }
+                if (checked.includes("prvol.low")) {
+                    if (repo[i]["Prostate volume"] < 31) {
+                        filtered_prvol.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("prvol.med")) {
+                    if (repo[i]["Prostate volume"] >= 31 && repo[i]["Prostate volume"] < 81) {
+                        filtered_prvol.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("prvol.hi")) {
+                    if (repo[i]["Prostate volume"] >= 81 && repo[i]["Prostate volume"] < 121) {
+                        filtered_prvol.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("prvol.vhi")) {
+                    if (repo[i]["Prostate volume"] >= 121) {
+                        filtered_prvol.push(repo[i].PatientID)
+                    }
+                }
+                if (checked.includes("prvol.uk")) {
+                    if (repo[i]["Prostate volume"] == "unknown") {
+                        filtered_prvol.push(repo[i].PatientID)
+                    }
+                }
+                if (!checked.includes("prvol.low") && !checked.includes("prvol.med") && !checked.includes("prvol.hi") && !checked.includes("prvol.vhi") && !checked.includes("prvol.uk")) {
+                    filtered_prvol.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.pr.cry")) {
+                    if (repo[i]["Cryopreserved single cells"] == 1) {
+                        filtered_repo_pr_cry.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_pr_cry.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.pr.ff")) {
+                    if (repo[i]["Flash frozen"] == 1) {
+                        filtered_repo_pr_ff.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_pr_ff.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.pr.ffpe")) {
+                    if (repo[i]["Paraffin block"] == 1) {
+                        filtered_repo_pr_ffpe.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_pr_ffpe.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.pr.oct")) {
+                    if (repo[i]["OCT block"] == 1) {
+                        filtered_repo_pr_oct.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_pr_oct.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.bl")) {
+                    if (repo[i]["Matching bladder"] == 1) {
+                        filtered_repo_bl.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_bl.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.sv")) {
+                    if (repo[i]["Matching Seminal vesicle"] == 1) {
+                        filtered_repo_sv.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_sv.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.vd")) {
+                    if (repo[i]["Matching vas deferens"] == 1) {
+                        filtered_repo_vd.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_vd.push(repo[i].PatientID)
+                }
+                if (checked.includes("repo.ut")) {
+                    if (repo[i]["Matching ureter"] == 1) {
+                        filtered_repo_ut.push(repo[i].PatientID)
+                    }
+                } else {
+                    filtered_repo_ut.push(repo[i].PatientID)
+                }
+            }
+            filtered = intersect(filtered, filtered_dis)
+            filtered = intersect(filtered, filtered_eth)
+            filtered = intersect(filtered, filtered_age)
+            filtered = intersect(filtered, filtered_bmi)
+            filtered = intersect(filtered, filtered_t2d)
+            filtered = intersect(filtered, filtered_bphsurg)
+            filtered = intersect(filtered, filtered_ari)
+            filtered = intersect(filtered, filtered_aril)
+            filtered = intersect(filtered, filtered_prvol)
+            filtered = intersect(filtered, filtered_repo_pr_cry)
+            filtered = intersect(filtered, filtered_repo_pr_ff)
+            filtered = intersect(filtered, filtered_repo_pr_ffpe)
+            filtered = intersect(filtered, filtered_repo_pr_oct)
+            filtered = intersect(filtered, filtered_repo_bl)
+            filtered = intersect(filtered, filtered_repo_sv)
+            filtered = intersect(filtered, filtered_repo_vd)
+            filtered = intersect(filtered, filtered_repo_ut)
+
+            filtered = filtered.filter(onlyUnique)
+            if (checked.length == 0) {
+                filtered = []
+                for (i = 0; i < repo.length; i++) {
+                    filtered.push(repo[i].PatientID)
+                }
+            }
+
+            document.getElementById("test").innerHTML = ""
+
+            return filtered
+        }
+        function filterRepoGroups(repo, filtered) {
+            filtered_dis = []
+            filtered_dis_d = []
+            filtered_dis_b = []
+            filtered_dis_c = []
+            filtered_bmi = []
+            filtered_bmi_uw = []
+            filtered_bmi_nw = []
+            filtered_bmi_ow = []
+            filtered_bmi_ob = []
+            filtered_bmi_vo = []
+            filtered_bmi_so = []
+            filtered_bmi_uk = []
+            filtered_t2d = []
+            filtered_t2d_no = []
+            filtered_t2d_ys = []
+            filtered_t2d_uk = []
+            filtered_eth = []
+            filtered_eth_aa = []
+            filtered_eth_as = []
+            filtered_eth_ca = []
+            filtered_eth_hi = []
+            filtered_eth_uk = []
+            filtered_eth = []
+            filtered_eth_aa = []
+            filtered_eth_as = []
+            filtered_eth_ca = []
+            filtered_eth_hi = []
+            filtered_eth_uk = []
+            filtered_age = []
+            filtered_age_40 = []
+            filtered_age_50 = []
+            filtered_age_60 = []
+            filtered_age_70 = []
+            filtered_age_80 = []
+            filtered_age_90 = []
+            filtered_age_100 = []
+            filtered_age_uk = []
+            filtered_prv = []
+            filtered_prv_40 = []
+            filtered_prv_50 = []
+            filtered_prv_60 = []
+            filtered_prv_uk = []
+            filtered_psa = []
+            filtered_psa_nm = []
+            filtered_psa_lr = []
+            filtered_psa_hr = []
+            filtered_psa_uk = []
+            filtered_ari = []
+            filtered_ari_ys = []
+            filtered_ari_no = []
+            filtered_ari_uk = []
+            filtered_alb = []
+            filtered_alb_ys = []
+            filtered_alb_no = []
+            filtered_alb_uk = []
+            for (i = 0; i < repo.length; i++) {
+                if (filtered.includes(repo[i].PatientID)) {
+                    if (repo[i]["Disease Status"] == "Donor") {
+                        filtered_dis_d.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Disease Status"] == "BPH") {
+                        filtered_dis_b.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Disease Status"] == "Cancer") {
+                        filtered_dis_c.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i].BMI < 18.5) {
+                        filtered_bmi_uw.push(repo[i].PatientID)
+                    }
+                    if (repo[i].BMI >= 18.5 && repo[i].BMI < 25) {
+                        filtered_bmi_nw.push(repo[i].PatientID)
+                    }
+                    if (repo[i].BMI >= 25 && repo[i].BMI < 30) {
+                        filtered_bmi_ow.push(repo[i].PatientID)
+                    }
+                    if (repo[i].BMI >= 30 && repo[i].BMI < 35) {
+                        filtered_bmi_ob.push(repo[i].PatientID)
+                    }
+                    if (repo[i].BMI >= 35 && repo[i].BMI < 40) {
+                        filtered_bmi_vo.push(repo[i].PatientID)
+                    }
+                    if (repo[i].BMI >= 40) {
+                        filtered_bmi_so.push(repo[i].PatientID)
+                    }
+                    if (repo[i].BMI == "unknown") {
+                        filtered_bmi_uk.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i]["Type 2 diabetes"] == 0) {
+                        filtered_t2d_no.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Type 2 diabetes"] == 1) {
+                        filtered_t2d_ys.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Type 2 diabetes"] == "unknown") {
+                        filtered_t2d_uk.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i].Ethnicity == "AA") {
+                        filtered_eth_aa.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Ethnicity == "Asian") {
+                        filtered_eth_as.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Ethnicity == "Cauc") {
+                        filtered_eth_ca.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Ethnicity == "Hisp") {
+                        filtered_eth_hi.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Ethnicity == "unknown") {
+                        filtered_eth_uk.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i].Age < 41) {
+                        filtered_age_40.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Age >= 41 && repo[i].Age < 51) {
+                        filtered_age_50.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Age >= 51 && repo[i].Age < 61) {
+                        filtered_age_60.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Age >= 61 && repo[i].Age < 71) {
+                        filtered_age_70.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Age >= 71 && repo[i].Age < 81) {
+                        filtered_age_80.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Age >= 81 && repo[i].Age < 91) {
+                        filtered_age_90.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Age >= 91) {
+                        filtered_age_100.push(repo[i].PatientID)
+                    }
+                    if (repo[i].Age == "unknown") {
+                        filtered_age_uk.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i]["Prostate volume"] < 41) {
+                        filtered_prv_40.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Prostate volume"] >= 41 && repo[i]["Prostate volume"] < 51) {
+                        filtered_prv_50.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Prostate volume"] >= 51) {
+                        filtered_prv_60.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Prostate volume"] == "unknown") {
+                        filtered_prv_uk.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i].PSA < 1) {
+                        filtered_psa_nm.push(repo[i].PatientID)
+                    }
+                    if (repo[i].PSA >= 1 && repo[i].PSA < 3) {
+                        filtered_psa_lr.push(repo[i].PatientID)
+                    }
+                    if (repo[i].PSA >= 3) {
+                        filtered_psa_hr.push(repo[i].PatientID)
+                    }
+                    if (repo[i].PSA == "unknown") {
+                        filtered_psa_uk.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i]["5ARI"] == 1) {
+                        filtered_ari_ys.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["5ARI"] == 0) {
+                        filtered_ari_no.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["5ARI"] == "unknown") {
+                        filtered_ari_uk.push(repo[i].PatientID)
+                    }
+
+                    if (repo[i]["Alpha blocker"] == 1) {
+                        filtered_alb_ys.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Alpha blocker"] == 0) {
+                        filtered_alb_no.push(repo[i].PatientID)
+                    }
+                    if (repo[i]["Alpha blocker"] == "unknown") {
+                        filtered_alb_uk.push(repo[i].PatientID)
+                    }
+                }
+            }
+            filtered_dis = [filtered_dis_d.length, filtered_dis_b.length, filtered_dis_c.length]
+            filtered_bmi = [filtered_bmi_uw.length, filtered_bmi_nw.length, filtered_bmi_ow.length, filtered_bmi_ob.length, filtered_bmi_vo.length, filtered_bmi_so.length, filtered_bmi_uk.length]
+            filtered_t2d = [filtered_t2d_no.length, filtered_t2d_ys.length, filtered_t2d_uk.length]
+            filtered_eth = [filtered_eth_aa.length, filtered_eth_as.length, filtered_eth_ca.length, filtered_eth_hi.length, filtered_eth_uk.length]
+            filtered_age = [filtered_age_40.length, filtered_age_50.length, filtered_age_60.length, filtered_age_70.length, filtered_age_80.length, filtered_age_90.length, filtered_age_100.length, filtered_age_uk.length]
+            filtered_prv = [filtered_prv_40.length, filtered_prv_50.length, filtered_prv_60.length, filtered_prv_uk.length]
+            filtered_psa = [filtered_psa_nm.length, filtered_psa_lr.length, filtered_psa_hr.length, filtered_psa_uk.length]
+            filtered_ari = [filtered_ari_ys.length, filtered_ari_no.length, filtered_ari_uk.length]
+            filtered_alb = [filtered_alb_ys.length, filtered_alb_no.length, filtered_alb_uk.length]
+
+            return [
+                filtered_dis,
+                filtered_bmi,
+                filtered_t2d,
+                filtered_eth,
+                filtered_age,
+                filtered_prv,
+                filtered_psa,
+                filtered_ari,
+                filtered_alb
+            ]
+        }
+        function filterDoughnut(filtered_bmi, filtered_t2d, filtered_eth, filtered_age, filtered_prv, filtered_psa, filtered_ari, filtered_alb) {
+            doughnut_data_dis = []
+            doughnut_data_bmi = []
+            doughnut_data_t2d = []
+            doughnut_data_eth = []
+            doughnut_data_age = []
+            doughnut_data_prv = []
+            doughnut_data_psa = []
+            doughnut_data_ari = []
+            doughnut_data_alb = []
+            doughnut_data_dis = {
+                labels: ["Donor (normal)", "BPH", "Prostate Cancer"],
+                datasets: [{
+                    data: filtered_dis,
+                    backgroundColor: ["#440154", "#21908C", "#FDE725"]
+                }]
+            }
+            doughnut_data_bmi = {
+                labels: ["Underweight", "Normal Weight", "Overweight", "Obese", "Very Obese", "Severely Obese", "Unknown"],
+                datasets: [{
+                    data: filtered_bmi,
+                    backgroundColor: ["#440154", "#443A83", "#31688E", "#21908C", "#35B779", "#8FD744", "#FDE725"]
+                }]
+            }
+            doughnut_data_t2d = {
+                labels: ["No", "Yes", "Unknown"],
+                datasets: [{
+                    data: filtered_t2d,
+                    backgroundColor: ["#440154", "#21908C", "#FDE725"]
+                }]
+            }
+            doughnut_data_eth = {
+                labels: ["African American", "Asian", "Caucasian", "Hispanic", "Unknown"],
+                datasets: [{
+                    data: filtered_eth,
+                    backgroundColor: ["#440154", "#3B528B", "#21908C", "#5DC863", "#FDE725"]
+                }]
+            }
+            doughnut_data_age = {
+                labels: ["0-40yo", "41-50yo", "51-60yo", "61-70yo", "71-80yo", "81-90yo", "91+yo", "Unknown"],
+                datasets: [{
+                    data: filtered_age,
+                    backgroundColor: ["#440154", "#46337E", "#365C8D", "#277F8E", "#1FA187", "#4AC16D", "#9FDA3A", "#FDE725"]
+                }]
+            }
+            doughnut_data_prv = {
+                labels: ["0-40cc", "41-50cc", "50+cc", "Unknown"],
+                datasets: [{
+                    data: filtered_prv,
+                    backgroundColor: ["#440154", "#31688E", "#35B779", "#FDE725"]
+                }]
+            }
+            doughnut_data_psa = {
+                labels: ["Normal", "Low Risk", "High Risk", "Unknown"],
+                datasets: [{
+                    data: filtered_psa,
+                    backgroundColor: ["#440154", "#31688E", "#35B779", "#FDE725"]
+                }]
+            }
+            doughnut_data_ari = {
+                labels: ["Yes", "No", "Unknown"],
+                datasets: [{
+                    data: filtered_ari,
+                    backgroundColor: ["#440154", "#21908C", "#FDE725"]
+                }]
+            }
+            doughnut_data_alb = {
+                labels: ["Yes", "No", "Unknown"],
+                datasets: [{
+                    data: filtered_alb,
+                    backgroundColor: ["#440154", "#21908C", "#FDE725"]
+                }]
+            }
+
+            return [
+                doughnut_data_dis,
+                doughnut_data_bmi,
+                doughnut_data_t2d,
+                doughnut_data_eth,
+                doughnut_data_age,
+                doughnut_data_prv,
+                doughnut_data_psa,
+                doughnut_data_ari,
+                doughnut_data_alb
+            ]
+        }
+        function tableData(repo, fitered) {
+            let table = document.getElementById("samplesTable")
+            while (table.rows.length > 1) {
+                table.deleteRow(-1);
+            }
+            for (i = 0; i < repo.length; i++) {
+                if (filtered.includes(repo[i].PatientID)) {
+                    let newRow = table.insertRow(-1)
+                    var row_ds = newRow.insertCell(0)
+                    var row_si = newRow.insertCell(1)
+                    var row_ag = newRow.insertCell(2)
+                    var row_et = newRow.insertCell(3)
+                    row_ds.innerHTML = repo[i]["Disease Status"]
+                    row_si.innerHTML = repo[i]["Study ID"]
+                    row_ag.innerHTML = repo[i].Age
+                    row_et.innerHTML = repo[i].Ethnicity
+                }
+            }
+        }
+        function onlyUnique(value, index, self) {
+            return self.indexOf(value) === index
+        }
+        function intersect(a, b) {
+            var t;
+            if (b.length > a.length) t = b, b = a, a = t;
+            return a.filter(function (e) {
+                return b.indexOf(e) > -1;
+            });
+        }
+    </script>
+</head>
 
+<body>
+    <div class="select">
+        <div id="jstree"></div>
+    </div>
+    <br>
+    <div class="container" style="max-width: none;">
+        <div class="row">
+            <div class="col-8" style="color: grey; background-color: #191818;">
+                <h4 id="total"></h4>
+                <h5>Patients</h5>
+            </div>
+            <div class="col-4 text-right" style="color: grey; background-color: #191818;">
+                <i class='fa fa-user icon'></i>
+            </div>
+        </div>
+        <div class="row">
+            <div class="col-8" style="color: grey; background-color: #191818;">
+                <h4 id="filters"></h4>
+                <h5>Filters</h5>
+            </div>
+            <div class="col-4 text-right" style="color: grey; background-color: #191818;">
+                <i class='fa fa-filter icon'></i>
+            </div>
+        </div>
+    </div>
+    <p id="test">Test</p>
+    <hr>
+    <div class="container" align=center style="max-width: none;">
+        <div class="row">
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>Disease Status</p>
+                    <hr>
+                    <canvas id="doughnut-dis" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>BMI</p>
+                    <hr>
+                    <canvas id="doughnut-bmi" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>Type 2 Diabetes</p>
+                    <hr>
+                    <canvas id="doughnut-t2d" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>Ethnicity</p>
+                    <hr>
+                    <canvas id="doughnut-eth" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>Age</p>
+                    <hr>
+                    <canvas id="doughnut-age" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>Prostate Volume</p>
+                    <hr>
+                    <canvas id="doughnut-prv" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>PSA</p>
+                    <hr>
+                    <canvas id="doughnut-psa" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>5ARI Treatment</p>
+                    <hr>
+                    <canvas id="doughnut-ari" width="150" height="150"></canvas>
+                </div>
+            </div>
+            <div class="col">
+                <div class="panel_canvas" style="text-align:center;">
+                    <p>Alpha Blocker Treatment</p>
+                    <hr>
+                    <canvas id="doughnut-alb" width="150" height="150"></canvas>
+                </div>
+            </div>
+        </div>
+    </div>
+    <hr>
+    <div class="container" align=center style="max-width: none;">
+        <table id="samplesTable" border="1">
+            <tr>
+                <th>Disease</th>
+                <th>ID</th>
+                <th>Age</th>
+                <th>Ethnicity</th>
+            </tr>
+        </table>
+    </div>
+</body>
 
 {{ partial "footer.html" . }}
\ No newline at end of file
diff --git a/layouts/custom/research.html b/layouts/custom/research.html
index e1c9ca3..d2dc31d 100644
--- a/layouts/custom/research.html
+++ b/layouts/custom/research.html
@@ -11,28 +11,33 @@
         display: table;
         clear: both;
     }
+
     div.fig {
         padding: 1px;
         border: 1px solid black;
         margin: auto;
         background-color: LightGrey;
     }
+
     div.fig img {
         width: 500px;
         max-width: 100%;
         height: auto;
         padding: 1px;
     }
+
     div.lab {
         text-align: justify;
         padding-left: 10px;
         padding-right: 10px;
     }
+
     @media (min-width: 1000px) {
         div.fig {
             float: left;
             margin: 1px 10px 1px 1px;
         }
+
         br {
             display: none;
         }
@@ -42,41 +47,30 @@
     <div class="section">
         <H1 align="center">Overview</H1>
         <p style="text-align:justify; font-size:18px">
-            The main goals of the Strand lab are to create accurate cellular
-            atlases of the human and mouse lower
-            urinary tract, characterize the molecular and cellular alterations
-            in human lower urinary tract disease, and
+            The main goals of the Strand lab are to create accurate cellular atlases of the human and mouse lower
+            urinary tract, characterize the molecular and cellular alterations in human lower urinary tract disease, and
             build appropriate models of the human disease in novel mouse models.
         </p>
     </div>
     <div class="section">
         <H1 align="center">Benign Prostatic Hyperplasia</H1>
         <div class="fig" style="max-width:250px">
-            <img src="/research.images/prostate.jpg" alt="prostate" class="img"
-                />
+            <img src="/research.images/prostate.jpg" alt="prostate" class="img" />
             <div class="lab">
-                <p>Cross-section of a prostate gland, showing the transition
-                    zone (TZ) and the peripheral zone (PZ)</p>
+                <p>Cross-section of a prostate gland, showing the transition zone (TZ) and the peripheral zone (PZ)</p>
             </div>
             <p class="br"></p>
         </div>
         <p style="text-align:justify; font-size:18px">
-            A goal of the Strand laboratory is to understand the cellular and
-            molecular biology of lower urinary tract
-            symptoms (LUTS) due to benign prostatic hyperplasia (BPH) or bladder
-            dysfunction. BPH/LUTS is present in the
-            vast majority of men over 70 years old resulting in medical
-            treatment or surgical intervention.
+            A goal of the Strand laboratory is to understand the cellular and molecular biology of lower urinary tract
+            symptoms (LUTS) due to benign prostatic hyperplasia (BPH) or bladder dysfunction. BPH/LUTS is present in the
+            vast majority of men over 70 years old resulting in medical treatment or surgical intervention.
         </p>
         <p style="text-align:justify; font-size:18px">
-            We focus on translational questions related to progression of
-            BPH/LUTS in order to develop new targets for
-            therapeutic intervention. In particular, we are interested in
-            characterizing the cellular composition of
-            particular phenotypes that are resistant to current therapies. We
-            use a combination of single cell RNA
-            sequencing, flow cytometry and immunohistochemistry on normal and
-            diseased human specimens to build a
+            We focus on translational questions related to progression of BPH/LUTS in order to develop new targets for
+            therapeutic intervention. In particular, we are interested in characterizing the cellular composition of
+            particular phenotypes that are resistant to current therapies. We use a combination of single cell RNA
+            sequencing, flow cytometry and immunohistochemistry on normal and diseased human specimens to build a
             cellular atlas of prostate and bladder disease.
         </p>
     </div>
@@ -84,82 +78,56 @@
     <div class="section">
         <H1 align="center">Pathological Heterogeneity in BPH</H1>
         <div class="fig" style="max-width:500px">
-            <img src="/research.images/pheno.jpg" alt="phenotypes" class="img"
-                />
+            <img src="/research.images/pheno.jpg" alt="phenotypes" class="img" />
             <div class="lab">
-                <p>Phenotypic diversity in BPH. Left: glandular enlargement.
-                    Middle: Stromal enlargement. Right: Mixed
+                <p>Phenotypic diversity in BPH. Left: glandular enlargement. Middle: Stromal enlargement. Right: Mixed
                     type.</p>
             </div>
         </div>
         <p style="text-align:justify; font-size:18px">
-            We believe that the basis for heterogeneous clinical responses in
-            BPH is pathologic diversity. There are a
-            number of phenotypes evident across and even within patients. In one
-            area, a patient can display a stromal
+            We believe that the basis for heterogeneous clinical responses in BPH is pathologic diversity. There are a
+            number of phenotypes evident across and even within patients. In one area, a patient can display a stromal
             tumor while the other area display an epithelial nodule.
         </p>
         <p style="text-align:justify; font-size:18px">
-            Our goal is to provide a rational basis for therapeutically treating
-            these individual phenotypes by
-            dissecting them macroscopically and then comparing their
-            cell-specific molecular profiles to reduce the
-            noise of cellular heterogeneity and inflammation. Our first goal is
-            to identify a cell or cells of origin
-            for the varying phenotypes by phenotyping the tissues with single
-            cell RNA sequencing. This includes a
-            comprehensive evaluation of the immune and inflammatory infiltrate
-            as well as fluctuations in epithelial and
+            Our goal is to provide a rational basis for therapeutically treating these individual phenotypes by
+            dissecting them macroscopically and then comparing their cell-specific molecular profiles to reduce the
+            noise of cellular heterogeneity and inflammation. Our first goal is to identify a cell or cells of origin
+            for the varying phenotypes by phenotyping the tissues with single cell RNA sequencing. This includes a
+            comprehensive evaluation of the immune and inflammatory infiltrate as well as fluctuations in epithelial and
             stromal subpopulations.
         </p>
         <p style="text-align:justify; font-size:18px">
-            We are subsequently isolating the cell types of interest and
-            performing molecular profiling. Based on these
-            targets, we will use our mouse and cell culture models to
-            experimentally test our hypotheses.
+            We are subsequently isolating the cell types of interest and performing molecular profiling. Based on these
+            targets, we will use our mouse and cell culture models to experimentally test our hypotheses.
         </p>
     </div>
 
     <div class="section">
         <H1 align="center">Clinical Heterogeneity in BPH</H1>
         <p style="text-align:justify; font-size:18px">
-            It is clear from clinical trials of medications for BPH that
-            personalized therapies will be needed due to
-            the highly variable responses. Typically, patients complaining of
-            lower urinary tract symptoms are placed on
-            an alpha-adrenergic receptor blocker as a first line therapy due to
-            its fast-acting relief of symptoms.
-            These drugs relieve smooth muscle tone and are most effective in
-            patients with early stage disease
-            displaying a high smooth muscle to epithelial tissue composition.
-            However, as the prostate enlarges,
-            epithelial nodules predominate the tissue decreasing the likelihood
-            of alpha-blocker efficacy.
+            It is clear from clinical trials of medications for BPH that personalized therapies will be needed due to
+            the highly variable responses. Typically, patients complaining of lower urinary tract symptoms are placed on
+            an alpha-adrenergic receptor blocker as a first line therapy due to its fast-acting relief of symptoms.
+            These drugs relieve smooth muscle tone and are most effective in patients with early stage disease
+            displaying a high smooth muscle to epithelial tissue composition. However, as the prostate enlarges,
+            epithelial nodules predominate the tissue decreasing the likelihood of alpha-blocker efficacy.
         </p>
         <p style="text-align:justify; font-size:18px">
-            The second-line therapy for BPH is a 5 alpha reductase inhibitor
-            (5ARI), which induces epithelial apoptosis
-            by decreasing the levels of intra-prostatic dihyrotestosterone
-            (DHT). This therapy is effective at reducing
+            The second-line therapy for BPH is a 5 alpha reductase inhibitor (5ARI), which induces epithelial apoptosis
+            by decreasing the levels of intra-prostatic dihyrotestosterone (DHT). This therapy is effective at reducing
             prostate size by 25 percent in most patients.
         </p>
         <p style="text-align:justify; font-size:18px">
-            Importantly, either therapy only reduces symptomatic progression by
-            34 percent, suggesting
-            androgen-independent mechanisms of prostate growth and symptoms need
-            to be targeted. Responses to current
-            drugs are further reduced in patients with obesity, diabetes, and
-            dyslipidemia.
+            Importantly, either therapy only reduces symptomatic progression by 34 percent, suggesting
+            androgen-independent mechanisms of prostate growth and symptoms need to be targeted. Responses to current
+            drugs are further reduced in patients with obesity, diabetes, and dyslipidemia.
         </p>
         <p style="text-align:justify; font-size:18px">
-            These data suggest that there are further measures that are
-            necessary for every patient, and completely
-            novel measures necessary for individual patients. Our goal is to
-            characterize the cellular composition of
-            particular phenotypes, and more deeply understand the molecular
-            changes driving these phenotypes. We use a
-            combination of single cell RNA sequencing, flow cytometry, and
-            immunohistochemistry on specimens from young
+            These data suggest that there are further measures that are necessary for every patient, and completely
+            novel measures necessary for individual patients. Our goal is to characterize the cellular composition of
+            particular phenotypes, and more deeply understand the molecular changes driving these phenotypes. We use a
+            combination of single cell RNA sequencing, flow cytometry, and immunohistochemistry on specimens from young
             organ donors and older men with prostatic enlargement.
         </p>
     </div>
diff --git a/layouts/custom/sc.data.html b/layouts/custom/sc.data.html
index 56052c0..604721f 100644
--- a/layouts/custom/sc.data.html
+++ b/layouts/custom/sc.data.html
@@ -1,14 +1,14 @@
 {{ partial "header.html" . }}
 
 <div class="header">
-  <h1>{{ .Title }}</h1>
-  <h2>{{ .Description }}</h2>
+    <h1>{{ .Title }}</h1>
+    <h2>{{ .Description }}</h2>
 </div>
 
 <div class="content">
-  {{ range .Pages.ByWeight }}
+    {{ range .Pages.ByWeight }}
     <li><a href="{{.Permalink}}">{{.Params.name}}</a></li>
-  {{ end }}
+    {{ end }}
 </div>
 
 {{ partial "footer.html" . }}
\ No newline at end of file
-- 
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