diff --git a/README.md b/README.md
index 564ef0c6cea11ca0bd1d0808c60d37fa58b42717..a4a6cfdde2b337b1cda58826e52daa00db1c616b 100644
--- a/README.md
+++ b/README.md
@@ -34,15 +34,15 @@ Determining cellular heterogeneity in the human prostate with single-cell RNA se
 
 * Genesets
 	* "regev\_lab\_cell\_cycle\_genes.txt" G2M and S phase genes from [*Genome Res. 2015 Dec; 25(12): 1860–1872*](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4665007/)
-	* "DEG\_C2.CGP.M10970.txt" MSigDB C2 Chemical and Genetic Perturbations M10970 **CHUANG\_OXIDATIVE\_STRESS\_RESPONSE\_UP**
+	* "DEG\_C2.CGP.M10970.txt" MSigDB C2 Chemical and Genetic Perturbations M10970 [**CHUANG\_OXIDATIVE\_STRESS\_RESPONSE\_UP**](http://software.broadinstitute.org/gsea/msigdb/cards/CHUANG_OXIDATIVE_STRESS_RESPONSE_UP.html)
 	* "DEG\_Epi_2FC.txt" DWS generated DEGs of Epithelia from FACS population (bulk) RNA-sequencing
 	* "DEG\_FMSt_2FC.txt" DWS generated DEGs of Fibromuscular Stroma from FACS population (bulk) RNA-sequencing
 	* "DEG\_BE_2FC.txt" DWS generated DEGs of Basal Epithelia from FACS population (bulk) RNA-sequencing
 	* "DEG\_LE_2FC.txt" DWS generated DEGs of Luminal Epithelia from FACS population (bulk) RNA-sequencing
 	* "DEG\_OE_2FC.txt" DWS generated DEGs of "Other" Epithelia from FACS population (bulk) RNA-sequencing
-	* "DEG\_C5.BP.M11704.txt" MSigDB C5 GO Biological Processes M11704 **GO\_CELL\_DIFFERENTIATION**
-	* "DEG\_C5.BP.M10794.txt" MSigDB C5 GO Biological Processes M10794 **GO\_SMOOTH\_MUSCLE\_CELL\_DIFFERENTIATION**
-	* "DEG\_C5.BP.M13024.txt" MSigDB C5 GO Biological Processes M13024 **GO\_REGULATION\_OF\_FIBROBLAST\_PROLIFERATION**
+	* "DEG\_C5.BP.M11704.txt" MSigDB C5 GO Biological Processes M11704 [**GO\_ENDOTHELIAL\_CELL\_DIFFERENTIATION**](http://software.broadinstitute.org/gsea/msigdb/cards/GO_ENDOTHELIAL_CELL_DIFFERENTIATION.html)
+	* "DEG\_C5.BP.M10794.txt" MSigDB C5 GO Biological Processes M10794 [**GO\_SMOOTH\_MUSCLE\_CELL\_DIFFERENTIATION**](http://software.broadinstitute.org/gsea/msigdb/cards/GO_SMOOTH_MUSCLE_CELL_DIFFERENTIATION.html)
+	* "DEG\_C5.BP.M13024.txt" MSigDB C5 GO Biological Processes M13024 [**GO\_REGULATION\_OF\_FIBROBLAST\_PROLIFERATION**](http://software.broadinstitute.org/gsea/msigdb/cards/GO_REGULATION_OF_FIBROBLAST_PROLIFERATION.html)
 	* "EurUrol.2005.NE.txt" Neuroendocrine markers from Table 1 of [*Eur Urol. 2005 Feb;47(2):147-55*](https://www.ncbi.nlm.nih.gov/pubmed/15661408)
 	* "Basal cells-signature-genes.csv" scRNA-Sequencing Lung Map generated top 20 DEGs for human lung Basal Cells
 	* "Normal AT2 cells-signature-genes.csv" scRNA-Sequecing Lung Map generated top 20 DEGs for human lung Alveolar Type 2 Cells
@@ -53,5 +53,5 @@ Determining cellular heterogeneity in the human prostate with single-cell RNA se
 		* Pericytes, Matrix Fibroblasts
 		* Endothelial Cells
 		* Myeloid/Immune Cells
-	* "DWS.scStress.txt DWS generated DEGs of Stressed Cells from scRNA-Sequencing
-	* "DWS.scNE.txt DWS generated DEGs of Neuroendocrine Cells from scRNA-Sequencing
+	* "DWS.scStress.txt" DWS generated DEGs of Stressed Cells from scRNA-Sequencing
+	* "DWS.scNE.txt" DWS generated DEGs of Neuroendocrine Cells from scRNA-Sequencing