eGFR GWAS (2.2 million) and ScoreCard New!
Liu et al. Science, 2025
Human Kidney snATAC (Version 1)
Sheng et al., Nature Genetics, 2021, N = 12,720 cells
Mouse Kidney scRNA-seq Atlas (UMAP)
Park et al Science 2018
eGFR GWAS (1.5 million) and Prioritization
Liu et al., Nature Genetics, 2022
Human Kidney snATAC (Version 2)
Liu et al., Nature Genetics, 2022, N = 57,229 cells
Developing Mouse Kidney scRNAseq (UMAP)
Miao and Balzer et al Nat. Commun. 2021
Human Kidney Expression QTL Atlases
Qiu et al., Nature Medicine, 2018; Sheng et al., Nature Genetics, 2021; Liu et al., Nature Genetics, 2022
Human Kidney Disease snATAC (IGV)
Abedini, Levinsohn et al., Nature Genetics, 2024
Yan et al. Nat. Commun. 2023
Developing Mouse Kidney snATACseq (IGV)
Miao and Balzer et al., Nat. Commun. 2021
Human Kidney Protein QTL Atlas New!
Hirohama et al.
Human Kidney Spatial Transcriptome
scRNAseq of Mouse Acute Kidney Injury (IRI)
Balzer et al Nat. Commun. 2022
Human Kidney Methylation QTL Atlas
Human Kidney Single Cell Transcriptome (Susztak)
scRNAseq of Mouse Kidney Fibrosis (UUO)
Doke et al Nature Immunology 2022
Human Blood (CRIC) Methylation QTL Atlas
Sheng et al PNAS 2019
Human Kidney Single Cell Transcriptome (Susztak & KPMP merged)
snRNAseq and snATACseq of Rat Model of HTN and Fibrosis (DOCA Rats)
Abedini et al., J Clin Invest, 2024
Human kidney Bulk Gene Expression and Disease (eGFR, fibrosis) Correlation
Beckerman et al., eBiomedicine, 2015
Multispecies-Integrated Single-Cell Kidney Atlas (SISKA) New!
Kloetzer et al., Nature Genetics, 2025
snATACseq of Rat Model of HTN and Fibrosis (DOCA Rats) (IGV)
TRIDENT
Transformative Research in Diabetic Nephropathy
Rodent - Human Gene Expression Coordination of Cellular Functions New!
scRNAseq of Mouse Kidney Fibrosis (Folic acid nephropathy)
Dhillon and Park et al., Cell Metabolism, 2021
Susztaklab
PennMedicine website
Human Fetal Kidney Single Cell Spatial Atlas
Levinsohn and Grindel et al.,
Mouse kidney Bulk Gene Expression and disease correlation
Hu et al pending
Human Single-Cell Spatial Atlas
Dumoulin et al., Nature 2026
RAAS Inhibition in DKD Atlas
Balzer et al., J Amer Soc Nephrol 2026
Rat Diabetic Kidney Disease snRNA-seq (UMAP)
Balzer et al., Cell Rep Med., 2023
Mouse Kidney scRNA-seq Atlas
Zhou et al., J Am Soc Nephrol., 2023