Scientific Computing and Data / Research Data Services / Data Ark: Data Commons / Kidney Precision Medicine Project (KPMP)
Open-Access Data of Kidney Precision Medicine Project (KPMP)
Overview
Introduction
The Kidney Precision Medicine Project (KPMP) is a prospective cohort study, whose goal is to use deep molecular phenotypes of kidney biopsies, along with longitudinally collected clinical phenotypic data, in order to develop new disease ontologies, classification systems, and treatments for acute kidney injury (AKI) and chronic kidney disease (CKD).
For each participant, kidney tissue is obtained for molecular phenotyping and clinical diagnosis. In addition to the kidney biopsy tissue, the study collects baseline (time of biopsy) and longitudinal biospecimens (including urine, plasma, serum, DNA, and stool) and demographic, clinical, and laboratory data.
Participant Population
The KPMP is focusing on participants with acute and chronic kidney disease, who account for a large portion of the public health concern as reported by research and federal data.
CKD
- High priority populations include CKD in the setting of diabetes (diabetic kidney disease, DKD) and hypertension-associated CKD (H-CKD).
DM-R
- A special population of people with long-standing type 1 diabetes (more than 25 years) who remain free of clinically-evident DKD (i.e. diabetes mellitus-resilient (DM-R) individuals also known as “Resistors”) will also be included. Study of the DM-R population using KPMP protocols offers a unique opportunity to identify protective factors against complications of diabetes mellitus.
AKI
- The focus will be on acute intrinsic non-glomerular disease, primarily on acute tubular necrosis (ATN).
Inclusion / Exclusion Criteria
Inclusion:
- Diabetic Kidney Disease (Type 1 or 2)
- Hypertensive Kidney Disease
- Acute Kidney Injury
- Patient has had diabetes for many years but no clinical indications of CKD
Exclusion:
- Age (under 18)
- Glomerular disease, kidney transplant, malignancy, pregnancy
- Increased biopsy complication risk
For more specific details regarding inclusion and exclusion criteria for our various study populations, see the full clinical protocol on the KPMP website.
Cite KPMP in Your Publications
We kindly request that any publications or presentations utilizing KPMP data or tools acknowledge the project using the following AMA-standard citation:
The results here are in whole or part based upon data generated by the Kidney Precision Medicine Project. Accessed Month Day, Year. https://www.kpmp.org.
The Kidney Precision Medicine Project (KPMP) is supported by the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) through the following grants: U01DK133081, U01DK133091, U01DK133092, U01DK133093, U01DK133095, U01DK133097, U01DK114866, U01DK114908, U01DK133090, U01DK133113, U01DK133766, U01DK133768, U01DK114907, U01DK114920, U01DK114923, U01DK114933, U24DK114886, UH3DK114926, UH3DK114861, UH3DK114915, and UH3DK114937. We gratefully acknowledge the essential contributions of our patient participants and the support of the American public through their tax dollars.
NOTE: Remember to replace “Accessed Month Day, Year” with the correct specific details.
What Is Hosted Under Data Ark?
Files in the Open-access Data Repository by -omics type (last updated May 8, 2026).
The datasets available in the open-access data repository are a combination of raw and processed data from KPMP participant biopsies and reference tissue samples.
| OMICS TYPE | REFERENCE | CKD | AKI | DM-R | ALL |
|---|---|---|---|---|---|
| 10x Multiome | 73 | 96 | 64 | 24 | 257 |
| 3D Tissue Imaging and Cytometry | 153 | 504 | 379 | 135 | 1171 |
| ATAC-Seq | 73 | 96 | 64 | 24 | 257 |
| Biomarkers | 13 | 18 | 18 | 18 | 18 |
| Bulk Total/mRNA | 39 | 29 | 68 | ||
| Clinical Study Data | 1 | 1 | 1 | 1 | 1 |
| CODEX | 75 | 319 | 212 | 96 | 702 |
| CUT&RUN | 128 | 95 | 30 | 13 | 266 |
| DNA Methyl-seq | 52 | 4 | 60 | ||
| Imaging Mass Cytometry | 32 | 56 | 48 | 136 | |
| Light Microscopic Whole Slide Images | 110 | 4427 | 968 | 583 | 6088 |
| Multimodal Imaging Mass Spectrometry | 24 | 48 | 36 | 8 | 116 |
| Pathology Descriptor Scoring | 1 | 1 | 1 | 1 | 1 |
| Regional Proteomics | 19 | 53 | 49 | 119 | |
| Regional Transcriptomics | 2 | 16 | 23 | 39 | |
| Segmentation Masks & Pathomics Vectors | 5 | 263 | 78 | 15 | 361 |
| Single-cell RNA-Seq | 147 | 388 | 78 | 51 | 656 |
| Single-nucleus RNA-Seq | 208 | 176 | 100 | 30 | 504 |
| Spatial Lipidomics | 14 | 124 | 32 | 14 | 184 |
| Spatial Metabolomics | 24 | 162 | 44 | 20 | 250 |
| Spatial N-Glycomics | 16 | 36 | 24 | 18 | 94 |
| Spatial Transcriptomics | 131 | 478 | 310 | 120 | 1039 |
TOTAL FILES: 12,387
Access
To access open-access KPMP data through Data Ark, you must read, agree and sign the Data Ark Data Use Agreement (you must be logged in through the Mount Sinai campus network or secure remote VPN). On Minerva, you can load module $ module load dataark to see the path variables.
To request controlled-access data through the KPMP consortium —which includes clinical and pathology data as well as raw, sequence-level omics data—you must complete the following steps:
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Step 1: Submit a Request Form to the KPMP consortium
Complete and submit the online KPMP controlled data request form available through the KPMP Controlled Access Data page.
-
Step 2: Review KPMP Policies and Sign the Data Use Agreement (DUA) with the KPMP consortium
Review the KPMP Data Use Policy and complete the KPMP Data Use Agreement.
Data Ark Data Sets
Please visit the Data Ark Data Set webpage to explore other data sets.
