HCA Data Explorer

Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis

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Updated October 28, 2024

Autosomal dominant polycystic kidney disease (ADPKD) is the leading genetic cause of end stage renal disease characterized by progressive expansion of kidney cysts. To better understand the cell types and states driving ADPKD progression, we analyze eight ADPKD and five healthy human kidney samples, generating single cell multiomic atlas consisting of ~100,000 single nucleus transcriptomes and ~50,000 single nucleus epigenomes. Activation of proinflammatory, profibrotic signaling pathways are driven by proximal tubular cells with a failed repair transcriptomic signature, proinflammatory fibroblasts and collecting duct cells. We identify GPRC5A as a marker for cyst-lining collecting duct cells that exhibits increased transcription factor binding motif availability for NF-κB, TEAD, CREB and retinoic acid receptors. We identify and validate a distal enhancer regulating GPRC5A expression containing these motifs. This single cell multiomic analysis of human ADPKD reveals previously unrecognized cellular heterogeneity and provides a foundation to develop better diagnostic and therapeutic approaches.

Benjamin D HumphreysWashington University in St. Louishumphreysbd@wustl.edu
Yoshiharu Muto1
Eryn E Dixon1
Yasuhiro Yoshimura1
Haojia Wu1
Kohei Omachi1
Nicolas Ledru1
Parker C Wilson1
Andrew J King2
Eric Olson2
Marvin G Gunawan2
Jay J Kuo2
Jennifer H Cox2
Jeffrey H Miner1
Stephen L Seliger3
Owen M Woodward3
Paul A Welling4
Terry J Watnick3
Benjamin D Humphreys1
1Washington University in St. Louis
2Chinook Therapeutics Inc.
3University of Maryland
4Johns Hopkins School of Medicine
Ida Zucchi

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/9bef1e81-e5d9-4ece-81cb-ab7449232021

Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.

1.http://humphreyslab.com/SingleCell/2.https://github.com/TheHumphreysLab/Multimodal_analysis_ADPKD
GEO Series Accessions:INSDC Project Accessions:INSDC Study Accessions:

Atlas

KidneyKidney v1.0

Analysis Portals

None

Project Label

CellularComplexityADPKD

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

kidney

Organ Part

Unspecified

Selected Cell Types

Unspecified

Disease Status (Specimen)

2 disease statuses

Disease Status (Donor)

2 disease statuses

Development Stage

human adult stage

Library Construction Method

2 library construction methods

Nucleic Acid Source

single nucleus

Paired End

false, true

Analysis Protocol

ATAC_fragments, filtered_matrix_generation, processed_matrix_generation, raw_matrix_generation

File Format

7 file formats

Cell Count Estimate

150.0k

Donor Count

13
csv.gz2 file(s)fastq.gz89 file(s)h5.gz39 file(s)rds.gz2 file(s)tsv.gz13 file(s)tsv.gz.tbi.gz13 file(s)xlsx1 file(s)