HCA Data Explorer

Single cell transcriptomics identifies focal segmental glomerulosclerosis remission endothelial biomarker.

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Updated May 18, 2023

To define cellular mechanisms underlying kidney function and failure, the KPMP analyzes biopsy tissue in a multicenter research network to build cell-level process maps of the kidney. This study aimed to establish a single cell RNA sequencing strategy to use cell-level transcriptional profiles from kidney biopsies in KPMP to define molecular subtypes in glomerular diseases. Using multiple sources of adult human kidney reference tissue samples, 22,268 single cell profiles passed KPMP quality control parameters. Unbiased clustering resulted in 31 distinct cell clusters that were linked to kidney and immune cell types using specific cell markers. Focusing on endothelial cell phenotypes, in silico and in situ hybridization methods assigned 3 discrete endothelial cell clusters to distinct renal vascular beds. Transcripts defining glomerular endothelial cells (GEC) were evaluated in biopsies from patients with 10 different glomerular diseases in the NEPTUNE and European Renal cDNA Bank (ERCB) cohort studies. Highest GEC scores were observed in patients with focal segmental glomerulosclerosis (FSGS). Molecular endothelial signatures suggested 2 distinct FSGS patient subgroups with α-2 macroglobulin (A2M) as a key downstream mediator of the endothelial cell phenotype. Finally, glomerular A2M transcript levels associated with lower proteinuria remission rates, linking endothelial function with long-term outcome in FSGS.

Matthias KretzlerMichigan Medicinekretzler@umich.edu
Rajasree Menon1
Edgar A Otto1
Paul Hoover2
Sean Eddy1
Laura Mariani1
Bradley Godfrey1
Celine C Berthier1
Felix Eichinger1
Lalita Subramanian1
Jennifer Harder1
Wenjun Ju1
Viji Nair1
Maria Larkina1
Abhijit S Naik1
Jinghui Luo1
Sanjay Jain3
Rachel Sealfon4
Olga Troyanskaya4
Nir Hacohen2
Jeffrey B Hodgin1
Matthias Kretzler1
Kidney Precision Medicine Project Kpmp5
1Michigan Medicine
2Broad Institute, Massachusetts Institute of Technology and Harvard University
3Renal Division
4Flatiron Institute
5The KPMP and the NEPTUNE are detailed in Supplemental Acknowledgments
Anu Shivalikanjli

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/29b54165-34ee-4da5-b257-b4c1f7343656
None
GEO Series Accessions:INSDC Study Accessions:

Atlas

None

Analysis Portals

None

Project Label

Menon-Human-FSG-10x3

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

kidney

Organ Part

Unspecified

Selected Cell Types

Unspecified

Disease Status (Specimen)

normal

Disease Status (Donor)

2 disease statuses

Development Stage

human adult stage

Library Construction Method

2 library construction methods

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

analysis_protocol

File Format

4 file formats

Cell Count Estimate

22.3k

Donor Count

24
mtx.gz24 file(s)tsv.gz48 file(s)txt.gz1 file(s)xlsx1 file(s)