HCA Data Explorer

Single cell RNA sequencing to dissect the molecular heterogeneity in lupus nephritis

Access Granted
Updated April 20, 2023

Lupus nephritis is a leading cause of mortality among systemic lupus erythematosus (SLE) patients, and its heterogeneous nature poses a significant challenge to the development of effective diagnostics and treatments. Single cell RNA sequencing (scRNA-seq) offers a potential solution to dissect the heterogeneity of the disease and enables the study of similar cell types distant from the site of renal injury to identify novel biomarkers. We applied scRNA-seq to human renal and skin biopsy tissues and demonstrated that scRNA-seq can be performed on samples obtained during routine care. Chronicity index, IgG deposition, and quantity of proteinuria correlated with a transcriptomic-based score composed of IFN-inducible genes in renal tubular cells. Furthermore, analysis of cumulative expression profiles of single cell keratinocytes dissociated from nonlesional, non–sun-exposed skin of patients with lupus nephritis also revealed upregulation of IFN-inducible genes compared with keratinocytes isolated from healthy controls. This indicates the possible use of scRNA-seq analysis of skin biopsies as a biomarker of renal disease. These data support the potential utility of scRNA-seq to provide new insights into the pathogenesis of lupus nephritis and pave the way for exploiting a readily accessible tissue to reflect injury in the kidney.

Chaim PuttermanAlbert Einstein College of Medicine, Bronx, New York, USAchaim.putterman@einstein.yu.edu
Evan Der1
Saritha Ranabothu2
Hemant Suryawanshi3
Kemal M Akat3
Robert Clancy4
Pavel Morozov3
Manjunath Kustagi3
Mareike Czuppa3
Peter Izmirly4
H Michael Belmont4
Tao Wang1
Nicole Jordan1
Nicole Bornkamp4
Janet Nwaukoni4
July Martinez1
Beatrice Goilav2
Jill P Buyon4
Thomas Tuschl3
Chaim Putterman1
1Albert Einstein College of Medicine, Bronx, New York, USA
2Pediatric Nephrology, Children’s Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York, USA
3Howard Hughes Medical Institute and Laboratory for RNA Molecular Biology, The Rockefeller University, New York, New York, USA
4New York University School of Medicine, New York, New York, USA
Anu Shivalikanjli

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/4627f43e-a43f-44dd-8c4b-7efddb3f296d
None
INSDC Project Accessions:INSDC Study Accessions:

Atlas

None

Analysis Portals

None

Project Label

Der-Human-LupusNephritis-Nextera-C1

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

3 anatomical entities

Organ Part

Unspecified

Selected Cell Types

Unspecified

Disease Status (Specimen)

systemic lupus erythematosus

Disease Status (Donor)

2 disease statuses

Development Stage

human adult stage

Library Construction Method

Fluidigm C1-based library preparation

Nucleic Acid Source

single cell

Paired End

false

File Format

2 file formats

Cell Count Estimate

899

Donor Count

31
fastq.gz1,568 file(s)xlsx1 file(s)