Literature DB >> 28469080

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

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.   

Abstract

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.

Entities:  

Keywords:  Nephrology

Year:  2017        PMID: 28469080      PMCID: PMC5414553          DOI: 10.1172/jci.insight.93009

Source DB:  PubMed          Journal:  JCI Insight        ISSN: 2379-3708


  39 in total

1.  Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.

Authors:  Anoop P Patel; Itay Tirosh; John J Trombetta; Alex K Shalek; Shawn M Gillespie; Hiroaki Wakimoto; Daniel P Cahill; Brian V Nahed; William T Curry; Robert L Martuza; David N Louis; Orit Rozenblatt-Rosen; Mario L Suvà; Aviv Regev; Bradley E Bernstein
Journal:  Science       Date:  2014-06-12       Impact factor: 47.728

2.  A new morphologic index for the evaluation of renal biopsies in lupus nephritis.

Authors:  G S Hill; M Delahousse; D Nochy; E Tomkiewicz; P Rémy; F Mignon; J P Méry
Journal:  Kidney Int       Date:  2000-09       Impact factor: 10.612

3.  Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus.

Authors:  Emily C Baechler; Franak M Batliwalla; George Karypis; Patrick M Gaffney; Ward A Ortmann; Karl J Espe; Katherine B Shark; William J Grande; Karis M Hughes; Vivek Kapur; Peter K Gregersen; Timothy W Behrens
Journal:  Proc Natl Acad Sci U S A       Date:  2003-02-25       Impact factor: 11.205

4.  Kidney-specific cadherin, a specific marker for the distal portion of the nephron and related renal neoplasms.

Authors:  Steven S Shen; Bhuvaneswari Krishna; Rukmini Chirala; Robert J Amato; Luan D Truong
Journal:  Mod Pathol       Date:  2005-07       Impact factor: 7.842

Review 5.  The Kidney Biopsy in Lupus Nephritis: Past, Present, and Future.

Authors:  Samir V Parikh; Anthony Alvarado; Ana Malvar; Brad H Rovin
Journal:  Semin Nephrol       Date:  2015-09       Impact factor: 5.299

6.  Differential expression of claudin tight junction proteins in the human cortical nephron.

Authors:  Adam Kirk; Sara Campbell; Paul Bass; Juan Mason; Jane Collins
Journal:  Nephrol Dial Transplant       Date:  2010-02-01       Impact factor: 5.992

7.  Systemic lupus erythematosus: presence in human serum of an unusual acid-labile leukocyte interferon.

Authors:  O T Preble; R J Black; R M Friedman; J H Klippel; J Vilcek
Journal:  Science       Date:  1982-04-23       Impact factor: 47.728

Review 8.  RNA-Seq: a revolutionary tool for transcriptomics.

Authors:  Zhong Wang; Mark Gerstein; Michael Snyder
Journal:  Nat Rev Genet       Date:  2009-01       Impact factor: 53.242

9.  deML: robust demultiplexing of Illumina sequences using a likelihood-based approach.

Authors:  Gabriel Renaud; Udo Stenzel; Tomislav Maricic; Victor Wiebe; Janet Kelso
Journal:  Bioinformatics       Date:  2014-10-30       Impact factor: 6.937

10.  Interferon and granulopoiesis signatures in systemic lupus erythematosus blood.

Authors:  Lynda Bennett; A Karolina Palucka; Edsel Arce; Victoria Cantrell; Josef Borvak; Jacques Banchereau; Virginia Pascual
Journal:  J Exp Med       Date:  2003-03-17       Impact factor: 14.307

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  67 in total

1.  Siglec-1 Macrophages and the Contribution of IFN to the Development of Autoimmune Congenital Heart Block.

Authors:  Robert M Clancy; Marc Halushka; Sara E Rasmussen; Tenzin Lhakhang; Miao Chang; Jill P Buyon
Journal:  J Immunol       Date:  2018-12-05       Impact factor: 5.422

2.  Single-cell transcriptomics of the mouse kidney reveals potential cellular targets of kidney disease.

Authors:  Jihwan Park; Rojesh Shrestha; Chengxiang Qiu; Ayano Kondo; Shizheng Huang; Max Werth; Mingyao Li; Jonathan Barasch; Katalin Suszták
Journal:  Science       Date:  2018-04-05       Impact factor: 47.728

3.  A Single-Cell Transcriptome Atlas of the Mouse Glomerulus.

Authors:  Nikos Karaiskos; Mahdieh Rahmatollahi; Anastasiya Boltengagen; Haiyue Liu; Martin Hoehne; Markus Rinschen; Bernhard Schermer; Thomas Benzing; Nikolaus Rajewsky; Christine Kocks; Martin Kann; Roman-Ulrich Müller
Journal:  J Am Soc Nephrol       Date:  2018-05-24       Impact factor: 10.121

4.  MAIT Cells as Drivers of Renal Fibrosis and CKD.

Authors:  Birgit Sawitzki
Journal:  J Am Soc Nephrol       Date:  2019-06-11       Impact factor: 10.121

Review 5.  Systemic lupus erythematosus: Diagnosis and clinical management.

Authors:  Andrea Fava; Michelle Petri
Journal:  J Autoimmun       Date:  2018-11-16       Impact factor: 7.094

6.  Single-Cell RNA Profiling of Glomerular Cells Shows Dynamic Changes in Experimental Diabetic Kidney Disease.

Authors:  Jia Fu; Kemal M Akat; Zeguo Sun; Weijia Zhang; Detlef Schlondorff; Zhihong Liu; Thomas Tuschl; Kyung Lee; John Cijiang He
Journal:  J Am Soc Nephrol       Date:  2019-03-07       Impact factor: 10.121

Review 7.  Bringing Renal Biopsy Interpretation Into the Molecular Age With Single-Cell RNA Sequencing.

Authors:  Andrew F Malone; Haojia Wu; Benjamin D Humphreys
Journal:  Semin Nephrol       Date:  2018-01       Impact factor: 5.299

Review 8.  Kidney and organoid single-cell transcriptomics: the end of the beginning.

Authors:  Parker C Wilson; Benjamin D Humphreys
Journal:  Pediatr Nephrol       Date:  2019-01-04       Impact factor: 3.714

9.  A Single-Cell Atlas of In Vivo Mammalian Chromatin Accessibility.

Authors:  Darren A Cusanovich; Andrew J Hill; Delasa Aghamirzaie; Riza M Daza; Hannah A Pliner; Joel B Berletch; Galina N Filippova; Xingfan Huang; Lena Christiansen; William S DeWitt; Choli Lee; Samuel G Regalado; David F Read; Frank J Steemers; Christine M Disteche; Cole Trapnell; Jay Shendure
Journal:  Cell       Date:  2018-08-02       Impact factor: 41.582

10.  Comparative Analysis and Refinement of Human PSC-Derived Kidney Organoid Differentiation with Single-Cell Transcriptomics.

Authors:  Haojia Wu; Kohei Uchimura; Erinn L Donnelly; Yuhei Kirita; Samantha A Morris; Benjamin D Humphreys
Journal:  Cell Stem Cell       Date:  2018-11-15       Impact factor: 24.633

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