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

被引:175
作者
der, EVan [1 ]
Ranabothu, Saritha [2 ]
Suryawanshi, Hemant [3 ,4 ]
Akat, Kemal M. [3 ,4 ]
Clancy, Robert [5 ]
Morozov, Pavel [3 ,4 ]
Kustagi, Manjunath [3 ,4 ]
Czuppa, Mareike [3 ,4 ]
Izmirly, Peter [5 ]
Belmont, H. Michael [5 ]
Wang, Tao [1 ]
Jordan, Nicole [1 ]
Bornkamp, Nicole [5 ]
Nwaukoni, Janet [5 ]
Martinez, July [1 ]
Goilav, Beatrice [2 ]
Buyon, Jill P. [5 ]
Tuschl, Thomas [3 ,4 ]
Putterman, Chaim [1 ]
机构
[1] Albert Einstein Coll Med, Bronx, NY 10467 USA
[2] Childrens Hosp Montefiore, Albert Einstein Coll Med, Pediat Nephrol, Bronx, NY USA
[3] Rockefeller Univ, Howard Hughes Med Inst, New York, NY 10021 USA
[4] Rockefeller Univ, Lab RNA Mol Biol, 1230 York Ave, New York, NY 10021 USA
[5] NYU, Sch Med, New York, NY USA
关键词
INTERFERON; ERYTHEMATOSUS; EXPRESSION; SEQ; CLASSIFICATION; PATHOGENESIS; INFLAMMATION; SIGNATURE; RECEPTOR;
D O I
10.1172/jci.insight.93009
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
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.
引用
收藏
页数:12
相关论文
共 39 条
[31]   SYSTEMIC LUPUS-ERYTHEMATOSUS - PRESENCE IN HUMAN-SERUM OF AN UNUSUAL ACID-LABILE LEUKOCYTE INTERFERON [J].
PREBLE, OT ;
BLACK, RJ ;
FRIEDMAN, RM ;
KLIPPEL, JH ;
VILCEK, J .
SCIENCE, 1982, 216 (4544) :429-431
[32]   deML: robust demultiplexing of Illumina sequences using a likelihood-based approach [J].
Renaud, Gabriel ;
Stenzel, Udo ;
Maricic, Tomislav ;
Wiebe, Victor ;
Kelso, Janet .
BIOINFORMATICS, 2015, 31 (05) :770-772
[33]  
RONNBLOM LE, 1990, J INTERN MED, V227, P207
[34]   Tamm-Horsfall glycoprotein: Biology and clinical relevance [J].
Serafini-Cessi, F ;
Malagolini, N ;
Cavallone, D .
AMERICAN JOURNAL OF KIDNEY DISEASES, 2003, 42 (04) :658-676
[35]   Kidney-specific cadherin, a specific marker for the distal portion of the nephron and related renal neoplasms [J].
Shen, SS ;
Krishna, B ;
Chirala, R ;
Amato, RJ ;
Truong, LD .
MODERN PATHOLOGY, 2005, 18 (07) :933-940
[36]   Reconstructing lineage hierarchies of the distal lung epithelium using single-cell RNA-seq [J].
Treutlein, Barbara ;
Brownfield, Doug G. ;
Wu, Angela R. ;
Neff, Norma F. ;
Mantalas, Gary L. ;
Espinoza, F. Hernan ;
Desai, Tushar J. ;
Krasnow, Mark A. ;
Quake, Stephen R. .
NATURE, 2014, 509 (7500) :371-+
[37]   RNA-Seq: a revolutionary tool for transcriptomics [J].
Wang, Zhong ;
Gerstein, Mark ;
Snyder, Michael .
NATURE REVIEWS GENETICS, 2009, 10 (01) :57-63
[38]   The classification of glomerulonephritis in systemic lupus erythematosus revisited [J].
Weening, JJ ;
D'Agati, VD ;
Schwartz, MM ;
Seshan, SV ;
Alpers, CE ;
Appel, GB ;
Balow, JE ;
Bruijn, JA ;
Cook, T ;
Ferrario, F ;
Fogo, AB ;
Ginzler, EM ;
Hebert, L ;
Hill, G ;
Hill, P ;
Jennette, JC ;
Kong, NC ;
Lesavre, P ;
Lockshin, M ;
Looi, LM ;
Makino, H ;
Moura, LA ;
Nagata, M .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2004, 15 (02) :241-250
[39]   Anti-DNA antibodies in the pathogenesis of lupus nephritis - The emerging mechanisms [J].
Yung, Susan ;
Chan, Tak Mao .
AUTOIMMUNITY REVIEWS, 2008, 7 (04) :317-321