Mapping systemic lupus erythematosus heterogeneity at the single-cell level

被引:282
作者
Nehar-Belaid, Djamel [1 ]
Hong, Seunghee [2 ,3 ]
Marches, Radu [1 ]
Chen, Guo [1 ]
Bolisetty, Mohan [1 ]
Baisch, Jeanine [2 ,3 ]
Walters, Lynnette [4 ]
Punaro, Marilynn [4 ,5 ]
Rossi, Robert J. [1 ]
Chung, Cheng-Han [1 ]
Huynh, Richie P. [1 ]
Singh, Prashant [1 ]
Flynn, William F. [1 ]
Tabanor-Gayle, Joy-Ann [6 ]
Kuchipudi, Navya [6 ]
Mejias, Asuncion [7 ,8 ]
Collet, Magalie A. [1 ]
Lucido, Anna Lisa [1 ]
Palucka, Karolina [1 ]
Robson, Paul [1 ,9 ,10 ]
Lakshminarayanan, Santhanam [6 ]
Ramilo, Octavio [7 ,8 ]
Wright, Tracey [4 ,5 ]
Pascual, Virginia [2 ,3 ]
Banchereau, Jacques F. [1 ]
机构
[1] Jackson Lab Genom Med, Farmington, CT 06032 USA
[2] Weill Cornell Med, Drukier Inst Childrens Hlth, New York, NY 10065 USA
[3] Weill Cornell Med, Dept Pediat, New York, NY 10065 USA
[4] Texas Scottish Rite Hosp Children, Dallas, TX 75219 USA
[5] Univ Texas Southwestern Med Ctr Dallas, Dallas, TX 75390 USA
[6] Univ Connecticut, Sch Med, Dept Med, Farmington, CT USA
[7] Nationwide Childrens Hosp, Div Pediat Infect Dis, Columbus, OH USA
[8] Ohio State Univ, Sch Med, Columbus, OH 43210 USA
[9] Univ Connecticut, Sch Med, Inst Syst Genom, Farmington, CT USA
[10] Univ Connecticut, Sch Med, Dept Genet & Genome Sci, Farmington, CT USA
关键词
PLASMACYTOID DENDRITIC CELLS; INTERFERON; BLOOD; EXPRESSION; SUBSETS; ALPHA; ONSET; STAGE;
D O I
10.1038/s41590-020-0743-0
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Patients with systemic lupus erythematosus (SLE) display a complex blood transcriptome whose cellular origin is poorly resolved. Using single-cell RNA sequencing, we profiled -276,000 peripheral blood mononuclear cells from 33 children with SLE with different degrees of disease activity and 11 matched controls. Increased expression of interferon-stimulated genes (ISGs) distinguished cells from children with SLE from healthy control cells. The high ISG expression signature (ISG(hi)) derived from a small number of transcriptionally defined subpopulations within major cell types, including monocytes, CD4(+) and CD8(+) T cells, natural killer cells, conventional and plasmacytoid dendritic cells, B cells and especially plasma cells. Expansion of unique subpopulations enriched in ISGs and/or in monogenic lupus-associated genes classified patients with the highest disease activity. Profiling of similar to 82,000 single peripheral blood mononuclear cells from adults with SLE confirmed the expansion of similar subpopulations in patients with the highest disease activity. This study lays the groundwork for resolving the origin of the SLE transcriptional signatures and the disease heterogeneity towards precision medicine applications.
引用
收藏
页码:1094 / +
页数:34
相关论文
共 57 条
[1]   Blood leukocyte microarrays to diagnose systemic onset juvenile idiopathic arthritis and follow the response to IL-1 blockade [J].
Allantaz, Florence ;
Chaussabel, Damien ;
Stichweh, Dorothee ;
Bennett, Lynda ;
Allman, Windy ;
Mejias, Asuncion ;
Ardura, Monica ;
Chung, Wendy ;
Wise, Carol ;
Palucka, Karolina ;
Ramilo, Octavio ;
Punaro, Marilynn ;
Banchereau, Jacques ;
Pascual, Virginia .
JOURNAL OF EXPERIMENTAL MEDICINE, 2007, 204 (09) :2131-2144
[2]   The immune cell landscape in kidneys of patients with lupus nephritis [J].
Arazi, Arnon ;
Rao, Deepak A. ;
Berthier, Celine C. ;
Davidson, Anne ;
Liu, Yanyan ;
Hoover, Paul J. ;
Chicoine, Adam ;
Eisenhaure, Thomas M. ;
Jonsson, A. Helena ;
Li, Shuqiang ;
Lieb, David J. ;
Zhang, Fan ;
Slowikowski, Kamil ;
Browne, Edward P. ;
Noma, Akiko ;
Sutherby, Danielle ;
Steelman, Scott ;
Smilek, Dawn E. ;
Tosta, Patti ;
Apruzzese, William ;
Massarotti, Elena ;
Dall'Era, Maria ;
Park, Meyeon ;
Kamen, Diane L. ;
Furie, Richard A. ;
Payan-Schober, Fernanda ;
Pendergraft, William F., III ;
McInnis, Elizabeth A. ;
Buyon, Jill P. ;
Petri, Michelle A. ;
Putterman, Chaim ;
Kalunian, Kenneth C. ;
Woodle, E. Steve ;
Lederer, James A. ;
Hildeman, David A. ;
Nusbaum, Chad ;
Raychaudhuri, Soumya ;
Kretzler, Matthias ;
Anolik, Jennifer H. ;
Brenner, Michael B. ;
Wofsy, David ;
Hacohen, Nir ;
Diamond, Betty ;
Waguespack, Dia ;
Connery, Sean M. ;
McMahon, Maureen A. ;
McCune, William J. ;
Kado, Ruba B. ;
Hsu, Raymond ;
Cunningham, Melissa A. .
NATURE IMMUNOLOGY, 2019, 20 (07) :902-+
[3]   Development of autoantibodies before the clinical onset of systemic lupus erythematosus [J].
Arbuckle, MR ;
McClain, MT ;
Rubertone, MV ;
Scofield, RH ;
Dennis, GJ ;
James, JA ;
Harley, JB .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 349 (16) :1526-1533
[4]   Increased frequency of pre-germinal center B cells and plasma cell precursors in the blood of children with systemic lupus erythematosus [J].
Arce, E ;
Jackson, DG ;
Gill, MA ;
Bennett, LB ;
Banchereau, J ;
Pascual, V .
JOURNAL OF IMMUNOLOGY, 2001, 167 (04) :2361-2369
[5]   Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus [J].
Baechler, EC ;
Batliwalla, FM ;
Karypis, G ;
Gaffney, PM ;
Ortmann, WA ;
Espe, KJ ;
Shark, KB ;
Grande, WJ ;
Hughes, KM ;
Kapur, V ;
Gregersen, PK ;
Behrens, TW .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (05) :2610-2615
[6]   Personalized Immunomonitoring Uncovers Molecular Networks that Stratify Lupus Patients [J].
Banchereau, Romain ;
Hong, Seunghee ;
Cantarel, Brandi ;
Baldwin, Nicole ;
Baisch, Jeanine ;
Edens, Michelle ;
Cepika, Alma-Martina ;
Acs, Peter ;
Turner, Jacob ;
Anguiano, Esperanza ;
Vinod, Parvathi ;
Kahn, Shaheen ;
Obermoser, Gerlinde ;
Blankenship, Derek ;
Wakeland, Edward ;
Nassi, Lorien ;
Gotte, Alisa ;
Punaro, Marilynn ;
Liu, Yong-Jun ;
Banchereau, Jacques ;
Rossello-Urgell, Jose ;
Wright, Tracey ;
Pascual, Virginia .
CELL, 2016, 165 (03) :551-565
[7]   Host Immune Transcriptional Profiles Reflect the Variability in Clinical Disease Manifestations in Patients with Staphylococcus aureus Infections [J].
Banchereau, Romain ;
Jordan-Villegas, Alejandro ;
Ardura, Monica ;
Mejias, Asuncion ;
Baldwin, Nicole ;
Xu, Hui ;
Saye, Elizabeth ;
Rossello-Urgell, Jose ;
Phuong Nguyen ;
Blankenship, Derek ;
Creech, Clarence B. ;
Pascual, Virginia ;
Banchereau, Jacques ;
Chaussabel, Damien ;
Ramilo, Octavio .
PLOS ONE, 2012, 7 (04)
[8]   Dimensionality reduction for visualizing single-cell data using UMAP [J].
Becht, Etienne ;
McInnes, Leland ;
Healy, John ;
Dutertre, Charles-Antoine ;
Kwok, Immanuel W. H. ;
Ng, Lai Guan ;
Ginhoux, Florent ;
Newell, Evan W. .
NATURE BIOTECHNOLOGY, 2019, 37 (01) :38-+
[9]   SLE Peripheral Blood B Cell, T Cell and Myeloid Cell Transcriptomes Display Unique Profiles and Each Subset Contributes to the Interferon Signature [J].
Becker, Amy M. ;
Dao, Kathryn H. ;
Han, Bobby Kwanghoon ;
Kornu, Roger ;
Lakhanpal, Shuchi ;
Mobley, Angela B. ;
Li, Quan-Zhen ;
Lian, Yun ;
Wu, Tianfu ;
Reimold, Andreas M. ;
Olsen, Nancy J. ;
Karp, David R. ;
Chowdhury, Fatema Z. ;
Farrar, J. David ;
Satterthwaite, Anne B. ;
Mohan, Chandra ;
Lipsky, Peter E. ;
Wakeland, Edward K. ;
Davis, Laurie S. .
PLOS ONE, 2013, 8 (06)
[10]   Interferon and granulopoiesis signatures in systemic lupus erythematosus blood [J].
Bennett, L ;
Palucka, AK ;
Arce, E ;
Cantrell, V ;
Borvak, J ;
Banchereau, J ;
Pascual, V .
JOURNAL OF EXPERIMENTAL MEDICINE, 2003, 197 (06) :711-723