Identification of novel genes associated with dysregulation of B cells in patients with primary Sjogren's syndrome

被引:29
作者
Inamo, Jun [1 ]
Suzuki, Katsuya [1 ]
Takeshita, Masaru [1 ]
Kassai, Yoshiaki [2 ]
Takiguchi, Maiko [2 ]
Kurisu, Rina [2 ]
Okuzono, Yuumi [2 ]
Tasaki, Shinya [3 ,4 ]
Yoshimura, Akihiko [5 ]
Takeuchi, Tsutomu [1 ]
机构
[1] Keio Univ, Dept Internal Med, Div Rheumatol, Sch Med,Shinjuku Ku, 35 Shinanomachi, Tokyo 1608582, Japan
[2] Takeda Pharmaceut Co Ltd, Lmmunol Unit, Pharmaceut Res Div, Yokohama, Kanagawa, Japan
[3] Takeda Pharmaceut Co Ltd, Integrated Technol Res Labs, Pharmaceut Res Div, Yokohama, Kanagawa, Japan
[4] Rush Univ, Rush Alzheimers Dis Ctr, Med Ctr, Chicago, IL 60612 USA
[5] Keio Univ, Dept Microbiol & Immunol, Sch Med, Tokyo, Japan
关键词
Primary Sjogren's syndrome; B cells; Long non-coding RNA; Transcriptome; Gene co-expression network; LONG NONCODING RNAS; CLASSIFICATION CRITERIA; T-CELLS; EXPRESSION; INTERFERON; TOLERANCE; SOX4;
D O I
10.1186/s13075-020-02248-2
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundThe aim of this study was to identify the molecular mechanism of dysregulation of B cell subpopulations of primary Sjogren's syndrome (pSS) at the transcriptome level.MethodsWe enrolled patients with pSS (n=6) and healthy controls (HCs) (n=6) in the discovery cohort using microarray and pSS (n=14) and HCs (n=12) in the validation cohort using quantitative PCR (qPCR). Peripheral B cells acquired from these subjects were separated by cell sorting into four subsets: CD38(-)IgD(+) (Bm1), CD38(+)IgD(+) (naive B cells), CD38(high)IgD(+) (pre-germinal centre B cells) and CD38IgD(-) (memory B cells). We performed differentially expressed gene (DEG) analysis and weighted gene co-expression network analysis (WGCNA).ResultsExpression of the long non-coding RNA LINC00487 was significantly upregulated in all B cell subsets, as was that of HLA and interferon (IFN) signature genes. Moreover, the normalized intensity value of LINC00487 significantly correlated with the disease activity score of all pSS B cell subsets. Studies of human B cell lines revealed that the expression of LINC00487 was strongly induced by IFN alpha. WGCNA revealed six gene clusters associated with the B cell subpopulation of pSS. Further, SOX4 was identified as an inter-module hub gene.ConclusionOur transcriptome analysis revealed key genes involved in the dysregulation of B cell subpopulations associated with pSS.
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页数:11
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共 41 条
[1]   The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans [J].
Ardlie, Kristin G. ;
DeLuca, David S. ;
Segre, Ayellet V. ;
Sullivan, Timothy J. ;
Young, Taylor R. ;
Gelfand, Ellen T. ;
Trowbridge, Casandra A. ;
Maller, Julian B. ;
Tukiainen, Taru ;
Lek, Monkol ;
Ward, Lucas D. ;
Kheradpour, Pouya ;
Iriarte, Benjamin ;
Meng, Yan ;
Palmer, Cameron D. ;
Esko, Tonu ;
Winckler, Wendy ;
Hirschhorn, Joel N. ;
Kellis, Manolis ;
MacArthur, Daniel G. ;
Getz, Gad ;
Shabalin, Andrey A. ;
Li, Gen ;
Zhou, Yi-Hui ;
Nobel, Andrew B. ;
Rusyn, Ivan ;
Wright, Fred A. ;
Lappalainen, Tuuli ;
Ferreira, Pedro G. ;
Ongen, Halit ;
Rivas, Manuel A. ;
Battle, Alexis ;
Mostafavi, Sara ;
Monlong, Jean ;
Sammeth, Michael ;
Mele, Marta ;
Reverter, Ferran ;
Goldmann, Jakob M. ;
Koller, Daphne ;
Guigo, Roderic ;
McCarthy, Mark I. ;
Dermitzakis, Emmanouil T. ;
Gamazon, Eric R. ;
Im, Hae Kyung ;
Konkashbaev, Anuar ;
Nicolae, Dan L. ;
Cox, Nancy J. ;
Flutre, Timothee ;
Wen, Xiaoquan ;
Stephens, Matthew .
SCIENCE, 2015, 348 (6235) :648-660
[2]  
Bohnhorst JO, 2005, J CLIN INVEST, V115, P3205, DOI [10.1172/JCI24179, DOI 10.1172/JCI24179]
[3]   Enrichr: interactive and collaborative HTML']HTML5 gene list enrichment analysis tool [J].
Chen, Edward Y. ;
Tan, Christopher M. ;
Kou, Yan ;
Duan, Qiaonan ;
Wang, Zichen ;
Meirelles, Gabriela Vaz ;
Clark, Neil R. ;
Ma'ayan, Avi .
BMC BIOINFORMATICS, 2013, 14
[4]   MicroRNA expression profiles identify disease-specific alterations in systemic lupus erythematosus and primary Sjogren's syndrome [J].
Chen, Ji-Qing ;
Papp, Gabor ;
Poliska, Szilard ;
Szabo, Krisztina ;
Tarr, Tunde ;
Balint, Balint Laszlo ;
Szodoray, Peter ;
Zeher, Margit .
PLOS ONE, 2017, 12 (03)
[5]   Gene Expression Profile in the Salivary Glands of Primary Sjogren's Syndrome Patients Before and After Treatment With Rituximab [J].
Devauchelle-Pensec, Valerie ;
Cagnard, Nicolas ;
Pers, Jacques-Olivier ;
Youinou, Pierre ;
Saraux, Alain ;
Chiocchia, Gilles .
ARTHRITIS AND RHEUMATISM, 2010, 62 (08) :2262-2271
[6]   B-Cell-Intrinsic Type 1 Interferon Signaling Is Crucial for Loss of Tolerance and the Development of Autoreactive B Cells [J].
Domeier, Phillip P. ;
Chodisetti, Sathi Babu ;
Schell, Stephanie L. ;
Kawasawa, Yuka Imamura ;
Fasnacht, Melinda J. ;
Soni, Chetna ;
Rahman, Ziaur S. M. .
CELL REPORTS, 2018, 24 (02) :406-418
[7]   GeneHancer: genome-wide integration of enhancers and target genes in GeneCards [J].
Fishilevich, Simon ;
Nudel, Ron ;
Rappaport, Noa ;
Hadar, Rotem ;
Plaschkes, Inbar ;
Stein, Tsippi Iny ;
Rosen, Naomi ;
Kohn, Asher ;
Twik, Michal ;
Safran, Marilyn ;
Lancet, Doron ;
Cohen, Dana .
DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, 2017,
[8]   Defective Early B Cell Tolerance Checkpoints in Sjogren's Syndrome Patients [J].
Glauzy, Salome ;
Sng, Joel ;
Bannock, Jason M. ;
Gottenberg, Jacques-Eric ;
Korganow, Anne-Sophie ;
Cacoub, Patrice ;
Saadoun, David ;
Meffre, Eric .
ARTHRITIS & RHEUMATOLOGY, 2017, 69 (11) :2203-2208
[9]   GENE INTERACTION AT HLA-DQ ENHANCES AUTOANTIBODY PRODUCTION IN PRIMARY SJOGRENS-SYNDROME [J].
HARLEY, JB ;
REICHLIN, M ;
ARNETT, FC ;
ALEXANDER, EL ;
BIAS, WB ;
PROVOST, TT .
SCIENCE, 1986, 232 (4754) :1145-1147
[10]   Effect of interferon alpha on MHC class II gene expression in ex vivo human islet tissue [J].
Harris, Paul E. ;
Malanga, Donatella ;
Liu, Zhuoro ;
Hardy, Mark A. ;
Souza, Fabiola ;
Del Pozzo, Giovanna ;
Winchester, Robert J. ;
Maffei, Antonella .
BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR BASIS OF DISEASE, 2006, 1762 (06) :627-635