Transcriptomic features of systemic lupus erythematosus patients in flare and changes during acute in-hospital treatment

被引:2
作者
Liu, Zhongyi [1 ]
Shao, Li [2 ,3 ]
Hou, Fei [4 ]
Li, Weiyang [5 ]
Wang, Yong-Fei [6 ,7 ,8 ]
Feng, Hong [1 ]
Wang, Frank Qingyun [1 ]
Lei, Yao [1 ]
Zheng, Lichuan [1 ]
Liang, Rui [1 ]
Li, Jian [2 ,3 ]
Guo, Xianghua [2 ,3 ]
Zhang, Lili [2 ,3 ]
Zhang, Yanfang [2 ,3 ]
Yang, Jing [1 ,2 ,3 ]
Qin, Xiao [9 ]
Wei, Wei [10 ]
Yang, Xingtian [1 ]
Dang, Xiao [1 ]
Ma, Wen [1 ]
She, Chun Hing [1 ]
Kong, Qingsheng [9 ]
Ban, Bo [11 ,12 ]
Lau, Yu Lung [1 ]
Song, Qin [2 ,3 ]
Yang, Wanling [1 ]
机构
[1] Univ Hong Kong, Dept Paediat & Adolescent Med, Hong Kong, Peoples R China
[2] Jining Med Univ, Affiliated Hosp, Dept Rheumatol, Jining, Shandong, Peoples R China
[3] Jining Med Univ, Affiliated Hosp, Lupus Res Inst, Jining, Shandong, Peoples R China
[4] Jining Med Univ, Med Lab, Jining, Shandong, Peoples R China
[5] Jining Med Univ, Sch Biol Sci, Rizhao, Shandong, Peoples R China
[6] Chinese Univ Hong Kong, Sch Life & Hlth Sci, Shenzhen, Guangdong, Peoples R China
[7] Chinese Univ Hong Kong, Sch Med, Shenzhen, Guangdong, Peoples R China
[8] Chinese Univ Hong Kong, Warshel Inst Computat Biol, Shenzhen, Guangdong, Peoples R China
[9] Jining Med Univ, Collaborat Innovat Ctr Birth Defect Res & Transfor, Jining, Shandong, Peoples R China
[10] Jining Med Univ, Med Res Ctr, Affiliated Hosp, Jining, Peoples R China
[11] Jining Med Univ, Dept Endocrinol, Affiliated Hosp, Jining, Shandong, Peoples R China
[12] Chinese Res Ctr Behav Med Growth & Dev, Jining, Shandong, Peoples R China
关键词
systemic lupus erythematosus; transcriptome; PBMC; DEGs; gene signatures; DISEASE-ACTIVITY; INTERFERON; NEUTROPHIL; SIGNATURES; PATTERNS;
D O I
10.1093/rheumatology/kead704
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives Systemic lupus erythematosus (SLE) is a complex autoimmune disease with varying symptoms and multi-organ damage. Relapse-remission cycles often persist for many patients for years with the current treatment. Improved understanding of molecular changes caused by SLE flare and intensive treatment may result in more targeted therapies.Methods RNA sequencing was performed on peripheral blood mononuclear cells (PBMCs) from 65 SLE patients in flare, collected both before (SLE1) and after (SLE2) in-hospital treatment, along with 15 healthy controls (HC). Differentially expressed genes (DEGs) were identified among the three groups. Enriched functions and key molecular signatures of the DEGs were analysed and scored to elucidate the transcriptomic changes during treatment.Results Few upregulated genes in SLE1 vs HC were affected by treatment (SLE2 vs SLE1), mostly functional in interferon signalling (IFN), plasmablasts and neutrophils. IFN and plasmablast signatures were repressed, but the neutrophil signature remained unchanged or enhanced by treatment. The IFN and neutrophil scores together stratified the SLE samples. IFN scores correlated well with leukopenia, while neutrophil scores reflected relative cell compositions but not cell counts.Conclusions In-hospital treatment significantly relieved SLE symptoms with expression changes of a small subset of genes. Notably, IFN signature changes matched SLE flare and improvement, while enhanced neutrophil signature upon treatment suggested the involvement of low-density granulocytes (LDG) in disease development. Graphical abstract
引用
收藏
页码:2810 / 2818
页数:9
相关论文
共 45 条
  • [1] Adamichou Christina, 2017, Mediterr J Rheumatol, V28, P4, DOI 10.31138/mjr.28.1.4
  • [2] Amany F., 2020, EFFECT HIGH SERUM UR
  • [3] Transcriptomic analysis of immune cells in a multi-ethnic cohort of systemic lupus erythematosus patients identifies ethnicity- and disease-specific expression signatures
    Andreoletti, Gaia
    Lanata, Cristina M.
    Trupin, Laura
    Paranjpe, Ishan
    Jain, Tia S.
    Nititham, Joanne
    Taylor, Kimberly E.
    Combes, Alexis J.
    Maliskova, Lenka
    Ye, Chun Jimmie
    Katz, Patricia
    Dall'Era, Maria
    Yazdany, Jinoos
    Criswell, Lindsey A.
    Sirota, Marina
    [J]. COMMUNICATIONS BIOLOGY, 2021, 4 (01)
  • [4] Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus
    Baechler, EC
    Batliwalla, FM
    Karypis, G
    Gaffney, PM
    Ortmann, WA
    Espe, KJ
    Shark, KB
    Grande, WJ
    Hughes, KM
    Kapur, V
    Gregersen, PK
    Behrens, TW
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (05) : 2610 - 2615
  • [5] Personalized Immunomonitoring Uncovers Molecular Networks that Stratify Lupus Patients
    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
    [J]. CELL, 2016, 165 (03) : 551 - 565
  • [6] SLE Peripheral Blood B Cell, T Cell and Myeloid Cell Transcriptomes Display Unique Profiles and Each Subset Contributes to the Interferon Signature
    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.
    [J]. PLOS ONE, 2013, 8 (06):
  • [7] Interferon and granulopoiesis signatures in systemic lupus erythematosus blood
    Bennett, L
    Palucka, AK
    Arce, E
    Cantrell, V
    Borvak, J
    Banchereau, J
    Pascual, V
    [J]. JOURNAL OF EXPERIMENTAL MEDICINE, 2003, 197 (06) : 711 - 723
  • [8] ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks
    Bindea, Gabriela
    Mlecnik, Bernhard
    Hackl, Hubert
    Charoentong, Pornpimol
    Tosolini, Marie
    Kirilovsky, Amos
    Fridman, Wolf-Herman
    Pages, Franck
    Trajanoski, Zlatko
    Galon, Jerome
    [J]. BIOINFORMATICS, 2009, 25 (08) : 1091 - 1093
  • [9] Blighe K., 2021, PCAtools: PCAtools: everything principal components analysis. R package version 2.6.0
  • [10] Blighe R., 2018, EnhancedVolcano: Publication ready volcano plots with enhanced colouring and labeling