Integration of scRNA-Seq and bulk RNA-Seq uncover perturbed immune cell types and pathways of Kawasaki disease

被引:5
作者
Cao, Naixin [1 ,2 ]
Ouyang, Huayi [1 ,2 ]
Zhang, Xing [1 ]
Xu, Yuanyuan [2 ]
Li, Jun [2 ]
Chen, Yanfei [1 ]
机构
[1] Kunming Childrens Hosp, Yunnan Prov Clin Res Ctr Childrens Hlth & Dis, Kunming, Peoples R China
[2] Zunyi Med Univ, Ctr Immunomolecular Engn Innovat & Practice Base G, Dept Immunol, Zunyi, Peoples R China
关键词
KD; immune dysregulation; ScRNA-seq; WGCNA; immunopathogenesis;
D O I
10.3389/fimmu.2023.1259353
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
IntroductionKawasaki disease (KD) is an acute febrile illness primarily affecting children and characterized by systemic inflammation and vasculitis that can lead to coronary artery complications. The aim of this study was to gain a comprehensive understanding of immune dysregulation in KD.MethodsTo this end, we employed integration of single-cell RNA sequencing (scRNA-Seq) and bulk RNA sequencing (bulk RNA-Seq) data. Furthermore, we conducted flow cytometry analysis for a cohort of 82 KD patients.ResultsOur analysis revealed significant heterogeneity within immune cell populations in KD patients, with distinct clusters of T cells, B cells, and natural killer (NK) cells. Importantly, CD4+ naive T cells in KD patients were found to predominantly differentiate into Treg cells and Th2 cells, potentially playing a role in the excessive inflammation and vascular damage characteristic of the disease. Dysregulated signaling pathways were also identified, including the mTOR signaling pathway, cardiomyopathy pathway, COVID-19 signaling pathway, and pathways involved in bacterial or viral infection.DiscussionThese findings provide insights into the immunopathogenesis of KD, emphasizing the importance of immune cell dysregulation and dysregulated signaling pathways. Integration of scRNA-Seq and bulk RNA-Seq data offers a comprehensive view of the molecular and cellular alterations in KD and highlights potential therapeutic targets for further investigation. Validation and functional studies are warranted to elucidate the roles of the identified immune cell types and pathways in KD pathogenesis and to develop targeted interventions to improve patient outcomes.
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页数:11
相关论文
共 49 条
[1]   Maternal Autoimmune Disorders and Risk of Kawasaki Disease in Offspring [J].
Belkaibech, Sabrina ;
Potter, Brian J. ;
Kang, Harb ;
Lee, Ga Eun ;
Bilodeau-Bertrand, Marianne ;
Auger, Nathalie .
JOURNAL OF PEDIATRICS, 2020, 222 :240-+
[2]   Cytokine Cascade in Kawasaki Disease Versus Kawasaki-Like Syndrome [J].
Bordea, Madalina Adriana ;
Costache, Carmen ;
Grama, Alina ;
Ioan Florian, Alexandru ;
Lupan, Iulia ;
Samasca, Gabriel ;
Deleanu, Diana ;
Makovicky, Peter ;
Makovicky, Pavol ;
Rimarova, Kvetoslava .
PHYSIOLOGICAL RESEARCH, 2022, 71 (01) :17-27
[3]   Identification of a shared genetic risk locus for Kawasaki disease and immunoglobulin A vasculitis by a cross-phenotype meta-analysis [J].
Carmona, Elio G. ;
Garcia-Gimenez, Jose A. ;
Lopez-Mejias, Raquel ;
Khor, Chiea Chuen ;
Lee, Jong-Keuk ;
Taskiran, Ekim ;
Ozen, Seza ;
Hocevar, Alojzija ;
Liu, Lili ;
Gorenjak, Mario ;
Potocnik, Uros ;
Kiryluk, Krzysztof ;
Ortego-Centeno, Norberto ;
Cid, Maria C. ;
Hernandez-Rodriguez, Jose ;
Castaneda, Santos ;
Gonzalez-Gay, Miguel A. ;
Burgner, David ;
Martin, Javier ;
Marquez, Ana .
RHEUMATOLOGY, 2022, 61 (03) :1204-1210
[4]   COVID-19-induced Kawasaki disease [J].
Carvalho, Thiago .
NATURE MEDICINE, 2020, 26 (12) :1807-1807
[5]   Circulating Immune Cell Profile and Changes in Intravenous Immunoglobulin Responsiveness Over the Disease Course in Children With Kawasaki Disease [J].
Choi, In Su ;
Lee, Mi Ji ;
Choi, Seul A. ;
Choi, Kyung Soon ;
Jeong, In Seok ;
Cho, Hwa Jin .
FRONTIERS IN PEDIATRICS, 2022, 9
[6]   Pachyman treatment improves CD4+CD25+ Treg counts and serum interleukin 4 and interferon γ levels in a mouse model of Kawasaki disease [J].
Chu, Mao-Ping ;
Wang, Dan ;
Zhang, Ying-Ying ;
Li, Bao-Qing ;
Zhou, Ai-Hua ;
Chen, Xi-Wen ;
Qian, Yan .
MOLECULAR MEDICINE REPORTS, 2012, 5 (05) :1237-1240
[7]   Environmental Factors and Kawasaki Disease Onset in Emilia-Romagna, Italy [J].
Corinaldesi, Elena ;
Pavan, Valentina ;
Andreozzi, Laura ;
Fabi, Marianna ;
Selvini, Andrea ;
Frabboni, Ilaria ;
Lanzoni, Paolo ;
Paccagnella, Tiziana ;
Lanari, Marcello .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (05)
[8]   Utilizing single-cell RNA sequencing for analyzing the characteristics of PBMC in patients with Kawasaki disease [J].
Fan, Xue ;
Zhou, Yuhan ;
Guo, Xin ;
Xu, Mingguo .
BMC PEDIATRICS, 2021, 21 (01)
[9]   To B or not to B: B cells and the Th2-type immune response to helminths [J].
Harris, Nicola ;
Gause, William C. .
TRENDS IN IMMUNOLOGY, 2011, 32 (02) :80-88
[10]  
Hirao J, 1998, CLIN EXP IMMUNOL, V111, P397