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Liu X, Zhou S, Huang M, Zhao M, Zhang W, Liu Q, Song K, Wang X, Liu J, OuYang Q, Dong Z, Yang M, Li Z, Lin L, Liu Y, Yu Y, Liao S, Zhu J, Liu L, Li W, Jia L, Zhang A, Guo C, Yang L, Li QG, Bai X, Li P, Cai G, Lu Q, Chen X. DNA methylation and whole-genome transcription analysis in CD4 + T cells from systemic lupus erythematosus patients with or without renal damage. Clin Epigenetics 2024; 16:98. [PMID: 39080788 PMCID: PMC11290231 DOI: 10.1186/s13148-024-01699-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 06/18/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND Lupus nephritis (LN) is the most common cause of kidney injury in systemic lupus erythematosus (SLE) patients and is associated with increased mortality. DNA methylation, one of the most important epigenetic modifications, has been reported as a key player in the pathogenesis of SLE. Hence, our article aimed to explore DNA methylation in CD4+ T cells from LNs to identify additional potential biomarkers and pathogenic genes involved in the progression of LN. METHODS Our study enrolled 46 SLE patients with or without kidney injury and 23 healthy controls from 2019 to 2022. CD4+ T cells were sorted for DNA methylation genotyping and RNA-seq. Through bioinformatics analysis, we identified the significant differentially methylated CpG positions (DMPs) only in the LN group and validated them by Bisulfite PCR. Integration analysis was used to screen for differentially methylated and expressed genes that might be involved in the progression of LN, and the results were analyzed via cell experiments and flow cytometry. RESULTS We identified 243 hypomethylated sites and 778 hypermethylated sites only in the LN cohort. Three of these DMPs, cg08332381, cg03297029, and cg16797344, were validated by Bisulfite PCR and could be potential biomarkers for LN. Integrated analysis revealed that the expression of BCL2L14 and IFI27 was regulated by DNA methylation, which was validated by azacytidine (5-aza) treatment. The overexpression of BCL2L14 in CD4+ T cells might induce renal fibrosis and inflammation by regulating the differentiation and function of Tfh cells. CONCLUSION Our study identified novel aberrant DMPs in CD4+ T cells only in LN patients and DNA methylation-regulated genes that could be potential LN biomarkers. BCL2L14 is likely involved in the progression of LN and might be a treatment target.
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Affiliation(s)
- Xiaomin Liu
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Siyu Zhou
- Hunan Key Laboratory of Medical Epigenomics, Department of Dermatology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Mengjie Huang
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Ming Zhao
- Hunan Key Laboratory of Medical Epigenomics, Department of Dermatology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Weiguang Zhang
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Qun Liu
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Kangkang Song
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
- Department of Nephrology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xu Wang
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Jiaona Liu
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Qing OuYang
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Zheyi Dong
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Ming Yang
- Hunan Key Laboratory of Medical Epigenomics, Department of Dermatology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Zhenzhen Li
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Li Lin
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Yi Liu
- Department of Blood Transfusion, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Yang Yu
- Department of Blood Transfusion, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Simin Liao
- Department of Rheumatology and Immunology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Jian Zhu
- Department of Rheumatology and Immunology, The First Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Lin Liu
- Department of Nephrology, China-Japan Friendship Hospital, Beijing, China
| | - Wenge Li
- Department of Nephrology, China-Japan Friendship Hospital, Beijing, China
| | - Linpei Jia
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Aihua Zhang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Chaomin Guo
- Laboratory Medicine Department, First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - LiuYang Yang
- Department of Nephrology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Qing Gang Li
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Xueyuan Bai
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Ping Li
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China
| | - Guangyan Cai
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China.
| | - Qianjin Lu
- Hunan Key Laboratory of Medical Epigenomics, Department of Dermatology, The Second Xiangya Hospital of Central South University, Changsha, China.
- Key Laboratory of Basic and Translational Research On Immune-Mediated Skin Diseases, Chinese Academy of Medical Sciences, Jiangsu Key Laboratory of Molecular Biology for Skin Diseases and STIs, Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, #12 Jiangwangmiao Street, Nanjing, 210042, China.
| | - Xiangmei Chen
- Department of Nephrology, The First Medical Center, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, General Hospital of People's Liberation Army (301 Hospital), Haihe Laboratory of Cell Ecosystem, 28 Fuxing Road Beijing (wukesong), Beijing, 100853, China.
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