Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine

被引:12
作者
Ning, Lijun [1 ]
Wang, Xinyuan [1 ]
Xuan, Baoqin [1 ]
Ma, Yanru [1 ]
Yan, Yuqing [1 ]
Gao, Ziyun [1 ]
Tong, Tianying [1 ]
Cui, Zhe [2 ]
Chen, Haoyan [1 ]
Li, Xiaobo [1 ]
Hong, Jie [1 ]
Wang, Zhenhua [1 ]
机构
[1] Shanghai Jiao Tong Univ, Renji Hosp, Shanghai Canc Inst, Shanghai Inst Digest Dis,Sch Med,State Key Lab Onc, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Renji Hosp, Sch Med, Dept Gastrointestinal Surg, Shanghai, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2023年 / 14卷
基金
中国国家自然科学基金;
关键词
inflammatory bowel disease; depression; non-negative matrix factorization; antidepressants; paroxetine; CROHNS-DISEASE; ANTIDEPRESSANTS; PREVALENCE; MICROBIOTA; IBD; THERAPY; BARRIER; IMPACT;
D O I
10.3389/fimmu.2023.1145070
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
BackgroundUp to 40 per cent of people with active inflammatory bowel disease (IBD) also suffer from mood disorders such as anxiety and depression. Notwithstanding, the fundamental biological pathways driving depression in IBD remain unknown. MethodsWe identified 33 core genes that drive depression in IBD patients and performed consensus molecular subtyping with the NMF algorithm in IBD. The CIBERSORT were employed to quantify the immune cells. Metabolic signature was characterized using the "IOBR" R package. The scoring system (D. score) based on PCA. Pre-clinical models are constructed using DSS. ResultsUsing transcriptome data from the GEO database of 630 IBD patients, we performed a thorough analysis of the correlation between IBD and depression in this research. Firstly, the samples were separated into two different molecular subtypes (D. cluster1 and D. cluster2) based on their biological signatures. Moreover, the immunological and metabolic differences between them were evaluated, and we discovered that D. cluster2 most closely resembled IBD patients concomitant with depression. We also developed a scoring system to assess the IBD-related depression and predict clinical response to anti-TNF- therapy, with a higher D. score suggesting more inflammation and worse reaction to biological therapies. Ultimately, we also identified through animal experiments an antidepressant, paroxetine, has the added benefit of lowering intestinal inflammation by controlling microorganisms in the digestive tract. ConclusionsThis study highlights that IBD patients with or without depression show significant variations and antidepressant paroxetine may help reduce intestinal inflammation.
引用
收藏
页数:15
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