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通过大肠杆菌蛋白质组微阵列分析精神分裂症的抗体特征。

Profiling antibody signature of schizophrenia by Escherichia coli proteome microarrays.

机构信息

Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan.

Department of Food Safety/Hygiene and Risk Management, College of Medicine, National Cheng Kung University, Tainan, Taiwan.

出版信息

Brain Behav Immun. 2022 Nov;106:11-20. doi: 10.1016/j.bbi.2022.07.162. Epub 2022 Jul 29.

Abstract

Schizophrenia (SZ) is influenced by genetic and environmental factors, and associated with chronic neuroinflammation. If the symptoms express after adolescence, environmental impacts are more substantial, and the disease is defined as adult-onset schizophrenia (AOS). Effects of environmental factors on antibody responses such as Escherichia coli (E. coli) to immunoglobulin G (IgG) and immunoglobulin M (IgM) might increase the severity of symptoms in SZ via the gut-brain axis. The purpose of this study is to reveal antibody profiles of SZ against bacterial protein antigens. We analyzed the IgG and IgM antibodies using E. coli proteome microarrays from 80 SZ patients and 40 healthy controls (HC). Using support vector machine to select panels of proteins differentiating between groups and conducted enrichment analysis for those proteins. We identified that the groL, pldA, yjjU, livG, and ftsE can classify IgGs in AOS vs HC achieved accuracy of 0.7. The protein yjjU, livG and ftsE can form the best combination panel to classify IgG in AOS vs HC with accuracy of 0.8. The enrichment results are highly related to ABC (ATP binding cassette) transporter in the protein domain and cellular component. We further found that the human ATP binding cassette subfamily b member 1 (ABCB1) autoantibody level in AOS is significantly higher than in HC. The findings suggest that AOS had different immunoglobulin production compared to early-onset schizophrenia (EOS) and HC. We also identified potential antibody biomarkers of AOS and found their antigens are enriched in ABC transporter related domains, including human ABCB1 protein.

摘要

精神分裂症(SZ)受遗传和环境因素的影响,并与慢性神经炎症有关。如果症状出现在青春期后,环境影响更为显著,那么这种疾病就被定义为成人发病型精神分裂症(AOS)。环境因素对抗体反应的影响,如大肠杆菌(E. coli)对免疫球蛋白 G(IgG)和免疫球蛋白 M(IgM)的影响,可能通过肠脑轴增加 SZ 的症状严重程度。本研究旨在揭示 SZ 对细菌蛋白抗原的抗体特征。我们使用来自 80 名 SZ 患者和 40 名健康对照者(HC)的大肠杆菌蛋白质组微阵列分析了 IgG 和 IgM 抗体。使用支持向量机选择区分组间的蛋白质面板,并对这些蛋白质进行富集分析。我们确定 groL、pldA、yjjU、livG 和 ftsE 可以区分 AOS 与 HC 中的 IgG,准确率为 0.7。蛋白质 yjjU、livG 和 ftsE 可以形成最佳组合面板,以 0.8 的准确率对 AOS 与 HC 中的 IgG 进行分类。富集结果与蛋白质结构域和细胞成分中的 ABC(ATP 结合盒)转运体高度相关。我们进一步发现 AOS 中的人类 ATP 结合盒亚家族 B 成员 1(ABCB1)自身抗体水平明显高于 HC。这些发现表明 AOS 与早期发病型精神分裂症(EOS)和 HC 相比,免疫球蛋白的产生存在差异。我们还确定了 AOS 的潜在抗体生物标志物,并发现它们的抗原在 ABC 转运体相关结构域中富集,包括人类 ABCB1 蛋白。

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