Yang Yunchang, Wang Yaofeng, Sun Yunqin
North Henan Medical University, Xinxiang, China.
Compr Psychoneuroendocrinol. 2025 Jun 3;23:100304. doi: 10.1016/j.cpnec.2025.100304. eCollection 2025 Aug.
BACKGROUND: Multiple clinical studies have observed a close relationship between metals in plasma and serum, immunocytes, and schizophrenia; however, it remains unclear whether there is a genetic causal effect between metals in plasma and serum,immunocytes, and schizophrenia. OBJECTIVE: This study aimed to investigate the causal effects of metals in the plasma and serum on schizophrenia and the mediating role of immunocytes using Mendelian randomization methods in an East Asian population. METHODS: Summary results for 21 metals in plasma and serum,731 immunocytes and schizophrenia were acquired from publicly available genome-wide association studies (GWASs). GWAS data for metals, immunocytes, and schizophrenia were accessed between 2024 and 11-26 and 2024-12-02,Authors had no access to identifiable individual participant data. This study utilized two-sample Mendelian randomization (MR) analysis to establish causal relationships, which was achieved by employing various statistical methods, including inverse variance-weighted, simple mode, MR-Egger, weighted median, and weighted mode. Multiple sensitivity analyses, including heterogeneity tests, horizontal pleiotropy tests, MR-PRESSO tests, and leave-one-out analyses, were performed to confirm the reliability of the MR data. Finally, mediation analysis was employed to ascertain the immunocyte pathway that leads to schizophrenia from the metals in the plasma and serum. The study used anonymized summary-level GWAS data from public databases (e.g., GWAS Catalog, iEU Open GWAS), which do not contain personally identifiable information. RESULTS: The data of the East Asian population were analyzed by Mendelian randomization and two serum metallic traits that may reduce the risk of schizophrenia were identified: Serum iron (odds ratio (OR):0.54, 95 % confidence interval (CI):0.30-0.96, p = 0.036) and serum molybdenum levels (odds ratio (OR):0.54, 95 % confidence interval (CI):0.34-0.87, p = 0.011) corresponds to a 46 % reduction in schizophrenia risk. A baseline lifetime risk of 1 % in the general population, this translates to an absolute risk reduction of 0.46 %, with a number needed to treat (NNT) of approximately 217 individuals to prevent one case. They exhibited a negative causal relationship with the risk of Schizophrenia. Through mediation analysis, we identified a specific immunocyte subtype, CD33dim HLA DR + CD11b- Absolute Count, that not only correlates with serum iron levels but also shows a strong association with schizophrenia risk, suggesting a potential pathway through which serum iron may influence schizophrenia development. Serum iron levels showed a negative causal relationship in schizophrenia through the mediation of immunocytes with CD33dim HLA DR + CD11b- Absolute Count (mediation proportion:21 %). CONCLUSIONS: This study identified a causal relationship between plasma and serum metals, immunocytes, and schizophrenia in an East Asian population through Mendelian randomization analysis, providing a new theoretical basis for the early detection, diagnosis, and treatment of schizophrenia.
背景:多项临床研究观察到血浆和血清中的金属、免疫细胞与精神分裂症之间存在密切关系;然而,血浆和血清中的金属、免疫细胞与精神分裂症之间是否存在遗传因果效应仍不清楚。 目的:本研究旨在利用孟德尔随机化方法,在东亚人群中探讨血浆和血清中的金属对精神分裂症的因果效应以及免疫细胞的中介作用。 方法:从公开可用的全基因组关联研究(GWAS)中获取了血浆和血清中21种金属、731种免疫细胞与精神分裂症的汇总结果。金属、免疫细胞和精神分裂症的GWAS数据于2024年11月26日至2024年12月2日获取,作者无法获取可识别的个体参与者数据。本研究采用两样本孟德尔随机化(MR)分析来建立因果关系,通过使用各种统计方法实现,包括逆方差加权、简单模式、MR-Egger、加权中位数和加权模式。进行了多项敏感性分析,包括异质性检验、水平多效性检验、MR-PRESSO检验和留一法分析,以确认MR数据的可靠性。最后,采用中介分析来确定血浆和血清中的金属导致精神分裂症的免疫细胞途径。该研究使用了来自公共数据库(如GWAS Catalog、iEU Open GWAS)的匿名汇总水平GWAS数据,这些数据不包含个人身份信息。 结果:通过孟德尔随机化分析东亚人群的数据,确定了两种可能降低精神分裂症风险的血清金属特征:血清铁(优势比(OR):0.54,95%置信区间(CI):0.30-0.96,p = 0.036)和血清钼水平(优势比(OR):0.54,95%置信区间(CI):0.34-0.87,p = 0.011),这相当于精神分裂症风险降低46%。在一般人群中基线终生风险为1%,这意味着绝对风险降低0.46%,预防一例需要治疗的人数(NNT)约为217人。它们与精神分裂症风险呈负因果关系。通过中介分析,我们确定了一种特定的免疫细胞亚型,即CD33dim HLA DR + CD11b-绝对计数,它不仅与血清铁水平相关,而且与精神分裂症风险也有很强的关联,表明血清铁可能影响精神分裂症发展的潜在途径。血清铁水平通过CD33dim HLA DR + CD11b-绝对计数的免疫细胞中介在精神分裂症中显示出负因果关系(中介比例:21%)。 结论:本研究通过孟德尔随机化分析在东亚人群中确定了血浆和血清金属、免疫细胞与精神分裂症之间的因果关系,为精神分裂症的早期检测、诊断和治疗提供了新的理论依据。
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