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肠道微生物群与儿童神经母细胞瘤之间潜在的因果关系:孟德尔随机化分析

Potential Cause-and-Effect Relationship between Gut Microbiota and Childhood Neuroblastoma: A Mendelian Randomization Analysis.

作者信息

Chu Jing

机构信息

Department of Pathology, Anhui Provincial Children's Hospital, 39 Wangjiang East Road, Hefei, Anhui, 230051, China.

出版信息

Indian J Pediatr. 2024 Mar 27. doi: 10.1007/s12098-024-05065-6.

Abstract

OBJECTIVES

To analyze the potential causal-effect of gut microbiota (GM) on neuroblastoma (NB) risk using a Mendelian randomization (MR) study.

METHODS

A two-sample MR study was conducted using summary statistics of the GM from the largest available meta-analysis of genome-wide association studies conducted by the MiBioGen consortium. Pooled statistics for childhood NB were obtained from the IEU Consortium release data (1627 cases and 3254 controls). Inverse variance-weighted, weighted median, MR-Egger, and weighted mod were used to examine the causal relationship between GM and childhood NB. Single-nucleotide polymorphism (SNP) genes of positive GM were extracted using the PLINK program, and correlations between key SNP genes and tumor-regulated genes were analyzed. Functional enrichment analysis and transcription factor prediction were performed.

RESULTS

Inverse variance weighted (IVW) results indicated that Erysipelotrichia exerted a protective effect against childhood NB (odds ratio = 0.371, 95% Confidence interval: 0.173 - 0.795, P = 0.011) and that Oscillospira exerted a risk effect against childhood NB (odds ratio = 2.378, 95% Confidence interval: 1.121 - 5.043, P = 0.024), indicating the association of GM with childhood NB. Further screening analysis using the IVW test revealed a reliable causal relationship between Erysipelotrichia and NB. Two SNP genes (MUC4 and PELI2) of Erysipelotrichia were extracted and analyzed. Both key genes were significantly associated with tumor-regulated genes, enriched in several pathways associated with tumor progression, and correlated with several upstream transcription factors.

CONCLUSIONS

It was observed that Erysipelotrichia is causally associated with NB using a two-sample MR study. Furthermore, the discovery of two SNP genes, MUC4 and PELI2, provides potential targets for the diagnosis and treatment of NB.

摘要

目的

采用孟德尔随机化(MR)研究分析肠道微生物群(GM)对神经母细胞瘤(NB)风险的潜在因果效应。

方法

使用来自MiBioGen联盟进行的全基因组关联研究的最大可用荟萃分析的GM汇总统计数据进行两样本MR研究。儿童NB的汇总统计数据来自IEU联盟发布的数据(1627例病例和3254例对照)。采用逆方差加权、加权中位数、MR-Egger和加权模式分析来检验GM与儿童NB之间的因果关系。使用PLINK程序提取GM阳性的单核苷酸多态性(SNP)基因,并分析关键SNP基因与肿瘤调节基因之间的相关性。进行功能富集分析和转录因子预测。

结果

逆方差加权(IVW)结果表明,丹毒丝菌目对儿童NB有保护作用(优势比=0.371,95%置信区间:0.173 - 0.795,P=0.011),而颤螺菌属对儿童NB有风险作用(优势比=2.378,95%置信区间:1.121 - 5.043,P=0.024),表明GM与儿童NB有关联。使用IVW检验进行的进一步筛选分析揭示了丹毒丝菌目与NB之间可靠的因果关系。提取并分析了丹毒丝菌目的两个SNP基因(MUC4和PELI2)。两个关键基因均与肿瘤调节基因显著相关,富集于与肿瘤进展相关的多个途径,并与多个上游转录因子相关。

结论

通过两样本MR研究观察到丹毒丝菌目与NB存在因果关联。此外,发现的两个SNP基因MUC4和PELI2为NB的诊断和治疗提供了潜在靶点。

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