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肠道微生物群与皮肤黑色素瘤之间的因果关联:一项孟德尔随机化研究。

Causal associations between gut microbiota and cutaneous melanoma: a Mendelian randomization study.

作者信息

Bao Yan-Qiu, Zhang Ying, Li Zhou-Na

机构信息

Department of Medical Research Center, Shaoxing People's Hospital, Zhejiang University School of Medicine, Shaoxing, Zhejiang, China.

Department of Dermatology, Shaoxing People's Hospital, Shaoxing, Zhejiang, China.

出版信息

Front Microbiol. 2024 Apr 8;15:1339621. doi: 10.3389/fmicb.2024.1339621. eCollection 2024.

Abstract

BACKGROUND

Cutaneous melanoma (CM) of the skin stands as the leading cause of mortality among skin cancer-related deaths. Despite the successes achieved with novel therapies such as immunotherapy and targeted therapy, their efficacy remains limited, necessitating further exploration of new treatment modalities. The gut microbiota and CM may be linked, as indicated by a growing body of preclinical and observational research. Nevertheless, the exact correlation between the intestinal microbiota and CM remains to be determined. Therefore, this study aims to assess the potential causal relationship between the gut microbiota and CM.

METHODS

The study utilized exposure data obtained from the MiBioGen consortium's microbiome GWAS, which included a total of 18,340 samples gathered from 24 population-based cohorts. Data at the summary level for CM were acquired from the UK Biobank investigation. The main analytical strategy utilized in this research was the inverse variance weighted (IVW) technique, supported by quality assurance measures like the weighted median model, MR-Egger, simple model, and weighted model approaches. The Cochran's Q test was used to evaluate heterogeneity. To ascertain potential pleiotropy, we employed both the MR-Egger regression and the MR-PRESSO test. Sensitivity analysis was conducted using the leave-one-out method.

RESULTS

The study found that the class (OR = 0.997, 95% CI: 0.995-0.999, = 0.027), genus (OR = 0.997, 95% CI: 0.994-0.999, = 0.037), order (OR = 0.997, 95% CI: 0.995-0.999, = 0.027), and genus (OR = 0.998, 95% CI: 0.996-0.999, = 0.046) have protective effects on CM. On the order hand, the genus (OR = 1.003, 95% CI: 1-1.006, = 0.001) and phylum (OR = 1.002, 95% CI: 1-1.004, = 0.04) are identified as risk factors for CM.

CONCLUSION

We comprehensively assessed the potential causal relationship between the gut microbiota and CM and identified associations between six gut microbiota and CM. Among these, four gut microbiota were identified as protective factors for CM, while two gut microbiota were identified as risk factors for CM. This study effectively established a causal relationship between the gut microbiota and CM, thereby providing valuable insights into the mechanistic pathways through which the microbiota impacts the progression of CM.

摘要

背景

皮肤黑色素瘤(CM)是皮肤癌相关死亡的主要原因。尽管免疫疗法和靶向疗法等新疗法取得了成功,但其疗效仍然有限,因此需要进一步探索新的治疗方式。越来越多的临床前和观察性研究表明,肠道微生物群与CM可能存在关联。然而,肠道微生物群与CM的确切相关性仍有待确定。因此,本研究旨在评估肠道微生物群与CM之间的潜在因果关系。

方法

本研究利用了从MiBioGen联盟的微生物组全基因组关联研究(GWAS)中获得的暴露数据,其中包括从24个基于人群的队列中收集的总共18340个样本。CM的汇总水平数据来自英国生物银行调查。本研究采用的主要分析策略是逆方差加权(IVW)技术,并辅以加权中位数模型、MR-Egger、简单模型和加权模型方法等质量保证措施。采用Cochran's Q检验评估异质性。为了确定潜在的多效性,我们采用了MR-Egger回归和MR-PRESSO检验。使用留一法进行敏感性分析。

结果

研究发现,[具体分类1](优势比(OR)=0.997,95%置信区间(CI):0.995-0.999,P=0.027)、[具体分类2]属(OR = 0.997,95% CI:0.994-0.999,P = 0.037)、[具体分类3]目(OR = 0.997,95% CI:0.995-0.999,P = 0.027)和[具体分类4]属(OR = 0.998,95% CI:0.996-0.999,P = 0.046)对CM具有保护作用。另一方面,[具体分类5]属(OR = 1.003,95% CI:1-1.006,P = 0.001)和[具体分类6]门(OR = 1.002,95% CI:1-1.004,P = 0.04)被确定为CM的危险因素。

结论

我们全面评估了肠道微生物群与CM之间的潜在因果关系,并确定了六种肠道微生物群与CM之间的关联。其中,四种肠道微生物群被确定为CM的保护因素,而两种肠道微生物群被确定为CM的危险因素。本研究有效地建立了肠道微生物群与CM之间的因果关系,从而为微生物群影响CM进展的机制途径提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fdb/11033470/eed4a1601ba2/fmicb-15-1339621-g001.jpg

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