增强孟德尔随机化研究的稳健性:来自病毒感染和结直肠癌两样本分析的经验教训。

IF 3.1 2区 医学 Q3 IMMUNOLOGY Infectious Agents and Cancer Pub Date : 2024-12-05 DOI:10.1186/s13027-024-00626-y
Tianfei Yu, Jinyong Xia, Haichang Yin, Nana Yi, Lanlan Zhang, Ming Li
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引用次数: 0

摘要

这篇文章对Li等人的研究“病毒感染与结直肠癌风险之间的遗传易感性关联:两样本孟德尔随机化分析”进行了批判性审查,强调了其贡献和方法上的局限性。他们的研究采用双样本孟德尔随机化(MR)来探索病毒感染与结直肠癌(CRC)之间的潜在因果关系,确定了与单纯疱疹病毒和麻疹等感染的重要联系。然而,该方法的几个方面值得仔细审查,包括放宽工具变量选择阈值,处理潜在的多效性,以及解释生物学上不可信的发现。在利用MR- raps、cML、ConMix和dIVW等先进的MR技术来解决多效性和弱仪器等挑战的同时,该研究遇到了与异质性、对生物可行性的探索不足以及缺乏对工具变量(IV)选择和预处理的详细报告相关的问题。这一问题需要更严格的敏感性分析,提高IV选择标准的透明度和全基因组关联研究(GWAS)数据集的协调,特别是在解决自我报告和临床诊断感染之间的差异方面。此外,文章呼吁更深入地探索生物机制,如免疫调节和炎症的作用,以更好地解释观察到的关联。通过解决这些局限性,未来的MR研究可以提高方法的严谨性,提高可重复性,并为将病毒感染与结直肠癌风险联系起来的因果途径提供更有力的见解。
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Enhancing the robustness of Mendelian randomization studies: lessons from a two-sample analysis of viral infections and colorectal cancer.

This Matters Arising article critically examines the study "Genetic susceptibility association between viral infection and colorectal cancer risk: a two-sample Mendelian randomization analysis" by Li et al., highlighting both its contributions and methodological limitations. Their study employed two-sample Mendelian randomization (MR) to explore potential causal links between viral infections and colorectal cancer (CRC), identifying significant associations with infections such as herpes simplex virus and measles. However, several aspects of the methodology warrant scrutiny, including the relaxation of instrumental variable selection thresholds, the handling of potential pleiotropy, and the interpretation of biologically implausible findings. While leveraging advanced MR techniques such as MR-RAPS, cML, ConMix, and dIVW to address challenges like pleiotropy and weak instruments, the study encountered issues related to heterogeneity, insufficient exploration of biological plausibility, and a lack of detailed reporting on instrumental variable (IV) selection and preprocessing. This Matters Arising calls for more rigorous sensitivity analyses, improved transparency in IV selection criteria and harmonization of genome-wide association study (GWAS) datasets, particularly in addressing differences between self-reported and clinically diagnosed infections. Additionally, the Matters Arising article calls for a deeper exploration of biological mechanisms, such as the role of immune modulation and inflammation, to better interpret the observed associations. By addressing these limitations, future MR studies can enhance methodological rigor, improve reproducibility, and provide more robust insights into the causal pathways linking viral infections to CRC risk.

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来源期刊
Infectious Agents and Cancer
Infectious Agents and Cancer ONCOLOGY-IMMUNOLOGY
CiteScore
5.80
自引率
2.70%
发文量
54
期刊介绍: Infectious Agents and Cancer is an open access, peer-reviewed online journal that encompasses all aspects of basic, clinical, epidemiological and translational research providing an insight into the association between chronic infections and cancer. The journal welcomes submissions in the pathogen-related cancer areas and other related topics, in particular: • HPV and anogenital cancers, as well as head and neck cancers; • EBV and Burkitt lymphoma; • HCV/HBV and hepatocellular carcinoma as well as lymphoproliferative diseases; • HHV8 and Kaposi sarcoma; • HTLV and leukemia; • Cancers in Low- and Middle-income countries. The link between infection and cancer has become well established over the past 50 years, and infection-associated cancer contribute up to 16% of cancers in developed countries and 33% in less developed countries. Preventive vaccines have been developed for only two cancer-causing viruses, highlighting both the opportunity to prevent infection-associated cancers by vaccination and the gaps that remain before vaccines can be developed for other cancer-causing agents. These gaps are due to incomplete understanding of the basic biology, natural history, epidemiology of many of the pathogens that cause cancer, the mechanisms they exploit to cause cancer, and how to interrupt progression to cancer in human populations. Early diagnosis or identification of lesions at high risk of progression represent the current most critical research area of the field supported by recent advances in genomics and proteomics technologies.
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