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Analysing the causal relationship between potentially protective and risk factors and cutaneous melanoma: A Mendelian randomization study

医学 孟德尔随机化 混淆 晒伤 病因学 观察研究 社会经济地位 内科学 皮肤病科 肿瘤科 环境卫生 遗传学 人口 基因型 基因 生物 遗传变异
作者
Mingjuan Liu,Yining Lan,Hanlin Zhang,Mengyin Wu,Xinyi Zhang,Ling Leng,Heyi Zheng,Jun Li
出处
期刊:Journal of The European Academy of Dermatology and Venereology [Wiley]
卷期号:38 (1): 102-111 被引量:16
标识
DOI:10.1111/jdv.19484
摘要

Abstract Background Previous observational studies reported altered melanoma risks in relation to many potential factors, such as coffee intake, smoking habits and photodamage‐related conditions. Considering the susceptibility of epidemiological studies to residual confounders, there remains uncertainty about the actual causal roles of these reported factors in melanoma aetiology. Objectives This study aims to investigate the causal association between cutaneous melanoma (CM) and previously reported factors: coffee intake, alcohol consumption, lifetime smoking, socioeconomic status (SES), ease of skin tanning, childhood sunburn and facial ageing, providing insight into its underlying aetiology and preventative strategies. Methods We utilized a two‐sample MR analysis on data from the largest meta‐analysis summary statistics of confirmed cutaneous melanoma including 30,134 patients. Genetic instrumental variables were constructed by identifying single nucleotide polymorphisms (SNPs) that associate with corresponding factors. Inverse variance weighted (IVW) was the primary MR method. For sensitivity and heterogeneity, MR Egger, weighted median, simple mode, weighted mode and MR Egger intercept tests were examined. Results Cutaneous melanoma risks were found to be elevated in association with a predisposition towards ease of skin tanning (IVW: OR = 2.842, 95% CI 2.468–3.274, p < 0.001) and with childhood sunburn history (IVW: OR = 6.317, 95% CI 4.479–8.909, p < 0.001). Repeated MR after removing potential confounders and outliers demonstrated resolved horizontal pleiotropy and statistically significant results that closely mirrored the initial findings. Other potential factors, such as coffee intake, alcohol consumption, smoking and socioeconomic status (SES), indicated insignificant effects on melanoma risk in the analysis, and therefore, our Mendelian randomization study does not support their roles in modifying melanoma risks. Conclusions Our extensive MR analysis provides strong evidence of the causative role of ease of skin tanning and childhood sunburn history in elevating melanoma risk. Curtailing ultraviolet radiation (UVR) exposure may be the single best preventative strategy to reduce melanoma risk.
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