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哥伦比亚人群中与黑色素瘤风险相关的37个单核苷酸多态性的多基因风险评分分析。

Polygenic Risk Score Analysis of 37 SNPs Associated with Melanoma Risk in Colombian Population.

作者信息

Tovar-Parra David, Gutiérrez-Castañeda Luz Dary

机构信息

General Dermatology Group, Hospital Universitario Centro Dermatologico Federico Lleras Acosta E.S.E, Bogotá 111511, Colombia.

Institut National de la Recherche Scientifique INRS, Centre Armand-Frappier Santé Biotechnologie, Laval, QC H7V 1B7, Canada.

出版信息

Int J Mol Sci. 2025 May 14;26(10):4674. doi: 10.3390/ijms26104674.

DOI:10.3390/ijms26104674
PMID:40429816
Abstract

Melanoma incidence is increasing, with distinct genetic and clinical patterns observed in the Latin American population. This study aimed to evaluate melanoma risk in a Colombian cohort through polygenic risk analysis using 37 variants across nine genes previously associated with melanoma. We performed polygenic risk score (PRS) analysis on 85 melanoma patients and 165 controls. Genotyping was performed for 37 melanoma-associated SNPs, and on the basis of previous GWAS reports, individual PRSs were calculated for each participant. The participants were then stratified into quartiles to examine risk gradients. In addition, phenotypic features such as eye and hair color were evaluated, and genetic models and haplotype analyses were performed, adjusting for sex and family history of cancer. PRS quartile stratification revealed a clear risk gradient. Notably, 31.8% of the melanoma cases were clustered in the highest-risk quartile (Q4), with a maximum PRS of 1.04. Variants in , , , and significantly contributed to risk, and light brown eye and hair colors were strongly associated with increased melanoma risk. Moreover, a protective haplotype in the region was identified among males. The integration of the PRS with clinical and phenotypic factors has potential for improving melanoma risk stratification in the Colombian population, warranting further investigation in larger, diverse cohorts.

摘要

黑色素瘤发病率正在上升,在拉丁美洲人群中观察到了独特的遗传和临床模式。本研究旨在通过对先前与黑色素瘤相关的9个基因中的37个变异进行多基因风险分析,评估哥伦比亚队列中的黑色素瘤风险。我们对85名黑色素瘤患者和165名对照进行了多基因风险评分(PRS)分析。对37个与黑色素瘤相关的单核苷酸多态性(SNP)进行基因分型,并根据先前的全基因组关联研究(GWAS)报告,为每个参与者计算个体PRS。然后将参与者分层为四分位数,以检查风险梯度。此外,评估了眼睛和头发颜色等表型特征,并进行了遗传模型和单倍型分析,对性别和癌症家族史进行了校正。PRS四分位数分层显示出明显的风险梯度。值得注意的是,31.8%的黑色素瘤病例聚集在最高风险四分位数(Q4)中,最大PRS为1.04。、、和中的变异对风险有显著贡献,浅棕色眼睛和头发颜色与黑色素瘤风险增加密切相关。此外,在男性中鉴定出了区域的一种保护性单倍型。将PRS与临床和表型因素相结合,有可能改善哥伦比亚人群中黑色素瘤的风险分层,值得在更大、更多样化的队列中进一步研究。

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本文引用的文献

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Melanoma in a Colombian population: a survival study.哥伦比亚人群中的黑色素瘤:一项生存研究。
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Novel Variants in Medium and Low Penetrance Predisposing Genes in a Hungarian Malignant Melanoma Cohort With Increased Risk.匈牙利恶性黑色素瘤队列中中低外显率易感基因的新型变异体,风险增加
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Polygenic Risk Score Improves Melanoma Risk Assessment in a Patient Cohort from the Veneto Region of Italy.
多基因风险评分改善了来自意大利威尼托地区患者队列的黑色素瘤风险评估。
Biology (Basel). 2024 Nov 20;13(11):954. doi: 10.3390/biology13110954.
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Survival in Patients with Uveal Melanoma Is Linked to Genetic Variation at HERC2 Single Nucleotide Polymorphism rs12913832.葡萄膜黑色素瘤患者的生存与HERC2单核苷酸多态性rs12913832处的基因变异有关。
Ophthalmology. 2025 Mar;132(3):299-308. doi: 10.1016/j.ophtha.2024.09.001. Epub 2024 Sep 7.
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Descriptive Epidemiology of Melanoma Diagnosed between 2010 and 2014 in a Colombian Cancer Registry and a Call for Improving Available Data on Melanoma in Latin America.2010年至2014年哥伦比亚癌症登记处诊断的黑色素瘤描述性流行病学及呼吁改善拉丁美洲黑色素瘤现有数据
Cancers (Basel). 2023 Dec 15;15(24):5848. doi: 10.3390/cancers15245848.
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Characterization of Potential Melanoma Predisposition Genes in High-Risk Brazilian Patients.高危巴西患者中潜在黑色素瘤易患基因的特征。
Int J Mol Sci. 2023 Oct 31;24(21):15830. doi: 10.3390/ijms242115830.
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High- and intermediate-risk susceptibility variants in melanoma families from the Mediterranean area: A multicentre cohort from the MelaNostrum Consortium.来自地中海地区的黑色素瘤家族中的高风险和中风险易感性变异体:MelaNostrum 联盟的多中心队列研究。
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Melanoma risk prediction based on a polygenic risk score and clinical risk factors.基于多基因风险评分和临床危险因素的黑色素瘤风险预测。
Melanoma Res. 2023 Aug 1;33(4):293-299. doi: 10.1097/CMR.0000000000000896. Epub 2023 Apr 24.
9
Melanoma: Molecular genetics, metastasis, targeted therapies, immunotherapies, and therapeutic resistance.黑色素瘤:分子遗传学、转移、靶向治疗、免疫治疗及治疗耐药性
Genes Dis. 2022 Apr 27;9(6):1608-1623. doi: 10.1016/j.gendis.2022.04.004. eCollection 2022 Nov.
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Cutaneous melanoma incidence, mortality, and survival in Manizales, Colombia: a population-based study.哥伦比亚马尼萨莱斯的皮肤黑色素瘤发病率、死亡率和生存率:一项基于人群的研究。
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