A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption.

The Application of Clinical Genetics Pub Date : 2019-01-10 eCollection Date: 2019-01-01 DOI:10.2147/TACG.S187922
Rosellina Margherita Mancina, Flaminia Ferri, Alessio Farcomeni, Antonio Molinaro, Angela Maffongelli, Monica Mischitelli, Edoardo Poli, Lucia Parlati, Maria Antonella Burza, Adriano De Santis, Fabio Attilia, Claudia Rotondo, Maria Margherita Rando, Maria Luisa Attilia, Mauro Ceccanti, Stefano Ginanni Corradini
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引用次数: 10

Abstract

Background: Alcoholic cirrhosis represents 1% of all cause-of-deaths worldwide. Its incidence is higher in males and results from the combination of environmental and genetic factors. Among all the genetic determinants of alcoholic cirrhosis, the patatin-like phospholipase domain protein 3 (PNPLA3) rs738409 represents the most widely validated determinant. Recent cross-sectional studies on alcohol abusers identified transmembrane-6 superfamily member 2 (TM6SF2) rs58542926, membrane bound O-acyltransferase domain containing 7 (MBOAT7) rs641738, and cluster of differentiation 14 (CD14) rs2569190 as new genetic risk factors for alcoholic cirrhosis. We aimed to develop a gene-based risk score to predict the incidence of alcoholic cirrhosis in males with at-risk alcohol consumption.

Materials and methods: A total of 416 male at-risk alcohol drinkers were retrospectively examined. The association between alcoholic cirrhosis incidence and PNPLA3, CD14, TM6SF2, and MBOAT7 variants was tested. Age at onset of at-risk alcohol consumption, age, and body mass index (BMI) were included as covariates to determine the prediction score for alcoholic cirrhosis incidence by evaluating time-dependent receiver operating characteristic curves.

Results: We found that PNPLA3, CD14, and TM6SF2 were associated with alcoholic cirrhosis prevalence. PNPLA3 and CD14 were also associated with its incidence. The best predictive score formula was (age at onset of at-risk alcohol consumption × 0.1) + (number of CD14 allele T) + (number of PNPLA3 allele M) + (BMI × 0.1). A threshold of 7.27 was identified as cutoff for the predictive risk of alcoholic cirrhosis development in 36 years from the onset of at-risk alcohol consumption with 70.1% sensitivity and 78.7% specificity.

Conclusion: We developed the first score for alcoholic cirrhosis prediction that combines clinical and genetic factors.

Abstract Image

一项基于两个基因的风险评分预测酒精性肝硬化在高危饮酒男性中的发展。
背景:酒精性肝硬化占全世界所有死亡原因的1%。男性发病率较高,是环境和遗传因素共同作用的结果。在酒精性肝硬化的所有遗传决定因素中,patatin样磷脂酶结构域蛋白3 (PNPLA3) rs738409是最广泛验证的决定因素。最近对酒精滥用者的横断面研究发现,跨膜-6超家族成员2 (TM6SF2) rs58542926、膜结合o -酰基转移酶结构域7 (MBOAT7) rs641738和分化簇14 (CD14) rs2569190是酒精性肝硬化新的遗传危险因素。我们的目的是建立一个基于基因的风险评分来预测酒精性肝硬化在高危饮酒男性中的发病率。材料和方法:对416名男性高危饮酒者进行回顾性调查。测试了酒精性肝硬化发病率与PNPLA3、CD14、TM6SF2和MBOAT7变异之间的关系。将高危饮酒的发病年龄、年龄和体重指数(BMI)作为协变量,通过评估时间依赖的受试者工作特征曲线来确定酒精性肝硬化发病率的预测评分。结果:我们发现PNPLA3、CD14和TM6SF2与酒精性肝硬化患病率相关。PNPLA3和CD14也与其发病率相关。最佳预测评分公式为(高危饮酒发病年龄× 0.1) + (CD14等位基因T数量)+ (PNPLA3等位基因M数量)+ (BMI × 0.1)。7.27的阈值被确定为从高危饮酒开始的36年内酒精性肝硬化发展的预测风险的截止值,敏感性为70.1%,特异性为78.7%。结论:我们开发了第一个结合临床和遗传因素预测酒精性肝硬化的评分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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