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A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption
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)...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6330982/ https://www.ncbi.nlm.nih.gov/pubmed/30666147 http://dx.doi.org/10.2147/TACG.S187922 |
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author | Mancina, Rosellina Margherita Ferri, Flaminia Farcomeni, Alessio Molinaro, Antonio Maffongelli, Angela Mischitelli, Monica Poli, Edoardo Parlati, Lucia Burza, Maria Antonella De Santis, Adriano Attilia, Fabio Rotondo, Claudia Rando, Maria Margherita Attilia, Maria Luisa Ceccanti, Mauro Ginanni Corradini, Stefano |
author_facet | Mancina, Rosellina Margherita Ferri, Flaminia Farcomeni, Alessio Molinaro, Antonio Maffongelli, Angela Mischitelli, Monica Poli, Edoardo Parlati, Lucia Burza, Maria Antonella De Santis, Adriano Attilia, Fabio Rotondo, Claudia Rando, Maria Margherita Attilia, Maria Luisa Ceccanti, Mauro Ginanni Corradini, Stefano |
author_sort | Mancina, Rosellina Margherita |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6330982 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-63309822019-01-21 A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption Mancina, Rosellina Margherita Ferri, Flaminia Farcomeni, Alessio Molinaro, Antonio Maffongelli, Angela Mischitelli, Monica Poli, Edoardo Parlati, Lucia Burza, Maria Antonella De Santis, Adriano Attilia, Fabio Rotondo, Claudia Rando, Maria Margherita Attilia, Maria Luisa Ceccanti, Mauro Ginanni Corradini, Stefano Appl Clin Genet Original Research 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. Dove Medical Press 2019-01-10 /pmc/articles/PMC6330982/ /pubmed/30666147 http://dx.doi.org/10.2147/TACG.S187922 Text en © 2019 Mancina et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Mancina, Rosellina Margherita Ferri, Flaminia Farcomeni, Alessio Molinaro, Antonio Maffongelli, Angela Mischitelli, Monica Poli, Edoardo Parlati, Lucia Burza, Maria Antonella De Santis, Adriano Attilia, Fabio Rotondo, Claudia Rando, Maria Margherita Attilia, Maria Luisa Ceccanti, Mauro Ginanni Corradini, Stefano A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption |
title | A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption |
title_full | A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption |
title_fullStr | A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption |
title_full_unstemmed | A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption |
title_short | A two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption |
title_sort | two gene-based risk score predicts alcoholic cirrhosis development in males with at-risk alcohol consumption |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6330982/ https://www.ncbi.nlm.nih.gov/pubmed/30666147 http://dx.doi.org/10.2147/TACG.S187922 |
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