Quantifying the global contribution of alcohol consumption to cardiomyopathy
Abstract Background The global impact of alcohol consumption on deaths due to cardiomyopathy (CM) has not been quantified to date, even though CM contains a subcategory for alcoholic CM with an effect of heavy drinking over time as the postulated underlying causal mechanism. In this feasibility stud...
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doaj-acb710d9b29d4c4c85dacc4974c551ee2020-11-25T00:30:20ZengBMCPopulation Health Metrics1478-79542017-05-011511910.1186/s12963-017-0137-1Quantifying the global contribution of alcohol consumption to cardiomyopathyJakob Manthey0Sameer Imtiaz1Maria Neufeld2Margaret Rylett3Jürgen Rehm4Institute of Clinical Psychology and Psychotherapy, Technische Universität DresdenInstitute for Mental Health Policy Research, CAMHInstitute of Clinical Psychology and Psychotherapy, Technische Universität DresdenInstitute for Mental Health Policy Research, CAMHInstitute of Clinical Psychology and Psychotherapy, Technische Universität DresdenAbstract Background The global impact of alcohol consumption on deaths due to cardiomyopathy (CM) has not been quantified to date, even though CM contains a subcategory for alcoholic CM with an effect of heavy drinking over time as the postulated underlying causal mechanism. In this feasibility study, a model to estimate the alcohol-attributable fraction (AAF) of CM deaths based on alcohol exposure measures is proposed. Methods A two-step model was developed based on aggregate-level data from 95 countries, including the most populous (data from 2013 or last available year). First, the crude mortality rate of alcoholic CM per 1,000,000 adults was predicted using a negative binomial regression based on prevalence of alcohol use disorders (AUD) and adult alcohol per capita consumption (APC) (n = 52 countries). Second, the proportion of alcoholic CM among all CM deaths (i.e., AAF) was predicted using a fractional response probit regression with alcoholic CM crude mortality rate (from Step 1), AUD prevalence, APC per drinker, and Global Burden of Disease region as predictions. Additional models repeated these steps by sex and for the wider Global Burden of Disease study definition of CM. Results There were strong correlations (>0.9) between the crude mortality rate of alcoholic CM and the AAFs, supporting the modeling strategy. In the first step, the population-weighted mean crude mortality rate was estimated at 8.4 alcoholic CM deaths per 1,000,000 (95% CI: 7.4–9.3). In the second step, the global AAFs were estimated at 6.9% (95% CI: 5.4–8.4%). Sex-specific figures suggested a lower AAF among females (2.9%, 95% CI: 2.3–3.4%) as compared to males (8.9%, 95% CI: 7.0–10.7%). Larger deviations between observed and predicted AAFs were found in Eastern Europe and Central Asia. Conclusions The model proposed promises to fill the gap to include AAFs for CM into comparative risk assessments in the future. These predictions likely will be underestimates because of the stigma involved in all fully alcohol-attributable conditions and subsequent problems in coding of alcoholic CM deaths.http://link.springer.com/article/10.1186/s12963-017-0137-1CardiomyopathyPopulation-attributable fractionMortalityGlobal burden of diseaseAlcoholAlcohol use disorder |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jakob Manthey Sameer Imtiaz Maria Neufeld Margaret Rylett Jürgen Rehm |
spellingShingle |
Jakob Manthey Sameer Imtiaz Maria Neufeld Margaret Rylett Jürgen Rehm Quantifying the global contribution of alcohol consumption to cardiomyopathy Population Health Metrics Cardiomyopathy Population-attributable fraction Mortality Global burden of disease Alcohol Alcohol use disorder |
author_facet |
Jakob Manthey Sameer Imtiaz Maria Neufeld Margaret Rylett Jürgen Rehm |
author_sort |
Jakob Manthey |
title |
Quantifying the global contribution of alcohol consumption to cardiomyopathy |
title_short |
Quantifying the global contribution of alcohol consumption to cardiomyopathy |
title_full |
Quantifying the global contribution of alcohol consumption to cardiomyopathy |
title_fullStr |
Quantifying the global contribution of alcohol consumption to cardiomyopathy |
title_full_unstemmed |
Quantifying the global contribution of alcohol consumption to cardiomyopathy |
title_sort |
quantifying the global contribution of alcohol consumption to cardiomyopathy |
publisher |
BMC |
series |
Population Health Metrics |
issn |
1478-7954 |
publishDate |
2017-05-01 |
description |
Abstract Background The global impact of alcohol consumption on deaths due to cardiomyopathy (CM) has not been quantified to date, even though CM contains a subcategory for alcoholic CM with an effect of heavy drinking over time as the postulated underlying causal mechanism. In this feasibility study, a model to estimate the alcohol-attributable fraction (AAF) of CM deaths based on alcohol exposure measures is proposed. Methods A two-step model was developed based on aggregate-level data from 95 countries, including the most populous (data from 2013 or last available year). First, the crude mortality rate of alcoholic CM per 1,000,000 adults was predicted using a negative binomial regression based on prevalence of alcohol use disorders (AUD) and adult alcohol per capita consumption (APC) (n = 52 countries). Second, the proportion of alcoholic CM among all CM deaths (i.e., AAF) was predicted using a fractional response probit regression with alcoholic CM crude mortality rate (from Step 1), AUD prevalence, APC per drinker, and Global Burden of Disease region as predictions. Additional models repeated these steps by sex and for the wider Global Burden of Disease study definition of CM. Results There were strong correlations (>0.9) between the crude mortality rate of alcoholic CM and the AAFs, supporting the modeling strategy. In the first step, the population-weighted mean crude mortality rate was estimated at 8.4 alcoholic CM deaths per 1,000,000 (95% CI: 7.4–9.3). In the second step, the global AAFs were estimated at 6.9% (95% CI: 5.4–8.4%). Sex-specific figures suggested a lower AAF among females (2.9%, 95% CI: 2.3–3.4%) as compared to males (8.9%, 95% CI: 7.0–10.7%). Larger deviations between observed and predicted AAFs were found in Eastern Europe and Central Asia. Conclusions The model proposed promises to fill the gap to include AAFs for CM into comparative risk assessments in the future. These predictions likely will be underestimates because of the stigma involved in all fully alcohol-attributable conditions and subsequent problems in coding of alcoholic CM deaths. |
topic |
Cardiomyopathy Population-attributable fraction Mortality Global burden of disease Alcohol Alcohol use disorder |
url |
http://link.springer.com/article/10.1186/s12963-017-0137-1 |
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