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Investigating Unhealthy Alcohol Use As an Independent Risk Factor for Increased COVID-19 Disease Severity: Observational Cross-sectional Study.
Bhalla, Sameer; Sharma, Brihat; Smith, Dale; Boley, Randy; McCluskey, Connor; Ilyas, Yousaf; Afshar, Majid; Balk, Robert; Karnik, Niranjan; Keshavarzian, Ali.
  • Bhalla S; Department of Internal Medicine, Rush University Medical Center, Chicago, IL, United States.
  • Sharma B; Addiction Data Science Laboratory, Department of Psychiatry & Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.
  • Smith D; Addiction Data Science Laboratory, Department of Psychiatry & Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.
  • Boley R; Addiction Data Science Laboratory, Department of Psychiatry & Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.
  • McCluskey C; Addiction Data Science Laboratory, Department of Psychiatry & Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.
  • Ilyas Y; Addiction Data Science Laboratory, Department of Psychiatry & Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.
  • Afshar M; Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, United States.
  • Balk R; Center for Integrated Microbiome and Chronobiology Research, Rush University Medical Center, Chicago, IL, United States.
  • Karnik N; Addiction Data Science Laboratory, Department of Psychiatry & Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States.
  • Keshavarzian A; Center for Circadian Rhythm and Alcohol-Induced Tissue Injury, Rush University Medical Center, Chicago, IL, United States.
JMIR Public Health Surveill ; 7(11): e33022, 2021 11 05.
Статья в английский | MEDLINE | ID: covidwho-2197989
ABSTRACT

BACKGROUND:

Unhealthy alcohol use (UAU) is known to disrupt pulmonary immune mechanisms and increase the risk of acute respiratory distress syndrome in patients with pneumonia; however, little is known about the effects of UAU on outcomes in patients with COVID-19 pneumonia. To our knowledge, this is the first observational cross-sectional study that aims to understand the effect of UAU on the severity of COVID-19.

OBJECTIVE:

We aim to determine if UAU is associated with more severe clinical presentation and worse health outcomes related to COVID-19 and if socioeconomic status, smoking, age, BMI, race/ethnicity, and pattern of alcohol use modify the risk.

METHODS:

In this observational cross-sectional study that took place between January 1, 2020, and December 31, 2020, we ran a digital machine learning classifier on the electronic health record of patients who tested positive for SARS-CoV-2 via nasopharyngeal swab or had two COVID-19 International Classification of Disease, 10th Revision (ICD-10) codes to identify patients with UAU. After controlling for age, sex, ethnicity, BMI, smoking status, insurance status, and presence of ICD-10 codes for cancer, cardiovascular disease, and diabetes, we then performed a multivariable regression to examine the relationship between UAU and COVID-19 severity as measured by hospital care level (ie, emergency department admission, emergency department admission with ventilator, or death). We used a predefined cutoff with optimal sensitivity and specificity on the digital classifier to compare disease severity in patients with and without UAU. Models were adjusted for age, sex, race/ethnicity, BMI, smoking status, and insurance status.

RESULTS:

Each incremental increase in the predicted probability from the digital alcohol classifier was associated with a greater odds risk for more severe COVID-19 disease (odds ratio 1.15, 95% CI 1.10-1.20). We found that patients in the unhealthy alcohol group had a greater odds risk to develop more severe disease (odds ratio 1.89, 95% CI 1.17-3.06), suggesting that UAU was associated with an 89% increase in the odds of being in a higher severity category.

CONCLUSIONS:

In patients infected with SARS-CoV-2, UAU is an independent risk factor associated with greater disease severity and/or death.
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Полный текст: Имеется в наличии Коллекция: Международные базы данных база данных: MEDLINE Основная тема: COVID-19 Тип исследования: Диагностическое исследование / Наблюдательное исследование / Прогностическое исследование / Рандомизированные контролируемые испытания Пределы темы: Люди Язык: английский Журнал: JMIR Public Health Surveill Год: 2021 Тип: Статья Аффилированная страна: 33022

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Полный текст: Имеется в наличии Коллекция: Международные базы данных база данных: MEDLINE Основная тема: COVID-19 Тип исследования: Диагностическое исследование / Наблюдательное исследование / Прогностическое исследование / Рандомизированные контролируемые испытания Пределы темы: Люди Язык: английский Журнал: JMIR Public Health Surveill Год: 2021 Тип: Статья Аффилированная страна: 33022