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McLaughlin MF, Jain JP, Ikeda J, Walker JE, Coffin P, Santos GM. Correlates of high phosphatidylethanol (PEth) levels and their concordance with self-reported heavy alcohol consumption among men who have sex with men who binge drink alcohol. Alcohol Clin Exp Res 2022; 46:1565-1579. [PMID: 35722862 PMCID: PMC10079307 DOI: 10.1111/acer.14891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 04/27/2022] [Accepted: 06/14/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND Heavy alcohol use, including binge drinking, is associated with high morbidity and mortality among men who have sex with men (MSM). Self-reported alcohol measures may lead to inaccurate estimates due to recall and social desirability biases. Objective alcohol biomarkers like phosphatidylethanol (PEth) can be used to corroborate self-report and could help to inform treatment approaches and research strategies for alcohol using MSM. METHODS From 2015 to 2020, alcohol using MSM ≥18 years were enrolled in a randomized controlled trial evaluating the efficacy of naltrexone in reducing binge drinking. Using this trial's baseline data, we applied multivariable logistic regression to identify the correlates of high PEth levels (i.e., ≥87 ng/ml) and concordance between PEth levels and self-reported heavy drinking. RESULTS Of 118 MSM, 64% had PEth levels ≥87 ng/ml and 72% had PEth levels that were concordant with self-reported heavy alcohol use. Factors significantly associated in separate models with elevated PEth levels were income ≥$60,000 (adjusted odds ratio [aOR] = 4.09; 95% CI = 1.13 to 14.82), being employed (aOR = 4.04; 95% CI = 1.45 to 11.32), episodic cannabis use (aOR = 4.63; 95% CI = 1.27 to 16.92), and any alcohol/substance use prior to or during anal intercourse (aOR = 2.52; 95% CI = 1.08 to 5.90). Living with HIV was associated with significantly lower odds of elevated PEth levels (aOR = 0.23; 95% CI = 0.09 to 0.61). Factors associated with significantly higher concordance between PEth levels and self-reported heavy alcohol use included at least weekly use of poppers (aOR = 6.41; 95% CI = 1.27 to 32.28) and polysubstance use (aOR = 2.53; 95% CI = 1.02 to 6.27). Living with HIV was associated with lower odds of concordance (aOR = 0.36; 95% CI = 0.14 to 0.97). CONCLUSIONS PEth may enhance the detection of heavy drinking among MSM, including the identification of subpopulations that may benefit from targeted alcohol reduction interventions. However, PEth values for MSM living with HIV showed modest concordance with self-reported alcohol use and may need to be supplemented with additional biomarkers or evaluated against a different cutoff.
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Affiliation(s)
- Matthew F McLaughlin
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, California, USA
| | - Jennifer P Jain
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, California, USA
| | - Janet Ikeda
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, California, USA
| | - John E Walker
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, California, USA
| | - Phillip Coffin
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, California, USA.,Department of Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Glenn-Milo Santos
- Center on Substance Use and Health, San Francisco Department of Public Health, San Francisco, California, USA.,Department of Community Health Systems, University of California, San Francisco, San Francisco, California, USA
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McGinnis KA, Tate JP, Bryant KJ, Justice AC, O'Connor PG, Rodriguez-Barradas MC, Crystal S, Cutter CJ, Hansen NB, Maisto SA, Marconi VC, Williams EC, Cook RL, Gordon AJ, Gordon KS, Eyawo O, Edelman EJ, Fiellin DA. Change in Alcohol Use Based on Self-Report and a Quantitative Biomarker, Phosphatidylethanol, in People With HIV. AIDS Behav 2022; 26:786-794. [PMID: 34542779 DOI: 10.1007/s10461-021-03438-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2021] [Indexed: 10/20/2022]
Abstract
The timeline followback (TLFB) takes more resources to collect than the Alcohol Use Disorder Identification Test (AUDIT-C). We assessed agreement of TLFB and AUDIT-C with the biomarker phosphatidylethanol (PEth) and compared changes in TLFB and PEth among persons with HIV (PWH) using secondary data from randomized trials. We calculated operating characteristics and agreement between TLFB (> 1 and > 2 average drinks/day), AUDIT-C ≥ 4 and PEth ≥ 20 among 275 men with HIV. Median age was 57 years, 80% were African-American; and 17% white. Sixty-eight percent had PEth ≥ 20, 46% reported > 2 average drinks/day on TLFB, 61% reported > 1 average drinks/day on TLFB, and 72% had an AUDIT-C ≥ 4. Relative to PEth, sensitivity for AUDIT-C ≥ 4 was 84% (kappa = 0.36), and for TLFB > 1 average drink/day was 76% (kappa = 0.44). Change in alcohol use appeared greater using TLFB measures than PEth. Strategies to robustly assess alcohol use in PWH may require both self-report and biomarkers.
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Affiliation(s)
- Kathleen A McGinnis
- VA Connecticut Healthcare System, US Department of Veterans Affairs, West Haven, CT, USA.
| | - Janet P Tate
- VA Connecticut Healthcare System, US Department of Veterans Affairs, West Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
| | - Kendall J Bryant
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, USA
| | - Amy C Justice
- VA Connecticut Healthcare System, US Department of Veterans Affairs, West Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
| | | | - Maria C Rodriguez-Barradas
- Infectious Diseases Section, Michael E. DeBakey VAMC and Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Stephen Crystal
- Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, NJ, USA
| | | | - Nathan B Hansen
- College of Public Health, University of Georgia, Athens, GA, USA
| | - Stephen A Maisto
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Vincent C Marconi
- School of Medicine and Rollins School of Public Health, Emory University, Atlanta, GA, USA
- Atlanta Veterans Affairs Medical Center, Decatur, GA, USA
| | - Emily C Williams
- Department of Health Systems and Population Health, University of Washington School of Public Health and Seattle-Denver Health Services Research & Development Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Healthcare System, Seattle, WA, USA
| | - Robert L Cook
- Department of Epidemiology, University of Florida, Gainesville, FL, USA
| | - Adam J Gordon
- University of Utah and Salt Lake City VA Health Care System, Salt Lake City, UT, USA
| | - Kirsha S Gordon
- VA Connecticut Healthcare System, US Department of Veterans Affairs, West Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
| | | | - E Jennifer Edelman
- Yale School of Medicine, New Haven, CT, USA
- Center for Interdisciplinary Research On AIDS, Yale School of Public Health, New Haven, CT, USA
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Woolf-King SE, Sheinfil AZ, Ramos J, Foley JD, Moskal D, Firkey M, Kellen D, Maisto SA. A conceptual model of alcohol use and adherence to antiretroviral therapy: systematic review and theoretical implications for mechanisms of action. Health Psychol Rev 2022; 16:104-133. [PMID: 32757813 PMCID: PMC8972079 DOI: 10.1080/17437199.2020.1806722] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Alcohol consumption is one of the most prevalent correlates of antiretroviral therapy (ART) adherence, yet causal processes underlying this association remain largely unexplored. The goal of this systematic review was to develop a conceptual model that describes the causal effect of alcohol consumption on ART nonadherence. We reviewed 230 studies that examined the association between alcohol consumption and ART adherence with three primary aims: (1) to replicate and extend previous reviews of the literature, (2) to summarize and critique study designs capable of answering questions about temporal overlap and (3) to summarize potential mechanisms of action. A model of alcohol-associated ART nonadherence was proposed to guide future work, integrating general theories of ART adherence and theory on the psychological and behavioral effects of alcohol intoxication. The conceptual model describes two mechanistic processes-prospective memory impairment and interactive toxicity beliefs/avoidance behaviors-involved in alcohol-associated intentional and unintentional nonadherence, respectively. This model can be used to guide future research on the causal processes involved in the frequently observed correlation between alcohol consumption and adherence.
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Affiliation(s)
| | - Alan Z. Sheinfil
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Jeremy Ramos
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Jacklyn D. Foley
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Dezarie Moskal
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Madison Firkey
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - David Kellen
- Department of Psychology, Syracuse University, Syracuse, NY, USA
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Hahn JA, Murnane PM, Vittinghoff E, Muyindike WR, Emenyonu NI, Fatch R, Chamie G, Haberer JE, Francis JM, Kapiga S, Jacobson K, Myers B, Couture MC, DiClemente RJ, Brown JL, So-Armah K, Sulkowski M, Marcus GM, Woolf-King S, Cook RL, Richards VL, Molina P, Ferguson T, Welsh D, Piano MR, Phillips SA, Stewart S, Afshar M, Page K, McGinnis K, Fiellin DA, Justice AC, Bryant K, Saitz R. Factors associated with phosphatidylethanol (PEth) sensitivity for detecting unhealthy alcohol use: An individual patient data meta-analysis. Alcohol Clin Exp Res 2021; 45:1166-1187. [PMID: 33837975 PMCID: PMC8254773 DOI: 10.1111/acer.14611] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/24/2021] [Accepted: 03/30/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Objective measurement of alcohol consumption is important for clinical care and research. Adjusting for self-reported alcohol use, we conducted an individual participant data (IPD) meta-analysis to examine factors associated with the sensitivity of phosphatidylethanol (PEth), an alcohol metabolite, among persons self-reporting unhealthy alcohol consumption. METHODS We identified 21 eligible studies and obtained 4073 observations from 3085 participants with Alcohol Use Disorders Identification Test-Consumption (AUDIT-C) positive scores (≥3 for women and ≥4 for men) and PEth measurements. We conducted 1-step IPD meta-analysis using mixed effects models with random intercepts for study site. We examined the associations between demographic (sex, race/ethnicity, and age) and biologic (body mass index-BMI, hemoglobin, HIV status, liver fibrosis, and venous versus finger-prick blood collection) variables with PEth sensitivity (PEth≥8 ng/ml), adjusting for the level of self-reported alcohol use using the AUDIT-C score. RESULTS One third (31%) of participants were women, 32% were African, 28% African American, 28% White, and 12% other race/ethnicity. PEth sensitivity (i.e., ≥8 ng/ml) was 81.8%. After adjusting for AUDIT-C, we found no associations of sex, age, race/ethnicity, or method of blood collection with PEth sensitivity. In models that additionally included biologic variables, those with higher hemoglobin and indeterminate and advanced liver fibrosis had significantly higher odds of PEth sensitivity; those with higher BMI and those living with HIV had significantly lower odds of PEth sensitivity. African Americans and Africans had higher odds of PEth sensitivity than whites in models that included biologic variables. CONCLUSIONS Among people reporting unhealthy alcohol use, several biological factors (hemoglobin, BMI, liver fibrosis, and HIV status) were associated with PEth sensitivity. Race/ethnicity was associated with PEth sensitivity in some models but age, sex, and method of blood collection were not. Clinicians should be aware of these factors, and researchers should consider adjusting analyses for these characteristics where possible.
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Affiliation(s)
- Judith A Hahn
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Pamela M Murnane
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Eric Vittinghoff
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Winnie R Muyindike
- Department of Internal Medicine, Mbarara University of Science and Technology, Mbarara, Uganda
| | - Nneka I Emenyonu
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Robin Fatch
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Gabriel Chamie
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Jessica E Haberer
- Center for Global Health, Massachusetts General Hospital, Boston, MA, USA
| | - Joel M Francis
- National Institute for Medical Research, Mwanza Centre, Mwanza, Tanzania
- Department of Infectious Diseases Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
- Department of Family Medicine and Primary Care, School of Clinical Medicine, University of the Witwatersrand, Johannesburg, South Africa
| | - Saidi Kapiga
- Department of Infectious Diseases Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Karen Jacobson
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Bronwyn Myers
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Tygerberg, South Africa
- Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | | | - Ralph J DiClemente
- Department of Social and Behavioral Sciences, NYU School of Global Public Health, New York, NY, USA
| | - Jennifer L Brown
- Department of Psychology and Psychiatry and Behavioral Neuroscience, Center for Addiction Research, University of Cincinnati, Cincinnati, OH, USA
| | - Kaku So-Armah
- Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Mark Sulkowski
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Gregory M Marcus
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Sarah Woolf-King
- Department of Psychology, Syracuse University, Syracuse, NY, USA
| | - Robert L Cook
- Department of Epidemiology, University of Florida, Gainesville, FL, USA
| | | | - Patricia Molina
- Comprehensive Alcohol-HIV/AIDS Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
- Department of Physiology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Tekeda Ferguson
- Comprehensive Alcohol-HIV/AIDS Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
- Epidemiology Program, School of Public Health, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - David Welsh
- Comprehensive Alcohol-HIV/AIDS Research Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
- Department of Internal Medicine, Department of Microbiology, Immunology, & Parasitology, School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Mariann R Piano
- Center for Research Development and Scholarship, Vanderbilt University, Nashville, TN, USA
| | | | - Scott Stewart
- Department of Family Medicine, Division of Addiction Medicine, University at Buffalo, Buffalo, NY, USA
| | - Majid Afshar
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI, USA
| | - Kimberly Page
- Department of Internal Medicine, University of New Mexico, Albuquerque, NM, USA
| | - Kathleen McGinnis
- West Haven VA Healthcare System, United States Department of Veterans Affairs, West Haven, CT, USA
| | - David A Fiellin
- Yale School of Medicine, New Haven, CT, USA
- Department of Community Health Sciences, Boston University School of Public Health, Boston, MA, USA
| | - Amy C Justice
- West Haven VA Healthcare System, United States Department of Veterans Affairs, West Haven, CT, USA
- Yale School of Medicine, New Haven, CT, USA
- Yale School of Public Health, New Haven, CT, USA
| | - Kendall Bryant
- National Institutes of Health, National Institute of Alcohol Abuse and Alcoholism, Bethesda, MD, USA
| | - Richard Saitz
- Department of Community Health Sciences, Boston University School of Public Health, Boston, MA, USA
- Section of General Internal Medicine, Boston University School of Medicine and Boston Medical Center, Boston, MA, USA
- Grayken Center on Addiction, Boston Medical Center, Boston, MA, USA
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