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Kiluk BD, Benitez B, DeVito EE, Frankforter TL, LaPaglia DM, O’Malley SS, Nich C. A Digital Cognitive Behavioral Therapy Program for Adults With Alcohol Use Disorder: A Randomized Clinical Trial. JAMA Netw Open 2024; 7:e2435205. [PMID: 39325452 PMCID: PMC11428014 DOI: 10.1001/jamanetworkopen.2024.35205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 07/26/2024] [Indexed: 09/27/2024] Open
Abstract
Importance Cognitive behavioral therapy (CBT) is an evidence-based treatment for alcohol use, yet patient access is limited and may be enhanced through digital therapeutics. Objective To evaluate the efficacy of a digital CBT program (Computer-Based Training for Cognitive Behavioral Therapy [CBT4CBT]) or clinician-delivered CBT compared with standard treatment for reducing alcohol use. Design, Setting, and Participants A 3-arm randomized clinical trial was conducted at outpatient substance use treatment facilities in Connecticut between February 14, 2017, and December 31, 2021, that included an 8-week treatment period with a 6-month follow-up period. Treatment-seeking adults were included who met criteria for current alcohol use disorder and reported drinking at least 14 (men) or 7 (women) drinks per week in the past month and were sufficiently stable for outpatient treatment. Interventions Participants were randomly assigned to 1 of the following groups: (1) treatment as usual (TAU) consisting of weekly group or individual counseling, (2) CBT delivered weekly by trained and fidelity-monitored clinicians, or (3) web-based CBT plus brief weekly clinical monitoring. Main Outcomes and Measures Rates of alcohol use were measured weekly during the treatment period and at 1-, 3-, and 6-month follow-up using the timeline follow-back method. The primary outcome was the percentage of days abstinent (PDA) from alcohol per month. Intention-to-treat analyses were conducted. Results Of the 99 randomized participants (mean [SD] age, 45.5 [12.7]), 66 were male (66.7%); 39 identified as Black/African American (39.8%), 19 (19.2%) as Hispanic, and 47 (48.0%) as White. Mean (SD) rates of PDA from baseline to 6-month follow-up were 49.3% (27.8%) to 69.6% (34.4%) for TAU; 53.7% (29.8%) to 70.2% (35.1%) for CBT; and 47.6% (31.8%) to 82.6% (25.3%) for digital CBT. Results of random-effects regression showed a significant increase in PDA during the study period, with those assigned to digital CBT increasing PDA at a faster rate than TAU (t733 = 2.55; P = .01) and CBT (t733 = 3.36; P < .001). However, there was no statistically significant difference between treatment groups during the 8-week treatment period. Conclusions and Relevance In this randomized clinical trial, while there was no significant difference between treatment groups during the 8-week treatment period, there was differential change between treatments during the 8-month study period that provides support for the efficacy of this digital CBT program. Trial Registration ClinicalTrials.gov Identifier: NCT02742246.
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Affiliation(s)
| | | | | | | | | | | | - Charla Nich
- Yale School of Medicine, New Haven, Connecticut
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Vinikoor MJ, Sharma A, Murray LK, Figge CJ, Bosomprah S, Chitambi C, Paul R, Kanguya T, Sivile S, Nghiem V, Cropsey K, Kane JC. Alcohol-focused and transdiagnostic treatments for unhealthy alcohol use among adults with HIV in Zambia: A 3-arm randomized controlled trial. Contemp Clin Trials 2023; 127:107116. [PMID: 36791907 PMCID: PMC10065929 DOI: 10.1016/j.cct.2023.107116] [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: 11/01/2022] [Revised: 02/05/2023] [Accepted: 02/06/2023] [Indexed: 02/17/2023]
Abstract
BACKGROUND Clinical and quality of life outcomes in people living with human immunodeficiency virus (PLWH) are undermined by unhealthy alcohol use (UAU), which is highly prevalent in this population and is often complicated by mental health (MH) or other substance use (SU) comorbidity. In sub-Saharan Africa, evidence-based and implementable treatment options for people with HIV and UAU are needed. METHODS We are conducting a hybrid clinical effectiveness-implementation trial at three public-sector HIV clinics in Lusaka, Zambia. Adults with HIV, who report UAU, and have suboptimal HIV clinical outcomes, will be randomized to one of three arms: an alcohol-focused brief intervention (BI), the BI with additional referral to a transdiagnostic cognitive behavioral therapy (Common Elements Treatment Approach [CETA]), or standard of care. The BI and CETA will be provided by HIV peer counselors, a common cadre of lay health worker in Zambia. Clinical outcomes will include HIV viral suppression, alcohol use, assessed by audio computer-assisted self-interview (ACASI) and direct alcohol biomarkers, Phophatidylethanol and Ethyl glucuronide, and comorbid MH and other SU. A range of implementation outcomes including cost effectiveness will also be analyzed. CONCLUSION Hybrid and 3-arm trial design features facilitate the integrated evaluation of both brief, highly implementable, and more intensive, less implementable, treatment options for UAU among PLWH in sub-Saharan Africa. Use of ACASI and alcohol biomarkers will strengthen understanding of treatment effects.
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Affiliation(s)
- Michael J Vinikoor
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia; School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA; School of Medicine, University Teaching Hospital, University of Zambia, Lusaka, Zambia.
| | - Anjali Sharma
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Laura K Murray
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Caleb J Figge
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Samuel Bosomprah
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia; School of Public Health, University of Ghana, Accra, Ghana
| | - Chipo Chitambi
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | - Ravi Paul
- School of Medicine, University Teaching Hospital, University of Zambia, Lusaka, Zambia
| | - Tukiya Kanguya
- Centre for Infectious Disease Research in Zambia, Lusaka, Zambia
| | | | - Van Nghiem
- School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Karen Cropsey
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jeremy C Kane
- Columbia University Mailman School of Public Health, New York, NY, USA
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Mercurio I, Politi P, Mezzetti E, Agostinelli F, Troiano G, Pellegrino A, Gili A, Melai P, Rettagliata G, Mercurio U, Sannicandro D, Lancia M, Bacci M. Ethyl Glucuronide and Ethyl Sulphate in Urine: Caution in their use as markers of recent alcohol use. Alcohol Alcohol 2021; 56:201-209. [PMID: 33170266 DOI: 10.1093/alcalc/agaa113] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 08/27/2020] [Accepted: 09/29/2020] [Indexed: 01/27/2023] Open
Abstract
AIM To clarify the role of the ethanol metabolites, ethyl glucuronide (EtG) and ethyl sulfate (EtS), in monitoring alcohol consumption. METHOD We recruited 7 female and 17 male volunteers who were instructed to consume a quantity of beer (containing 48 gm ethanol) with food in one session. We examined urinary excretion of EtG and EtS over time and looked for correlations between the concentrations of the metabolites EtG and EtS. RESULTS EtG concentrations in urine varied between 0.026 and 430.372 μg/ml with average values between 11.85 μg/ml (SD 19.75), 30 min after alcohol intake, and 100.39 μg/ml (SD 101.34), 4.5 h after alcohol intake. EtS urinary concentration ranged from 0.006 to 101.432 μg/ml with average values between 4.77 μg/ml (SD 5.42), 30 min after alcohol intake, and 30.14 μg/ml (SD 27.20), 4.5 h after alcohol intake. Spearman's test showed that urinary EtG and EtS correlated significantly at several time points. CONCLUSION The great interindividual variability in their excretion suggests caution in the use of urinary measurement of these metabolites in forensic investigations.
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Affiliation(s)
- Isabella Mercurio
- Section of Legal Medicine, Forensic Science and Sports Medicine, University of Perugia, Perugia 06123, Italy
| | - Pamela Politi
- Section of Legal Medicine, Forensic Science and Sports Medicine, University of Perugia, Perugia 06123, Italy
| | | | - Fausto Agostinelli
- Section of Legal Medicine, Forensic Science and Sports Medicine, University of Perugia, Perugia 06123, Italy
| | | | | | - Alessio Gili
- Department of Experimental Medicine, Hygiene and Public Health Section, University of Perugia, Perugia 06123, Italy
| | - Paola Melai
- Hospital of Perugia, Department of Surgical and Biomedical Sciences ,Section of Forensic Medicine, Perugia 06123, Italy
| | | | - Umberto Mercurio
- Hospital of Potenza, Nephrology and Dialysis Division, Potenza 85100, Italy
| | | | - Massimo Lancia
- Section of Legal Medicine, Forensic Science and Sports Medicine, University of Perugia, Perugia 06123, Italy
| | - Mauro Bacci
- Section of Legal Medicine, Forensic Science and Sports Medicine, University of Perugia, Perugia 06123, Italy
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Reisfield GM, Teitelbaum SA, Opie SO, Jones J, Morrison DG, Lewis B. The roles of phosphatidylethanol, ethyl glucuronide, and ethyl sulfate in identifying alcohol consumption among participants in professionals health programs. Drug Test Anal 2020; 12:1102-1108. [PMID: 32309913 DOI: 10.1002/dta.2809] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 04/16/2020] [Accepted: 04/16/2020] [Indexed: 11/11/2022]
Abstract
Direct alcohol biomarkers, including urinary ethyl glucuronide (EtG), urinary ethyl sulfate (EtS), and blood phosphatidylethanol (PEth), are used to monitor alcohol abstinence in individuals who are mandated to abstain. In this consecutive case series study, we examined 1000 forensic reports of participants enrolled in a professionals health program who were contractually obligated to abstain from alcohol and who underwent recovery status evaluations. We identified 52 evaluations in which urinary EtG, EtS, and blood PEth were measured and which produced a positive result for at least one of these analytes. PEth, at a cutoff concentration of 20 ng/mL, revealed alcohol use more frequently than EtG or EtS at our laboratory's cutoff concentrations of 100 and 25 ng/mL, respectively. This was true, as well, at alternative EtG/EtS cutoff concentrations of 200/50, 300/75, and 400/100 ng/mL. PEth was more likely than EtG/EtS to be positive in participants previously diagnosed with alcohol use disorders (AUD), whereas EtG/EtS was more likely than PEth to be positive in participants without AUD. In this study, blood PEth was the most sensitive biomarker for evidencing alcohol use.
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Affiliation(s)
- Gary M Reisfield
- Division of Addiction Medicine, Department of Psychiatry, University of Florida College of Medicine, 4037 NW 86th Terrace, Gainesville, Florida, FL 32606, USA
| | - Scott A Teitelbaum
- Division of Addiction Medicine, Department of Psychiatry, University of Florida College of Medicine, 4037 NW 86th Terrace, Gainesville, Florida, FL 32606, USA
| | - Shannon O Opie
- Florida Intervention Project for Nurses, Jacksonville Beach, Florida, FL 32240, USA
| | - Joseph Jones
- United States Drug Testing Laboratories, Des Plaines, Illinois, USA
| | - Deborah G Morrison
- Division of Addiction Medicine, Department of Psychiatry, University of Florida College of Medicine, 4037 NW 86th Terrace, Gainesville, Florida, FL 32606, USA
| | - Ben Lewis
- Division of Addiction Medicine, Department of Psychiatry, University of Florida College of Medicine, 4037 NW 86th Terrace, Gainesville, Florida, FL 32606, USA
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Kane JC, Murray SM, Vinikoor MJ, Greene MC, Fine SL, Paul R, Murray LK. Concordance of Self- and Partner-Reported Alcohol Consumption Among Couples Experiencing Intimate Partner Violence in Zambia. Alcohol Clin Exp Res 2019; 43:2568-2577. [PMID: 31557344 PMCID: PMC6904506 DOI: 10.1111/acer.14205] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Accepted: 09/19/2019] [Indexed: 01/27/2023]
Abstract
BACKGROUND Hazardous alcohol use is a predictor of intimate partner violence (IPV), and both are increasingly prevalent in sub-Saharan Africa. The accurate measurement of alcohol consumption is therefore critical in IPV intervention studies that target hazardous drinking. Collecting a collateral report in addition to self-report is one convergent validity approach to improve alcohol measurement. We investigated concordance between self- and partner-reported alcohol use among women who reported recent IPV and their male partners in Zambia. METHODS Data were from the baseline of a randomized IPV intervention trial of 247 heterosexual couples in which a woman has reported recent IPV and her male partner has recent hazardous alcohol use. Both partners completed the Alcohol Use Disorders Identification Test (AUDIT) in reference to their own drinking and in reference to their partner's drinking. We calculated percent agreement across a range of outcomes: any use, quantity, frequency, and hazardous use. We also compared self- and partner-reported AUDIT scores using t-tests. RESULTS Concordance was poor across most outcomes. Percent agreement with respect to the women's drinking ranged from 60% to 65% across outcomes and with respect to the men's drinking from 51% to 89%. Women's average partner-reported AUDIT score (20.7) was statistically significantly (p < 0.0001) higher than men's average self-reported score (15.8). CONCLUSIONS In contrast to collateral report studies conducted in the United States, concordance between self- and partner-reported alcohol consumption was poor among families experiencing IPV in Zambia. Given the possible biases associated with self-reported alcohol use, findings suggest that a convergent validity approach is useful in this research context.
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Affiliation(s)
- Jeremy C. Kane
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 North, Broadway, Baltimore, MD, 21205
| | - Sarah M. Murray
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 North, Broadway, Baltimore, MD, 21205
| | - Michael J. Vinikoor
- University of Alabama at Birmingham School of Medicine, 1720 2nd Ave., S., Birmingham, AL 35294
| | - M. Claire Greene
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 North, Broadway, Baltimore, MD, 21205
| | - Shoshanna L. Fine
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 North, Broadway, Baltimore, MD, 21205
| | - Ravi Paul
- Department of Psychiatry, University of Zambia School of Medicine, Nationalist Road, University Teaching Hospital, PO. Box 50110, Lusaka, Zambia
| | - Laura K. Murray
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, 624 North, Broadway, Baltimore, MD, 21205
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Point-of-Care Urine Ethyl Glucuronide Testing to Detect Alcohol Use Among HIV-Hepatitis B Virus Coinfected Adults in Zambia. AIDS Behav 2018; 22:2334-2339. [PMID: 29336004 DOI: 10.1007/s10461-018-2030-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
In an HIV-hepatitis B virus (HIV-HBV) coinfection cohort in Zambia, we piloted a qualitative point-of-care (POC) test for urine Ethyl glucuronide (uEtG), assessed concordance between uEtG and alcohol use disorders identification test-consumption (AUDIT-C), and identified epidemiological factors associated with underreporting (defined as uEtG-positivity with last reported drink > 7 days prior). Among 211 participants (40.8% women), there were 44 (20.8%) lifetime abstainers, 32 (15.2%) former drinkers, and 135 (64.0%) current drinkers, including 106 (50.2%) with unhealthy drinking per AUDIT-C. Eighty-seven (41.2%) were uEtG-positive including 64 of 65 (98.5%) who drank ≤ 3 days prior and 17 of 134 (12.7%) underreported, all of whom admitted to recent drinking when results were discussed. uEtG was moderately concordant with AUDIT-C. Past drinking (versus lifetime abstinence) and longer time on antiretrovirals (≥ 12 months) were associated with underreporting. These data support further use of POC alcohol biomarkers in HIV and hepatitis research and clinical settings.
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Barnett NP, Celio MA, Tidey JW, Murphy JG, Colby SM, Swift RM. A preliminary randomized controlled trial of contingency management for alcohol use reduction using a transdermal alcohol sensor. Addiction 2017; 112:1025-1035. [PMID: 28107772 PMCID: PMC5407929 DOI: 10.1111/add.13767] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Revised: 06/22/2016] [Accepted: 01/13/2017] [Indexed: 11/28/2022]
Abstract
AIMS We tested the efficacy of daily contingent reinforcement for reducing alcohol use compared with (yoked) non-contingent reinforcement (NR) using a transdermal alcohol sensor to detect alcohol use. DESIGN Pilot randomized controlled design with 1 baseline week, 3 intervention weeks and 1-month follow-up. SETTING New England, USA. PARTICIPANTS Heavy drinking adults (46.7% female) not seeking treatment were randomized to (1) an escalating schedule of cash reinforcement (CR; n = 15) for days on which alcohol was neither reported nor detected or (2) yoked NR (n = 15). INTERVENTION AND COMPARATOR Reinforcement for CR participants started at $5 and increased $2 every subsequent day on which alcohol was not detected or reported, to a maximum of $17. Participants received no reinforcement for days on which alcohol use was detected or reported, and the reinforcer value was re-set to $5 the day after a drinking day. NR participants were yoked to the daily reinforcer value of an individual in the CR condition, in order of enrollment. Paired participants in CR and NR therefore received the same amount of money, but the amount for the NR participant was not behavior-related. MEASUREMENTS The primary outcome was percentage of days without sensor-detected drinking. Secondary outcomes were number of consecutive days with no detected drinking, peak transdermal alcohol concentration (TAC), self-reported drinks per week and drinking below NIH low-risk guidelines. FINDINGS Controlling for baseline, CR had a higher percentage of days with no drinking detected (54.3%) than NR (31.2%) during intervention weeks [P = 0.05, Cohen's d = 0.74; 95% confidence interval (CI) = 0.007-1.47]. The longest period of consecutive days with no drinking detected was 8.0 for CR versus 2.9 for NR (P = 0.03, d = 0.85; 95% CI = 0.08-1.61). Peak TAC during intervention showed a non-significant group difference (P = 0.20; d = 0.48; 95% CI = 0.00-1.18); a similar result was found for drinks per week (P = 0.12; d = 0.59; 95% CI = 0.00-1.30). Four times more participants in CR drank below NIH low-risk drinking guidelines during intervention than did participants in NR: 31.1 versus 7.1% (P = 0.07; d = 0.71; 95% CI = -0.04 to 1.46). At 1-month follow-up, the highest number of consecutive days without drinking (self-report) did not differ significantly between conditions (P = 0.26), but showed a medium effect size (d = 0.44; 95% CI = -0.32 to 1.18). CONCLUSIONS Cash incentives linked to a transdermal alcohol sensor can reduce heavy alcohol consumption while the incentives are in operation.
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Affiliation(s)
- Nancy P. Barnett
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI 02912
| | - Mark A. Celio
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI 02912
| | - Jennifer W. Tidey
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI 02912
| | - James G. Murphy
- Department of Psychology, University of Memphis, Memphis, TN 38152
| | - Suzanne M. Colby
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI 02912
| | - Robert M. Swift
- Center for Alcohol and Addiction Studies, Brown University, Providence, RI 02912
- VA Medical Center, Providence RI 02908
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Hahn JA, Anton RF, Javors MA. The Formation, Elimination, Interpretation, and Future Research Needs of Phosphatidylethanol for Research Studies and Clinical Practice. Alcohol Clin Exp Res 2016; 40:2292-2295. [PMID: 27716960 DOI: 10.1111/acer.13213] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Accepted: 08/10/2016] [Indexed: 02/05/2023]
Affiliation(s)
- Judith A Hahn
- Department of Medicine, University of California, San Francisco, California.
| | - Raymond F Anton
- Department of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, South Carolina
| | - Martin A Javors
- Department of Psychiatry, University of Texas Health Science Center, San Antonio, Texas
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Lowe JM, McDonell MG, Leickly E, Angelo FA, Vilardaga R, McPherson S, Srebnik D, Roll J, Ries RK. Determining ethyl glucuronide cutoffs when detecting self-reported alcohol use in addiction treatment patients. Alcohol Clin Exp Res 2015; 39:905-10. [PMID: 25866234 DOI: 10.1111/acer.12699] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2014] [Accepted: 02/04/2015] [Indexed: 01/16/2023]
Abstract
BACKGROUND Ethyl glucuronide (EtG) is an alcohol biomarker with potential utility as a clinical research and alcohol treatment outcome. Debate exists regarding the appropriate cutoff level for determining alcohol use, particularly with the EtG immunoassay. This study determined the EtG immunoassay cutoff levels that most closely correspond to self-reported drinking in alcohol-dependent outpatients. METHODS Eighty adults with alcohol dependence and mental illness, taking part in an alcohol treatment study, provided urine samples 3 times per week for up to 16 weeks (1,589 samples). Self-reported drinking during 120 hours prior to each sample collection was assessed. Receiver operating characteristic analyses were conducted to assess the ability of the EtG immunoassay to detect self-reported alcohol use across 24- to 120-hour time periods. Sensitivity and specificity of EtG immunoassay cutoff levels was compared in 100 ng/ml increments (100 to 500 ng/ml) across 24 to 120 hours. RESULTS Over half (57%) of the 1,589 samples indicated recent alcohol consumption. The EtG immunoassay closely corresponded to self-reported drinking from 24 (area under the curve [AUC] = 0.90, 95% confidence interval [CI]: 0.88, 0.92) to 120 hours (AUC = 0.88, 95% CI: 0.87, 0.90). When cutoff levels were compared across 24 to 120 hours, 100 ng/ml had the highest sensitivity (0.93 to 0.78) and lowest specificity (0.67 to 0.85). Relative to 100 ng/ml, the 200 ng/ml cutoff demonstrated a reduction in sensitivity (0.89 to 0.67), but improved specificity (0.78 to 0.94). The 300, 400, and 500 ng/ml cutoffs demonstrated the lowest sensitivity (0.86 to 0.33) and highest specificity (0.86 to 0.97) over 24 to 120 hours. CONCLUSIONS For detecting alcohol use for >24 hours, the 200 ng/ml cutoff level is recommended for use as a research and clinical outcome.
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Affiliation(s)
- Jessica M Lowe
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington
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