Accounting for sex-related differences in the estimation of breath alcohol concentrations using transdermal alcohol monitoring

RationalePreviously, we reported methods to estimate peak breath alcohol concentrations (BrAC) from transdermal alcohol concentrations (TAC) under conditions where alcohol consumption was controlled to produce similar BrAC levels in both sexes.ObjectiveThis study characterized differences in the relationship between BrAC and TAC as a function of sex and developed a model to predict peak BrAC that accounts for known sex differences in peak BrAC.MethodsTAC and BrAC were monitored during the consumption of a varying number of beers on different days. Both men (n = 11) and women (n = 10) consumed one, two, three, four, and five beers at the same rate in a 2-h period. Sex and sex-related variables were considered for inclusion in a multilevel model to develop an equation to estimate peak BrAC levels from TAC.ResultsWhile peak BrAC levels were significantly higher in women than men, sex differences were not significant in observed TAC levels. This lack of correspondence was evidenced by significant sex differences in the relationship between peak TAC and peak BrAC. The best model to estimate peak BrAC accounted for sex-related differences by including peak TAC, time-to-peak TAC, and sex. This model was further validated using previously collected data.ConclusionsThe relationship between peak TAC and actual peak BrAC differs between men and women, and these differences can be accounted for in a statistical model to better estimate peak BrAC. Further studies are required to extend these estimates of peak BrAC to the outpatient environment where naturalistic drinking occurs.

[1]  J. Hahn,et al.  Adding Fuel to the Fire: Alcohol’s Effect on the HIV Epidemic in Sub-Saharan Africa , 2011, Current HIV/AIDS reports.

[2]  G. Skopp,et al.  Ethanol elimination rates in men and women in consideration of the calculated liver weight. , 2007, Alcohol.

[3]  M. Trevisan,et al.  Alcohol-Related Morbidity and Mortality , 2003, Alcohol research & health : the journal of the National Institute on Alcohol Abuse and Alcoholism.

[4]  Thomas Mammone,et al.  Gender-linked differences in human skin. , 2009, Journal of dermatological science.

[5]  R. J. Long,et al.  Validity of transdermal alcohol monitoring: fixed and self-regulated dosing. , 2006, Alcoholism, clinical and experimental research.

[6]  A. Laconti,et al.  Studies on a wearable, electronic, transdermal alcohol sensor. , 1992, Alcoholism, clinical and experimental research.

[7]  Tim Stockwell,et al.  Understanding standard drinks and drinking guidelines. , 2012, Drug and alcohol review.

[8]  J. Lange,et al.  Standardized measures of alcohol-related problems: a review of their use among college students. , 2008, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[9]  McGinnis Jm,et al.  Actual causes of death in the United States. , 1993 .

[10]  G Pozzato,et al.  Gender differences in pharmacokinetics of alcohol. , 2001, Alcoholism, clinical and experimental research.

[11]  Anders Helander,et al.  Monitoring of the alcohol biomarkers PEth, CDT and EtG/EtS in an outpatient treatment setting. , 2012, Alcohol and alcoholism.

[12]  J. Carlin,et al.  Teenage drinking and the onset of alcohol dependence: a cohort study over seven years. , 2004, Addiction.

[13]  A. Häkkinen,et al.  Women and men have similar amounts of liver and intra-abdominal fat, despite more subcutaneous fat in women: implications for sex differences in markers of cardiovascular risk , 2004, Diabetologia.

[14]  Sarah Kerrigan,et al.  Quantitative determination of caffeine and alcohol in energy drinks and the potential to produce positive transdermal alcohol concentrations in human subjects. , 2009, Journal of analytical toxicology.

[15]  Linda C. Sobell,et al.  Alcohol Consumption Measures , 1995 .

[16]  F. Rotgers,et al.  Assessing Alcohol Problems: A Guide for Clinicians and Researchers , 1997 .

[17]  Jack Darkes,et al.  The validity of self-reports of alcohol consumption: state of the science and challenges for research. , 2003, Addiction.

[18]  James G. Murphy,et al.  Contingency management for alcohol use reduction: a pilot study using a transdermal alcohol sensor. , 2011, Drug and alcohol dependence.

[19]  L. Johnston,et al.  Getting drunk and growing up: trajectories of frequent binge drinking during the transition to young adulthood. , 1996, Journal of studies on alcohol.

[20]  Kelly S. DeMartini,et al.  Individual-level interventions to reduce college student drinking: a meta-analytic review. , 2007, Addictive behaviors.

[21]  B. Jones,et al.  ALCOHOL EFFECTS IN WOMEN DURING THE MENSTRUAL CYCLE * , 1976, Annals of the New York Academy of Sciences.

[22]  J. Long,et al.  Relationship of binge drinking to alcohol dependence, other psychiatric disorders, and behavioral problems in an American Indian tribe. , 1998, Alcoholism, clinical and experimental research.

[23]  K. Hattori,et al.  Skinfold compressibility in Japanese university students. , 1993, Okajimas folia anatomica Japonica.

[24]  R. D. de Visser,et al.  My cup runneth over: young people's lack of knowledge of low-risk drinking guidelines. , 2012, Drug and alcohol review.

[25]  M. Javors,et al.  Current status of carbohydrate deficient transferrin, total serum sialic acid, sialic acid index of apolipoprotein J and serum beta-hexosaminidase as markers for alcohol consumption. , 2003, Addiction.

[26]  Paul R. Marques,et al.  Evaluating transdermal alcohol measuring devices , 2007 .

[27]  P. Marques Levels and types of alcohol biomarkers in DUI and clinic samples for estimating workplace alcohol problems. , 2012, Drug testing and analysis.

[28]  H. Wulf,et al.  Influence of Epidermal Thickness, Pigmentation and Redness on Skin Autofluorescence ¶ , 2003, Photochemistry and photobiology.

[29]  Robert D Brewer,et al.  Economic costs of excessive alcohol consumption in the U.S., 2006. , 2011, American journal of preventive medicine.

[30]  R. Swift,et al.  Transdermal alcohol measurement for estimation of blood alcohol concentration. , 2000, Alcoholism, clinical and experimental research.

[31]  K. Hattori,et al.  Sex differences in the distribution of subcutaneous and internal fat. , 1991, Human biology.

[32]  C. Bouchard,et al.  Sex differences in inflammatory markers: what is the contribution of visceral adiposity? , 2009, The American journal of clinical nutrition.

[33]  J. Gerberding,et al.  Actual causes of death in the United States, 2000. , 2004, JAMA.

[34]  Scott Tippetts,et al.  Estimating driver risk using alcohol biomarkers, interlock blood alcohol concentration tests and psychometric assessments: initial descriptives. , 2010, Addiction.

[35]  H. Swartzwelder,et al.  Do college students drink more than they think? Use of a free-pour paradigm to determine how college students define standard drinks. , 2003, Alcoholism, clinical and experimental research.

[36]  M. Sobell,et al.  Gender and alcohol dosing: a procedure for producing comparable breath alcohol curves for men and women. , 1997, Alcoholism, clinical and experimental research.

[37]  M. Hlastala,et al.  The kinetics of transdermal ethanol exchange. , 2006, Journal of applied physiology.

[38]  P. Allebeck,et al.  Non-response bias and hazardous alcohol use in relation to previous alcohol-related hospitalization: comparing survey responses with population data , 2013, Substance Abuse Treatment, Prevention, and Policy.

[39]  Ting-kai Li,et al.  Quantifying the risks associated with exceeding recommended drinking limits. , 2005, Alcoholism, clinical and experimental research.

[40]  Jennifer L Maggs,et al.  A developmental perspective on alcohol use and heavy drinking during adolescence and the transition to young adulthood. , 2002, Journal of studies on alcohol. Supplement.

[41]  Genshiro Kitagawa,et al.  Selected papers of Hirotugu Akaike , 1998 .

[42]  C. Sempos,et al.  The relationship of average volume of alcohol consumption and patterns of drinking to burden of disease: an overview. , 2003, Addiction.

[43]  W. Sterry,et al.  Gender-Related Differences in the Physiology of the Stratum Corneum , 2005, Dermatology.

[44]  H. Wulf,et al.  Epidermal thickness at different body sites: relationship to age, gender, pigmentation, blood content, skin type and smoking habits. , 2003, Acta dermato-venereologica.

[45]  Nancy P Barnett,et al.  Continuous objective monitoring of alcohol use: twenty-first century measurement using transdermal sensors. , 2013, Alcoholism, clinical and experimental research.

[46]  T F Nelson,et al.  Binge drinking and the American college student: what's five drinks? , 2001, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[47]  Paul R Marques,et al.  Field and laboratory alcohol detection with 2 types of transdermal devices. , 2009, Alcoholism, clinical and experimental research.

[48]  P. Toth Impact of Abdominal Visceral and Subcutaneous Adipose Tissue on Cardiometabolic Risk Factors: The Jackson Heart Study , 2011 .

[49]  D. Dougherty,et al.  Comparing the detection of transdermal and breath alcohol concentrations during periods of alcohol consumption ranging from moderate drinking to binge drinking. , 2012, Experimental and clinical psychopharmacology.

[50]  Shinichi Nakagawa,et al.  A general and simple method for obtaining R2 from generalized linear mixed‐effects models , 2013 .

[51]  R. Swift,et al.  Direct measurement of alcohol and its metabolites. , 2003, Addiction.

[52]  E. Tur,et al.  Physiology of the skin--differences between women and men. , 1997, Clinics in dermatology.

[53]  H. Akaike,et al.  Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .