Literature DB >> 25330747

Real-time mobile detection of drug use with wearable biosensors: a pilot study.

Stephanie Carreiro1, David Smelson, Megan Ranney, Keith J Horvath, R W Picard, Edwin D Boudreaux, Rashelle Hayes, Edward W Boyer.   

Abstract

While reliable detection of illicit drug use is paramount to the field of addiction, current methods involving self-report and urine drug screens have substantial limitations that hinder their utility. Wearable biosensors may fill a void by providing valuable objective data regarding the timing and contexts of drug use. This is a preliminary observational study of four emergency department patients receiving parenteral opioids and one individual using cocaine in a natural environment. A portable biosensor was placed on the inner wrist of each subject, to continuously measure electrodermal activity (EDA), skin temperature, and acceleration. Data were continuously recorded for at least 5 min prior to drug administration, during administration, and for at least 30 min afterward. Overall trends in biophysiometric parameters were assessed. Injection of opioids and cocaine use were associated with rises in EDA. Cocaine injection was also associated with a decrease in skin temperature. Opioid tolerance appeared to be associated with a blunted physiologic response as measured by the biosensor. Laterality may be an important factor, as magnitude of response varied between dominant and nondominant wrists in a single patient with bilateral wrist measurements. Changes in EDA and skin temperature are temporally associated with intravenous administration of opioids and cocaine; the intensity of response, however, may vary depending on history and extent of prior use.

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Year:  2015        PMID: 25330747      PMCID: PMC4371024          DOI: 10.1007/s13181-014-0439-7

Source DB:  PubMed          Journal:  J Med Toxicol        ISSN: 1556-9039


  14 in total

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Authors:  G Schulter; I Papousek
Journal:  Int J Psychophysiol       Date:  1992-12       Impact factor: 2.997

2.  Bilateral electrodermal activity: relationships to state and trait characteristics of hemisphere asymmetry.

Authors:  G Schulter; I Papousek
Journal:  Int J Psychophysiol       Date:  1998-12       Impact factor: 2.997

Review 3.  The validity of self-reported drug use in survey research: an overview and critique of research methods.

Authors:  L Harrison
Journal:  NIDA Res Monogr       Date:  1997

Review 4.  Wireless Technologies, Ubiquitous Computing and Mobile Health: Application to Drug Abuse Treatment and Compliance with HIV Therapies.

Authors:  Edward W Boyer; David Smelson; Richard Fletcher; Douglas Ziedonis; Rosalind W Picard
Journal:  J Med Toxicol       Date:  2010-06

5.  Stress in the daily lives of cocaine and heroin users: relationship to mood, craving, relapse triggers, and cocaine use.

Authors:  Kenzie L Preston; David H Epstein
Journal:  Psychopharmacology (Berl)       Date:  2011-02-12       Impact factor: 4.530

6.  Tobacco, cocaine, and heroin: Craving and use during daily life.

Authors:  David H Epstein; Gina F Marrone; Stephen J Heishman; John Schmittner; Kenzie L Preston
Journal:  Addict Behav       Date:  2009-11-12       Impact factor: 3.913

7.  Differences in amphetamine and morphine sensitivity in lateralized and non-lateralized rats: locomotor activity and drug self-administration.

Authors:  S D Glick; P A Hinds
Journal:  Eur J Pharmacol       Date:  1985-12-03       Impact factor: 4.432

8.  Cell phones for ecological momentary assessment with cocaine-addicted homeless patients in treatment.

Authors:  Michelle J Freedman; Kristin M Lester; Cecelia McNamara; Jesse B Milby; Joseph E Schumacher
Journal:  J Subst Abuse Treat       Date:  2006-03

9.  Real-time electronic diary reports of cue exposure and mood in the hours before cocaine and heroin craving and use.

Authors:  David H Epstein; Jessica Willner-Reid; Massoud Vahabzadeh; Mustapha Mezghanni; Jia-Ling Lin; Kenzie L Preston
Journal:  Arch Gen Psychiatry       Date:  2009-01

10.  Brain activity associated with the electrodermal reactivity to acute heat pain.

Authors:  Audrey-Anne Dubé; Marco Duquette; Mathieu Roy; Franco Lepore; Gary Duncan; Pierre Rainville
Journal:  Neuroimage       Date:  2008-11-05       Impact factor: 6.556

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  28 in total

1.  Wearable Devices and Biosensing: Future Frontiers.

Authors:  Peter R Chai
Journal:  J Med Toxicol       Date:  2016-06-28

2.  Wearable Biosensors to Detect Physiologic Change During Opioid Use.

Authors:  Stephanie Carreiro; Kelley Wittbold; Premananda Indic; Hua Fang; Jianying Zhang; Edward W Boyer
Journal:  J Med Toxicol       Date:  2016-06-22

3.  JMT's Research Concepts Section: a 5-Year Evaluation.

Authors:  David H Jang; Jennifer S Love; Mark B Mycyk
Journal:  J Med Toxicol       Date:  2019-08-05

Review 4.  Combining ecological momentary assessment with objective, ambulatory measures of behavior and physiology in substance-use research.

Authors:  Jeremiah W Bertz; David H Epstein; Kenzie L Preston
Journal:  Addict Behav       Date:  2017-11-16       Impact factor: 3.913

5.  Automatic Detection of Opioid Intake Using Wearable Biosensor.

Authors:  Md Shaad Mahmud; Hua Fang; Honggang Wang; Stephanie Carreiro; Edward Boyer
Journal:  Int Conf Comput Netw Commun       Date:  2018-06-21

Review 6.  Mobile devices for the remote acquisition of physiological and behavioral biomarkers in psychiatric clinical research.

Authors:  Zachary W Adams; Erin A McClure; Kevin M Gray; Carla Kmett Danielson; Frank A Treiber; Kenneth J Ruggiero
Journal:  J Psychiatr Res       Date:  2016-10-22       Impact factor: 4.791

7.  Harmonizing Wearable Biosensor Data Streams to Test Polysubstance Detection.

Authors:  Joshua Rumbut; Hua Fang; Honggang Wang; Stephanie Carreiro; David Smelson; Brittany Chapman; Edward Boyer
Journal:  Int Conf Comput Netw Commun       Date:  2020-03-30

8.  Wearable Biosensors to Evaluate Recurrent Opioid Toxicity After Naloxone Administration: A Hilbert Transform Approach.

Authors:  Keerthi Kumar Chintha; Premananda Indic; Brittany Chapman; Edward W Boyer; Stephanie Carreiro
Journal:  Proc Annu Hawaii Int Conf Syst Sci       Date:  2018-01-03

9.  Ingestible Biosensors for Real-Time Medical Adherence Monitoring: MyTMed.

Authors:  Peter R Chai; Rochelle K Rosen; Edward W Boyer
Journal:  Proc Annu Hawaii Int Conf Syst Sci       Date:  2016-01

10.  Wearable sensor-based detection of stress and craving in patients during treatment for substance use disorder: A mixed methods pilot study.

Authors:  Stephanie Carreiro; Keerthi Kumar Chintha; Sloke Shrestha; Brittany Chapman; David Smelson; Premananda Indic
Journal:  Drug Alcohol Depend       Date:  2020-03-03       Impact factor: 4.492

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