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CompletedNCT03462797OPPUpdated Oct 11, 2018

Opioid Physiology Project

An observational study in Tolerance, Withdrawal and Addiction, sponsored by University of Tennessee. Completed at 1 site in United States. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2018-10-11.

Sponsored by University of Tennessee · Observational

Study type
Observational
Model
Other
Time perspective
Prospective
Enrollment
87
Ages
18 Years and older
Sex
All
01

Study summary

The current project seeks to explore the use of emergent biosensor technology to detect opioid use. The investigators goal is to recruit 60 opioid naïve patients presenting at the College of Dentistry at UTHSC. Candidate participants must be scheduled for an upcoming dental procedure that will involve subsequent pain management using oral opioid medication. Participants will be consented prior to any study procedures. All participant information from this study will be kept strictly confidential (e.g., no individual data will be shared with the College of Dentistry).

Read the detailed description

Opioid overdose is a leading cause of accidental death in the USA, with death rates rising steadily over the last 20 years (CDC, 2015). Of the over 22,000 deaths relating to pharmaceutical overdose in 2011, three quarters involved opioid analgesics (Fletcher et al., 2011). Increases in problematic opioid use have paralleled a corresponding increase in drug treatment admissions (DOHH, 2014). Drug treatment programs currently focus on behavioral and pharmacologic interventions to sustain abstinence, and success is typically measured by self-reports or urine drug screening (NIDA, 2016). Both measurement methods are limited by such factors as recall bias, distortion, and lack of precision (Fishman et al., 2000). A detection method that accurately detects opioid use as it occurs in real time would provide several distinct advantages, including the ability to obtain environmental and behavioral contexts surrounding relapse as well as an opportunity for targeted interventions.

The current project seeks to explore the use of emergent biosensor technology to detect opioid use. The investigators goal is to recruit 60 opioid naïve patients presenting at the College of Dentistry at UTHSC. Candidate participants must be scheduled for an upcoming dental procedure that will involve subsequent pain management using oral opioid medication. Participants will be consented prior to any study procedures. All participant information from this study will be kept strictly confidential (e.g., no individual data will be shared with the College of Dentistry).

Participants who are enrolled will complete baseline questionnaires regarding psychological and behavioral risks of substance use. Next, participants will be asked to wear the wristband sensor for 1 day prior to surgery, and up to 30 days post-surgery, or as long as opioid medication is prescribed. Physiological measurement will be conducted via the Empatica E4 wristband biosensor, which measures electrodermal activity, skin temperature, and locomotion data. Opioid use will detected through biosensor activity. Participants will be recruited over a 6 month period, in cohorts of 10. All study procedures will be approved by the UTHSC IRB.

Hilbert transform analyses combined with paired t-tests will be used to compare the biosensor data: (A) within subjects, before and after administration of opioids; and (B) between subjects, controlling for hand dominance, gender, and length of prescription.

Results of analyses will be shared with the College of Dentistry, and will subsequently be disseminated through a peer-reviewed publication.

Role of the College of Dentistry:

  • To refer patients to Karen Derefinko's study team for possible recruitment into the study prior to the scheduled surgery.
  • If possible, to allow a research coordinator to consent and interview participants on site in an available private room.
  • To provide prescription data (type, dose, and duration) to study team, with signed participant consent.

Epigenetics:

Environmental exposures including prescription drugs and drugs of abuse can have a pronounce effect on the epigenome (Nestler, 2014; Nielsen et al., 2012). There is growing evidence that use of opioids results in changes in DNA methylation, an important epigenetic modification that can alter gene expression. Such changes may play a mechanistic role in forming an "epigenetic memory" of drug exposure and development of dependence (Doehring et al., 2013; Tuesta \& Zhang, 2014). For this study, the coordinator will collect buccal swabs (cheek epithelial cells) from study subjects at the start of study and at follow up visits. Buccal cells will be collected non-invasively using the DNA Genotek sample collection kits (http://www.dnagenotek.com). The investigator will then perform genome-wide DNA methylation assay using the Illumina Infinium MethylationEPIC array (https://www.illumina.com). The investigator will evaluate the longitudinal change in the methylome that may be induced by short-term opioid use.

02

Conditions studied

  • Tolerance
  • Withdrawal
  • Addiction
  • Epigenetic Changes

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03

In context

Behavior, Addictive

521 studies on the registry are indexed under Behavior, Addictive; 124 are open to participants now.

This study's enrollment of 87 is below the median of 158 across 106 observational studies indexed under Behavior, Addictive.

Browse Behavior, Addictive studies →

Lead sponsor

University of Tennessee is the lead sponsor of 142 studies on the registry; 21 are open to participants now.

Of its 7 completed or terminated interventional studies of FDA-regulated products, 2 (29%) have results posted.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Sampling method
Non-probability sample

Study population

Our study population will be recruited for the University of Tennessee College of Dentistry. Recruited populations will be opioid naive individuals that are scheduled for an upcoming dental surgery that will result in an opioid medication be prescribed for pain management.

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Adult (18 or over)
  • Opioid naive
  • Getting a dental surgery where clinicians will prescribe opioid medication
  • Ability to consent
  • English as primary language
  • Willingness to wear biosensor
  • Willingness to complete daily log
  • Willingness to provide saliva samples (epigenetics)

Exclusion criteria

Exclusion Criteria:

  • Inability to wear biosensor
  • Other cause of pain (that may lead to other opioid use)
  • Current drug or alcohol depend
  • Inability to Consent
  • Pregnancy
  • Incarceration
  • Musculoskeletal causes of pain limiting motion
  • Upper Extremity Amputation
  • Individuals with Developmental Disabilities
05

Study design

Observational model
Other
Time perspective
Prospective
Enrollment
87 participants (actual)
Patient registry
No
Biospecimen retention
Samples with dna
06

What researchers measure

Primary outcomes

  1. Physiological changes

    We will be measuring physiological changes from pre- to post-opioid administration through the Empatica E4 electronic wristband. This device measures 5 physiological parameters: 1. Physical activity through an accelerometer measuring movement on x,y, and z axes. 2. Heart rate measured in beats per minute (BMP) 3. Skin conductance measured in µs (microseconds) 4. Temperature measured in Celsius (°C) 5. Blood volume pulse measured in nm (nanometers) and DNA methylation after self administration of opioid medication.

    Time frame: Physiological activity recording will start 24 to 48 hours before dental surgery date. Physiological activity will be stopped 2 days after discontinuation of opioid self-administration and will not exceed 30 days from surgery date.

Secondary outcomes

  1. DNA Methlyation changes

    We will be measuring DNA methylation markers and their changes from pre- to post-opioid administration through Ilumina Infinium methylation EPIC. More specifically, we will be looking at changes in β-values, which are the ratio of (DNA methylation)/(DNA methylation + DNA unmethylation). We will use DNA Genotek's Oragene Discover for saliva collection.

    Time frame: Initial saliva sample will be collected before surgery date. Second sample will be collected 2 days after discontinuation of opioid self-administration. Last sample will be collected at the 30 days from surgery date.

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Study locations

1 site
  • University of Tennessee College of Dentistry
    Memphis, Tennessee 38103, United States
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References and documents

Publications

  • Salgado Garcia FI, Indic P, Stapp J, Chintha KK, He Z, Brooks JH, Carreiro S, Derefinko KJ. Using wearable technology to detect prescription opioid self-administration. Pain. 2022 Feb 1;163(2):e357-e367. doi: 10.1097/j.pain.0000000000002375. PubMed 34270522 ↗

Individual participant data

Plan to share: No

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Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Ran from Aug 2017 to primary completion in Oct 2018, 13 months.

Of 46 non-industry observational studies under Behavior, Addictive, half reached primary completion within 40 months of starting (the median), counting those still running; a quarter within 20 and three quarters within 111. This study's 13 months is below that.

Counting every sponsor, half of 49 studies reached it within 40 months; a quarter within 20 and three quarters within 73.

How these figures are worked out, and which studies are left out of them.

Registered
Oct 24, 2017
First posted
Mar 13, 2018
StartActual
Aug 14, 2017
Primary completionActual
Oct 5, 2018
CompletionActual
Oct 5, 2018
Last update
Oct 11, 2018
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on Oct 11, 2018, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT03462797
Responsible party
Sponsor
First posted
Mar 13, 2018
Start date
Aug 14, 2017
Primary completion
Oct 5, 2018
Completion
Oct 5, 2018
Last update
Oct 11, 2018

Study contacts

Karen J Derefinko, PhD
principal investigator · University of Tennessee

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is completed, as verified in Oct 2018. You cannot join it, but the record below documents what was studied.

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