Evidence map›Paper›PMID 26245878›Full record

ArticleJournal of medical toxicology : official journal of the American College of Medical Toxicology2015

Utilizing an Ingestible Biosensor to Assess Real-Time Medication Adherence.

Peter R Chai, Jose Castillo-Mancilla, Eric Buffkin, Chad Darling, Rochelle K Rosen, Keith J Horvath, Edwin D Boudreaux, Gregory K Robbins, Patricia L Hibberd, Edward W Boyer

Abstract read
In one paragraph

Article in Journal of medical toxicology : official journal of the American College of Medical Toxicology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

35 citing papers in PubMed.

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  9. Preliminary feasibility of a wrist-worn receiver to measure medication adherence via an ingestible radiofrequency sensor.... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks · 2023
    Article
  10. Article
  11. Diversity in Digital Pill Systems: Differences in Perceptions and Attitudes Towards Use of a Digital Pill System for HIV Pre-Exposure Prophylaxis Among Men Who Have Sex with Men with Diverse Racial and Ethnic Identities.Proceedings of the ... Annual Hawaii International Conference on System Sciences. Annual Hawaii International Conference on System Sciences · 2023
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Peter R ChaiDivision of Medical Toxicology, Department of Emergency Medicine, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA. peter.chai@umassmemorial.org.
Jose Castillo-MancillaDivision of Infectious Diseases, Department of Medicine, University of Colorado-Anschutz Medical Campus, 17200 E 19th Ave, B168, Aurora, CO, 80045, USA.
Eric BuffkineTect BIO, 107 SW 140th Terrace, Suite 1, Newberry, FL, 32669, USA.
Chad DarlingDepartment of Emergency Medicine, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA.
Rochelle K RosenCenters for Behavioral and Preventive Medicine, The Miriam Hospital, Department of Behavioral and Social Sciences, Brown University Providence, RI, The Miriam Hospital, 164 Summit Ave, Providence, RI, 02906, USA.
Keith J HorvathDivision of Epidemiology and Community Health, University of Minnesota, 1300 S. 2nd Street, Suite 300, Minneapolis, MN, 55454, USA.
Edwin D BoudreauxDepartment of Emergency Medicine, Psychiatry, and Quantitative Health Sciences, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA.
Gregory K RobbinsDivision of Infectious Diseases, Department of Medicine, Massachusetts General Hospital, 55 Fruit St, Cox 506, Boston, MA, 02114, USA.
Patricia L HibberdDivision of Global Health, Department of Pediatrics, Massachusetts General Hospital, 100 Cambridge St., Boston, MA, 02114, USA.
Edward W BoyerDivision of Medical Toxicology, Department of Emergency Medicine, University of Massachusetts Medical School, 55 Lake Avenue North, Worcester, MA, 01655, USA.

Funding

Midcareer Investigator Award in Patient-Oriented Research (K24)K24AT003683 · NCCIH · TUFTS MEDICAL CENTER · PI HIBBERD, PATRICIA L · 2006 to 2015
$1.9M
Mentoring in Advanced mHealth Technologies and Machine Learning for HIV/Drug Abuse ResearchK24DA037109 · NIDA · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI BOYER, EDWARD W · 2014 to 2025
$1.9M
Quantifying Drug Adherence and Drug Exposure to Antiretroviral TherapyK23AI104315 · NIAID · UNIVERSITY OF COLORADO DENVER · PI CASTILLO-MANCILLA, JOSE RAMON · 2013 to 2017
$910k
A Mobile App to Increase Routine HIV Testing Among High-Risk Diverse MSMR34MH105202 · NIMH · UNIVERSITY OF MINNESOTA · PI HORVATH, KEITH JOSEPH, MITCHELL, JASON W · 2014 to 2016
$839k
A Smart Phone App to Improve ART Adherence among HIV+ Stimulant-using MSMR34DA033833 · NIDA · UNIVERSITY OF MINNESOTA · PI HORVATH, KEITH JOSEPH · 2013 to 2015
$685k
Acute Decompensated Heart Failure: Treatment Timing and Effects on OutcomesK23HL101991 · NHLBI · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI DARLING, CHAD ERIC · 2010 to 2014
$668k
NCCIH NIH HHS 5K24AT003683-09NCCIH NIH HHS K24 AT003683NHLBI NIH HHS 5K23HL101991-05NHLBI NIH HHS K23 HL101991NIAID NIH HHS 5K23AI104315-02NIAID NIH HHS K23 AI104315NIDA NIH HHS 1K24DA037109NIDA NIH HHS 5R34DA033833-04NIDA NIH HHS K24 DA037109NIDA NIH HHS R34 DA033833NIMH NIH HHS 1R34MH105202-01NIMH NIH HHS R34 MH105202
6 · The paper itself

Abstract

Medication adherence monitoring has relied largely on indirect measures of pill ingestion including patient self-report, pharmacy refills, electronically triggered pill bottles, and pill counts. Our objective is to describe an ingestible biosensor system comprising a radio-frequency identification (RFID)-tagged gelatin capsule. Once the capsule dissolves in the stomach, the RFID tag activates to transmit a unique signal to a relay device which transmits a time-stamped message to a cloud-based server that functions as a direct measure of medication adherence. We describe a constellation of mobile technologies that provide real-time direct measures of medication adherence. Optimizing connectivity, relay design, and interactivity with users are important in obtaining maximal acceptability. Potential concerns including gut retention of metallic components of the ingestible biosensor and drug dissolution within a gelatin capsule should be considered. An ingestible biosensor incorporated into a medication management system has the potential to improve medication compliance with real-time monitoring of ingestion and prompt early behavioral intervention. Integration of ingestible biosensors for multiple disease states may provide toxicologists with salient data early in the care of poisoned patients in the future. Further research on device design and interventions to improve adherence is needed and will shape the evolving world of medication adherence.

Indexed as

Biosensing TechniquesMedication AdherenceRadio Frequency Identification DeviceGelatinHumansGelatinAntiretroviral therapyBiosensorsHAARTMedication adherence

Identifiers

PMID26245878
PMCPMC4675608

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.