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Chai PR, Goodman GR, Mohamed Y, Bustamante MJ, Albrechta H, Lee JS, Glynn TR, Boland K, Hokayem J, Boyer EW, Rosen RK, Mayer KH, O'Cleirigh C. Leveraging A Digital Pill System to Understand Prevention-Effective Adherence to Oral Hiv Pre-Exposure Prophylaxis Among Men Who Have Sex with Men with Substance Use. AIDS Behav 2024; 28:3373-3380. [PMID: 38985403 PMCID: PMC11427137 DOI: 10.1007/s10461-024-04435-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/27/2024] [Indexed: 07/11/2024]
Abstract
Daily oral pre-exposure prophylaxis (PrEP) is highly effective for HIV prevention, though efficacy depends on adherence. Digital pill systems (DPS) can enable direct, real-time adherence measurement. HIV-negative men who have sex with men (MSM) with substance use (excluding alcohol) utilized a DPS over 90 days and completed weekly surveys reporting sexual activity, condom use, and substance use. Responses indicating (1) any sexual activity and substance use or (2) condomless anal intercourse (CAI) in the prior week were categorized as high risk for HIV acquisition. PrEP adherence data for the 7-day period preceding each response was dichotomized as ≤ 3 and ≥ 4 doses/week, indicating prevention-effective adherence, and compared by HIV risk level. Thirteen MSM were analyzed (median age: 32). Of 113 surveys, 48.7% indicated high HIV risk, with 12.4% reporting CAI alone, 16.8% any sexual activity and substance use, and 19.5% both CAI and substance use. Weekly mean PrEP adherence was 90.3% (6.3 of 7 doses/week), with ≥ 4 doses/week recorded during 92.0% of weeks. The proportion of participants with ≥ 4 recorded doses/week was 88.9% during weeks with CAI alone, 89.5% during weeks with any sexual activity and substance use, 92.0% during weeks with both CAI and substance use, and 92.8% during lower risk weeks. Participants ingested ≥ 4 doses/week during 89.1% of all high-risk weeks and 94.8% of low-risk weeks. Overall, participants maintained high levels of PrEP adherence while engaging in HIV risk behaviors. DPS can be deployed concurrently with data collection tools to assess ingestion patterns during periods of elevated risk.
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Affiliation(s)
- Peter R Chai
- Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St., Boston, MA, 02115, USA.
- Department of Psychosocial and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA.
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA.
- The Fenway Institute, Fenway Health, Boston, MA, USA.
| | - Georgia R Goodman
- Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St., Boston, MA, 02115, USA
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Yassir Mohamed
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Boston University School of Public Health, Boston, MA, USA
| | - Maria J Bustamante
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychological & Brain Sciences, Boston University, Boston, MA, USA
| | - Hannah Albrechta
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group, Rockville, MD, USA
| | - Jasper S Lee
- Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St., Boston, MA, 02115, USA
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tiffany R Glynn
- Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St., Boston, MA, 02115, USA
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Kel Boland
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Tufts University School of Medicine, Boston, MA, USA
| | | | - Edward W Boyer
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Emergency Medicine, The Ohio State University, Columbus, OH, USA
| | - Rochelle K Rosen
- The Centers for Behavioral and Preventive Medicine, The Miriam Hospital, Providence, RI, USA
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
| | - Kenneth H Mayer
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Conall O'Cleirigh
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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Chivilgina O, Elger BS, Fedotov I, Jotterand F. eHealth interventions for psychiatry in Switzerland and Russia: a comparative study. Front Digit Health 2024; 5:1278176. [PMID: 38314194 PMCID: PMC10834775 DOI: 10.3389/fdgth.2023.1278176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 12/20/2023] [Indexed: 02/06/2024] Open
Abstract
Introduction During the past decade, the use of digital technology to promote mental health has increased dramatically. Additionally, the consequences of the COVID-19 pandemic, such as travel restrictions and the disruption of face-to-face interactions, have led to an increase in the use of digital technologies. A wide variety of technologies have been developed, including messaging chatbots, virtual reality technologies, direct-to-consumer apps, and even technologies that are fully integrated into clinical care tools. Methods The following qualitative study is based on the opinions of mental health specialists in both countries regarding the use of digital health technologies in psychiatry in Switzerland and Russia in 2019-2020. We investigate the state of adoption of digital technologies in the field of mental health, the meaning of such technologies, and the crucial factors in the use of such technologies in psychiatry. Results Health care professionals in both Russia and Switzerland are well aware of these technologies. However, the use of digital technology to promote mental health has taken different paths in these two health care settings.
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Affiliation(s)
- Olga Chivilgina
- Institute of Biomedical Ethics, University of Basel, Basel, Switzerland
| | - Bernice S. Elger
- Institute of Biomedical Ethics, University of Basel, Basel, Switzerland
- Unit of Health Law & Humanitarian Medicine at the Institute for Legal Medicine, University of Geneva, Geneva, Switzerland
| | - Ilya Fedotov
- Psychiatry Department, Ryazan State Medical University, Ryazan, Russia
| | - Fabrice Jotterand
- Institute of Biomedical Ethics, University of Basel, Basel, Switzerland
- Center for Bioethics and Medical Humanities, Institute for Health and Equity, Medical College of Wisconsin, Milwaukee, WI, United States
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Goodman GR, Carnes TC, Albrechta H, Alpert P, Hokayem J, Goldfine C, Lee JS, Boyer EW, Rosen R, Mayer KH, O'Cleirigh C, Chai PR. Real-World Implementation Challenges Associated with a Digital Pill System to Measure Adherence to HIV Pre-Exposure Prophylaxis from Two Studies of Men Who Have Sex With Men. PROCEEDINGS OF THE ... ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES. ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES 2024; 57:3211-3221. [PMID: 38213843 PMCID: PMC10783042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
Once-daily oral pre-exposure prophylaxis (PrEP) is highly effective for HIV prevention, but its efficacy is dependent on adherence, which can be challenging for men who have sex with men (MSM) with substance use. Digital pill systems (DPS) represent a novel tool for directly measuring adherence through ingestible radiofrequency sensors that confirm ingestions in real-time. We examined operational challenges across two studies involving DPS to measure PrEP adherence. While most participants successfully operated the system, a number of technological and sociobehavioral challenges requiring intervention were identified across both studies. Technological issues were both system- and participant-related, and were primarily addressed with technical updates and participant re-education, while sociobehavioral issues, including health and housing changes and issues with technology access, warranted innovative solutions. Future research leveraging DPS technology should develop robust supportive infrastructure and mitigation procedures to promptly identify and resolve operational issues to optimize the potential benefits of DPS use.
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Affiliation(s)
| | | | | | | | | | | | - Jasper S Lee
- Department of Psychiatry, Massachusetts General Hospital
| | - Edward W Boyer
- Department of Emergency Medicine, Ohio State University, Wexner Medical Center
| | | | | | | | - Peter R Chai
- Department of Emergency Medicine, Brigham and Women's Hospital
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Goodman GR, Vaz C, Albrechta H, Boyer EW, Mayer KH, O'Cleirigh C, Chai PR. Ingestible Electronic Sensors for Monitoring Real-time Adherence to HIV Pre-exposure Prophylaxis and Antiretroviral Therapy. Curr HIV/AIDS Rep 2022; 19:433-445. [PMID: 36048309 PMCID: PMC9509467 DOI: 10.1007/s11904-022-00625-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/22/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE OF REVIEW This review summarizes the recent advancements and future directions of digital pill systems (DPS) - which utilize ingestible sensors to directly measure medication ingestion events in real-time - in the context of HIV prevention and treatment. RECENT FINDINGS Two DPS are cleared by the US Food and Drug Administration. The bioequivalence and stability of digitized pre-exposure prophylaxis (PrEP) and antiretroviral therapy (ART) have been established, and pilot studies have demonstrated the feasibility and acceptability of using DPS for PrEP and ART adherence measurement. Important bioethical and implementation considerations have been identified for future clinical trials. Continued technological advancement may reduce barriers to use, and integration of DPS into behavioral interventions may facilitate adherence improvement efforts. DPS represent an innovative tool for PrEP and ART adherence measurement. Future work will optimize the technology to reduce operational barriers. DPS have significant potential for expansion across a diverse array of diseases, though key bioethical considerations must be examined prior to large-scale implementation.
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Affiliation(s)
- Georgia R Goodman
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02115, USA
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Clint Vaz
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02115, USA
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA
| | | | - Edward W Boyer
- The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Kenneth H Mayer
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical, Boston, MA, USA
| | - Conall O'Cleirigh
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Peter R Chai
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02115, USA.
- The Fenway Institute, Fenway Health, Boston, MA, USA.
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA.
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA.
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Chai PR, Goodman GR, Bronzi O, Gonzales G, Baez A, Bustamante MJ, Najarro J, Mohamed Y, Sullivan MC, Mayer KH, Boyer EW, O'Cleirigh C, Rosen RK. Real-World User Experiences with a Digital Pill System to Measure PrEP Adherence: Perspectives from MSM with Substance Use. AIDS Behav 2022; 26:2459-2468. [PMID: 35089449 PMCID: PMC8795732 DOI: 10.1007/s10461-022-03594-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/15/2022] [Indexed: 12/30/2022]
Abstract
Once-daily oral pre-exposure prophylaxis (PrEP) is highly effective for preventing HIV transmission, but adherence can be challenging for men who have sex with men (MSM) who use substances. A novel method for directly measuring ingestion events is a digital pill system (DPS), which comprises an ingestible radiofrequency emitter that signals a wearable Reader device upon PrEP ingestion, relaying ingestion data to a wearable Reader device and then to a smartphone application. Qualitative interviews were conducted with 15 MSM with non-alcohol substance use following an open-label pilot demonstration trial involving use of the DPS to measure PrEP adherence for 90 days. The purpose of this qualitative investigation was to understand overall user experiences and potential barriers and facilitators to using the DPS to measure PrEP adherence among MSM. The DPS was largely perceived as acceptable, novel, and valuable, with most participants reporting that the system was easily integrated into their daily routines. Technological and design factors, especially related to the wearable Reader, impacted participants’ interest in using the technology long-term; several suggested improvements were discussed. Trial Registration ClinicalTrials.gov: NCT03842436.
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Affiliation(s)
- Peter R Chai
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02411, USA.
- The Fenway Institute, Fenway Health, Boston, MA, USA.
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA.
| | - Georgia R Goodman
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02411, USA
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Olivia Bronzi
- The Fenway Institute, Fenway Health, Boston, MA, USA
| | | | | | | | - Jesse Najarro
- The Fenway Institute, Fenway Health, Boston, MA, USA
| | | | - Matthew C Sullivan
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Kenneth H Mayer
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Infectious Diseases, Beth Israel Deaconess Medical Center/Harvard Medical School, Boston, MA, USA
| | - Edward W Boyer
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St., Boston, MA, 02411, USA
- The Fenway Institute, Fenway Health, Boston, MA, USA
| | - Conall O'Cleirigh
- The Fenway Institute, Fenway Health, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA, USA
| | - Rochelle K Rosen
- Center for Behavioral and Preventive Medicine, The Miriam Hospital, Providence, RI, USA
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, USA
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Chai PR, Mohamed Y, Bustamante MJ, Goodman GR, Najarro J, Castillo-Mancilla J, Baez A, Bronzi O, Sullivan MC, Pereira LM, Baumgartner SL, Carnes TC, Mayer KH, Rosen RK, Boyer EW, O'Cleirigh C. DigiPrEP: A Pilot Trial to Evaluate the Feasibility, Acceptability, and Accuracy of a Digital Pill System to Measure PrEP Adherence in Men Who Have Sex With Men Who Use Substances. J Acquir Immune Defic Syndr 2022; 89:e5-e15. [PMID: 34753871 PMCID: PMC8740604 DOI: 10.1097/qai.0000000000002854] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 10/21/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Adherence to once daily oral preexposure prophylaxis (PrEP) for HIV prevention can be challenging for men who have sex with men (MSM) with substance use. Digital pill systems (DPS) comprise a radiofrequency emitter integrated into a gelatin capsule containing PrEP, which transmits data to a wearable Reader following ingestion, thereby enabling direct, real-time adherence measurement. This study evaluated the feasibility, acceptability, and accuracy of a DPS to measure PrEP adherence. METHODS A 90-day, single-arm, open-label, pilot demonstration trial was conducted with adult, cisgender, HIV-negative MSM on PrEP with nonalcohol substance use. Feasibility was measured via DPS engagement and timeline followback. Acceptability was assessed via qualitative user experience interviews. Accuracy was evaluated via DPS performance metrics, pill counts, and DBS to quantify tenofovir diphosphate. RESULTS Sixteen MSM enrolled (median age, 32 years), and 15 completed the study. Engagement remained stable over time. Emergent nonadherence patterns included intercurrent substance use. The DPS was largely acceptable based on interviews; the predominant barrier to use was the Reader. DPS-recorded ingestions totaled 1099, including 83.9% were detected by Reader and 16.1% were reported manually. The DPS recorded 92.2% of 1192 total expected ingestions per pill counts. Point-biserial correlation (R = 0.58; 95% CI: 0.21 to 0.80; P = 0.047) and Pearson correlation (month 1: R = 0.85; 95% CI: 0.57 to 0.95; P = 0.0002; month 3: R = 0.75; 95% CI: 0.17 to 0.94; P = 0.0197) showed strong correlations between DPS-recorded adherence and tenofovir diphosphate in dried blood spots. CONCLUSION DPS are a feasible, acceptable, and accurate method of measuring PrEP adherence in MSM with substance use. Future investigations should incorporate DPS into behavioral interventions targeting nonadherence.
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Affiliation(s)
- Peter R. Chai
- Division of Medical Toxicology, Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA
- The Fenway Institute, Fenway Health, Boston, MA
- The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, Cambridge, MA
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA
| | | | | | - Georgia R. Goodman
- The Fenway Institute, Fenway Health, Boston, MA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | | | - Jose Castillo-Mancilla
- Division of Infectious Diseases, School of Medicine, University of Colorado-AMC, Aurora, CO
| | | | | | - Matthew C. Sullivan
- The Fenway Institute, Fenway Health, Boston, MA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
| | - Luis M. Pereira
- Department of Anesthesiology, Boston Children's Hospital, Boston, MA
| | | | | | - Kenneth H. Mayer
- The Fenway Institute, Fenway Health, Boston, MA
- Department of Medicine, Beth Israel Deaconess Medical Center/Harvard Medical, Boston, MA
| | - Rochelle K. Rosen
- Center for Behavioral and Preventive Medicine, The Miriam Hospital, Providence, RI; and
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI
| | - Edward W. Boyer
- Division of Medical Toxicology, Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA
- The Fenway Institute, Fenway Health, Boston, MA
| | - Conall O'Cleirigh
- Division of Medical Toxicology, Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA
- Department of Psychiatry, Massachusetts General Hospital, Boston, MA
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