Adherence, Medication, HIV/AIDS, Substance Use Disorders
Conditions
Keywords
PrEP, Substance Use Disorder, Digital Pills, Medication Adherence
Brief summary
This study deploys a novel digital pill with Emtricitabine/Tenofovir (TDF/FTC) among MSM with substance use to monitor PrEP adherence. The investigators will enroll N=15 HIV uninfected MSM with self reported substance use who are on PrEP or initiating PrEP to use digital pills over encapsulating TDF/FTC for 3 months. The investigators will assess the feasibility of using digital pills in this study population as well as understand the acceptability of digital pills for adherence measurement using semi-structured individual interviews. Additionally, the investigators will measure adherence over time, as well as episodes of suboptimal PrEP adherence.
Detailed description
Eligible study participants will be screened and enrolled at Fenway Health (Boston, MA). Participants will complete a quantitative assessment on their history fo substance use, sexual risk and PrEP adherence, and be trained to use the digital pill for 90 days and instructed to take PrEP daily during the course of the study. Participants will return each month for a study visit to assess their use of the technology. At study visit 1 and 3, we will obtain dried blood spots (DBS) to measure drug levels and to confirm adherence detected by the digital pill. The investigators will also obtain drugs of abuse screens from DBS. At the final study visit (3 months), participants will undergo a semi-structured qualitative interview to understand the user response to digital pills.
Interventions
Digital pills over encapsulating Truvada
Truvada prescribed with digital pills for PrEP
Sponsors
Study design
Intervention model description
Single group pilot demonstration project
Eligibility
Inclusion criteria
1. MSM (cisgender male) 2. Self-reported use of non-alcohol substances of abuse in past 6 months 3. Currently taking PrEP 4. Has qualifying laboratory tests (Cr, hepatitis B immunization, STI testing and syphilis) 5. Age 18 or older
Exclusion criteria
1. Does not speak English 2. HIV positive 3. Identifies as transgender 4. Estimated creatinine clearance \<60ml/min 5. Active hepatitis B treatment 6. Does not own a smartphone 7. Taking proton pump inhibitors 8. History of Crohn's disease or ulcerative colitis 9. History of bowel surgery, gastric bypass, bowel stricture 10. History of GI malignancy or radiation to abdomen 11. Unable/unwilling to ingest digital pill
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Feasibility of Digital Pills to Measure PrEP Adherence | Months 1, 2, and 3 | Participants' engagement with the digital pill system (DPS) was measured over the 90-day study period. The percentages for the total expected ingestions recorded by DPS each month were compared. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Digital Pill Performance - System Accuracy | Months 1, 2, and 3 | Accuracy of the digital pill system (DPS) in measuring PrEP adherence. To analyze the performance of the DPS, the ground truth of PrEP ingestion events was defined as the pill counts obtained each month (i.e., the number of unused pills returned, subtracted from the number of pills previously dispensed). The number of DPS-recorded ingestions - which included the number of both Reader-detected and manually-reported ingestions - was compared with the aggregate pill count at each monthly timepoint; this was defined as the overall performance metric for the DPS. Cumulative data collected at months 1, 2, and 3 are reported in the data table below. |
| Digital Pill Performance - Manually Reported Ingestions | Months 1, 2, and 3 | The total number of manually reported ingestions was collected. The percentages for instances of manually reported ingestions were calculated. The two instances for manually recording ingestions included, a lack of engagement with the Reader or failure to use the Reader properly, and when reported ingestion was not detected by the Reader despite supporting use metrics indicating proper Reader use. Cumulative data collected at months 1, 2, and 3 are reported in the data table below. |
| Digital Pill Performance - Number of Recorded Ingestions | Months 1, 2, and 3 | The total number recorded ingestions recorded by the digital pill system (DPS) - which included both the number of Reader-detected and manually-reported ingestions - was collected. The Reader-detected ingestions count was used to reflect the number of times the DPS was operated correctly. Successful DPS operation was defined as ingestion of a digital pill, proper use of the wearable Reader, and confirmation of the ingestion on both the Reader and the app. Cumulative data collected at months 1, 2, and 3 are reported in the data table below. |
| Dried Blood Spot Correlation With Digital Pill Adherence | Months 1 and 3 | We dichotomized TFV-DP levels using a cutoff of ≥700 fmol/punch to indicate at least four doses of PrEP ingested per week. Using TFV-DP in DBS \<700 vs ≥700 fmol/punch as a dichotomous variable, and considering the granular continuous adherence data from the digital pill, we then calculated a point biserial correlation between TFV-DP in DBS and digital pill adherence. Additionally, drug concentrations of tenofovir diphosphate as measured in dried blood spot collection at months one and three were compared to DPS-recorded PrEP adherence. |
| Digital Pill Performance - Successful Operation of System | Months 1, 2, and 3 | The total number of instances in which ingestions were successfully detected by the Reader (i.e., the radio frequency emitter was activated, and the ingestion was recorded by the DPS) was collected. The total number of instances in which manually reported ingestions were not detected by the Reader, despite supporting use metrics (e.g., accelerometer data) indicating proper Reader use was also collected. These counts were combined and interpreted as the number of times that the DPS was operated correctly. Cumulative data collected at months 1, 2, and 3 are reported in the data table below. |
Other
| Measure | Time frame | Description |
|---|---|---|
| Number of Participants That Completed Qualitative Interview to Evaluate Acceptability of Digital Pills | Month 3 | Acceptability was assessed via individual, semi-structured, qualitative exit interviews conducted at the end of the 90-day study period. The qualitative interview guide was grounded in the Technology Acceptance Model. Questions explored participants' experiences using the digital pill system (DPS), including facilitators and barriers to use, engagement with the technology, and willingness to use the DPS long-term. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Digital Pills Digital Pills containing Truvada ingested once daily as PrEP
Digital pill: Digital pills over encapsulating Truvada
Truvada: Truvada prescribed with digital pills for PrEP | 15 |
| Total | 15 |
Withdrawals & dropouts
| Period | Reason | FG000 |
|---|---|---|
| Overall Study | Lost to Follow-up | 1 |
Baseline characteristics
| Characteristic | Digital Pills |
|---|---|
| Age, Continuous | 32 years |
| Education College degree | 7 Participants |
| Education Graduate degree/professional | 6 Participants |
| Education Some college | 2 Participants |
| Ethnicity (NIH/OMB) Hispanic or Latino | 4 Participants |
| Ethnicity (NIH/OMB) Not Hispanic or Latino | 11 Participants |
| Ethnicity (NIH/OMB) Unknown or Not Reported | 0 Participants |
| Nonadherent to PrEP in prior 2 weeks (self-report) No | 11 Participants |
| Nonadherent to PrEP in prior 2 weeks (self-report) Yes | 3 Participants |
| Prescribed PrEP No | 1 Participants |
| Prescribed PrEP Yes | 14 Participants |
| Race/Ethnicity, Customized Race Asian | 1 Participants |
| Race/Ethnicity, Customized Race Black / African American | 1 Participants |
| Race/Ethnicity, Customized Race More than one race | 2 Participants |
| Race/Ethnicity, Customized Race Other | 1 Participants |
| Race/Ethnicity, Customized Race White | 10 Participants |
| Region of Enrollment United States | 15 Participants |
| Reported substance use Alcohol | 14 Participants |
| Reported substance use Hallucinogens | 4 Participants |
| Reported substance use Marijuana | 10 Participants |
| Reported substance use Other (poppers, amyl nitrate) | 7 Participants |
| Reported substance use Stimulants | 7 Participants |
| Sex: Female, Male Female | 0 Participants |
| Sex: Female, Male Male | 15 Participants |
| Sexual Orientation Bisexual | 2 Participants |
| Sexual Orientation Homosexual or gay | 13 Participants |
| STI in prior 12 month No | 5 Participants |
| STI in prior 12 month Yes | 10 Participants |
Adverse events
| Event type | EG000 affected / at risk |
|---|---|
| deaths Total, all-cause mortality | 0 / 15 |
| other Total, other adverse events | 0 / 15 |
| serious Total, serious adverse events | 0 / 15 |
Outcome results
Feasibility of Digital Pills to Measure PrEP Adherence
Participants' engagement with the digital pill system (DPS) was measured over the 90-day study period. The percentages for the total expected ingestions recorded by DPS each month were compared.
Time frame: Months 1, 2, and 3
Population: One participant was temporarily lost to follow-up, so they were excluded from analysis.~In Month 1, the total number of DPS-recorded ingestion events (411) exceeded the total expected ingestion events from pill counts (402), as a result of one participant returning nine more unused pills than anticipated at the end of the month. The total expected ingestions for Month 1 is listed as 411 in the table below for clarity.
| Arm | Measure | Group | Value (COUNT_OF_UNITS) |
|---|---|---|---|
| Digital Pills | Feasibility of Digital Pills to Measure PrEP Adherence | Month 1: Total ingestions recorded by DPS | 411 Expected ingestions per pill counts |
| Digital Pills | Feasibility of Digital Pills to Measure PrEP Adherence | Month 2: Total ingestions recorded by DPS | 368 Expected ingestions per pill counts |
| Digital Pills | Feasibility of Digital Pills to Measure PrEP Adherence | Month 3: Total ingestions recorded by DPS | 320 Expected ingestions per pill counts |
Digital Pill Performance - Manually Reported Ingestions
The total number of manually reported ingestions was collected. The percentages for instances of manually reported ingestions were calculated. The two instances for manually recording ingestions included, a lack of engagement with the Reader or failure to use the Reader properly, and when reported ingestion was not detected by the Reader despite supporting use metrics indicating proper Reader use. Cumulative data collected at months 1, 2, and 3 are reported in the data table below.
Time frame: Months 1, 2, and 3
Population: One participant was temporarily lost to follow-up.
| Arm | Measure | Category | Value (COUNT_OF_UNITS) |
|---|---|---|---|
| Digital Pills | Digital Pill Performance - Manually Reported Ingestions | Lack of engagement with the Reader or failure to use Reader properly | 158 Manually-reported ingestions |
| Digital Pills | Digital Pill Performance - Manually Reported Ingestions | Instances where reported ingestion was not detected by the Reader despite proper Reader use | 19 Manually-reported ingestions |
Digital Pill Performance - Number of Recorded Ingestions
The total number recorded ingestions recorded by the digital pill system (DPS) - which included both the number of Reader-detected and manually-reported ingestions - was collected. The Reader-detected ingestions count was used to reflect the number of times the DPS was operated correctly. Successful DPS operation was defined as ingestion of a digital pill, proper use of the wearable Reader, and confirmation of the ingestion on both the Reader and the app. Cumulative data collected at months 1, 2, and 3 are reported in the data table below.
Time frame: Months 1, 2, and 3
Population: One participant was temporarily lost to follow-up.
| Arm | Measure | Group | Value (COUNT_OF_UNITS) |
|---|---|---|---|
| Digital Pills | Digital Pill Performance - Number of Recorded Ingestions | Reader-detected ingestions | 922 Recorded ingestions |
| Digital Pills | Digital Pill Performance - Number of Recorded Ingestions | Manually reported ingestions | 177 Recorded ingestions |
Digital Pill Performance - Successful Operation of System
The total number of instances in which ingestions were successfully detected by the Reader (i.e., the radio frequency emitter was activated, and the ingestion was recorded by the DPS) was collected. The total number of instances in which manually reported ingestions were not detected by the Reader, despite supporting use metrics (e.g., accelerometer data) indicating proper Reader use was also collected. These counts were combined and interpreted as the number of times that the DPS was operated correctly. Cumulative data collected at months 1, 2, and 3 are reported in the data table below.
Time frame: Months 1, 2, and 3
Population: One participant was temporarily lost to follow-up.
| Arm | Measure | Category | Value (COUNT_OF_UNITS) |
|---|---|---|---|
| Digital Pills | Digital Pill Performance - Successful Operation of System | Reader-detected digital pill ingestions that activated radio frequency emitter | 922 Ingestions successfully detected by DPS |
| Digital Pills | Digital Pill Performance - Successful Operation of System | Manually reported digital pill ingestions with supporting use metrics indicating proper Reader use | 19 Ingestions successfully detected by DPS |
Digital Pill Performance - System Accuracy
Accuracy of the digital pill system (DPS) in measuring PrEP adherence. To analyze the performance of the DPS, the ground truth of PrEP ingestion events was defined as the pill counts obtained each month (i.e., the number of unused pills returned, subtracted from the number of pills previously dispensed). The number of DPS-recorded ingestions - which included the number of both Reader-detected and manually-reported ingestions - was compared with the aggregate pill count at each monthly timepoint; this was defined as the overall performance metric for the DPS. Cumulative data collected at months 1, 2, and 3 are reported in the data table below.
Time frame: Months 1, 2, and 3
Population: One participant was temporarily lost to follow-up, so they were excluded from the analysis.
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Digital Pills | Digital Pill Performance - System Accuracy | 92 percentage of ingestions DPS recorded |
Dried Blood Spot Correlation With Digital Pill Adherence
We dichotomized TFV-DP levels using a cutoff of ≥700 fmol/punch to indicate at least four doses of PrEP ingested per week. Using TFV-DP in DBS \<700 vs ≥700 fmol/punch as a dichotomous variable, and considering the granular continuous adherence data from the digital pill, we then calculated a point biserial correlation between TFV-DP in DBS and digital pill adherence. Additionally, drug concentrations of tenofovir diphosphate as measured in dried blood spot collection at months one and three were compared to DPS-recorded PrEP adherence.
Time frame: Months 1 and 3
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| Digital Pills | Dried Blood Spot Correlation With Digital Pill Adherence | Point-biserial correlation | 0.58 correlation coefficient |
| Digital Pills | Dried Blood Spot Correlation With Digital Pill Adherence | Pearson's correlation for month one | 0.85 correlation coefficient |
| Digital Pills | Dried Blood Spot Correlation With Digital Pill Adherence | Pearson's correlation for month three | 0.75 correlation coefficient |
Number of Participants That Completed Qualitative Interview to Evaluate Acceptability of Digital Pills
Acceptability was assessed via individual, semi-structured, qualitative exit interviews conducted at the end of the 90-day study period. The qualitative interview guide was grounded in the Technology Acceptance Model. Questions explored participants' experiences using the digital pill system (DPS), including facilitators and barriers to use, engagement with the technology, and willingness to use the DPS long-term.
Time frame: Month 3
Population: Qualitative user experience data were collected via interviews from the 15 participants who completed the study.
| Arm | Measure | Value (COUNT_OF_PARTICIPANTS) |
|---|---|---|
| Digital Pills | Number of Participants That Completed Qualitative Interview to Evaluate Acceptability of Digital Pills | 15 Participants |