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| Name | Class |
|---|---|
| Mayo Clinic | OTHER |
| Northwestern Memorial Hospital | OTHER |
| University of Illinois at Chicago | OTHER |
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The investigators will evaluate a technology-enabled strategy designed to promote medication adherence, routinely monitor regimen use, and mobilize appropriate transplant center resources to respond early to kidney transplant recipients demonstrating inadequate adherence.
The investigators will evaluate a technology-enabled strategy designed to promote medication adherence, routinely monitor regimen use, and mobilize appropriate transplant center resources to respond early to kidney transplant recipients demonstrating inadequate adherence.
Among patients receiving a kidney transplant (KT), the 5-year risk of organ (graft) failure is high; 30% for deceased donor and 27% for living donor recipients. Medication non-adherence is a leading root cause of graft failure, and KT recipients have the highest reported rate of poor adherence (~35%) among all organ transplant recipients. Despite many attempts, there have been few successful interventions evaluated to date that have significantly improved KT recipients' regimen adherence and subsequent health outcomes over time.
There are many reasons why individuals may not take medication regimens as prescribed, including but not limited to: forgetfulness, misunderstanding, regimen complexity, side effects, health issues, social support, motivation and cost. Therefore no single solution can address all patients. A healthcare team must understand the precise nature of a patient's adherence barriers in order to properly respond. Yet medication adherence is not clinically assessed as part of routine post-transplant care, and prior studies have found that medical staff cannot readily identify poor adherence among patients, let alone the reasons why. Using evidence from the research team's extensive previous studies in other chronic disease contexts, the investigators will implement and comprehensively test a potentially low cost, 'low touch', thus highly scalable intervention: the Transplant regimen Adherence for Kidney recipients by Engaging Information Technologies (TAKE IT) strategy.
The TAKE IT strategy leverages a transplant center's electronic health record and a web-based patient portal, as well as mobile technology to: 1) educate patients on their prescribed Rx regimens, 2) help them organize their daily regimen schedule in the most efficient manner, 3) remind them via Short Message Service (SMS) text when to take their medicine, 4) routinely monitor regimen use, and 5) provide care alerts to engage appropriate transplant center clinical staff (e.g. nurse coordinator, pharmacist, social worker) when medication concerns are detected. All components of the TAKE IT strategy have been developed with prior NIH support, refined with 'user' input (patient, family, clinic staff), and their efficacy tested in non-transplant settings.
The research team's primary aim and hypotheses (H) are to:
Aim 1 Test the effectiveness of the TAKE IT strategy, compared to usual care, to improve KT recipients':
H1 treatment knowledge (indications, potential side effects, demonstrated proper use) H2 medication use (regimen adherence via self-report, pill count, pharmacy records, tacrolimus levels) H3 transplant-specific outcomes (Δ estimated glomerular filtration rate (eGFR), quality of life, re-hospitalization) H4 chronic disease outcomes (blood pressure, HbA1c) They will conduct a 2-arm, patient-randomized controlled trial at two large, diverse transplant centers (Northwestern University; Mayo Clinic). 300 KT recipients within 3 months of transplant ('de novo') and 400 'established' patients between 18 months and 3 years post-KT will be recruited and followed for 2 years (N=700 patients; n=350 per site and n=175 per study arm within each site). In-person interviews will be conducted at baseline, 6, 12, 18 and 24 months. To determine proximal effects of the TAKE IT strategy, a telephone interview will also be administered 6 weeks post-baseline. Electronic health and pharmacy records will be ascertained to capture medication adherence and clinical outcomes.
The secondary aims are to:
Aim 2 Examine the persistence of any effects of the TAKE IT strategy on outcomes over 2 years among new and established KT recipients.
Aim 3 Evaluate the fidelity of each component of the TAKE IT strategy over time, and investigate any patient, provider, or transplant center barriers to implementation.
Aim 4 Determine the costs of delivering the TAKE IT strategy from a transplant center perspective.
Additionally, the investigators will closely evaluate the implementation of all components of the TAKE IT strategy from launch through 2 years follow-up (Aim 2). Their evaluation will include a range of process outcomes to assess the intervention's reliability and sustainability. These findings will determine whether any specific modifications to the TAKE IT strategy are necessary (Aim 3). Finally, the team will estimate the incremental costs of implementing and sustaining the TAKE IT strategy from the perspective of two transplant centers (Aim 4).
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Usual Care | No Intervention | Patients in this group will receive the usual standard of care. | |
| Intervention | Experimental | Patients in this group will receive the TAKE IT strategy components. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| TAKE IT Strategy | Behavioral | The TAKE IT Strategy includes:
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| Measure | Description | Time Frame |
|---|---|---|
| Rx Pill Count | An in-person pill count using established guidelines will be conducted. When in-person interviews are not possible, pill count will be done over the phone. Adherence will be assessed within drugs. The proportion of pills taken/pills prescribed will be calculated per medication. Patients will be considered non-adherent for a medication if this score is <=80% and adherent if pills taken/pill prescribed>80% (0=non-adherent, 1=adherent). | 1 year - 1.5 years |
| Measure | Description | Time Frame |
|---|---|---|
| Correct Medication Dosing Over Past 24 Hours (24 Hour Recall) | Patients are asked to self-report 1) proper dose (# pills), 2) spacing (hours between doses), 3) frequency (times per day), and 4) total pills/day for each prescribed medication over the last 24 hours. Responses are coded as correct or incorrect. Patients will be scored 'yes' if they have demonstrated proper use by correctly reporting all components of the medicine. |
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Inclusion Criteria:
Exclusion Criteria:
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Mayo Clinic, Arizona | Scottsdale | Arizona | 85054 | United States | ||
| Northwestern University |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 36094829 | Derived | Mellon L, Doyle F, Hickey A, Ward KD, de Freitas DG, McCormick PA, O'Connell O, Conlon P. Interventions for increasing immunosuppressant medication adherence in solid organ transplant recipients. Cochrane Database Syst Rev. 2022 Sep 12;9(9):CD012854. doi: 10.1002/14651858.CD012854.pub2. | |
| 35511225 | Derived | Yoon ES, Hur S, Curtis LM, Wynia AH, Zheng P, Nair SS, Bailey SC, Serper M, Reese PP, Ladner DP, Wolf MS. A Multifaceted Intervention to Improve Medication Adherence in Kidney Transplant Recipients: An Exploratory Analysis of the Fidelity of the TAKE IT Trial. JMIR Form Res. 2022 May 5;6(5):e27277. doi: 10.2196/27277. |
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| ID | Title | Description |
|---|---|---|
| FG000 | Usual Care | Patients in this group will receive the usual standard of care. |
| FG001 | Intervention | Patients in this group will receive the Transplant regimen Adherence for Kidney recipients by Engaging Information Technologies (TAKE IT) strategy components. TAKE IT Strategy: The TAKE IT Strategy includes:
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| Title | Milestones | Reasons Not Completed | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline |
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| 6 Week Follow up |
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| 6 Month Follow up |
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| 12 Month Follow up |
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| 18 Month Follow up |
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| 24 Month Follow up |
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| ID | Title | Description |
|---|---|---|
| BG000 | Usual Care | Patients in this group will receive the usual standard of care. |
| BG001 | Intervention | Patients in this group will receive the TAKE IT strategy components. TAKE IT Strategy: The TAKE IT Strategy includes:
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| Units | Counts |
|---|---|
| Participants |
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| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Categorical | Count of Participants |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Rx Pill Count | An in-person pill count using established guidelines will be conducted. When in-person interviews are not possible, pill count will be done over the phone. Adherence will be assessed within drugs. The proportion of pills taken/pills prescribed will be calculated per medication. Patients will be considered non-adherent for a medication if this score is <=80% and adherent if pills taken/pill prescribed>80% (0=non-adherent, 1=adherent). | Analyses included a pill count collected at 1 year or at 1.5 years if a pill count was not collected at 1 year. Observations were excluded if: 1.Medications were not in pill form; 2.Participants couldn't provide accurate quantities on their bottles; 3.Missing Fill or Start Dates, 4.Participants started their medications that day; 5. Pro re nata (PRN) Medications. | Posted | Least Squares Mean | 95% Confidence Interval | Probability of adherence (1/0) | 1 year - 1.5 years | Medications | Medications |
|
24 months
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | Usual Care | Patients in this group will receive the usual standard of care. | 6 |
| Term | Organ System | Source Vocabulary | Assessment Type | Notes | Statistical Information |
|---|---|---|---|---|---|
| Graft Loss After Kidney Transplantation | Renal and urinary disorders | Non-systematic Assessment |
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Sponsor requested to end enrollment early to focus on retention, with a final sample of 449 participants (700 planned). Therefore were not adequately powered. Due to the Coronavirus disease 2019 (COVID-19) pandemic, in-person interviews became remote resulting in pill count being captured over video or phone instead of an automated pill counter. Many subjects did not bring their medications at baseline as requested, so we were not able to adjust for baseline pill-count adherence as planned.
| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Dr. Michael Wolf | Northwestern University | 312-503-5592 | mswolf@northwestern.edu |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot_SAP | Yes | Yes | No | Study Protocol and Statistical Analysis Plan | Mar 8, 2020 | Feb 28, 2023 | Prot_SAP_001.pdf |
| ICF | No | No | Yes | Informed Consent Form | Dec 10, 2019 | Feb 19, 2020 | ICF_000.pdf |
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Participants will be randomized to one of two arms: TAKE IT strategy or usual care.
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We will blind: 1) research interviewers involved with outcomes assessment, 2) personnel involved in statistical analyses (Dr. Kwasny, Ms. Patel), 3) principal investigators (Wolf, Ladner). Site project managers will have access to study arm assignments to initiate TAKE IT components to those randomized to receive them.
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| 1 year |
| Ask-12 | The Ask-12 is a self-report scale that assesses general medication attitudes and beliefs. The scale consists of 12 items across three domains (inconvenience/forgetfulness, treatment beliefs, and behaviors), with responses ranging from "Strongly Disagree" to "Strongly Agree". Score can range from 12-60 with higher scores representing greater barriers to adherence. | 1 year |
| Change in Estimated Glomerular Filtration Rate (eGFR), ml/Min/1.73m^2 | Change in eGFR (estimated glomerular filtration rate), ml/min/1.73m^2 over 2 years. Values were not adjusted for race. | Value at 2 years minus value at baseline |
| Re-hospitalization | Acute care hospitalizations post transplant. Hospitalizations were self-reported at the 24 month interview and counted if they occurred after the baseline interview. | 2 years |
| Chicago |
| Illinois |
| 60611 |
| United States |
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| BG002 | Total | Total of all reporting groups |
| Participants |
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| Age, Continuous | Mean | Standard Deviation | years |
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| Sex: Female, Male | Count of Participants | Participants |
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| Ethnicity (NIH/OMB) | Count of Participants | Participants |
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| Race (NIH/OMB) | Count of Participants | Participants |
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| Recruitment Site | Count of Participants | Participants |
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| Time Since Transplant | Mean | Standard Deviation | month |
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Patients in this group will receive the usual standard of care. |
| OG001 | Intervention | Patients in this group will receive the TAKE IT strategy components. TAKE IT Strategy: The TAKE IT Strategy includes:
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| Secondary | Correct Medication Dosing Over Past 24 Hours (24 Hour Recall) | Patients are asked to self-report 1) proper dose (# pills), 2) spacing (hours between doses), 3) frequency (times per day), and 4) total pills/day for each prescribed medication over the last 24 hours. Responses are coded as correct or incorrect. Patients will be scored 'yes' if they have demonstrated proper use by correctly reporting all components of the medicine. | Observations were excluded if participants did not complete the 24-hour recall questions. | Posted | Least Squares Mean | 95% Confidence Interval | Probability of Adherence (1/0) | 1 year | Medications | Medications |
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| Secondary | Ask-12 | The Ask-12 is a self-report scale that assesses general medication attitudes and beliefs. The scale consists of 12 items across three domains (inconvenience/forgetfulness, treatment beliefs, and behaviors), with responses ranging from "Strongly Disagree" to "Strongly Agree". Score can range from 12-60 with higher scores representing greater barriers to adherence. | We discovered the wrong timepoint was used in the original analysis. Results were updated in March 2024. | Posted | Least Squares Mean | 95% Confidence Interval | score on a scale (12-60) | 1 year |
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| Secondary | Change in Estimated Glomerular Filtration Rate (eGFR), ml/Min/1.73m^2 | Change in eGFR (estimated glomerular filtration rate), ml/min/1.73m^2 over 2 years. Values were not adjusted for race. | Participants were analyzed if we were able to retrieve a baseline and 2 year eGFR value from the chart to calculate change. Results were updated in March 2024 after receiving additional data from Mayo Clinic. | Posted | Least Squares Mean | 95% Confidence Interval | ml/min/1.73m^2 | Value at 2 years minus value at baseline |
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| Secondary | Re-hospitalization | Acute care hospitalizations post transplant. Hospitalizations were self-reported at the 24 month interview and counted if they occurred after the baseline interview. | Participants were included if they completed the hospitalization items. | Posted | Least Squares Mean | 95% Confidence Interval | probability of re-hospitalization | 2 years |
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| 225 |
| 3 |
| 225 |
| 0 |
| 225 |
| EG001 | Intervention | Patients in this group will receive the TAKE IT strategy components. TAKE IT Strategy: The TAKE IT Strategy includes:
| 6 | 224 | 1 | 224 | 0 | 224 |
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