Related Experiment Video
Updated: Jul 16, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
An Interactive Virtual Nephrologist to Engage Patients With Advanced CKD About Transplantation
Peter P Reese1, Danish Tamboli2, Vishnu Potluri3
1Vanderbilt Center for Transplant Science, Vanderbilt University Medical Center, Nashville, Tennessee.
Rationale & Objective:
Despite advantages in survival and quality of life with kidney transplantation (KT) compared with other treatments for kidney failure requiring dialysis, many patients do not receive sufficient information about KT or have concerns about it. New artificial intelligence capabilities enable the creation of virtual agents to supplement human efforts to engage patients in regard to treatment options.
Study Design:
Single-arm, open-label trial with the primary outcome assessed before and after intervention.
Setting & Participants:
Adults (age ≥18 and <75 years) with estimated glomerular filtration rate <25 mL/min/1.73 m2 in a large health system.
Interventions:
Our group developed the "virtual transplant nephrologist," an interactive, video-based platform to provide personalized education about KT. Meetings could occur at any time from a smartphone with a weblink. Participants first selected the demographic profile of their virtual nephrologist. Participants then self-tailored the encounter, choosing among 11 topics, pausing, changing the topic, and requesting more information.
Outcome:
The primary outcome was the difference in participants' intentions to speak to their doctor about KT before versus after the intervention, assessed on a 5-point Likert-like scale.
Results:
Participants had a median age of 66 years; 59% were female, and 50% were Black. Female and Black participants exhibited preferences to select a gender- (P < 0.001) or race- (P < 0.001) concordant virtual nephrologist, respectively. Participants spent a median 12.6 minutes reviewing a median of 11 topics in the encounter. The primary outcome of intention to speak to a clinician about KT increased significantly after the virtual encounter (mean increase, 0.30; P < 0.001).
Limitations:
The clinical significance of the outcome is uncertain.
Conclusions:
Virtual clinicians offer a promising path to education and engagement in regard to complex treatments such as KT. This customizable approach to providing high-quality information about KT using a virtual clinician warrants more definitive testing in a randomized trial.
Funding:
Grant from a nonprofit entity (Leonard Davis Institute at the University of Pennsylvania, supported by a gift from Monogram Health).
Trial Registration:
Registered at Clinicaltrials.gov with study number NCT06841016.
Plain-Language Summary:
Many patients with kidney failure requiring dialysis never learn about kidney transplantation or pursue this treatment. This study used artificial intelligence and high-quality information about kidney transplantation to create the "virtual nephrologist," a series of videos that simulate a meeting with a doctor who teaches about transplantation. The study team then tested whether a meeting with the virtual nephrologist increased patients' intentions to speak to their physicians about transplantation. The virtual nephrologist could be accessed on a smartphone or computer at any time and used simple language. Patients chose from 4 nephrologists with different backgrounds and went through topics including the waiting list and finding a transplant center. Participants reported that they were more likely to talk to their doctors about transplantation after using the virtual nephrologist, highlighting a need for more research on applying new technologies like this virtual nephrologist to engage patients about important health topics.
Insights
A virtual transplant nephrologist significantly increased patients' intention to discuss kidney transplantation (KT). This AI-powered tool offers personalized education, showing promise for improving patient engagement with complex medical options.
Area of Science:
- Artificial Intelligence in Healthcare
- Nephrology and Transplant Medicine
- Patient Education Technology
Background:
- Kidney transplantation (KT) offers superior survival and quality of life compared to dialysis for kidney failure.
- Many patients lack adequate information or harbor concerns regarding KT, hindering treatment decisions.
- Artificial intelligence (AI) presents opportunities to enhance patient education and engagement with complex medical treatments.
Purpose of the Study:
- To evaluate the effectiveness of a virtual transplant nephrologist in improving patient intentions to discuss kidney transplantation.
- To assess patient engagement with a personalized, interactive AI-driven educational platform about kidney transplantation.
Main Methods:
- A single-arm, open-label trial involving adult patients with advanced kidney disease (eGFR <25 mL/min/1.73 m²).
- Development of an interactive, video-based virtual transplant nephrologist platform allowing personalized education and topic selection.
- Primary outcome measured by the change in participants' intention to speak with a human clinician about KT pre- and post-intervention using a 5-point Likert-like scale.
Main Results:
- Participants (median age 66, 59% female, 50% Black) showed preferences for demographic-concordant virtual nephrologists.
- Patients engaged with the platform for a median of 12.6 minutes, reviewing a median of 11 topics.
- A significant increase in the intention to discuss KT with a human clinician was observed post-intervention (mean increase 0.30; p<0.001).
Conclusions:
- Virtual clinicians, like the developed virtual transplant nephrologist, represent a promising approach for patient education and engagement regarding complex treatments such as KT.
- The customizable, AI-driven platform effectively increased patient intention to seek further information about kidney transplantation.
- Further validation through a randomized controlled trial is warranted to confirm the clinical significance and broader applicability of this virtual clinician approach.
Related Concept Videos
Kidney Transplant I: Introduction
Kidney Transplant III: Nursing Management
Kidney Transplant II: Surgical Procedure
Chronic Kidney Disease III: Interprofessional Care
Chronic Kidney Disease I: Introduction
Chronic Kidney Disease IV: Nursing Management

