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Agreement between risk and priority for heart transplant: Effects of the geographic allocation rule and status
Todd F Dardas1, Minkyu Kim2, Aasthaa Bansal2
1Division of Cardiology, Department of Internal Medicine, University of Washington, Seattle, Washington.
Insights
The current heart transplant allocation algorithm shows mild correlation between candidate status and priority, with geographic rules causing most of the discordance. This impacts the prioritization of the sickest patients.
Area of Science:
- Cardiology
- Transplantation Medicine
- Health Policy
Background:
- Donor heart allocation in the U.S. uses an algorithm based on status, wait time, and geography.
- The current United Network for Organ Sharing (UNOS) policies' ability to prioritize the highest acuity candidates is not well understood.
Purpose of the Study:
- To evaluate the effectiveness of the current heart allocation algorithm in prioritizing the highest acuity candidates.
- To determine the correlation between candidate status/risk and their priority in the allocation process.
Main Methods:
- Analysis of 32,866 adult heart match runs from 2007-2014.
- Comparison of candidate sequence number with mortality risk using Kendall's tau-b rank correlation.
- Evaluation of mortality risk based on status designation and status justification.
Main Results:
- Mild correlation (tau-b=0.57 for status-based, 0.51 for justification-based) was found between candidate status and priority.
- Discordance was particularly evident when considering more detailed risk factors or excluding lower-acuity candidates.
- Geographic allocation rules were identified as a major contributor to the observed discordance.
Conclusions:
- The current heart allocation algorithm demonstrates only mild correlation between candidate status and transplant priority.
- Concordance decreases significantly when detailed risk factors are considered, suggesting limitations in prioritizing the sickest patients.
- Geographic allocation policies are a primary driver of discordance in the current system.
Background:
Allocation of donor hearts in the United States is accomplished by an algorithm based on status, time waited, and geographic boundaries. Although not designed to always transplant the highest acuity candidates, the ability of current United Network for Organ Sharing policies to prioritize highest acuity candidates is unknown.
Methods:
We analyzed 32,866 adult match runs generated from 2007 to 2014. Each candidate's sequence number within a match run was compared with the candidate's risk of mortality using Kendall's tau-b-a measure of rank correlation. Two primary methods of evaluating risk of mortality were used: status designation-based risk (i.e., status 1A risk > status 1B > status 2) and status justification-based risk (e.g., status 1A justified by presence of a complication).
Results:
Median sequence number for transplanted candidates was 3 (interquartile range [IQR]: 1, 9). Median correlation among match runs for status-based risk was 0.57 (IQR: 0.47, 0.66) and for justification-based risk was 0.51 (IQR: 0.39, 0.60). Sensitivity to status 2 candidates was evident when status 2 candidates were removed from the sample (status-based tau-b = 0.31, justification-based tau-b = 0.1) and with restriction of the data set to only the first 20 candidates (status-based tau-b = 0.35, justification-based tau-b = 0.15).
Conclusions:
There is only mild correlation between status and priority under the current allocation algorithm and poor concordance when more detailed risks are considered. The geographic allocation rule is responsible for most of the measured discordance.
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