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Development and Validation of a Hypertension Risk Calculator for Living Kidney Donors
Erika S Helgeson1, Shruti Vempati1, Elise F Palzer1
1Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN.
Insights
Kidney donor candidates can now assess long-term hypertension risk with a new validated calculator. This tool aids informed consent by projecting postdonation high blood pressure likelihood.
Area of Science:
- Nephrology
- Cardiovascular Medicine
- Medical Informatics
Background:
- Kidney donor candidates require comprehensive understanding of long-term health risks, including postdonation hypertension.
- Accurate risk prediction is crucial for informed consent in living kidney donation.
Purpose of the Study:
- To develop and validate a predictive calculator for postdonation hypertension in kidney donors.
- To improve the informed consent process by providing personalized long-term risk assessments.
Main Methods:
- Utilized single-center data from 4055 kidney donors for calculator development.
- Validated the calculator using an external cohort of 1189 kidney donors.
- Employed Cox proportional hazards and random survival forest models, comparing accuracy with concordance-index and net reclassification improvement.
Main Results:
- Developed a Cox proportional hazards model incorporating age, sex, race, eGFR, blood pressure, BMI, glucose, smoking, family history, recipient relationship, and hyperlipidemia.
- The model achieved a concordance-index of 0.72 in the development cohort and 0.82 in the validation cohort.
- Postdonation hypertension occurred in 34% of the development cohort and 29% of the validation cohort at long-term follow-up.
Conclusions:
- A validated postdonation hypertension calculator is now available for kidney donor candidates.
- This tool enhances the informed consent process by offering long-term hypertension risk projections.
- Facilitates shared decision-making between donors, families, and healthcare teams.
Background:
Ideally, when deciding whether to donate, kidney donor candidates would understand their long-term risks. Using single-center data (N = 4055; median [quartiles] follow-up: 18 [9-28] y), we developed a calculator for postdonation hypertension and validated it using long-term data from an external single-center cohort (N = 1189, median [quartiles] follow-up: 9 [5-17] y).
Methods:
Risk factors considered were routinely obtained at evaluation from donor candidates. Two modeling approaches were evaluated: Cox proportional hazards and random survival forest models. Cross-validation prediction error and Harrell's concordance-index were used to compare accuracy for model development. Top-performing models were assessed in the validation cohort using the concordance-index and net reclassification improvement.
Results:
In the development cohort, 34% reported hypertension at a median (quartiles) of 16 (8-24) y postdonation; and in the validation cohort, 29% reported hypertension after 17 (10-22) y postdonation. The most accurate model was a Cox proportional hazards model with age, sex, race, estimated glomerular filtration rate, systolic and diastolic blood pressure, body mass index, glucose, smoking history, family history of hypertension, relationship with recipient, and hyperlipidemia (concordance-index, 0.72 in the development cohort and 0.82 in the validation cohort).
Conclusions:
A postdonation hypertension calculator was developed and validated; it provides kidney donor candidates, their family, and care team a long-term projection of hypertension risk that can be incorporated into the informed consent process.
Related Concept Videos
Kidney Transplant I: Introduction
Kidney Transplant II: Surgical Procedure
Hypertension and Regulation of Blood Pressure
Pre-Procedural Guidelines for Assessing Blood Pressure
Chronic Kidney Disease I: Introduction
Acute Kidney Injury IV: Diagnostic Studies and Prevention

