CT-measured Cortical Volume Ratio is an Alternative to Nuclear Medicine Split Scan Ratio Among Living Kidney Donors
J. Montgomery, C. Brown, A. Zondlak, K. Walsh, J. Kozlowski, A. Pinsky, E. Herriman, J. Sussman, Y. Lu, E. Stein, P. Shankar, R. Sung, K. Woodside
Michigan Medicine, Ann Arbor, MI
Meeting: 2021 American Transplant Congress
Abstract number: 373
Keywords: Donation, Glomerular filtration rate (GFR), Kidney, Outcome
Topic: Clinical Science » Organ Inclusive » Machine Learning, Artificial Intelligence and Social Media in Transplantation
Session Information
Session Name: Live Kidney Donation
Session Type: Rapid Fire Oral Abstract
Date: Tuesday, June 8, 2021
Session Time: 6:00pm-7:00pm
Presentation Time: 6:35pm-6:40pm
Location: Virtual
*Purpose: The 125I-iothalamate clearance and 99mTc-DTPA split scan nuclear medicine studies are used among living kidney donor candidates to determine mGFR and split-scan ratio (SSR). The CT-derived cortical-volume ratio (CVR) is a novel measurement of split-kidney function and can be combined with pre-donation eGFR or mGFR to predict post-donation kidney function. Whether pre-donation SSR predict post-donation kidney function better than pre-donation CVR and whether pre-donation mGFR provides additional information beyond pre-donation eGFR is unknown.
*Methods: We performed a single-center retrospective study of 204 patients who underwent kidney donation between 06/2015-03/2019. The primary outcome was 1-year post-donation eGFR. Model bases were created from a measure of pre-donation kidney function (mGFR or eGFR) multiplied by the proportion that each non-donated kidney contributed to pre-donation kidney function (SSR or CVR). Multivariable elastic net regression with 1,000 repetitions was used to determine the mean and 95%CI of R2, root mean square error (RMSE), and proportion overprediction ≥15 mL/min/1.73m2 between models.
*Results: In validation cohorts, eGFR-CVR models performed best (R2 0.547, RMSE 9.2 mL/min/1.73m2, proportion overprediction 3.1%) whereas mGFR-SSR models performed worst (R2 0.360, RMSE 10.9 mL/min/1.73m2, proportion overprediction 7.2%) (P<.001 for all comparisons). R2 and RMSE distributions are shown in Figures. The eGFR-CVR models had the smallest residuals among the lowest baseline eGFR decile (Figure).
*Conclusions: These findings suggest that pre-donation CVR may serve as an acceptable alternative to SSR during donor evaluation and furthermore that a model based on CVR and pre-donation eGFR may be superior to other methods.
To cite this abstract in AMA style:
Montgomery J, Brown C, Zondlak A, Walsh K, Kozlowski J, Pinsky A, Herriman E, Sussman J, Lu Y, Stein E, Shankar P, Sung R, Woodside K. CT-measured Cortical Volume Ratio is an Alternative to Nuclear Medicine Split Scan Ratio Among Living Kidney Donors [abstract]. Am J Transplant. 2021; 21 (suppl 3). https://atcmeetingabstracts.com/abstract/ct-measured-cortical-volume-ratio-is-an-alternative-to-nuclear-medicine-split-scan-ratio-among-living-kidney-donors/. Accessed November 21, 2024.« Back to 2021 American Transplant Congress