Point of care parenchymal volume analyses to estimate split renal function and predict functional outcomes after radical nephrectomy

肾切除术 肾功能 医学 核医学 算法 计算机科学 放射科 数学 内科学
作者
Nityam Rathi,Worapat Attawettayanon,Yosuke Yasuda,Kieran Lewis,Gustavo Roversi,Snehi Shah,Andrew Wood,Carlos Muñoz-López,Diego Aguilar Palacios,Jianbo Li,Nour Abdallah,Jared Schober,Marshall Strother,Alexander Kutikov,Robert G. Uzzo,Christopher Weight,Mohamed Eltemamy,Venkatesh Krishnamurthi,Robert Abouassaly,Steven C. Campbell
出处
期刊:Scientific Reports [Springer Nature]
卷期号:13 (1) 被引量:10
标识
DOI:10.1038/s41598-023-33236-6
摘要

Abstract Accurate prediction of new baseline GFR (NBGFR) after radical nephrectomy (RN) can inform clinical management and patient counseling whenever RN is a strong consideration. Preoperative global GFR, split renal function (SRF), and renal functional compensation (RFC) are fundamentally important for the accurate prediction of NBGFR post-RN. While SRF has traditionally been obtained from nuclear renal scans (NRS), differential parenchymal volume analysis (PVA) via software analysis may be more accurate. A simplified approach to estimate parenchymal volumes and SRF based on length/width/height measurements (LWH) has also been proposed. We compare the accuracies of these three methods for determining SRF, and, by extension, predicting NBGFR after RN. All 235 renal cancer patients managed with RN (2006–2021) with available preoperative CT/MRI and NRS, and relevant functional data were analyzed. PVA was performed on CT/MRI using semi-automated software, and LWH measurements were obtained from CT/MRI images. RFC was presumed to be 25%, and thus: Predicted NBGFR = 1.25 × Global GFR Pre-RN × SRF Contralateral . Predictive accuracies were assessed by mean squared error (MSE) and correlation coefficients ( r ). The r values for the LWH/NRS/software-derived PVA approaches were 0.72/0.71/0.86, respectively ( p < 0.05). The PVA-based approach also had the most favorable MSE, which were 120/126/65, respectively ( p < 0.05). Our data show that software-derived PVA provides more accurate and precise SRF estimations and predictions of NBGFR post-RN than NRS/LWH methods. Furthermore, the LWH approach is equivalent to NRS, precluding the need for NRS in most patients.
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