Agreement of glomerular filtration rate estimation equations for chemotherapy dosing in cancer patients at a tertiary referral hospital in Sub-Saharan Africa.

IF 2.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-06-12 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0325883
Wubshet Jote Tolossa, Tigist Workneh Leulseged, Abdu Adem, Feyissa Challa, Tirumebet Mezgebu, Ruth S Aytehgeza, Nebiat Adane Mera, Kalsidagn Girma Asfaw, Momina M Ahmed, Kebede H Begna
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引用次数: 0

Abstract

Introduction: Narrow therapeutic indices of chemotherapeutic agents necessitate precise dosing to ensure efficacy and minimize nephrotoxicity. Due to the complexity of directly measuring Glomerular filtration rate (GFR), renal dosing is usually based on GFR estimation equations. The Cockcroft-Gault formula remains the most widely used equation in cancer patients, despite the availability of more precise kidney function estimation equations. Therefore, the aim of the study was to assess the agreement between Cr and cystatin-C (CysC) based GFR estimation equations and GFR estimated by Cockcroft-Gault for appropriate chemotherapy dosing in cancer patients undergoing assessment for first-Line chemotherapy at an oncology unit of St. Paul's Hospital Millennium Medical College in Ethiopia.

Methods: A cross-sectional study was conducted among 136 adult cancer patients scheduled to initiate chemotherapy at the hospital between November 1, 2021, and April 30, 2022. GFR was calculated using 12 different GFR estimation equations to be compared with Cockcroft-Gault; MDRD, MDRD adjusted for ethnic factor (MDRDef), the 2009 CKD-EPI calculated based on serum creatinine (CKD-EPI 2009 Cr), the 2009 CKD-EPI Cr adjusted for ethnic factor (CKD-EPI 2009 Cref), the 2012 CKD-EPI calculated based on serum Cystatin C (CKD-EPI 2012 CysC), the 2021 CKD-EPI calculated based on serum creatinine and Cystatin C (CKD-EPI 2021 Cr-CysC), the 2021 CKD-EPI (CKD-EPI 2021), FAS calculated based on serum creatinine (FAS Cr)¸ FAS Cr adjusted for African coefficient (FAS Craf), FAS calculated based on serum Cystatin C (FAS CysC), FAS calculated based on serum creatinine and Cystatin C (FAS Cr-CysC), and FAS Cr-CysC adjusted for African coefficient (FAS Cr-CysCaf). To assess the level of agreement, bias (mean error/ME), precision, and accuracy (root-mean squared error/ RMSE) were analyzed for each equation, where for all measurements a value closer to 0 indicates minimal bias, high precision, and high accuracy demonstrating good agreement with Cockcroft-Gault. To confirm the significance of the recorded levels of agreement, a one-sample t-test, a Bland-Altman plot, and a linear regression analysis were performed step by step for variables which proved to have statistical agreement, where a p-value > 0.05 and the presence of heteroscedasticity indicates a non-significant difference and hence the presence of good agreement.

Results: The GFR estimation equations revealed variation, with some methods underestimating and others overestimating GFR. However, only four equations showed potential agreement with Cockcroft-Gault based on a one-sample t-test: MDRD, CKD-EPI 2009 Cr, CKD-EPI 2021, FAS Cr, and FAS Cr-CysCaf. Among these, CKD-EPI 2009 Cr exhibited the least bias (ME = 0.72 ml/min, 95% CI: -67.66, 69.10 ml/min), while FAS Cr-CysCaf demonstrated the highest precision (SD = 33.92) and accuracy (RMSE = 34.53). However, further analysis using Bland-Altman plots and linear regression to confirm agreement revealed no agreement between any of the formulas and Cockcroft-Gault.

Conclusion: The study revealed that the most recent and accurate GFR estimation equations that are recommended to be used in cancer patients did not show agreement with Cockcroft-Gault. This suggests that current GFR estimation practices in cancer patients might be inaccurate, potentially leading to improper chemotherapy dosing and poorer patient outcomes.

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撒哈拉以南非洲三级转诊医院癌症患者化疗剂量肾小球滤过率估计方程的一致性
导论:化疗药物治疗指标狭窄,需要精确给药,以确保疗效和减少肾毒性。由于直接测量肾小球滤过率(GFR)的复杂性,肾脏给药通常基于GFR估计方程。尽管有更精确的肾功能估计方程,Cockcroft-Gault公式仍然是癌症患者中最广泛使用的方程。因此,本研究的目的是评估基于Cr和胱抑素- c (CysC)的GFR估计方程与Cockcroft-Gault估计的GFR之间的一致性,以评估埃塞俄比亚圣保罗医院千年医学院肿瘤部门接受一线化疗评估的癌症患者的适当化疗剂量。方法:对2021年11月1日至2022年4月30日期间在该院开始化疗的136例成年癌症患者进行横断面研究。采用12种不同的GFR估计方程计算GFR,并与Cockcroft-Gault进行比较;MDRD、种族因素调整后的MDRD (MDRDef)、2009年基于血清肌酐计算的CKD-EPI (CKD-EPI 2009 Cr)、2009年基于种族因素调整后的CKD-EPI Cr (CKD-EPI 2009 Cref)、2012年基于血清胱抑素C计算的CKD-EPI (CKD-EPI 2012 CysC)、2021年基于血清肌酐和胱抑素C计算的CKD-EPI (CKD-EPI 2021 Cr)、2021年CKD-EPI (CKD-EPI 2021)、基于血清肌酐(FAS Cr)计算的FAS Cr、非洲系数调整后的FAS Cr (FAS Craf)、FAS根据血清胱抑素C (FAS CysC)计算,FAS根据血清肌酐和胱抑素C (FAS Cr-CysC)计算,FAS Cr-CysC经非洲系数调整(FAS Cr-CysCaf)。为了评估一致性水平,我们分析了每个方程的偏差(平均误差/ME)、精度和准确性(均方根误差/ RMSE),其中对于所有测量值,接近0的值表示最小偏差、高精度和高精度,表明与Cockcroft-Gault的一致性很好。为了确认记录的一致性水平的显著性,对证明具有统计一致性的变量逐步进行单样本t检验、Bland-Altman图和线性回归分析,其中p值> 0.05和存在异方差表示差异不显著,因此存在良好的一致性。结果:GFR估算方程存在差异,有的方法低估了GFR,有的方法高估了GFR。然而,基于单样本t检验,只有四个方程显示出与Cockcroft-Gault的潜在一致:MDRD、CKD-EPI 2009 Cr、CKD-EPI 2021、FAS Cr和FAS Cr- cyscaf。其中,CKD-EPI 2009 Cr的偏倚最小(ME = 0.72 ml/min, 95% CI: -67.66, 69.10 ml/min), FAS Cr- cyscaf的精密度最高(SD = 33.92),准确度最高(RMSE = 34.53)。然而,使用Bland-Altman图和线性回归进行进一步分析以确认一致性,发现任何公式与Cockcroft-Gault之间都没有一致性。结论:研究表明,推荐用于癌症患者的最新和最准确的GFR估计方程与Cockcroft-Gault不一致。这表明目前对癌症患者的GFR估计方法可能不准确,可能导致化疗剂量不当和患者预后较差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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