Tolossa Wubshet Jote, Leulseged Tigist Workneh, Adem Abdu, Challa Feyissa, Mezgebu Tirumebet, Aytehgeza Ruth S, Mera Nebiat Adane, Asfaw Kalsidagn Girma, Ahmed Momina M, Begna Kebede H
Department of Internal Medicine, Menelik II Comprehensive Specialized Hospital, Addis Ababa, Ethiopia.
Department of Internal Medicine, St. Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia.
PLoS One. 2025 Jun 12;20(6):e0325883. doi: 10.1371/journal.pone.0325883. eCollection 2025.
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.
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.
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.
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.
化疗药物的治疗指数较窄,因此需要精确给药以确保疗效并将肾毒性降至最低。由于直接测量肾小球滤过率(GFR)较为复杂,肾脏给药通常基于GFR估算方程。尽管有更精确的肾功能估算方程,但Cockcroft-Gault公式仍是癌症患者中使用最广泛的方程。因此,本研究的目的是评估在埃塞俄比亚圣保罗医院千禧医学院肿瘤科室接受一线化疗评估的癌症患者中,基于肌酐(Cr)和胱抑素C(CysC)的GFR估算方程与Cockcroft-Gault估算的GFR之间的一致性,以确定合适的化疗剂量。
于2021年11月1日至2022年4月30日期间,对136名计划在该医院开始化疗的成年癌症患者进行了一项横断面研究。使用12种不同的GFR估算方程计算GFR,并与Cockcroft-Gault公式进行比较;MDRD、根据种族因素调整的MDRD(MDRDef)、基于血清肌酐计算的2009年慢性肾脏病流行病学合作组(CKD-EPI)公式(CKD-EPI 2009 Cr)、根据种族因素调整的2009年CKD-EPI Cr公式(CKD-EPI 2009 Cref)、基于血清胱抑素C计算的2012年CKD-EPI公式(CKD-EPI 2012 CysC)、基于血清肌酐和胱抑素C计算的2021年CKD-EPI公式(CKD-EPI 2021 Cr-CysC)、2021年CKD-EPI公式(CKD-EPI 2021)、基于血清肌酐计算的FAS公式(FAS Cr)、根据非洲系数调整的FAS Cr公式(FAS Craf)、基于血清胱抑素C计算的FAS公式(FAS CysC)、基于血清肌酐和胱抑素C计算的FAS公式(FAS Cr-CysC)以及根据非洲系数调整的FAS Cr-CysC公式(FAS Cr-CysCaf)。为评估一致性水平,分析了每个方程的偏差(平均误差/ME)、精密度和准确性(均方根误差/RMSE),所有测量值越接近0表明偏差越小、精密度越高、准确性越高,与Cockcroft-Gault公式的一致性越好。为确认记录的一致性水平的显著性,对证明具有统计学一致性的变量逐步进行单样本t检验、Bland-Altman图分析和线性回归分析,其中p值>0.05且存在异方差表明差异不显著,因此一致性良好。
GFR估算方程显示出差异,有些方法低估了GFR,而有些则高估了GFR。然而,基于单样本t检验,只有四个方程显示出与Cockcroft-Gault公式有潜在的一致性:MDRD、CKD-EPI 2009 Cr、CKD-EPI 2021、FAS Cr和FAS Cr-CysCaf。其中,CKD-EPI 2009 Cr的偏差最小(ME = 0.72 ml/min,95% CI:-67.66,69.10 ml/min),而FAS Cr-CysCaf的精密度最高(SD = 33.92)和准确性最高(RMSE = 34.53)。然而,使用Bland-Altman图和线性回归进一步分析以确认一致性,结果显示没有一个公式与Cockcroft-Gault公式一致。
该研究表明,推荐用于癌症患者的最新且准确的GFR估算方程与Cockcroft-Gault公式不一致。这表明目前癌症患者中GFR估算方法可能不准确,可能导致化疗剂量不当和患者预后较差。