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Kitchlu A, Silva VTCE, Anand S, Kala J, Abudayyeh A, Inker LA, Rosner MH, Karam S, Gudsoorkar P, Gupta S, Chen S, Klomjit N, Leung N, Milanez T, Motwani SS, Khalid SB, Srinivasan V, Wanchoo R, Beumer JH, Liu G, Tannir NM, Orchanian-Cheff A, Geng Y, Herrmann SM. Assessment of GFR in Patients with Cancer: A Statement from the American Society of Onco-Nephrology. Clin J Am Soc Nephrol 2024; 19:1061-1072. [PMID: 38848131 PMCID: PMC11321742 DOI: 10.2215/cjn.0000000000000508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 06/03/2024] [Indexed: 07/03/2024]
Abstract
Accurate assessment of GFR is crucial to guiding drug eligibility, dosing of systemic therapy, and minimizing the risks of both undertreatment and toxicity in patients with cancer. Up to 32% of patients with cancer have baseline CKD, and both malignancy and treatment may cause kidney injury and subsequent CKD. To date, there has been lack of guidance to standardize approaches to GFR estimation in the cancer population. In this two-part statement from the American Society of Onco-Nephrology, we present key messages for estimation of GFR in patients with cancer, including the choice of GFR estimating equation, use of race and body surface area adjustment, and anticancer drug dose-adjustment in the setting of CKD. These key messages are based on a systematic review of studies assessing GFR estimating equations using serum creatinine and cystatin C in patients with cancer, against a measured GFR comparator. The preponderance of current data involving validated GFR estimating equations involves the CKD Epidemiology Collaboration (CKD-EPI) equations, with 2508 patients in whom CKD-EPI using serum creatinine and cystatin C was assessed (eight studies) and 15,349 in whom CKD-EPI with serum creatinine was assessed (22 studies). The former may have improved performance metrics and be less susceptible to shortfalls of eGFR using serum creatinine alone. Since included studies were moderate quality or lower, the American Society of Onco-Nephrology Position Committee rated the certainty of evidence as low. Additional studies are needed to assess the accuracy of other validated eGFR equations in patients with cancer. Given the importance of accurate and timely eGFR assessment, we advocate for the use of validated GFR estimating equations incorporating both serum creatinine and cystatin C in patients with cancer. Measurement of GFR via exogenous filtration markers should be considered in patients with cancer for whom eGFR results in borderline eligibility for therapies or clinical trials.
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Affiliation(s)
- Abhijat Kitchlu
- Department of Medicine, Division of Nephrology, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Verônica T. Costa E. Silva
- Serviço de Nefrologia, Instituto do Câncer do Estado de São Paulo, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
- Laboratório de Investigação Médica (LIM) 16, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Shuchi Anand
- Department of Medicine (Nephrology), Stanford University, Stanford, California
| | - Jaya Kala
- Division of Renal Diseases and Hypertension, University of Texas Health Science Center at Houston-McGovern Medical School, Houston, Texas
| | - Ala Abudayyeh
- Section of Nephrology, The University of Texas, MD Anderson Cancer Center, Houston, Texas
| | - Lesley A. Inker
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts
| | - Mitchell H. Rosner
- Division of Nephrology, University of Virginia Health, Charlottesville, Virginia
| | - Sabine Karam
- Division of Nephrology and Hypertension, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Prakash Gudsoorkar
- Division of Nephrology, Kidney C.A.R.E. Program, University of Cincinnati, Cincinnati, Ohio
| | - Shruti Gupta
- Division of Renal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Sheldon Chen
- Section of Nephrology, The University of Texas, MD Anderson Cancer Center, Houston, Texas
| | - Nattawat Klomjit
- Division of Nephrology and Hypertension, Department of Medicine, University of Minnesota, Minneapolis, Minnesota
| | - Nelson Leung
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota
| | - Tomaz Milanez
- Institute of Oncology Ljubljana and Department of Nephrology, University Medical Centre Ljubljana, Ljubljana, Slovenija
| | - Shveta S. Motwani
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Lahey Hospital and Medical Center, Burlington, Massachusetts
| | - Sheikh B. Khalid
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Vinay Srinivasan
- Division of Nephrology, Cooper University Hospital and Cooper Medical School of Rowan University, Camden, New Jersey
| | - Rimda Wanchoo
- Division of Kidney Diseases and Hypertension, Glomerular Center at Northwell Health, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Northwell Health, Great Neck, New York
| | - Jan H. Beumer
- Cancer Therapeutics Program, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Geoffrey Liu
- Princess Margaret Cancer Centre and University Health Network, University of Toronto, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Nizar M. Tannir
- Division of Cancer Medicine, Department of Genitourinary Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ani Orchanian-Cheff
- Library and Information Services, University Health Network, Toronto, Ontario, Canada
| | - Yimin Geng
- Section of Nephrology, The University of Texas, MD Anderson Cancer Center, Houston, Texas
- Research Medical Library, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sandra M. Herrmann
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, Minnesota
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Zhao L, Li HL, Liu HJ, Ma J, Liu W, Huang JM, Wei LG, Xie P. Validation of the EKFC equation for glomerular filtration rate estimation and comparison with the Asian-modified CKD-EPI equation in Chinese chronic kidney disease patients in an external study. Ren Fail 2023; 45:2150217. [PMID: 36632770 PMCID: PMC9848359 DOI: 10.1080/0886022x.2022.2150217] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
OBJECTIVES The aim of this study is to determine whether new European Kidney Function Consortium (EKFC) equation is more applicable than Asian-modified CKD-EPI equation in clinical practice, having a higher accuracy in estimating GFR in our external CKD population. METHODS We calculated estimated GFREKFC and GFRCKD-EPI independently using the EKFC and Asian-modified CKD-EPI formulas, respectively. The clinical diagnostic performance of the two equations was assessed and compared by median bias, precision, accuracy (P30) and so on, using 99mTc-DTPA dual plasma sample clearance method as a reference method for GFR measurement (mGFR). The equation that met the following targets was superior: (1) median bias within ± 3 mL/min/1.73 m2; (2) P30 > 75%; and (3) better precision and 95% limits of agreement in Bland-Altman analysis. RESULTS Totally, 160 CKD patients were recruited in our external cohort. GFREKFC was highly related to mGFR, with a regression equation of GFREKFC=mGFR × 0.87 + 5.27. Compared with the Asian-modified CKD-EPI equation, EKFC equation demonstrated a wider median bias (-1.64 vs. 0.84 mL/min/1.73 m2, p < 0.01) that was within 3 mL/min/1.73 m2 and not clinically meaningful. Furthermore, the precision (12.69 vs. 12.72 mL/min/1.73 m2, p = 0.42), 95% limits of agreement in Bland-Altman analysis (42.4 vs. 44.4 mL/min/1.73 m2) and incorrect reclassification index of the two target equations were almost identical. Although, EKFC equation had a slightly better P30 (80.0% vs. 74.4%, p = 0.01). CONCLUSIONS The overall performance of EKFC equation is acceptable. There is no clinically meaningful difference in the performance of the Asian-modified CKD-EPI and EKFC equations within the limits imposed by the small sample size.
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Affiliation(s)
- Li Zhao
- Department of Laboratory Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, PR China
| | - Huan-li Li
- Department of ophthalmology Medicine, Hebei General Hospital, Shijiazhuang, PR China
| | - Hui-jing Liu
- Department of Laboratory Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, PR China
| | - Jin Ma
- Department of Laboratory Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, PR China
| | - Wei Liu
- Department of Laboratory Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, PR China
| | - Jian-min Huang
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, PR China
| | - Ling-ge Wei
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, PR China
| | - Peng Xie
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, PR China,CONTACT Peng Xie Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, No. 139, Zi-Qiang Road, Shijiazhuang, 050051Hebei Province, PR China
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Delanaye P, Pottel H. Estimating Glomerular Filtration Rate in China: Is the European Kidney Function Consortium (EKFC) Equation the Solution? Nephron Clin Pract 2023; 148:74-77. [PMID: 37423213 DOI: 10.1159/000531314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 05/01/2023] [Indexed: 07/11/2023] Open
Abstract
The new European Kidney Function Consortium (EKFC) creatinine-based equation has been developed to be applicable over the entire age range (from 2 to 100 years) without any loss of performance in young adults and without loss of continuity in estimating glomerular filtration rate (GFR) between adolescents and adults. This goal is obtained by better taking into account the relationship between serum creatinine (SCr) and age in the estimating GFR model. This is accomplished by rescaling SCr, namely, dividing SCr by so-called Q value which is the median normal value of SCr concentration in a given healthy population. The better performance of the EKFC equation, compared to the current equations, has been shown in large European and African cohorts. Such good results are also suggested in cohorts from China, including in the current issue of Nephron. The good performance of the EKFC equation is observed, especially when the authors used a specific Q value for their populations notwithstanding GFR was measured by a controversial method. Using a population-specific Q value could make the EFKC equation universally applicable.
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Affiliation(s)
- Pierre Delanaye
- Department of Nephrology-Dialysis-Transplantation, University of Liège, CHU Sart Tilman, Liège, Belgium
- Department of Nephrology-Dialysis-Apheresis, Hôpital Universitaire Carémeau, Nîmes, France
| | - Hans Pottel
- Department of Public Health and Primary Care, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
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Griffin C, Asrani SK, Regner KR. Update on Assessment of Estimated Glomerular Filtration Rate in Patients With Cirrhosis. ADVANCES IN KIDNEY DISEASE AND HEALTH 2023; 30:307-314. [PMID: 37389536 DOI: 10.1053/j.akdh.2023.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 06/01/2023] [Accepted: 06/06/2023] [Indexed: 07/01/2023]
Abstract
Kidney disease is associated with adverse outcomes in patients with cirrhosis including increased post-liver transplantation (LT) mortality. Therefore, diagnosis and staging of kidney disease are critical to timely implementation of treatment and have important implications for transplant eligibility. Serum creatinine (sCr) is a key component of the Model for End-Stage Liver Disease score in LT candidates, and sCr-based estimated glomerular filtration rate (eGFR) values play an important role in determining medical urgency for LT. However, the use of sCr to assess kidney function may be limited in the cirrhotic milieu due to decreased creatinine production, interference of bilirubin with some laboratory assays for sCr, and expansion of the volume of distribution of creatinine. Therefore, conventional eGFR equations perform poorly in patients with cirrhosis and may overestimate kidney function leading to delayed diagnosis of acute kidney injury or lower priority for LT in patients with a truly low glomerular filtration rate. In this review, we will provide an update on the use of sCr for diagnosis and staging of kidney disease in patients with cirrhosis, discuss the limitations of sCr-based eGFR equations, and discuss novel eGFR equations that have been developed in patients with cirrhosis.
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Affiliation(s)
- Connor Griffin
- Division of Hepatology, Baylor University Medical Center, Dallas, TX
| | - Sumeet K Asrani
- Division of Hepatology, Baylor University Medical Center, Dallas, TX
| | - Kevin R Regner
- Division of Nephrology, Medical College of Wisconsin, Milwaukee, WI.
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Liu W, Zhao L, Huang JM, Wei LG, Guan MC, Gao F, Xie P. The Xiangya equation could not replace the Asian modified CKD-EPI equation in estimating glomerular filtration rate in Chinese patients with chronic kidney disease. Int Urol Nephrol 2022; 54:3025-3031. [PMID: 35753021 DOI: 10.1007/s11255-022-03248-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 06/07/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND To evaluate the clinical practicability of the Xiangya equation in estimating glomerular filtration rate (GFR) and compare with the Asian modified Chronic Kidney Disease-Epidemiology Collaboration (CKD-EPI) equation, assessing whether the Xiangya equation could replace the Asian modified CKD-EPI equation as the preferred method for predicting GFR in the Chinese CKD patients in an external validation study. METHODS The GFR was determined simultaneously by two methods: (a) the Asian modified CKD-EPI equation (GFRCKD-EPI); (b) the Xiangya equation (GFRXiangya); diagnostic performance of the two models was compared by the regression analysis, the Bland-Altman plot, bias, precision and P30 under the background of 99mTc-diethylenetriaminepentaacetic acid (99mTc-DTPA) dual plasma sample clearance method as reference method for GFR measurement (mGFR). RESULTS A total of 158 Chinese CKD patients were included in our external study. The GFRXiangya was highly related with mGFR, with the correlation coefficient of 0.92. The regression equation was GFRXiangya = 0.55*mGFR + 28.25, where the regression coefficient was far away from one and the intercept was wide. Compared with the Asian modified CKD-EPI equation, the performance of the Xiangya equation demonstrated a poorer bias (9.5 vs - 3.3 ml/min/1.73 m2, P < 0.001), an inferior precision (23.9 vs 13.0 ml/min/1.73 m2, P < 0.001), a lower P30 (51.3% vs 73.4%, P < 0.001) and a wider 95% limit of agreement in Bland-Altman analysis (65.0 vs 44.9 ml/min/1.73 m2). CONCLUSION Due to relatively inferior performance, the Xiangya equation could not replace the Asian modified CKD-EPI equation in estimating GFR in Chinese patients with chronic kidney disease in our external cohort.
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Affiliation(s)
- Wei Liu
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, No.139, ZiQiang Road, Shijiazhuang, 050051, Hebei Province, People's Republic of China
| | - Li Zhao
- Department of Laboratory Medicine, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, People's Republic of China
| | - Jian-Min Huang
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, No.139, ZiQiang Road, Shijiazhuang, 050051, Hebei Province, People's Republic of China
| | - Ling-Ge Wei
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, No.139, ZiQiang Road, Shijiazhuang, 050051, Hebei Province, People's Republic of China
| | - Mei-Chao Guan
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, No.139, ZiQiang Road, Shijiazhuang, 050051, Hebei Province, People's Republic of China
| | - Feng Gao
- Department of Pathology, The Third Hospital of Hebei Medical University, Shijiazhuang, 050051, People's Republic of China
| | - Peng Xie
- Department of Nuclear Medicine, The Third Hospital of Hebei Medical University, No.139, ZiQiang Road, Shijiazhuang, 050051, Hebei Province, People's Republic of China.
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Li Y, Lou Q, Wen S, Zhou M, Xu D, Wang C, Liu X, Zhou L. Relationship Between Sporadic Renal Cysts and Renal Function Detected by Isotope Renography in Type 2 Diabetes. Diabetes Metab Syndr Obes 2022; 15:2443-2454. [PMID: 35975275 PMCID: PMC9375979 DOI: 10.2147/dmso.s373120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/03/2022] [Indexed: 11/23/2022] Open
Abstract
PURPOSE This study aimed to reveal the relationship between the volume of sporadic renal cysts and renal function in patients with type 2 diabetes (T2D). MATERIALS AND METHODS One hundred and seventy-one patients that underwent renal imaging and other routine examinations at the Shanghai Pudong Hospital were included in this study. The Gates' method of glomerular filtration rate (GFR) was measured by 99mTc-DTPA renal dynamic imaging in addition to the eGFR, calculated by the Chronic Kidney Disease Epidemiology Collaboration equation (CKD-EPI). RESULTS Our results showed that BMI, total iGFR, and eGFR showed significant differences between patients with T2D with or without SRC (p < 0.05). Spearman correlation analysis showed that cyst volume was positively correlated with Scr and gender but not iGFR (p > 0.05). The total iGFR positively correlated with eGFR (r = 0.83, p < 0.0001) and negatively with Scr (r = -0.78, p < 0.0001), age (r = -0.43, p < 0.0001), duration of T2D (r = -0.25, p = 0.001), and BMI (r = -0.21, p = 0.006) but not gender (r = -0.03, p = 0.668). The multilinear regression model revealed that gender (β = 0.346, p < 0.001), iGFR (β = -0.705, p < 0.001), and serum uric acid (β = 0.195, p = 0.032) were independent predictors of Scr. Moreover, we observed a significant increase in Scr in males (p < 0.05). Finally, we found that the split kidney function reflected by iGFR and related parameters such as time to peak (PTT) and half time of excretion (excrete t1/2) did not mutually distinguish from each other significantly whether they are measured in patients with renal cysts or in those without renal cysts (p > 0.05). CONCLUSION Our preliminary results suggest that in T2D, SRCs may be a renal complication of diabetic nephropathy. Although we found that the patients with renal cysts may display reduced iGFR, the volume of simple cysts seems not to exacerbate renal insufficiency. Isotope renography is a useful tool to evaluate the split kidney functions in diabetic patients who acquire single-side cysts.
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Affiliation(s)
- Yanyan Li
- Department of Endocrinology, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China
| | - Qingqing Lou
- Department of Nuclear Medicine, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China
| | - Song Wen
- Department of Endocrinology, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China
| | - Mingyue Zhou
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, CA, USA
| | - Dongxiang Xu
- Department of Endocrinology, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China
| | - Chaoxun Wang
- Department of Endocrinology, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China
| | - Xingdang Liu
- Department of Nuclear Medicine, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China
| | - Ligang Zhou
- Department of Endocrinology, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China
- Shanghai Key Laboratory of Vascular Lesions Regulation and Remodeling, Shanghai, 201399, People’s Republic of China
- Correspondence: Ligang Zhou, Department of Endocrinology, Shanghai Pudong Hospital, Fudan University, Shanghai, 201399, People’s Republic of China, Tel +8613611927616, Email
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Malik SI, Abideen ZU, Alam MF, Khan R, Habib R, Shah SU. Glomerular Filtration Rate Estimation With Commonly Used Methods Among Healthy Live Kidney Donors of South Punjab, Pakistan. Cureus 2021; 13:e19588. [PMID: 34956743 PMCID: PMC8675590 DOI: 10.7759/cureus.19588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/14/2021] [Indexed: 12/03/2022] Open
Abstract
Background Accurate estimation of the donor’s glomerular filtration rate (GFR) is crucial for not only ensuring the medical appropriateness of the donor but also for the prediction of future allograft performance. The aim of this study was to compare the GFR estimation formulas and 24-hour urine creatinine clearance with diethylene triamine pentaacetic acid (DTPA) renal scan GFR. Methods This cross-sectional study was done at the Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, Pakistan from September 2018 to September 2021. A total of 92 potential healthy live-related kidney donors of both genders, aged 18 to 60 years having body mass index below 35 kg/m2 were included. GFR was calculated with modification of diet in renal disease (MDRD), Cockcroft-Gault (CG), chronic kidney disease epidemiology (CKD-EPI) equations as well as by 24-hour urine creatinine clearance. DTPA renal scan was done to record GFR findings. GFR was compared using analysis of variance (ANOVA) among different methods. Results Out of a total of 92 individuals, 49 (53.3%) were male and 43 (46.7%) female. Mean age and BMI were noted to be 34.62±10.57 years and 24.40±2.71 kg/m2, respectively. Statistically significant differences existed between various methods of GFR estimation (p<0.001). Mean GFR as per DTPA renal scan findings was noted to be 97.32±9.39 ml/min/1.73 m2. Difference of 31.48±20.81, 27.37±21.1, 23.38±6.38, 15.52±37.52 was noted in estimated GFR (ml/min/1.73 m2) with CG formula, MDRD formula, EPI-CKD formula and 24-hour urine creatinine clearance respectively when compared with DTPA renal scan findings. The highest proportion of patients was seen with normal GFR with DTPA renal scan findings as 83 (90.2%) individuals while 24-hour urine creatinine clearance observed these to be 59 (64.1%), CG EPI-CKD formula 44 (47.8%), MDRD formula 39 (42.4%) and 40 (43.5%) with CG formula. Conclusion None of the GFR estimation methods resulted in similar findings. With reference to the DTPA renal scan, 24-hour urine creatinine clearance was the closest GFR estimation followed by CKD-EPI and MDRD equations.
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Affiliation(s)
- Suhail Iqbal Malik
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid-e-Azam Medical College, Bahawalpur, PAK
| | - Zain Ul Abideen
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Muhammad Fiyaz Alam
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Raheel Khan
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Rashid Habib
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
| | - Syed Umair Shah
- Department of Nephro Urology Dialysis & Renal Transplantation, Bahawal Victoria Hospital, Quaid e Azam Medical College, Bahawalpur, PAK
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A Novel Method for Accurate Quantification of Split Glomerular Filtration Rate Using Combination of Tc-99m-DTPA Renal Dynamic Imaging and Its Plasma Clearance. DISEASE MARKERS 2021; 2021:6643586. [PMID: 33791044 PMCID: PMC7984922 DOI: 10.1155/2021/6643586] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/02/2021] [Accepted: 02/27/2021] [Indexed: 11/18/2022]
Abstract
Purpose To precisely quantify split glomerular filtration rate by Tc-99m-DTPA renal dynamic imaging and plasma clearance in order to increase its consistency among doctors. Methods Tc-99m-DTPA renal dynamic imaging was performed according to the conventional radionuclide renal dynamic imaging by five double-blinded doctors independently and automatically calculated split GFR, namely, gGFR. Moreover, the conventional radionuclide renal dynamic imaging was assessed to only outline the kidney, blank background, and automatically calculated split GFR, gGFR′. The total GFR value of patients, tGFR, was obtained by the double-plasma method. According to the formula, Precise GFR (pGFR) = gGFR′/(gGFR′ + gGFR′) × tGFR. The precise GFR value of the divided kidney, pGFR, was calculated. The Kendall's W test was used to compare the consistency of gGFR and pGFR drawn by five physicians. Results According to Kendall's W consistency test, Kendall's coefficient of concordance was 0.834, p = 0.0001 using conventional method. The same five doctors used blank background again and the same standard Gates method to draw the kidneys, which automatically calculated gGFR′. Using input formula, the pGFR was calculated and Kendall's W consistency test (Kendall′s coefficient of concordance = 0.956, p = 0.0001). Conclusion The combination of Tc-99m-DTPA renal dynamic imaging combined with the double-plasma method could achieve accurate split GFR, and because of the omission of influence factors, the consistency of pGFR obtained by different doctors using this method was significantly higher than that of conventional Tc-99m-DTPA renal dynamic imaging.
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Gao JQ, Zhao FG, Huang JM, Shao FQ, Xie P. Comparative performance of FAS equation and Asian modified CKD-EPI in the determination of GFR in Chinese patients with CKD with the 99mTc-DTPA plasma clearance as the reference method. Nefrologia 2021; 41:27-33. [PMID: 36165358 DOI: 10.1016/j.nefroe.2021.02.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 08/28/2020] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND Glomerular filtration rate (GFR) is a useful index in many clinical conditions. However, very few studies have assessed the performance of full age spectrum (FAS) equation and the Asian modified Chronic Kidney Disease-Epidemiology Collaboration (CKD-EPI) equation in the approximation of GFR in Chinese patients with chronic kidney disease. OBJECTIVE This study aimed to compare the diagnostic performance of the above two creatinine-based equations. METHODS A well designed single-center cross-sectional study was performed and the GFR was determined by 3 methods separately in the same day: technetium-99m-diethylene triamine pentaacetic acid (99mTc-DTPA) dual plasma sample clearance method (mGFR); FAS equation method; Asian modified CKD-EPI equation method. The gold standard method was the mGFR. Equations performance criteria considered correlation coefficient, bias, precision, accuracy and the ability to detect the mGFR less than 60ml/min/1.73m2. RESULTS A total of 160 patients were enrolled. The diagnostic performance of FAS showed no significant difference in the correlation coefficient (0.89 vs 0.89), precision (15.9 vs 16.1ml/min/1.73m2), accuracy (75.0% vs 76.3%) and the ability to detect the mGFR less than 60ml/min/1.73m2 (0.94 vs 0.94) compared with the Asian modified CKD-EPI equation in all participants. The FAS showed a negative bias, while the new CKD-EPI equation showed a positive bias (-1.20 vs 1.30ml/min/1.73m2, P<0.001). However, they were all near to zero. In the mGFR<60ml/min/1.73m2 subgroup and mGFR>60ml/min/1.73m2 subgroup were consistent with that in the whole cohort. The precision and accuracy decreased when GFR>60ml/min/1.73m2 in both equations. CONCLUSIONS The FAS equation and the Asian modified CKD-EPI equation had similar performance in determining the glomerular filtration rate in the Chinese patients with chronic kidney disease. Both the FAS equation and Asian modified CKD-EPI can be a satisfactory method and may be the most suitable creatinine-based equation.
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Affiliation(s)
- Jian-Qing Gao
- Department of Nuclear Medicine, The Third Hospital, Hebei Medical University, PR China
| | - Fu-Gang Zhao
- Department of Traditional Medicine, The First Hospital, Hebei Medical University, PR China
| | - Jian-Min Huang
- Department of Nuclear Medicine, The Third Hospital, Hebei Medical University, PR China
| | - Fu-Qiang Shao
- Department of Nuclear Medicine, Zigong First People's Hospital, Zigong, Sichuan, PR China
| | - Peng Xie
- Department of Nuclear Medicine, The Third Hospital, Hebei Medical University, PR China.
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Comparative performance of FAS equation and Asian modified CKD-EPI in the determination of GFR in Chinese patients with CKD with the 99mTc-DTPA plasma clearance as the reference method. Nefrologia 2020; 41:27-33. [PMID: 33153776 DOI: 10.1016/j.nefro.2020.08.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 08/15/2020] [Accepted: 08/28/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Glomerular filtration rate (GFR) is a useful index in many clinical conditions. However, very few studies have assessed the performance of full age spectrum (FAS) equation and the Asian modified Chronic Kidney Disease-Epidemiology Collaboration (CKD-EPI) equation in the approximation of GFR in Chinese patients with chronic kidney disease. OBJECTIVE This study aimed to compare the diagnostic performance of the above two creatinine-based equations. METHODS A well designed single-center cross-sectional study was performed and the GFR was determined by 3 methods separately in the same day: technetium-99m-diethylene triamine pentaacetic acid (99mTc-DTPA) dual plasma sample clearance method (mGFR); FAS equation method; Asian modified CKD-EPI equation method. The gold standard method was the mGFR. Equations performance criteria considered correlation coefficient, bias, precision, accuracy and the ability to detect the mGFR less than 60ml/min/1.73m2. RESULTS A total of 160 patients were enrolled. The diagnostic performance of FAS showed no significant difference in the correlation coefficient (0.89 vs 0.89), precision (15.9 vs 16.1ml/min/1.73m2), accuracy (75.0% vs 76.3%) and the ability to detect the mGFR less than 60ml/min/1.73m2 (0.94 vs 0.94) compared with the Asian modified CKD-EPI equation in all participants. The FAS showed a negative bias, while the new CKD-EPI equation showed a positive bias (-1.20 vs 1.30ml/min/1.73m2, P<0.001). However, they were all near to zero. In the mGFR<60ml/min/1.73m2 subgroup and mGFR>60ml/min/1.73m2 subgroup were consistent with that in the whole cohort. The precision and accuracy decreased when GFR>60ml/min/1.73m2 in both equations. CONCLUSIONS The FAS equation and the Asian modified CKD-EPI equation had similar performance in determining the glomerular filtration rate in the Chinese patients with chronic kidney disease. Both the FAS equation and Asian modified CKD-EPI can be a satisfactory method and may be the most suitable creatinine-based equation.
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11
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Xie P, Li HL, Huang JM, Wei LG. Validation of the full-age spectrum equation in the approximation of glomerular filtration rate in Chinese patients with chronic kidney disease. Ren Fail 2020; 41:467-472. [PMID: 31162994 PMCID: PMC6571547 DOI: 10.1080/0886022x.2019.1620773] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/29/2022] Open
Abstract
Introduction: To investigate the validity of the full age spectrum (FAS) equation in determining the glomerular filtration rate (GFR) in Chinese patients with chronic kidney disease (CKD) and to compare the performance of FAS equation and the technetium-99m-diethylene triamine pentaacetic acid (Tc-99m-DTPA) renal dynamic imaging method. Methods: The GFR was determined by three methods in the same day: (a) Tc-99m-DTPA dual plasma sample clearance method (mGFR); (b) FAS equation (eGFR1); (c) Tc-99m-DTPA renal dynamic imaging method (eGFR2). The mGFR was used as the reference standard. The Bland-Altman method, concordance correlation coefficient and regression equation were applied to evaluate the validity of the estimated glomerular filtration rate (eGFR). The bias, precision and accuracy were analyzed to compare the performances of eGFR1 and eGFR2. Results: A total of 162 subjects were enrolled in this study. The eGFR1 was correlated well with mGFR (concordance correlation coefficient was 0.896, p < 0.0001) and the regression equation was mGFR = -0.374 + 1.029eGFR1 (p < 0001). The Bland-Altman analysis proved good agreement between the eGFR1 and mGFR. In comparison with eGFR2, the eGFR1 showed better performance on bias (-1.22 vs. 8.92, p < 0001), precision (15.69 vs. 18.36, p = 0.047) and 30% accuracy (75.31% vs. 59.26%, p = 0.0009) in all participants. Conclusions: The FAS equation is valid in determining the glomerular filtration rate in Chinese patients with chronic kidney disease. The Tc-99m-DTPA renal dynamic imaging method is less accurate than the FAS equation and cannot be employed as the reference method in assessing the performance of FAS equation.
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Affiliation(s)
- Peng Xie
- a Department of Nuclear Medicine , The Third Hospital, Hebei Medical University , Hebei , People's Republic of China
| | - Huan-Li Li
- b Department of Ophthalmology , The Hebei General Hospital , Hebei , People's Republic of China
| | - Jian-Min Huang
- a Department of Nuclear Medicine , The Third Hospital, Hebei Medical University , Hebei , People's Republic of China
| | - Ling-Ge Wei
- a Department of Nuclear Medicine , The Third Hospital, Hebei Medical University , Hebei , People's Republic of China
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12
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Opotowsky AR, Carazo M, Singh MN, Dimopoulos K, Cardona-Estrada DA, Elantably A, Waikar SS, Mc Causland FR, Veldtman G, Grewal J, Gray C, Loukas BN, Rajpal S. Creatinine versus cystatin C to estimate glomerular filtration rate in adults with congenital heart disease: Results of the Boston Adult Congenital Heart Disease Biobank. Am Heart J 2019; 214:142-155. [PMID: 31203159 DOI: 10.1016/j.ahj.2019.04.018] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Accepted: 04/26/2019] [Indexed: 12/21/2022]
Abstract
BACKGROUND Glomerular filtration rate is a key physiologic variable with a central role in clinical decision making and a strong association with prognosis in diverse populations. Reduced estimated glomerular filtration rate (eGFR) is common among adults with congenital heart disease (ACHD). METHODS We conducted a prospective cohort study of outpatient ACHD ≥18 years old seen in 2012-2017. Creatinine and cystatin C were measured; eGFR was calculated using either the creatinine or cystatin C Chronic Kidney Disease-Epidemiology Collaboration equation (CKD-EPICr and CKD-EPICysC, respectively). Survival analysis was performed to define the relationship between eGFR and both all-cause mortality and a composite outcome of death or nonelective cardiovascular hospitalization. RESULTS Our cohort included 911 ACHD (39 ± 14 years old, 49% female). Mean CKD-EPICr and CKD-EPICysC were similar (101 ± 20 vs 100 ± 23 mL/min/1.73 m2), but CKD-EPICr estimates were higher for patients with a Fontan circulation (n = 131, +10 ± 19 mL/min/1.73 m2). After mean follow-up of 659 days, 128 patients (14.1%) experienced the composite outcome and 31 (3.4%) died. CKD-EPICysC more strongly predicted all-cause mortality (eGFR <60 vs >90 mL/min/1.73 m2: CKD-EPICysC unadjusted HR = 20.2 [95% CI 7.6-53.1], C-statistic = 0.797; CKD-EPICr unadjusted HR = 4.6 [1.7-12.7], C-statistic = 0.620). CKD-EPICysC independently predicted the composite outcome, whereas CKD-EPICr did not (CKD-EPICysC adjusted HR = 3.0 [1.7-5.3]; CKD-EPICr adjusted HR = 1.5 [0.8-3.1]). Patients reclassified to a lower eGFR category by CKD-EPICysC, compared with CKD-EPICr, were at increased risk for the composite outcome (HR = 2.9 [2.0-4.3], P < .0001); those reclassified to a higher eGFR class were at lower risk (HR = 0.5 [0.3-0.9], P = .03). CONCLUSIONS Cystatin C-based eGFR more strongly predicts clinical events than creatinine-based eGFR in ACHD. Creatinine-based methods appear particularly questionable in the Fontan circulation.
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Affiliation(s)
- Alexander R Opotowsky
- Department of Cardiology, Boston Children's Hospital, Boston, MA, United States; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
| | - Matthew Carazo
- Department of Cardiology, Boston Children's Hospital, Boston, MA, United States; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Michael N Singh
- Department of Cardiology, Boston Children's Hospital, Boston, MA, United States; Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Konstantinos Dimopoulos
- Adult Congenital Heart Centre and Centre for Pulmonary Hypertension, Royal Brompton Hospital and National Heart and Lung Institute, Imperial College of Science and Medicine, London, United Kingdom
| | | | - Ahmed Elantably
- Department of Medicine, North Shore Medical Center, Salem, MA, USA
| | - Sushrut S Waikar
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Gruschen Veldtman
- Adolescent and Adult Congenital Heart Disease Program, Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jasmine Grewal
- Pacific Adult Congenital Heart Disease Clinic, Division of Cardiology, St. Paul's Hospital, University of British Columbia, Vancouver, British Columbia, Canada
| | - Catherine Gray
- Department of Cardiology, Boston Children's Hospital, Boston, MA, United States
| | - Brittani N Loukas
- Department of Cardiology, Boston Children's Hospital, Boston, MA, United States
| | - Saurabh Rajpal
- Ohio State University Division of Cardiovascular Medicine and Nationwide Children's Hospital Heart Center, Columbus, OH, USA
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13
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Huang Q, Chen Y, Zhang M, Wang S, Zhang W, Cai G, Chen X, Sun X. Comparative evaluation of technetium-99m-diethylenetriaminepentaacetic acid renal dynamic imaging versus the Modification of Diet in Renal Disease equation and the Chronic Kidney Disease Epidemiology Collaboration equation for the estimation of GFR. Int Urol Nephrol 2018; 50:733-743. [PMID: 29464547 DOI: 10.1007/s11255-018-1811-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 01/29/2018] [Indexed: 02/02/2023]
Abstract
PURPOSE We compared the performance of technetium-99m-diethylenetriaminepentaacetic acid (99mTc-DTPA) renal dynamic imaging (RDI), the MDRD equation, and the CKD EPI equation to estimate glomerular filtration rate (GFR). METHODS A total of 551 subjects, including CKD patients and healthy individuals, were enrolled in this study. Dual plasma sample clearance method of 99mTc-DTPA was used as the true value for GFR (tGFR). RDI and the MDRD and CKD EPI equations for estimating GFR were compared and evaluated. RESULTS Data indicate that RDI and the MDRD equation underestimated GFR and CKD EPI overestimated GFR. RDI was associated with significantly higher bias than the MDRD and CKD EPI equations. The regression coefficient, diagnostic precision, and consistency of RDI were significantly lower than either equation. RDI and the MDRD equation underestimated GFR to a greater degree in subjects with tGFR ≥ 90 ml/min/1.73 m2 compared with the results obtained from all subjects. In the tGFR60-89 ml/min/1.73 m2 group, the precision of RDI was significantly lower than that of both equations. In the tGFR30-59 ml/min/1.73 m2 group, RDI had the least bias, the most precision, and significantly higher accuracy compared with either equation. In tGFR < 30 ml/min/1.73 m2, the three methods had similar performance and were not significantly different. CONCLUSIONS RDI significantly underestimates GFR and performs no better than MDRD and CKD EPI equations for GFR estimation; thus, it should not be recommended as a reference standard against which other GFR measurement methods are assessed. However, RDI better estimates GFR than either equation for individuals in the tGFR30-59 ml/min/1.73 m2 group and thus may be helpful to distinguish stage 3a and 3b CKD.
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Affiliation(s)
- Qi Huang
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, 28 Fuxing Road, Beijing, 100853, China.,Department of Nephrology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yunshuang Chen
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, 28 Fuxing Road, Beijing, 100853, China
| | - Min Zhang
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, 28 Fuxing Road, Beijing, 100853, China
| | - Sihe Wang
- Department of Clinical Pathology, Cleveland Clinic, Cleveland, OH, USA
| | - Weiguang Zhang
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, 28 Fuxing Road, Beijing, 100853, China
| | - Guangyan Cai
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, 28 Fuxing Road, Beijing, 100853, China
| | - Xiangmei Chen
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, 28 Fuxing Road, Beijing, 100853, China
| | - Xuefeng Sun
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, 28 Fuxing Road, Beijing, 100853, China.
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Sun H, Pei X, Zhao W. Accuracy of glomerular filtration rate estimationequations in patients with hematopathy. J Biomed Res 2017; 33:46. [PMID: 29307875 PMCID: PMC6352883 DOI: 10.7555/jbr.32.20160172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Accepted: 06/23/2017] [Indexed: 11/03/2022] Open
Abstract
Renal dysfunction is a common side-effect of chemotherapeuticagents in patients with hematopathy. Although broadly used, glomerularfiltration rate (GFR) estimation equations were not fully validatedin this special population. Thus, this study was designed to furtherassess the accuracy of various GFR equations, including the newly2012 CKD-EPI equations. Referring to 99mTc-DTPA clearance method, three Scr-based (MDRD, Peking, and CKD-EPIScr), three Scys C-based (Steven 1, Steven 2, and CKD-EPIScys C), and three Scr-Scys C combination based (Ma,Steven 3, and CKD-EPIScr-Scys C) equationswere included. Bias, P30, and misclassificationrate were applied to compare the applicability of the selected equations.A total of 180 Chinese hematological patients were enrolled. Meanbias, absolute mean bias, P30, misclassificationrate and Bland-Altman plots of the CKD-EPIScr-Scys C equation were 7.90 mL/minute/1.73 m2,17.77 mL/minute/1.73 m2, 73.3%, 38% and79.7 mL/minute/1.73 m2, respectively. CKD-EPIScr-Scys C predicted the most precise eGFR both in lymphomaand leukemia subgroups. Additionally, CKD-EPIScys C equation in rGFR ≧ 90 mL/minute/1.73 m2 subgroup and Steven 2 equation in rGFR<90 mL/minute/1.73 m2 subgroup provided relatively more accurate estimatesin each subgroup.The CKD-EPIScr-Scys C equationcould be recommended to monitor kidney function in blood patients.The accuracy of GFR equations might be closely related with GFR leveland kidney function markers, but not the primary cause of hematopathy.
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Affiliation(s)
| | | | - Weihong Zhao
- . Division of Respiratory Medicine, Department of Geriatrics, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, China
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15
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Wang J, Xie P, Huang JM, Qu Y, Zhang F, Wei LG, Fu P, Huang XJ. The new Asian modified CKD-EPI equation leads to more accurate GFR estimation in Chinese patients with CKD. Int Urol Nephrol 2016. [PMID: 27488612 DOI: 10.1007/s11255-16-1386-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE To verify whether the new Asian modified CKD-EPI equation improved the performance of original one in determining GFR in Chinese patients with CKD. METHOD A well-designed paired cohort was set up. Measured GFR (mGFR) was the result of 99mTc-diethylene triamine pentaacetic acid (99mTc-DTPA) dual plasma sample clearance method. The estimated GFR (eGFR) was the result of the CKD-EPI equation (eGFR1) and the new Asian modified CKD-EPI equation (eGFR2). The comparisons were performed to evaluate the superiority of the eGFR2 in bias, accuracy, precision, concordance correlation coefficient and the slope of regression equation and measure agreement. RESULTS A total of 195 patients were enrolled and analyzed. The new Asian modified CKD-EPI equation improved the performance of the original one in bias and accuracy. However, nearly identical performance was observed in the respect of precision, concordance correlation coefficient, slope of eGFR against mGFR and 95 % limit of agreement. In the subgroup of GFR < 60 mL min-1/1.73 m2, the bias of eGFR1 was less than eGFR2 but they have comparable precision and accuracy. In the subgroup of GFR > 60 mL min-1/1.73 m2, eGFR2 performed better than eGFR1 in terms of bias and accuracy. CONCLUSION The new Asian modified CKD-EPI equation can lead to more accurate GFR estimation in Chinese patients with CKD in general practice, especially in the higher GFR group.
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Affiliation(s)
- Jinghua Wang
- Department of Nephrology, Bethune International Peace Hospital, No. 398 of Zhongshan Western Road, Shijiazhuang, Hebei Province, People's Republic of China
| | - Peng Xie
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China.
| | - Jian-Min Huang
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Yan Qu
- Department of Research, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Fang Zhang
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Ling-Ge Wei
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Peng Fu
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Xiao-Jie Huang
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
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Wang J, Xie P, Huang JM, Qu Y, Zhang F, Wei LG, Fu P, Huang XJ. The new Asian modified CKD-EPI equation leads to more accurate GFR estimation in Chinese patients with CKD. Int Urol Nephrol 2016; 48:2077-2081. [PMID: 27488612 DOI: 10.1007/s11255-016-1386-9] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Accepted: 07/26/2016] [Indexed: 11/24/2022]
Abstract
OBJECTIVE To verify whether the new Asian modified CKD-EPI equation improved the performance of original one in determining GFR in Chinese patients with CKD. METHOD A well-designed paired cohort was set up. Measured GFR (mGFR) was the result of 99mTc-diethylene triamine pentaacetic acid (99mTc-DTPA) dual plasma sample clearance method. The estimated GFR (eGFR) was the result of the CKD-EPI equation (eGFR1) and the new Asian modified CKD-EPI equation (eGFR2). The comparisons were performed to evaluate the superiority of the eGFR2 in bias, accuracy, precision, concordance correlation coefficient and the slope of regression equation and measure agreement. RESULTS A total of 195 patients were enrolled and analyzed. The new Asian modified CKD-EPI equation improved the performance of the original one in bias and accuracy. However, nearly identical performance was observed in the respect of precision, concordance correlation coefficient, slope of eGFR against mGFR and 95 % limit of agreement. In the subgroup of GFR < 60 mL min-1/1.73 m2, the bias of eGFR1 was less than eGFR2 but they have comparable precision and accuracy. In the subgroup of GFR > 60 mL min-1/1.73 m2, eGFR2 performed better than eGFR1 in terms of bias and accuracy. CONCLUSION The new Asian modified CKD-EPI equation can lead to more accurate GFR estimation in Chinese patients with CKD in general practice, especially in the higher GFR group.
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Affiliation(s)
- Jinghua Wang
- Department of Nephrology, Bethune International Peace Hospital, No. 398 of Zhongshan Western Road, Shijiazhuang, Hebei Province, People's Republic of China
| | - Peng Xie
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China.
| | - Jian-Min Huang
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Yan Qu
- Department of Research, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Fang Zhang
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Ling-Ge Wei
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Peng Fu
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Xiao-Jie Huang
- Institute of Nuclear Medicine, The Third Hospital, Hebei Medical University, No. 139 Ziqiang Road, Qiaoxi District, Shijiazhuang, 050051, Hebei, People's Republic of China
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The modified CKD-EPI equation may be not more accurate than CKD-EPI equation in determining glomerular filtration rate in Chinese patients with chronic kidney disease. J Nephrol 2016; 30:397-402. [DOI: 10.1007/s40620-016-0307-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2015] [Accepted: 03/29/2016] [Indexed: 10/22/2022]
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Comparison of glomerular filtration rate measured between anterior and posterior image processing using Gates' method in an ectopic pelvic kidney. Nucl Med Commun 2016; 37:519-24. [PMID: 26867167 PMCID: PMC4819896 DOI: 10.1097/mnm.0000000000000473] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Objective The aim of this study was to evaluate the difference in measured glomerular filtration rate (GFR) of an ectopic pelvic kidney between anterior and posterior image processing using Gates’ method of renal dynamic imaging. Methods A total of 10 patients were studied retrospectively, with a single ectopic kidney in the pelvic cavity and a contralateral kidney at its normal anatomical position confirmed by ultrasound, computed tomography, renal dynamic imaging, etc. All images of ectopic kidneys were processed, and GFRs were measured using anterior and posterior Gates’ method of renal dynamic imaging, respectively. The contralateral normal kidney was only processed on posterior imaging. The total GFRant of one patient, which was equal to the sum of the GFR of a normal kidney on posterior imaging and the GFR of an ectopic kidney on anterior imaging, was compared with the total GFRpost of two kidneys on posterior imaging, with the GFRtwo-sample from the two-sample method, and with the estimated GFR in the Chronic Kidney Disease Epidemiology Collaboration equation. All correlation analyses were carried out between GFRs obtained from three methods, and all patients were followed up. For statistical analysis, nonparametric rank tests were used, Bland-Altman graphs were plotted. Results The mean GFR of the ectopic kidney on anterior imaging was 27.48±12.24 ml/min/1.73 m2. It was higher than the GFR (10.71±4.74 ml/min/1.73 m2) on posterior imaging (t=−2.803, P<0.05). There were statistical differences between the total GFRant and the total GFRtwo-sample (Z=−2.295, P<0.05), between the total GFRant and the total GFRpost (Z=2.599, P<0.01), between the total GFRtwo-sample and the total GFRpost (Z=−2.191, P<0.05), and between the total GFRant and the estimated glomerular filtration rate (Z=−2.803, P<0.01). The bias of the total GFRant was different from that of the total GFRpost (Z=−2.191, P<0.05). There were no differences in the precision and accuracy within 30% of the total GFRant and that of the total GFRpost (precision: F=0.351, P>0.05), but there were statistical differences in the accuracy within 10% of the total GFRant and that of the total GFRpost (P<0.05). Conclusion The GFR measured using Gates’ method of anterior image processing was more accurate than the GFR obtained on posterior image processing in reflecting the function of an ectopic pelvic kidney in renal dynamic imaging.
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Du Y, Sun TT, Hou L, Guo JJ, Wang XL, Wu YB. Applicability of various estimation formulas to assess renal function in Chinese children. World J Pediatr 2015; 11:346-51. [PMID: 25447632 DOI: 10.1007/s12519-014-0532-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Accepted: 11/27/2013] [Indexed: 10/24/2022]
Abstract
BACKGROUND This study was to evaluate the relative applicability of the most commonly used estimation formulas for renal glomerular filtration rate (GFR) of Chinese children with chronic kidney disease (CKD). METHODS One hundred CKD patients of less than 17 years old were divided into two groups by sex which was further categorized into five subgroups based on CKD staging according to the "reference" GFR (rGFR) determined by Tc-99m-DTPA renal dynamic imaging. Four GFR markers including serum cystatin C (CysC), β2-microglobulin, creatinine, and blood urea nitrogen were measured. RESULTS Among all four markers, CysC best reflected the extent of glomerular damages for CKD stage 1. The value for estimation of GFR (eGFR) was derived from five different formulas either over-estimated or underestimated GFR as referenced to rGFR, and the extent of deviations was dependent on gender, age and CKD stage. The Counahan-Barratt formula and the Schwartz formula gave the most accurate estimations of GFR for CKD stages 1 and 2-3, respectively regardless of gender and age differences. Receiver operating characteristic analyses indicated that the Counahan-Barratt formula has the highest diagnostic accuracy. CONCLUSION The Counahan-Barratt formula provides the best approximation to rGFR, thereby the highest applicability to Chinese children with CKD of different genders, ages and CKD stages.
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Affiliation(s)
- Yue Du
- , Shenyang, China. .,Pediatric Nephrology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China.
| | - Ting-Ting Sun
- , Shenyang, China.,Pediatric Nephrology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China
| | - Ling Hou
- , Shenyang, China.,Pediatric Nephrology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China
| | - Jin-Jie Guo
- , Shenyang, China.,Pediatric Nephrology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China
| | - Xiu-Li Wang
- , Shenyang, China.,Pediatric Nephrology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China
| | - Yu-Bin Wu
- , Shenyang, China.,Pediatric Nephrology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China
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Qi Y, Hu P, Xie Y, Wei K, Jin M, Ma G, Li Q, Xu B, Chen X. Glomerular filtration rate measured by (99m) Tc-DTPA renal dynamic imaging is significantly lower than that estimated by the CKD-EPI equation in horseshoe kidney patients. Nephrology (Carlton) 2015; 21:499-505. [PMID: 26517584 PMCID: PMC5111751 DOI: 10.1111/nep.12663] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Revised: 10/03/2015] [Accepted: 10/25/2015] [Indexed: 11/26/2022]
Abstract
AIM Gate's glomerular filtration rate (gGFR) measured by (99m) Tc-DTPA renal dynamic imaging and estimated GFR (eGFR) estimated by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation are two indexes used to evaluate renal function. However, little is known about whether gGFR can be used to accurately assess renal function in horseshoe kidney (HSK) patients with renal fusion anomalies. METHODS Nineteen HSK patients (HSK group) diagnosed by renal imaging and 38 CKD patients with "normal kidney shape" (non-HSK group) matched to the HSK patients in terms of gender, age and biochemical indicators at Chinese PLA General Hospital were enrolled in this study. Gender, age, serum total protein (TP), albumin (ALB), blood urea nitrogen (BUN), serum creatinine (Scr), gGFR and eGFR were recorded and analyzed using χ(2) test, t-test, and Wilcoxon test which was presented as median(IQR). RESULTS (1) There were no significant differences in gender, age, TP, ALB, BUN, Scr, or eGFR between these two groups. (2) In HSK patients, the renogram showed abnormal renal axis with the lower poles orientated medially. The timed uptake curve showed that the isotope excretion in the HSK group was slower than that in the non-HSK group. (3) For all HSK patients, gGFR was significantly lower than eGFR (range -12.52 mL/min per 1.73m(2) to -93.18 mL/min per 1.73m(2) ). There was no significant difference in eGFR between the HSK [96.42 (36.02) mL/min per 1.73 m(2) ] and non-HSK groups [94.46 (33.00) mL/min per 1.73 m(2) ]. The gGFR of the HSK group [41.18 (16.60) mL/min per 1.73m(2) ] was much lower than that of the non-HSK group [86.42(26.40) mL/min per 1.73m(2) , P < 0.001] and the eGFR of the HSK group (P < 0.001). The gGFR and eGFR of the non-HSK group were not significantly different. CONCLUSION gGFR measured by (99m) Tc-DTPA renal dynamic imaging is significantly lower than eGFR estimated by the CKD-EPI equation, which indicates that isotope renogram cannot accurately evaluate the GFR of HSK patients.
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Affiliation(s)
- Yan Qi
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, City
| | - Panpan Hu
- Department of Nephrology, Civil Aviation General Hospital, Beijing, City
| | - Yuansheng Xie
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, City
| | - Kai Wei
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, City.,Medical College, Nankai University, Tianjin, China
| | - Meiling Jin
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, City.,Medical College, Nankai University, Tianjin, China
| | - Guangyu Ma
- Department of Nuclear Medicine, Chinese PLA General Hospital, Beijing, China
| | - Qinggang Li
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, City
| | - Baixuan Xu
- Department of Nuclear Medicine, Chinese PLA General Hospital, Beijing, China
| | - Xiangmei Chen
- Department of Nephrology, Chinese PLA General Hospital, Chinese PLA Institute of Nephrology, State Key Laboratory of Kidney Diseases, National Clinical Research Center for Kidney Diseases, Beijing, City
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Improved glomerular filtration rate estimation using new equations combined with standardized cystatin C and creatinine in Chinese adult chronic kidney disease patients. Clin Biochem 2014; 47:1220-6. [PMID: 24886770 DOI: 10.1016/j.clinbiochem.2014.05.060] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2014] [Revised: 05/20/2014] [Accepted: 05/21/2014] [Indexed: 01/08/2023]
Abstract
OBJECTIVES The newly developed glomerular filtration rate (GFR)-estimating equations developed by the CKD-EPI Collaboration and Feng et al. (2013) that are based on standardized serum cystatin C (ScysC), combined/not combined with serum creatinine (Scr), require further validation in China. We compared the performance of four new equations (CKD-EPIcys, CKD-EPIcr-cys, Fengcys, and Fengcr-cys equations) with the CKD-EPI creatinine equation (CKD-EPIcr) in adult Chinese chronic kidney disease (CKD) patients to clarify their clinical application. DESIGN AND METHODS GFR was measured using the dual plasma sampling (99m)Tc-DTPA method (mGFR) in 252 adult CKD patients enrolled from four centres. Scr and ScysC were measured by standardized assays in a central laboratory. Each equation's performance was assessed using bias, precision, accuracy, agreement, and correct classification of the CKD stage. RESULTS The measured GFR was 46 [25-83] mL/min per 1.73 m(2). The CKD-EPIcys, CKD-EPIcr-cys and Fengcys equations provided significantly higher accuracy (P15: 38.9%, 39.7%, and 38.9%) than the CKD-EPIcr equation (29.8%). The CKD-EPIcr-cys and Fengcr-cys equations presented higher precision (IQR of the difference, 16.4 and 17.3 mL/min per 1.73 m(2), respectively) and narrower acceptable limits in Bland-Altman analysis (56.6 and 50.8 mL/min per 1.73 m(2), respectively) than single marker-based equations. The CKD-EPIcr-cys equation achieved the highest overall correct proportion (61.5%) in classification of CKD stages. CONCLUSIONS Combining ScysC and Scr measurements for GFR estimation improves diagnostic performance. The Scr-ScysC equation showed better performance than equations based on either marker alone. The CKD-EPIcr-cys equation showed the best performance for GFR estimation in Chinese adult CKD patients.
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Liu X, Wang Y, Wang C, Shi C, Cheng C, Chen J, Ma H, Lv L, Li L, Lou T. A new equation to estimate glomerular filtration rate in Chinese elderly population. PLoS One 2013; 8:e79675. [PMID: 24244543 PMCID: PMC3823564 DOI: 10.1371/journal.pone.0079675] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Accepted: 10/02/2013] [Indexed: 11/18/2022] Open
Abstract
Background We sought to develop a new equation to estimate glomerular filtration rate (GFR) in Chinese elderly population. Methods A total of 668 Chinese elderly participants, including the development cohort (n = 433), the validation cohort (n = 235) were enrolled. The new equation using the generalized additive model, and age, gender, serum creatinine as predictor variables was developed and the performances was compared with the CKD-EPI equation. Results In the validation data set, both bias and precision were improved with the new equation, as compared with the CKD-EPI equation (median difference, −1.5 ml/min/1.73 m2 vs. 7.4 ml/min/1.73 m2 for the new equation and the CKD-EPI equation, [P<0.001]; interquartile range [IQR] for the difference, 16.2 ml/min/1.73 m2 vs. 19.0 ml/min/1.73 m2 [P<0.001]), as were accuracies (15% accuracy, 40.4% vs. 30.6% [P = 0.02]; 30% accuracy, 71.1% vs. 47.2%, [P<0.001]; 50% accuracy, 90.2% vs. 75.7%, [P<0.001]), allowing improvement in GFR categorization (GFR category misclassification rate, 37.4% vs. 53.2% [P = <0.001]). Conclusions A new equation was developed in Chinese elderly population. In the validation data set, the new equation performed better than the original CKD-EPI equation. The new equation needs further external validations. Calibration of the GFR referent standard to a more accurate one should be an useful way to improve the performance of GFR estimating equations.
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Affiliation(s)
- Xun Liu
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- College of Biomedical Engineering, South China University of Technology, Guangzhou, China
| | - Yanni Wang
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Cheng Wang
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Chenggang Shi
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Cailian Cheng
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jinxia Chen
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Huijuan Ma
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Linsheng Lv
- Operating Room, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Lin Li
- Department of Laboratory Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- * E-mail: (TL); (LL)
| | - Tanqi Lou
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- * E-mail: (TL); (LL)
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Liu X, Ma H, Huang H, Wang C, Tang H, Li M, Wang Y, Lou T. Is the Chronic Kidney Disease Epidemiology Collaboration creatinine-cystatin C equation useful for glomerular filtration rate estimation in the elderly? Clin Interv Aging 2013; 8:1387-91. [PMID: 24143084 PMCID: PMC3797613 DOI: 10.2147/cia.s52774] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background We aimed to evaluate the performance of the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) creatinine–cystatin C equation in a cohort of elderly Chinese participants. Materials and methods Glomerular filtration rate (GFR) was measured in 431 elderly Chinese participants by the technetium-99m diethylene-triamine-penta-acetic acid (99mTc-DTPA) renal dynamic imaging method, and was calibrated equally to the dual plasma sample 99mTc-DTPA-GFR. Performance of the CKD-EPI creatinine–cystatin C equation was compared with the Cockcroft–Gault equation, the re-expressed 4-variable Modification of Diet in Renal Disease (MDRD) equation, and the CKD-EPI creatinine equation. Results Although the bias of the CKD-EPI creatinine–cystatin C equation was greater than with the other equations (median difference, 5.7 mL/minute/1.73 m2 versus a range from 0.4–2.5 mL/minute/1.73 m2; P<0.001 for all), the precision was improved with the CKD-EPI creatinine–cystatin C equation (interquartile range for the difference, 19.5 mL/minute/1.73 m2 versus a range from 23.0–23.6 mL/minute/1.73 m2; P<0.001 for all comparisons), leading to slight improvement in accuracy (median absolute difference, 10.5 mL/minute/1.73 m2 versus 12.2 and 11.4 mL/minute/1.73 m2 for the Cockcroft–Gault equation and the re-expressed 4-variable MDRD equation, P=0.04 for both; 11.6 mL/minute/1.73 m2 for the CKD-EPI creatinine equation, P=0.11), as the optimal scores of performance (6.0 versus a range from 1.0–2.0 for the other equations). Higher GFR category and diabetes were independent factors that negatively correlated with the accuracy of the CKD-EPI creatinine–cystatin C equation (β=−0.184 and −0.113, P<0.001 and P=0.02, respectively). Conclusion Compared with the creatinine-based equations, the CKD-EPI creatinine–cystatin C equation is more suitable for the elderly Chinese population. However, the cost-effectiveness of the CKD-EPI creatinine–cystatin C equation for clinical use should be considered.
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Affiliation(s)
- Xun Liu
- Division of Nephrology, Department of Internal Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People's Republic of China ; College of Biology Engineering, South China University of Technology, Guangzhou, People's Republic of China
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Estimation of glomerular filtration rate by a radial basis function neural network in patients with type-2 diabetes mellitus. BMC Nephrol 2013; 14:181. [PMID: 23988079 PMCID: PMC3766235 DOI: 10.1186/1471-2369-14-181] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2012] [Accepted: 08/12/2013] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Accurate and precise estimates of glomerular filtration rate (GFR) are essential for clinical assessments, and many methods of estimation are available. We developed a radial basis function (RBF) network and assessed the performance of this method in the estimation of the GFRs of 207 patients with type-2 diabetes and CKD. METHODS Standard GFR (sGFR) was determined by (99m)Tc-DTPA renal dynamic imaging and GFR was also estimated by the 6-variable MDRD equation and the 4-variable MDRD equation. RESULTS Bland-Altman analysis indicated that estimates from the RBF network were more precise than those from the other two methods for some groups of patients. However, the median difference of RBF network estimates from sGFR was greater than those from the other two estimates, indicating greater bias. For patients with stage I/II CKD, the median absolute difference of the RBF network estimate from sGFR was significantly lower, and the P50 of the RBF network estimate (n = 56, 87.5%) was significantly higher than that of the MDRD-4 estimate (n = 49, 76.6%) (p < 0.0167), indicating that the RBF network estimate provided greater accuracy for these patients. CONCLUSIONS In patients with type-2 diabetes mellitus, estimation of GFR by our RBF network provided better precision and accuracy for some groups of patients than the estimation by the traditional MDRD equations. However, the RBF network estimates of GFR tended to have greater bias and higher than those indicated by sGFR determined by (99m)Tc-DTPA renal dynamic imaging.
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