GFR Estimation Using a Panel of Filtration Markers in Shanghai and Beijing

Rationale & Objectives: Estimated glomerular filtration rate (eGFR) using creatinine and cystatin C (eGFRcr-cys) may be less accurate compared to measured GFR (mGFR) in China than in North America, Europe, and Australia due to variation across regions in their non-GFR determinants. The non-GFR d...

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Main Authors: Nan Chen, Hao Shi, Luxia Zhang, Li Zuo, Jingyuan Xie, Danshu Xie, Amy B. Karger, Shiyuan Miao, Hong Ren, Wen Zhang, Weiming Wang, Yujing Pan, Wei Minji, Zhun Sui, Aghogho Okparavero, Andrew Simon, Juhi Chaudhari, John H. Eckfeldt, Lesley A. Inker, Andrew S. Levey
Format: Article
Language:English
Published: Elsevier 2020-03-01
Series:Kidney Medicine
Online Access:http://www.sciencedirect.com/science/article/pii/S2590059520300066
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author Nan Chen
Hao Shi
Luxia Zhang
Li Zuo
Jingyuan Xie
Danshu Xie
Amy B. Karger
Shiyuan Miao
Hong Ren
Wen Zhang
Weiming Wang
Yujing Pan
Wei Minji
Zhun Sui
Aghogho Okparavero
Andrew Simon
Juhi Chaudhari
John H. Eckfeldt
Lesley A. Inker
Andrew S. Levey
spellingShingle Nan Chen
Hao Shi
Luxia Zhang
Li Zuo
Jingyuan Xie
Danshu Xie
Amy B. Karger
Shiyuan Miao
Hong Ren
Wen Zhang
Weiming Wang
Yujing Pan
Wei Minji
Zhun Sui
Aghogho Okparavero
Andrew Simon
Juhi Chaudhari
John H. Eckfeldt
Lesley A. Inker
Andrew S. Levey
GFR Estimation Using a Panel of Filtration Markers in Shanghai and Beijing
Kidney Medicine
author_facet Nan Chen
Hao Shi
Luxia Zhang
Li Zuo
Jingyuan Xie
Danshu Xie
Amy B. Karger
Shiyuan Miao
Hong Ren
Wen Zhang
Weiming Wang
Yujing Pan
Wei Minji
Zhun Sui
Aghogho Okparavero
Andrew Simon
Juhi Chaudhari
John H. Eckfeldt
Lesley A. Inker
Andrew S. Levey
author_sort Nan Chen
title GFR Estimation Using a Panel of Filtration Markers in Shanghai and Beijing
title_short GFR Estimation Using a Panel of Filtration Markers in Shanghai and Beijing
title_full GFR Estimation Using a Panel of Filtration Markers in Shanghai and Beijing
title_fullStr GFR Estimation Using a Panel of Filtration Markers in Shanghai and Beijing
title_full_unstemmed GFR Estimation Using a Panel of Filtration Markers in Shanghai and Beijing
title_sort gfr estimation using a panel of filtration markers in shanghai and beijing
publisher Elsevier
series Kidney Medicine
issn 2590-0595
publishDate 2020-03-01
description Rationale & Objectives: Estimated glomerular filtration rate (eGFR) using creatinine and cystatin C (eGFRcr-cys) may be less accurate compared to measured GFR (mGFR) in China than in North America, Europe, and Australia due to variation across regions in their non-GFR determinants. The non-GFR determinants of β2-microglobulin (B2M) and β-trace protein (BTP) differ from those of creatinine and cystatin C. Thus, the average eGFR using all 4 markers (eGFRavg) could be more accurate than eGFRcr-cys in China. Study Design: Diagnostic test study. Setting & Participants: 1,066 participants in Shanghai and Beijing with creatinine and cystatin C and 666 participants with all 4 filtration markers. Tests Compared: Index tests were previously developed equations for eGFR using creatinine, cystatin C, B2M, and BTP and combinations. The reference test was mGFR using plasma clearance of iohexol. We compared the performance of eGFRavg to eGFRcr-cys using the proportion of participants with errors in eGFR >30% of mGFR (1 − P30) and root mean square error (RMSE) of the regression of eGFR on mGFR on the logarithmic scale. We also compared classification and reclassification of mGFR categories using eGFRavg compared to eGFRcr-cys. Outcomes: Accuracy was significantly better for eGFRavg (1 − P30 of 10.4% and RMSE of 0.214) compared to eGFRcr-cys (1 − P30 of 13.8% and RMSE of 0.232; P = 0.004 and P = 0.006, respectively). However, improvements in accuracy did not generally translate into significant improvement in classification or reclassification of mGFR categories. Limitations: Study population may not be generalizable to clinical settings other than large urban medical centers in China. Conclusions: A panel of endogenous filtration markers including B2M and BTP in addition to creatinine and cystatin C may improve GFR estimation in China. Further study is necessary to determine whether GFR estimation using B2M and BTP can be improved and whether these improvements lead to useful clinical applications. Index Words: Estimated GFR, China, creatinine, cystatin C, beta-2 microglobulin, beta-trace protein
url http://www.sciencedirect.com/science/article/pii/S2590059520300066
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spelling doaj-ede7e70e0be64359a4bc8be046fbc1ed2020-11-25T02:54:35ZengElsevierKidney Medicine2590-05952020-03-0122172180GFR Estimation Using a Panel of Filtration Markers in Shanghai and BeijingNan Chen0Hao Shi1Luxia Zhang2Li Zuo3Jingyuan Xie4Danshu Xie5Amy B. Karger6Shiyuan Miao7Hong Ren8Wen Zhang9Weiming Wang10Yujing Pan11Wei Minji12Zhun Sui13Aghogho Okparavero14Andrew Simon15Juhi Chaudhari16John H. Eckfeldt17Lesley A. Inker18Andrew S. Levey19Department of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaRenal Division, Department of Medicine, Peking University First Hospital, Peking University Institute of Nephrology, Beijing, China; Peking University, Center for Data Science in Health and Medicine, Beijing, ChinaDepartment of Nephrology, Peking University People's Hospital, Beijing, ChinaDepartment of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MNDivision of Nephrology, Tufts Medical Center, Boston, MADepartment of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Nephrology, Institute of Nephrology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaRenal Division, Department of Medicine, Peking University First Hospital, Peking University Institute of Nephrology, Beijing, ChinaInstitute of Clinical Pharmacology, Peking University First Hospital, Beijing, ChinaDepartment of Nephrology, Peking University People's Hospital, Beijing, ChinaDivision of Nephrology, Tufts Medical Center, Boston, MADivision of Nephrology, Tufts Medical Center, Boston, MADivision of Nephrology, Tufts Medical Center, Boston, MADepartment of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MNDivision of Nephrology, Tufts Medical Center, Boston, MADivision of Nephrology, Tufts Medical Center, Boston, MA; Address for Correspondence: Andrew S. Levey, MD, Division of Nephrology, Tufts Medical Center, 800 Washington St, Box#391, Boston, MA 02111.Rationale & Objectives: Estimated glomerular filtration rate (eGFR) using creatinine and cystatin C (eGFRcr-cys) may be less accurate compared to measured GFR (mGFR) in China than in North America, Europe, and Australia due to variation across regions in their non-GFR determinants. The non-GFR determinants of β2-microglobulin (B2M) and β-trace protein (BTP) differ from those of creatinine and cystatin C. Thus, the average eGFR using all 4 markers (eGFRavg) could be more accurate than eGFRcr-cys in China. Study Design: Diagnostic test study. Setting & Participants: 1,066 participants in Shanghai and Beijing with creatinine and cystatin C and 666 participants with all 4 filtration markers. Tests Compared: Index tests were previously developed equations for eGFR using creatinine, cystatin C, B2M, and BTP and combinations. The reference test was mGFR using plasma clearance of iohexol. We compared the performance of eGFRavg to eGFRcr-cys using the proportion of participants with errors in eGFR >30% of mGFR (1 − P30) and root mean square error (RMSE) of the regression of eGFR on mGFR on the logarithmic scale. We also compared classification and reclassification of mGFR categories using eGFRavg compared to eGFRcr-cys. Outcomes: Accuracy was significantly better for eGFRavg (1 − P30 of 10.4% and RMSE of 0.214) compared to eGFRcr-cys (1 − P30 of 13.8% and RMSE of 0.232; P = 0.004 and P = 0.006, respectively). However, improvements in accuracy did not generally translate into significant improvement in classification or reclassification of mGFR categories. Limitations: Study population may not be generalizable to clinical settings other than large urban medical centers in China. Conclusions: A panel of endogenous filtration markers including B2M and BTP in addition to creatinine and cystatin C may improve GFR estimation in China. Further study is necessary to determine whether GFR estimation using B2M and BTP can be improved and whether these improvements lead to useful clinical applications. Index Words: Estimated GFR, China, creatinine, cystatin C, beta-2 microglobulin, beta-trace proteinhttp://www.sciencedirect.com/science/article/pii/S2590059520300066