GFR Slope as a Surrogate End Point for Kidney Disease Progression in Clinical Trials: A Meta-Analysis of Treatment Effects of Randomized Controlled Trials

被引:209
作者
Inker, Lesley A. [1 ]
Heerspink, Hiddo J. L. [3 ]
Tighiouart, Hocine [2 ,5 ]
Levey, Andrew S. [1 ]
Coresh, Josef [6 ]
Gansevoort, Ron T. [4 ]
Simon, Andrew L. [1 ]
Ying, Jian [7 ]
Beck, Gerald J. [8 ]
Wanner, Christoph [9 ]
Floege, Juergen [10 ]
Li, Philip Kam-Tao [11 ]
Perkovic, Vlado [12 ]
Vonesh, Edward F. [13 ]
Greene, Tom [7 ]
机构
[1] Tufts Med Ctr, Div Nephrol, 800 Washington St,Box 391, Boston, MA 02111 USA
[2] Tufts Med Ctr, Inst Clin Res & Hlth Policy Studies, Boston, MA 02111 USA
[3] Univ Groningen, Univ Med Ctr Groningen, Dept Clin Pharm & Pharmacol, Groningen, Netherlands
[4] Univ Groningen, Univ Med Ctr Groningen, Dept Nephrol, Groningen, Netherlands
[5] Tufts Univ, Tufts Clin & Translat Sci Inst, Boston, MA 02111 USA
[6] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA
[7] Univ Utah, Dept Internal Med, Div Epidemiol, Salt Lake City, UT 84112 USA
[8] Cleveland Clin, Dept Quantitat Hlth Sci, Cleveland, OH 44106 USA
[9] Univ Hosp Wurzburg, Div Nephrol, Wurzburg, Germany
[10] Rhein Westfal TH Aachen, Div Nephrol, Aachen, Germany
[11] Chinese Univ Hong Kong, Prince Wales Hosp, Div Nephrol, Shatin, Hong Kong, Peoples R China
[12] Univ New South Wales, George Inst Global Hlth, Sydney, NSW, Australia
[13] Northwestern Univ, Dept Prevent Med, Div Biostat, Chicago, IL 60611 USA
来源
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY | 2019年 / 30卷 / 09期
关键词
GLOMERULAR-FILTRATION-RATE; METHYLPREDNISOLONE PLUS CHLORAMBUCIL; BLOOD-PRESSURE CONTROL; IGA NEPHROPATHY; COLLABORATIVE METAANALYSIS; HIGHER ALBUMINURIA; MYCOPHENOLATE-MOFETIL; ACE-INHIBITORS; DOUBLE-BLIND; ALL-CAUSE;
D O I
10.1681/ASN.2019010007
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Background Surrogate end points are needed to assess whether treatments are effective in the early stages of CKD. GFR decline leads to kidney failure, but regulators have not approved using differences in the change in GFR from the beginning to the end of a randomized, controlled trial as an end point in CKD because it is not clear whether small changes in the GFR slope will translate to clinical benefits. Methods To assess the use of GFR slope as a surrogate end point for CKD progression, we performed a meta-analysis of 47 RCTs that tested 12 interventions in 60,620 subjects. We estimated treatment effects on GFR slope (mean difference in GFR slope between the randomized groups), for the total slope starting at baseline, chronic slope starting at 3 months after randomization, and on the clinical end point (doubling of serum creatinine, GFR<15 ml/min per 1.73 m(2), or ESKD) for each study. We used Bayesian mixed-effects analyses to describe the association of treatment effects on GFR slope with the clinical end point and to test how well the GFR slope predicts a treatment's effect on the clinical end point. Results Across all studies, the treatment effect on 3-year total GFR slope (median R-2 =0.97; 95% Bayesian credible interval [BCI], 0.78 to 1.00) and on the chronic slope (R-2 0.96; 95% BCI, 0.63 to 1.00) accurately predicted treatment effects on the clinical end point. With a sufficient sample size, a treatment effect of 0.75 ml/min per 1.73 m(2)/yr or greater on total slope over 3 years or chronic slope predicts a clinical benefit on CKD progress with at least 96% probability. Conclusions With large enough sample sizes, GFR slope may be a viable surrogate for clinical end points in CKD RCTs.
引用
收藏
页码:1735 / 1745
页数:11
相关论文
共 39 条
[1]   Lower estimated glomerular filtration rate and higher albuminuria are associated with mortality and end-stage renal disease. A collaborative meta-analysis of kidney disease population cohorts [J].
Astor, Brad C. ;
Matsushita, Kunihiro ;
Gansevoort, Ron T. ;
van der Velde, Marije ;
Woodward, Mark ;
Levey, Andrew S. ;
de Jong, Paul E. ;
Coresh, Josef .
KIDNEY INTERNATIONAL, 2011, 79 (12) :1331-1340
[2]   Change in albuminuria and subsequent risk of end-stage kidney disease: an individual participant-level consortium meta-analysis of observational studies [J].
Coresh, Josef ;
Heerspink, Hiddoj L. ;
Sang, Yingying ;
Matsushita, Kunihiro ;
Arnlov, Johan ;
Astor, Brad C. ;
Black, Corti ;
Brunskill, Nigel J. ;
Carrero, Juan-Jesus ;
Feldman, Harold, I ;
Fox, Caroline S. ;
Inker, Lesley A. ;
Ishani, Areef ;
Ito, Sadayoshi ;
Jassal, Simerjot ;
Konta, Tsuneo ;
Polkinghorne, Kevan ;
Romundstad, Solfrid ;
Solbu, Marit D. ;
Stempniewicz, Nikita ;
Stengel, Benedicte ;
Tonelli, Marcello ;
Umesawa, Mitsumasa ;
Waikar, Sushruts ;
Wen, Chi-Pang ;
Wetzels, Jack F. M. ;
Woodward, Mark ;
Grams, Morgan E. ;
Kovesdy, Csaba P. ;
Levey, Andrew S. ;
Gansevoort, Ron T. ;
Hallan, Stein ;
Shalev, Varda ;
Chalmers, John ;
Arima, Hisatomi ;
Perkovic, Vlado ;
Levin, Adeera ;
Djurdjev, Ognjenka ;
Tang, Mila ;
Nally, Joseph ;
Navaneethan, Sankar ;
Schold, Jesse ;
Weldegiorgis, Misghina ;
Herrington, William ;
Smith, Margaret ;
Feldman, Harold ;
Hsu, Yenchih ;
Fox, Caroline ;
Hwang, Shih-Jen ;
Chang, Alex R. .
LANCET DIABETES & ENDOCRINOLOGY, 2019, 7 (02) :115-127
[3]   Decline in Estimated Glomerular Filtration Rate and Subsequent Risk of End-Stage Renal Disease and Mortality [J].
Coresh, Josef ;
Turin, Tanvir Chowdhury ;
Matsushita, Kunihiro ;
Sang, Yingying ;
Ballew, Shoshana H. ;
Appel, Lawrence J. ;
Arima, Hisatomi ;
Chadban, Steven J. ;
Cirillo, Massimo ;
Djurdjev, Ognjenka ;
Green, Jamie A. ;
Heine, Gunnar H. ;
Inker, Lesley A. ;
Irie, Fujiko ;
Ishani, Areef ;
Ix, Joachim H. ;
Kovesdy, Csaba P. ;
Marks, Angharad ;
Ohkubo, Takayoshi ;
Shalev, Varda ;
Shankar, Anoop ;
Wen, Chi Pang ;
de Jong, Paul E. ;
Iseki, Kunitoshi ;
Stengel, Benedicte ;
Gansevoort, Ron T. ;
Levey, Andrew S. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2014, 311 (24) :2518-2531
[4]  
Estacio RO, 2000, DIABETES CARE, V23, pB54
[5]   Mycophenolate mofetil (MMF) vs placebo in patients with moderately advanced IgA nephropathy:: a double-blind randomized controlled trial [J].
Frisch, G ;
Lin, J ;
Rosenstock, J ;
Markowitz, G ;
D'Agati, V ;
Radhakrishnan, J ;
Preddie, D ;
Crew, J ;
Valeri, A ;
Appel, G .
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2005, 20 (10) :2139-2145
[6]   Lower estimated GFR and higher albuminuria are associated with adverse kidney outcomes. A collaborative meta-analysis of general and high-risk population cohorts [J].
Gansevoort, Ron T. ;
Matsushita, Kunihiro ;
van der Velde, Marije ;
Astor, Brad C. ;
Woodward, Mark ;
Levey, Andrew S. ;
de Jong, Paul E. ;
Coresh, Josef .
KIDNEY INTERNATIONAL, 2011, 80 (01) :93-104
[7]   Design and statistical aspects of the African American Study of Kidney Disease and Hypertension (AASK) [J].
Gassman, JJ ;
Greene, T ;
Wright, JT ;
Agodoa, L ;
Bakris, G ;
Beck, GJ ;
Douglas, J ;
Jamerson, K ;
Lewis, J ;
Kutner, M ;
Randall, OS ;
Wang, SR .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2003, 14 (07) :S154-S165
[8]   Evaluating Glomerular Filtration Rate Slope as a Surrogate End Point for ESKD in Clinical Trials: An Individual Participant Meta-Analysis of Observational Data [J].
Grams, Morgan E. ;
Sang, Yingying ;
Ballew, Shoshana H. ;
Matsushita, Kunihiro ;
Astor, Brad C. ;
Carrero, Juan Jesus ;
Chang, Alex R. ;
Inker, Lesley A. ;
Kenealy, Timothy ;
Kovesdy, Csaba P. ;
Lee, Brian J. ;
Levin, Adeera ;
Naimark, David ;
Pena, Michelle J. ;
Schold, Jesse D. ;
Shalev, Varda ;
Wetzels, Jack F. M. ;
Woodward, Mark ;
Gansevoort, Ron T. ;
Levey, Andrew S. ;
Coresh, Josef .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2019, 30 (09) :1746-1755
[9]   Performance of GFR Slope as a Surrogate End Point for Kidney Disease Progression in Clinical Trials: A Statistical Simulation [J].
Greene, Tom ;
Ying, Jian ;
Vonesh, Edward F. ;
Tighiouart, Hocine ;
Levey, Andrew S. ;
Coresh, Josef ;
Herrick, Jennifer S. ;
Imai, Enyu ;
Jafar, Tazeen H. ;
Maes, Bart D. ;
Perrone, Ronald D. ;
del Vecchio, Lucia ;
Wetzels, Jack F. M. ;
Heerspink, Hiddo J. L. ;
Inker, Lesley A. .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2019, 30 (09) :1756-1769
[10]   GFR Decline as an Alternative End Point to Kidney Failure in Clinical Trials: A Meta-analysis of Treatment Effects From 37 Randomized Trials [J].
Inker, Lesley A. ;
Heerspink, Hiddo J. Lambers ;
Mondal, Hasi ;
Schmid, Christopher H. ;
Tighiouart, Hocine ;
Noubary, Farzad ;
Coresh, Josef ;
Greene, Tom ;
Levey, Andrew S. .
AMERICAN JOURNAL OF KIDNEY DISEASES, 2014, 64 (06) :848-859