TY - JOUR
T1 - Evaluation of Variation in the Performance of GFR Slope as a Surrogate End Point for Kidney Failure in Clinical Trials that Differ by Severity of CKD
AU - Collier, Willem
AU - Inker, Lesley A.
AU - Haaland, Benjamin
AU - Appel, Gerald B.
AU - Badve, Sunil V.
AU - Caravaca-Fontán, Fernando
AU - Chalmers, John
AU - Floege, Jürgen
AU - Goicoechea, Marian
AU - Imai, Enyu
AU - Jafar, Tazeen H.
AU - Lewis, Julia B.
AU - Li, Philip K. T.
AU - Locatelli, Francesco
AU - Maes, Bart D.
AU - Neuen, Brendon L.
AU - Perrone, Ronald D.
AU - Remuzzi, Giuseppe
AU - Schena, Francesco P.
AU - Wanner, Christoph
AU - Heerspink, Hiddo J.Lambers
AU - Greene, Tom
AU - Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI)
AU - Estacio, Raymond O.
AU - Woodward, Mark
AU - Parving, Hans Henry
AU - Canetta, Pietro
AU - Brenner, Barry M.
AU - Barrett, Brendan
AU - Neal, Bruce
AU - Perkovic, Vlado
AU - Mahaffey, Kenneth W.
AU - Johnson, David
AU - Jardine, Meg
AU - Fervenza, Fernando
AU - Von Eynatten, Maximilian
AU - Verde, Eduardo
AU - Verdalles, Ursula
AU - Arroyo, David
AU - Chapman, Arlene
AU - Torres, Vincent
AU - Yu, Alan
AU - Brosnahan, Godela
AU - Hannedouche, Thierry
AU - Chow, Kaiming
AU - Szeto, Cheuk-Chun
AU - Leung, Chi-Bon
AU - Xie, Di
AU - Hou, Fan Fan
AU - Dwyer, Jamie
AU - Pohl, Marc
AU - Raz, Itamar
AU - Hunsicker, Lawrence
AU - Becker, Gavin J.
AU - Katafuchi, Ritsuko
AU - Vanacker, An
AU - Malfait, Thomas
AU - Maschio, Giuseppe
AU - Van den Brand, Jan
AU - Wetzels, Jack F.M.
AU - Blankestijn, Peter
AU - van Zuilen, Arjan
AU - Kobayashi, Fumiaki
AU - Makino, Hirofumi
AU - Chan, Juliana C.N.
AU - Passerini, Patrizia
AU - Del Vecchio, Lucia
AU - Andrulli, Simeone
AU - Pozzi, Claudio
AU - Casartelli, Donatella
AU - Praga, Manuel
AU - Trujillo, Hernando
AU - Cavero, Teresa
AU - Sevillano, Angel
AU - Ruggenenti, Piero
AU - Perna, Annalisa
AU - Carrara, Fabiola
AU - Gherardi, Giulia
AU - Keane, William F.
AU - Manno, Carlo
AU - Haynes, Richard
AU - Herrington, William G.
AU - Baigent, Colin
AU - Landray, Martin
AU - Rauen, Thomas
AU - Seikrit, Claudia
AU - Wied, Stephanie
AU - Toto, Robert D.
AU - de Zeeuw, Dick
AU - de Jong, Paul E.
AU - Saddelli, Mauro
AU - Zucchelli, Pietro
PY - 2023/2
Y1 - 2023/2
N2 - BACKGROUND: The GFR slope has been evaluated as a surrogate end point for kidney failure in meta-analyses on a broad collection of randomized controlled trials (RCTs) in CKD. These analyses evaluate how accurately a treatment effect on GFR slope predicts a treatment effect on kidney failure. We sought to determine whether severity of CKD in the patient population modifies the performance of GFR slope. METHODS: We performed Bayesian meta-regression analyses on 66 CKD RCTs to evaluate associations between effects on GFR slope (the chronic slope and the total slope over 3 years, expressed as mean differences in ml/min per 1.73 m2/yr) and those of the clinical end point (doubling of serum creatinine, GFR <15 ml/min per 1.73 m2, or kidney failure, expressed as a log-hazard ratio), where models allow interaction with variables defining disease severity. We evaluated three measures (baseline GFR in 10 ml/min per 1.73 m2, baseline urine albumin-to-creatinine ratio [UACR] per doubling in mg/g, and CKD progression rate defined as the control arm chronic slope, in ml/min per 1.73 m2/yr) and defined strong evidence for modification when 95% posterior credible intervals for interaction terms excluded zero. RESULTS: There was no evidence for modification by disease severity when evaluating 3-year total slope (95% credible intervals for the interaction slope: baseline GFR [-0.05 to 0.03]; baseline UACR [-0.02 to 0.04]; CKD progression rate [-0.07 to 0.02]). There was strong evidence for modification in evaluations of chronic slope (95% credible intervals: baseline GFR [0.02 to 0.11]; baseline UACR [-0.11 to -0.02]; CKD progression rate [0.01 to 0.15]). CONCLUSIONS: These analyses indicate consistency of the performance of total slope over 3 years, which provides further evidence for its validity as a surrogate end point in RCTs representing varied CKD populations.
AB - BACKGROUND: The GFR slope has been evaluated as a surrogate end point for kidney failure in meta-analyses on a broad collection of randomized controlled trials (RCTs) in CKD. These analyses evaluate how accurately a treatment effect on GFR slope predicts a treatment effect on kidney failure. We sought to determine whether severity of CKD in the patient population modifies the performance of GFR slope. METHODS: We performed Bayesian meta-regression analyses on 66 CKD RCTs to evaluate associations between effects on GFR slope (the chronic slope and the total slope over 3 years, expressed as mean differences in ml/min per 1.73 m2/yr) and those of the clinical end point (doubling of serum creatinine, GFR <15 ml/min per 1.73 m2, or kidney failure, expressed as a log-hazard ratio), where models allow interaction with variables defining disease severity. We evaluated three measures (baseline GFR in 10 ml/min per 1.73 m2, baseline urine albumin-to-creatinine ratio [UACR] per doubling in mg/g, and CKD progression rate defined as the control arm chronic slope, in ml/min per 1.73 m2/yr) and defined strong evidence for modification when 95% posterior credible intervals for interaction terms excluded zero. RESULTS: There was no evidence for modification by disease severity when evaluating 3-year total slope (95% credible intervals for the interaction slope: baseline GFR [-0.05 to 0.03]; baseline UACR [-0.02 to 0.04]; CKD progression rate [-0.07 to 0.02]). There was strong evidence for modification in evaluations of chronic slope (95% credible intervals: baseline GFR [0.02 to 0.11]; baseline UACR [-0.11 to -0.02]; CKD progression rate [0.01 to 0.15]). CONCLUSIONS: These analyses indicate consistency of the performance of total slope over 3 years, which provides further evidence for its validity as a surrogate end point in RCTs representing varied CKD populations.
KW - GFR
KW - surrogate end point
KW - kidney failure
KW - CKD
KW - Bayesian analysis
UR - http://www.scopus.com/inward/record.url?scp=85147723417&partnerID=8YFLogxK
U2 - 10.2215/CJN.0000000000000050
DO - 10.2215/CJN.0000000000000050
M3 - Article
SN - 1555-905X
VL - 18
SP - 183
EP - 192
JO - Clinical journal of the American Society of Nephrology : CJASN
JF - Clinical journal of the American Society of Nephrology : CJASN
IS - 2
ER -