Mediators of the effects of canagliflozin on kidney protection in patients with type 2 diabetes

被引:105
作者
Li, JingWei [1 ,2 ,3 ]
Neal, Bruce [1 ,4 ,5 ]
Perkoyic, Vlado [1 ]
de Zeeuw, Dick [6 ]
Neuen, Brendon L. [1 ]
Arnott, Clare [1 ,4 ,7 ]
Simpson, Roger [8 ]
Oh, Richard [8 ]
Mahaffey, Kenneth W. [9 ]
Heerspink, Hiddo J. L. [1 ,4 ,6 ]
机构
[1] Univ New South Wales Sydney, George Inst Global Hlth, Sydney, NSW, Australia
[2] Army Mil Med Univ, Xinqiao Hosp, Dept Cardiol, Chongqing, Peoples R China
[3] Peoples Liberat Army Gen Hosp, Dept Cardiol, Beijing, Peoples R China
[4] Univ New South Wales, Sydney, NSW, Australia
[5] Imperial Coll London, London, England
[6] Univ Groningen, Univ Med Ctr, Dept Clin Pharm & Pharmacol, Groningen, Netherlands
[7] Royal Prince Alfred Hosp, Sydney, NSW, Australia
[8] Janssen Res & Dev LLC, Raritan, NJ USA
[9] Stanford Univ, Dept Med, Sch Med, Stanford Ctr Clin Res, Stanford, CA 94305 USA
关键词
chronic kidney disease; diabetes; diabetic nephropathy; COTRANSPORTER; 2; INHIBITORS; BASE-LINE CHARACTERISTICS; CARDIOVASCULAR ASSESSMENT; HEART-FAILURE; DAPAGLIFLOZIN; EMPAGLIFLOZIN; PROGRESSION; RATIONALE; MECHANISM; DISEASE;
D O I
10.1016/j.kint.2020.04.051
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
Canagliflozin reduced kidney disease progression in participants with type 2 diabetes in the CANagliflozin cardioVascular Assessment Study (CANVAS) Program. This analysis explored potential mediators of the effects of canagliflozin on kidney outcomes. The percent mediating effect of 18 biomarkers indicative of disease was determined by comparing the hazard ratios for the effect of randomized treatment from an unadjusted model and from a model adjusting for the average post-randomization level of each biomarker. Multivariable analyses assessed the joint effects of biomarkers that mediated most strongly in univariable analyses. The kidney outcome was defined as a composite of 40% estimated glomerular filtration rate decline, end-stage kidney disease, or death due to kidney disease. Nine biomarkers (systolic blood pressure [8.9% of effect explained], urinary albumin:creatinine ratio [UACR; 23.9%], gamma glutamyltransferase [4.1%], hematocrit [51.1%], hemoglobin [41.3%], serum albumin [19.5%], erythrocytes [56.7%], serum urate [35.4%], and urine pH [7.5%]) individually mediated the effect of canagliflozin on the kidney outcome. In a parsimonious multivariable model, erythrocyte concentration, serum urate, and systolic blood pressure maximized cumulative mediation (115%). Mediating effects of UACR, but not other mediators, were highly dependent upon the baseline level of UACR: UACR mediated 42% and 7% of the effect in those with baseline UACR 30 mg/g or more and under 30 mg/g, respectively. The identified mediators support existing hypothesized mechanisms for the prevention of kidney outcomes with sodium glucose cotransporter 2 inhibitors. Thus, the disparity in mediating effects across baseline UACR subgroups suggests that the mechanism for kidney protection with canagliflozin may vary across patient subgroups.
引用
收藏
页码:769 / 777
页数:9
相关论文
共 41 条
[21]  
MacKinnon D., 2012, INTRO STAT MEDIATION
[22]   Mediation analysis [J].
MacKinnon, David P. ;
Fairchild, Amanda J. ;
Fritz, Matthew S. .
ANNUAL REVIEW OF PSYCHOLOGY, 2007, 58 :593-614
[23]   Effects of dapagliflozin on development and progression of kidney disease in patients with type 2 diabetes: an analysis from the DECLARE-TIMI 58 randomised trial [J].
Mosenzon, Ofri ;
Wiviott, Stephen D. ;
Cahn, Avivit ;
Rozenberg, Aliza ;
Yanuv, Ilan ;
Goodrich, Erica L. ;
Murphy, Sabina A. ;
Heerspink, Hiddo J. L. ;
Zelniker, Thomas A. ;
Dwyer, Jamie P. ;
Bhatt, Deepak L. ;
Leiter, Lawrence A. ;
McGuire, Darren K. ;
Wilding, John P. H. ;
Kato, Eri T. ;
Gause-Nilson, Ingrid A. M. ;
Fredriksson, Martin ;
Johansson, Peter A. ;
Langkilde, Anna Maria ;
Sabatine, Marc S. ;
Raz, Itamar .
LANCET DIABETES & ENDOCRINOLOGY, 2019, 7 (08) :606-617
[24]   Effects of dapagliflozin on urinary metabolites in people with type 2 diabetes [J].
Mulder, Skander ;
Heerspink, Hiddo J. L. ;
Darshi, Manjula ;
Kim, Jiwan J. ;
Laverman, Gozewijn D. ;
Sharma, Kumar ;
Pena, Michelle J. .
DIABETES OBESITY & METABOLISM, 2019, 21 (11) :2422-2428
[25]   Canagliflozin and Cardiovascular and Renal Events in Type 2 Diabetes [J].
Neal, Bruce ;
Perkovic, Vlado ;
Mahaffey, Kenneth W. ;
de Zeeuw, Dick ;
Fulcher, Greg ;
Erondu, Ngozi ;
Shaw, Wayne ;
Law, Gordon ;
Desai, Mehul ;
Matthews, David R. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 377 (07) :644-657
[26]   Rationale, design and baseline characteristics of the CANagliflozin cardioVascular Assessment Study-Renal (CANVAS-R): A randomized, placebo-controlled trial [J].
Neal, Bruce ;
Perkovic, Vlado ;
Matthews, David R. ;
Mahaffey, Kenneth W. ;
Fulcher, Greg ;
Meininger, Gary ;
Erondu, Ngozi ;
Desai, Mehul ;
Shaw, Wayne ;
Vercruysse, Frank ;
Yee, Jacqueline ;
Deng, Hsiaowei ;
de Zeeuw, Dick .
DIABETES OBESITY & METABOLISM, 2017, 19 (03) :387-393
[27]   Rationale, design, and baseline characteristics of the Canagliflozin Cardiovascular Assessment Study (CANVAS)-A randomized placebo-controlled trial [J].
Neal, Bruce ;
Perkovic, Vlado ;
de Zeeuw, Dick ;
Mahaffey, Kenneth W. ;
Fulcher, Greg ;
Stein, Peter ;
Desai, Mehul ;
Shaw, Wayne ;
Jiang, Joel ;
Vercruysse, Frank ;
Meininger, Gary ;
Matthews, David .
AMERICAN HEART JOURNAL, 2013, 166 (02) :217-+
[28]   Effect of Canagliflozin on Renal and Cardiovascular Outcomes across Different Levels of Albuminuria: Data from the CANVAS Program [J].
Neuen, Brendon L. ;
Ohkuma, Toshiaki ;
Neal, Bruce ;
Matthews, David R. ;
de Zeeuw, Dick ;
Mahaffey, Kenneth W. ;
Fulcher, Greg ;
Li, Qiang ;
Jardine, Meg ;
Oh, Richard ;
Heerspink, Hiddo L. ;
Perkovic, Vlado .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2019, 30 (11) :2229-2242
[29]   Effects of Sodium-Glucose Cotransporter 2 Inhibitors for the Treatment of Patients With Heart Failure Proposal of a Novel Mechanism of Action [J].
Packer, Milton ;
Anker, Stefan D. ;
Butler, Javed ;
Filippatos, Gerasimos ;
Zannad, Faiez .
JAMA CARDIOLOGY, 2017, 2 (09) :1025-1029
[30]   Differential Effects of Dapagliflozin on Cardiovascular Risk Factors at Varying Degrees of Renal Function [J].
Petrykiv, Sergei ;
Sjostrom, C. David ;
Greasley, Peter J. ;
Xu, John ;
Persson, Frederik ;
Heerspink, Hiddo J. L. .
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2017, 12 (05) :751-759