TY - JOUR
T1 - Single Measurements of Carboxy-Terminal Fibroblast Growth Factor 23 and Clinical Risk Prediction of Adverse Outcomes in CKD
AU - CRIC Study Investigators
AU - Edmonston, Daniel
AU - Wojdyla, Daniel
AU - Mehta, Rupal
AU - Cai, Xuan
AU - Lora, Claudia
AU - Cohen, Debbie
AU - Townsend, Raymond R.
AU - He, Jiang
AU - Go, Alan S.
AU - Kusek, John
AU - Weir, Matthew R.
AU - Isakova, Tamara
AU - Pencina, Michael
AU - Wolf, Myles
AU - Appel, Lawrence J.
AU - Feldman, Harold I.
AU - Lash, James P.
AU - Rao, Panduranga S.
AU - Rahman, Mahboob
AU - Go, Alan
N1 - Funding Information:
Lawrence J. Appel, Harold I. Feldman, James P. Lash, Panduranga S. Rao, Mahboob Rahman, Matthew R. Weir, Claudia Lora, MD, Debbie Cohen, MD, Raymond R. Townsend, MD, Jiang He, MD, PhD, Alan Go, MD, and John Kusek, PhD. Daniel Edmonston, MD, Daniel Wojdyla, MS, Rupal Mehta, MD, Xuan Cai, MS, Claudia Lora, MD, Debbie Cohen, MD, Raymond R. Townsend, MD, Jiang He, MD, PhD, Alan S. Go, MD, John Kusek, PhD, Matthew R. Weir, MD, Tamara Isakova, MD, MMSc, Michael Pencina, PhD, and Myles Wolf, MD, MMSc. Research idea and study design: DE, RM, TI, MW; data acquisition: DE, DW; data analysis/interpretation: DE, DW, MP, MW; statistical analysis: DW, MP; supervision or mentorship: RM, XC, CL, RT, JH, AG, JK, MRW, TI, MP, DC, MW. Each author contributed important intellectual content during manuscript drafting or revision and accepts accountability for the overall work by ensuring that questions pertaining to the accuracy or integrity of any portion of the work are appropriately investigated and resolved. This study was supported by grants R01DK081374 (Dr Wolf) from the National Institutes of Health (NIH). Funding for the CRIC Study was obtained under a cooperative agreement from National Institute of Diabetes and Digestive and Kidney Diseases (U01DK060990, U01DK060984, U01DK061022, U01DK061021, U01DK061028, U01DK060980, U01DK060963, and U01DK060902). In addition, this work was supported in part by the Perelman School of Medicine at the University of Pennsylvania Clinical and Translational Science Award NIH/National Center for Advancing Translational Sciences (NCATS) UL1TR000003, Johns Hopkins University UL1 TR-000424, University of Maryland General Clinical Research Center M01 RR-16500, Clinical and Translational Science Collaborative of Cleveland, UL1TR000439 from the NCATS component of the NIH and NIH roadmap for Medical Research, Michigan Institute for Clinical and Health Research (MICHR) UL1TR000433, University of Illinois at Chicago Clinical and Translational Science Award UL1RR029879, Tulane COBRE for Clinical and Translational Research in Cardiometabolic Diseases P20 GM109036, Kaiser Permanente NIH/National Center for Research Resources UCSF-CTSI UL1 RR-024131. The funders of the study did not have a role in study design, data collection, analysis, reporting, or the decision to submit for publication. Dr Mehta has ownership interest in Abbott Laboratories, AbbVie Inc, and Teva Pharmaceuticals Industries Ltd. The remaining authors declare that they have no relevant financial interests. The CRIC Publication Executive Committee approved the study design. Received July 4, 2018. Evaluated by 2 external peer reviewers and a statistician, with direct editorial input from an International Editor, who served as Acting Editor-in-Chief. Accepted in revised form May 13, 2019. The involvement of an Acting Editor-in-Chief was to comply with AJKD's procedures for potential conflicts of interest for editors, described in the Information for Authors & Journal Policies. The manuscript was not handled by an Editorial Board Member serving as Acting Editor-in-Chief because at the time of manuscript submission, Dr Isakova was not an AJKD Associate Editor.
Funding Information:
This study was supported by grants R01DK081374 (Dr Wolf) from the National Institutes of Health (NIH). Funding for the CRIC Study was obtained under a cooperative agreement from National Institute of Diabetes and Digestive and Kidney Diseases ( U01DK060990 , U01DK060984 , U01DK061022 , U01DK061021 , U01DK061028 , U01DK060980 , U01DK060963 , and U01DK060902 ). In addition, this work was supported in part by the Perelman School of Medicine at the University of Pennsylvania Clinical and Translational Science Award NIH/ National Center for Advancing Translational Sciences (NCATS) UL1TR000003 , Johns Hopkins University UL1 TR-000424 , University of Maryland General Clinical Research Center M01 RR-16500 , Clinical and Translational Science Collaborative of Cleveland , UL1TR000439 from the NCATS component of the NIH and NIH roadmap for Medical Research, Michigan Institute for Clinical and Health Research (MICHR) UL1TR000433 , University of Illinois at Chicago Clinical and Translational Science Award UL1RR029879 , Tulane COBRE for Clinical and Translational Research in Cardiometabolic Diseases P20 GM109036 , Kaiser Permanente NIH/ National Center for Research Resources UCSF-CTSI UL1 RR-024131 . The funders of the study did not have a role in study design, data collection, analysis, reporting, or the decision to submit for publication.
Publisher Copyright:
© 2019 National Kidney Foundation, Inc.
PY - 2019/12
Y1 - 2019/12
N2 - Rationale & Objective: An elevated fibroblast growth factor 23 (FGF-23) level is independently associated with adverse outcomes in populations with chronic kidney disease, but it is unknown whether FGF-23 testing can improve clinical risk prediction in individuals. Study Design: Prospective cohort study. Setting & Participants: Participants in the Chronic Renal Insufficiency Cohort (CRIC) Study (n = 3,789). Exposure: Baseline carboxy-terminal FGF-23 (cFGF-23) level. Outcomes: All-cause and cardiovascular (CV) mortality, incident end-stage renal disease (ESRD), heart failure (HF) admission, and atherosclerotic events at 3, 5, and 8 years. Analytical Approach: We assessed changes in model performance by change in area under the receiver operating characteristic curve (ΔAUC), integrated discrimination improvement (IDI), relative IDI, and net reclassification index (NRI) above standard clinical factors. We performed sensitivity analyses, including an additional model comparing the addition of phosphate rather than cFGF-23 level and repeating our analyses using an internal cross-validation cohort. Results: Addition of a single baseline value of cFGF-23 to a base prediction model improved prediction of all-cause mortality (ΔAUC, 0.017 [95% CI, 0.001-0.033]; IDI, 0.021 [95% CI, 0.006-0.036]; relative IDI, 32.7% [95% CI, 8.5%-56.9%]), and HF admission (ΔAUC, 0.008 [95% CI, 0.0004-0.016]; IDI, 0.019 [95% CI, 0.004-0.034]; relative IDI, 10.0% [95% CI, 1.8%-18.3%]), but not CV mortality, ESRD, or atherosclerotic events at 3 years of follow-up. The NRI did not reach statistical significance for any of the 3-year outcomes. The incremental predictive utility of cFGF-23 level diminished in analyses of the 5- and 8-year outcomes. The cFGF-23 models outperformed the phosphate model for each outcome. Limitations: Power to detect increased CV mortality likely limited by low event rate. The NRI is not generalizable without accepted prespecified risk thresholds. Conclusions: Among individuals with CKD, single measurements of cFGF-23 improve prediction of risks for all-cause mortality and HF admission but not CV mortality, ESRD, or atherosclerotic events. Future studies should evaluate the predictive utility of repeated cFGF-23 testing.
AB - Rationale & Objective: An elevated fibroblast growth factor 23 (FGF-23) level is independently associated with adverse outcomes in populations with chronic kidney disease, but it is unknown whether FGF-23 testing can improve clinical risk prediction in individuals. Study Design: Prospective cohort study. Setting & Participants: Participants in the Chronic Renal Insufficiency Cohort (CRIC) Study (n = 3,789). Exposure: Baseline carboxy-terminal FGF-23 (cFGF-23) level. Outcomes: All-cause and cardiovascular (CV) mortality, incident end-stage renal disease (ESRD), heart failure (HF) admission, and atherosclerotic events at 3, 5, and 8 years. Analytical Approach: We assessed changes in model performance by change in area under the receiver operating characteristic curve (ΔAUC), integrated discrimination improvement (IDI), relative IDI, and net reclassification index (NRI) above standard clinical factors. We performed sensitivity analyses, including an additional model comparing the addition of phosphate rather than cFGF-23 level and repeating our analyses using an internal cross-validation cohort. Results: Addition of a single baseline value of cFGF-23 to a base prediction model improved prediction of all-cause mortality (ΔAUC, 0.017 [95% CI, 0.001-0.033]; IDI, 0.021 [95% CI, 0.006-0.036]; relative IDI, 32.7% [95% CI, 8.5%-56.9%]), and HF admission (ΔAUC, 0.008 [95% CI, 0.0004-0.016]; IDI, 0.019 [95% CI, 0.004-0.034]; relative IDI, 10.0% [95% CI, 1.8%-18.3%]), but not CV mortality, ESRD, or atherosclerotic events at 3 years of follow-up. The NRI did not reach statistical significance for any of the 3-year outcomes. The incremental predictive utility of cFGF-23 level diminished in analyses of the 5- and 8-year outcomes. The cFGF-23 models outperformed the phosphate model for each outcome. Limitations: Power to detect increased CV mortality likely limited by low event rate. The NRI is not generalizable without accepted prespecified risk thresholds. Conclusions: Among individuals with CKD, single measurements of cFGF-23 improve prediction of risks for all-cause mortality and HF admission but not CV mortality, ESRD, or atherosclerotic events. Future studies should evaluate the predictive utility of repeated cFGF-23 testing.
KW - Fibroblast growth factor 23 (FGF23)
KW - atherosclerotic disease
KW - biomarker
KW - cardiovascular mortality
KW - chronic kidney disease (CKD)
KW - clinical risk prediction
KW - end-stage renal disease (ESRD)
KW - heart failure (HF)
KW - mortality
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U2 - 10.1053/j.ajkd.2019.05.026
DO - 10.1053/j.ajkd.2019.05.026
M3 - Article
C2 - 31445926
AN - SCOPUS:85070933819
SN - 0272-6386
VL - 74
SP - 771
EP - 781
JO - American Journal of Kidney Diseases
JF - American Journal of Kidney Diseases
IS - 6
ER -