Novel Risk Factors for Progression of Diabetic and Nondiabetic CKD: Findings From the Chronic Renal Insufficiency Cohort (CRIC) Study

Identification of novel risk factors for chronic kidney disease (CKD) progression may inform mechanistic investigations and improve identification of high-risk subgroups. The current study aimed to characterize CKD progression across levels of numerous risk factors and identify independent risk fact...

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Veröffentlicht in:American journal of kidney diseases 2021-01, Vol.77 (1), p.56-73.e1
Hauptverfasser: Anderson, Amanda H., Xie, Dawei, Wang, Xue, Baudier, Robin L., Orlandi, Paula, Appel, Lawrence J., Dember, Laura M., He, Jiang, Kusek, John W., Lash, James P., Navaneethan, Sankar D., Ojo, Akinlolu, Rahman, Mahboob, Roy, Jason, Scialla, Julia J., Sondheimer, James H., Steigerwalt, Susan P., Wilson, F. Perry, Wolf, Myles, Feldman, Harold I., Go, Alan S., Townsend, Raymond R.
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container_end_page 73.e1
container_issue 1
container_start_page 56
container_title American journal of kidney diseases
container_volume 77
creator Anderson, Amanda H.
Xie, Dawei
Wang, Xue
Baudier, Robin L.
Orlandi, Paula
Appel, Lawrence J.
Dember, Laura M.
He, Jiang
Kusek, John W.
Lash, James P.
Navaneethan, Sankar D.
Ojo, Akinlolu
Rahman, Mahboob
Roy, Jason
Scialla, Julia J.
Sondheimer, James H.
Steigerwalt, Susan P.
Wilson, F. Perry
Wolf, Myles
Feldman, Harold I.
Go, Alan S.
Townsend, Raymond R.
description Identification of novel risk factors for chronic kidney disease (CKD) progression may inform mechanistic investigations and improve identification of high-risk subgroups. The current study aimed to characterize CKD progression across levels of numerous risk factors and identify independent risk factors for CKD progression among those with and without diabetes. The Chronic Renal Insufficiency Cohort (CRIC) Study is a prospective cohort study of adults with CKD conducted at 7 US clinical centers. Participants (N=3,379) had up to 12.3 years of follow-up; 47% had diabetes. 30 risk factors for CKD progression across sociodemographic, behavioral, clinical, and biochemical domains at baseline. Study outcomes were estimated glomerular filtration rate (eGFR) slope and the composite of halving of eGFR or initiation of kidney replacement therapy. Stepwise selection of independent risk factors was performed stratified by diabetes status using linear mixed-effects and Cox proportional hazards models. Among those without and with diabetes, respectively, mean eGFR slope was−1.4±3.3 and−2.7±4.7mL/min/1.73m2 per year. Among participants with diabetes, multivariable-adjusted hazard of the composite outcome was approximately 2-fold or greater with higher levels of the inflammatory chemokine CXCL12, the cardiac marker N-terminal pro–B-type natriuretic peptide (NT-proBNP), and the kidney injury marker urinary neutrophil gelatinase-associated lipocalin (NGAL). Among those without diabetes, low serum bicarbonate and higher high-sensitivity troponin T, NT-proBNP, and urinary NGAL levels were all significantly associated with a 1.5-fold or greater rate of the composite outcome. The observational study design precludes causal inference. Strong associations for cardiac markers, plasma CXCL12, and urinary NGAL are comparable to that of systolic blood pressure≥140mm Hg, a well-established risk factor for CKD progression. This warrants further investigation into the potential mechanisms that these markers indicate and opportunities to use them to improve risk stratification. [Display omitted]
doi_str_mv 10.1053/j.ajkd.2020.07.011
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Perry ; Wolf, Myles ; Feldman, Harold I. ; Go, Alan S. ; Townsend, Raymond R.</creator><creatorcontrib>Anderson, Amanda H. ; Xie, Dawei ; Wang, Xue ; Baudier, Robin L. ; Orlandi, Paula ; Appel, Lawrence J. ; Dember, Laura M. ; He, Jiang ; Kusek, John W. ; Lash, James P. ; Navaneethan, Sankar D. ; Ojo, Akinlolu ; Rahman, Mahboob ; Roy, Jason ; Scialla, Julia J. ; Sondheimer, James H. ; Steigerwalt, Susan P. ; Wilson, F. Perry ; Wolf, Myles ; Feldman, Harold I. ; Go, Alan S. ; Townsend, Raymond R. ; CRIC Study Investigators</creatorcontrib><description>Identification of novel risk factors for chronic kidney disease (CKD) progression may inform mechanistic investigations and improve identification of high-risk subgroups. The current study aimed to characterize CKD progression across levels of numerous risk factors and identify independent risk factors for CKD progression among those with and without diabetes. The Chronic Renal Insufficiency Cohort (CRIC) Study is a prospective cohort study of adults with CKD conducted at 7 US clinical centers. Participants (N=3,379) had up to 12.3 years of follow-up; 47% had diabetes. 30 risk factors for CKD progression across sociodemographic, behavioral, clinical, and biochemical domains at baseline. Study outcomes were estimated glomerular filtration rate (eGFR) slope and the composite of halving of eGFR or initiation of kidney replacement therapy. Stepwise selection of independent risk factors was performed stratified by diabetes status using linear mixed-effects and Cox proportional hazards models. Among those without and with diabetes, respectively, mean eGFR slope was−1.4±3.3 and−2.7±4.7mL/min/1.73m2 per year. Among participants with diabetes, multivariable-adjusted hazard of the composite outcome was approximately 2-fold or greater with higher levels of the inflammatory chemokine CXCL12, the cardiac marker N-terminal pro–B-type natriuretic peptide (NT-proBNP), and the kidney injury marker urinary neutrophil gelatinase-associated lipocalin (NGAL). Among those without diabetes, low serum bicarbonate and higher high-sensitivity troponin T, NT-proBNP, and urinary NGAL levels were all significantly associated with a 1.5-fold or greater rate of the composite outcome. The observational study design precludes causal inference. Strong associations for cardiac markers, plasma CXCL12, and urinary NGAL are comparable to that of systolic blood pressure≥140mm Hg, a well-established risk factor for CKD progression. This warrants further investigation into the potential mechanisms that these markers indicate and opportunities to use them to improve risk stratification. [Display omitted]</description><identifier>ISSN: 0272-6386</identifier><identifier>ISSN: 1523-6838</identifier><identifier>EISSN: 1523-6838</identifier><identifier>DOI: 10.1053/j.ajkd.2020.07.011</identifier><identifier>PMID: 32866540</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Blood Pressure - physiology ; Cardiometabolic Risk Factors ; Chemokine CXCL12 - blood ; Chronic kidney disease (CKD) ; CKD progression ; CXCL12 ; diabetes ; Diabetic Nephropathies - diagnosis ; Diabetic Nephropathies - epidemiology ; Diabetic Nephropathies - metabolism ; Diabetic Nephropathies - physiopathology ; Disease Progression ; eGFR slope ; end-stage renal disease (ESRD) ; estimated glomerular filtration rate (eGFR) ; Female ; halving of eGFR ; Humans ; inflammatory chemokines ; kidney replacement therapy (KRT) ; Life Style ; Lipocalin-2 - urine ; Male ; Middle Aged ; N-terminal pro-B-type natriuretic peptide (NTproBNP) ; neutrophil gelatinase-associated lipocalin (NGAL) ; Prognosis ; Prospective Studies ; renal function trajectory ; Renal Insufficiency, Chronic - diagnosis ; Renal Insufficiency, Chronic - epidemiology ; Renal Insufficiency, Chronic - metabolism ; Renal Insufficiency, Chronic - physiopathology ; Risk Assessment - methods ; risk stratification ; Socioeconomic Factors ; United States - epidemiology</subject><ispartof>American journal of kidney diseases, 2021-01, Vol.77 (1), p.56-73.e1</ispartof><rights>2020 The Authors</rights><rights>Copyright © 2020 The Authors. Published by Elsevier Inc. 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The Chronic Renal Insufficiency Cohort (CRIC) Study is a prospective cohort study of adults with CKD conducted at 7 US clinical centers. Participants (N=3,379) had up to 12.3 years of follow-up; 47% had diabetes. 30 risk factors for CKD progression across sociodemographic, behavioral, clinical, and biochemical domains at baseline. Study outcomes were estimated glomerular filtration rate (eGFR) slope and the composite of halving of eGFR or initiation of kidney replacement therapy. Stepwise selection of independent risk factors was performed stratified by diabetes status using linear mixed-effects and Cox proportional hazards models. Among those without and with diabetes, respectively, mean eGFR slope was−1.4±3.3 and−2.7±4.7mL/min/1.73m2 per year. Among participants with diabetes, multivariable-adjusted hazard of the composite outcome was approximately 2-fold or greater with higher levels of the inflammatory chemokine CXCL12, the cardiac marker N-terminal pro–B-type natriuretic peptide (NT-proBNP), and the kidney injury marker urinary neutrophil gelatinase-associated lipocalin (NGAL). Among those without diabetes, low serum bicarbonate and higher high-sensitivity troponin T, NT-proBNP, and urinary NGAL levels were all significantly associated with a 1.5-fold or greater rate of the composite outcome. The observational study design precludes causal inference. Strong associations for cardiac markers, plasma CXCL12, and urinary NGAL are comparable to that of systolic blood pressure≥140mm Hg, a well-established risk factor for CKD progression. This warrants further investigation into the potential mechanisms that these markers indicate and opportunities to use them to improve risk stratification. [Display omitted]</description><subject>Blood Pressure - physiology</subject><subject>Cardiometabolic Risk Factors</subject><subject>Chemokine CXCL12 - blood</subject><subject>Chronic kidney disease (CKD)</subject><subject>CKD progression</subject><subject>CXCL12</subject><subject>diabetes</subject><subject>Diabetic Nephropathies - diagnosis</subject><subject>Diabetic Nephropathies - epidemiology</subject><subject>Diabetic Nephropathies - metabolism</subject><subject>Diabetic Nephropathies - physiopathology</subject><subject>Disease Progression</subject><subject>eGFR slope</subject><subject>end-stage renal disease (ESRD)</subject><subject>estimated glomerular filtration rate (eGFR)</subject><subject>Female</subject><subject>halving of eGFR</subject><subject>Humans</subject><subject>inflammatory chemokines</subject><subject>kidney replacement therapy (KRT)</subject><subject>Life Style</subject><subject>Lipocalin-2 - urine</subject><subject>Male</subject><subject>Middle Aged</subject><subject>N-terminal pro-B-type natriuretic peptide (NTproBNP)</subject><subject>neutrophil gelatinase-associated lipocalin (NGAL)</subject><subject>Prognosis</subject><subject>Prospective Studies</subject><subject>renal function trajectory</subject><subject>Renal Insufficiency, Chronic - diagnosis</subject><subject>Renal Insufficiency, Chronic - epidemiology</subject><subject>Renal Insufficiency, Chronic - metabolism</subject><subject>Renal Insufficiency, Chronic - physiopathology</subject><subject>Risk Assessment - methods</subject><subject>risk stratification</subject><subject>Socioeconomic Factors</subject><subject>United States - epidemiology</subject><issn>0272-6386</issn><issn>1523-6838</issn><issn>1523-6838</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kc9uEzEQxi0EoiHwAhyQj-Wwi__s2rsIVUJbQqNWBQU4W449mzjd2MXejZQH4L3ZNG1VLpxmxvPNN9b8EHpLSU5JyT9scr25sTkjjORE5oTSZ2hCS8YzUfHqOZoQJlkmeCVO0KuUNoSQmgvxEp1wVglRFmSC_lyHHXR44dINnmnTh5hwGyL-HsMqQkoueBxafO70EnpnsPYWXwdvH-rm8vwjnrnxwa8SnsWwxf0acLOOwY_tBXjd4blPQ9s648CbPW7COsQenzaLefMe_-gHu3-NXrS6S_DmPk7Rr9mXn81FdvXt67z5fJWZktE-k9S0oipqIZmmUBNTCCKoMMZa05JayloSYRjY5ZhywtvCLGnNNB8Ly5nlU3R29L0dlluwBnwfdaduo9vquFdBO_Vvx7u1WoWdkrJk1WgzRaf3BjH8HiD1auuSga7THsKQFCt4LRgV7CBlR6mJIaUI7eMaStSBn9qoAz914KeIVCO_cejd0w8-jjwAGwWfjgIYz7RzEFW6OytYF8H0ygb3P_-_DT6spw</recordid><startdate>20210101</startdate><enddate>20210101</enddate><creator>Anderson, Amanda H.</creator><creator>Xie, Dawei</creator><creator>Wang, Xue</creator><creator>Baudier, Robin L.</creator><creator>Orlandi, Paula</creator><creator>Appel, Lawrence J.</creator><creator>Dember, Laura M.</creator><creator>He, Jiang</creator><creator>Kusek, John W.</creator><creator>Lash, James P.</creator><creator>Navaneethan, Sankar D.</creator><creator>Ojo, Akinlolu</creator><creator>Rahman, Mahboob</creator><creator>Roy, Jason</creator><creator>Scialla, Julia J.</creator><creator>Sondheimer, James H.</creator><creator>Steigerwalt, Susan P.</creator><creator>Wilson, F. 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Among participants with diabetes, multivariable-adjusted hazard of the composite outcome was approximately 2-fold or greater with higher levels of the inflammatory chemokine CXCL12, the cardiac marker N-terminal pro–B-type natriuretic peptide (NT-proBNP), and the kidney injury marker urinary neutrophil gelatinase-associated lipocalin (NGAL). Among those without diabetes, low serum bicarbonate and higher high-sensitivity troponin T, NT-proBNP, and urinary NGAL levels were all significantly associated with a 1.5-fold or greater rate of the composite outcome. The observational study design precludes causal inference. Strong associations for cardiac markers, plasma CXCL12, and urinary NGAL are comparable to that of systolic blood pressure≥140mm Hg, a well-established risk factor for CKD progression. This warrants further investigation into the potential mechanisms that these markers indicate and opportunities to use them to improve risk stratification. [Display omitted]</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>32866540</pmid><doi>10.1053/j.ajkd.2020.07.011</doi><oa>free_for_read</oa></addata></record>
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ispartof American journal of kidney diseases, 2021-01, Vol.77 (1), p.56-73.e1
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source MEDLINE; Access via ScienceDirect (Elsevier)
subjects Blood Pressure - physiology
Cardiometabolic Risk Factors
Chemokine CXCL12 - blood
Chronic kidney disease (CKD)
CKD progression
CXCL12
diabetes
Diabetic Nephropathies - diagnosis
Diabetic Nephropathies - epidemiology
Diabetic Nephropathies - metabolism
Diabetic Nephropathies - physiopathology
Disease Progression
eGFR slope
end-stage renal disease (ESRD)
estimated glomerular filtration rate (eGFR)
Female
halving of eGFR
Humans
inflammatory chemokines
kidney replacement therapy (KRT)
Life Style
Lipocalin-2 - urine
Male
Middle Aged
N-terminal pro-B-type natriuretic peptide (NTproBNP)
neutrophil gelatinase-associated lipocalin (NGAL)
Prognosis
Prospective Studies
renal function trajectory
Renal Insufficiency, Chronic - diagnosis
Renal Insufficiency, Chronic - epidemiology
Renal Insufficiency, Chronic - metabolism
Renal Insufficiency, Chronic - physiopathology
Risk Assessment - methods
risk stratification
Socioeconomic Factors
United States - epidemiology
title Novel Risk Factors for Progression of Diabetic and Nondiabetic CKD: Findings From the Chronic Renal Insufficiency Cohort (CRIC) Study
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