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Chen DC, Scherzer R, Ix JH, Kramer HJ, Crews DC, Nadkarni G, Gutierrez O, Bullen AL, Ilori T, Garimella PS, Shlipak MG, Estrella MM. Modification of Association of Cystatin C With Kidney and Cardiovascular Outcomes by Obesity. Am J Kidney Dis 2024; 83:489-496.e1. [PMID: 37866793 PMCID: PMC10960714 DOI: 10.1053/j.ajkd.2023.08.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/01/2023] [Accepted: 08/14/2023] [Indexed: 10/24/2023]
Abstract
RATIONALE & OBJECTIVE Cystatin C-based estimated glomerular filtration rate (eGFRcys) has stronger associations with adverse clinical outcomes than creatinine-based eGFR (eGFRcr). Obesity may be associated with higher cystatin C levels, independent of kidney function, but it is unknown whether obesity modifies associations of eGFRcys with kidney and cardiovascular outcomes. STUDY DESIGN Cohort study. SETTING & PARTICIPANTS 27,249 US adults in the Reasons for Geographic and Racial Differences in Stroke Study. PREDICTORS eGFRcys, eGFRcr, waist circumference, and body mass index (BMI). OUTCOME All-cause mortality, kidney failure, incident atherosclerotic cardiovascular disease (ASCVD), and incident heart failure (HF). ANALYTICAL APPROACH Multivariable Cox and Fine-Gray models with multiplicative interaction terms were constructed to investigate whether waist circumference quartiles or BMI categories modified associations of eGFRcys with risks of 4 clinical outcomes. RESULTS Participants had a mean age of 65 years; 54% were women, 41% were Black, and 21% had an eGFRcys<60mL/min/1.73m2. The baseline prevalence of abdominal obesity (waist circumference≥88cm for women or≥102cm for men) was 48% and obesity was 38%. In multivariable adjusted analyses, each 15mL/min/1.73m2 lower eGFRcys was associated with higher HR and 95% CI of mortality in each waist circumference quartile (first quartile, 1.19 [1.15-1.24]; second quartile, 1.22 [1.18-1.26]; third quartile, 1.20 [1.16-1.24]; fourth quartile, 1.19 [1.15-1.23]) as well as within each BMI category (BMI<24.9: 1.21 [1.17-1.25]; BMI 25.0-29.9: 1.21 [1.18-1.25]; BMI 30.0-34.9: 1.20 [1.16-1.25]; BMI≥35: 1.17, [1.12-1.22]). Neither waist circumference nor BMI modified the association of eGFRcys with mortality, kidney failure, incident ASCVD, or incident HF (all Pinteraction>0.05). LIMITATIONS Included only Black and White persons in the United States. CONCLUSION Obesity did not modify the association of eGFRcys with all-cause mortality, kidney failure, incident ASCVD, or incident HF. Among individuals with obesity, cystatin C may be used to provide eGFR-based risk prognostication for adverse outcomes. PLAIN-LANGUAGE SUMMARY Cystatin C is increasingly used in clinical practice to estimate kidney function, and cystatin C-based eGFR (eGFRcys) may be used to determine risk for adverse clinical outcomes. Adiposity may increase serum levels of cystatin C, independent of kidney function. This cohort study investigated whether associations of eGFRcys with adverse kidney and cardiovascular outcomes are modified by measures of obesity, waist circumference, and body mass index. We found that obesity does not modify associations of eGFRcys with 4 clinical outcomes and conclude that among individuals with obesity, cystatin C may be used to provide eGFR-based risk prognostication for adverse outcomes.
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Affiliation(s)
- Debbie C Chen
- Division of Nephrology, Department of Medicine, University of California at San Francisco, San Francisco; Kidney Health Research Collaborative, San Francisco VA Medical Center & University of California, San Francisco; Genentech, Inc., South San Francisco
| | - Rebecca Scherzer
- Kidney Health Research Collaborative, San Francisco VA Medical Center & University of California, San Francisco; Department of Medicine, San Francisco VA Medical Center, San Francisco
| | - Joachim H Ix
- Division of Nephrology-Hypertension, University of California at San Diego, San Diego; Nephrology Section, Veterans Affairs San Diego Healthcare System, San Dieg, California
| | - Holly J Kramer
- Division of Nephrology and Hypertension, Loyola University Medical Center, Maywood, Illinois
| | - Deidra C Crews
- Division of Nephrology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Girish Nadkarni
- Division of Nephrology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Division of Data Driven and Digital Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Mount Sinai Clinical Intelligence Cente, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Orlando Gutierrez
- Division of Nephrology, UAB Heersink School of Medicine, Birmingham, Alabama
| | - Alexander L Bullen
- Division of Nephrology-Hypertension, University of California at San Diego, San Diego; Nephrology Section, Veterans Affairs San Diego Healthcare System, San Dieg, California
| | - Titilayo Ilori
- Section of Nephrology, Department of Medicine, Boston Medical Center, School of Medicine, Boston University, Boston, Massachusetts
| | - Pranav S Garimella
- Division of Nephrology-Hypertension, University of California at San Diego, San Diego
| | - Michael G Shlipak
- Department Epidemiology and Biostatistics, University of California at San Francisco, San Francisco; Kidney Health Research Collaborative, San Francisco VA Medical Center & University of California, San Francisco; Department of Medicine, San Francisco VA Medical Center, San Francisco
| | - Michelle M Estrella
- Division of Nephrology, Department of Medicine, University of California at San Francisco, San Francisco; Kidney Health Research Collaborative, San Francisco VA Medical Center & University of California, San Francisco; Division of Nephrology, San Francisco VA Medical Center, San Francisco; Department of Medicine, San Francisco VA Medical Center, San Francisco.
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Peschard VG, Scherzer R, Katz R, Chen TK, Bullen AL, Campos K, Estrella MM, Ix JH, Shlipak MG. Association of Urinary Dickkopf-3 Levels with Cardiovascular Events and Kidney Disease Progression in Systolic Blood Pressure Intervention Trial. Kidney360 2024:02200512-990000000-00356. [PMID: 38472135 DOI: 10.34067/kid.0000000000000413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 02/29/2024] [Indexed: 03/14/2024]
Abstract
BACKGROUND Urinary Dickkopf-3 (uDKK3) is a tubular epithelial-derived profibrotic protein secreted into the urine under tubular stress. It is associated with kidney disease progression in persons with chronic kidney disease (CKD) and diabetes, and post-operative and contrast-associated acute kidney injury (AKI). We explored associations of uDKK3 with cardiovascular disease (CVD), kidney and mortality outcomes within the subset of Systolic Blood Pressure Intervention Trial (SPRINT) participants with non-diabetic CKD. METHODS We included 2,344 participants with estimated glomerular filtration rate (eGFR) <60 ml/min/1.73 m2 at baseline. We used Cox proportional hazards models to evaluate associations of uDKK3 with CVD (acute decompensated heart failure, myocardial infarction, acute coronary syndrome, stroke or CVD death), kidney outcomes (incident end stage kidney disease [ESKD], incident AKI, and eGFR decline ≥30%), and all-cause mortality. We used linear mixed models to examine the association of uDKK3 with annual percentage change in eGFR. Models were adjusted for demographic and clinical characteristics, eGFR and albuminuria. RESULTS Over a median follow up of 3.5 years, there were 292 CVD, 73 ESKD, 183 AKI, 471 eGFR decline, and 228 mortality events. In multivariable models without adjustment for eGFR and albuminuria, uDKK3 was strongly associated with CVD, ESKD, AKI, eGFR decline ≥30%, and mortality. However, after further adjustment for eGFR and albuminuria, uDKK3 was no longer associated with risks for composite CVD (hazard ratio [HR] 1.07, 95% confidence interval [CI] 0.92-1.23), ESKD (0.80; 0.62-1.02), AKI (1.01; 0.85-1.21), eGFR decline >30% (0.88; 0.79-0.99) or mortality (1.02; 0.87-1.20). For the linear eGFR change outcome, higher uDKK3 also had no association in the fully adjusted model (-0.03; -0.41-0.36). CONCLUSIONS Among individuals with hypertension and non-diabetic CKD, higher uDKK3 appeared to have associations with a greater risk of CVD events, incident ESKD, incident AKI, eGFR decline ≥30%, and mortality, but was not independent of eGFR and albuminuria.
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Affiliation(s)
- Vanessa-Giselle Peschard
- University of California, San Francisco, California
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Rebecca Scherzer
- University of California, San Francisco, California
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Ronit Katz
- University of Washington, Seattle, Washington
| | - Teresa K Chen
- University of California, San Francisco, California
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | | | - Kasey Campos
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Michelle M Estrella
- University of California, San Francisco, California
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Medical Center, San Francisco, California
| | - Joachim H Ix
- University of California, San Diego, California
- Veterans Affairs San Diego Healthcare System, San Diego, California
| | - Michael G Shlipak
- University of California, San Francisco, California
- Kidney Health Research Collaborative, San Francisco Veterans Affairs Medical Center, San Francisco, California
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Bullen AL, Katz R, Garimella PS, Vaingankar S, Judd SE, Rifkin DE, Gutierrez OM, Wang H, Ix JH. Tubule dysfunction and injury and future risk of sepsis-associated acute kidney injury. Clin Nephrol 2024; 101:138-146. [PMID: 38156782 DOI: 10.5414/cn111264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/06/2024] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND Novel biomarkers can quantify both kidney tubule function, including proximal tubule reabsorptive (urine α-1 microglobulin (uα1m)) and tubule protein synthesis capacities (urine uromodulin (uUMOD)), and tubular injury (urine neutrophil gelatinase-associated lipocalin (uNGAL)). In a blood pressure trial, we reported that lower reabsorptive and synthetic protein capacity at times of health predicted future risk of acute kidney injury (AKI), but most AKI was related to hemodynamic causes in this trial. Associations between tubular function and injury and future AKI related to other causes is unknown. MATERIALS AND METHODS We performed a case-control study in REGARDS, a population-based cohort study, among participants who provided urine at the baseline visit. We matched each septic AKI case by age, sex, race, and time from baseline to hospital admission 1 : 1 to a participant with sepsis who did not develop AKI (controls). Using conditional logistic regression, we evaluated the associations of uα1m, uUMOD, urine ammonium, and uNGAL with septic AKI. RESULTS Mean age was 69 ± 8 years, 44% were female, and 39% were Black participants. Median baseline eGFR among cases and controls was 73 (55, 90) and 82 (65, 92) mL/min/1.73m2, and median albuminuria was 19 (8, 87) vs. 9 (5, 22) mg/g, respectively. No independent associations were observed between the tubule function or injury markers and subsequent risk of septic AKI once models were adjusted for baseline albuminuria, estimated glomerular filtration rate, and other risk factors. CONCLUSION Among community participants, tubule function and injury markers at times of health were not independently associated with future risk of septic AKI.
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Bullen AL, Katz R, Poursadrolah S, Short SAP, Long DL, Cheung KL, Sharma S, Al-Rousan T, Fregoso A, Schulte J, Gutierrez OM, Shlipak MG, Cushman M, Ix JH, Rifkin DE. Plasma proenkephalin A and incident chronic kidney disease and albuminuria in the REasons for Geographic And Racial Differences in Stroke (REGARDS) cohort. BMC Nephrol 2024; 25:16. [PMID: 38200454 PMCID: PMC10782722 DOI: 10.1186/s12882-023-03432-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 12/07/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Plasma proenkephalin A (PENK-A) is a precursor of active enkephalins. Higher blood concentrations have been associated with estimated glomerular filtration rate (eGFR) decline in European populations. Due to the significant disparity in incident chronic kidney disease (CKD) between White and Black people, we evaluated the association of PENK-A with incident CKD and other kidney outcomes among a biracial cohort in the U.S. METHODS In a nested cohort of 4,400 participants among the REasons for Geographic And Racial Differences in Stroke, we determined the association between baseline PENK-A concentration and incident CKD using the creatinine-cystatin C CKD-EPI 2021 equation without race coefficient, significant eGFR decline, and incident albuminuria between baseline and a follow-up visit 9.4 years later. We tested for race and sex interactions. We used inverse probability sampling weights to account for the sampling design. RESULTS At baseline, mean (SD) age was 64 (8) years, 49% were women, and 52% were Black participants. 8.5% developed CKD, 21% experienced ≥ 30% decline in eGFR and 18% developed albuminuria. There was no association between PENK-A and incident CKD and no difference by race or sex. However, higher PENK-A was associated with increased odds of progressive eGFR decline (OR: 1.12; 95% CI 1.00, 1.25). Higher PENK-A concentration was strongly associated with incident albuminuria among patients without diabetes mellitus (OR: 1.29; 95% CI 1.09, 1.53). CONCLUSION While PENK-A was not associated with incident CKD, its associations with progression of CKD and incident albuminuria, among patients without diabetes, suggest that it might be a useful tool in the evaluation of kidney disease among White and Black patients.
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Affiliation(s)
- Alexander L Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA.
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, CA, USA.
| | - Ronit Katz
- University of Washington, Seattle, WA, USA
| | - Sayna Poursadrolah
- Department of Medicine, University of California San Diego, San Diego, CA, USA
| | | | - D Leann Long
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Katharine L Cheung
- Division of Nephrology, Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Shilpa Sharma
- Division of Nephrology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Nephrology Section, Veteran Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Tala Al-Rousan
- Division of Preventive Medicine, Department of Family Medicine and Public Health, University of California San Diego, San Diego, CA, USA
| | - Alma Fregoso
- School of Medicine, University of California San Diego, San Diego, CA, USA
| | | | - Orlando M Gutierrez
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, Department of Medicine, University of California, San Francisco, CA, USA
- Department of Medicine, San Francisco VA Medical Center, San Francisco, CA, USA
| | - Mary Cushman
- Department of Pathology and Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, USA
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Joachim H Ix
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, CA, USA
| | - Dena E Rifkin
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, CA, USA
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Bullen AL, Vaingankar S, Madero M, Lopez Gil S, Macedo E, Ix JH, Rifkin DE, Garimella PS. Urine Uromodulin, Kidney Tubulointerstitial Fibrosis, and Furosemide Response. Nephron Clin Pract 2023:000534578. [PMID: 38043509 DOI: 10.1159/000534578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 10/07/2023] [Indexed: 12/05/2023] Open
Abstract
BACKGROUND Interstitial fibrosis and tubular atrophy (IFTA) are common findings on biopsy in chronic kidney disease (CKD) and strongly predictive of kidney failure. IFTA is poorly correlated with estimated glomerular filtration rate (eGFR) and albuminuria, the most common metrics of kidney disease. Thus, IFTA is prognostically important, yet its presence and severity are invisible to the clinician except when kidney biopsies are obtained. OBJECTIVES To investigate 1) the cross-sectional association between urine uromodulin (uUMOD) and IFTA, and 2) to determine whether uUMOD levels were associated with diuretic response after a furosemide stress test. METHODS We performed logistic regression to evaluate the association between uUMOD and fibrosis. We used linear regression models to assess the association of uUMOD with urine output. RESULTS Among 52 participants, the mean age was 42 ± 16 years, 48% were women, 23% had diabetes, and the median eGFR was 56 ml/min/1.73m2. The mean uUMOD concentration was 5.1 (8.4) mcg/mL. Each halving of uUMOD was associated with 1.74 higher odds (95% CI 1.10, 2.75) of grade 2 or 3 fibrosis. However, this association was no longer significant after adjusting for baseline eGFR and albuminuria. Each halving of urine uromodulin was associated with a decreased response to furosemide. This association was also no longer significant after adjusting for baseline eGFR and albuminuria. CONCLUSION In a population of individuals with a wide range of kidney function undergoing clinically indicated kidney biopsies, we did not find an association between uUMOD and interstitial fibrosis or response to loop diuretics after adjusting for eGFR and albuminuria.
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Bullen AL, Fregoso A, Ascher SB, Shlipak MG, Ix JH, Rifkin DE. Markers of Kidney Tubule Dysfunction and Major Adverse Kidney Events. Nephron Clin Pract 2023; 147:713-716. [PMID: 37524063 DOI: 10.1159/000531946] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/09/2023] [Indexed: 08/02/2023] Open
Abstract
BACKGROUND Serum creatinine and albuminuria are primary markers of glomerular function and injury, respectively. Tubular secretion, acid-base homeostasis, protein reabsorption, among other tubular functions, are largely ignored. This mini-review aimed to discuss how two tubular functions, secretion, and acid-base homeostasis are associated with major adverse kidney events (MAKEs). SUMMARY Proximal tubular secretion is an essential function that allows the elimination of endogenous substances and drugs. Recently discovered endogenous markers in urine and plasma allow a noninvasive way of assessing tubular secretion markers. Several studies have found an association between these markers and a higher risk of chronic kidney disease (CKD) progression and mortality. In a study we recently performed among patients with CKD and at risk of cardiovascular events, lower tubular secretion was associated with an increased risk of acute kidney injury and metabolic acidosis, independent of baseline eGFR and albuminuria. The kidney tubules also play a crucial role in acid-base homeostasis. Although the standard clinical assessment of acidosis consists of measuring serum bicarbonate, urinary ammonium excretion decreases before over metabolic acidosis. Urinary ammonium excretion is associated with CKD progression, a higher risk of kidney failure, and an increased mortality risk, independent of baseline eGFR and albuminuria. KEY MESSAGES Novel biomarkers of kidney tubular health consistently associate with MAKEs, above and beyond baseline eGFR, albuminuria, and other CKD risk factors. Tubular markers may provide new opportunities to improve kidney prognosis, drug dosing, and monitoring for adverse events.
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Affiliation(s)
- Alexander L Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California, USA
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Alma Fregoso
- School of Medicine, University of California San Diego, San Diego, California, USA
| | - Simon B Ascher
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California, San Francisco, California, USA
- Division of Hospital Medicine, University of California Davis, Sacramento, California, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California, San Francisco, California, USA
| | - Joachim H Ix
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California, USA
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Dena E Rifkin
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California, USA
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
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Cheung KL, Crews DC, Cushman M, Yuan Y, Wilkinson K, Long DL, Judd SE, Shlipak MG, Ix JH, Bullen AL, Warnock DG, Gutiérrez OM. Risk Factors for Incident CKD in Black and White Americans: The REGARDS Study. Am J Kidney Dis 2023; 82:11-21.e1. [PMID: 36621640 PMCID: PMC10293023 DOI: 10.1053/j.ajkd.2022.11.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 11/22/2022] [Indexed: 01/07/2023]
Abstract
RATIONALE & OBJECTIVE Little information exists on the incidence of and risk factors for chronic kidney disease (CKD) in contemporary US cohorts and whether risk factors differ by race, sex, or region in the United States. STUDY DESIGN Observational cohort study. SETTING & PARTICIPANTS 4,198 Black and 7,799 White participants aged at least 45 years, recruited from 2003 through 2007 across the continental United States, with baseline estimated glomerular filtration rate (eGFR)>60mL/min/1.73m2 and eGFR assessed again approximately 9 years later. EXPOSURES Age, sex, race (Black or White), region ("stroke belt" or other), education, income, systolic blood pressure, body mass index, diabetes, coronary heart disease, hyperlipidemia, smoking, and albuminuria. OUTCOMES (1) eGFR change and (2) incident CKD defined as eGFR<60mL/min/1.73m2 and≥40% decrease from baseline or kidney failure. ANALYTICAL APPROACH Linear regression and modified Poisson regression were used to determine the association of risk factors with eGFR change and incident CKD overall and stratified by race, sex, and region. RESULTS Mean age of participants was 63±8 (SD) years, 54% were female, and 35% were Black. After 9.4±1.0 years of follow-up, CKD developed in 9%. In an age-, sex-, and race-adjusted model, Black race (β =-0.13; P<0.001) was associated with higher risk of eGFR change, but this was attenuated in the fully adjusted model (β=0.02; P=0.5). Stroke belt residence was independently associated with eGFR change (β =-0.10; P<0.001) and incident CKD (relative risk, 1.14 [95% CI, 1.01-1.30]). Albuminuria was more strongly associated with eGFR change (β of-0.26 vs-0.17; P=0.01 for interaction) in Black compared with White participants. Results were similar for incident CKD. LIMITATIONS Persons of Hispanic ethnicity were excluded; unknown duration and/or severity of risk factors. CONCLUSIONS Established CKD risk factors accounted for higher risk of incident CKD in Black versus White individuals. Albuminuria was a stronger risk factor for eGFR decrease and incident CKD in Black compared with White individuals. Living in the US stroke belt is a novel risk factor for CKD.
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Affiliation(s)
- Katharine L Cheung
- Divisions of Nephrology, Larner College of Medicine at The University of Vermont, Burlington, Vermont.
| | - Deidra C Crews
- Division of Nephrology, Johns Hopkins University, Baltimore, Maryland
| | - Mary Cushman
- Hematology/Oncology, Department of Medicine, Larner College of Medicine at The University of Vermont, Burlington, Vermont
| | - Ya Yuan
- School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama
| | - Katherine Wilkinson
- Larner College of Medicine at The University of Vermont, Burlington, Vermont
| | - D Leann Long
- School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama
| | - Suzanne E Judd
- School of Public Health, University of Alabama at Birmingham, Birmingham, Alabama
| | - Michael G Shlipak
- Division of Nephrology, University of California, San Francisco, San Francisco, California
| | - Joachim H Ix
- Division of Nephrology, University of California, San Diego, La Jolla, California
| | - Alexander L Bullen
- Division of Nephrology, University of California, San Diego, La Jolla, California
| | - David G Warnock
- Division of Nephrology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Orlando M Gutiérrez
- Division of Nephrology, University of Alabama at Birmingham, Birmingham, Alabama
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Bullen AL, Katz R, Kumar U, Gutierrez OM, Sarnak MJ, Kramer HJ, Shlipak MG, Ix JH, Judd SE, Cushman M, Garimella PS. Lipid accumulation product, visceral adiposity index and risk of chronic kidney disease. BMC Nephrol 2022; 23:401. [PMID: 36522626 PMCID: PMC9753382 DOI: 10.1186/s12882-022-03026-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 11/30/2022] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Lipid accumulation product (LAP) and visceral adiposity index (VAI) are novel, non-imaging markers of visceral adiposity that are calculated by using body mass index (BMI), waist circumference (WC) and serum lipid concentrations. We hypothesized that LAP and VAI are more strongly associated with adverse kidney outcomes than BMI and WC. METHODS Using data from the REasons for Geographic and Racial Differences in Stroke (REGARDS) study, we used multivariable logistic regression to evaluate associations of LAP, VAI, BMI and WC with incident chronic kidney disease (CKD), (incident eGFR < 60 ml/min/1.73m2 and > 25% decline). RESULTS Among the overall cohort of 27,550 participants, the mean baseline age was 65 years; 54% were women; and 41% were African American. After a median of 9.4 years (IQR 8.6, 9.9) of follow-up, a total of 1127 cases of incident CKD were observed. Each two-fold higher value of VAI (OR 1.12, 95% CI 1.04, 1.20), LAP (OR 1.21, 95% CI 1.13, 1.29), WC (OR 2.10, 95% CI 1.60, 2.76) and BMI (OR: 2.66, 95% CI 1.88, 3.77), was associated with greater odds of incident CKD. CONCLUSIONS LAP and VAI as measures of visceral adiposity are associated with higher odds of incident CKD but may not provide information beyond WC and BMI.
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Affiliation(s)
- Alexander L Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA.
- Division of Nephrology & Hypertension, University of California San Diego, 200 W Arbor Dr.. M/C 8409 MPF L030, San Diego, CA, 92103, USA.
| | - Ronit Katz
- Division of Obstetrics and Gynecology, University of Washington, Seattle, WA, USA
| | - Ujjala Kumar
- Division of Nephrology & Hypertension, University of California San Diego, 200 W Arbor Dr.. M/C 8409 MPF L030, San Diego, CA, 92103, USA
| | - Orlando M Gutierrez
- Division of Nephrology, UAB Heersink School of Medicine, Birmingham, AL, USA
| | - Mark J Sarnak
- Division of Nephrology, Tufts Medical Center, Boston, MA, USA
| | - Holly J Kramer
- Division of Nephrology and Hypertension, Loyola University Medical Center, Maywood, IL, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, Department of Medicine, University of California, San Francisco, CA, USA
- Department of Medicine, San Francisco VA Medical Center, San Francisco, CA, USA
| | - Joachim H Ix
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA
- Division of Nephrology & Hypertension, University of California San Diego, 200 W Arbor Dr.. M/C 8409 MPF L030, San Diego, CA, 92103, USA
| | - Suzanne E Judd
- Department of Biostatistics, UAB School of Public Health, Birmingham, AL, USA
| | - Mary Cushman
- Division of Hematology and Oncology, University of Vermont, Colchester, VT, USA
| | - Pranav S Garimella
- Division of Nephrology & Hypertension, University of California San Diego, 200 W Arbor Dr.. M/C 8409 MPF L030, San Diego, CA, 92103, USA
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9
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Bullen AL, Ascher SB, Scherzer R, Garimella PS, Katz R, Hallan SI, Cheung AK, Raphael KL, Estrella MM, Jotwani VK, Malhotra R, Seegmiller JC, Shlipak MG, Ix JH. Markers of Kidney Tubular Secretion and Risk of Adverse Events in SPRINT Participants with CKD. J Am Soc Nephrol 2022; 33:1915-1926. [PMID: 35973732 PMCID: PMC9528325 DOI: 10.1681/asn.2022010117] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 06/13/2022] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Kidney tubular secretion is an essential mechanism for clearing many common antihypertensive drugs and other metabolites and toxins. It is unknown whether novel measures of tubular secretion are associated with adverse events (AEs) during hypertension treatment. METHODS Among 2089 SPRINT (Systolic Blood Pressure Intervention Trial) participants with baseline eGFR <60 ml/min per 1.73 m2, we created a summary secretion score by averaging across the standardized spot urine-to-plasma ratios of ten novel endogenous tubular secretion measures, with lower urine-to-plasma ratios reflecting worse tubular secretion. Multivariable Cox proportional hazards models were used to evaluate associations between the secretion score and risk of a composite of prespecified serious AEs (hypotension, syncope, bradycardia, AKI, electrolyte abnormalities, and injurious falls). The follow-up protocol for SPRINT routinely assessed two laboratory monitoring AEs (hyperkalemia and hypokalemia). RESULTS Overall, 30% of participants experienced at least one AE during a median follow-up of 3.0 years. In multivariable models adjusted for eGFR and albuminuria, lower (worse) secretion scores at baseline were associated with greater risk of the composite AE outcome (hazard ratio per 1-SD lower secretion score, 1.16; 95% confidence interval, 1.04 to 1.27). In analyses of the individual AEs, lower secretion score was associated with significantly greater risk of AKI, serious electrolyte abnormalities, and ambulatory hyperkalemia. Associations were similar across randomized treatment assignment groups. CONCLUSION Among SPRINT participants with CKD, worse tubular secretion was associated with greater risk of AEs, independent of eGFR and albuminuria.
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Affiliation(s)
- Alexander L. Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, California
- Division of Nephrology-Hypertension, University of California, San Diego, California
| | - Simon B. Ascher
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California, San Francisco, California
- Division of Hospital Medicine, University of California Davis, Sacramento, California
| | - Rebecca Scherzer
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California, San Francisco, California
| | - Pranav S. Garimella
- Division of Nephrology-Hypertension, University of California, San Diego, California
| | - Ronit Katz
- Department of Obstetrics and Gynecology, University of Washington, Seattle, Washington
| | - Stein I. Hallan
- Department of Clinical and Molecular Medicine, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Nephrology, St Olav University Hospital, Trondheim, Norway
| | - Alfred K. Cheung
- Division of Nephrology and Hypertension, University of Utah Health, Salt Lake City, Utah
- Medical Service, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, Utah
| | - Kalani L. Raphael
- Division of Nephrology and Hypertension, Department of Medicine, Oregon Health and Science University and VA Portland Health Care System, Portland, Oregon
| | - Michelle M. Estrella
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California, San Francisco, California
| | - Vasantha K. Jotwani
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California, San Francisco, California
| | - Rakesh Malhotra
- Division of Nephrology-Hypertension, University of California, San Diego, California
| | - Jesse C. Seegmiller
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota
| | - Michael G. Shlipak
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California, San Francisco, California
| | - Joachim H. Ix
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, California
- Division of Nephrology-Hypertension, University of California, San Diego, California
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10
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Ascher SB, Scherzer R, Estrella MM, Berry JD, de Lemos JA, Jotwani VK, Garimella PS, Malhotra R, Bullen AL, Katz R, Ambrosius WT, Cheung AK, Chonchol M, Killeen AA, Ix JH, Shlipak MG. Kidney tubule health, mineral metabolism and adverse events in persons with CKD in SPRINT. Nephrol Dial Transplant 2022; 37:1637-1646. [PMID: 34473302 PMCID: PMC9649818 DOI: 10.1093/ndt/gfab255] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Measures of kidney tubule health are risk markers for acute kidney injury (AKI) in persons with chronic kidney disease (CKD) during hypertension treatment, but their associations with other adverse events (AEs) are unknown. METHODS Among 2377 Systolic Blood Pressure Intervention Trial (SPRINT) participants with CKD, we measured at baseline eight urine biomarkers of kidney tubule health and two serum biomarkers of mineral metabolism pathways that act on the kidney tubules. Cox proportional hazards models were used to evaluate biomarker associations with risk of a composite of pre-specified serious AEs (hypotension, syncope, electrolyte abnormalities, AKI, bradycardia and injurious falls) and outpatient AEs (hyperkalemia and hypokalemia). RESULTS At baseline, the mean age was 73 ± 9 years and mean estimated glomerular filtration rate (eGFR) was 46 ± 11 mL/min/1.73 m2. During a median follow-up of 3.8 years, 716 (30%) participants experienced the composite AE. Higher urine interleukin-18, kidney injury molecule-1, neutrophil gelatinase-associated lipocalin (NGAL) and monocyte chemoattractant protein-1 (MCP-1), lower urine uromodulin (UMOD) and higher serum fibroblast growth factor-23 were individually associated with higher risk of the composite AE outcome in multivariable-adjusted models including eGFR and albuminuria. When modeling biomarkers in combination, higher NGAL [hazard ratio (HR) = 1.08 per 2-fold higher biomarker level, 95% confidence interval (CI) 1.03-1.13], higher MCP-1 (HR = 1.11, 95% CI 1.03-1.19) and lower UMOD (HR = 0.91, 95% CI 0.85-0.97) were each associated with higher composite AE risk. Biomarker associations did not vary by intervention arm (P > 0.10 for all interactions). CONCLUSIONS Among persons with CKD, several kidney tubule biomarkers are associated with higher risk of AEs during hypertension treatment, independent of eGFR and albuminuria.
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Affiliation(s)
- Simon B Ascher
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA.,Division of Hospital Medicine, University of California Davis, Sacramento, CA, USA
| | - Rebecca Scherzer
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA
| | - Michelle M Estrella
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA
| | - Jarett D Berry
- Divison of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - James A de Lemos
- Divison of Cardiology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Vasantha K Jotwani
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA
| | - Pranav S Garimella
- Division of Nephrology-Hypertension, University of California San Diego, San Diego, CA, USA
| | - Rakesh Malhotra
- Division of Nephrology-Hypertension, University of California San Diego, San Diego, CA, USA
| | - Alexander L Bullen
- Division of Nephrology-Hypertension, University of California San Diego, San Diego, CA, USA.,Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - Ronit Katz
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA, USA
| | - Walter T Ambrosius
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Alfred K Cheung
- Division of Nephrology and Hypertension, University of Utah Health, Salt Lake City, UT, USA.,Department of Medical Service, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Michel Chonchol
- Division of Renal Diseases and Hypertension, University of Colorado Denver, Aurora, CO, USA
| | - Anthony A Killeen
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Joachim H Ix
- Division of Nephrology-Hypertension, University of California San Diego, San Diego, CA, USA.,Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - Michael G Shlipak
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA
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11
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Ascher SB, Scherzer R, de Lemos JA, Estrella MM, Jotwani VK, Garimella PS, Bullen AL, Ambrosius WT, Ballantyne CM, Nambi V, Killeen AA, Ix JH, Shlipak MG, Berry JD. Associations of High-Sensitivity Troponin and Natriuretic Peptide Levels With Serious Adverse Events in SPRINT. J Am Heart Assoc 2022; 11:e023314. [PMID: 35243872 PMCID: PMC9075292 DOI: 10.1161/jaha.121.023314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Assessing the risk of serious adverse events (SAEs) during hypertension treatment is important for understanding the benefit‐harm trade‐offs of lower blood pressure goals. It is unknown whether high‐sensitivity cardiac troponin T (hs‐cTnT) and N‐terminal pro‐B‐type natriuretic peptide (NT‐proBNP) provide information about SAEs. Methods and Results In SPRINT (Systolic Blood Pressure Intervention Trial), hs‐cTnT and NT‐proBNP were measured at baseline in 8828 (94.3%) and 8836 (94.4%) participants, respectively. Multivariable Cox proportional hazards models were used to evaluate hs‐cTnT and NT‐proBNP associations with a composite of SPRINT’s SAEs of interest: hypotension, syncope, bradycardia, acute kidney injury, electrolyte abnormalities, and injurious falls. Elevations in hs‐cTnT and NT‐proBNP were associated with increased composite SAE risk (hazard ratio [HR] per 2‐fold higher hs‐cTnT: 1.15; 95% CI, 1.06‒1.25; HR per 2‐fold higher NT‐proBNP: 1.09; 95% CI, 1.05‒1.14). Compared with both hs‐cTnT and NT‐proBNP in the lower tertiles, both biomarkers in the highest tertile was associated with increased composite SAE risk (HR, 1.56; 95% CI, 1.32‒1.84). Composite SAE risk was higher in the intensive‐treatment group than in the standard‐treatment group for participants with both biomarkers in the lower tertiles, but similar between treatment groups for participants with both biomarkers in the highest tertile (P for interaction=0.008). Conclusions Elevations in hs‐cTnT and NT‐proBNP individually and in combination are associated with higher composite SAE risk in SPRINT. The differential impact of blood pressure treatment on SAE risk across combined biomarker categories may have implications for identifying individuals with more favorable benefit‐harm profiles for intensive blood pressure lowering.
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Affiliation(s)
- Simon B Ascher
- Department of Medicine Kidney Health Research Collaborative San Francisco Veterans Affairs Health Care System and University of California San Francisco San Francisco CA.,Division of Hospital Medicine University of California Davis Sacramento CA
| | - Rebecca Scherzer
- Department of Medicine Kidney Health Research Collaborative San Francisco Veterans Affairs Health Care System and University of California San Francisco San Francisco CA
| | - Jame A de Lemos
- Divison of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
| | - Michelle M Estrella
- Department of Medicine Kidney Health Research Collaborative San Francisco Veterans Affairs Health Care System and University of California San Francisco San Francisco CA
| | - Vasantha K Jotwani
- Department of Medicine Kidney Health Research Collaborative San Francisco Veterans Affairs Health Care System and University of California San Francisco San Francisco CA
| | - Pranav S Garimella
- Division of Nephrology-Hypertension University of California San Diego San Diego CA
| | - Alexander L Bullen
- Division of Nephrology-Hypertension University of California San Diego San Diego CA.,Nephrology Section Veterans Affairs San Diego Healthcare System San Diego CA
| | - Walter T Ambrosius
- Department of Biostatistics and Data Science Wake Forest School of Medicine Winston-Salem NC
| | - Christie M Ballantyne
- Department of Medicine and Center for Cardiometabolic Disease Prevention Baylor College of Medicine Houston TX
| | - Vijay Nambi
- Department of Medicine and Center for Cardiometabolic Disease Prevention Baylor College of Medicine Houston TX.,Department of Medicine Michael E. DeBakey Veterans Affairs Medical Center Houston TX
| | - Anthony A Killeen
- Department of Laboratory Medicine and Pathology University of Minnesota Minneapolis MN
| | - Joachim H Ix
- Division of Nephrology-Hypertension University of California San Diego San Diego CA.,Nephrology Section Veterans Affairs San Diego Healthcare System San Diego CA
| | - Michael G Shlipak
- Department of Medicine Kidney Health Research Collaborative San Francisco Veterans Affairs Health Care System and University of California San Francisco San Francisco CA
| | - Jarett D Berry
- Divison of Cardiology Department of Internal Medicine University of Texas Southwestern Medical Center Dallas TX
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12
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Affiliation(s)
- Alexander L Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California; Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California.
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13
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Bullen AL, Garimella PS. Beyond the Glomerulus-Kidney Tubule Markers and Diabetic Kidney Disease Progression. Kidney Int Rep 2021; 6:1200-1202. [PMID: 34015067 PMCID: PMC8116901 DOI: 10.1016/j.ekir.2021.03.879] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 03/08/2021] [Indexed: 12/26/2022] Open
Affiliation(s)
- Alexander L. Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California, USA
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Pranav S. Garimella
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
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14
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Bullen AL, Katz R, Jotwani V, Garimella PS, Lee AK, Estrella MM, Shlipak MG, Ix JH. Biomarkers of Kidney Tubule Health, CKD Progression, and Acute Kidney Injury in SPRINT (Systolic Blood Pressure Intervention Trial) Participants. Am J Kidney Dis 2021; 78:361-368.e1. [PMID: 33857535 DOI: 10.1053/j.ajkd.2021.01.021] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 01/25/2021] [Indexed: 12/22/2022]
Abstract
RATIONALE & OBJECTIVE The Systolic Blood Pressure Intervention Trial (SPRINT) compared the effect of intensive versus standard systolic blood pressure targets on cardiovascular morbidity and mortality. In this ancillary study, we evaluated the use of exploratory factor analysis (EFA) to combine biomarkers of kidney tubule health in urine and plasma and then study their role in longitudinal estimated glomerular filtration rate (eGFR) change and risk of acute kidney injury (AKI). STUDY DESIGN Observational cohort nested in a clinical trial. SETTING & PARTICIPANTS 2,351 SPRINT participants with eGFR < 60 mL/min/1.73 m2 at baseline. EXPOSURE Levels of neutrophil gelatinase-associated lipocalin (NGAL), interleukin 18 (IL-18), chitinase-3-like protein (YKL-40), kidney injury molecule 1 (KIM-1), monocyte chemoattractant protein 1 (MCP-1), α1-microglobulin (A1M) and β2-microglobulin (B2M), uromodulin (UMOD), fibroblast growth factor 23 (FGF-23), and intact parathyroid hormone (PTH). OUTCOME Longitudinal changes in eGFR and risk of AKI. ANALYTICAL APPROACH We performed EFA to capture different tubule pathophysiologic processes. We used linear mixed effects models to evaluate the association of each factor with longitudinal changes in eGFR. We evaluated the association of the tubular factors scores with AKI using Cox proportional hazards regression. RESULTS From 10 biomarkers, EFA generated 4 factors reflecting tubule injury/repair (NGAL, IL-18, and YKL-40), tubule injury/fibrosis (KIM-1 and MCP-1), tubule reabsorption (A1M and B2M), and tubule reserve/mineral metabolism (UMOD, FGF-23, and PTH). Each 1-SD higher tubule reserve/mineral metabolism factor score was associated with a 0.58% (95% CI, 0.39%-0.67%) faster eGFR decline independent of baseline eGFR and albuminuria. Both the tubule injury/repair and tubule injury/fibrosis factors were independently associated with future risk of AKI (per 1 SD higher, HRs of 1.18 [95% CI, 1.10-1.37] and 1.23 [95% CI, 1.02-1.48], respectively). LIMITATIONS The factors require validation in other settings. CONCLUSIONS EFA allows parsimonious subgrouping of biomarkers into factors that are differentially associated with progressive eGFR decline and AKI. These subgroups may provide insights into the pathological processes driving adverse kidney outcomes.
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Affiliation(s)
- Alexander L Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA
| | - Ronit Katz
- Department of Obstetrics & Gynecology, University of Washington, Seattle, WA
| | - Vasantha Jotwani
- Kidney Health Research Collaborative, Department of Medicine, University of California-San Francisco, San Francisco, CA; Department of Medicine, San Francisco VA Medical Center, San Francisco, CA
| | - Pranav S Garimella
- Division of Nephrology and Hypertension, Department of Medicine, University of California-San Diego, San Diego, CA
| | - Alexandra K Lee
- Kidney Health Research Collaborative, Department of Medicine, University of California-San Francisco, San Francisco, CA
| | - Michelle M Estrella
- Kidney Health Research Collaborative, Department of Medicine, University of California-San Francisco, San Francisco, CA; Department of Medicine, San Francisco VA Medical Center, San Francisco, CA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, Department of Medicine, University of California-San Francisco, San Francisco, CA; Department of Epidemiology and Biostatistics, University of California-San Francisco, San Francisco, CA; Department of Medicine, San Francisco VA Medical Center, San Francisco, CA
| | - Joachim H Ix
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA; Division of Nephrology and Hypertension, Department of Medicine, University of California-San Diego, San Diego, CA; Division of Preventive Medicine, Department of Family Medicine and Public Health, University of California-San Diego, San Diego, CA.
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15
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Bullen AL, Cashion W, Webster L, Palevsky PM, Weisbord SD, Ix JH. Estimated Urinary Flow Rate and Contrast-Associated Acute Kidney Injury Risk: The PRESERVE (Prevention of Serious Adverse Events Following Angiography) Trial. Kidney Med 2021; 3:461-463. [PMID: 34136794 PMCID: PMC8178467 DOI: 10.1016/j.xkme.2020.12.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022] Open
Affiliation(s)
- Alexander L Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla.,Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, CA
| | - Winn Cashion
- Renal Section, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA.,Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Luke Webster
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, CA
| | - Paul M Palevsky
- Renal Section, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA.,Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Steven D Weisbord
- Renal Section, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA.,Renal-Electrolyte Division, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Joachim H Ix
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla.,Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, CA.,Division of Preventive Medicine, Department of Family Medicine and Public Health, University of California San Diego, San Diego, CA
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16
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Sharma S, Katz R, Bullen AL, Chaves PHM, de Leeuw PW, Kroon AA, Houben AJHM, Shlipak MG, Ix JH. Intact and C-Terminal FGF23 Assays-Do Kidney Function, Inflammation, and Low Iron Influence Relationships With Outcomes? J Clin Endocrinol Metab 2020; 105:5909159. [PMID: 32951052 PMCID: PMC7571450 DOI: 10.1210/clinem/dgaa665] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Accepted: 09/18/2020] [Indexed: 12/16/2022]
Abstract
CONTEXT Higher fibroblast growth factor-23 (FGF23) concentrations are associated with heart failure and mortality in diverse populations, but the strengths of associations differ markedly depending up on which assay is used. OBJECTIVE We sought to evaluate whether iron deficiency, inflammation, or kidney function account for differences in the strengths of associations between these 2 FGF23 assays with clinical outcomes. DESIGN Case cohort study from the Cardiovascular Health Study. SETTING A total of 844 community-dwelling individuals aged 65 years or older with and without chronic kidney disease were followed for 10 years. OUTCOMES Outcomes included death, incident heart failure (HF), and incident myocardial infarction (MI). Exposure was baseline intact and C-terminal FGF23. Using modified Cox models, adjusting sequentially we tested whether observed associations of each assay with outcomes were attenuated by iron status, inflammation, kidney function, or their combinations. RESULTS FGF23 measured by either assay was associated with mortality in unadjusted analysis (intact FGF23 hazard ratio [HR] per 2-fold higher 1.45; 95% CI, 1.25-1.68; C-terminal FGF23 HR 1.38; 95% CI, 1.26-1.50). Adjustment for kidney function completely attenuated associations of intact FGF23 with mortality (HR 1.00; 95% CI, 0.85-1.17), but had much less influence on the association of C-terminal FGF23, for which results remained significant after adjustment (HR 1.15; 95% CI, 1.04-1.28). Attenuation was much less with adjustment for iron status or inflammation. Results were similar for the HF end point. Neither C-terminal or intact FGF23 was associated with MI risk. CONCLUSIONS The relationship of FGF23 with clinical end points is markedly different depending on the type of FGF23 assay used. The associations of biologically active FGF23 with clinical end points may be confounded by kidney disease, and thus much weaker than previously thought.
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Affiliation(s)
- Shilpa Sharma
- Division of Nephrology, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, California
- Nephrology Section, Veteran Affairs Greater Los Angeles Healthcare System, Los Angeles, California
| | - Ronit Katz
- University of Washington, Seattle, Washington
| | - Alexander L Bullen
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California
| | - Paulo H M Chaves
- Benjamin Leon Center for Geriatric Research and Education, Department of Translational Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, Florida
| | - Peter W de Leeuw
- Department of Internal Medicine and CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre, MD Maastricht, the Netherlands
| | - Abraham A Kroon
- Department of Internal Medicine and CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre, MD Maastricht, the Netherlands
| | - Alfons J H M Houben
- Department of Internal Medicine and CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre, MD Maastricht, the Netherlands
| | | | - Joachim H Ix
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California
- Correspondence and Reprint Requests: Joachim H. Ix, MD, MAS, University of California San Diego, San Diego, CA 92103, USA. E-mail:
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17
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Bullen AL, Ix JH. Is Tubular Dysfunction a Risk Factor for AKI? Nephron Clin Pract 2020; 144:680-682. [PMID: 32739917 DOI: 10.1159/000508697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 05/14/2020] [Indexed: 11/19/2022] Open
Abstract
Tubular functions are critical for homeostasis maintenance. However, tubular function markers are not typically assessed in routine clinical care. Recent research by our group has revealed that tubular dysfunction at baseline is a risk factor for subsequent acute kidney injury (AKI), independent of estimated glomerular filtration rate and albuminuria. Here, we describe the underlying hypotheses and biological insights and contrast the changes in tubule function versus injury both before and after an AKI episode.
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Affiliation(s)
- Alexander L Bullen
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA.,Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California, USA
| | - Joachim H Ix
- Division of Nephrology-Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA, .,Division of Preventive Medicine, Department of Family Medicine and Public Health, University of California San Diego, San Diego, California, USA, .,Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, California, USA,
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18
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Ginsberg C, Katz R, Chonchol MB, Bullen AL, Raphael KL, Zhang WR, Ambrosius WT, Bates JT, Neyra JA, Killeen AA, Punzi H, Shlipak MG, Ix JH. The Effects of Intensive Blood Pressure Lowering on Markers of Mineral Metabolism in Persons with CKD in SPRINT. Clin J Am Soc Nephrol 2020; 15:852-854. [PMID: 32376678 PMCID: PMC7274286 DOI: 10.2215/cjn.01400220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Charles Ginsberg
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, California .,Division of Nephrology-Hypertension, University of California, San Diego, California
| | - Ronit Katz
- Kidney Research Institute, University of Washington, Seattle, Washington
| | - Michel B Chonchol
- Division of Renal Diseases and Hypertension, University of Anschutz Medical Center, Aurora, Colorado
| | - Alexander L Bullen
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, California.,Division of Nephrology-Hypertension, University of California, San Diego, California
| | - Kalani L Raphael
- Division of Nephrology and Hypertension, University of Utah Health, Salt Lake City, Utah
| | - William R Zhang
- Kidney Health Research Collaborative, Veterans Affairs Medical Center, San Francisco, California.,Department of Dermatology, University of California, San Francisco, California
| | - Walter T Ambrosius
- Division of Public Health Sciences, Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Jeffrey T Bates
- Department of Medicine, Michael E. DeBakey Veterans Affairs Medical Center and Baylor College of Medicine, Houston, Texas
| | - Javier A Neyra
- Division of Nephrology, Bone and Mineral Metabolism, Department of Internal Medicine, University of Kentucky, Lexington, Kentucky
| | - Anthony A Killeen
- Division of Nephrology, Department of Medicine, Tufts Medical Center, Boston, Massachusetts
| | | | - Michael G Shlipak
- Kidney Health Research Collaborative, Veterans Affairs Medical Center, San Francisco, California.,Department of Medicine, University of California, San Francisco, California
| | - Joachim H Ix
- Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, California.,Division of Nephrology-Hypertension, University of California, San Diego, California
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19
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Bullen AL, Katz R, Lee AK, Anderson CAM, Cheung AK, Garimella PS, Jotwani V, Haley WE, Ishani A, Lash JP, Neyra JA, Punzi H, Rastogi A, Riessen E, Malhotra R, Parikh CR, Rocco MV, Wall BM, Bhatt UY, Shlipak MG, Ix JH, Estrella MM. The SPRINT trial suggests that markers of tubule cell function in the urine associate with risk of subsequent acute kidney injury while injury markers elevate after the injury. Kidney Int 2019; 96:470-479. [PMID: 31262489 PMCID: PMC6650383 DOI: 10.1016/j.kint.2019.03.024] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Revised: 03/26/2019] [Accepted: 03/28/2019] [Indexed: 01/19/2023]
Abstract
Urine markers can quantify tubular function including reabsorption (α-1 microglobulin [α1m]) and β-2-microglobulin [β2m]) and protein synthesis (uromodulin). Individuals with tubular dysfunction may be less able to compensate to insults than those without, despite similar estimated glomerular filtration rate (eGFR) and albuminuria. Among Systolic Blood Pressure Intervention Trial (SPRINT) participants with an eGFR under 60 ml/min/1.73m2, we measured urine markers of tubular function and injury (neutrophil gelatinase-associated lipocalin [NGAL], kidney injury molecule-1 [KIM-1], interleukin-18 [IL-18], monocyte chemoattractant protein-1, and chitinase-3-like protein [YKL-40]) at baseline. Cox models evaluated associations with subsequent acute kidney injury (AKI) risk, adjusting for clinical risk factors, baseline eGFR and albuminuria, and the tubular function and injury markers. In a random subset, we remeasured biomarkers after four years, and compared changes in biomarkers in those with and without intervening AKI. Among 2351 participants, 184 experienced AKI during 3.8 years mean follow-up. Lower uromodulin (hazard ratio per two-fold higher (0.68, 95% confidence interval [0.56, 0.83]) and higher α1m (1.20; [1.01, 1.44]) were associated with subsequent AKI, independent of eGFR and albuminuria. None of the five injury markers were associated with eventual AKI. In the random subset of 947 patients with repeated measurements, the 59 patients with intervening AKI versus without had longitudinal increases in urine NGAL, IL-19, and YKL-40 and only 1 marker of tubule function (α1m). Thus, joint evaluation of tubule function and injury provided novel insights to factors predisposing to AKI, and responses to kidney injury.
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Affiliation(s)
- Alexander L Bullen
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Ronit Katz
- Department of Medicine, University of Washington, Seattle, Washington, USA
| | - Alexandra K Lee
- Kidney Health Research Collaborative, Department of Medicine, University of California, San Francisco, California, USA
| | - Cheryl A M Anderson
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA; Division of Preventive Medicine, Department of Family Medicine and Public Health, University of California-San Diego, San Diego, California, USA
| | - Alfred K Cheung
- Division of Nephrology & Hypertension, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA; Medical Service, Veterans Affairs, Salt Lake City Healthcare System, Salt Lake City, Utah, USA
| | - Pranav S Garimella
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Vasantha Jotwani
- Department of Medicine, San Francisco VA Medical Center, San Francisco, California, USA; Department of Epidemiology and Biostatistics, University of California, San Francisco, California, USA
| | - William E Haley
- Division of Nephrology and Hypertension, Mayo Clinic, Jacksonville, Florida, USA
| | - Areef Ishani
- Division of Medicine, Minneapolis Veterans Affairs Health Care System, Minneapolis, Minnesota, USA
| | - James P Lash
- Division of Nephrology, Department of Medicine, College of Medicine, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Javier A Neyra
- Division of Nephrology, Bone and Mineral Metabolism, University of Kentucky Medical Center, Lexington, Kentucky, USA; Center for Mineral Metabolism and Clinical Research, University of Texas Southwestern, Dallas, Texas, USA
| | - Henry Punzi
- UT Southwestern Medical Center, Carrollton, Texas, USA
| | - Anjay Rastogi
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles (UCLA), Los Angeles, California, USA
| | - Erik Riessen
- Medical Service, Veterans Affairs, Salt Lake City Healthcare System, Salt Lake City, Utah, USA
| | - Rakesh Malhotra
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Chirag R Parikh
- Department of Medicine, Section of Nephrology, Yale University, New Haven, Connecticut, USA
| | - Michael V Rocco
- Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Barry M Wall
- Division of Nephrology, Veterans Affairs Medical Center, Memphis, Tennessee, USA
| | - Udayan Y Bhatt
- Division of Nephrology, The Ohio State University, Wexner Medical Center, Columbus, Ohio, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, Department of Medicine, University of California, San Francisco, California, USA; Department of Medicine, San Francisco VA Medical Center, San Francisco, California, USA
| | - Joachim H Ix
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, California, USA; Nephrology Section, Veterans Affairs, San Diego Healthcare System, La Jolla, California, USA
| | - Michelle M Estrella
- Kidney Health Research Collaborative, Department of Medicine, University of California, San Francisco, California, USA; Department of Medicine, San Francisco VA Medical Center, San Francisco, California, USA.
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20
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Bullen AL, Anderson CAM, Hooker ER, Kado DM, Orwoll E, Pasch A, Ix JH. Correlates of T 50 and relationships with bone mineral density in community-living older men: the osteoporotic fractures in men (MrOS) study. Osteoporos Int 2019; 30:1529-1531. [PMID: 30887076 PMCID: PMC6615942 DOI: 10.1007/s00198-019-04925-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 03/01/2019] [Indexed: 10/27/2022]
Abstract
PURPOSE T50 is a novel serum-based marker that assesses the propensity of calcification in serum. Shorter T50 indicates greater propensity to calcify and it has been associated to cardiovascular disease (CVD) and mortality among patients with kidney disease. In the general population, neither the correlates of T50 nor the relationships of T50 with bone mineral density (BMD) are known. METHODS We performed a nested cross-sectional study selecting 150 individuals at random among participants from the Osteoporotic Fractures in Men (MrOS) Study, a study of community-living older men. We categorized individuals into tertiles of T50 and compared demographics and disease indicators across tertiles. We utilized linear regression to evaluate the cross-sectional association between T50 and hip and spine BMD in multivariable models. RESULTS Older age was associated with shorter T50. Kidney function tended to be lower in those with shorter T50 and the prevalence of CVD and peripheral arterial disease in those with shorter T50, albeit these findings did not achieve statistical significance. We found no statistically significant associations between T50 and total hip or total spine BMD in either unadjusted or multivariable adjusted models. CONCLUSIONS T50, a novel indicator of serum calcification propensity, is not associated with BMD in community-living older men. Future larger studies should determine if T50 may give insights to CVD in the general population above and beyond traditional risk factors.
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Affiliation(s)
- A L Bullen
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, CA, USA
| | - C A M Anderson
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, CA, USA
- Department of Family Medicine and Public Health, University of California San Diego, San Diego, CA, USA
| | - E R Hooker
- Center to Improve Veteran Involvement in Care (CIVIC), VA Portland Health Care System, Portland, OR, USA
| | - D M Kado
- Department of Family Medicine and Public Health, University of California San Diego, San Diego, CA, USA
| | - E Orwoll
- Oregon Health & Science University School of Medicine, Portland, OR, USA
| | - A Pasch
- Calciscon, Nidau, Biel, Switzerland
| | - J H Ix
- Division of Nephrology and Hypertension, Department of Medicine, University of California San Diego, San Diego, CA, USA.
- Nephrology Section, Veterans Affairs San Diego Healthcare System, La Jolla, CA, USA.
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