@article {840, title = {Cystatin C and the risk of death and cardiovascular events among elderly persons.}, journal = {N Engl J Med}, volume = {352}, year = {2005}, month = {2005 May 19}, pages = {2049-60}, abstract = {

BACKGROUND: Cystatin C is a serum measure of renal function that appears to be independent of age, sex, and lean muscle mass. We compared creatinine and cystatin C levels as predictors of mortality from cardiovascular causes and from all causes in the Cardiovascular Health Study, a cohort study of elderly persons living in the community.

METHODS: Creatinine and cystatin C were measured in serum samples collected from 4637 participants at the study visit in 1992 or 1993; follow-up continued until June 30, 2001. For each measure, the study population was divided into quintiles, with the fifth quintile subdivided into thirds (designated 5a, 5b, and 5c).

RESULTS: Higher cystatin C levels were directly associated, in a dose-response manner, with a higher risk of death from all causes. As compared with the first quintile, the hazard ratios (and 95 percent confidence intervals) for death were as follows: second quintile, 1.08 (0.86 to 1.35); third quintile, 1.23 (1.00 to 1.53); fourth quintile, 1.34 (1.09 to 1.66); quintile 5a, 1.77 (1.34 to 2.26); 5b, 2.18 (1.72 to 2.78); and 5c, 2.58 (2.03 to 3.27). In contrast, the association of creatinine categories with mortality from all causes appeared to be J-shaped. As compared with the two lowest quintiles combined (cystatin C level, < or =0.99 mg per liter), the highest quintile of cystatin C (> or =1.29 mg per liter) was associated with a significantly elevated risk of death from cardiovascular causes (hazard ratio, 2.27 [1.73 to 2.97]), myocardial infarction (hazard ratio, 1.48 [1.08 to 2.02]), and stroke (hazard ratio, 1.47 [ 1.09 to 1.96]) after multivariate adjustment. The fifth quintile of creatinine, as compared with the first quintile, was not independently associated with any of these three outcomes.

CONCLUSIONS: Cystatin C, a serum measure of renal function, is a stronger predictor of the risk of death and cardiovascular events in elderly persons than is creatinine.

}, keywords = {Aged, Biomarkers, Cardiovascular Diseases, Cerebrospinal Fluid Proteins, Creatinine, Cystatin C, Cystatins, Female, Follow-Up Studies, Glomerular Filtration Rate, Humans, Kidney, Kidney Diseases, Male, Mortality, Multivariate Analysis, Prognosis, Risk}, issn = {1533-4406}, doi = {10.1056/NEJMoa043161}, author = {Shlipak, Michael G and Sarnak, Mark J and Katz, Ronit and Fried, Linda F and Seliger, Stephen L and Newman, Anne B and Siscovick, David S and Stehman-Breen, Catherine} } @article {827, title = {Cystatin C concentration as a risk factor for heart failure in older adults.}, journal = {Ann Intern Med}, volume = {142}, year = {2005}, month = {2005 Apr 05}, pages = {497-505}, abstract = {

BACKGROUND: Previous studies that evaluated the association of kidney function with incident heart failure may be limited by the insensitivity of serum creatinine concentration for detecting abnormal kidney function.

OBJECTIVE: To compare serum concentrations of cystatin C (a novel marker of kidney function) and creatinine as predictors of incident heart failure.

DESIGN: Observational study based on measurement of serum cystatin C from frozen sera obtained at the 1992-1993 visit of the Cardiovascular Health Study. Follow-up occurred every 6 months.

SETTING: Adults 65 years of age or older from 4 communities in the United States.

PARTICIPANTS: 4384 persons without previous heart failure who had measurements of serum cystatin C and serum creatinine.

MEASUREMENTS: Incident heart failure.

RESULTS: The mean (+/-SD) serum concentrations of cystatin C and creatinine were 82 +/- 25 nmol/L (1.10 +/- 0.33 mg/L) and 89 +/- 34 micromol/L (1.01 +/- 0.39 mg/dL), respectively. During a median follow-up of 8.3 years (maximum, 9.1 years), 763 (17\%) participants developed heart failure. After adjustment for demographic factors, traditional and novel cardiovascular risk factors, cardiovascular disease status, and medication use, sequential quintiles of cystatin C concentration were associated with a stepwise increased risk for heart failure in Cox proportional hazards models (hazard ratios, 1.0 [reference], 1.30 [95\% CI, 0.96 to 1.75], 1.44 [CI, 1.07 to 1.94], 1.58 [CI, 1.18 to 2.12], and 2.16 [CI, 1.61 to 2.91]). In contrast, quintiles of serum creatinine concentration were not associated with risk for heart failure in adjusted analysis (hazard ratios, 1.0 [reference], 0.77 [CI, 0.59 to 1.01], 0.85 [CI, 0.64 to 1.13], 0.97 [CI, 0.72 to 1.29], and 1.14 [CI, 0.87 to 1.49]).

LIMITATIONS: The mechanism by which cystatin C concentration predicts risk for heart failure remains unclear.

CONCLUSIONS: The cystatin C concentration is an independent risk factor for heart failure in older adults and appears to provide a better measure of risk assessment than the serum creatinine concentration. *For a full list of participating Cardiovascular Health Study investigators and institutions, see http://www.chs-nhlbi.org.

}, keywords = {Aged, Biomarkers, Creatinine, Cystatin C, Cystatins, Female, Follow-Up Studies, Glomerular Filtration Rate, Heart Failure, Humans, Incidence, Kidney, Kidney Function Tests, Male, Risk Factors, United States}, issn = {1539-3704}, doi = {10.7326/0003-4819-142-7-200504050-00008}, author = {Sarnak, Mark J and Katz, Ronit and Stehman-Breen, Catherine O and Fried, Linda F and Jenny, Nancy Swords and Psaty, Bruce M and Newman, Anne B and Siscovick, David and Shlipak, Michael G} } @article {876, title = {Cystatin-C and inflammatory markers in the ambulatory elderly.}, journal = {Am J Med}, volume = {118}, year = {2005}, month = {2005 Dec}, pages = {1416}, abstract = {

PURPOSE: Inflammatory factors are elevated in persons with severe renal dysfunction, but their association across all levels of renal function is unclear. We compared cystatin-C, a novel marker of renal function, with creatinine and estimated glomerular filtration rate (eGFR) as predictors of C-reactive protein and fibrinogen levels.

METHODS: This study is a cross-sectional analysis to evaluate cystatin-C, creatinine, and eGFR as predictors of the inflammatory markers C-reactive protein and fibrinogen. Participants included 4637 ambulatory elderly patients from the Cardiovascular Health Study. Multivariate linear regression was used to determine the independent associations of each renal function measurement with the inflammatory marker outcomes.

RESULTS: After adjustment for confounding factors, cystatin-C was correlated with both C-reactive protein (coefficient = 0.13; 95\% confidence interval: 0.10-1.16, P <.0001) and fibrinogen levels (0.15; 0.13-0.18, P <.0001). Associations were larger than those for creatinine and C-reactive protein (0.05; 0.02-0.07, P = .003) or fibrinogen (0.07; 0.04-0.10, P <.0001). Adjusted levels of C-reactive protein increased incrementally across quintiles of cystatin-C, from a median of 2.2 mg/L in quintile 1 to 3.7 mg/L in quintile 5. In contrast, both C-reactive protein and fibrinogen had U-shaped associations with quintiles of creatinine and eGFR, because the inflammatory markers were equivalently elevated in quintiles 1 and 5.

CONCLUSIONS: The finding of a significant linear association of cystatin-C and inflammation markers suggests that even small reductions in renal function may be associated with adverse pathophysiologic consequences.

}, keywords = {Age Factors, Aged, Biomarkers, C-Reactive Protein, Cross-Sectional Studies, Cystatin C, Cystatins, Female, Fibrinogen, Glomerular Filtration Rate, Humans, Kidney Diseases, Male, Predictive Value of Tests, Sensitivity and Specificity}, issn = {1555-7162}, doi = {10.1016/j.amjmed.2005.07.060}, author = {Shlipak, Michael G and Katz, Ronit and Cushman, Mary and Sarnak, Mark J and Stehman-Breen, Catherine and Psaty, Bruce M and Siscovick, David and Tracy, Russell P and Newman, Anne and Fried, Linda} } @article {816, title = {Cystatin-C and mortality in elderly persons with heart failure.}, journal = {J Am Coll Cardiol}, volume = {45}, year = {2005}, month = {2005 Jan 18}, pages = {268-71}, abstract = {

OBJECTIVES: We sought to evaluate cystatin-C, a novel measure of renal function, as a predictor of mortality in elderly persons with heart failure (HF) and to compare it with creatinine.

BACKGROUND: Renal function is an important prognostic factor in patients with HF, but creatinine levels, which partly reflect muscle mass, may be insensitive for detecting renal insufficiency.

METHODS: A total of 279 Cardiovascular Health Study participants with prevalent HF and measures of serum cystatin-C and creatinine were followed for mortality outcomes over a median of 6.5 years.

RESULTS: Median creatinine and cystatin-C levels were 1.05 mg/dl and 1.26 mg/l. Each standard deviation increase in cystatin-C (0.35 mg/l) was associated with a 31\% greater adjusted mortality risk (95\% confidence interval [CI] 20\% to 43\%, p < 0.001), whereas each standard deviation increase in creatinine (0.39 mg/dl) was associated with a 17\% greater adjusted mortality risk (95\% CI 1\% to 36\%, p = 0.04). When both measures were combined in a single adjusted model, cystatin-C remained associated with elevated mortality risk (hazard ratio 1.60, 95\% CI 1.32 to 1.94), whereas creatinine levels appeared associated with lower risk (hazard ratio 0.73, 95\% CI 0.57 to 0.95).

CONCLUSIONS: Cystatin-C is a stronger predictor of mortality than creatinine in elderly persons with HF. If confirmed in future studies, this new marker of renal function could improve risk stratification in patients with HF.

}, keywords = {Age Factors, Aged, Aged, 80 and over, Creatinine, Cystatin C, Cystatins, Female, Follow-Up Studies, Glomerular Filtration Rate, Heart Failure, Humans, Male, Pilot Projects, Predictive Value of Tests, Risk Assessment, Survival Analysis}, issn = {0735-1097}, doi = {10.1016/j.jacc.2004.09.061}, author = {Shlipak, Michael G and Katz, Ronit and Fried, Linda F and Jenny, Nancy Swords and Stehman-Breen, Catherine O and Newman, Anne B and Siscovick, David and Psaty, Bruce M and Sarnak, Mark J} } @article {865, title = {Kidney function as a predictor of noncardiovascular mortality.}, journal = {J Am Soc Nephrol}, volume = {16}, year = {2005}, month = {2005 Dec}, pages = {3728-35}, abstract = {

Chronic kidney disease is associated with a higher risk for cardiovascular mortality, as well as all-cause mortality. Whether chronic kidney disease is a predictor of noncardiovascular mortality is less clear. To further explore the latter, the association of kidney function with total noncardiovascular mortality and cause-specific mortality was assessed in the Cardiovascular Health Study, a community-based cohort of older individuals. Kidney disease was assessed using cystatin C and estimated GFR in 4637 participants in 1992 to 1993. Participants were followed until June 30, 2001. Deaths were adjudicated as cardiovascular or noncardiovascular disease by committee, and an underlying cause of death was assigned. The associations of kidney function with total noncardiovascular mortality and cause-specific mortality were analyzed by proportional hazards regression. Noncardiovascular mortality rates increased with higher cystatin C quartiles (16.8, 17.1, 21.6, and 50.0 per 1000 person-years). The association of cystatin C with noncardiovascular mortality persisted after adjustment for demographic factors; the presence of diabetes, C-reactive protein, hemoglobin, and prevalent cardiovascular disease; and measures of atherosclerosis (hazard ratio 1.69; 95\% confidence interval 1.33 to 2.15, for the fourth quartile versus the first quartile). Results for estimated GFR were similar. The risk for noncardiac deaths attributed to pulmonary disease, infection, cancer, and other causes was similarly associated with cystatin C levels. Kidney function predicts noncardiovascular mortality from multiple causes in the elderly. Further research is needed to understand the mechanisms and evaluate interventions to reduce the high mortality rate in chronic kidney disease.

}, keywords = {Age Factors, Aged, Aged, 80 and over, Cardiovascular Diseases, Cause of Death, Cohort Studies, Confidence Intervals, Creatinine, Cystatin C, Cystatins, Female, Glomerular Filtration Rate, Humans, Kidney Failure, Chronic, Kidney Function Tests, Longitudinal Studies, Male, Probability, Proportional Hazards Models, Risk Assessment, Severity of Illness Index, Survival Analysis, United States}, issn = {1046-6673}, doi = {10.1681/ASN.2005040384}, author = {Fried, Linda F and Katz, Ronit and Sarnak, Mark J and Shlipak, Michael G and Chaves, Paulo H M and Jenny, Nancy Swords and Stehman-Breen, Catherine and Gillen, Dan and Bleyer, Anthony J and Hirsch, Calvin and Siscovick, David and Newman, Anne B} } @article {912, title = {Cystatin C and prognosis for cardiovascular and kidney outcomes in elderly persons without chronic kidney disease.}, journal = {Ann Intern Med}, volume = {145}, year = {2006}, month = {2006 Aug 15}, pages = {237-46}, abstract = {

BACKGROUND: Cystatin C is an alternative measure of kidney function that may have prognostic importance among elderly persons who do not meet standard criteria for chronic kidney disease (estimated glomerular filtration rate [GFR] > or =60 mL/min per 1.73 m2).

OBJECTIVE: To evaluate cystatin C as a prognostic biomarker for death, cardiovascular disease, and incident chronic kidney disease among elderly persons without chronic kidney disease.

DESIGN: Cohort study.

SETTING: The Cardiovascular Health Study, a population-based cohort recruited from 4 communities in the United States.

PARTICIPANTS: 4663 elderly persons.

MEASUREMENTS: Measures of kidney function were creatinine-based estimated GFR by using the Modification of Diet in Renal Disease equation and cystatin C concentration. Outcomes were death, cardiovascular death, noncardiovascular death, heart failure, stroke, myocardial infarction, and incident chronic kidney disease during follow-up (median, 9.3 years).

RESULTS: At baseline, 78\% of participants did not have chronic kidney disease (estimated GFR > or =60 mL/min per 1.73 m2) and mean cystatin C concentration, creatinine concentration, and estimated GFR were 1.0 mg/L, 79.6 micromol/L (0.9 mg/dL), and 83 mL/min per 1.73 m2, respectively. Cystatin C concentrations (per SD, 0.18 mg/L) had strong associations with death (hazard ratio, 1.33 [95\% CI, 1.25 to 1.40]), cardiovascular death (hazard ratio, 1.42 [CI, 1.30 to 1.54]), noncardiovascular death (hazard ratio, 1.26 [CI, 1.17 to 1.36]), incident heart failure (hazard ratio, 1.28 [CI, 1.17 to 1.40]), stroke (hazard ratio, 1.22 [CI, 1.08 to 1.38]), and myocardial infarction (hazard ratio, 1.20 [CI, 1.06 to 1.36]) among these participants. Serum creatinine concentrations had much weaker associations with each outcome and only predicted cardiovascular death. Participants without chronic kidney disease who had elevated cystatin C concentrations (> or =1.0 mg/L) had a 4-fold risk for progressing to chronic kidney disease after 4 years of follow-up compared with those with cystatin C concentrations less than 1.0 mg/L.

LIMITATIONS: Because this study did not directly measure GFR or albuminuria, the extent to which cystatin C may be influenced by nonrenal factors was not determined and participants with albuminuria might have been misclassified as having no kidney disease.

CONCLUSIONS: Among elderly persons without chronic kidney disease, cystatin C is a prognostic biomarker of risk for death, cardiovascular disease, and chronic kidney disease. In this setting, cystatin C seems to identify a "preclinical" state of kidney dysfunction that is not detected with serum creatinine or estimated GFR.

}, keywords = {Aged, Biomarkers, Cardiovascular Diseases, Creatinine, Cystatin C, Cystatins, Glomerular Filtration Rate, Humans, Kidney, Longitudinal Studies, Prognosis, Proportional Hazards Models, Renal Insufficiency, Chronic, Risk Factors}, issn = {1539-3704}, doi = {10.7326/0003-4819-145-4-200608150-00003}, author = {Shlipak, Michael G and Katz, Ronit and Sarnak, Mark J and Fried, Linda F and Newman, Anne B and Stehman-Breen, Catherine and Seliger, Stephen L and Kestenbaum, Brian and Psaty, Bruce and Tracy, Russell P and Siscovick, David S} } @article {1013, title = {Cystatin C and aging success.}, journal = {Arch Intern Med}, volume = {168}, year = {2008}, month = {2008 Jan 28}, pages = {147-53}, abstract = {

BACKGROUND: To our knowledge, the effect of kidney function on successful aging has not been examined.

METHODS: We evaluated the relationship between cystatin C and aging success during a 6-year follow-up in the Cardiovascular Health Study, a community-based cohort of older adults (aged >or= 65 years). Successful aging was defined as remaining free of cardiovascular disease, cancer, and chronic obstructive pulmonary disease and having intact physical and cognitive functioning. In adjusted analysis, an accelerated failure time model was used to evaluate the percentage reduction in successful years by level of cystatin C. A separate Cox proportional hazards model evaluated whether cystatin C was related to incident physical and cognitive disability.

RESULTS: A total of 2140 participants had cystatin C measured and were free of the previously mentioned conditions at baseline. Their mean age was 74 years. The mean cystatin C level, creatinine level, and estimated glomerular filtration rate were 1.06 mg/L, 0.93 mg/dL, and 78 mL/min/1.73 m(2), respectively (to convert cystatin C to nanomoles per liter, multiply by 75; and to convert creatinine to micromoles per liter, multiply by 88.4). A total of 873 participants reached a first event in follow-up, 138 because of cognitive disability, 238 because of physical disability, 34 because of chronic obstructive pulmonary disease, 146 because of cancer, and 317 because of cardiovascular disease. The adjusted percentage reduction in successful life years in the highest vs the lowest quartile of cystatin C was 27\% (95\% confidence interval, 11\%-39\%). The highest vs lowest quartile of cystatin C also was independently associated with incident cognitive or physical disability (hazard ratio, 1.39; 95\% confidence interval, 1.00-1.98).

CONCLUSION: A higher cystatin C level, even within a range of relatively normal kidney function, was associated with unsuccessful aging.

}, keywords = {Aged, Aging, Biomarkers, Creatinine, Cystatin C, Cystatins, Female, Follow-Up Studies, Glomerular Filtration Rate, Humans, Kidney, Male}, issn = {0003-9926}, doi = {10.1001/archinternmed.2007.40}, author = {Sarnak, Mark J and Katz, Ronit and Fried, Linda F and Siscovick, David and Kestenbaum, Brian and Seliger, Stephen and Rifkin, Dena and Tracy, Russell and Newman, Anne B and Shlipak, Michael G} } @article {1012, title = {Cystatin C concentration as a predictor of systolic and diastolic heart failure.}, journal = {J Card Fail}, volume = {14}, year = {2008}, month = {2008 Feb}, pages = {19-26}, abstract = {

BACKGROUND: Risk factors for heart failure (HF) may differ according to ejection fraction (EF). Higher cystatin C, a marker of kidney dysfunction, is associated with incident HF, but previous studies did not determine EF at diagnosis. We hypothesized that kidney dysfunction would predict diastolic HF (DHF) better than systolic HF (SHF) in the Cardiovascular Health Study.

METHODS AND RESULTS: Cystatin C was measured in 4453 participants without HF at baseline. Incident HF was categorized as DHF (EF > or = 50\%) or SHF (EF < 50\%). We compared the association of cystatin C with the risk for DHF and SHF, after adjustment for age, sex, race, medications, and HF risk factors. During 8 years of follow-up, 167 participants developed DHF and 206 participants developed SHF. After adjustment, sequentially higher quartiles of cystatin C were associated with risk for SHF (competing risks hazard ratios 1.0 [reference], 1.99 [95\% confidence interval 1.14-3.48], 2.32 [1.32-4.07], 3.17 [1.82-5.50], P for trend < .001). The risk for DHF was apparent only at the highest cystatin C quartile (hazard ratios 1.0 [reference], 1.09 [0.62-1.89], 1.08 [0.61-1.93], and 1.83 [1.07-3.11]).

CONCLUSIONS: Cystatin C levels are linearly associated with the incidence of systolic HF, whereas only the highest concentrations of cystatin C predict diastolic HF.

}, keywords = {Aged, Aged, 80 and over, Biomarkers, Cohort Studies, Confidence Intervals, Cystatin C, Cystatins, Echocardiography, Female, Heart Failure, Diastolic, Heart Failure, Systolic, Humans, Longitudinal Studies, Male, Predictive Value of Tests, Probability, Proportional Hazards Models, Risk Assessment, Sensitivity and Specificity, Stroke Volume, Survival Analysis}, issn = {1532-8414}, doi = {10.1016/j.cardfail.2007.09.002}, author = {Moran, Andrew and Katz, Ronit and Smith, Nicolas L and Fried, Linda F and Sarnak, Mark J and Seliger, Stephen L and Psaty, Bruce and Siscovick, David S and Gottdiener, John S and Shlipak, Michael G} } @article {1057, title = {Clinical and subclinical cardiovascular disease and kidney function decline in the elderly.}, journal = {Atherosclerosis}, volume = {204}, year = {2009}, month = {2009 May}, pages = {298-303}, abstract = {

OBJECTIVE: Kidney function decline in elderly persons may be the result of microvascular atherosclerosis. As a proxy for the renovascular system, we evaluated the association of clinical and subclinical cardiovascular disease (CVD) with kidney function decline.

METHODS: This study included 4380 subjects from the Cardiovascular Health Study, a longitudinal, community-based cohort of persons aged >or=65 from 4 U.S. communities. Creatinine and cystatin C were measured at baseline, year 3, and year 7; eligible subjects had at least two measures. Creatinine-based estimated glomerular filtration rate (eGFR(creat)) was calculated using the MDRD equation. Rapid kidney function decline was defined as an annual eGFR loss >3 mL/min/1.73 m(2). Predictors of rapid kidney decline included prevalent and subclinical measures of CVD.

RESULTS: Mean decline in eGFR(creat) was 0.4+/-2.6/year; 714 (16\%) had rapid progression. In multivariate models adjusted for demographics, cardiovascular risk factors, and inflammation, prevalent stroke (OR, 95\% CI: 1.55, 1.16-2.08) and heart failure (OR, 95\% CI: 1.80, 1.40-2.31) were independent predictors of rapid kidney decline. Among persons without clinical CV, the subclinical disease measures ankle-arm index <0.9 (OR, 95\% CI: 1.67, 1.25-2.24), common carotid intima-media thickness (>or=1.14 mm) (OR, 95\% CI: 1.52, 1.12-2.06) and internal carotid intima-media thickness (>1.82 mm) (OR, 95\% CI: 1.50, 1.12-2.02) had independent associations with rapid kidney function decline. Results were similar using cystatin C.

CONCLUSION: Clinical atherosclerosis and heart failure and subclinical measures of CVD have independent associations with kidney function decline progression in the elderly, suggesting an underlying role of renal atherosclerosis.

}, keywords = {Age Factors, Aged, Atherosclerosis, Cardiovascular Diseases, Creatinine, Cystatin C, Female, Glomerular Filtration Rate, Heart Failure, Humans, Kidney, Kidney Diseases, Linear Models, Longitudinal Studies, Male, Odds Ratio, Risk Assessment, Risk Factors, Time Factors, United States}, issn = {1879-1484}, doi = {10.1016/j.atherosclerosis.2008.08.016}, author = {Shlipak, Michael G and Katz, Ronit and Kestenbaum, Bryan and Fried, Linda F and Siscovick, David and Sarnak, Mark J} } @article {1110, title = {Cystatin C, albuminuria, and mortality among older adults with diabetes.}, journal = {Diabetes Care}, volume = {32}, year = {2009}, month = {2009 Oct}, pages = {1833-8}, abstract = {

OBJECTIVE: Albuminuria and impaired glomerular filtration rate (GFR) are each associated with poor health outcomes among individuals with diabetes. Joint associations of albuminuria and impaired GFR with mortality have not been comprehensively evaluated in this population.

RESEARCH DESIGN AND METHODS: This is a cohort study among Cardiovascular Health Study participants with diabetes, mean age 78 years. GFR was estimated using serum cystatin C and serum creatinine. Albumin-to-creatinine ratio (ACR) was measured in single-voided urine samples.

RESULTS: Of 691 participants, 378 died over 10 years of follow-up. Cystatin C-estimated GFR <60 ml/min per 1.73 m(2), creatinine-based estimated GFR <60 ml/min per 1.73 m(2), and urine ACR > or =30 mg/g were each associated with increased mortality risk with hazard ratios of 1.73 (95\% CI 1.37-2.18), 1.54 (1.21-1.97), and 1.73 (1.39-2.17), respectively, adjusting for age, sex, race, diabetes duration, hypoglycemic medications, hypertension, BMI, smoking, cholesterol, lipid-lowering medications, prevalent cardiovascular disease (CVD), and prevalent heart failure. Cystatin C-estimated GFR and urine ACR were additive in terms of mortality risk. Cystatin C-estimated GFR predicted mortality more strongly than creatinine-based estimated GFR.

CONCLUSIONS: Albuminuria and impaired GFR were independent, additive risk factors for mortality among older adults with diabetes. These findings support current recommendations to regularly assess both albuminuria and GFR in the clinical care of patients with diabetes; a focus on interventions to prevent or treat CVD in the presence of albuminuria, impaired GFR, or both; and further consideration of cystatin C use in clinical care.

}, keywords = {Aged, Aged, 80 and over, Albuminuria, Creatinine, Cystatin C, Diabetes Mellitus, Female, Glomerular Filtration Rate, Humans, Kidney Function Tests, Male, Risk Factors}, issn = {1935-5548}, doi = {10.2337/dc09-0191}, author = {de Boer, Ian H and Katz, Ronit and Cao, Jie J and Fried, Linda F and Kestenbaum, Bryan and Mukamal, Ken and Rifkin, Dena E and Sarnak, Mark J and Shlipak, Michael G and Siscovick, David S} } @article {1131, title = {Obesity and change in estimated GFR among older adults.}, journal = {Am J Kidney Dis}, volume = {54}, year = {2009}, month = {2009 Dec}, pages = {1043-51}, abstract = {

BACKGROUND: The prevalence of chronic kidney disease is growing most rapidly among older adults; however, determinants of impaired kidney function in this population are not well understood. Obesity assessed in midlife has been associated with chronic kidney disease.

STUDY DESIGN: Cohort study.

SETTING \& PARTICIPANTS: 4,295 participants in the community-based Cardiovascular Health Study, aged >or= 65 years.

PREDICTORS: Body mass index, waist circumference, and fat mass measured using bioelectrical impedance.

OUTCOME: Change in glomerular filtration rate (GFR) during 7 years of follow-up.

MEASUREMENTS: Longitudinal estimates of GFR calculated using the 4-variable Modification of Diet in Renal Disease (MDRD) Study equation.

RESULTS: Estimated GFR decreased by an average of 0.4 +/- 3.6 mL/min/1.73 m(2)/y, and rapid GFR loss (>3 mL/min/1.73 m(2)/y) occurred in 693 participants (16\%). Baseline body mass index, waist circumference, and fat mass were each associated with increased risk of rapid GFR loss: ORs, 1.19 (95\% CI, 1.09-1.30) per 5 kg/m(2), 1.25 (95\% CI, 1.16-1.36) per 12 cm, and 1.14 (95\% CI, 1.05-1.24) per 10 kg after adjustment for age, sex, race, and smoking. The magnitude of increased risk was larger for participants with estimated GFR < 60 mL/min/1.73 m(2) at baseline (P for interaction < 0.05). Associations were substantially attenuated by further adjustment for diabetes, hypertension, and C-reactive protein level. Obesity measurements were not associated with change in GFR estimated using serum cystatin C level.

LIMITATIONS: Few participants with advanced chronic kidney disease at baseline, no direct GFR measurements.

CONCLUSION: Obesity may be a modifiable risk factor for the development and progression of kidney disease in older adults.

}, keywords = {Aged, Aging, Body Composition, Body Mass Index, Chronic Disease, Cohort Studies, Creatinine, Cystatin C, Female, Glomerular Filtration Rate, Humans, Kidney, Kidney Diseases, Longitudinal Studies, Male, Obesity, Risk Factors}, issn = {1523-6838}, doi = {10.1053/j.ajkd.2009.07.018}, author = {de Boer, Ian H and Katz, Ronit and Fried, Linda F and Ix, Joachim H and Luchsinger, Jose and Sarnak, Mark J and Shlipak, Michael G and Siscovick, David S and Kestenbaum, Bryan} } @article {1144, title = {Rapid decline of kidney function increases cardiovascular risk in the elderly.}, journal = {J Am Soc Nephrol}, volume = {20}, year = {2009}, month = {2009 Dec}, pages = {2625-30}, abstract = {

Chronic kidney disease (CKD), defined at a specific time point, is an important risk factor for cardiovascular disease. Whether the rate of kidney function decline contributes additional cardiovascular risk is unknown. In the Cardiovascular Health Study, we compared the associations of changes in kidney function during the first 7 yr with the incidence of heart failure (HF), myocardial infarction (MI), stroke, and peripheral arterial disease (PAD) during the subsequent 8 yr. We defined a rapid decline in cystatin C-based estimated GFR as >3 ml/min per 1.73 m(2)/yr, on the basis of determination at baseline, year 3, and year 7. Among eligible participants, 1083 (24\%) had rapid kidney decline. The incidence of each type of cardiovascular event was significantly higher among patients with rapid decline (all P < 0.001). After multivariate adjustment for demographics, cardiovascular disease risk factors, and baseline kidney function, rapid kidney function decline was significantly associated with HF (adjusted hazard ratio [HR] 1.32; 95\% confidence interval [CI] 1.13 to 1.53), MI (HR 1.48; 95\% CI 1.21 to 1.83), and PAD (HR 1.67; 95\% CI 1.02 to 2.75) but not with stroke (HR 1.19; 95\% CI 0.97 to 1.45). The association of rapid decline with each outcome did not differ by the presence or absence of CKD. In conclusion, declining kidney function associates with higher risk for HF, MI, and PAD among patients with or without CKD.

}, keywords = {Aged, Aged, 80 and over, Cardiovascular Diseases, Creatinine, Cystatin C, Female, Glomerular Filtration Rate, Heart Failure, Humans, Longitudinal Studies, Male, Myocardial Infarction, Peripheral Vascular Diseases, Renal Insufficiency, Chronic, Risk Factors, Stroke, Time Factors, United States}, issn = {1533-3450}, doi = {10.1681/ASN.2009050546}, author = {Shlipak, Michael G and Katz, Ronit and Kestenbaum, Bryan and Siscovick, David and Fried, Linda and Newman, Anne and Rifkin, Dena and Sarnak, Mark J} } @article {1089, title = {Rate of kidney function decline in older adults: a comparison using creatinine and cystatin C.}, journal = {Am J Nephrol}, volume = {30}, year = {2009}, month = {2009}, pages = {171-8}, abstract = {

BACKGROUND/AIMS: The aim of this study was to determine the decline in the estimated glomerular filtration rate (eGFR) in elderly persons and to compare estimates based on creatinine and cystatin C.

METHODS: In the Cardiovascular Health Study, GFR changes in an elderly cohort were estimated from serum creatinine and cystatin C measured at baseline, year 3 and year 7 in 4,380 participants (age 72 +/- 5 years at entry). Outcomes were mean eGFR decline, incident chronic kidney disease (CKD) and rapid decline in eGFR (annual loss >3 ml/min/1.73 m(2)).

RESULTS: Mean annual eGFR loss as estimated from creatinine was 0.4 +/- 3.6 ml/min/1.73 m(2), with 16\% of the participants experiencing a rapid decline. Mean eGFR loss as estimated from cystatin C was 1.8 +/- 2.6, with 25\% of the participants experiencing a rapid decline (p < 0.001 for both). Among participants without baseline CKD, incident CKD was detected at year 7 in 10\% (n = 263) using creatinine and 19\% (n = 544) using cystatin C (p < 0.001). Increasing age was the strongest predictor of rapid decline; adjusted odds ratios were 1.38 (1.16-1.65), 1.62 (1.31-1.99) and 2.96 (2.28-3.84) for participants aged 70-74, 75-79 and 80+ at baseline, compared with those aged 65-69.

CONCLUSION: In elderly persons, cystatin C estimated substantially larger declines in kidney function than creatinine did. Defining the optimal measurement of kidney function in elderly persons should be a high priority for future research.

}, keywords = {Age Factors, Aged, Creatinine, Cystatin C, Disease Progression, Female, Glomerular Filtration Rate, Humans, Kidney, Kidney Diseases, Male, Risk Factors}, issn = {1421-9670}, doi = {10.1159/000212381}, author = {Shlipak, Michael G and Katz, Ronit and Kestenbaum, Bryan and Fried, Linda F and Newman, Anne B and Siscovick, David S and Stevens, Lesley and Sarnak, Mark J} } @article {1128, title = {Age and cystatin C in healthy adults: a collaborative study.}, journal = {Nephrol Dial Transplant}, volume = {25}, year = {2010}, month = {2010 Feb}, pages = {463-9}, abstract = {

BACKGROUND: Kidney function declines with age, but a substantial portion of this decline has been attributed to the higher prevalence of risk factors for kidney disease at older ages. The effect of age on kidney function has not been well described in a healthy population across a wide age spectrum.

METHODS: The authors pooled individual-level cross-sectional data from 18 253 persons aged 28-100 years in four studies: the Cardiovascular Health Study; the Health, Aging and Body Composition Study; the Multi-Ethnic Study of Atherosclerosis and the Prevention of Renal and Vascular End-Stage Disease cohort. Kidney function was measured by cystatin C. Clinical risk factors for kidney disease included diabetes, hypertension, obesity, smoking, coronary heart disease, cerebrovascular disease, peripheral arterial disease and heart failure.

RESULTS: Across the age range, there was a strong, non-linear association of age with cystatin C concentration. This association was substantial, even among participants free of clinical risk factors for kidney disease; mean cystatin C levels were 46\% higher in participants 80 and older compared with those <40 years (1.06 versus 0.72 mg/L, P < 0.001). Participants with one or more risk factors had higher cystatin C concentrations for a given age, and the age association was slightly stronger (P < 0.001 for age and risk factor interaction).

CONCLUSIONS: There is a strong, non-linear association of age with kidney function, even in healthy individuals. An important area for research will be to investigate the mechanisms that lead to deterioration of kidney function in apparently healthy persons.

}, keywords = {Adult, Aged, Aged, 80 and over, Cross-Sectional Studies, Cystatin C, Humans, Kidney, Middle Aged, Reference Values}, issn = {1460-2385}, doi = {10.1093/ndt/gfp474}, author = {Odden, Michelle C and Tager, Ira B and Gansevoort, Ron T and Bakker, Stephan J L and Katz, Ronit and Fried, Linda F and Newman, Anne B and Canada, Robert B and Harris, Tamara and Sarnak, Mark J and Siscovick, David and Shlipak, Michael G} } @article {1149, title = {Albuminuria, impaired kidney function and cardiovascular outcomes or mortality in the elderly.}, journal = {Nephrol Dial Transplant}, volume = {25}, year = {2010}, month = {2010 May}, pages = {1560-7}, abstract = {

BACKGROUND: Kidney disease is a risk factor for mortality and cardiovascular disease in older adults, but the separate and combined effects of albuminuria and cystatin C, a novel marker of glomerular filtration, are not known.

METHODS: We examined associations of these markers with mortality and cardiovascular outcomes during a median follow-up of 8.3 years in 3291 older adults in the Cardiovascular Health Study. Kidney disease was assessed using urinary albumin/creatinine ratio (ACR), cystatin C and Modification of Diet in Renal Disease estimated glomerular filtration rate (eGFR). We defined subgroups based on presence of microalbuminuria (MA, ACR > 30 mg/g) and categories of normal kidney function (cystatin C < 1.0 mg/L and eGFR > 60 mL/min/1.73 m(2)); preclinical kidney disease (cystatin C level > 1.0 mg/l but eGFR > 60 mL/min/1.73 m(2)); and chronic kidney disease (CKD) (eGFR < 60 mL/min/1.73 m(2)). Cox proportional hazards models were used to examine associations between these six subgroups and all-cause or cardiovascular mortality, myocardial infarction and heart failure.

RESULTS: One thousand one hundred fifty (34.9\%) had normal kidney function (12.2\% with MA), 1518 (46.1\%) had preclinical kidney disease (17.9\% with MA) and 622 (18.9\%) had CKD (47\% with MA). After adjustment, the presence of either preclinical kidney disease or MA was associated with an over 50\% increase in mortality risk; the presence of both was associated with a 2.4-fold mortality risk. Those with CKD and MA were at highest risk, with a nearly 4-fold mortality risk.

CONCLUSION: Elevated cystatin C and albuminuria are common, identify different subsets of the older population, and are independent, graded risk factors for cardiovascular disease and mortality.

}, keywords = {Aged, Albuminuria, Cardiovascular Diseases, Creatinine, Cystatin C, Female, Glomerular Filtration Rate, Heart Failure, Humans, Male, Myocardial Infarction, Risk Factors}, issn = {1460-2385}, doi = {10.1093/ndt/gfp646}, author = {Rifkin, Dena E and Katz, Ronit and Chonchol, Michel and Fried, Linda F and Cao, Jie and de Boer, Ian H and Siscovick, David S and Shlipak, Michael G and Sarnak, Mark J} } @article {1186, title = {Alcohol consumption and kidney function decline in the elderly: alcohol and kidney disease.}, journal = {Nephrol Dial Transplant}, volume = {25}, year = {2010}, month = {2010 Oct}, pages = {3301-7}, abstract = {

BACKGROUND: Alcohol consumption appears to be protective for cardiovascular disease; however, its relationship with kidney disease is unclear.

METHODS: This prospective cohort study included 4343 subjects from the Cardiovascular Health Study, a longitudinal, community-based cohort of persons aged >=65 from four US communities. We used previously defined categories based on weekly alcohol consumption: none, former, <1 drink, 1-6 drinks, 7-13 drinks and >=14 drinks. Cystatin C was measured at baseline, year 3 and year 7; eligible subjects had at least two measures. Estimated GFR(cys) was calculated from cystatin C. The primary outcome was rapid kidney function as an annual estimated GFR (eGFR(cys)) loss >3 mL/min/1.73 m(2)/year.

RESULTS: Eight percent of the cohort reported former alcohol use and 52\% reported current alcohol consumption. During a mean follow-up of 5.6 years, 1075 (25\%) participants had rapid kidney function decline. In adjusted logistic regression models, there was no association between alcohol use and kidney function decline (odds ratio, 95\% confidence interval: none = reference; former = 1.18, 0.89-1.56; <1 drink = 1.20, 0.99-1.47; 1-6 = 1.18, 0.95-1.45; 7-13 = 1.10, 0.80-1.53; >14 = 0.89, 0.61-1.13). Results were similar with kidney function decline as a continuous outcome.

CONCLUSIONS: Our results suggest that moderate alcohol consumption has neither adverse nor beneficial effects on kidney function. Although clinicians will need to consider the potential deleterious effects associated with alcohol consumption, there does not appear to be a basis for recommending that older adults discontinue or initiate light to moderate alcohol consumption to protect against kidney disease.

}, keywords = {Aged, Aging, Alcohol Drinking, Cohort Studies, Cystatin C, Female, Glomerular Filtration Rate, Humans, Kidney, Kidney Diseases, Male, Prospective Studies}, issn = {1460-2385}, doi = {10.1093/ndt/gfq188}, author = {Menon, Vandana and Katz, Ronit and Mukamal, Kenneth and Kestenbaum, Bryan and de Boer, Ian H and Siscovick, David S and Sarnak, Mark J and Shlipak, Michael G} } @article {1177, title = {Cystatin C and sudden cardiac death risk in the elderly.}, journal = {Circ Cardiovasc Qual Outcomes}, volume = {3}, year = {2010}, month = {2010 Mar}, pages = {159-64}, abstract = {

BACKGROUND: Recent studies have demonstrated an association between moderate kidney dysfunction and sudden cardiac death in people with cardiovascular disease.

METHODS AND RESULTS: The study was a longitudinal analysis among 4465 participants from the Cardiovascular Health Study without prevalent cardiovascular disease at baseline. Cystatin C and creatinine were measured from baseline sera. Sudden cardiac death (SCD) was defined as a sudden pulseless condition from a cardiac origin in a previously stable individual that occurred out of the hospital or in the emergency room. The association between cystatin C tertiles and SCD was determined with multivariate Cox proportional hazards. A similar analysis compared SCD incidence across creatinine-based estimated glomerular filtration rate (eGFR) tertiles. Over a median follow-up of 11.2 years, 91 adjudicated SCD events occurred. The annual incidence of SCD events increased across cystatin C tertiles: 10 events per 10 000 person years in tertile 1, 25 events per 10 000 person years in tertile 2, and 32 events per 10 000 person-years in the highest cystatin C tertile. These associations persisted after multivariate adjustment: hazards ratio=2.72; 95\% confidence interval, 1.44 to 5.16 in tertile 2 and hazards ratio=2.67; 95\% confidence interval, 1.33 to 5.35 in tertile 3. After multivariate adjustment, the rate of SCD also increased in a linear distribution across creatinine-based eGFR tertiles: 15 events per 10 000 person-years in tertile 1, 22 events per 10 000 person-years in tertile 2, and 27 events per 10 000 person-years in tertile 3. No significant associations, however, remained between creatinine-based eGFR and SCD after multivariable adjustment.

CONCLUSIONS: Impaired kidney function, as measured by cystatin C, has an independent association with SCD risk among elderly persons without clinical cardiovascular disease.

}, keywords = {Age Factors, Aged, Biomarkers, Chi-Square Distribution, Creatinine, Cystatin C, Death, Sudden, Cardiac, Female, Glomerular Filtration Rate, Humans, Incidence, Kidney Diseases, Longitudinal Studies, Male, Proportional Hazards Models, Risk Assessment, Risk Factors, Time Factors, United States, Up-Regulation}, issn = {1941-7705}, doi = {10.1161/CIRCOUTCOMES.109.875369}, author = {Deo, Rajat and Sotoodehnia, Nona and Katz, Ronit and Sarnak, Mark J and Fried, Linda F and Chonchol, Michel and Kestenbaum, Bryan and Psaty, Bruce M and Siscovick, David S and Shlipak, Michael G} } @article {1127, title = {Inflammatory biomarkers and decline in kidney function in the elderly: the Cardiovascular Health Study.}, journal = {Nephrol Dial Transplant}, volume = {25}, year = {2010}, month = {2010 Jan}, pages = {119-24}, abstract = {

BACKGROUND: Cross-sectional studies have demonstrated a consistent and linear association between circulating inflammatory markers and kidney function. The objective of this study was to determine whether elevated markers of inflammation are independently associated with longitudinal kidney function decline.

METHODS: This study included 4128 subjects from the Cardiovascular Health Study. Cystatin C was measured at baseline, 3 years later and 7 years later; eligible subjects had at least two measures. Cystatin C-based estimated glomerular filtration rate (eGFR(cysC)) was estimated, and rapid kidney function decline was defined as an annual loss of eGFR(cysC) >3 mL/min/1.73 m(2). Predictors included ten inflammatory and procoagulant biomarkers: C-reactive protein, interleukin-6, intercellular adhesion molecule-1, white blood cell count, fibrinogen, factor VII, factor VIII, D-dimer, plasmin-antiplasmin complex and serum albumin.

RESULTS: During the study, 1059 subjects (26\%) had a rapid decline in kidney function. In contrast to the other nine inflammatory or procoagulant biomarkers, serum albumin had a consistent and inverse association with rapid kidney function decline [final adjusted logistic regression model: 1.14-fold increased odds (95\% CI 1.06-1.23) of rapid decline per standard deviation lower albumin]. The lowest quartile of albumin had an odds ratio of 1.55 (95\% CI 1.23-1.96) for rapid decline compared with the highest quartile. These associations persisted after adjusting the albumin models for CRP, IL-6 and fibrinogen.

CONCLUSIONS: In contrast to nine other inflammatory and procoagulant markers, only lower baseline levels of serum albumin were consistently associated with a rapid decline in kidney function, as measured by cystatin C-based eGFR.

}, keywords = {Aged, Biomarkers, C-Reactive Protein, Cohort Studies, Cystatin C, Female, Glomerular Filtration Rate, Humans, Inflammation, Intercellular Adhesion Molecule-1, Interleukin-6, Kidney, Logistic Models, Longitudinal Studies, Male, Prospective Studies, Serum Albumin}, issn = {1460-2385}, doi = {10.1093/ndt/gfp429}, author = {Keller, Christopher and Katz, Ronit and Sarnak, Mark J and Fried, Linda F and Kestenbaum, Bryan and Cushman, Mary and Shlipak, Michael G} } @article {1348, title = {Antihypertensive medication use and change in kidney function in elderly adults: a marginal structural model analysis.}, journal = {Int J Biostat}, volume = {7}, year = {2011}, month = {2011}, pages = {Article 34}, abstract = {

BACKGROUND: The evidence for the effectiveness of antihypertensive medication use for slowing decline in kidney function in older persons is sparse. We addressed this research question by the application of novel methods in a marginal structural model.

METHODS: Change in kidney function was measured by two or more measures of cystatin C in 1,576 hypertensive participants in the Cardiovascular Health Study over 7 years of follow-up (1989-1997 in four U.S. communities). The exposure of interest was antihypertensive medication use. We used a novel estimator in a marginal structural model to account for bias due to confounding and informative censoring.

RESULTS: The mean annual decline in eGFR was 2.41 {\textpm} 4.91 mL/min/1.73 m(2). In unadjusted analysis, antihypertensive medication use was not associated with annual change in kidney function. Traditional multivariable regression did not substantially change these estimates. Based on a marginal structural analysis, persons on antihypertensives had slower declines in kidney function; participants had an estimated 0.88 (0.13, 1.63) ml/min/1.73 m(2) per year slower decline in eGFR compared with persons on no treatment. In a model that also accounted for bias due to informative censoring, the estimate for the treatment effect was 2.23 (-0.13, 4.59) ml/min/1.73 m(2) per year slower decline in eGFR.

CONCLUSION: In summary, estimates from a marginal structural model suggested that antihypertensive therapy was associated with preserved kidney function in hypertensive elderly adults. Confirmatory studies may provide power to determine the strength and validity of the findings.

}, keywords = {Aged, Antihypertensive Agents, Cystatin C, Data Interpretation, Statistical, Female, Glomerular Filtration Rate, Humans, Hypertension, Kidney, Longitudinal Studies, Male, Models, Statistical}, issn = {1557-4679}, doi = {10.2202/1557-4679.1320}, author = {Odden, Michelle C and Tager, Ira B and van der Laan, Mark J and Delaney, Joseph A C and Peralta, Carmen A and Katz, Ronit and Sarnak, Mark J and Psaty, Bruce M and Shlipak, Michael G} } @article {1286, title = {Chronic kidney disease in octogenarians.}, journal = {Clin J Am Soc Nephrol}, volume = {6}, year = {2011}, month = {2011 Jun}, pages = {1410-7}, abstract = {

BACKGROUND AND OBJECTIVES: There are limited data on the prevalence of chronic kidney disease (CKD) and its clinical importance in the very old. We examined the prevalence of CKD in octogenarians and its association with cardiovascular disease (CVD).

DESIGN, SETTING, PARTICIPANTS, \& MEASUREMENTS: In a cross-sectional analysis of 1028 participants from the Cardiovascular Health Study All Stars, we evaluated association of prevalent CKD with CVD using multivariable logistic regression. CKD was defined as eGFR of <60 ml/min per 1.73 m(2). GFR was estimated using CKD-Epi creatinine and cystatin C equations that incorporate coefficients for age, gender, and race (eGFR(EPI), eGFR(CYS3var)) and the one-variable cystatin C equation (eGFR(CYS1var)). Prevalent CVD was defined as a composite of coronary heart disease, heart failure, and stroke.

RESULTS: Mean age was 86 years, 64\% were women, 86\% were Caucasians, 14\% had diabetes, and 39\% had prevalent CVD. Mean eGFR(EPI), eGFR(CYS3var), and eGFR(CYS1var) were 59, 62, and 70 ml/min per 1.73 m(2), and 51\%, 46\%, and 33\% had CKD, respectively. Associations of CKD with CVD varied by equation in adjusted analyses: CKD(EPI) (OR, 1.53; 95\% CI, 1.15 to 2.03), CKD(CYS3var) (OR, 1.67; 95\% CI, 1.25, 2.23), and CKD(CYS1var) (OR, 2.09; 95\% CI, 1.55, 2.83).

CONCLUSIONS: Reduced eGFR is highly prevalent in octogenarians, and the eGFR(CYS1var) equation yielded the lowest prevalence of CKD but the strongest association with prevalent CVD. Because there are no validated estimating equations in the elderly, estimation of kidney function on the basis of on any one equation should be interpreted with caution.

}, keywords = {Age Factors, Aged, 80 and over, Analysis of Variance, Biomarkers, Cardiovascular Diseases, Chi-Square Distribution, Chronic Disease, Creatinine, Cross-Sectional Studies, Cystatin C, Diabetes Mellitus, Female, Glomerular Filtration Rate, Humans, Kidney, Kidney Diseases, Logistic Models, Male, Models, Biological, Prevalence, Risk Assessment, Risk Factors, United States}, issn = {1555-905X}, doi = {10.2215/CJN.08801010}, author = {Shastri, Shani and Tighiouart, Hocine and Katz, Ronit and Rifkin, Dena E and Fried, Linda F and Shlipak, Michael G and Newman, Anne B and Sarnak, Mark J} } @article {1256, title = {Cystatin C identifies chronic kidney disease patients at higher risk for complications.}, journal = {J Am Soc Nephrol}, volume = {22}, year = {2011}, month = {2011 Jan}, pages = {147-55}, abstract = {

Although cystatin C is a stronger predictor of clinical outcomes associated with CKD than creatinine, the clinical role for cystatin C is unclear. We included 11,909 participants from the Multi-Ethnic Study of Atherosclerosis (MESA) and the Cardiovascular Health Study (CHS) and assessed risks for death, cardiovascular events, heart failure, and ESRD among persons categorized into mutually exclusive groups on the basis of the biomarkers that supported a diagnosis of CKD (eGFR <60 ml/min per 1.73 m(2)): creatinine only, cystatin C only, both, or neither. We used CKD-EPI equations to estimate GFR from these biomarkers. In MESA, 9\% had CKD by the creatinine-based equation only, 2\% had CKD by the cystatin C-based equation only, and 4\% had CKD by both equations; in CHS, these percentages were 12, 4, and 13\%, respectively. Compared with those without CKD, the adjusted hazard ratios (HR) for mortality in MESA were: 0.80 (95\% CI 0.50 to 1.26) for CKD by creatinine only; 3.23 (95\% CI 1.84 to 5.67) for CKD by cystatin C only; and 1.93 (95\% CI 1.27 to 2.92) for CKD by both; in CHS, the adjusted HR were 1.09 (95\% CI 0.98 to 1.21), 1.78 (95\% CI 1.53 to 2.08), and 1.74 (95\% CI 1.58 to 1.93), respectively. The pattern was similar for cardiovascular disease (CVD), heart failure, and kidney failure outcomes. In conclusion, among adults diagnosed with CKD using the creatinine-based CKD-EPI equation, the adverse prognosis is limited to the subset who also have CKD according to the cystatin C-based equation. Cystatin C may have a role in identifying persons with CKD who have the highest risk for complications.

}, keywords = {Aged, Aged, 80 and over, Biomarkers, Cardiovascular Diseases, Chronic Disease, Creatinine, Cystatin C, Disease Progression, Female, Glomerular Filtration Rate, Heart Failure, Humans, Kidney Diseases, Kidney Failure, Chronic, Male, Middle Aged, Predictive Value of Tests, Retrospective Studies, Risk Factors}, issn = {1533-3450}, doi = {10.1681/ASN.2010050483}, author = {Peralta, Carmen A and Katz, Ronit and Sarnak, Mark J and Ix, Joachim and Fried, Linda F and de Boer, Ian and Palmas, Walter and Siscovick, David and Levey, Andrew S and Shlipak, Michael G} } @article {5862, title = {Apolipoprotein E and kidney function in older adults.}, journal = {Clin Nephrol}, volume = {78}, year = {2012}, month = {2012 Sep}, pages = {174-80}, abstract = {

BACKGROUND: Previous studies suggest that the ε4 and ε2 alleles of apolipoprotein E (APOE) may be associated with decreased and increased risks of CKD, respectively, but there are limited data in older adults. We evaluated the associations of apolipoprotein E alleles with kidney function among older adults in the cardiovascular health study (CHS).

METHODS: Caucasian participants had APOE allelic analysis and serum creatinine and cystatin C measured at baseline (n = 3,844 for cross sectional analysis) and in follow up (n = 3,226 for longitudinal analysis). APOE variation was evaluated as an additive model with number of ε2, ε3 and ε4 alleles. GFR was estimated using the CKD epidemiology equation (eGFRcreat) and the cystatin C demographic equation (eGFRcys). The primary outcome was CKD defined by eGFR < 60 ml/min/1.73 m2. The secondary outcome was rapid progression defined by annual loss of eGFR > 3 ml/min/1.73 m2.

RESULTS: Mean eGFRcreat was 72 ml/min/1.73 m2 (25\% CKD). Compared with the ε3 allele, the APOE ε4 allele was associated with reduced risk of CKD by eGFRcreat: unadjusted odds ratio (OR) and 95\% confidence interval (CI) 0.79 (0.67 - 0.93) per allele, fully adjusted OR (95\% CI) 0.80 (0.68 - 0.96) per allele. Results were consistent using eGFRcys. There was no association of the ε2 allele with CKD or between the apolipoprotein E gene with rapid progression.

CONCLUSIONS: The apolipoprotein ε4 allele was associated with lower odds of CKD in elderly Caucasian individuals. Future research should confirm these findings in other races and explore mechanisms to explain these results.

}, keywords = {Aged, Aged, 80 and over, Alleles, Apolipoproteins E, Confidence Intervals, Creatinine, Cross-Sectional Studies, Cystatin C, Disease Progression, European Continental Ancestry Group, Female, Gene Frequency, Genotype, Glomerular Filtration Rate, Humans, Kidney, Male, Odds Ratio, Renal Insufficiency, Chronic, Risk Factors}, issn = {0301-0430}, author = {Seshasai, Rebecca Kurnik and Katz, Ronit and de Boer, Ian H and Siscovick, David and Shlipak, Michael G and Rifkin, Dena E and Sarnak, Mark J} } @article {1395, title = {Kidney function and mortality in octogenarians: Cardiovascular Health Study All Stars.}, journal = {J Am Geriatr Soc}, volume = {60}, year = {2012}, month = {2012 Jul}, pages = {1201-7}, abstract = {

OBJECTIVES: To examine the association between kidney function and all-cause mortality in octogenarians.

DESIGN: Retrospective analysis of prospectively collected data.

SETTING: Community.

PARTICIPANTS: Serum creatinine and cystatin C were measured in 1,053 Cardiovascular Health Study (CHS) All Stars participants.

MEASUREMENTS: Estimated glomerular filtration rate (eGFR) was determined using the Chronic Kidney Disease Epidemiology Collaboration creatinine (eGFR(CR) ) and cystatin C one-variable (eGFR(CYS) ) equations. The association between quintiles of kidney function and all-cause mortality was analyzed using unadjusted and adjusted Cox proportional hazards models.

RESULTS: Mean age of the participants was 85, 64\% were female, 66\% had hypertension, 14\% had diabetes mellitus, and 39\% had prevalent cardiovascular disease. There were 154 deaths over a median follow-up of 2.6 years. The association between eGFR(CR) and all-cause mortality was U-shaped. In comparison with the reference quintile (64-75 mL/min per 1.73 m(2) ), the highest (>= 75 mL/min per 1.73 m(2) ) and lowest (<= 43 mL/min per 1.73 m(2) ) quintiles of eGFR(CR) were independently associated with mortality (hazard ratio (HR) = 2.49, 95\% confidence interval (CI) = 1.36-4.55; HR = 2.28, 95\% CI = 1.26-4.10, respectively). The association between eGFR(CYS) and all-cause mortality was linear in those with eGFR(CYS) of less than 60 mL/min per 1.73 m(2) , and in the multivariate analyses, the lowest quintile of eGFR(CYS) (<52 mL/min per 1.73 m(2) ) was significantly associated with mortality (HR = 2.04, 95\% CI = 1.12-3.71) compared with the highest quintile (>0.88 mL/min per 1.73 m(2) ).

CONCLUSION: Moderate reduction in kidney function is a risk factor for all-cause mortality in octogenarians. The association between eGFR(CR) and all-cause mortality differed from that observed with eGFR(CYS) ; the relationship was U-shaped for eGFR(CR) , whereas the risk was primarily present in the lowest quintile for eGFR(CYS) .

}, keywords = {Aged, 80 and over, Analysis of Variance, Cardiovascular Diseases, Chi-Square Distribution, Creatinine, Cystatin C, Diabetes Mellitus, Female, Glomerular Filtration Rate, Humans, Hypertension, Kidney Diseases, Male, Prevalence, Proportional Hazards Models, Retrospective Studies, Risk Factors, United States}, issn = {1532-5415}, doi = {10.1111/j.1532-5415.2012.04046.x}, author = {Shastri, Shani and Katz, Ronit and Rifkin, Dena E and Fried, Linda F and Odden, Michelle C and Peralta, Carmen A and Chonchol, Michel and Siscovick, David and Shlipak, Michael G and Newman, Anne B and Sarnak, Mark J} } @article {5999, title = {Blood pressure components and decline in kidney function in community-living older adults: the Cardiovascular Health Study.}, journal = {Am J Hypertens}, volume = {26}, year = {2013}, month = {2013 Aug}, pages = {1037-44}, abstract = {

BACKGROUND: Although hypertension contributes to kidney dysfunction in the general population, the contributions of elevated systolic blood pressure (SBP), diastolic blood pressure (DBP), and pulse pressure (PP) to kidney function decline in community-dwelling older adults are unknown.

METHODS: We used linear and logistic regression to examine the separate and combined associations of SBP, DBP, and PP at baseline with kidney function decline among 4,365 older adults in the Cardiovascular Health Study. We used cystatin C to estimate glomerular filtration rate on 3 occasions over 7 years of follow-up. We defined rapid decline >= 3ml/min/year.

RESULTS: Average age was 72.2 and mean (standard deviation) SBP, DBP, and PP were 135 (21), 71 (11), and 65 (18) mm Hg, respectively. SBP and PP, rather than DBP, were most significantly associated with kidney function decline. In adjusted linear models, each 10-mm Hg increment in SBP and PP was associated with 0.13ml/min/year (-0.19, -0.08, P < 0.001) and 0.15-ml/min/year faster decline (-0.21, -0.09, P < 0.001), respectively. Each 10-mm Hg increment in DBP was associated with a nonsignificant 0.10-ml/min/year faster decline (95\% confidence interval, -0.20, 0.01). In adjusted logistic models, SBP had the strongest associations with rapid decline, with 14\% increased hazard of rapid decline (95\% confidence interval, 10\% to 17\%, P < 0.01) per 10mm Hg. In models combining BP components, only SBP consistently had independent associations with rapid decline.

CONCLUSIONS: Our findings suggest that elevated BP, particularly SBP, contributes to declining kidney function in older adults.

}, keywords = {Aged, Blood Pressure, Cohort Studies, Cystatin C, Diastole, Disease Progression, Female, Glomerular Filtration Rate, Humans, Hypertension, Logistic Models, Longitudinal Studies, Male, Pulse, Renal Insufficiency, Chronic, Systole}, issn = {1941-7225}, doi = {10.1093/ajh/hpt067}, author = {Rifkin, Dena E and Katz, Ronit and Chonchol, Michel and Shlipak, Michael G and Sarnak, Mark J and Fried, Linda F and Newman, Anne B and Siscovick, David S and Peralta, Carmen A} } @article {7377, title = {Cystatin C versus creatinine in determining risk based on kidney function.}, journal = {N Engl J Med}, volume = {369}, year = {2013}, month = {2013 Sep 05}, pages = {932-43}, abstract = {

BACKGROUND: Adding the measurement of cystatin C to that of serum creatinine to determine the estimated glomerular filtration rate (eGFR) improves accuracy, but the effect on detection, staging, and risk classification of chronic kidney disease across diverse populations has not been determined.

METHODS: We performed a meta-analysis of 11 general-population studies (with 90,750 participants) and 5 studies of cohorts with chronic kidney disease (2960 participants) for whom standardized measurements of serum creatinine and cystatin C were available. We compared the association of the eGFR, as calculated by the measurement of creatinine or cystatin C alone or in combination with creatinine, with the rates of death (13,202 deaths in 15 cohorts), death from cardiovascular causes (3471 in 12 cohorts), and end-stage renal disease (1654 cases in 7 cohorts) and assessed improvement in reclassification with the use of cystatin C.

RESULTS: In the general-population cohorts, the prevalence of an eGFR of less than 60 ml per minute per 1.73 m(2) of body-surface area was higher with the cystatin C-based eGFR than with the creatinine-based eGFR (13.7\% vs. 9.7\%). Across all eGFR categories, the reclassification of the eGFR to a higher value with the measurement of cystatin C, as compared with creatinine, was associated with a reduced risk of all three study outcomes, and reclassification to a lower eGFR was associated with an increased risk. The net reclassification improvement with the measurement of cystatin C, as compared with creatinine, was 0.23 (95\% confidence interval [CI], 0.18 to 0.28) for death and 0.10 (95\% CI, 0.00 to 0.21) for end-stage renal disease. Results were generally similar for the five cohorts with chronic kidney disease and when both creatinine and cystatin C were used to calculate the eGFR.

CONCLUSIONS: The use of cystatin C alone or in combination with creatinine strengthens the association between the eGFR and the risks of death and end-stage renal disease across diverse populations. (Funded by the National Kidney Foundation and others.).

}, keywords = {Creatinine, Cystatin C, Glomerular Filtration Rate, Humans, Kidney Failure, Chronic, Kidney Function Tests, Reference Standards, Renal Insufficiency, Chronic, Risk, Risk Assessment}, issn = {1533-4406}, doi = {10.1056/NEJMoa1214234}, author = {Shlipak, Michael G and Matsushita, Kunihiro and Arnl{\"o}v, Johan and Inker, Lesley A and Katz, Ronit and Polkinghorne, Kevan R and Rothenbacher, Dietrich and Sarnak, Mark J and Astor, Brad C and Coresh, Josef and Levey, Andrew S and Gansevoort, Ron T} } @article {5854, title = {Hypertension and low HDL cholesterol were associated with reduced kidney function across the age spectrum: a collaborative study.}, journal = {Ann Epidemiol}, volume = {23}, year = {2013}, month = {2013 Mar}, pages = {106-11}, abstract = {

PURPOSE: To determine if the associations among established risk factors and reduced kidney function vary by age.

METHODS: We pooled cross-sectional data from 14,788 nondiabetics aged 40 to 100 years in 4 studies: Cardiovascular Health Study, Health, Aging, and Body Composition Study, Multi-Ethnic Study of Atherosclerosis, and Prevention of Renal and Vascular End-Stage Disease cohort.

RESULTS: Hypertension and low high-density lipoprotein (HDL) cholesterol were associated with reduced cystatin C-based estimated glomerular filtration rate (eGFR) across the age spectrum. In adjusted analyses, hypertension was associated with a 2.3 (95\% confidence interval [CI], 0.1, 4.4), 5.1 (95\% CI, 4.1, 6.1), and 6.9 (95\%~CI, 3.0, 10.4) mL/min/1.73 m(2) lower eGFR in participants 40 to 59, 60 to 79, and at least 80~years, respectively (P for interaction < .001). The association of low HDL cholesterol with reduced kidney function was also greater in the older age groups: 4.9 (95\% CI, 3.5, 6.3), 7.1 (95\% CI, 6.0, 8.3), 8.9 (95\% CI, 5.4, 11.9) mL/min/1.73 m(2) (P for interaction < .001). Smoking and obesity were associated with reduced kidney function in participants under 80 years. All estimates of the potential population impact of the risk factors were modest.

CONCLUSIONS: Hypertension, obesity, smoking, and low HDL cholesterol are modestly associated with reduced kidney function in nondiabetics. The associations of hypertension and HDL cholesterol with reduced kidney function seem to be stronger in older adults.

}, keywords = {Adult, Age Factors, Aged, Aged, 80 and over, Aging, Causality, Cholesterol, LDL, Cohort Studies, Comorbidity, Cross-Sectional Studies, Cystatin C, Female, Humans, Hypertension, Kidney Function Tests, Male, Netherlands, Obesity, Prevalence, Renal Insufficiency, Chronic, Risk Factors, Smoking, United States}, issn = {1873-2585}, doi = {10.1016/j.annepidem.2012.12.004}, author = {Odden, Michelle C and Tager, Ira B and Gansevoort, Ron T and Bakker, Stephan J L and Fried, Linda F and Newman, Anne B and Katz, Ronit and Satterfield, Suzanne and Harris, Tamara B and Sarnak, Mark J and Siscovick, David and Shlipak, Michael G} } @article {6136, title = {Kidney function and prevalent and incident frailty.}, journal = {Clin J Am Soc Nephrol}, volume = {8}, year = {2013}, month = {2013 Dec}, pages = {2091-9}, abstract = {

BACKGROUND AND OBJECTIVES: Kidney disease is associated with physiologic changes that may predispose to frailty. This study sought to investigate whether lower levels of kidney function were associated with prevalent or incident frailty in Cardiovascular Health Study (CHS) participants.

DESIGN, SETTING, PARTICIPANTS, \& MEASUREMENTS: CHS enrolled community-dwelling adults age >=65 years between 1989-1990 and 1992-1993. To examine prevalent frailty, included were 4150 participants without stroke, Parkinson disease, prescribed medications for Alzheimer disease or depression, or severely impaired cognition. To examine incident frailty, included were a subset of 3459 participants without baseline frailty or development of exclusion criteria during follow-up. The primary predictor was estimated GFR (eGFR) calculated using serum cystatin C (eGFR(cys)). Secondary analyses examined eGFR using serum creatinine (eGFR(SCr)). Outcomes were prevalent frailty and incident frailty at 4 years of follow-up. Frailty was ascertained on the basis of weight loss, exhaustion, weakness, slowness, and low physical activity.

RESULTS: The mean age was 75 years and the median eGFR(cys) was 73 ml/min per 1.73 m(2). Among participants with an eGFR(cys) <45 ml/min per 1.73 m(2), 24\% had prevalent frailty. In multivariable analysis and compared with eGFR(cys) >=90 ml/min per 1.73 m(2), eGFR(cys) categories of 45-59 (odds ratio [OR], 1.80; 95\% confidence interval [CI], 1.17 to 2.75) and 15-44 (OR, 2.87; 95\% CI, 1.72 to 4.77) were associated with higher odds of frailty, whereas 60-75 (OR, 1.14; 95\% CI, 0.76 to 1.70) was not. In multivariable analysis, eGFR(cys) categories of 60-75 (incidence rate ratio [IRR], 1.72; 95\% CI, 1.07 to 2.75) and 15-44 (IRR, 2.28; 95\% CI, 1.23 to 4.22) were associated with higher incidence of frailty whereas 45-59 (IRR, 1.53; 95\% CI, 0.90 to 2.60) was not. Lower levels of eGFR(SCr) were not associated with higher risk of prevalent or incident frailty.

CONCLUSIONS: In community-dwelling elders, lower eGFR(cys) was associated with a higher risk of prevalent and incident frailty whereas lower eGFR(SCr) was not. These findings highlight the importance of considering non-GFR determinants of kidney function.

}, keywords = {Age Factors, Aged, Aged, 80 and over, Aging, Biomarkers, Creatinine, Cross-Sectional Studies, Cystatin C, Fatigue, Female, Frail Elderly, Geriatric Assessment, Glomerular Filtration Rate, Humans, Incidence, Independent Living, Kidney, Kidney Diseases, Logistic Models, Male, Motor Activity, Multivariate Analysis, Muscle Weakness, Odds Ratio, Phenotype, Prevalence, Prospective Studies, Risk Factors, Time Factors, United States, Weight Loss}, issn = {1555-905X}, doi = {10.2215/CJN.02870313}, author = {Dalrymple, Lorien S and Katz, Ronit and Rifkin, Dena E and Siscovick, David and Newman, Anne B and Fried, Linda F and Sarnak, Mark J and Odden, Michelle C and Shlipak, Michael G} } @article {6308, title = {Fibroblast growth factor-23 and the long-term risk of hospital-associated AKI among community-dwelling older individuals.}, journal = {Clin J Am Soc Nephrol}, volume = {9}, year = {2014}, month = {2014 Feb}, pages = {239-46}, abstract = {

BACKGROUND AND OBJECTIVES: AKI occurs frequently in older persons. Elevated circulating fibroblast growth factor-23 (FGF-23), a known marker of impaired mineral metabolism, may also reflect tubular dysfunction and risk of AKI. This study evaluated FGF-23 as well as traditional markers of kidney disease, namely urine albumin-to-creatinine ratio (UACR) and creatinine-cystatin C estimated GFR (eGFRCrCyC), as risk factors for AKI in elderly individuals.

DESIGN, SETTING, PARTICIPANTS, \& MEASUREMENTS: Plasma FGF-23, UACR, and eGFRCrCyC were measured in 3241 community-dwelling elderly individuals in the Cardiovascular Health Study. Hospitalization for AKI was defined by International Classification of Diseases, Ninth Revision, Clinical Modification codes. Associations of each biomarker with AKI were evaluated using Cox proportional hazards models adjusted for demographics, cardiovascular risk factors, and biomarkers of kidney function.

RESULTS: The mean participant age was 78 years; 60\% of participants were women and 16\% were African American. The median (interquartile range) values of biomarkers were as follows: FGF-23, 70 RU/ml (53, 99); UACR, 8.88 mg/g (4.71, 20.47); and eGFRCrCyC, 71 ml/min per 1.73 m(2) (59, 83). Hospitalized AKI occurred in 119 participants over 10.0 years of median follow-up. In fully adjusted analyses, compared with the lowest quartiles, the highest quartiles of FGF-23 (>=100 RU/ml) and UACR (>=20.9 mg/g) were associated with AKI (FGF-23: hazard ratio [HR], 1.99; 95\% confidence interval [95\% CI], 1.04 to 3.80; and UACR: HR, 3.35; 95\% CI, 1.83 to 6.13). Compared with the highest quartile, the lowest quartile of eGFRCrCyC (<57 ml/min per 1.73 m(2)) was associated with AKI with an HR of 2.15 (95\% CI, 1.21 to 3.82).

CONCLUSIONS: FGF-23 adjusted for albuminuria, cardiovascular disease risk factors, and baseline eGFR is independently associated with a higher risk of AKI hospitalizations in community-dwelling elderly individuals. Further studies to understand the nature of this association are warranted.

}, keywords = {Acute Kidney Injury, Age Factors, Aged, Aged, 80 and over, Albuminuria, Biomarkers, Creatinine, Cystatin C, Female, Fibroblast Growth Factors, Glomerular Filtration Rate, Hospitalization, Humans, Independent Living, Kidney, Longitudinal Studies, Male, Prognosis, Proportional Hazards Models, Prospective Studies, Risk Factors, Time Factors}, issn = {1555-905X}, doi = {10.2215/CJN.05830513}, author = {Brown, Jeremiah R and Katz, Ronit and Ix, Joachim H and de Boer, Ian H and Siscovick, David S and Grams, Morgan E and Shlipak, Michael and Sarnak, Mark J} } @article {6364, title = {Kidney function and cognitive health in older adults: the Cardiovascular Health Study.}, journal = {Am J Epidemiol}, volume = {180}, year = {2014}, month = {2014 Jul 01}, pages = {68-75}, abstract = {

Recent evidence has demonstrated the importance of kidney function in healthy aging. We examined the association between kidney function and change in cognitive function in 3,907 participants in the Cardiovascular Health Study who were recruited from 4 US communities and studied from 1992 to 1999. Kidney function was measured by cystatin C-based estimated glomerular filtration rate (eGFRcys). Cognitive function was assessed using the Modified Mini-Mental State Examination and the Digit Symbol Substitution Test, which were administered up to 7 times during annual visits. There was an association between eGFRcys and change in cognitive function after adjustment for confounders; persons with an eGFRcys of less than 60 mL/minute/1.73 m(2) had a 0.64 (95\% confidence interval: 0.51, 0.77) points/year faster decline in Modified Mini-Mental State Examination score and a 0.42 (95\% confidence interval: 0.28, 0.56) points/year faster decline in Digit Symbol Substitution Test score compared with persons with an eGFRcys of 90 or more mL/minute/1.73 m(2). Additional adjustment for intermediate cardiovascular events modestly affected these associations. Participants with an eGFRcys of less than 60 mL/minute/1.73 m(2) had fewer cognitive impairment-free life-years on average compared with those with eGFRcys of 90 or more mL/minute/1.73 m(2), independent of confounders and mediating cardiovascular events (mean difference = -0.44, 95\% confidence interval: -0.62, -0.26). Older adults with lower kidney function are at higher risk of worsening cognitive function.

}, keywords = {Aged, Cardiovascular Diseases, Cognition, Cognition Disorders, Cystatin C, Female, Glomerular Filtration Rate, Health Status, Humans, Kidney, Kidney Diseases, Male, Neuropsychological Tests}, issn = {1476-6256}, doi = {10.1093/aje/kwu102}, author = {Darsie, Brendan and Shlipak, Michael G and Sarnak, Mark J and Katz, Ronit and Fitzpatrick, Annette L and Odden, Michelle C} } @article {8095, title = {Galectin-3 and Soluble ST2 and Kidney Function Decline in Older Adults: The Cardiovascular Health Study (CHS).}, journal = {Am J Kidney Dis}, volume = {67}, year = {2016}, month = {2016 06}, pages = {994-6}, keywords = {Aged, Cohort Studies, Creatinine, Cystatin C, Female, Galectin 3, Glomerular Filtration Rate, Humans, Interleukin-1 Receptor-Like 1 Protein, Logistic Models, Longitudinal Studies, Male, Prognosis, Renal Insufficiency, Chronic}, issn = {1523-6838}, doi = {10.1053/j.ajkd.2015.12.022}, author = {Bansal, Nisha and Katz, Ronit and Seliger, Stephen and DeFilippi, Christopher and Sarnak, Mark J and Delaney, Joseph A and Christenson, Robert and de Boer, Ian H and Kestenbaum, Bryan and Robinson-Cohen, Cassianne and Ix, Joachim H and Shlipak, Michael G} }