Urine creatinine concentration and clinical outcomes in older adults: The Cardiovascular Health Study

Author(s):  
Joshua I. Barzilay ◽  
Petra Buzkova ◽  
Michael G. Shlipak ◽  
Mary F. Lyles ◽  
Nisha Bansal ◽  
...  
2019 ◽  
Vol 189 (1) ◽  
pp. 55-67
Author(s):  
Michelle C Odden ◽  
Andreea M Rawlings ◽  
Abtin Khodadadi ◽  
Xiaoli Fern ◽  
Michael G Shlipak ◽  
...  

Abstract Heterogeneous exposure associations (HEAs) can be defined as differences in the association of an exposure with an outcome among subgroups that differ by a set of characteristics. In this article, we intend to foster discussion of HEAs in the epidemiologic literature and present a variant of the random forest algorithm that can be used to identify HEAs. We demonstrate the use of this algorithm in the setting of the association between systolic blood pressure and death in older adults. The training set included pooled data from the baseline examination of the Cardiovascular Health Study (1989–1993), the Health, Aging, and Body Composition Study (1997–1998), and the Sacramento Area Latino Study on Aging (1998–1999). The test set included data from the National Health and Nutrition Examination Survey (1999–2002). The hazard ratios ranged from 1.25 (95% confidence interval: 1.13, 1.37) per 10-mm Hg increase in systolic blood pressure among men aged ≤67 years with diastolic blood pressure greater than 80 mm Hg to 1.00 (95% confidence interval: 0.96, 1.03) among women with creatinine concentration ≤0.7 mg/dL and a history of hypertension. HEAs have the potential to improve our understanding of disease mechanisms in diverse populations and guide the design of randomized controlled trials to control exposures in heterogeneous populations.


Hypertension ◽  
1992 ◽  
Vol 19 (6_pt_1) ◽  
pp. 508-519 ◽  
Author(s):  
G H Rutan ◽  
B Hermanson ◽  
D E Bild ◽  
S J Kittner ◽  
F LaBaw ◽  
...  

PLoS Medicine ◽  
2006 ◽  
Vol 3 (10) ◽  
pp. e400 ◽  
Author(s):  
Richard A Kronmal ◽  
Joshua I Barzilay ◽  
Nicholas L Smith ◽  
Bruce M Psaty ◽  
Lewis H Kuller ◽  
...  

Stroke ◽  
2017 ◽  
Vol 48 (suppl_1) ◽  
Author(s):  
Lester Y Leung ◽  
Traci M Bartz ◽  
Kenneth Rice ◽  
James Floyd ◽  
Bruce Psaty ◽  
...  

Introduction: Covert brain infarction (CBI) and worsening white matter grade (WMG) on serial MRI are associated with increased risk for ischemic stroke and dementia. Hypothesis: We sought to evaluate the association of various measures of blood pressure and heart rate with these MRI findings. Methods: In the Cardiovascular Health Study, a longitudinal cohort study of cardiovascular disease in older adults, we used relative risk regression to assess the risk of incident CBI and worsening WMG associated with mean, variability, and trend in systolic blood pressure (SBP), diastolic blood pressure (DBP), and heart rate (HR) measured at four or more annual clinic visits between two brain MRIs. We included participants who underwent both brain MRIs and had no change in antihypertensive medication status, no CBI on the initial MRI, and no stroke before the follow-up MRI. Results: Among 897 eligible participants, incident CBI occurred in 15% and worsening WMG in 27%. Mean SBP mean was strongly associated with increased risk for incident CBI (RR per 10 mmHg 1.29; 95% CI, 1.13-1.47), and DBP mean was strongly associated with increased risk for worsening WMG (RR per 10 mmHg 1.43; 95% CI, 1.23-1.67). DBP variability may be associated with incident CBI (RR per 10 mmHg 1.71; 95% CI, 1.10-2.65), The HR measures were not associated with these MRI findings. Conclusions: Elevated mean levels of blood pressure contribute to covert cerebrovascular diseases. Control of mean blood pressure levels, even in older adults, remains a high priority for prevention of vascular brain injury.


Circulation ◽  
2012 ◽  
Vol 125 (suppl_10) ◽  
Author(s):  
Luc Djousse ◽  
Marlena Maziarz ◽  
Mary L Biggs ◽  
Joachim H Ix ◽  
Jorge R Kizer ◽  
...  

Background: Fatty acid binding protein 4 (FABP4) is an adipokine that plays a role in lipid transport. Previous studies have reported that FABP4 may increase the risk of diabetes and exert negative inotropy on the myocardium. It is unknown whether plasma FABP4 is associated with the risk of sudden cardiac death (SCD). Objective: To test the hypothesis that plasma FABP4 is associated with a higher incidence of SCD in older adults and determine if diabetes status modifies this association. Methods: We prospectively analyzed data on 4,564 men and women aged 65+ years from the Cardiovascular Health Study. FABP4 was measured at baseline using ELISA and SCD events were adjudicated through review of medical records (inter-reviewer agreement of 88% and kappa of 0.74). We used Cox proportional hazards model to examine the association between FABP4 and SCD. Results: During a median follow up of 11.8 years, 146 new cases of SCD occurred. In a multivariable model adjusting for age, sex, race, clinic, education, glomerular filtration rate based on cystatin C, high-sensitive C-reactive protein, leisure time physical activity, hormone replacement therapy, alcohol intake, self-reported general health status, smoking, prevalent coronary heart disease, and prevalent heart failure, each higher standard deviation (SD) of plasma FABP4 was associated with a non-significant 14% (95% CI: -5% to 37%) higher risk of SCD. When stratified by prevalent diabetes status, FABP4 was associated with a higher risk of SCD in non-diabetic participants, [HR per SD of FABP4: 1.37 (95% CI: 1.11-1.67)] but not in diabetic participants [HR per SD of FABP4: 0.77 (95% CI: 0.52-1.15)], p for diabetes-FABP4 interaction was 0.026. Conclusion: A single measure of plasma FABP4 obtained later in life was associated with a higher risk of SCD among older adults without diabetes but not among those with diabetes. If confirmed in other studies, these data may point to novel mechanisms and opportunities for SCD prevention.


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