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New Creatinine- and Cystatin C-Based Equations to Estimate GFR without Race
Inker, Lesley A; Eneanya, Nwamaka D; Coresh, Josef; Tighiouart, Hocine; Wang, Dan; Sang, Yingying; Crews, Deidra C; Doria, Alessandro; Estrella, Michelle M; Froissart, Marc; Grams, Morgan E; Greene, Tom; Grubb, Anders; Gudnason, Vilmundur; Gutiérrez, Orlando M; Kalil, Roberto; Karger, Amy B; Mauer, Michael; Navis, Gerjan; Nelson, Robert G; Poggio, Emilio D; Rodby, Roger; Rossing, Peter; Rule, Andrew D; Selvin, Elizabeth; Seegmiller, Jesse C; Shlipak, Michael G; Torres, Vicente E; Yang, Wei; Ballew, Shoshana H; Couture, Sara J; Powe, Neil R; Levey, Andrew S
BACKGROUND:Current equations for estimated glomerular filtration rate (eGFR) that use serum creatinine or cystatin C incorporate age, sex, and race to estimate measured GFR. However, race in eGFR equations is a social and not a biologic construct. METHODS:We developed new eGFR equations without race using data from two development data sets: 10 studies (8254 participants, 31.5% Black) for serum creatinine and 13 studies (5352 participants, 39.7% Black) for both serum creatinine and cystatin C. In a validation data set of 12 studies (4050 participants, 14.3% Black), we compared the accuracy of new eGFR equations to measured GFR. We projected the prevalence of chronic kidney disease (CKD) and GFR stages in a sample of U.S. adults, using current and new equations. RESULTS:; 95% CI, 3.4 to 4.4). For all equations, 85% or more of the eGFRs for Blacks and non-Blacks were within 30% of measured GFR. New creatinine-cystatin C equations without race were more accurate than new creatinine equations, with smaller differences between race groups. As compared with the current creatinine equation, the new creatinine equations, but not the new creatinine-cystatin C equations, increased population estimates of CKD prevalence among Blacks and yielded similar or lower prevalence among non-Blacks. CONCLUSIONS:New eGFR equations that incorporate creatinine and cystatin C but omit race are more accurate and led to smaller differences between Black participants and non-Black participants than new equations without race with either creatinine or cystatin C alone. (Funded by the National Institute of Diabetes and Digestive and Kidney Diseases.).
PMID: 34554658
ISSN: 1533-4406
CID: 5102022
Ankle-brachial index and subsequent risk of incident and recurrent cardiovascular events in older adults: The Atherosclerosis Risk in Communities (ARIC) study
Wang, Frances M; Yang, Chao; Ballew, Shoshana H; Kalbaugh, Corey A; Meyer, Michelle L; Tanaka, Hirofumi; Heiss, Gerardo; Allison, Matthew; Salameh, Maya; Coresh, Josef; Matsushita, Kunihiro
BACKGROUND AND AIMS:The ankle-brachial index (ABI) is a diagnostic test for screening and detecting peripheral artery disease (PAD), as well as a risk enhancer in the AHA/ACC guidelines on the primary prevention of atherosclerotic cardiovascular disease (ASCVD). However, our understanding of the association between ABI and cardiovascular risk in contemporary older populations is limited. Additionally, the prognostic value of ABI among individuals with prior ASCVD is not well understood. METHODS:Among 5,003 older adults at ARIC visit 5 (2011-2013) (4,160 without prior ASCVD [median age 74 years, 38% male], and 843 with ASCVD [median age 76 years, 65% male]), we quantified the association between ABI and the risk of heart failure (HF), and composite coronary heart disease and stroke (CHD/stroke) using multivariable Cox regression models. RESULTS:Over a median follow-up of 5.5 years, we observed 400 CHD/stroke events and 338 HF cases (242 and 199 cases in those without prior ASCVD, respectively). In participants without a history of ASCVD, a low ABI ≤0.9 (relative to ABI 1.11-1.20) was associated with both CHD/stroke and HF (adjusted hazard ratios 2.40 [95% CI: 1.55-3.71] and 2.23 [1.40-3.56], respectively). In those with prior ASCVD, low ABI was not significantly associated with CHD/stroke, but was with HF (7.12 [2.47-20.50]). The ABI categories of 0.9-1.2 and > 1.3 were also independently associated with increased HF risk. Beyond traditional risk factors, ABI significantly improved the risk discrimination of CHD/stroke in those without ASCVD and HF, regardless of baseline ASCVD. CONCLUSIONS:Low ABI was associated with CHD/stroke in those without prior ASCVD and higher risk of HF regardless of baseline ASCVD status. These results support ABI as a risk enhancer for guiding primary cardiovascular prevention and suggest its potential value in HF risk assessment for older adults.
PMCID:8604439
PMID: 34688158
ISSN: 1879-1484
CID: 5586192
Chronic kidney disease measures for cardiovascular risk prediction
Mok, Yejin; Ballew, Shoshana H; Matsushita, Kunihiro
Chronic kidney disease (CKD) affects 15-20% of adults globally and causes various complications, one of the most important being cardiovascular disease (CVD). CKD has been associated with many CVD subtypes, especially severe ones like heart failure, independent of potential confounders such as diabetes and hypertension. There is no consensus in major clinical guidelines as to how to incorporate the two key measures of CKD (glomerular filtration rate and albuminuria) for CVD risk prediction. This is a critical missed opportunity to appropriately refine predicted risk and personalize prevention therapies according to CKD status, particularly since these measures are often already evaluated in clinical care. In this review, we provide an overview of CKD definition and staging, the subtypes of CVD most associated with CKD, major pathophysiological mechanisms, and the current state of CKD as a predictor of CVD in major clinical guidelines. We will introduce the novel concept of a "CKD Add-on", which allows the incorporation of CKD measures in existing risk prediction models, and the implications of taking into account CKD in the management of CVD risk.
PMID: 34556333
ISSN: 1879-1484
CID: 5642232
Serum albumin and risks of hospitalization and death: Findings from the Atherosclerosis Risk in Communities study
Shannon, Colleen M; Ballew, Shoshana H; Daya, Natalie; Zhou, Linda; Chang, Alex R; Sang, Yingying; Coresh, Josef; Selvin, Elizabeth; Grams, Morgan E
OBJECTIVES:To determine whether lower serum albumin in community-dwelling, older adults is associated with increased risk of hospitalization and death independent of pre-existing disease. DESIGN:Prospective cohort study of participants in the fifth visit of the Atherosclerosis Risk in Communities (ARIC) study. Baseline data were collected from 2011 to 2013. Follow-up was available to December 31, 2017. Replication was performed in Geisinger, a health system in rural Pennsylvania. SETTING:For ARIC, four US communities: Washington County, Maryland; Forsyth County, North Carolina; Jackson, Mississippi; and suburbs of Minneapolis, Minnesota. PARTICIPANTS:A total of 4947 community-dwelling men and women aged 66 to 90 years. EXPOSURE:Serum albumin. MAIN OUTCOMES:Incident all-cause hospitalization and death. RESULTS:Among the 4947 participants, mean age was 75.5 years (SD: 5.12) and mean baseline serum albumin concentration was 4.05 g/dL (SD: 0.30). Over a median follow-up period of 4.42 years (interquartile interval: 4.16-5.05), 553 participants (11.2%) died and 2457 participants (49.7%) were hospitalized at least once. The total number of hospitalizations was 5725. In analyses adjusted for demographics and numerous clinical characteristics, including tobacco use, obesity, frailty, cardiovascular disease, kidney disease, diabetes C-reactive protein (CRP), cognitive status, alcohol use, medication use, respiratory disease, and systolic blood pressure, 1 g/dL lower baseline serum albumin concentration was associated with higher risk of both hospitalization (incidence rate ratio [IRR]: 1.58; 95% confidence interval [CI]: 1.36-1.82; p < 0.001) and death (hazard ratio [HR]: 1.67; 95% CI: 1.24-2.24; p < 0.001). Associations were weaker with older age but not different by frailty status or level of high-sensitivity CRP. Associations between serum albumin, hospitalizations, and death were also similar in a real-world cohort of primary care patients. CONCLUSIONS:Lower baseline serum albumin was significantly associated with increased risk of both all-cause hospitalization and death, independent of pre-existing disease. Older adults with low serum albumin should be considered a high-risk population and targeted for interventions to reduce the risk of adverse outcomes.
PMID: 34298583
ISSN: 1532-5415
CID: 5101962
Albuminuria Testing in Hypertension and Diabetes: An Individual-Participant Data Meta-Analysis in a Global Consortium
Shin, Jung-Im; Chang, Alex R; Grams, Morgan E; Coresh, Josef; Ballew, Shoshana H; Surapaneni, Aditya; Matsushita, Kunihiro; Bilo, Henk J G; Carrero, Juan J; Chodick, Gabriel; Daratha, Kenn B; Jassal, Simerjot K; Nadkarni, Girish N; Nelson, Robert G; Nowak, Christoph; Stempniewicz, Nikita; Sumida, Keiichi; Traynor, Jamie P; Woodward, Mark; Sang, Yingying; Gansevoort, Ron T
[Figure: see text].
PMCID:8429211
PMID: 34365812
ISSN: 1524-4563
CID: 5101982
A Practical Guide to Interpret Individual Participant Data Meta-analysis of Observational Studies
Ballew, Shoshana H; Mok, Yejin; Matsushita, Kunihiro
PMID: 33901580
ISSN: 1523-6838
CID: 5642222
Chronic Kidney Disease Testing Among Primary Care Patients With Type 2 Diabetes Across 24 U.S. Health Care Organizations
Stempniewicz, Nikita; Vassalotti, Joseph A; Cuddeback, John K; Ciemins, Elizabeth; Storfer-Isser, Amy; Sang, Yingying; Matsushita, Kunihiro; Ballew, Shoshana H; Chang, Alex R; Levey, Andrew S; Bailey, Robert A; Fishman, Jesse; Coresh, Josef
OBJECTIVE:Clinical guidelines for people with diabetes recommend chronic kidney disease (CKD) testing at least annually using estimated glomerular filtration rate (eGFR) and urinary albumin-to-creatinine ratio (uACR). We aimed to understand CKD testing among people with type 2 diabetes in the U.S. RESEARCH DESIGN AND METHODS:Electronic health record data were analyzed from 513,165 adults with type 2 diabetes receiving primary care from 24 health care organizations and 1,164 clinical practice sites. We assessed the percentage of patients with both one or more eGFRs and one or more uACRs and each test individually in the 1, 2, and 3 years ending September 2019 by health care organization and clinical practice site. Elevated albuminuria was defined as uACR ≥30 mg/g. RESULTS:The 1-year median testing rate across organizations was 51.6% for both uACR and eGFR, 89.5% for eGFR, and 52.9% for uACR. uACR testing varied (10th-90th percentile) from 44.7 to 63.3% across organizations and from 13.3 to 75.4% across sites. Over 3 years, the median testing rate for uACR across organizations was 73.7%. Overall, the prevalence of detected elevated albuminuria was 15%. The average prevalence of detected elevated albuminuria increased linearly with uACR testing rates at sites, with estimated prevalence of 6%, 15%, and 30% at uACR testing rates of 20%, 50%, and 100%, respectively. CONCLUSIONS:While eGFR testing rates are uniformly high among people with type 2 diabetes, testing rates for uACR are suboptimal and highly variable across and within the organizations examined. Guideline-recommended uACR testing should increase detection of CKD.
PMID: 34233925
ISSN: 1935-5548
CID: 5586162
Retinopathy and Risk of Kidney Disease in Persons With Diabetes
Hong, Jingyao; Surapaneni, Aditya; Daya, Natalie; Selvin, Elizabeth; Coresh, Josef; Grams, Morgan E; Ballew, Shoshana H
Rationale & Objective/UNASSIGNED:Retinopathy and chronic kidney disease (CKD) are typically considered microvascular complications of diabetes, and cardiovascular and cerebrovascular diseases are considered macrovascular complications; however, all may share common pathological mechanisms. This study quantified the association of retinopathy with risk of kidney disease and compared with the association with cardiovascular disease in persons with diabetes. Study Design/UNASSIGNED:Retrospective cohort study. Setting & Participants/UNASSIGNED:1,759 participants in the ARIC study who had diabetes at visit 4 and underwent retinal examination at visit 3. Exposure/UNASSIGNED:Retinopathy. Outcome/UNASSIGNED:), prevalent albuminuria (urinary albumin-creatinine ratio [UACR] > 30 mg/g), incident CKD, incident end-stage kidney disease (ESKD), incident coronary heart disease (CHD), and incident stroke. Analytical Approach/UNASSIGNED:The cross-sectional association of retinopathy with prevalent CKD and albuminuria was assessed by logistic regression. The associations between retinopathy, incident CKD, incident ESKD, incident CHD, and incident stroke were examined using Cox proportional hazards models. Seemingly unrelated regression was used to compare the strength of association between retinopathy and outcomes. Results/UNASSIGNED: = 0.03); all other associations were similar. Limitations/UNASSIGNED:Retinal examination and kidney measurements were taken at different visits. Conclusions/UNASSIGNED:The presence of retinopathy was associated with higher prevalence of kidney disease and higher risk of incident CKD, ESKD, and CHD. These results may suggest that a similar mechanism underlies the development of retinopathy and other adverse outcomes in diabetes.
PMCID:8515075
PMID: 34693260
ISSN: 2590-0595
CID: 5102032
Albuminuria and Prognosis Among Individuals With Atherosclerotic Cardiovascular Disease: The ARIC Study [Letter]
Mok, Yejin; Ballew, Shoshana H; Stacey, Richard Brandon; Rossi, Joseph; Koton, Silvia; Kucharska-Newton, Anna; Chang, Patricia P; Coresh, Josef; Rosamond, Wayne; Matsushita, Kunihiro
PMID: 34210419
ISSN: 1558-3597
CID: 5586152
THE AUTHORS REPLY [Comment]
Mok, Yejin; Ballew, Shoshana H; Sang, Yingying; Coresh, Josef; Joshu, Corinne E; Platz, Elizabeth A; Matsushita, Kunihiro
PMID: 33305811
ISSN: 1476-6256
CID: 5585982