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148


Association of Low Glomerular Filtration Rate With Adverse Outcomes at Older Age in a Large Population With Routinely Measured Cystatin C

Fu, Edouard L; Carrero, Juan-Jesus; Sang, Yingying; Evans, Marie; Ishigami, Junichi; Inker, Lesley A; Grams, Morgan E; Levey, Andrew S; Coresh, Josef; Ballew, Shoshana H
BACKGROUND/UNASSIGNED:), which may be less accurate in older adults. OBJECTIVE/UNASSIGNED:) and 8 outcomes. DESIGN/UNASSIGNED:Population-based cohort study. SETTING/UNASSIGNED:Stockholm, Sweden, 2010 to 2019. PARTICIPANTS/UNASSIGNED:82 154 participants aged 65 years or older with outpatient creatinine and cystatin C testing. MEASUREMENTS/UNASSIGNED:Hazard ratios for all-cause mortality, cardiovascular mortality, and kidney failure with replacement therapy (KFRT); incidence rate ratios for recurrent hospitalizations, infection, myocardial infarction or stroke, heart failure, and acute kidney injury. RESULTS/UNASSIGNED:, and for KFRT they were 2.6 (CI, 1.2 to 5.8) and 1.4 (CI, 0.7 to 2.8), respectively. Similar findings were observed in subgroups, including those with a urinary albumin-creatinine ratio below 30 mg/g. LIMITATION/UNASSIGNED:No GFR measurements. CONCLUSION/UNASSIGNED:was more strongly associated with adverse outcomes and the associations were more uniform. PRIMARY FUNDING SOURCE/UNASSIGNED:Swedish Research Council, National Institutes of Health, and Dutch Kidney Foundation.
PMID: 38285982
ISSN: 1539-3704
CID: 5627392

Development and Validation of the American Heart Association Predicting Risk of Cardiovascular Disease EVENTs (PREVENT) Equations

Khan, Sadiya S; Matsushita, Kunihiro; Sang, Yingying; Ballew, Shoshana H; Grams, Morgan E; Surapaneni, Aditya; Blaha, Michael J; Carson, April P; Chang, Alexander R; Ciemins, Elizabeth; Go, Alan S; Gutierrez, Orlando M; Hwang, Shih-Jen; Jassal, Simerjot K; Kovesdy, Csaba P; Lloyd-Jones, Donald M; Shlipak, Michael G; Palaniappan, Latha P; Sperling, Laurence; Virani, Salim S; Tuttle, Katherine; Neeland, Ian J; Chow, Sheryl L; Rangaswami, Janani; Pencina, Michael J; Ndumele, Chiadi E; Coresh, Josef; ,
PMID: 37947085
ISSN: 1524-4539
CID: 5607782

The Association Between Ankle-Brachial Index and Daily Patterns of Physical Activity: Results From the Hispanic Community Health Study/Study of Latinos

Chiu, Venus; Urbanek, Jacek K; Wanigatunga, Amal A; Allison, Matthew A; Ballew, Shoshana H; Mossavar-Rahmani, Yasmin; Sotres-Alvarez, Daniela; Gallo, Linda C; Xue, Xiaonan; Talavera, Gregory A; Evenson, Kelly R; Kaplan, Robert C; Matsushita, Kunihiro; Schrack, Jennifer A
BACKGROUND:Peripheral artery disease (PAD) is associated with lower physical activity but less is known about its association with daily patterns of activity. We examined the cross-sectional association between ankle-brachial index (ABI) and objectively measured patterns of physical activity among Hispanic/Latino adults. METHODS:We analyzed data from 7 688 participants (aged 45-74 years) in the Hispanic Community Health Study/Study of Latinos. ABI was categorized as low (≤0.90, indicating PAD), borderline low (0.91-0.99), normal (1.00-1.40), and high (>1.40, indicating incompressible ankle arteries). Daily physical activity metrics derived from accelerometer data included: log of total activity counts (LTAC), total log-transformed activity counts (TLAC), and active-to-sedentary transition probability (ASTP). Average differences between ABI categories in physical activity, overall and by 4-hour time-of-day intervals, were assessed using linear regression and mixed-effects models, respectively. RESULTS:In Hispanic/Latino adults, 5.3% and 2.6% had low and high ABIs, respectively. After adjustment, having a low compared to a normal ABI was associated with lower volume (LTAC = -0.13, p < .01; TLAC = -74.4, p = .04) and more fragmented physical activity (ASTP = 1.22%, p < .01). Having a low ABI was linked with more fragmented physical activity after 12 pm (p < .01). Having a high ABI was associated with lower volumes of activity (TLAC = -132.0, p = .03). CONCLUSIONS:Having a low or high ABI is associated with lower and more fragmented physical activity in Hispanic/Latino adults. In adults with low ABI, physical activity is more fragmented in the afternoon to evening. Longitudinal research is warranted to expand these findings to guide targeted interventions for PAD or incompressible ankle arteries.
PMCID:10809041
PMID: 37596830
ISSN: 1758-535x
CID: 5642272

Factors associated with medication adherence in older adults: The atherosclerosis risk in communities study

Yin, Christina Y; Windham, B Gwen; Kucharska-Newton, Anna M; Couper, David; Lutsey, Pamela L; Ballew, Shoshana H; Shin, Jung-Im
PMCID:10834838
PMID: 37528774
ISSN: 1532-5415
CID: 5679792

Discordances Between Creatinine and Cystatin C-Based Estimated GFR and Adverse Clinical Outcomes in Routine Clinical Practice

Carrero Pharm, Juan-Jesús; Fu, Edouard L; Sang Biostat, Yingying; Ballew, Shoshana; Evans, Marie; Elinder, Carl-Gustaf; Barany, Peter; Inker, Lesley A; Levey, Andrew S; Coresh, Josef; Grams, Morgan E
RATIONALE & OBJECTIVE/OBJECTIVE:Cystatin C is recommended for estimating glomerular filtration rate (eGFR) when estimates based on creatinine (eGFRcr) are not thought to be accurate enough for clinical decision making. While global adoption is slow, routine cystatin C testing in Sweden has been available for over a decade, providing real-world evidence about the magnitude of differences between eGFRcys and eGFRcr and their association with clinical outcomes. STUDY DESIGN/METHODS:Observational study. SETTING & PARTICIPANTS/METHODS:) undergoing testing for creatinine and cystatin C on the same day in connection with a healthcare encounter during 2010-2018 in Stockholm, Sweden. EXPOSURES/METHODS:). OUTCOMES/RESULTS:Kidney failure with replacement therapy (KFRT), acute kidney injury (AKI), atherosclerotic cardiovascular disease (ASCVD), heart failure (HF) and death. ANALYTICAL APPROACH/METHODS:Multivariable Cox proportional hazards regression. RESULTS:) were at lower risk. LIMITATIONS/CONCLUSIONS:Observational study, lack of information on indications for Cystatin C testing. CONCLUSIONS:Cystatin C testing in routine care shows that many patients have lower eGFRcys than eGFRcr, and these patients had a higher risk of multiple adverse outcomes.
PMID: 37354936
ISSN: 1523-6838
CID: 5543062

Estimated Glomerular Filtration Rate, Albuminuria, and Adverse Outcomes: An Individual-Participant Data Meta-Analysis

,; Grams, Morgan E; Coresh, Josef; Matsushita, Kunihiro; Ballew, Shoshana H; Sang, Yingying; Surapaneni, Aditya; Alencar de Pinho, Natalia; Anderson, Amanda; Appel, Lawrence J; Ärnlöv, Johan; Azizi, Fereidoun; Bansal, Nisha; Bell, Samira; Bilo, Henk J G; Brunskill, Nigel J; Carrero, Juan J; Chadban, Steve; Chalmers, John; Chen, Jing; Ciemins, Elizabeth; Cirillo, Massimo; Ebert, Natalie; Evans, Marie; Ferreiro, Alejandro; Fu, Edouard L; Fukagawa, Masafumi; Green, Jamie A; Gutierrez, Orlando M; Herrington, William G; Hwang, Shih-Jen; Inker, Lesley A; Iseki, Kunitoshi; Jafar, Tazeen; Jassal, Simerjot K; Jha, Vivekanand; Kadota, Aya; Katz, Ronit; Köttgen, Anna; Konta, Tsuneo; Kronenberg, Florian; Lee, Brian J; Lees, Jennifer; Levin, Adeera; Looker, Helen C; Major, Rupert; Melzer Cohen, Cheli; Mieno, Makiko; Miyazaki, Mariko; Moranne, Olivier; Muraki, Isao; Naimark, David; Nitsch, Dorothea; Oh, Wonsuk; Pena, Michelle; Purnell, Tanjala S; Sabanayagam, Charumathi; Satoh, Michihiro; Sawhney, Simon; Schaeffner, Elke; Schöttker, Ben; Shen, Jenny I; Shlipak, Michael G; Sinha, Smeeta; Stengel, Benedicte; Sumida, Keiichi; Tonelli, Marcello; Valdivielso, Jose M; van Zuilen, Arjan D; Visseren, Frank L J; Wang, Angela Yee-Moon; Wen, Chi-Pang; Wheeler, David C; Yatsuya, Hiroshi; Yamagata, Kunihiro; Yang, Jae Won; Young, Ann; Zhang, Haitao; Zhang, Luxia; Levey, Andrew S; Gansevoort, Ron T
IMPORTANCE:Chronic kidney disease (low estimated glomerular filtration rate [eGFR] or albuminuria) affects approximately 14% of adults in the US. OBJECTIVE:To evaluate associations of lower eGFR based on creatinine alone, lower eGFR based on creatinine combined with cystatin C, and more severe albuminuria with adverse kidney outcomes, cardiovascular outcomes, and other health outcomes. DESIGN, SETTING, AND PARTICIPANTS:Individual-participant data meta-analysis of 27 503 140 individuals from 114 global cohorts (eGFR based on creatinine alone) and 720 736 individuals from 20 cohorts (eGFR based on creatinine and cystatin C) and 9 067 753 individuals from 114 cohorts (albuminuria) from 1980 to 2021. EXPOSURES:The Chronic Kidney Disease Epidemiology Collaboration 2021 equations for eGFR based on creatinine alone and eGFR based on creatinine and cystatin C; and albuminuria estimated as urine albumin to creatinine ratio (UACR). MAIN OUTCOMES AND MEASURES:The risk of kidney failure requiring replacement therapy, all-cause mortality, cardiovascular mortality, acute kidney injury, any hospitalization, coronary heart disease, stroke, heart failure, atrial fibrillation, and peripheral artery disease. The analyses were performed within each cohort and summarized with random-effects meta-analyses. RESULTS:Within the population using eGFR based on creatinine alone (mean age, 54 years [SD, 17 years]; 51% were women; mean follow-up time, 4.8 years [SD, 3.3 years]), the mean eGFR was 90 mL/min/1.73 m2 (SD, 22 mL/min/1.73 m2) and the median UACR was 11 mg/g (IQR, 8-16 mg/g). Within the population using eGFR based on creatinine and cystatin C (mean age, 59 years [SD, 12 years]; 53% were women; mean follow-up time, 10.8 years [SD, 4.1 years]), the mean eGFR was 88 mL/min/1.73 m2 (SD, 22 mL/min/1.73 m2) and the median UACR was 9 mg/g (IQR, 6-18 mg/g). Lower eGFR (whether based on creatinine alone or based on creatinine and cystatin C) and higher UACR were each significantly associated with higher risk for each of the 10 adverse outcomes, including those in the mildest categories of chronic kidney disease. For example, among people with a UACR less than 10 mg/g, an eGFR of 45 to 59 mL/min/1.73 m2 based on creatinine alone was associated with significantly higher hospitalization rates compared with an eGFR of 90 to 104 mL/min/1.73 m2 (adjusted hazard ratio, 1.3 [95% CI, 1.2-1.3]; 161 vs 79 events per 1000 person-years; excess absolute risk, 22 events per 1000 person-years [95% CI, 19-25 events per 1000 person-years]). CONCLUSIONS AND RELEVANCE:In this retrospective analysis of 114 cohorts, lower eGFR based on creatinine alone, lower eGFR based on creatinine and cystatin C, and more severe UACR were each associated with increased rates of 10 adverse outcomes, including adverse kidney outcomes, cardiovascular diseases, and hospitalizations.
PMID: 37787795
ISSN: 1538-3598
CID: 5611022

Defining Demographic-specific Coronary Artery Calcium Percentiles in the Population Aged ≥75: The ARIC Study and MESA

Wang, Frances M; Cainzos-Achirica, Miguel; Ballew, Shoshana H; Coresh, Josef; Folsom, Aaron R; Howard, Candace M; Post, Wendy S; Wagenknecht, Lynne E; Budoff, Matthew J; Blaha, Michael J; Matsushita, Kunihiro
BACKGROUND:Current clinical guidelines recommend a coronary artery calcium (CAC) score of 100 Agatston Units or demographic-specific 75th percentile as high-risk thresholds for guiding atherosclerotic cardiovascular disease preventive therapy. Meanwhile, low CAC can help derisk individuals who may safely defer statin therapy. However, limited data from the early 2000s, including just 208 older Black individuals, inform CAC percentiles for adults aged 75 to 85 years, and none have been established in adults aged ≥85 years. This study aims to characterize the distribution of CAC and establish demographic-specific CAC percentiles in the population aged ≥75 years. METHODS:We assessed 2886 participants aged ≥75 years without clinical coronary heart disease from the ARIC study (Atherosclerosis Risk in Communities) visit 7 (2018-2019; n=2217) and the MESA (Multi-Ethnic Study of Atherosclerosis) visit 5 (2010-2011; n=669). Prevalence of any CAC >0 and sex- and race-specific CAC percentiles across age were estimated nonparametrically with locally weighted regression models and pooled residual ranking. RESULTS:The median age was 80 (interquartile interval, 77-83) years, and 60% were female. The prevalence of zero CAC was lowest in White males (4%), followed by Black males (13%), White females (14%), and highest in Black females (18%). Regardless of sex and race, most participants had CAC>100 (62.5%). CAC scores increased with age, with CAC identified in ≈95% of participants aged ≥90 years across sex-race subgroups. The 75th percentile corresponded to higher CAC scores for Black older adults (n=741), especially females, than currently used thresholds. CONCLUSIONS:In community-dwelling adults aged ≥75 years free of clinical coronary heart disease, the prevalence of zero CAC was 11%, and CAC >100 as a threshold for high ASCVD risk would categorize most of this older population as high risk. Demographic-specific CAC percentiles from this study are a valuable tool for interpreting CAC in the population aged ≥75 years.
PMID: 37655462
ISSN: 1942-0080
CID: 5583252

Major cardiovascular events and subsequent risk of kidney failure with replacement therapy: a CKD Prognosis Consortium study

Mark, Patrick B; Carrero, Juan J; Matsushita, Kunihiro; Sang, Yingying; Ballew, Shoshana H; Grams, Morgan E; Coresh, Josef; Surapaneni, Aditya; Brunskill, Nigel J; Chalmers, John; Chan, Lili; Chang, Alex R; Chinnadurai, Rajkumar; Chodick, Gabriel; Cirillo, Massimo; de Zeeuw, Dick; Evans, Marie; Garg, Amit X; Gutierrez, Orlando M; Heerspink, Hiddo J L; Heine, Gunnar H; Herrington, William G; Ishigami, Junichi; Kronenberg, Florian; Lee, Jun Young; Levin, Adeera; Major, Rupert W; Marks, Angharad; Nadkarni, Girish N; Naimark, David M J; Nowak, Christoph; Rahman, Mahboob; Sabanayagam, Charumathi; Sarnak, Mark; Sawhney, Simon; Schneider, Markus P; Shalev, Varda; Shin, Jung-Im; Siddiqui, Moneeza K; Stempniewicz, Nikita; Sumida, Keiichi; Valdivielso, José M; van den Brand, Jan; Yee-Moon Wang, Angela; Wheeler, David C; Zhang, Lihua; Visseren, Frank L J; Stengel, Benedicte
AIMS:Chronic kidney disease (CKD) increases risk of cardiovascular disease (CVD). Less is known about how CVD associates with future risk of kidney failure with replacement therapy (KFRT). METHODS AND RESULTS:The study included 25 903 761 individuals from the CKD Prognosis Consortium with known baseline estimated glomerular filtration rate (eGFR) and evaluated the impact of prevalent and incident coronary heart disease (CHD), stroke, heart failure (HF), and atrial fibrillation (AF) events as time-varying exposures on KFRT outcomes. Mean age was 53 (standard deviation 17) years and mean eGFR was 89 mL/min/1.73 m2, 15% had diabetes and 8.4% had urinary albumin-to-creatinine ratio (ACR) available (median 13 mg/g); 9.5% had prevalent CHD, 3.2% prior stroke, 3.3% HF, and 4.4% prior AF. During follow-up, there were 269 142 CHD, 311 021 stroke, 712 556 HF, and 605 596 AF incident events and 101 044 (0.4%) patients experienced KFRT. Both prevalent and incident CVD were associated with subsequent KFRT with adjusted hazard ratios (HRs) of 3.1 [95% confidence interval (CI): 2.9-3.3], 2.0 (1.9-2.1), 4.5 (4.2-4.9), 2.8 (2.7-3.1) after incident CHD, stroke, HF and AF, respectively. HRs were highest in first 3 months post-CVD incidence declining to baseline after 3 years. Incident HF hospitalizations showed the strongest association with KFRT [HR 46 (95% CI: 43-50) within 3 months] after adjustment for other CVD subtype incidence. CONCLUSION:Incident CVD events strongly and independently associate with future KFRT risk, most notably after HF, then CHD, stroke, and AF. Optimal strategies for addressing the dramatic risk of KFRT following CVD events are needed.
PMID: 36691956
ISSN: 1522-9645
CID: 5462152

The association between socioeconomic status and use of potentially inappropriate medications in older adults

Hwang, Jimin; Lyu, Beini; Ballew, Shoshana; Coresh, Josef; Grams, Morgan E; Couper, David; Lutsey, Pamela; Shin, Jung-Im
BACKGROUND:Potentially inappropriate medication (PIM) use is an important public health problem, particularly among older adults who may need multiple pharmacologic therapies for various chronic conditions. As socioeconomic status (SES) affects the quality of healthcare that individuals receive, SES may be associated with the use of PIM in older adults. This study aimed to determine whether low SES is associated with increased use of PIM. METHODS:We studied 4927 participants (aged 66-90 years) who were on at least one medication at visit five (2011-2013) of the Atherosclerosis Risk in Communities Study. We created a cumulative SES score categorized as high (7-9), middle (3-6), and low (0-2) based on education, income, and area deprivation index. We use multivariable logistic regression to examine the associations between SES and use of two or more PIM for older adults, defined by the 2019 Beers Criteria. RESULTS:A total of 31.0% and 6.9% of the participants used one or more PIM and two or more PIM, respectively. After adjusting for demographic characteristics and insurance type, low cumulative SES score was associated with significantly greater use of two or more PIM (odds ratio [OR] = 1.83 [95% confidence interval (CI) 1.18-2.86]), as was middle cumulative SES score (OR = 1.40 [95% CI 1.06-1.83]), compared to high cumulative SES score. The results remained significant after further adjusting for comorbidities and medication burden for low cumulative SES score (OR = 1.66 [95%CI 1.02-2.71]). CONCLUSIONS:We found that lower SES was associated with greater use of PIM among older adults independent of their medication burden and comorbidities, suggesting socioeconomic disparities in quality of medication management. Focused efforts targeting older adults with low SES to reduce PIM use may be needed to prevent adverse drug events.
PMCID:10089965
PMID: 36511705
ISSN: 1532-5415
CID: 5586922

The Kidney Failure Risk Equation: Evaluation of Novel Input Variables including eGFR Estimated Using the CKD-EPI 2021 Equation in 59 Cohorts

Grams, Morgan E; Brunskill, Nigel J; Ballew, Shoshana H; Sang, Yingying; Coresh, Josef; Matsushita, Kunihiro; Surapaneni, Aditya; Bell, Samira; Carrero, Juan J; Chodick, Gabriel; Evans, Marie; Heerspink, Hiddo J L; Inker, Lesley A; Iseki, Kunitoshi; Kalra, Philip A; Kirchner, H Lester; Lee, Brian J; Levin, Adeera; Major, Rupert W; Medcalf, James; Nadkarni, Girish N; Naimark, David M J; Ricardo, Ana C; Sawhney, Simon; Sood, Manish M; Staplin, Natalie; Stempniewicz, Nikita; Stengel, Benedicte; Sumida, Keiichi; Traynor, Jamie P; van den Brand, Jan; Wen, Chi-Pang; Woodward, Mark; Yang, Jae Won; Wang, Angela Yee-Moon; Tangri, Navdeep
SIGNIFICANCE STATEMENT:The kidney failure risk equation (KFRE) uses age, sex, GFR, and urine albumin-to-creatinine ratio (ACR) to predict 2- and 5-year risk of kidney failure in populations with eGFR <60 ml/min per 1.73 m 2 . However, the CKD-EPI 2021 creatinine equation for eGFR is now recommended for use but has not been fully tested in the context of KFRE. In 59 cohorts comprising 312,424 patients with CKD, the authors assessed the predictive performance and calibration associated with the use of the CKD-EPI 2021 equation and whether additional variables and accounting for the competing risk of death improves the KFRE's performance. The KFRE generally performed well using the CKD-EPI 2021 eGFR in populations with eGFR <45 ml/min per 1.73 m 2 and was not improved by adding the 2-year prior eGFR slope and cardiovascular comorbidities. BACKGROUND:The kidney failure risk equation (KFRE) uses age, sex, GFR, and urine albumin-to-creatinine ratio (ACR) to predict kidney failure risk in people with GFR <60 ml/min per 1.73 m 2 . METHODS:Using 59 cohorts with 312,424 patients with CKD, we tested several modifications to the KFRE for their potential to improve the KFRE: using the CKD-EPI 2021 creatinine equation for eGFR, substituting 1-year average ACR for single-measure ACR and 1-year average eGFR in participants with high eGFR variability, and adding 2-year prior eGFR slope and cardiovascular comorbidities. We also assessed calibration of the KFRE in subgroups of eGFR and age before and after accounting for the competing risk of death. RESULTS:The KFRE remained accurate and well calibrated overall using the CKD-EPI 2021 eGFR equation. The other modifications did not improve KFRE performance. In subgroups of eGFR 45-59 ml/min per 1.73 m 2 and in older adults using the 5-year time horizon, the KFRE demonstrated systematic underprediction and overprediction, respectively. We developed and tested a new model with a spline term in eGFR and incorporating the competing risk of mortality, resulting in more accurate calibration in those specific subgroups but not overall. CONCLUSIONS:The original KFRE is generally accurate for eGFR <45 ml/min per 1.73 m 2 when using the CKD-EPI 2021 equation. Incorporating competing risk methodology and splines for eGFR may improve calibration in low-risk settings with longer time horizons. Including historical averages, eGFR slopes, or a competing risk design did not meaningfully alter KFRE performance in most circumstances.
PMID: 36857500
ISSN: 1533-3450
CID: 5448482