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Accuracy of GFR-estimating equations based on creatinine, cystatin C or both in routine care

Fu, Edouard L; Levey, Andrew S; Coresh, Josef; Grams, Morgan E; Faucon, Anne-Laure; Elinder, Carl-Gustaf; Dekker, Friedo W; Delanaye, Pierre; Inker, Lesley A; Carrero, Juan-Jesus
BACKGROUND AND HYPOTHESIS/OBJECTIVE:New equations to estimate GFR based on creatinine (eGFRcr), cystatin C (eGFRcys) or both (eGFRcr-cys) have been developed by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) and the European Kidney Function Consortium (EKFC). There is a need to evaluate the performance of these equations in diverse European settings to inform implementation decisions, especially among people with key comorbid conditions. METHODS:We performed a cross-sectional study including 6174 adults referred for single-point plasma clearance of iohexol in Stockholm, Sweden, with 9579 concurrent measurements of creatinine and cystatin C. We assessed the performance of the CKD-EPI 2009/2012/2021, EKFC 2021/2023, revised Lund-Malmö (RLM) 2011 and CAPA 2014 equations against measured GFR (mGFR). RESULTS:Mean age was 56 years, mGFR was 62 mL/min/1.73m2 and 40% were female. Comorbid conditions were common: cardiovascular disease (30%), liver disease (28%), diabetes (26%) and cancer (26%). All eGFRcr-cys equations had small bias and P30 close to 90%, and performed better than eGFRcr or eGFRcys equations. Among eGFRcr equations, CKD-EPI 2009 and CKD-EPI 2021 showed larger bias and lower P30 than EKFC 2021 and RLM. There were no meaningful differences in performance across eGFRcys equations. Findings were consistent across comorbid conditions, and eGFRcr-cys equations showed good performance in patients with liver disease, cancer and heart failure. CONCLUSIONS:In conclusion, eGFRcr-cys equations performed best, with minimal variation among equations in this Swedish cohort. The lower performance of CKD-EPI eGFRcr equations compared with EKFC and Lund-Malmö may reflect differences in population characteristics and mGFR methods. Implementing eGFRcr equations will require a trade-off between accuracy and uniformity across regions.
PMID: 37813817
ISSN: 1460-2385
CID: 5604822

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

Plasma Metabolomics of Dietary Intake of Protein-Rich Foods and Kidney Disease Progression in Children

Ren, Xuyuehe; Chen, Jingsha; Abraham, Alison G; Xu, Yunwen; Siewe, Aisha; Warady, Bradley A; Kimmel, Paul L; Vasan, Ramachandran S; Rhee, Eugene P; Furth, Susan L; Coresh, Josef; Denburg, Michelle; Rebholz, Casey M; ,
OBJECTIVE:Evidence regarding the efficacy of a low-protein diet for patients with CKD is inconsistent and recommending a low-protein diet for pediatric patients is controversial. There is also a lack of objective biomarkers of dietary intake. The purpose of this study was to identify plasma metabolites associated with dietary intake of protein and to assess whether protein-related metabolites are associated with CKD progression. METHODS:Nontargeted metabolomics was conducted in plasma samples from 484 Chronic Kidney Disease in Children (CKiD) participants. Multivariable linear regression estimated the cross-sectional association between 949 known, nondrug metabolites and dietary intake of total protein, animal protein, plant protein, chicken, dairy, nuts and beans, red and processed meat, fish, and eggs, adjusting for demographic, clinical, and dietary covariates. Cox proportional hazards models assessed the prospective association between protein-related metabolites and CKD progression defined as the initiation of kidney replacement therapy or 50% eGFR reduction, adjusting for demographic and clinical covariates. RESULTS:One hundred and twenty-seven (26%) children experienced CKD progression during 5 years of follow-up. Sixty metabolites were significantly associated with dietary protein intake. Among the 60 metabolites, 10 metabolites were significantly associated with CKD progression (animal protein: n = 1, dairy: n = 7, red and processed meat: n = 2, nuts and beans: n = 1), including one amino acid, one cofactor and vitamin, 4 lipids, 2 nucleotides, one peptide, and one xenobiotic. 1-(1-enyl-palmitoyl)-2-oleoyl-glycerophosphoethanolamine (GPE, P-16:0/18:1) was positively associated with dietary intake of red and processed meat, and a doubling of its abundance was associated with 88% higher risk of CKD progression. 3-ureidopropionate was inversely associated with dietary intake of red and processed meat, and a doubling of its abundance was associated with 48% lower risk of CKD progression. CONCLUSIONS:Untargeted plasma metabolomic profiling revealed metabolites associated with dietary intake of protein and CKD progression in a pediatric population.
PMID: 37944769
ISSN: 1532-8503
CID: 5607762

Evaluation of novel candidate filtration markers from a global metabolomic discovery for glomerular filtration rate estimation

Fino, Nora; Adingwupu, Ogechi M; Coresh, Josef; Greene, Tom; Haaland, Ben; Shlipak, Michael G; Costa E Silva, Veronica T; Kalil, Roberto; Mindikoglu, Ayse L; Furth, Susan L; Seegmiller, Jesse C; Levey, Andrew S; Inker, Lesley A
Creatinine and cystatin-C are recommended for estimating glomerular filtration rate (eGFR) but accuracy is suboptimal. Here, using untargeted metabolomics data, we sought to identify candidate filtration markers for a new targeted assay using a novel approach based on their maximal joint association with measured GFR (mGFR) and with flexibility to consider their biological properties. We analyzed metabolites measured in seven diverse studies encompasing 2,851 participants on the Metabolon H4 platform that had Pearson correlations with log mGFR and used a stepwise approach to develop models to < -0.5 estimate mGFR with and without inclusion of creatinine that enabled selection of candidate markers. In total, 456 identified metabolites were present in all studies, and 36 had correlations with mGFR < -0.5. A total of 2,225 models were developed that included these metabolites; all with lower root mean square errors and smaller coefficients for demographic variables compared to estimates using untargeted creatinine. Seventeen metabolites were chosen, including 12 new candidate filtration markers. The selected metabolites had strong associations with mGFR and little dependence on demographic factors. Candidate metabolites were identified with maximal joint association with mGFR and minimal dependence on demographic variables across many varied clinical settings. These metabolites are excreted in urine and represent diverse metabolic pathways and tubular handling. Thus, our data can be used to select metabolites for a multi-analyte eGFR determination assay using mass spectrometry that potentially offers better accuracy and is less prone to non-GFR determinants than the current eGFR biomarkers.
PMID: 38006943
ISSN: 1523-1755
CID: 5583402

Hearing loss and cognition: A protocol for ensuring speech understanding before neurocognitive assessment

Kolberg, Elizabeth R; Morales, Emmanuel E Garcia; Thallmayer, Tara W; Arnold, Michelle L; Burgard, Sheila; Chisolm, Theresa H; Coresh, Josef; Couper, David; Hayden, Kathleen M; Huang, Alison R; Lin, Frank R; Mitchell, Christine M; Mosley, Thomas H; Gravens-Mueller, Lisa; Owens, Tiffany A; Pankow, James S; Pike, James Russell; Reed, Nicholas S; Sanchez, Victoria; Schrack, Jennifer A; Deal, Jennifer A; Goman, Adele M; ,
INTRODUCTION/BACKGROUND:Many neurocognitive evaluations involve auditory stimuli, yet there are no standard testing guidelines for individuals with hearing loss. The ensuring speech understanding (ESU) test was developed to confirm speech understanding and determine whether hearing accommodations are necessary for neurocognitive testing. METHODS:Hearing was assessed using audiometry. The probability of ESU test failure by hearing status was estimated in 2679 participants (mean age: 81.4 ± 4.6 years) using multivariate logistic regression. RESULTS:Only 2.2% (N = 58) of participants failed the ESU test. The probability of failure increased with hearing loss severity; similar results were observed for those with and without mild cognitive impairment or dementia. DISCUSSION/CONCLUSIONS:The ESU test is appropriate for individuals who have variable degrees of hearing loss and cognitive function. This test can be used prior to neurocognitive testing to help reduce the risk of hearing loss and compromised auditory access to speech stimuli causing poorer performance on neurocognitive evaluation.
PMID: 38081140
ISSN: 1552-5279
CID: 5583442

Demographic and Clinical Factors Associated With SARS-CoV-2 Spike 1 Antibody Response Among Vaccinated US Adults: the C4R Study

Kim, John S; Sun, Yifei; Balte, Pallavi; Cushman, Mary; Boyle, Rebekah; Tracy, Russell P; Styer, Linda M; Bell, Taison D; Anderson, Michaela R; Allen, Norrina B; Schreiner, Pamela J; Bowler, Russell P; Schwartz, David A; Lee, Joyce S; Xanthakis, Vanessa; Doyle, Margaret F; Regan, Elizabeth A; Make, Barry J; Kanaya, Alka M; Wenzel, Sally E; Coresh, Josef; Isasi, Carmen R; Raffield, Laura M; Elkind, Mitchell S V; Howard, Virginia J; Ortega, Victor E; Woodruff, Prescott; Cole, Shelley A; Henderson, Joel M; Mantis, Nicholas J; Parker, Monica M; Demmer, Ryan T; Oelsner, Elizabeth C
This study investigates correlates of anti-S1 antibody response following COVID-19 vaccination in a U.S. population-based meta-cohort of adults participating in longstanding NIH-funded cohort studies. Anti-S1 antibodies were measured from dried blood spots collected between February 2021-August 2022 using Luminex-based microsphere immunoassays. Of 6245 participants, mean age was 73 years (range, 21-100), 58% were female, and 76% were non-Hispanic White. Nearly 52% of participants received the BNT162b2 vaccine and 48% received the mRNA-1273 vaccine. Lower anti-S1 antibody levels are associated with age of 65 years or older, male sex, higher body mass index, smoking, diabetes, COPD and receipt of BNT16b2 vaccine (vs mRNA-1273). Participants with a prior infection, particularly those with a history of hospitalized illness, have higher anti-S1 antibody levels. These results suggest that adults with certain socio-demographic and clinical characteristics may have less robust antibody responses to COVID-19 vaccination and could be prioritized for more frequent re-vaccination.
PMCID:10876680
PMID: 38374032
ISSN: 2041-1723
CID: 5634052

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

Adolescent Body Mass Index and Early Chronic Kidney Disease in Young Adulthood

Tsur, Avishai M; Akavian, Inbal; Landau, Regev; Derazne, Estela; Tzur, Dorit; Vivante, Asaf; Grossman, Ehud; Rotem, Ran S; Fishman, Boris; Pinhas-Hamiel, Orit; Afek, Arnon; Coresh, Josef; Chodick, Gabriel; Twig, Gilad
IMPORTANCE/UNASSIGNED:Despite increasing obesity rates in adolescents, data regarding early kidney sequelae are lacking. OBJECTIVE/UNASSIGNED:To assess the association between adolescent body mass index (BMI) and early chronic kidney disease (CKD) in young adulthood (<45 years of age). DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This cohort study linked screening data of mandatory medical assessments of Israeli adolescents to data from a CKD registry of a national health care system. Adolescents who were aged 16 to 20 years; born since January 1, 1975; medically evaluated for mandatory military service through December 31, 2019; and insured by Maccabi Healthcare Services were assessed. Individuals with kidney pathology, albuminuria, hypertension, dysglycemia, or missing blood pressure or BMI data were excluded. Body mass index was calculated as weight in kilograms divided by height in meters squared and categorized by age- and sex-matched percentiles according to the US Centers for Disease Control and Prevention. Follow-up started at the time of medical evaluation or January 1, 2000 (whichever came last), and ended at early CKD onset, death, the last day insured, or August 23, 2020 (whichever came first). Data analysis was performed from December 19, 2021, to September 11, 2023. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Early CKD, defined as stage 1 to 2 CKD by moderately or severely increased albuminuria, with an estimated glomerular filtration rate of 60 mL/min/1.73 m2 or higher. RESULTS/UNASSIGNED:Of 629 168 adolescents evaluated, 593 660 (mean [SD] age at study entry, 17.2 [0.5] years; 323 293 [54.5%] male, 270 367 [45.5%] female) were included in the analysis. During a mean (SD) follow-up of 13.4 (5.5) years for males and 13.4 (5.6) years for females, 1963 adolescents (0.3%) developed early CKD. Among males, the adjusted hazard ratios were 1.8 (95% CI, 1.5-2.2) for adolescents with high-normal BMI, 4.0 (95% CI, 3.3-5.0) for those with overweight, 6.7 (95% CI, 5.4-8.4) for those with mild obesity, and 9.4 (95% CI, 6.6-13.5) for those with severe obesity. Among females, the hazard ratios were 1.4 (95% CI, 1.2-1.6) for those with high-normal BMI, 2.3 (95% CI, 1.9-2.8) for those with overweight, 2.7 (95% CI, 2.1-3.6) for those with mild obesity, and 4.3 (95% CI, 2.8-6.5) for those with severe obesity. The results were similar when the cohort was limited to individuals who were seemingly healthy as adolescents, individuals surveyed up to 30 years of age, or those free of diabetes and hypertension at the end of the follow-up. CONCLUSIONS AND RELEVANCE/UNASSIGNED:In this cohort study, high BMI in late adolescence was associated with early CKD in young adulthood. The risk was also present in seemingly healthy individuals with high-normal BMI and before 30 years of age, and a greater risk was seen among those with severe obesity. These findings underscore the importance of mitigating adolescent obesity rates and managing risk factors for kidney disease in adolescents with high BMI.
PMCID:10714283
PMID: 38079159
ISSN: 2168-6211
CID: 5583432

Mid-life Vascular Risk and Rate of Physical Function Decline among Older Adults: The Atherosclerosis Risk In Communities (ARIC) Study

Skow, Laura F; Sharrett, A Richey; Gottesman, Rebecca F; Coresh, Josef; Deal, Jennifer A; Palta, Priya; Sullivan, Kevin J; Griswold, Michael; Schrack, Jennifer A; Windham, B Gwen
BACKGROUND:Physical function and its decline in older age may be connected to treatable vascular risk factors in mid-life. This study aimed to evaluate whether these factors affect the underlying rate of decline. METHODS:This prospective cohort included 5,481 older adults aged 67 to 91 in the Atherosclerosis Risk in Communities (ARIC) Study (mean [SD] age=75.8 [5.0], 58% women, 21% Black race) without a history of stroke. The main outcome was rate of Short Physical Performance Battery (SPPB) decline over a median late-life follow-up of 4.8 years. Primary mid-life (aged 45 to 64) exposures were visit 1 hypertension (>140/90 mm Hg or treatment), diabetes (>126 mg/dL or treatment), high cholesterol (>240 mg/dL or treatment), and smoking, and number of decades of vascular risk exposure across visits 1-4. RESULTS:The average adjusted rate of SPPB decline (points per 5 years) for older adults was -0.79 (CI: -0.87, 0.71) and was accelerated by mid-life hypertension (+57% decline vs normotension: additional decline of -0.47, 95% CI: -0.64, -0.30), diabetes (+73% decline vs no diabetes: additional decline of -0.67, 95% CI: -1.09, -0.24), elevated systolic blood pressure (+17% decline per SD: -0.16, 95% CI: -0.23, -0.10) and elevated fasting blood glucose (+16% decline per SD: -0.015, 95% CI: -0.24, -0.06). Each decade greater mid-life exposure to hypertension (+32% decline: -0.93, 95% CI: -1.25, -0.61) and diabetes (+35% decline: -1.03, 95% CI: -1.68, -0.38) was associated with faster SPPB decline. CONCLUSIONS:Mid-life control of blood pressure and diabetes may offset aging-related functional decline.
PMID: 37659100
ISSN: 1758-535x
CID: 5583262

Loneliness and Social Network Characteristics Among Older Adults with Hearing Loss in the ACHIEVE Study

Huang, Alison R; Reed, Nicholas S; Deal, Jennifer A; Arnold, Michelle; Burgard, Sheila; Chisolm, Theresa; Couper, David; Glynn, Nancy W; Gmelin, Theresa; Goman, Adele M; Gravens-Mueller, Lisa; Hayden, Kathleen M; Mitchell, Christine; Pankow, James S; Pike, James Russell; Sanchez, Victoria; Schrack, Jennifer A; Coresh, Josef; Lin, Frank R; ,
BACKGROUND:Hearing loss is linked to loneliness and social isolation, but evidence is typically based on self-reported hearing. This study quantifies the associations of objective and subjective hearing loss with loneliness and social network characteristics among older adults with untreated hearing loss. METHODS:This study uses baseline data (N=933) from The Aging and Cognitive Health Evaluation in Elders (ACHIEVE) study. Hearing loss was quantified by the better ear, speech-frequency pure tone average (PTA), Quick Speech-in-Noise test, and hearing related quality of life. Outcomes were validated measures of loneliness and social network characteristics. Associations were assessed by Poisson, negative binomial, and linear regression adjusted for demographic, health, and study design characteristics. RESULTS:Participants were mean of 76.8 (4.0) years, 54.0% female, and 87.6% White. Prevalence of loneliness was 38%. Worse PTA was associated with 19% greater prevalence of moderate or greater loneliness (PR: 1.19.95% CI: 1.06, 1.33). Better speech-in-noise recognition was associated with greater social network characteristics (e.g., larger social network size [IRR: 1.04, 95% CI: 1.00, 1.07]). Worse hearing related quality of life was associated with 29% greater prevalence of moderate or greater loneliness (PR: 1.29, 95% CI: 1.19, 1.39) and worse social network characteristics (e.g., more constricted social network size [IRR: 0.96, 95% CI: 0.91, 1.00]). CONCLUSION/CONCLUSIONS:Results suggest the importance of multiple dimensions of hearing to loneliness and social connectedness. Hearing related quality of life may be a potentially useful, easily administered clinical tool for identifying older adults with hearing loss associated with greater loneliness and social isolation.
PMID: 37578190
ISSN: 1758-535x
CID: 5587252