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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

Circulating Proteins and Mortality in CKD: A Proteomics Study of the AASK and ARIC Cohorts

Srialluri, Nityasree; Surapaneni, Aditya; Schlosser, Pascal; Chen, Teresa K; Schmidt, Insa M; Rhee, Eugene P; Coresh, Josef; Grams, Morgan E
RATIONALE & OBJECTIVE/UNASSIGNED:Proteomics could provide pathophysiologic insight into the increased risk of mortality in patients with chronic kidney disease (CKD). This study aimed to investigate associations between the circulating proteome and all-cause mortality among patients with CKD. STUDY DESIGN/UNASSIGNED:Observational cohort study. SETTING & PARTICIPANTS/UNASSIGNED:Primary analysis in 703 participants in the African American Study of Kidney Disease and Hypertension (AASK) and validation in 1,628 participants with CKD in the Atherosclerosis Risk in Communities (ARIC) study who attended visit 5. EXPOSURE/UNASSIGNED:Circulating proteins. OUTCOME/UNASSIGNED:All-cause mortality. ANALYTICAL APPROACH/UNASSIGNED:Among AASK participants, we evaluated the associations of 6,790 circulating proteins with all-cause mortality using multivariable Cox proportional hazards models. Proteins with significant associations were further studied in ARIC Visit 5 participants with CKD. RESULTS/UNASSIGNED:-microglobulin, spondin-1, and N-terminal pro-brain natriuretic peptide) were available in the ARIC data, with all 3 significantly associated with death in ARIC. LIMITATIONS/UNASSIGNED:Possibility of unmeasured confounding. Cause of death was not known. CONCLUSIONS/UNASSIGNED:Using large-scale proteomic analysis, proteins were reproducibly associated with mortality in 2 cohorts of participants with CKD. PLAIN-LANGUAGE SUMMARY/UNASSIGNED:-microglobulin, spondin-1, and N-terminal pro-brain natriuretic peptide (BNP)) were also measured in ARIC and were significantly associated with death. Additional studies assessing biomarkers associated with mortality among patients with CKD are needed to evaluate their use in clinical practice.
PMCID:10498294
PMID: 37711886
ISSN: 2590-0595
CID: 5583272

Associations of N-terminal pro-B-type natriuretic peptide, estimated glomerular filtration rate, and mortality in US adults

Ozkan, Bige; Grams, Morgan E; Coresh, Josef; McEvoy, John W; Echouffo-Tcheugui, Justin B; Mu, Scott Z; Tang, Olive; Daya, Natalie R; Kim, Hyunju; Christenson, Robert H; Ndumele, Chiadi E; Selvin, Elizabeth
BACKGROUND:NT-proBNP is an important predictor of mortality but is inversely related to estimated glomerular filtration rate (eGFR). Whether the prognostic value of NT-proBNP is similar at different levels of kidney function is unknown. AIMS:We evaluated the association of NT-proBNP with eGFR and its implications for all-cause and cardiovascular mortality risk in the general population. METHODS:We included adults without prior cardiovascular disease from the National Health and Nutrition Examination Survey (NHANES) 1999 to 2004. We used linear regression to characterize the cross-sectional associations of NT-proBNP with eGFR. We used Cox regression to assess the prospective associations of NT-proBNP with mortality across categories of eGFR. RESULTS:. CONCLUSION:Despite its strong inverse association with eGFR, NT-proBNP has robust associations with mortality across the full range of kidney function in the general US adult population.
PMCID:10526685
PMID: 37290699
ISSN: 1097-6744
CID: 5583142

Discordance in GFR Estimating Equations and Dosing Guidance by Body Mass Index and Age [Letter]

Lyu, Beini; Xu, Yunwen; Inker, Lesley A; Chang, Alexander R; Nolin, Thomas D; Coresh, Josef; Grams, Morgan E; Shin, Jung-Im
PMID: 37030585
ISSN: 1523-6838
CID: 5583132

Discrepancies between Cystatin C-Based and Creatinine-Based eGFR

Farrington, Danielle K; Surapaneni, Aditya; Matsushita, Kunihiro; Seegmiller, Jesse C; Coresh, Josef; Grams, Morgan E
BACKGROUND:Recent guidance suggests clinicians increase use of cystatin C for the estimation of GFR. Discrepant levels of creatinine-versus cystatin C-based eGFR (eGFRcr versus eGFRcys) can occur and might signify inaccurate estimation of GFR using creatinine alone. This study sought to enhance the knowledge of the risk factors and clinical implications of having a large eGFR discrepancy. METHODS:Participants in the Atherosclerosis Risk in Communities Study, a prospective cohort study of US adults, were followed over 25 years. eGFR discrepancy was measured at five clinical visits and defined as eGFRcys either 30% lower or higher than eGFRcr, the current clinical standard of care. The associations between eGFR discrepancies and kidney-related laboratory parameters were assessed using linear and logistic regression and long-term adverse outcomes, including kidney failure, AKI, heart failure, and death, using Cox proportional hazards models. RESULTS:Among 13,197 individuals (mean age 57 [SD 6] years, 56% women, 25% Black race), 7% had eGFRcys 30% lower than eGFRcr at visit 2 (1990-1992), and this proportion increased over time to 23% by visit 6 (2016-2017). By contrast, the percent with eGFRcys 30% higher than eGFRcr was relatively stable (3%-1%). Independent risk factors for having eGFRcys 30% lower than eGFRcr included older age, female sex, non-Black race, higher eGFRcr, higher body mass index, weight loss, and current smoking. Those with eGFRcys 30% lower than eGFRcr had more anemia and higher uric acid, fibroblast growth factor 23, and phosphate levels as well as higher risk of subsequent mortality, kidney failure, AKI, and heart failure compared with those with similar eGFRcr and eGFRcys values. CONCLUSIONS:Having eGFRcys lower than eGFRcr was associated with worse kidney-related laboratory derangements and a higher risk of adverse health outcomes.
PMID: 37339177
ISSN: 1555-905x
CID: 5542622

Dissemination and Early Experiences of an Electronic Patient-Reported Outcome Measure in Nephrology Clinic

Patel, Dipal M; Thavarajah, Sumeska; Bitzel, Jack; Grader-Beck, Thomas; Fine, Derek M; Grams, Morgan E; Parikh, Chirag R; Crews, Deidra C
PMID: 37220171
ISSN: 1555-905x
CID: 5543702

Long-term Visit-to-Visit Variability in Hemoglobin A1c and Kidney-Related Outcomes in Persons With Diabetes

Xu, Yang; Dong, Shujie; Fu, Edouard L; Sjölander, Arvid; Grams, Morgan E; Selvin, Elizabeth; Carrero, Juan Jesus
RATIONALE & OBJECTIVE/OBJECTIVE:) and risk of adverse kidney outcomes in patients with diabetes. STUDY DESIGN/METHODS:Observational study. SETTING & PARTICIPANTS/METHODS:93,598 adults with diabetes undergoing routine care in Stockholm, Sweden. EXPOSURES AND PREDICTORS/UNASSIGNED:measures that vary by>0.5% [5.5mmol/mol] during a 3-year window): 0-20%, 21%-40%, 41%-60%, 61%-80%, and 81%-100%, with 0-20% as the reference group. OUTCOME/RESULTS:Chronic kidney disease (CKD) progression (composite of>50% estimated glomerular filtration rate [eGFR] decline and kidney failure), acute kidney disease (AKI by clinical diagnosis or transient creatinine elevations according to KDIGO criteria), and worsening of albuminuria. ANALYTICAL APPROACH/METHODS:Multivariable Cox proportional hazards regression. RESULTS:or alternative metrics of variability. LIMITATIONS/CONCLUSIONS:Observational study, limitations of claims data, lack of information on diet, body mass index, medication changes, and diabetes duration. CONCLUSIONS:variability is consistently associated with the risks of CKD progression, AKI, and worsening of albuminuria. PLAIN-LANGUAGE SUMMARY/UNASSIGNED:test.
PMID: 37182597
ISSN: 1523-6838
CID: 5544052

A genome-wide association study identifies 41 loci associated with eicosanoid levels

Rhee, Eugene P; Surapaneni, Aditya L; Schlosser, Pascal; Alotaibi, Mona; Yang, Yueh-Ning; Coresh, Josef; Jain, Mohit; Cheng, Susan; Yu, Bing; Grams, Morgan E
Eicosanoids are biologically active derivatives of polyunsaturated fatty acids with broad relevance to health and disease. We report a genome-wide association study in 8406 participants of the Atherosclerosis Risk in Communities Study, identifying 41 loci associated with 92 eicosanoids and related metabolites. These findings highlight loci required for eicosanoid biosynthesis, including FADS1-3, ELOVL2, and numerous CYP450 loci. In addition, significant associations implicate a range of non-oxidative lipid metabolic processes in eicosanoid regulation, including at PKD2L1/SCD and several loci involved in fatty acyl-CoA metabolism. Further, our findings highlight select clearance mechanisms, for example, through the hepatic transporter encoded by SLCO1B1. Finally, we identify eicosanoids associated with aspirin and non-steroidal anti-inflammatory drug use and demonstrate the substantial impact of genetic variants even for medication-associated eicosanoids. These findings shed light on both known and unknown aspects of eicosanoid metabolism and motivate interest in several gene-eicosanoid associations as potential functional participants in human disease.
PMCID:10390489
PMID: 37524825
ISSN: 2399-3642
CID: 5594412

Proteomics analysis of plasma from middle-aged adults identifies protein markers of dementia risk in later life

Walker, Keenan A; Chen, Jingsha; Shi, Liu; Yang, Yunju; Fornage, Myriam; Zhou, Linda; Schlosser, Pascal; Surapaneni, Aditya; Grams, Morgan E; Duggan, Michael R; Peng, Zhongsheng; Gomez, Gabriela T; Tin, Adrienne; Hoogeveen, Ron C; Sullivan, Kevin J; Ganz, Peter; Lindbohm, Joni V; Kivimaki, Mika; Nevado-Holgado, Alejo J; Buckley, Noel; Gottesman, Rebecca F; Mosley, Thomas H; Boerwinkle, Eric; Ballantyne, Christie M; Coresh, Josef
A diverse set of biological processes have been implicated in the pathophysiology of Alzheimer's disease (AD) and related dementias. However, there is limited understanding of the peripheral biological mechanisms relevant in the earliest phases of the disease. Here, we used a large-scale proteomics platform to examine the association of 4877 plasma proteins with 25-year dementia risk in 10,981 middle-aged adults. We found 32 dementia-associated plasma proteins that were involved in proteostasis, immunity, synaptic function, and extracellular matrix organization. We then replicated the association between 15 of these proteins and clinically relevant neurocognitive outcomes in two independent cohorts. We demonstrated that 12 of these 32 dementia-associated proteins were associated with cerebrospinal fluid (CSF) biomarkers of AD, neurodegeneration, or neuroinflammation. We found that eight of these candidate protein markers were abnormally expressed in human postmortem brain tissue from patients with AD, although some of the proteins that were most strongly associated with dementia risk, such as GDF15, were not detected in these brain tissue samples. Using network analyses, we found a protein signature for dementia risk that was characterized by dysregulation of specific immune and proteostasis/autophagy pathways in adults in midlife ~20 years before dementia onset, as well as abnormal coagulation and complement signaling ~10 years before dementia onset. Bidirectional two-sample Mendelian randomization genetically validated nine of our candidate proteins as markers of AD in midlife and inferred causality of SERPINA3 in AD pathogenesis. Last, we prioritized a set of candidate markers for AD and dementia risk prediction in midlife.
PMCID:10665113
PMID: 37467317
ISSN: 1946-6242
CID: 5587212

Accuracy of GFR Estimating Equations in Patients with Discordances between Creatinine and Cystatin C-Based Estimations

Fu, Edouard L; Levey, Andrew S; Coresh, Josef; Elinder, Carl-Gustaf; Rotmans, Joris I; Dekker, Friedo W; Paik, Julie M; Barany, Peter; Grams, Morgan E; Inker, Lesley A; Carrero, Juan-Jesus
SIGNIFICANCE STATEMENT:Large discordances between eGFR on the basis of creatinine (eGFR cr ) or cystatin C (eGFR cys ) are common in clinical practice. However, which GFR estimating equation (eGFR cr , eGFR cys , or eGFR cr-cys ) is most accurate in these settings is not known. In this real-world study of 9404 concurrent measurements of creatinine, cystatin C, and iohexol clearance, all three equations performed similarly when eGFR cr and eGFR cys were similar (45% of cases). However, with large discordances (55% of cases), eGFR cr-cys was much more accurate than either alone. These findings were consistent among individuals with cardiovascular disease, heart failure, diabetes mellitus, liver disease, and cancer who have been underrepresented in research cohorts. Thus, when eGFR cr and eGFR cys are largely discordant in clinical practice, eGFR cr-cys is more accurate than eGFR cr or eGFR cys . BACKGROUND:Cystatin C is recommended as a confirmatory test to eGFR when more precise estimates are needed for clinical decision making. Although eGFR on the basis of both creatinine and cystatin (eGFR cr-cys ) is the most accurate estimate in research studies, it is uncertain whether this is true in real-world settings, particularly when there are large discordances between eGFR based on creatinine (eGFR cr ) and that based on cystatin C (eGFR cys ). METHODS:We included 6185 adults referred for measured GFR (mGFR) using plasma clearance of iohexol in Stockholm, Sweden, who had 9404 concurrent measurements of creatinine, cystatin C, and iohexol clearance. The performance of eGFR cr , eGFR cys , and eGFR cr-cys was assessed against mGFR with median bias, P30 , and correct classification of GFR categories. We stratified analyses within three categories: eGFR cys at least 20% lower than eGFR cr (eGFR cys <eGFR cr ), eGFR cys within 20% of eGFR cr (eGFR cys ≈eGFR cr ), and eGFR cys at least 20% higher than eGFR cr (eGFR cys >eGFR cr ). RESULTS:eGFR cr and eGFR cys were similar in 4226 (45%) samples, and among these samples all three estimating equations performed similarly. By contrast, eGFR cr-cys was much more accurate in cases of discordance. For example, when eGFR cys <eGFR cr (47% of samples), the median biases were 15.0 (overestimation), -8.5 (underestimation), and 0.8 ml/min per 1.73 m 2 for eGFR cr , eGFR cys , and eGFR cr-cys , respectively; P30 was 50%, 73%, and 84%, respectively; and correct classification was 38%, 45%, and 62%, respectively. When eGFR cys >eGFR cr (8% of samples), the median biases were -4.5, 8.4, and 1.4 ml/min per 1.73m 2 . The findings were consistent among individuals with cardiovascular disease, heart failure, diabetes mellitus, liver disease, and cancer. CONCLUSIONS:When eGFR cr and eGFR cys are highly discordant in clinical practice, eGFR cr-cys is more accurate than either eGFR cr or eGFR cys .
PMID: 36995139
ISSN: 1533-3450
CID: 5587112