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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

Plasma Biomarkers and Incident CKD Among Individuals Without Diabetes

Le, Dustin; Chen, Jingsha; Shlipak, Michael G; Ix, Joachim H; Sarnak, Mark J; Gutierrez, Orlando M; Schelling, Jeffrey R; Bonventre, Joseph V; Sabbisetti, Venkata S; Schrauben, Sarah J; Coca, Steven G; Kimmel, Paul L; Vasan, Ramachandran S; Grams, Morgan E; Parikh, Chirag; Coresh, Josef; Rebholz, Casey M; ,
RATIONALE & OBJECTIVE/UNASSIGNED:Biomarkers of kidney disease progression have been identified in individuals with diabetes and underlying chronic kidney disease (CKD). Whether or not these markers are associated with the development of CKD in a general population without diabetes or CKD is not well established. STUDY DESIGN/UNASSIGNED:Prospective observational cohort. SETTING & PARTICIPANTS/UNASSIGNED:In the Atherosclerosis Risk in Communities) study, 948 participants were studied. EXPOSURES/UNASSIGNED:The baseline plasma biomarkers of kidney injury molecule-1 (KIM-1), monocyte chemoattractant protein-1 (MCP-1), soluble urokinase plasminogen activator receptor (suPAR), tumor necrosis factor receptor 1 (TNFR-1), tumor necrosis factor receptor 2 (TNFR-2), and human cartilage glycoprotein-39 (YKL-40) measured in 1996-1998. OUTCOME/UNASSIGNED:or dialysis dependence through United States Renal Data System linkage. ANALYTICAL APPROACH/UNASSIGNED:Logistic regression and C statistics. RESULTS/UNASSIGNED: < 0.01) and using the observed risk of 12% for incident CKD, the predicted risk gradient changed from 5%-40% (for the 1st-5th quintile) to 4%-44%. LIMITATIONS/UNASSIGNED:Biomarkers and creatinine were measured at one time point. CONCLUSIONS/UNASSIGNED:Higher levels of KIM-1, suPAR, TNFR-1, and TNFR-2 were associated with higher odds of incident CKD among individuals without diabetes. PLAIN-LANGUAGE SUMMARY/UNASSIGNED:For people with diabetes or kidney disease, several biomarkers have been shown to be associated with worsening kidney disease. Whether these biomarkers have prognostic significance in people without diabetes or kidney disease is less studied. Using the Atherosclerosis Risk in Communities study, we followed individuals without diabetes or kidney disease for an average of 15 years after biomarker measurement to see if these biomarkers were associated with the development of kidney disease. We found that elevated levels of KIM-1, suPAR, TNFR-1, and TNFR-2 were associated with the development of kidney disease. These biomarkers may help identify individuals who would benefit from interventions to prevent the development of kidney disease.
PMCID:10568645
PMID: 37841418
ISSN: 2590-0595
CID: 5583352

Proteomics of CKD progression in the chronic renal insufficiency cohort

Dubin, Ruth F; Deo, Rajat; Ren, Yue; Wang, Jianqiao; Zheng, Zihe; Shou, Haochang; Go, Alan S; Parsa, Afshin; Lash, James P; Rahman, Mahboob; Hsu, Chi-Yuan; Weir, Matthew R; Chen, Jing; Anderson, Amanda; Grams, Morgan E; Surapaneni, Aditya; Coresh, Josef; Li, Hongzhe; Kimmel, Paul L; Vasan, Ramachandran S; Feldman, Harold; Segal, Mark R; Ganz, Peter; ,; ,
Progression of chronic kidney disease (CKD) portends myriad complications, including kidney failure. In this study, we analyze associations of 4638 plasma proteins among 3235 participants of the Chronic Renal Insufficiency Cohort Study with the primary outcome of 50% decline in estimated glomerular filtration rate or kidney failure over 10 years. We validate key findings in the Atherosclerosis Risk in the Communities study. We identify 100 circulating proteins that are associated with the primary outcome after multivariable adjustment, using a Bonferroni statistical threshold of significance. Individual protein associations and biological pathway analyses highlight the roles of bone morphogenetic proteins, ephrin signaling, and prothrombin activation. A 65-protein risk model for the primary outcome has excellent discrimination (C-statistic[95%CI] 0.862 [0.835, 0.889]), and 14/65 proteins are druggable targets. Potentially causal associations for five proteins, to our knowledge not previously reported, are supported by Mendelian randomization: EGFL9, LRP-11, MXRA7, IL-1 sRII and ILT-2. Modifiable protein risk markers can guide therapeutic drug development aimed at slowing CKD progression.
PMCID:10564759
PMID: 37816758
ISSN: 2041-1723
CID: 5605032

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

Correction to: Trends in Use of Sulfonylurea Types Among US Adults with Diabetes: NHANES 1999-2020

Shin, Jung-Im; Echouffo-Tcheugui, Justin B; Fang, Michael; Grams, Morgan E; Selvin, Elizabeth
PMID: 37787880
ISSN: 1525-1497
CID: 5735602

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

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

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

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

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