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Kim T, Surapaneni AL, Schmidt IM, Eadon MT, Kalim S, Srivastava A, Palsson R, Stillman IE, Hodgin JB, Menon R, Otto EA, Coresh J, Grams ME, Waikar SS, Rhee EP. Plasma Proteins associated with Chronic Histopathologic Lesions on Kidney Biopsy. J Am Soc Nephrol 2024:00001751-990000000-00298. [PMID: 38656806 DOI: 10.1681/asn.0000000000000358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 04/17/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND The severity of chronic histopathologic lesions on kidney biopsy is independently associated with higher risk of progressive chronic kidney disease (CKD). Because kidney biopsies are invasive, identification of blood markers that report on underlying kidney histopathology has the potential to enhance CKD care. METHODS We examined the association between 6592 plasma protein levels measured by aptamers and the severity of interstitial fibrosis and tubular atrophy (IFTA), glomerulosclerosis, arteriolar sclerosis, and arterial sclerosis among 434 participants of the Boston Kidney Biopsy Cohort. For proteins significantly associated with at least one histologic lesion, we assessed renal arteriovenous protein gradients among 21 individuals who had undergone invasive catheterization and assessed the expression of the cognate gene among 47 individuals with single cell RNA sequencing data in the Kidney Precision Medicine Project. RESULTS In models adjusted for estimated glomerular filtration rate (eGFR), proteinuria, and demographic factors, we identified 35 proteins associated with one or more chronic histologic lesions, including 20 specific for IFTA, 8 specific for glomerulosclerosis, and 1 specific for arteriolar sclerosis. In general, higher levels of these proteins were associated with more severe histologic score and lower eGFR. Exceptions included testican-2 and NELL1, which were associated with less glomerulosclerosis and IFTA, respectively, and higher eGFR; notably, both of these proteins demonstrated significantly higher levels from artery to renal vein, demonstrating net kidney release. In the Kidney Precision Medicine Project, 13 of the 35 protein hits had cognate gene expression enriched in one or more cell types in the kidney, including podocyte expression of select glomerulosclerosis markers (including testican-2) and tubular expression of several IFTA markers (including NELL1). CONCLUSIONS Proteomic analysis identified circulating proteins associated with chronic histopathologic lesions, some of which have concordant site-specific expression within the kidney.
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Affiliation(s)
- Taesoo Kim
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Aditya L Surapaneni
- Department of Medicine, New York University Langone School of Medicine, New York, NY
| | - Insa M Schmidt
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, MA
| | - Michael T Eadon
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN
| | - Sahir Kalim
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Anand Srivastava
- Division of Nephrology, University of Illinois Chicago, Chicago, IL
| | - Ragnar Palsson
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, MA
| | - Isaac E Stillman
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY
| | | | - Rajasree Menon
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI
| | - Edgar A Otto
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Morgan E Grams
- Department of Medicine, New York University Langone School of Medicine, New York, NY
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, MA
| | - Eugene P Rhee
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, MA
- Endocrine Unit, Department of Medicine, Massachusetts General Hospital, Boston, MA
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2
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Claudel SE, Waikar SS. Imprecise, Measure it Twice? Dealing With the Biological Variability of Albuminuria in Diabetes. Am J Kidney Dis 2024:S0272-6386(24)00659-0. [PMID: 38661613 DOI: 10.1053/j.ajkd.2024.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 02/23/2024] [Accepted: 03/02/2024] [Indexed: 04/26/2024]
Affiliation(s)
- Sophie E Claudel
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts.
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Schlosser P, Surapaneni AL, Borisov O, Schmidt IM, Zhou L, Anderson A, Deo R, Dubin R, Ganz P, He J, Kimmel PL, Li H, Nelson RG, Porter AC, Rahman M, Rincon-Choles H, Shah V, Unruh ML, Vasan RS, Zheng Z, Feldman HI, Waikar SS, Köttgen A, Rhee EP, Coresh J, Grams ME. Integrated Proteomic and Metabolomic Modules associated with Risk of Kidney Disease Progression. J Am Soc Nephrol 2024:00001751-990000000-00281. [PMID: 38640019 DOI: 10.1681/asn.0000000000000343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 04/01/2024] [Indexed: 04/21/2024] Open
Abstract
BACKGROUND Proteins and metabolites play crucial roles in various biological functions and are frequently interconnected through enzymatic or transport processes. METHODS We present an integrated analysis of 4,091 proteins and 630 metabolites in the Chronic Renal Insufficiency Cohort Study (N=1,708; average follow-up for kidney failure [KF], 9.5 years, with 537 events). Proteins and metabolites were integrated using an unsupervised clustering method and we assessed associations between clusters and CKD progression and kidney failure using Cox proportional hazards models. Analyses were adjusted for demographics and risk factors including the estimated glomerular filtration rate (eGFR) and urine protein-creatinine ratio. Associations were identified in a discovery sample (random two-thirds, N=1139) and then evaluated in a replication sample (one-third, N=569). RESULTS We identified 139 modules of correlated proteins and metabolites, which were represented by their principal components (PC). Modules and PC loadings were projected onto the replication sample which demonstrated a consistent network structure. Two modules, representing a total of 236 proteins and 82 metabolites, were robustly associated with both CKD progression and kidney failure in both discovery and validation samples. Using gene set enrichment, several transmembrane related terms were identified as over-represented in these modules. Transmembrane-ephrin receptor activity displayed the largest odds (OR = 13.2, P-value = 5.5×10 -5 ). A module containing CRIM1 and NPNT expressed in podocytes demonstrated particularly strong associations with kidney failure (P-value = 2.6×10 -5 ). CONCLUSIONS This study demonstrates that integration of the proteome and metabolome can identify functions of pathophysiologic importance in kidney disease.
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Affiliation(s)
- Pascal Schlosser
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Institute of Genetic Epidemiology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany
- Centre for Integrative Biological Signalling Studies (CIBSS), University of Freiburg, Freiburg, Germany
| | - Aditya L Surapaneni
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Division of Precision Medicine, Department of Medicine, NYU Langone Health, New York, NY, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Oleg Borisov
- Institute of Genetic Epidemiology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany
| | - Insa M Schmidt
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Linda Zhou
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Amanda Anderson
- Department of Epidemiology, Tulane University, New Orleans, LA, USA
| | - Rajat Deo
- Division of Cardiovascular Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Ruth Dubin
- Division of Nephrology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Peter Ganz
- Division of Cardiology, University of California, San Francisco, San Francisco, CA, USA
| | - Jiang He
- Department of Epidemiology, Tulane University, New Orleans, LA, USA
| | - Paul L Kimmel
- Division of Kidney, Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Hongzhe Li
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Robert G Nelson
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, AZ, USA
| | - Anna C Porter
- Renal Service, Wellington Regional Hospital, Wellington, New Zealand
| | - Mahboob Rahman
- Department of Kidney Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | | | - Vallabh Shah
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Mark L Unruh
- Department of Internal Medicine, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Ramachandran S Vasan
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Epidemiology Boston University School of Public Health Boston, MA, USA
| | - Zihe Zheng
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Harold I Feldman
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Anna Köttgen
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Institute of Genetic Epidemiology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany
| | - Eugene P Rhee
- Nephrology Division and Endocrine Unit, Massachusetts General Hospital, Boston, MA, USA
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Morgan E Grams
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Division of Precision Medicine, Department of Medicine, NYU Langone Health, New York, NY, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
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Jotwani V, Thiessen-Philbrook H, Arking DE, Yang SY, McArthur E, Garg AX, Katz R, Tranah GJ, Ix JH, Cummings S, Waikar SS, Sarnak MJ, Shlipak MG, Parikh SM, Parikh CR. Association of Blood Mitochondrial DNA Copy Number With Risk of Acute Kidney Injury After Cardiac Surgery. Am J Kidney Dis 2024:S0272-6386(24)00719-4. [PMID: 38640995 DOI: 10.1053/j.ajkd.2024.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 02/12/2024] [Accepted: 03/01/2024] [Indexed: 04/21/2024]
Affiliation(s)
- Vasantha Jotwani
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA.
| | | | - Dan E Arking
- McKusick-Nathans Institute, Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Stephanie Y Yang
- McKusick-Nathans Institute, Department of Genetic Medicine, Johns Hopkins University School of Medicine, Baltimore, MD USA
| | - Eric McArthur
- ICES, Ontario, Canada, Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada
| | - Amit X Garg
- ICES, Ontario, Canada, Lawson Health Research Institute, London Health Sciences Centre, London, Ontario, Canada; Division of Nephrology, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada; Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Ronit Katz
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA
| | - Gregory J Tranah
- California Pacific Medical Center Research Institute, San Francisco, California, USA
| | - Joachim H Ix
- Division of Nephrology-Hypertension, University of California San Diego, and Veterans Affairs San Diego Healthcare System, San Diego, CA
| | - Steve Cummings
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, MA
| | - Mark J Sarnak
- Division of Nephrology, Tufts Medical Center, Boston, Massachusetts, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System and University of California San Francisco, San Francisco, CA, USA
| | - Samir M Parikh
- Division of Nephrology, Department of Medicine, and Department of Pharmacology, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Chirag R Parikh
- Division of Nephrology, School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
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5
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van Raalte DH, Bjornstad P, Cherney DZI, de Boer IH, Fioretto P, Gordin D, Persson F, Rosas SE, Rossing P, Schaub JA, Tuttle K, Waikar SS, Heerspink HJL. Combination therapy for kidney disease in people with diabetes mellitus. Nat Rev Nephrol 2024:10.1038/s41581-024-00827-z. [PMID: 38570632 DOI: 10.1038/s41581-024-00827-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/29/2024] [Indexed: 04/05/2024]
Abstract
Diabetic kidney disease (DKD), defined as co-existing diabetes and chronic kidney disease in the absence of other clear causes of kidney injury, occurs in approximately 20-40% of patients with diabetes mellitus. As the global prevalence of diabetes has increased, DKD has become highly prevalent and a leading cause of kidney failure, accelerated cardiovascular disease, premature mortality and global health care expenditure. Multiple pathophysiological mechanisms contribute to DKD, and single lifestyle or pharmacological interventions have shown limited efficacy at preserving kidney function. For nearly two decades, renin-angiotensin system inhibitors were the only available kidney-protective drugs. However, several new drug classes, including sodium glucose cotransporter-2 inhibitors, a non-steroidal mineralocorticoid antagonist and a selective endothelin receptor antagonist, have now been demonstrated to improve kidney outcomes in people with type 2 diabetes mellitus. In addition, emerging preclinical and clinical evidence of the kidney-protective effects of glucagon-like-peptide-1 receptor agonists has led to the prospective testing of these agents for DKD. Research and clinical efforts are geared towards using therapies with potentially complementary efficacy in combination to safely halt kidney disease progression. As more kidney-protective drugs become available, the outlook for people living with DKD should improve in the next few decades.
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Affiliation(s)
- Daniël H van Raalte
- Department of Endocrinology and Metabolism, Amsterdam University Medical Centers, VUMC, Amsterdam, The Netherlands.
- Diabetes Center, Amsterdam University Medical Centers, VUMC, Amsterdam, The Netherlands.
- Research Institute for Cardiovascular Sciences, VU University, Amsterdam, The Netherlands.
| | - Petter Bjornstad
- University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - David Z I Cherney
- Department of Medicine, Division of Nephrology, Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Ian H de Boer
- Division of Nephrology and Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | - Paola Fioretto
- Department of Medicine, University of Padua, Unit of Medical Clinic 3, Padua, Italy
| | - Daniel Gordin
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
- Department of Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Sylvia E Rosas
- Joslin Diabetes Center, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Jennifer A Schaub
- Nephrology Division, Department of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Katherine Tuttle
- Providence Medical Research Center, Providence Inland Northwest Health, Spokane, Washington, USA
- Department of Medicine, University of Washington School of Medicine, Spokane and Seattle, Washington, USA
- Nephrology Division, Kidney Research Institute and Institute of Translational Health Sciences, University of Washington, Spokane and Seattle, Washington, USA
| | - Sushrut S Waikar
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Hiddo J L Heerspink
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- The George Institute for Global Health, Sydney, New South Wales, Australia
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6
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Waikar SS. Biomarker blues: balancing hope and hype in acute kidney injury. Kidney Int 2024; 105:679-682. [PMID: 38519237 DOI: 10.1016/j.kint.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 12/18/2023] [Accepted: 01/03/2024] [Indexed: 03/24/2024]
Affiliation(s)
- Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA.
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7
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Srivastava A, Amodu A, Liu J, Verma A, Mothi SS, Palsson R, Stillman IE, Kestenbaum BR, Waikar SS. The Associations of Urine Albumin-Protein Ratio With Histopathologic Lesions and Clinicopathologic Diagnoses in Individuals With Kidney Disease. Am J Kidney Dis 2024; 83:557-560. [PMID: 37827424 DOI: 10.1053/j.ajkd.2023.08.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 08/03/2023] [Accepted: 08/20/2023] [Indexed: 10/14/2023]
Affiliation(s)
- Anand Srivastava
- Division of Nephrology, Department of Medicine, University of Illinois Chicago, Chicago, Illinois.
| | - Afolarin Amodu
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Jing Liu
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Ashish Verma
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center, Boston, Massachusetts
| | - Suraj Sarvode Mothi
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee
| | - Ragnar Palsson
- Nephrology Division, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Isaac E Stillman
- Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Bryan R Kestenbaum
- Department of Medicine, Division of Nephrology, University of Washington, Seattle, Washington
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center, Boston, Massachusetts
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8
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Verma A, Schmidt IM, Claudel S, Palsson R, Waikar SS, Srivastava A. Association of Albuminuria With Chronic Kidney Disease Progression in Persons With Chronic Kidney Disease and Normoalbuminuria : A Cohort Study. Ann Intern Med 2024; 177:467-475. [PMID: 38560911 DOI: 10.7326/m23-2814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Albuminuria is a major risk factor for chronic kidney disease (CKD) progression, especially when categorized as moderate (30 to 300 mg/g) or severe (>300 mg/g). However, there are limited data on the prognostic value of albuminuria within the normoalbuminuric range (<30 mg/g) in persons with CKD. OBJECTIVE To estimate the increase in the cumulative incidence of CKD progression with greater baseline levels of albuminuria among persons with CKD who had normoalbuminuria (<30 mg/g). DESIGN Multicenter prospective cohort study. SETTING 7 U.S. clinical centers. PARTICIPANTS 1629 participants meeting criteria from the CRIC (Chronic Renal Insufficiency Cohort) study with CKD (estimated glomerular filtration rate [eGFR], 20 to 70 mL/min/1.73 m2) and urine albumin-creatinine ratio (UACR) less than 30 mg/g. MEASUREMENTS Baseline spot urine albumin divided by spot urine creatinine to calculate UACR as the exposure variable. The 10-year adjusted cumulative incidences of CKD progression (composite of 50% eGFR decline or kidney failure [dialysis or kidney transplantation]) from confounder adjusted survival curves using the G-formula. RESULTS Over a median follow-up of 9.8 years, 182 of 1629 participants experienced CKD progression. The 10-year adjusted cumulative incidences of CKD progression were 8.7% (95% CI, 5.9% to 11.6%), 11.5% (CI, 8.8% to 14.3%), and 19.5% (CI, 15.4% to 23.5%) for UACR levels of 0 to less than 5 mg/g, 5 to less than 15 mg/g, and 15 mg/g or more, respectively. Comparing persons with UACR 15 mg/g or more to those with UACR 5 to less than 15 mg/g and 0 to less than 5 mg/g, the absolute risk differences were 7.9% (CI, 3.0% to 12.7%) and 10.7% (CI, 5.8% to 15.6%), respectively. The 10-year adjusted cumulative incidence increased linearly based on baseline UACR levels. LIMITATION UACR was measured once. CONCLUSION Persons with CKD and normoalbuminuria (<30 mg/g) had excess risk for CKD progression, which increased in a linear fashion with higher levels of albuminuria. PRIMARY FUNDING SOURCE None.
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Affiliation(s)
- Ashish Verma
- Boston Medical Center and Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts (A.V., S.S.W.)
| | - Insa M Schmidt
- Boston Medical Center and Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; and Hamburg Center for Kidney Health, University Medical Center Hamburg, Hamburg, Germany (I.M.S.)
| | - Sophie Claudel
- Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts (S.C.)
| | - Ragnar Palsson
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts (R.P.)
| | - Sushrut S Waikar
- Boston Medical Center and Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts (A.V., S.S.W.)
| | - Anand Srivastava
- Division of Nephrology, Department of Medicine, University of Illinois Chicago, Chicago, Illinois (A.S.)
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9
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Kmochová T, Kidd KO, Orr A, Hnízda A, Hartmannová H, Hodaňová K, Vyleťal P, Naušová K, Brinsa V, Trešlová H, Sovová J, Barešová V, Svojšová K, Vrbacká A, Stránecký V, Robins VC, Taylor A, Martin L, Rivas-Chavez A, Payne R, Bleyer HA, Williams A, Rennke HG, Weins A, Short PJ, Agrawal V, Storsley LJ, Waikar SS, McPhail ED, Dasari S, Leung N, Hewlett T, Yorke J, Gaston D, Geldenhuys L, Samuels M, Levine AP, West M, Hůlková H, Pompach P, Novák P, Weinberg RB, Bedard K, Živná M, Sikora J, Bleyer AJ, Kmoch S. Autosomal dominant ApoA4 mutations present as tubulointerstitial kidney disease with medullary amyloidosis. Kidney Int 2024; 105:799-811. [PMID: 38096951 DOI: 10.1016/j.kint.2023.11.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 11/03/2023] [Accepted: 11/10/2023] [Indexed: 01/21/2024]
Abstract
Sporadic cases of apolipoprotein A-IV medullary amyloidosis have been reported. Here we describe five families found to have autosomal dominant medullary amyloidosis due to two different pathogenic APOA4 variants. A large family with autosomal dominant chronic kidney disease (CKD) and bland urinary sediment underwent whole genome sequencing with identification of a chr11:116692578 G>C (hg19) variant encoding the missense mutation p.L66V of the ApoA4 protein. We identified two other distantly related families from our registry with the same variant and two other distantly related families with a chr11:116693454 C>T (hg19) variant encoding the missense mutation p.D33N. Both mutations are unique to affected families, evolutionarily conserved and predicted to expand the amyloidogenic hotspot in the ApoA4 structure. Clinically affected individuals suffered from CKD with a bland urinary sediment and a mean age for kidney failure of 64.5 years. Genotyping identified 48 genetically affected individuals; 44 individuals had an estimated glomerular filtration rate (eGFR) under 60 ml/min/1.73 m2, including all 25 individuals with kidney failure. Significantly, 11 of 14 genetically unaffected individuals had an eGFR over 60 ml/min/1.73 m2. Fifteen genetically affected individuals presented with higher plasma ApoA4 concentrations. Kidney pathologic specimens from four individuals revealed amyloid deposits limited to the medulla, with the mutated ApoA4 identified by mass-spectrometry as the predominant amyloid constituent in all three available biopsies. Thus, ApoA4 mutations can cause autosomal dominant medullary amyloidosis, with marked amyloid deposition limited to the kidney medulla and presenting with autosomal dominant CKD with a bland urinary sediment. Diagnosis relies on a careful family history, APOA4 sequencing and pathologic studies.
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Affiliation(s)
- Tereza Kmochová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Kendrah O Kidd
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic; Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Andrew Orr
- Department of Ophthalmology and Visual Sciences, Dalhousie University, Halifax, Nova Scotia, Canada; Department of Pathology, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Aleš Hnízda
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Hana Hartmannová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Kateřina Hodaňová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Petr Vyleťal
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Karolína Naušová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Vítězslav Brinsa
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Helena Trešlová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jana Sovová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Veronika Barešová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Klára Svojšová
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Alena Vrbacká
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Viktor Stránecký
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Victoria C Robins
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Abbigail Taylor
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Lauren Martin
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Ana Rivas-Chavez
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Riley Payne
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Heidi A Bleyer
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Adrienne Williams
- Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Helmut G Rennke
- Pathology Department, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Astrid Weins
- Pathology Department, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Varun Agrawal
- Division of Nephrology and Hypertension, Larner College of Medicine, University of Vermont, Burlington, Vermont, USA
| | - Leroy J Storsley
- Department of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Sushrut S Waikar
- Section of Nephrology, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Ellen D McPhail
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Surendra Dasari
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Nelson Leung
- Division of Nephrology and Hypertension, Division of Hematology, Mayo Clinic, Rochester, Minnesota, USA
| | - Tom Hewlett
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Jake Yorke
- Department of Pathology, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Daniel Gaston
- Department of Pathology, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Laurette Geldenhuys
- Department of Pathology, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Mark Samuels
- Department of Medicine Université de Montréal, Montreal, Quebec, Canada; Department of Biochemistry, Université de Montréal, Montreal, Quebec, Canada; Centre de Recherche du CHU Ste-Justine, Montreal, Quebec, Canada
| | - Adam P Levine
- Research Department of Pathology, University College London, London, UK
| | - Michael West
- Division of Nephrology, Department of Medicine, Faculty of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Helena Hůlková
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic; Institute of Pathology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Petr Pompach
- Institute of Microbiology of the Czech Academy of Sciences, Vestec, Czech Republic
| | - Petr Novák
- Institute of Microbiology of the Czech Academy of Sciences, Vestec, Czech Republic
| | - Richard B Weinberg
- Section on Gastroenterology, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA; Department of Physiology and Pharmacology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Karen Bedard
- Department of Pathology and Laboratory Medicine, Izaak Walton Killam Hospital, Halifax Nova Scotia, Canada
| | - Martina Živná
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic; Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Jakub Sikora
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic; Institute of Pathology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Anthony J Bleyer
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic; Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA.
| | - Stanislav Kmoch
- Research Unit for Rare Diseases, Department of Pediatrics and Inherited Metabolic Disorders, First Faculty of Medicine, Charles University, Prague, Czech Republic; Section on Nephrology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
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10
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Li H, Li D, Ledru N, Xuanyuan Q, Wu H, Asthana A, Byers LN, Tullius SG, Orlando G, Waikar SS, Humphreys BD. Transcriptomic, epigenomic, and spatial metabolomic cell profiling redefines regional human kidney anatomy. Cell Metab 2024:S1550-4131(24)00061-5. [PMID: 38513647 DOI: 10.1016/j.cmet.2024.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 12/20/2023] [Accepted: 02/26/2024] [Indexed: 03/23/2024]
Abstract
A large-scale multimodal atlas that includes major kidney regions is lacking. Here, we employed simultaneous high-throughput single-cell ATAC/RNA sequencing (SHARE-seq) and spatially resolved metabolomics to profile 54 human samples from distinct kidney anatomical regions. We generated transcriptomes of 446,267 cells and chromatin accessibility profiles of 401,875 cells and developed a package to analyze 408,218 spatially resolved metabolomes. We find that the same cell type, including thin limb, thick ascending limb loop of Henle and principal cells, display distinct transcriptomic, chromatin accessibility, and metabolomic signatures, depending on anatomic location. Surveying metabolism-associated gene profiles revealed non-overlapping metabolic signatures between nephron segments and dysregulated lipid metabolism in diseased proximal tubule (PT) cells. Integrating multimodal omics with clinical data identified PLEKHA1 as a disease marker, and its in vitro knockdown increased gene expression in PT differentiation, suggesting possible pathogenic roles. This study highlights previously underrepresented cellular heterogeneity underlying the human kidney anatomy.
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Affiliation(s)
- Haikuo Li
- Division of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Dian Li
- Division of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Nicolas Ledru
- Division of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Qiao Xuanyuan
- Division of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Haojia Wu
- Division of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA
| | - Amish Asthana
- Department of Surgery, Atrium Health Wake Forest Baptist, Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Lori N Byers
- Department of Surgery, Atrium Health Wake Forest Baptist, Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Stefan G Tullius
- Division of Transplant Surgery and Transplant Surgery Research Laboratory, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Giuseppe Orlando
- Department of Surgery, Atrium Health Wake Forest Baptist, Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston Medical Center, Boston, MA, USA
| | - Benjamin D Humphreys
- Division of Nephrology, Department of Medicine, Washington University in St. Louis, St. Louis, MO, USA; Department of Developmental Biology, Washington University in St. Louis, St. Louis, MO, USA.
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11
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Samal L, Kilgallon JL, Lipsitz S, Baer HJ, McCoy A, Gannon M, Noonan S, Dunk R, Chen SW, Chay WI, Fay R, Garabedian PM, Wu E, Wien M, Blecker S, Salmasian H, Bonventre JV, McMahon GM, Bates DW, Waikar SS, Linder JA, Wright A, Dykes P. Clinical Decision Support for Hypertension Management in Chronic Kidney Disease: A Randomized Clinical Trial. JAMA Intern Med 2024:2816065. [PMID: 38466302 DOI: 10.1001/jamainternmed.2023.8315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Importance Chronic kidney disease (CKD) affects 37 million adults in the United States, and for patients with CKD, hypertension is a key risk factor for adverse outcomes, such as kidney failure, cardiovascular events, and death. Objective To evaluate a computerized clinical decision support (CDS) system for the management of uncontrolled hypertension in patients with CKD. Design, Setting, and Participants This multiclinic, randomized clinical trial randomized primary care practitioners (PCPs) at a primary care network, including 15 hospital-based, ambulatory, and community health center-based clinics, through a stratified, matched-pair randomization approach February 2021 to February 2022. All adult patients with a visit to a PCP in the last 2 years were eligible and those with evidence of CKD and hypertension were included. Intervention The intervention consisted of a CDS system based on behavioral economic principles and human-centered design methods that delivered tailored, evidence-based recommendations, including initiation or titration of renin-angiotensin-aldosterone system inhibitors. The patients in the control group received usual care from PCPs with the CDS system operating in silent mode. Main Outcomes and Measures The primary outcome was the change in mean systolic blood pressure (SBP) between baseline and 180 days compared between groups. The primary analysis was a repeated measures linear mixed model, using SBP at baseline, 90 days, and 180 days in an intention-to-treat repeated measures model to account for missing data. Secondary outcomes included blood pressure (BP) control and outcomes such as percentage of patients who received an action that aligned with the CDS recommendations. Results The study included 174 PCPs and 2026 patients (mean [SD] age, 75.3 [0.3] years; 1223 [60.4%] female; mean [SD] SBP at baseline, 154.0 [14.3] mm Hg), with 87 PCPs and 1029 patients randomized to the intervention and 87 PCPs and 997 patients randomized to usual care. Overall, 1714 patients (84.6%) were treated for hypertension at baseline. There were 1623 patients (80.1%) with an SBP measurement at 180 days. From the linear mixed model, there was a statistically significant difference in mean SBP change in the intervention group compared with the usual care group (change, -14.6 [95% CI, -13.1 to -16.0] mm Hg vs -11.7 [-10.2 to -13.1] mm Hg; P = .005). There was no difference in the percentage of patients who achieved BP control in the intervention group compared with the control group (50.4% [95% CI, 46.5% to 54.3%] vs 47.1% [95% CI, 43.3% to 51.0%]). More patients received an action aligned with the CDS recommendations in the intervention group than in the usual care group (49.9% [95% CI, 45.1% to 54.8%] vs 34.6% [95% CI, 29.8% to 39.4%]; P < .001). Conclusions and Relevance These findings suggest that implementing this computerized CDS system could lead to improved management of uncontrolled hypertension and potentially improved clinical outcomes at the population level for patients with CKD. Trial Registration ClinicalTrials.gov Identifier: NCT03679247.
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Affiliation(s)
- Lipika Samal
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - John L Kilgallon
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Hackensack Meridian School of Medicine, Nutley, New Jersey
| | - Stuart Lipsitz
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Heather J Baer
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Allison McCoy
- Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee
| | - Michael Gannon
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Eastern Virginia Medical School, Norfolk
| | - Sarah Noonan
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- USC School of Medicine Greenville, Greenville, South Carolina
| | - Ryan Dunk
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Sarah W Chen
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Weng Ian Chay
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Richard Fay
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Edward Wu
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Alabama College of Osteopathic Medicine, Dothan
| | - Matthew Wien
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Saul Blecker
- Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | | | - Joseph V Bonventre
- Division of Renal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Gearoid M McMahon
- Division of Renal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - David W Bates
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Sushrut S Waikar
- Section of Nephrology, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Jeffrey A Linder
- Division of General Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Adam Wright
- Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee
| | - Patricia Dykes
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
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12
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Claudel SE, Chan M, Scammell MK, Waikar SS. Challenges and Opportunities: Studying CKDu in the United States. Kidney360 2024:02200512-990000000-00352. [PMID: 38446084 DOI: 10.34067/kid.0000000000000408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 02/26/2024] [Indexed: 03/07/2024]
Affiliation(s)
- Sophie E Claudel
- Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Maya Chan
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Madeleine K Scammell
- Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
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13
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Ledru N, Wilson PC, Muto Y, Yoshimura Y, Wu H, Li D, Asthana A, Tullius SG, Waikar SS, Orlando G, Humphreys BD. Predicting proximal tubule failed repair drivers through regularized regression analysis of single cell multiomic sequencing. Nat Commun 2024; 15:1291. [PMID: 38347009 PMCID: PMC10861555 DOI: 10.1038/s41467-024-45706-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 01/31/2024] [Indexed: 02/15/2024] Open
Abstract
Renal proximal tubule epithelial cells have considerable intrinsic repair capacity following injury. However, a fraction of injured proximal tubule cells fails to undergo normal repair and assumes a proinflammatory and profibrotic phenotype that may promote fibrosis and chronic kidney disease. The healthy to failed repair change is marked by cell state-specific transcriptomic and epigenomic changes. Single nucleus joint RNA- and ATAC-seq sequencing offers an opportunity to study the gene regulatory networks underpinning these changes in order to identify key regulatory drivers. We develop a regularized regression approach to construct genome-wide parametric gene regulatory networks using multiomic datasets. We generate a single nucleus multiomic dataset from seven adult human kidney samples and apply our method to study drivers of a failed injury response associated with kidney disease. We demonstrate that our approach is a highly effective tool for predicting key cis- and trans-regulatory elements underpinning the healthy to failed repair transition and use it to identify NFAT5 as a driver of the maladaptive proximal tubule state.
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Affiliation(s)
- Nicolas Ledru
- Division of Nephrology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Parker C Wilson
- Division of Anatomic and Molecular Pathology, Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, USA
| | - Yoshiharu Muto
- Division of Nephrology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Yasuhiro Yoshimura
- Division of Nephrology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Haojia Wu
- Division of Nephrology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Dian Li
- Division of Nephrology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA
| | - Amish Asthana
- Department of Surgery, Wake Forest Baptist Medical Center; Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Stefan G Tullius
- Division of Transplant Surgery and Transplant Surgery Research Laboratory, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston Medical Center, Boston, MA, USA
| | - Giuseppe Orlando
- Department of Surgery, Wake Forest Baptist Medical Center; Wake Forest Institute for Regenerative Medicine, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Benjamin D Humphreys
- Division of Nephrology, Department of Medicine, Washington University in St. Louis School of Medicine, St. Louis, MO, USA.
- Department of Developmental Biology, Washington University in St. Louis School of Medicine, St. Louis, MO, USA.
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14
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Jotwani V, Yang SY, Thiessen-Philbrook H, Parikh CR, Katz R, Tranah GJ, Ix JH, Cummings S, Waikar SS, Shlipak MG, Sarnak MJ, Parikh SM, Arking DE. Mitochondrial genetic variation and risk of chronic kidney disease and acute kidney injury in UK Biobank participants. Hum Genet 2024; 143:151-157. [PMID: 38349571 PMCID: PMC10881785 DOI: 10.1007/s00439-023-02615-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 09/28/2023] [Indexed: 02/22/2024]
Abstract
Experimental models suggest an important role for mitochondrial dysfunction in the pathogenesis of chronic kidney disease (CKD) and acute kidney injury (AKI), but little is known regarding the impact of common mitochondrial genetic variation on kidney health. We sought to evaluate associations of inherited mitochondrial DNA (mtDNA) variation with risk of CKD and AKI in a large population-based cohort. We categorized UK Biobank participants who self-identified as white into eight distinct mtDNA haplotypes, which were previously identified based on their associations with phenotypes associated with mitochondrial DNA copy number, a measure of mitochondrial function. We used linear and logistic regression models to evaluate associations of these mtDNA haplotypes with estimated glomerular filtration rate by serum creatinine and cystatin C (eGFRCr-CysC, N = 362,802), prevalent (N = 416 cases) and incident (N = 405 cases) end-stage kidney disease (ESKD), AKI defined by diagnostic codes (N = 14,170 cases), and urine albumin/creatinine ratio (ACR, N = 114,662). The mean age was 57 ± 8 years and the mean eGFR was 90 ± 14 ml/min/1.73 m2. MtDNA haplotype was significantly associated with eGFR (p = 2.8E-12), but not with prevalent ESKD (p = 5.9E-2), incident ESKD (p = 0.93), AKI (p = 0.26), or urine ACR (p = 0.54). The association of mtDNA haplotype with eGFR remained significant after adjustment for diabetes mellitus and hypertension (p = 1.2E-10). When compared to the reference haplotype, mtDNA haplotypes I (β = 0.402, standard error (SE) = 0.111; p = 2.7E-4), IV (β = 0.430, SE = 0.073; p = 4.2E-9), and V (β = 0.233, SE = 0.050; p = 2.7E-6) were each associated with higher eGFR. Among self-identified white UK Biobank participants, mtDNA haplotype was associated with eGFR, but not with ESKD, AKI or albuminuria.
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Affiliation(s)
- Vasantha Jotwani
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, 4150 Clement Street, Bldg 2, Rm 145, San Francisco, CA, 94121, USA.
| | - Stephanie Y Yang
- Department of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Chirag R Parikh
- Division of Nephrology, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Ronit Katz
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA, USA
| | - Gregory J Tranah
- California Pacific Medical Center Research Institute, San Francisco, CA, USA
| | - Joachim H Ix
- Division of Nephrology-Hypertension, University of California San Diego, and Veterans Affairs San Diego Healthcare System, San Diego, CA, USA
| | - Steve Cummings
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, 4150 Clement Street, Bldg 2, Rm 145, San Francisco, CA, 94121, USA
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, MA, USA
| | - Michael G Shlipak
- Department of Medicine, Kidney Health Research Collaborative, San Francisco Veterans Affairs Health Care System and University of California San Francisco, 4150 Clement Street, Bldg 2, Rm 145, San Francisco, CA, 94121, USA
| | - Mark J Sarnak
- Division of Nephrology, Tufts Medical Center, Boston, MA, USA
| | - Samir M Parikh
- Division of Nephrology, Department of Medicine, and Department of Pharmacology, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Dan E Arking
- Department of Genetic Medicine, McKusick-Nathans Institute, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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15
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Curtis KA, Waikar SS, Mc Causland FR. Higher NT-proBNP levels and the risk of intradialytic hypotension at hemodialysis initiation. Hemodial Int 2024; 28:77-84. [PMID: 37875429 DOI: 10.1111/hdi.13125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 10/09/2023] [Accepted: 10/11/2023] [Indexed: 10/26/2023]
Abstract
INTRODUCTION Elevated N-terminal pro B-type natriuretic peptide (NT-proBNP) is a potent predictor of adverse outcomes in hemodialysis initiation. These patients often experience intradialytic hypotension, which may partially reflect cardiac dysfunction, but the association of NT-proBNP with intradialytic hypotension is not clear. METHODS We performed a post hoc analysis of a randomized trial that tested mannitol versus placebo in 52 patients initiating hemodialysis (NCT01520207). NT-proBNP was measured prior to the first and third sessions (n = 87). Mixed-effects models (adjusting for randomized treatment, sex, race, age, diabetes, heart failure, catheter use, pre-dialysis systolic blood pressure, pre-dialysis weight, ultrafiltration volume, serum sodium, bicarbonate, urea nitrogen, phosphate, albumin, hemoglobin, and session length) were fit to examine the association of NT-proBNP with systolic blood pressure decline (pre-dialysis minus nadir systolic blood pressure). Additionally, mixed-effects Poisson models were fit to examine the association with intradialytic hypotension (≥20 mmHg decline in systolic blood pressure). FINDINGS Mean age was 55 ± 16 years; 33% had baseline heart failure. The median NT-proBNP was 5498 [25th-75th percentile 2011, 14,790] pg/mL; 26 sessions (30%) were complicated by intradialytic hypotension. In adjusted models, each unit higher log-NT-proBNP was associated with 6.0 mmHg less decline in systolic blood pressure (95%CI -9.2 to -2.8). Higher pre-dialysis NT-proBNP, per log-unit, was associated with a 52% lower risk of intradialytic hypotension (IRR 0.48, 95%CI 0.23-0.97), without evidence for effect modification by randomized treatment (P-interaction = 0.17). DISCUSSION In patients initiating hemodialysis, higher NT-proBNP is associated with less decline in intradialytic systolic blood pressure and lower risk of intradialytic hypotension. Future studies should investigate if higher pre-dialysis NT-proBNP levels may identify patients who might tolerate more aggressive ultrafiltration.
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Affiliation(s)
- Katherine A Curtis
- Division of Renal Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Milken Institute School of Public Health, The George Washington University, Washington DC, USA
| | - Sushrut S Waikar
- Renal Section, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Finnian R Mc Causland
- Division of Renal Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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16
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Claudel SE, Waikar SS, Schmidt IM, Vasan RS, Verma A. The relationship between low levels of albuminuria and cardiovascular mortality among apparently healthy adults. medRxiv 2023:2023.12.21.23300378. [PMID: 38196576 PMCID: PMC10775339 DOI: 10.1101/2023.12.21.23300378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
Background Albuminuria is associated with cardiovascular events among adults with underlying cardiovascular disease and diabetes, even at low levels of urinary albumin excretion. We hypothesized that low levels of albuminuria in the 'normal' range (urinary albumin-to-creatine ratio (UACR) <30 mg/g) are associated with cardiovascular death among apparently healthy adults. Methods We studied adults who participated in the 1999-2014 National Health and Nutrition Examination Survey. We excluded participants with baseline cardiovascular disease, hypertension, diabetes, estimated glomerular filtration rate (eGFR) <60ml/min/1.73m2, those who were currently pregnant, and those who had received dialysis in the last year. After excluding these conditions, only 5.0% of the remaining population had UACR ≥30 mg/g (N=873) and were excluded. The final sample size was 16,247. We assessed the relationship between UACR and cardiovascular and all-cause mortality using multivariable-adjusted Cox proportional hazards models. Models were adjusted for age, sex, race or ethnicity, smoking status, systolic blood pressure, hemoglobin A1c, total cholesterol, health insurance, food insecurity, serum albumin, body mass index, use of statins, and eGFR. Results Mean age was 38.9 years (SD 13.6) and 53.7% were women. The median length of follow-up was 12.2 years. In multivariable-adjusted models, each doubling of UACR (within the <30 mg/g range) was associated with a 36% higher risk of cardiovascular death [HR 1.36 (95% confidence interval (CI) 1.11-1.65)] and a 28% higher risk of all-cause mortality [HR 1.28 (95%CI 1.17-1.41)]. The highest tertile of UACR (7.1-29.9 mg/g) was associated with an 87% higher risk of cardiovascular death [HR 1.87 (95%CI 1.20-2.92)] and 59% higher risk of all-cause mortality [HR 1.59 (95%CI 1.28-1.96)], compared with the lowest tertile (< 4.3 mg/g). Conclusions In a nationally representative sample of relatively healthy community-dwelling adults, higher levels of albuminuria in the conventionally "normal" range <30 mg/g in healthy individuals are associated with greater mortality. Overall, our findings contribute to the growing body of evidence on the existence of a risk gradient across all levels of albuminuria, even in the so-called normal range.
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Affiliation(s)
- Sophie E Claudel
- Department of Internal Medicine, Boston Medical Center, Boston, MA, USA
- Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Sushrut S Waikar
- Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- Section of Nephrology, Department of Medicine, Boston Medical Center, Boston, MA, USA
| | - Insa M. Schmidt
- Section of Nephrology, Department of Medicine, Boston Medical Center, Boston, MA, USA
- Hamburg Center for Kidney Health, University Medical Center Hamburg, Hamburg, Germany
| | - Ramachandran S. Vasan
- Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- University of Texas School of Public Health, and University of Texas Health Science Center in San Antonio, TX, USA
| | - Ashish Verma
- Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- Section of Nephrology, Department of Medicine, Boston Medical Center, Boston, MA, USA
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17
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Claudel SE, Waikar SS, Gopal DM, Verma A. Association of cardiac biomarkers, kidney function, and mortality among adults with chronic kidney disease. medRxiv 2023:2023.12.12.23299886. [PMID: 38168327 PMCID: PMC10760296 DOI: 10.1101/2023.12.12.23299886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Background and Aims The performance of high sensitivity troponin T (hs-cTnT), hs-cTnI, and N-terminal pro-hormone brain natriuretic peptide (NT-proBNP) in patients with chronic kidney disease (CKD) is poorly understood. Methods We included adults with CKD (eGFR<60 ml/min/1.73m2) in the 1999-2004 NHANES. We calculated the 99th percentile of hs-cTnT, hs-cTnI (Abbott, Ortho, and Siemens assays), and NT-proBNP, measured the association between eGFR and cardiac biomarker concentration, and used Cox regression models to assess the relationship between cardiac biomarkers and CVD mortality. Results Across 1,068 adults with CKD, the mean [SD] age was 71.9[12.7] years and 61.2% were female; 78.8% had elevated NT-proBNP and 42.6% had elevated hs-cTnT based on traditional clinical reference limits. The 99th percentile of hs-cTnT was 122 ng/L (95% confidence interval (CI) 101-143), hs-cTnIAbbott was 69 ng/L (95% CI 38-99), and NT-proBNP was 8952 pg/mL (95% CI 7506-10,399). A 10 ml/min decrease in eGFR was associated with greater increases in hs-cTnT and NT-proBNP than hs-cTnI (hs-cTnT: 27.5% increase (β=27.5, 95% CI 28.2-43.3)), NT-proBNP 46.0% increase (β=46.0, 95% CI 36.0-56.8), hs-cTnISiemens 17.9% (β=17.9, 95% CI 9.7-26.7). Each doubling of hs-cTnT, hs-cTnI, and NT-proBNP were associated with CVD mortality (hs-cTnT HR 1.62 [95% CI 1.32-1.98], p<0.0001; hs-cTnISiemens HR 1.40 [95% CI 1.26-1.55], p<0.0001; NT-proBNP HR 1.29 [95% CI 1.19-1.41], p<0.0001). Conclusions and Relevance Community dwelling adults with CKD have elevated concentrations of cardiac biomarkers, above established reference ranges. Of the troponin assays, hs-cTnI concentration appears to be most stable across eGFR categories and is associated with CVD mortality.
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Affiliation(s)
| | - Sushrut S. Waikar
- Department of Medicine, Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Deepa M. Gopal
- Department of Medicine, Section of Cardiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Amyloidosis Center, Boston Medical Center, Boston, MA, USA
| | - Ashish Verma
- Department of Medicine, Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Amyloidosis Center, Boston Medical Center, Boston, MA, USA
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18
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Hong X, Rosenberg AZ, Heymann J, Yoshida T, Waikar SS, Ilori TO, Wang G, Rebuck H, Pearson C, Wang M, Winkler CA, Kopp JB, Wang X. Joint Associations of Pregnancy Complications and Postpartum Maternal Renal Biomarkers With Severe Cardiovascular Morbidities: A US Racially and Ethnically Diverse Prospective Birth Cohort Study. J Am Heart Assoc 2023; 12:e029311. [PMID: 37947096 PMCID: PMC10727285 DOI: 10.1161/jaha.122.029311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 07/25/2023] [Indexed: 11/12/2023]
Abstract
Background Pregnancy complications are risk factors for cardiovascular disease (CVD). Little is known about the role of renal biomarkers measured shortly after delivery, individually or in combination with pregnancy complications, in predicting subsequent severe maternal CVD. Methods and Results This study included 566 mothers of diverse races and ethnicities from the Boston Birth cohort, enrolled at delivery and followed prospectively. Plasma creatinine and CysC (cystatin C) were measured 1 to 3 days after delivery. CVD during follow-up was defined by physician diagnoses in electronic medical records. Associations of renal biomarkers and pregnancy complications with time-to-CVD events were assessed using Cox proportional hazards models. During an average of 10.3±3.2 years of follow-up, 30 mothers developed 1 or more CVDs. Only a modest association was observed between creatinine and risk of CVD. In comparison, we found that per 0.1 mg/L increase of CysC was associated with a hazard ratio (HR) of 1.2 (95% CI, 1.1-1.4) for CVD after adjusting for covariates. Compared with those without preeclampsia and with normal CysC level (≤75th percentile), mothers with preeclampsia and elevated CysC (>75th percentile) had the highest risk of CVD (HR, 4.6 [95% CI, 1.7-17.7]), whereas mothers with preeclampsia only or with elevated CysC only did not have significantly increased CVD risk. Similar synergistic effects for CVD were observed between CysC and preterm delivery. Conclusions In this sample of US, traditionally underrepresented multiracial and multiethnic high-risk mothers, elevated maternal plasma CysC, independently and jointly with pregnancy complications, increased risk of CVD later in life. These findings warrant further investigation. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT03228875.
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Affiliation(s)
- Xiumei Hong
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of DiseaseJohns Hopkins University Bloomberg School of Public HealthBaltimoreMDUSA
| | | | - Jurgen Heymann
- Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of HealthMDBethesdaUSA
| | - Teruhiko Yoshida
- Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of HealthMDBethesdaUSA
| | - Sushrut S. Waikar
- Section of Nephrology, Department of MedicineBoston University Chobanian & Avedisian School of Medicine and Boston Medical CenterBostonMAUSA
| | - Titilayo O. Ilori
- Section of Nephrology, Department of MedicineBoston University Chobanian & Avedisian School of Medicine and Boston Medical CenterBostonMAUSA
| | - Guoying Wang
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of DiseaseJohns Hopkins University Bloomberg School of Public HealthBaltimoreMDUSA
| | - Heather Rebuck
- Clinical Chemistry Research LabUniversity of Maryland School of MedicineBaltimoreMDUSA
| | - Colleen Pearson
- Department of PediatricsBoston University Chobanian & Avedisian School of Medicine and Boston Medical CenterBostonMAUSA
| | - Mei‐Cheng Wang
- Department of BiostatisticsJohns Hopkins University Bloomberg School of Public HealthBaltimoreMDUSA
| | - Cheryl A. Winkler
- Cancer Innovation Laboratory, Center for Cancer ResearchNational Cancer Institute and Basic Research Program, Frederick National LaboratoryFrederickMDUSA
| | - Jeffrey B. Kopp
- Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of HealthMDBethesdaUSA
| | - Xiaobin Wang
- Department of Population, Family and Reproductive Health, Center on the Early Life Origins of DiseaseJohns Hopkins University Bloomberg School of Public HealthBaltimoreMDUSA
- Division of General Pediatrics & Adolescent Medicine, Department of PediatricsJohns Hopkins University School of MedicineBaltimoreMDUSA
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19
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Shohet M, Nguyen NH, Stern LD, Waikar SS, Schmidt IM. Structural and Psychosocial Challenges Among Underserved Patients Receiving Hemodialysis During and Beyond the COVID-19 Pandemic: A Qualitative Study. Kidney Med 2023; 5:100717. [PMID: 37817797 PMCID: PMC10561110 DOI: 10.1016/j.xkme.2023.100717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/12/2023] Open
Abstract
Rationale & Objective Racial and ethnic minority groups in the United States are disproportionately affected by chronic kidney disease and progressive kidney failure and face significantly more socioeconomic and psychosocial challenges. However, how such patients' social environment and stigmatization shape their illness experiences and abilities to cope before and during the coronavirus disease 2019 (COVID-19) pandemic has not been well documented, even as social scientific research predicts these groups' exponential vulnerability. Study Design Qualitative study using semistructured interviews to elicit individual patient narratives about their personal illness experiences before and during the COVID-19 pandemic, any challenges they faced, and their sources of support. Setting & Participants Using purposive sampling, we recruited 20 adult patients receiving maintenance hemodialysis from centers affiliated with a safety-net hospital in Boston, Massachusetts. Analytical Approach Interviews were audiotaped, transcribed, and analyzed using thematic content analysis to identify patients' challenges and supports before and during the pandemic. Results Of the 20 patients in the study, 9 were women, and 18 self-identified as Black or African American. Three main themes emerged, whereby most patients described: (1) stigma and stigmatization as a central element of their life experience; (2) the pandemic as a difficult experience but not a complete rupture from their prepandemic life; and (3) social networks, particularly family, friends, and religious communities, as sources of support crucial to coping with their debilitating illness. Limitations Whether the findings apply to other settings is unknown, as participants were recruited from centers in a single safety-net urban hospital setting. Conclusions Psychosocial and environmental factors, including institutional racism and stigmatization, play significant roles in amplifying the burdens shouldered by racial and ethnic minority individuals with kidney disease who now also face the COVID-19 pandemic that has since turned endemic. The results of this study can inform the development of policy interventions aimed at alleviating tensions and structural conditions that impinge on kidney disease patients' wellbeing and health outcomes. Plain-Language Summary Members of racial and ethnic minority groups in the United States experience the highest rates of progressive kidney failure and face significantly more socioeconomic and psychosocial challenges. We interviewed 20 patients who receive maintenance hemodialysis treatment from centers affiliated with a safety-net hospital. Patients described stigmatization as a central element of their life experience and the pandemic as a difficult challenge (but not a complete rupture) that added to their struggles with illness-related, race-related, and class-related stigmas. Social networks, particularly family, friends, and religious communities, are key sources of support crucial to coping with illness. Findings from this study can inform health care providers and community workers and guide the development of policy interventions to provide better support for these patients.
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Affiliation(s)
- Merav Shohet
- Boston University College & Graduate School of Arts and Sciences, Department of Anthropology, Boston, MA
| | - Nicole H. Nguyen
- Boston University College & Graduate School of Arts and Sciences, Department of Anthropology, Boston, MA
- Boston University Sargent College of Health and Rehabilitation Sciences, Boston, MA
| | - Lauren D. Stern
- Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Section of Nephrology, Boston, MA
| | - Sushrut S. Waikar
- Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Section of Nephrology, Boston, MA
| | - Insa M. Schmidt
- Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Section of Nephrology, Boston, MA
- Hamburg Center for Kidney Health, University Medical Center Hamburg, Hamburg, Germany
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20
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Limonte CP, Prince DK, Hoofnagle AN, Galecki A, Hirsch IB, Tian F, Waikar SS, Looker HC, Nelson RG, Doria A, Mauer M, Kestenbaum BR, de Boer IH. Associations of Biomarkers of Tubular Injury and Inflammation with Biopsy Features in Type 1 Diabetes. Clin J Am Soc Nephrol 2023; 19:01277230-990000000-00270. [PMID: 37871959 PMCID: PMC10843226 DOI: 10.2215/cjn.0000000000000333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 10/17/2023] [Indexed: 10/25/2023]
Abstract
BACKGROUND Whether biomarkers of tubular injury and inflammation indicate subclinical structural kidney pathology early in type 1 diabetes remains unknown. METHODS We investigated associations of biomarkers of tubular injury and inflammation with kidney structural features in 244 adults with type 1 diabetes from the Renin-Angiotensin System Study, a randomized, placebo-controlled trial testing effects of enalapril or losartan on changes in glomerular, tubulointerstitial, and vascular parameters from baseline to 5-year kidney biopsies. Biosamples at biopsy were assessed for kidney injury molecule 1 (KIM-1), soluble TNF receptor 1 (sTNFR1), arginine-to-citrulline ratio in plasma, and uromodulin and epidermal growth factor (EGF) in urine. We examined cross-sectional correlations between biomarkers and biopsy features and baseline biomarker associations with 5-year changes in biopsy features. RESULTS Participants' mean age was 30 years (SD 10) and diabetes duration 11 years (SD 5); 53% were women. The mean GFR measured by iohexol disappearance was 128 ml/min per 1.73 m 2 (SD 19) and median urinary albumin excretion was 5 μ g/min (interquartile range, 3-8). KIM-1 was associated with most biopsy features: higher mesangial fractional volume (0.5% [95% confidence interval (CI), 0.1 to 0.9] greater per SD KIM-1), glomerular basement membrane (GBM) width (14.2 nm [95% CI, 6.5 to 22.0] thicker), cortical interstitial fractional volume (1.1% [95% CI, 0.6 to 1.6] greater), fractional volume of cortical atrophic tubules (0.6% [95% CI, 0.2 to 0.9] greater), and arteriolar hyalinosis index (0.03 [95% CI, 0.1 to 0.05] higher). sTNFR1 was associated with higher mesangial fractional volume (0.9% [95% CI, 0.5 to 1.3] greater) and GBM width (12.5 nm [95% CI, 4.5 to 20.5] thicker) and lower GBM surface density (0.003 μ m 2 / μ m 3 [95% CI, 0.005 to 0.001] lesser). EGF and arginine-to-citrulline ratio correlated with severity of glomerular and tubulointerstitial features. Baseline sTNFR1, uromodulin, and EGF concentrations were associated with 5-year glomerular and tubulointerstitial feature progression. CONCLUSIONS Biomarkers of tubular injury and inflammation were associated with kidney structural parameters in early type 1 diabetes and may be indicators of kidney disease risk. CLINICAL TRIAL REGISTRY NAME AND REGISTRATION NUMBER Renin Angiotensin System Study (RASS/B-RASS), NCT00143949.
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Affiliation(s)
- Christine P. Limonte
- Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
- Kidney Research Institute, University of Washington, Seattle, Washington
| | - David K. Prince
- Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
- Kidney Research Institute, University of Washington, Seattle, Washington
| | - Andrew N. Hoofnagle
- Kidney Research Institute, University of Washington, Seattle, Washington
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington
| | - Andrzej Galecki
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan
- Department of Biostatistics, University of Michigan Medical School, Ann Arbor, Michigan
| | - Irl B. Hirsch
- Division of Metabolism, Endocrinology, and Nutrition, Department of Medicine, University of Washington, Seattle, Washington
| | - Frances Tian
- Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
- Kidney Research Institute, University of Washington, Seattle, Washington
| | - Sushrut S. Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center, Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Helen C. Looker
- Chronic Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona
| | - Robert G. Nelson
- Chronic Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona
| | - Alessandro Doria
- Section on Genetics and Epidemiology, Research Division, Joslin Diabetes Center, Boston, Massachusetts
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Michael Mauer
- Department of Pediatrics and Medicine, University of Minnesota, Minneapolis, Massachusetts
| | - Bryan R. Kestenbaum
- Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
- Kidney Research Institute, University of Washington, Seattle, Washington
| | - Ian H. de Boer
- Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
- Kidney Research Institute, University of Washington, Seattle, Washington
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21
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Sharma K, Zhang G, Hansen J, Bjornstad P, Lee HJ, Menon R, Hejazi L, Liu JJ, Franzone A, Looker HC, Choi BY, Fernandez R, Venkatachalam MA, Kugathasan L, Sridhar VS, Natarajan L, Zhang J, Sharma VS, Kwan B, Waikar SS, Himmelfarb J, Tuttle KR, Kestenbaum B, Fuhrer T, Feldman HI, de Boer IH, Tucci FC, Sedor J, Heerspink HL, Schaub J, Otto EA, Hodgin JB, Kretzler M, Anderton CR, Alexandrov T, Cherney D, Lim SC, Nelson RG, Gelfond J, Iyengar R. Endogenous adenine mediates kidney injury in diabetic models and predicts diabetic kidney disease in patients. J Clin Invest 2023; 133:e170341. [PMID: 37616058 PMCID: PMC10575723 DOI: 10.1172/jci170341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 08/10/2023] [Indexed: 08/25/2023] Open
Abstract
Diabetic kidney disease (DKD) can lead to end-stage kidney disease (ESKD) and mortality; however, few mechanistic biomarkers are available for high-risk patients, especially those without macroalbuminuria. Urine from participants with diabetes from the Chronic Renal Insufficiency Cohort (CRIC) study, the Singapore Study of Macro-angiopathy and Micro-vascular Reactivity in Type 2 Diabetes (SMART2D), and the American Indian Study determined whether urine adenine/creatinine ratio (UAdCR) could be a mechanistic biomarker for ESKD. ESKD and mortality were associated with the highest UAdCR tertile in the CRIC study and SMART2D. ESKD was associated with the highest UAdCR tertile in patients without macroalbuminuria in the CRIC study, SMART2D, and the American Indian study. Empagliflozin lowered UAdCR in nonmacroalbuminuric participants. Spatial metabolomics localized adenine to kidney pathology, and single-cell transcriptomics identified ribonucleoprotein biogenesis as a top pathway in proximal tubules of patients without macroalbuminuria, implicating mTOR. Adenine stimulated matrix in tubular cells via mTOR and stimulated mTOR in mouse kidneys. A specific inhibitor of adenine production was found to reduce kidney hypertrophy and kidney injury in diabetic mice. We propose that endogenous adenine may be a causative factor in DKD.
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Affiliation(s)
- Kumar Sharma
- Center for Precision Medicine and
- Division of Nephrology, Department of Medicine, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Guanshi Zhang
- Center for Precision Medicine and
- Division of Nephrology, Department of Medicine, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Jens Hansen
- Department of Pharmacological Sciences and Institute for Systems Biomedicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Petter Bjornstad
- Division of Nephrology, Department of Medicine and Section of Endocrinology, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Hak Joo Lee
- Center for Precision Medicine and
- Division of Nephrology, Department of Medicine, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Rajasree Menon
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Leila Hejazi
- Center for Precision Medicine and
- SygnaMap Inc., San Antonio, Texas, USA
| | - Jian-Jun Liu
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore
| | | | - Helen C. Looker
- Chronic Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
| | - Byeong Yeob Choi
- Center for Precision Medicine and
- Department of Population Health Sciences and
| | | | - Manjeri A. Venkatachalam
- Center for Precision Medicine and
- Department of Pathology, University of Texas Health Science Center at San Antonio, Texas, USA
| | - Luxcia Kugathasan
- Department of Medicine, Division of Nephrology, University Health Network, Toronto, Ontario, Canada. Department of Physiology and Cardiovascular Sciences Collaborative Specialization, University of Toronto, Toronto, Canada
| | - Vikas S. Sridhar
- Department of Medicine, Division of Nephrology, University Health Network, Toronto, Ontario, Canada. Department of Physiology and Cardiovascular Sciences Collaborative Specialization, University of Toronto, Toronto, Canada
| | - Loki Natarajan
- Herbert Wertheim School of Public Health and
- Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Jing Zhang
- Moores Cancer Center, University of California, San Diego, La Jolla, California, USA
| | - Varun S. Sharma
- CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Brian Kwan
- Department of Health Science, California State University, Long Beach, Long Beach, California, USA
| | - Sushrut S. Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University, Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Jonathan Himmelfarb
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | - Katherine R. Tuttle
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | - Bryan Kestenbaum
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | - Tobias Fuhrer
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Harold I. Feldman
- Center for Clinical Epidemiology and Biostatistics and Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, USA
- Patient-Centered Outcomes Research Institute, Washington, DC, USA
| | - Ian H. de Boer
- Department of Medicine, Division of Nephrology, Kidney Research Institute, University of Washington, Seattle, Washington, USA
| | | | | | - Hiddo Lambers Heerspink
- Department of Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, Netherlands
- The George Institute for Global Health, Sydney, Australia
| | - Jennifer Schaub
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Edgar A. Otto
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Jeffrey B. Hodgin
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Matthias Kretzler
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Christopher R. Anderton
- Center for Precision Medicine and
- Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington, USA
| | - Theodore Alexandrov
- Structural and Computational Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
| | - David Cherney
- Department of Medicine, Division of Nephrology, University Health Network, Toronto, Ontario, Canada. Department of Physiology and Cardiovascular Sciences Collaborative Specialization, University of Toronto, Toronto, Canada
| | - Su Chi Lim
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore
- Diabetes Center, Admiralty Medical Center, Khoo Teck Puat Hospital, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Robert G. Nelson
- Chronic Kidney Disease Section, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, Arizona, USA
| | - Jonathan Gelfond
- Center for Precision Medicine and
- Department of Population Health Sciences and
| | - Ravi Iyengar
- Department of Pharmacological Sciences and Institute for Systems Biomedicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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22
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Buckley L, Palsson R, Waikar SS. Linking Kidney Vessel Scarring to Cardiovascular Risk-Reply. JAMA Cardiol 2023; 8:1000. [PMID: 37672259 DOI: 10.1001/jamacardio.2023.2755] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/07/2023]
Affiliation(s)
- Leo Buckley
- Department of Pharmacy Services, Brigham and Women's Hospital, Boston, Massachusetts
| | - Ragnar Palsson
- Nephrology Division, Department of Medicine, Massachusetts General Hospital, Boston
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
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23
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Ku E, Del Vecchio L, Eckardt KU, Haase VH, Johansen KL, Nangaku M, Tangri N, Waikar SS, Więcek A, Cheung M, Jadoul M, Winkelmayer WC, Wheeler DC. Novel anemia therapies in chronic kidney disease: conclusions from a Kidney Disease: Improving Global Outcomes (KDIGO) Controversies Conference. Kidney Int 2023; 104:655-680. [PMID: 37236424 DOI: 10.1016/j.kint.2023.05.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 05/11/2023] [Accepted: 05/15/2023] [Indexed: 05/28/2023]
Abstract
Anemia is common in patients with chronic kidney disease and is associated with a high burden of morbidity and adverse clinical outcomes. In 2012, Kidney Disease: Improving Global Outcomes (KDIGO) published a guideline for the diagnosis and management of anemia in chronic kidney disease. Since then, new data from studies assessing established and emerging therapies for the treatment of anemia and iron deficiency have become available. Beginning in 2019, KDIGO planned 2 Controversies Conferences to review the new evidence and its potential impact on the management of anemia in clinical practice. Here, we report on the second of these conferences held virtually in December 2021, which focused on a new class of agents-the hypoxia-inducible factor-prolyl hydroxylase inhibitors (HIF-PHIs). This report provides a review of the consensus points and controversies from this second conference and highlights areas that warrant prioritization for future research.
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Affiliation(s)
- Elaine Ku
- Division of Nephrology, Department of Medicine, University of California San Francisco, San Francisco, California, USA; Division of Pediatric Nephrology, Department of Pediatrics, University of California San Francisco, San Francisco, California, USA; Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA.
| | - Lucia Del Vecchio
- Department of Nephrology and Dialysis, Sant'Anna Hospital, ASST Lariana, Como, Italy
| | - Kai-Uwe Eckardt
- Department of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Volker H Haase
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA; Department of Molecular Physiology and Biophysics, Vanderbilt University School of Medicine, Nashville, Tennessee, USA; Program in Cancer Biology, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Kirsten L Johansen
- Division of Nephrology, Hennepin Healthcare, Minneapolis, Minnesota, USA; Division of Nephrology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Masaomi Nangaku
- Division of Nephrology and Endocrinology, The University of Tokyo Graduate School of Medicine, Tokyo, Japan
| | - Navdeep Tangri
- Chronic Disease Innovation Centre, Seven Oaks General Hospital, Winnipeg, Manitoba, Canada; Department of Internal Medicine, Max Rady College of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Andrzej Więcek
- Department of Nephrology, Transplantation and Internal Medicine, Medical University of Silesia, Katowice, Poland
| | - Michael Cheung
- Kidney Disease: Improving Global Outcomes (KDIGO), Brussels, Belgium
| | - Michel Jadoul
- Cliniques Universitaires Saint Luc, Université Catholique de Louvain, Brussels, Belgium
| | - Wolfgang C Winkelmayer
- Selzman Institute for Kidney Health, Section of Nephrology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - David C Wheeler
- Department of Renal Medicine, University College London, London, UK.
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Alostaz M, Correa S, Lundy GS, Waikar SS, Mc Causland FR. Time of hemodialysis and risk of intradialytic hypotension and intradialytic hypertension in maintenance hemodialysis. J Hum Hypertens 2023; 37:880-890. [PMID: 36599899 DOI: 10.1038/s41371-022-00799-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 12/11/2022] [Accepted: 12/21/2022] [Indexed: 01/05/2023]
Abstract
Intradialytic hypotension and intradialytic hypertension are complications of hemodialysis (HD) associated with a higher risk of cardiovascular disease (CVD) and death. Blood pressure (BP) normally fluctuates in a circadian pattern, but whether the risk of intradialytic hypotension and intradialytic hypertension varies according to the time of the HD session is unknown. We analyzed two cohorts of thrice-weekly maintenance HD (N = 1838 patients/n = 64,503 sessions from the Hemodialysis [HEMO] Study, and N = 3302 patients/n = 33,590 sessions from Satellite Healthcare). Random effects logistic regression models examined the association of HD start time (at or before 9:00 a.m. [early AM], between 9:01 a.m. and 12:00 p.m. [late AM], and at or after 12:01 p.m. [PM]) with intradialytic hypotension (defined as nadir intra-HD systolic BP (SBP) < 90 mmHg if pre-HD SBP < 160 mmHg, or <100 mmHg if pre-HD SBP ≥ 160 mmHg) and intradialytic hypertension (SBP increase ≥ 10 mmHg from pre-HD to post-HD). Compared to early AM, late AM and PM were associated with an 8% (aOR 0.92, 95% CI 0.83-1.02) and a 16% (aOR 0.84, 95% CI 0.75-0.95) lower risk of intradialytic hypotension in HEMO, respectively. Conversely, compared to early AM, a monotonic higher risk of intradialytic hypertension was observed for late AM (aOR 1.23, 95% CI 1.12-1.35) and PM (aOR 1.41, 95% CI 1.27-1.56) in HEMO. These findings were consistent in Satellite. In two large cohorts of maintenance HD, we observed a monotonic lower risk of intradialytic hypotension and a monotonic higher risk of intradialytic hypertension with later dialysis start times. Whether HD treatment allocation to certain times of the day in hypotensive-prone or hypertensive-prone patients improves outcomes deserves further investigation.
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Affiliation(s)
- Murad Alostaz
- Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Simon Correa
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA.
- Yale New Haven Hospital, New Haven, CT, USA.
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Gavin S Lundy
- Queen's University Belfast, Belfast, Northern Ireland
| | - Sushrut S Waikar
- Renal Section, Department of Medicine, Boston University Medical Center, Boston, MA, USA
| | - Finnian R Mc Causland
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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25
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Seethapathy H, Zhao S, Ouyang T, Passos C, Sarang A, Cheung PW, Waikar SS, Steele DJR, Kalim S, Allegretti AS, Ayus JC, Nigwekar SU. Severe Hyponatremia Correction, Mortality, and Central Pontine Myelinolysis. NEJM Evid 2023; 2:EVIDoa2300107. [PMID: 38320180 DOI: 10.1056/evidoa2300107] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2024]
Abstract
Severe Hyponatremia Correction, Mortality, and CPMWe examined 3274 patients in the hospital with admission serum sodium of less than 120 mEq/l for the development of central pontine myelinolysis (CPM). Seven patients with CPM were identified; five developed CPM despite a sodium correction rate of less than or equal to 8 mEq/l/24 hours.
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Affiliation(s)
- Harish Seethapathy
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Sophia Zhao
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Tianqi Ouyang
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Christie Passos
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Adviti Sarang
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Pui W Cheung
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston
| | - David J R Steele
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Sahir Kalim
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Andrew S Allegretti
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Juan Carlos Ayus
- Department of Nephrology and Hypertension, University of California, Irvine, CA
| | - Sagar U Nigwekar
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston
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Zhu K, Mukherjee K, Wei C, Hayek SS, Collins A, Gu C, Corapi K, Altintas MM, Wang Y, Waikar SS, Bianco AC, Koch A, Tacke F, Reiser J, Sever S. The D2D3 form of uPAR acts as an immunotoxin and may cause diabetes and kidney disease. Sci Transl Med 2023; 15:eabq6492. [PMID: 37729431 DOI: 10.1126/scitranslmed.abq6492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/31/2023] [Indexed: 09/22/2023]
Abstract
Soluble urokinase plasminogen activator receptor (suPAR) is a risk factor for kidney diseases. In addition to suPAR, proteolysis of membrane-bound uPAR results in circulating D1 and D2D3 proteins. We showed that when exposed to a high-fat diet, transgenic mice expressing D2D3 protein developed progressive kidney disease marked by microalbuminuria, elevated serum creatinine, and glomerular hypertrophy. D2D3 transgenic mice also exhibited insulin-dependent diabetes mellitus evidenced by decreased levels of insulin and C-peptide, impaired glucose-stimulated insulin secretion, decreased pancreatic β cell mass, and high fasting blood glucose. Injection of anti-uPAR antibody restored β cell mass and function in D2D3 transgenic mice. At the cellular level, the D2D3 protein impaired β cell proliferation and inhibited the bioenergetics of β cells, leading to dysregulated cytoskeletal dynamics and subsequent impairment in the maturation and trafficking of insulin granules. D2D3 protein was predominantly detected in the sera of patients with nephropathy and insulin-dependent diabetes mellitus. These sera inhibited glucose-stimulated insulin release from human islets in a D2D3-dependent manner. Our study showed that D2D3 injures the kidney and pancreas and suggests that targeting this protein could provide a therapy for kidney diseases and insulin-dependent diabetes mellitus.
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Affiliation(s)
- Ke Zhu
- Department of Medicine, Rush University Medical Center, Chicago, IL 60612, USA
| | - Kamalika Mukherjee
- Harvard Medical School and Division of Nephrology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Changli Wei
- Department of Medicine, Rush University Medical Center, Chicago, IL 60612, USA
| | - Salim S Hayek
- Division of Cardiology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Agnieszka Collins
- Harvard Medical School and Division of Nephrology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Changkyu Gu
- Harvard Medical School and Division of Nephrology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Kristin Corapi
- Harvard Medical School and Division of Nephrology, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Mehmet M Altintas
- Department of Medicine, Rush University Medical Center, Chicago, IL 60612, USA
| | - Yong Wang
- Department of Surgery, University of Virginia, Charlottesville, VA 22903, USA
| | - Sushrut S Waikar
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, MA 02129, USA
| | - Antonio C Bianco
- Division of Endocrinology, Department of Medicine, University of Chicago, Chicago, IL 60637, USA
| | - Alexander Koch
- Department of Gastroenterology, Metabolic Diseases and Internal Intensive Care Medicine, University Hospital Aachen, 52072 Aachen, Germany
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité - Universitätsmedizin Berlin, 13353 Berlin, Germany
| | - Jochen Reiser
- Department of Medicine, Rush University Medical Center, Chicago, IL 60612, USA
| | - Sanja Sever
- Harvard Medical School and Division of Nephrology, Massachusetts General Hospital, Charlestown, MA 02129, USA
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27
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Vasquez-Rios G, Katz R, Levitan EB, Cushman M, Parikh CR, Kimmel PL, Bonventre JV, Waikar SS, Schrauben SJ, Greenberg JH, Sarnak MJ, Ix JH, Shlipak MG, Gutierrez OM. Urinary Biomarkers of Kidney Tubule Health and Mortality in Persons with CKD and Diabetes Mellitus. Kidney360 2023; 4:e1257-e1264. [PMID: 37533144 PMCID: PMC10547219 DOI: 10.34067/kid.0000000000000226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 07/24/2023] [Indexed: 08/04/2023]
Abstract
Key Points Among adults with diabetes and CKD, biomarkers of kidney tubule health were associated with a greater risk of death, independent of eGFR, albuminuria, and additional risk factors. Higher urine levels of YKL-40 and KIM-1 were associated with a greater risk of death. For cause-specific death, UMOD was independently and inversely associated with the risk of cardiovascular death. Background Kidney disease assessed by serum creatinine and albuminuria are strongly associated with mortality in diabetes. These markers primarily reflect glomerular function and injury. Urine biomarkers of kidney tubule health were recently associated with the risk of kidney failure in persons with CKD and diabetes. Associations of these biomarkers with risk of death are poorly understood. Methods In 560 persons with diabetes and eGFR ≤60 ml/min per 1.73 m2 from the Reasons for Geographic and Racial Differences in Stroke study (47% male, 53% Black), we measured urine biomarkers of kidney tubule health at baseline: monocyte chemoattractant protein-1 (MCP-1), alpha-1-microglobulin, kidney injury molecule-1 (KIM-1), EGF, chitinase-3-like protein 1 (YKL-40), and uromodulin (UMOD). Cox proportional hazards regression was used to examine the associations of urine biomarkers with all-cause and cause-specific mortality in nested models adjusted for urine creatinine, demographics, mortality risk factors, eGFR, and urine albumin. Results The mean (SD) age was 70 (9.6) years, and baseline eGFR was 40 (3) ml/min per 1.73 m2. There were 310 deaths over a mean follow-up of 6.5 (3.2) years. In fully adjusted models, each two-fold higher urine concentration of KIM-1 and YKL-40 were associated with all-cause mortality (hazard ratio [HR] 1.15, 95% confidence interval [CI], 1.01 to 1.31 and 1.13, 95% CI, 1.07 to 1.20, respectively). When examining cause-specific mortality, higher UMOD was associated with a lower risk of cardiovascular death (adjusted HR per two-fold higher concentration 0.87, 95% CI, 0.77 to 0.99), and higher MCP-1 was associated with higher risk of cancer death (HR per two-fold higher concentration 1.52, 95% CI, 1.05 to 2.18). Conclusion Among persons with diabetes and CKD, higher urine KIM-1 and YKL-40 were associated with a higher risk of all-cause mortality independently of established risk factors. Urine UMOD and MCP-1 were associated with cardiovascular and cancer-related death, respectively.
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Affiliation(s)
- George Vasquez-Rios
- Division of Nephrology , Department of Internal Medicine , Icahn School of Medicine at Mount Sinai , Manhattan , New York
| | - Ronit Katz
- Department of Obstetrics and Gynecology , University of Washington , Seattle , Washington
| | - Emily B Levitan
- Department of Epidemiology , University of Alabama at Birmingham , Birmingham , Alabama
| | - Mary Cushman
- Departments of Medicine and Pathology and Laboratory Medicine , Larner College of Medicine at the University of Vermont , Burlington , Vermont
| | - Chirag R Parikh
- Section of Nephrology , Department of Internal Medicine , Johns Hopkins School of Medicine , Baltimore , Maryland
| | - Paul L Kimmel
- National Institute of Diabetes and Digestive and Kidney Diseases , Bethesda , Maryland
| | - Joseph V Bonventre
- Division of Nephrology , Department of Medicine , Brigham and Women's Hospital , Boston , Massachusetts
| | - Sushrut S Waikar
- Section of Nephrology , Department of Medicine , Boston Medical Center , Boston , Massachusetts
| | - Sarah J Schrauben
- Department of Medicine , Perelman School of Medicine , Center for Clinical Epidemiology and Biostatistics at the Perelman School of Medicine at the University of Pennsylvania , Philadelphia , Pennsylvania
| | - Jason H Greenberg
- Section of Nephrology , Department of Pediatrics , Program of Applied Translational Research , Yale University School of Medicine , New Haven , Connecticut
| | - Mark J Sarnak
- Division of Nephrology , Department of Medicine , Tufts Medical Center , Boston , Massachusetts
| | - Joachim H Ix
- Division of Nephrology-Hypertension , Department of Medicine , University of California San Diego , San Diego , California
- Veterans Affairs San Diego Healthcare System , San Diego , California
| | - Michael G Shlipak
- Kidney Health Research Collaborative , San Francisco Veterans Affairs Healthcare System and University of California , San Francisco , California
| | - Orlando M Gutierrez
- Departments of Medicine and Epidemiology , University of Alabama at Birmingham , Birmingham , Alabama
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Menon R, Otto EA, Barisoni L, Melo Ferreira R, Limonte CP, Godfrey B, Eichinger F, Nair V, Naik AS, Subramanian L, D'Agati V, Henderson JM, Herlitz L, Kiryluk K, Moledina DG, Moeckel GW, Palevsky PM, Parikh CR, Randhawa P, Rosas SE, Rosenberg AZ, Stillman I, Toto R, Torrealba J, Vazquez MA, Waikar SS, Alpers CE, Nelson RG, Eadon MT, Kretzler M, Hodgin JB. Defining the molecular correlate of arteriolar hyalinosis in kidney disease progression by integration of single cell transcriptomic analysis and pathology scoring. medRxiv 2023:2023.06.14.23291150. [PMID: 37398386 PMCID: PMC10312894 DOI: 10.1101/2023.06.14.23291150] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Arteriolar hyalinosis in kidneys is an independent predictor of cardiovascular disease, the main cause of mortality in chronic kidney disease (CKD). The underlying molecular mechanisms of protein accumulation in the subendothelial space are not well understood. Using single cell transcriptomic data and whole slide images from kidney biopsies of patients with CKD and acute kidney injury in the Kidney Precision Medicine Project, the molecular signals associated with arteriolar hyalinosis were evaluated. Co-expression network analysis of the endothelial genes yielded three gene set modules as significantly associated with arteriolar hyalinosis. Pathway analysis of these modules showed enrichment of transforming growth factor beta / bone morphogenetic protein (TGFβ / BMP) and vascular endothelial growth factor (VEGF) signaling pathways in the endothelial cell signatures. Ligand-receptor analysis identified multiple integrins and cell adhesion receptors as over-expressed in arteriolar hyalinosis, suggesting a potential role of integrin-mediated TGFβ signaling. Further analysis of arteriolar hyalinosis associated endothelial module genes identified focal segmental glomerular sclerosis as an enriched term. On validation in gene expression profiles from the Nephrotic Syndrome Study Network cohort, one of the three modules was significantly associated with the composite endpoint (> 40% reduction in estimated glomerular filtration rate (eGFR) or kidney failure) independent of age, sex, race, and baseline eGFR, suggesting poor prognosis with elevated expression of genes in this module. Thus, integration of structural and single cell molecular features yielded biologically relevant gene sets, signaling pathways and ligand-receptor interactions, underlying arteriolar hyalinosis and putative targets for therapeutic intervention.
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29
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Ferkowicz MJ, Verma A, Barwinska D, Melo Ferreira R, Henderson JM, Kirkpatrick M, Silva PS, Steenkamp DW, Phillips CL, Waikar SS, Sutton TA. Molecular Signatures of Glomerular Neovascularization in a Patient with Diabetic Kidney Disease. Clin J Am Soc Nephrol 2023; 19:01277230-990000000-00211. [PMID: 37533147 PMCID: PMC10861111 DOI: 10.2215/cjn.0000000000000276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 07/26/2023] [Indexed: 08/04/2023]
Abstract
The Kidney Precision Medicine Project (KPMP) aims to create a kidney tissue atlas, define disease subgroups, and identify critical cells, pathways, and targets for novel therapies through molecular investigation of human kidney biopsies obtained from participants with acute kidney injury (AKI) or chronic kidney disease (CKD). We present the case of a 66-year-old woman with diabetic kidney disease who underwent a protocol KPMP kidney biopsy. Her clinical history included diabetes mellitus complicated by neuropathy and eye disease, increased insulin resistance, hypertension, albuminuria, and relatively preserved glomerular filtration rate (early CKD stage 3a). The patient's histopathology was consistent with diabetic nephropathy and arterial and arteriolar sclerosis. Three-dimensional, immunofluorescence imaging of the kidney biopsy specimen revealed extensive peri-glomerular neovascularization that was underestimated by standard histopathologic approaches. Spatial transcriptomics was performed to obtain gene expression signatures at discrete areas of the kidney biopsy. Gene expression in the areas of glomerular neovascularization revealed increased expression of genes involved in angiogenic signaling, proliferation and survival of endothelial cells, as well as new vessel maturation and stability. This molecular correlation provides additional insights into the development of kidney disease in patients with diabetes and spotlights how novel molecular techniques employed by the KPMP can supplement and enrich the histopathologic diagnosis obtained from a kidney biopsy.
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Affiliation(s)
- Michael J. Ferkowicz
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Ashish Verma
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Daria Barwinska
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Ricardo Melo Ferreira
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Joel M. Henderson
- Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Mary Kirkpatrick
- Section of Endocrinology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Paolo S. Silva
- Beetham Eye Institute, Joslin Diabetes Center, Boston, Massachusetts
- Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts
| | - Devin W. Steenkamp
- Section of Endocrinology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Carrie L. Phillips
- Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, Indiana
| | - Sushrut S. Waikar
- Section of Nephrology, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Timothy A. Sutton
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
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Claudel SE, Waikar SS, Schmidt IM, Verma A. Kidney Disease-Related Mortality Among Asian Americans. Kidney Med 2023; 5:100676. [PMID: 37576431 PMCID: PMC10421978 DOI: 10.1016/j.xkme.2023.100676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/15/2023] Open
Affiliation(s)
- Sophie E. Claudel
- Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Sushrut S. Waikar
- Renal Section, Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Insa M. Schmidt
- Renal Section, Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
| | - Ashish Verma
- Renal Section, Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA
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31
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Rizzolo K, Gonzalez Jauregui R, Barrientos I, Teakell J, Camacho C, Chonchol M, Waikar SS, Cervantes L. Barriers and Facilitators to Home Dialysis Among Latinx Patients with Kidney Disease. JAMA Netw Open 2023; 6:e2328944. [PMID: 37581885 PMCID: PMC10427944 DOI: 10.1001/jamanetworkopen.2023.28944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/02/2023] [Indexed: 08/16/2023] Open
Abstract
Importance Latinx people have a high burden of kidney disease but are less likely to receive home dialysis compared to non-Latinx White people. The disparity in home dialysis therapy has not been completely explained by demographic, medical, or social factors. Objective To understand the barriers and facilitators to home dialysis therapy experienced by Latinx individuals with kidney failure receiving home dialysis. Design, Setting, and Participants This qualitative study used semistructured interviews with Latinx adults with kidney failure receiving home dialysis therapy in Denver, Colorado, and Houston, Texas, between November 2021 and March 2023. Patients were recruited from home dialysis clinics affiliated with academic medical centers. Of 39 individuals approached, 27 were included in the study. Interviews were audio-recorded, transcribed verbatim, and analyzed using thematic analysis. Main Outcomes and Measures Themes and subthemes regarding barriers and facilitators to home dialysis therapy. Results A total of 27 Latinx adults (17 [63%] female and 10 [37%] male) with kidney failure who were receiving home dialysis participated. Themes and subthemes were identified, 3 related to challenges with home dialysis and 2 related to facilitators. Challenges to home dialysis included misinformation and immigration-related barriers to care (including cultural stigma of dialysis, misinformation regarding chronic disease care, and lack of health insurance due to immigration status), limited dialysis education (including lack of predialysis care, no-nephrologist education, and shared decision-making), and maintenance of home dialysis (including equipment issues, lifestyle restrictions, and anxiety about complications). Facilitators to home dialysis included improved lifestyle (including convenience, autonomy, physical symptoms, and dietary flexibility) and support (including family involvement, relationships with staff, self-efficacy, and language concordance). Conclusions and Relevance Latinx participants in this study who were receiving home dialysis received misinformation and limited education regarding home dialysis, yet were engaged in self-advocacy and reported strong family and clinic support. These findings may inform new strategies aimed at improving access to home dialysis education and uptake for Latinx individuals with kidney disease.
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Affiliation(s)
- Katherine Rizzolo
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | | | - Ileana Barrientos
- Division of Renal Diseases and Hypertension, McGovern Medical School at UTHealth Houston, Houston, Texas
| | - Jade Teakell
- Division of Renal Diseases and Hypertension, McGovern Medical School at UTHealth Houston, Houston, Texas
| | - Claudia Camacho
- Department of Medicine, University of Colorado-Anschutz Medical Campus, Aurora
| | - Michel Chonchol
- Division of Nephrology, University of Colorado-Anschutz Medical Campus, Aurora
| | - Sushrut S. Waikar
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Lilia Cervantes
- Department of Medicine, University of Colorado-Anschutz Medical Campus, Aurora
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Jiang K, Greenberg JH, Abraham A, Xu Y, Schelling JR, Feldman HI, Schrauben SJ, Waikar SS, Shlipak MG, Wettersten N, Coca SG, Vasan RS, Gutierrez OM, Ix JH, Warady BA, Kimmel PL, Bonventre JV, Parikh CR, Mitsnefes MM, Denburg MR, Furth S. Associations of Biomarkers of Kidney Tubule Health, Injury, and Inflammation with Left Ventricular Hypertrophy in Children with CKD. Kidney360 2023; 4:1039-1047. [PMID: 37303083 PMCID: PMC10476681 DOI: 10.34067/kid.0000000000000183] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 05/23/2023] [Indexed: 06/13/2023]
Abstract
Key Points Higher plasma and urine kidney injury molecule-1, urine monocyte chemoattractant protein-1, and lower urine alpha-1-microglobulin were associated with left ventricular hypertrophy, even after adjustment for confounders. Biomarkers of tubular injury, dysfunction, and inflammation may indicate the severity of kidney pathology and are associated with left ventricular hypertrophy. Background Left ventricular hypertrophy (LVH) is common in children with CKD and is associated with an increased risk of cardiovascular disease and mortality. We have shown that several plasma and urine biomarkers are associated with increased risk of CKD progression. As CKD is associated with LVH, we sought to investigate the association between the biomarkers and LVH. Methods In the CKD in Children Cohort Study, children aged 6 months to 16 years with an eGFR of 30–90 ml/min per 1.73 m2 were enrolled at 54 centers in the United States and Canada. We measured plasma biomarkers kidney injury molecule-1 (KIM-1), tumor necrosis factor receptor-1, tumor necrosis factor receptor-2, soluble urokinase-type plasminogen activator receptor and urine KIM-1, monocyte chemoattractant protein-1 (MCP-1), YKL-40, alpha-1-microglobulin (alpha-1m), and epidermal growth factor in stored plasma and urine collected 5 months after enrollment. Echocardiograms were performed 1 year after enrollment. We assessed the cross-sectional association between the log2 biomarker levels and LVH (left ventricular mass index greater than or equal to the 95th percentile) using a Poisson regression model, adjusted for age, sex, race, body mass index, hypertension, glomerular diagnosis, urine protein-to-creatinine ratio, and eGFR at study entry. Results Among the 504 children, LVH prevalence was 12% (n =59) 1 year after enrollment. In a multivariable-adjusted model, higher plasma and urine KIM-1 and urine MCP-1 concentrations were associated with a higher prevalence of LVH (plasma KIM-1 prevalence ratio [PR] per log2: 1.27, 95% confidence interval [CI], 1.02 to 1.58; urine KIM-1 PR: 1.21, 95% CI, 1.11 to 1.48; and urine MCP-1 PR: 1.18, 95% CI, 1.04 to 1.34). After multivariable adjustment for covariates, lower urine alpha-1m was also associated with a higher prevalence of LVH (PR: 0.90, 95% CI, 0.82 to 0.99). Conclusions Higher plasma and urine KIM-1, urine MCP-1, and lower urine alpha-1m were each associated with LVH prevalence in children with CKD. These biomarkers may better inform risk and help elucidate the pathophysiology of LVH in pediatric CKD.
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Affiliation(s)
- Kuan Jiang
- Yale School of Medicine, New Haven, Connecticut
| | | | - Alison Abraham
- University of Colorado, Anschutz Medical Campus, Denver, Colorado
- Johns Hopkins University, Baltimore, Maryland
| | - Yunwen Xu
- Johns Hopkins University, Baltimore, Maryland
| | | | - Harold I. Feldman
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Sarah J. Schrauben
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | | | | | | | - Steven G. Coca
- Icahn School of Medicine at Mount Sinai, New York, New York
| | | | | | - Joachim H. Ix
- University of California San Diego, San Diego, California
| | | | | | | | | | | | | | - Susan Furth
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
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Lake BB, Menon R, Winfree S, Hu Q, Melo Ferreira R, Kalhor K, Barwinska D, Otto EA, Ferkowicz M, Diep D, Plongthongkum N, Knoten A, Urata S, Mariani LH, Naik AS, Eddy S, Zhang B, Wu Y, Salamon D, Williams JC, Wang X, Balderrama KS, Hoover PJ, Murray E, Marshall JL, Noel T, Vijayan A, Hartman A, Chen F, Waikar SS, Rosas SE, Wilson FP, Palevsky PM, Kiryluk K, Sedor JR, Toto RD, Parikh CR, Kim EH, Satija R, Greka A, Macosko EZ, Kharchenko PV, Gaut JP, Hodgin JB, Eadon MT, Dagher PC, El-Achkar TM, Zhang K, Kretzler M, Jain S. An atlas of healthy and injured cell states and niches in the human kidney. Nature 2023; 619:585-594. [PMID: 37468583 PMCID: PMC10356613 DOI: 10.1038/s41586-023-05769-3] [Citation(s) in RCA: 63] [Impact Index Per Article: 63.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 01/30/2023] [Indexed: 07/21/2023]
Abstract
Understanding kidney disease relies on defining the complexity of cell types and states, their associated molecular profiles and interactions within tissue neighbourhoods1. Here we applied multiple single-cell and single-nucleus assays (>400,000 nuclei or cells) and spatial imaging technologies to a broad spectrum of healthy reference kidneys (45 donors) and diseased kidneys (48 patients). This has provided a high-resolution cellular atlas of 51 main cell types, which include rare and previously undescribed cell populations. The multi-omic approach provides detailed transcriptomic profiles, regulatory factors and spatial localizations spanning the entire kidney. We also define 28 cellular states across nephron segments and interstitium that were altered in kidney injury, encompassing cycling, adaptive (successful or maladaptive repair), transitioning and degenerative states. Molecular signatures permitted the localization of these states within injury neighbourhoods using spatial transcriptomics, while large-scale 3D imaging analysis (around 1.2 million neighbourhoods) provided corresponding linkages to active immune responses. These analyses defined biological pathways that are relevant to injury time-course and niches, including signatures underlying epithelial repair that predicted maladaptive states associated with a decline in kidney function. This integrated multimodal spatial cell atlas of healthy and diseased human kidneys represents a comprehensive benchmark of cellular states, neighbourhoods, outcome-associated signatures and publicly available interactive visualizations.
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Affiliation(s)
- Blue B Lake
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
- San Diego Institute of Science, Altos Labs, San Diego, CA, USA
| | - Rajasree Menon
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - Seth Winfree
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Qiwen Hu
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - Ricardo Melo Ferreira
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Kian Kalhor
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Daria Barwinska
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Edgar A Otto
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, MI, USA
| | - Michael Ferkowicz
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Dinh Diep
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
- San Diego Institute of Science, Altos Labs, San Diego, CA, USA
| | - Nongluk Plongthongkum
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Amanda Knoten
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - Sarah Urata
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Laura H Mariani
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, MI, USA
| | - Abhijit S Naik
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, MI, USA
| | - Sean Eddy
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, MI, USA
| | - Bo Zhang
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - Yan Wu
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
- San Diego Institute of Science, Altos Labs, San Diego, CA, USA
| | - Diane Salamon
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - James C Williams
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Xin Wang
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | | | - Paul J Hoover
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Evan Murray
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Teia Noel
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Anitha Vijayan
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | | | - Fei Chen
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Sushrut S Waikar
- Section of Nephrology, Boston University School of Medicine and Boston Medical Center, Boston, MA, USA
| | - Sylvia E Rosas
- Kidney and Hypertension Unit, Joslin Diabetes Center, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Francis P Wilson
- Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Paul M Palevsky
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | - John R Sedor
- Lerner Research and Glickman Urology and Kidney Institutes, Cleveland Clinic, Cleveland, OH, USA
| | - Robert D Toto
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX, USA
| | - Chirag R Parikh
- Division of Nephrology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Eric H Kim
- Department of Surgery, Washington University School of Medicine, St Louis, MO, USA
| | | | - Anna Greka
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | | | - Peter V Kharchenko
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
- San Diego Institute of Science, Altos Labs, San Diego, CA, USA
| | - Joseph P Gaut
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA
| | - Jeffrey B Hodgin
- Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Michael T Eadon
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Pierre C Dagher
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Tarek M El-Achkar
- Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA.
| | - Kun Zhang
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA.
- San Diego Institute of Science, Altos Labs, San Diego, CA, USA.
| | - Matthias Kretzler
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, MI, USA.
| | - Sanjay Jain
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA.
- Department of Pathology and Immunology, Washington University School of Medicine, St Louis, MO, USA.
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Schmidt IM, Shohet M, Serrano M, Yadati P, Menn-Josephy H, Ilori T, Eneanya ND, Cleveland Manchanda EC, Waikar SS. Patients' Perspectives on Race and the Use of Race-Based Algorithms in Clinical Decision-Making: a Qualitative Study. J Gen Intern Med 2023; 38:2045-2051. [PMID: 36811702 PMCID: PMC9945816 DOI: 10.1007/s11606-023-08035-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 12/30/2022] [Indexed: 02/24/2023]
Abstract
BACKGROUND Clinical algorithms that incorporate race as a modifying factor to guide clinical decision-making have recently been criticized for propagating racial bias in medicine. Equations used to calculate lung or kidney function are examples of clinical algorithms that have different diagnostic parameters depending on an individual's race. While these clinical measures have multiple implications for clinical care, patients' awareness of and their perspectives on the application of such algorithms are unknown. OBJECTIVE To examine patients' perspectives on race and the use of race-based algorithms in clinical decision-making. DESIGN Qualitative study using semi-structured interviews. PARTICIPANTS Twenty-three adult patients recruited at a safety-net hospital in Boston, MA. APPROACH Interviews were analyzed using thematic content analysis and modified grounded theory. KEY RESULTS Among the 23 study participants, 11 were women and 15 self-identified as Black or African American. Three categories of themes emerged: The first theme described definitions and the individual meanings participants ascribed to the term race. The second theme described perspectives on the role and consideration of race in clinical decision-making. Most study participants were unaware that race has been used as a modifying factor in clinical equations and rejected the incorporation of race in these equations. The third theme related to exposure to and experience of racism in healthcare settings. Experiences described by non-White participants ranged from microaggressions to overt acts of racism, including perceived racist encounters with healthcare providers. In addition, patients alluded to a deep mistrust in the healthcare system as a major barrier to equitable care. CONCLUSIONS Our findings suggest that most patients are unaware of how race has been used to make risk assessments and guide clinical care. Further research on patients' perspectives is needed to inform the development of anti-racist policies and regulatory agendas as we move forward to combat systemic racism in medicine.
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Affiliation(s)
- Insa M Schmidt
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Evans Biomedical Research Center, 5th Floor, 650 Albany Street, Boston, MA, 02118, USA.
| | - Merav Shohet
- Department of Anthropology, Boston University College of Arts and Sciences, Boston, MA, USA
| | - Mariana Serrano
- UMass Memorial Health's Office for Diversity, Equity, Inclusion and Belonging, Boston, MA, USA
| | - Pranav Yadati
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Evans Biomedical Research Center, 5th Floor, 650 Albany Street, Boston, MA, 02118, USA
| | - Hanni Menn-Josephy
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Evans Biomedical Research Center, 5th Floor, 650 Albany Street, Boston, MA, 02118, USA
| | - Titilayo Ilori
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Evans Biomedical Research Center, 5th Floor, 650 Albany Street, Boston, MA, 02118, USA
| | - Nwamaka D Eneanya
- Division of Renal-Electrolyte and Hypertension, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Global Medical Office Fresenius Medical Care, Waltham, MA, USA
| | - Emily C Cleveland Manchanda
- Department of Emergency Medicine, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, MA, USA
| | - Sushrut S Waikar
- Section of Nephrology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Evans Biomedical Research Center, 5th Floor, 650 Albany Street, Boston, MA, 02118, USA
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Ilori TO, Zhen A, Velani RN, Zhao R, Echouffo-Tcheugui J, Anderson CA, Waikar SS, Kengne AP. The impact of dietary and lifestyle interventions on blood pressure management in sub-Saharan Africa: a systematic review and metanalysis. J Hypertens 2023; 41:918-925. [PMID: 36928004 PMCID: PMC10158605 DOI: 10.1097/hjh.0000000000003411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 01/20/2023] [Accepted: 02/10/2023] [Indexed: 03/18/2023]
Abstract
OBJECTIVES Current literature is lacking a comprehensive review of data on dietary interventions in blood pressure (BP) management in sub-Saharan African countries. We assessed the association of dietary and other lifestyle interventions with BP-lowering effects in populations within sub-Saharan Africa. METHODS We performed a systematic review and random-effects meta-analysis to determine the impact of dietary and lifestyle interventions on SBP and DBP in sub-Saharan Africa. We searched the MEDLINE, EMBASE, and Web of Science databases. We included intervention studies that were randomized and nonrandomized conducted in Africans residing in sub-Saharan Africa investigating diet and other lifestyle, physical activity, weight loss, tobacco, and alcohol cessation modifications. We determined the effect of diet and other lifestyle interventions on SBP and DBP. We expressed effect size as weighted mean difference and 95% confidence interval (CI). MAIN RESULTS : We identified six studies with a total of 1412 individuals, 38% males, mean age of 52.8 years (SD = 11.5). The weighted mean difference of dietary and other lifestyle interventions on SBP and DBP was -7.33 mmHg, (95% CI: -9.90 to -4.76, P < 0.001) and -2.98 mmHg, (95% CI: -4.28 to -1.69, P < 0.001), respectively. In the metaregression analyses, the duration of the interventions did not have any effect on changes in SBP and DBP. PRINCIPAL CONCLUSION : Dietary modifications showed a beneficial overall improvement in SBP and DBP in Africans. However, aside from low-salt interventions, studies on dietary potassium, healthy dietary patterns, and lifestyle modifications have not been investigated extensively in Africans and are in critical need. In addition, researchers will need to consider the settings (rural, urban, or semiurban) and the predominant existing dietary habits while designing studies on dietary interventions in sub-Saharan Africa. PROSPERO REGISTRATION CRD42020207923.
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Affiliation(s)
- Titilayo O. Ilori
- Nephrology Section, Department of Medicine, Boston Medical Center, Boston University School of Medicine
| | - Aileen Zhen
- Nephrology Section, Department of Medicine, Boston Medical Center, Boston University School of Medicine
| | - Romie N. Velani
- School of Public Health, Boston University, Boston, Massachusetts
| | - Runqi Zhao
- Nephrology Section, Department of Medicine, Boston Medical Center, Boston University School of Medicine
| | - Justin Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, John Hopkins University, Baltimore, Maryland
| | - Cheryl A.M. Anderson
- Department of Public Health, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA
| | - Sushrut S. Waikar
- Nephrology Section, Department of Medicine, Boston Medical Center, Boston University School of Medicine
| | - Andre P. Kengne
- Noncommunicable Diseases Research Unit, South African Medical Research Council, Durban and Cape Town
- Department of Medicine, University of Cape Town, Cape Town, South Africa
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Dubin RF, Deo R, Ren Y, Lee H, Shou H, Feldman H, Kimmel P, Waikar SS, Rhee EP, Tin A, Chen J, Coresh J, Go AS, Kelly T, Rao PS, Chen TK, Segal MR, Ganz P. Analytical and Biological Variability of a Commercial Modified Aptamer Assay in Plasma Samples of Patients with Chronic Kidney Disease. J Appl Lab Med 2023; 8:491-503. [PMID: 36705086 DOI: 10.1093/jalm/jfac145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 11/28/2022] [Indexed: 01/28/2023]
Abstract
BACKGROUND We carried out a study of the aptamer proteomic assay, SomaScan V4, to evaluate the analytical and biological variability of the assay in plasma samples of patients with moderate to severe chronic kidney disease (CKD). METHODS Plasma samples were selected from 2 sources: (a) 24 participants from the Chronic Renal Insufficiency Cohort (CRIC) and (b) 49 patients from the Brigham and Women's Hospital-Kidney/Renal Clinic. We calculated intra-assay variability from both sources and examined short-term biological variability in samples from the Brigham clinic. We also measured correlations of aptamer measurements with traditional biomarker assays. RESULTS A total of 4656 unique proteins (4849 total aptamer measures) were analyzed in all samples. Median (interquartile range [IQR] intra-assay CV) was 3.7% (2.8-5.3) in CRIC and 5.0% (3.8-7.0) in Brigham samples. Median (IQR) biological CV among Brigham samples drawn from one individual on 2 occasions separated by median (IQR) 7 (4-14) days was 8.7% (6.2-14). CVs were independent of CKD stage, diabetes, or albuminuria but were higher in patients with systemic lupus erythematosus. Rho correlations between aptamer and traditional assays for biomarkers of interest were cystatin C = 0.942, kidney injury model-1 = 0.905, fibroblast growth factor-23 = 0.541, tumor necrosis factor receptors 1 = 0.781 and 2 = 0.843, P < 10-100 for all. CONCLUSIONS Intra-assay and within-subject variability for SomaScan in the CKD setting was low and similar to assay variability reported from individuals without CKD. Intra-assay precision was excellent whether samples were collected in an optimal research protocol, as were CRIC samples, or in the clinical setting, as were the Brigham samples.
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Affiliation(s)
- Ruth F Dubin
- Division of Nephrology, University of Texas Southwestern Medical Center, San Francisco, CA, USA
| | - Rajat Deo
- Division of Cardiology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Yue Ren
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Hongzhe Lee
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Haochang Shou
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Harold Feldman
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
| | - Paul Kimmel
- Division of Kidney, Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, Washington, DC, USA
| | - Sushrut S Waikar
- Division of Nephrology, Boston University School of Medicine, Boston, MA, USA
| | - Eugene P Rhee
- Division of Nephrology, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA
| | - Adrienne Tin
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS, USA
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jingsha Chen
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Joseph Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California Division of Research, Oakland, CA, USA
| | - Tanika Kelly
- Department of Epidemiology, Tulane University, New Orleans, LA, USA
| | - Paduranga S Rao
- Department of Medicine, University of Michigan Ann Arbor, Ann Arbor, MI, USA
| | - Teresa K Chen
- Division of Nephrology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Mark R Segal
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - Peter Ganz
- Division of Cardiology, University of California, San Francisco, San Francisco, CA, USA
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Mc Causland FR, Hsu JY, Himmelfarb J, Ikizler TA, Raj DS, Mehrotra R, Waikar SS, Kimmel PL, Kliger AS, Dember LM, Charytan DM. Effects of Spironolactone on Arrhythmias in Hemodialysis Patients: Secondary Results of the SPin-D Randomized Controlled Trial. Kidney360 2023; 4:e486-e495. [PMID: 36763641 PMCID: PMC10278797 DOI: 10.34067/kid.0000000000000067] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 12/21/2022] [Indexed: 02/12/2023]
Abstract
Key Points The effects of spironolactone on arrhythmia in patients receiving maintenance hemodialysis are unclear. In these post hoc analyses, spironolactone resulted in a higher frequency of bradycardia and conduction blocks, compared with placebo. Close monitoring may be warranted for patients on maintenance hemodialysis receiving MRAs, while definitive trial results are awaited. Background Patients receiving maintenance hemodialysis (HD) have a high incidence of cardiovascular events, including arrhythmia and sudden death. Spironolactone reduces the risk of cardiovascular events and sudden death in patients with heart failure, but the effects of spironolactone on arrhythmic events in patients treated with maintenance HD are unclear. Methods The Safety and Cardiovascular Efficacy of Spironolactone in Dialysis-Dependent ESRD (SPin-D) trial was a 36-week randomized, placebo-controlled, double-blind trial comparing three different doses of spironolactone with placebo in maintenance HD patients. We performed a post hoc analysis in a subset (n =57) who underwent extended electrocardiographic monitoring using a wearable device at baseline and follow-up. Generalized estimating equations models were fit to determine the associations of spironolactone (individual doses and combined) versus placebo on the incidence rate of predefined categories of arrhythmic events. Results The average age of participants was 55±12 years, 61% were male, and 77% were Black. The overall proportion of patients with at least one arrhythmia event was 43% (15/35) at baseline and 81% (43/53) at the end of follow-up. At the end of follow-up, the rate of bradycardic events or conduction blocks was higher in the combined spironolactone group, compared with placebo (82.4 versus 38.7 events/100 patient-days; P <0.001). Similar findings were noted in adjusted models, but did not meet statistical significance (adjusted rate ratio of 2.04; 95% confidence interval 0.83–5.05). Conclusions In a 36-week trial of patients receiving maintenance HD, a higher frequency of bradycardia and conduction blocks was observed among those treated with spironolactone treatment compared with placebo. Larger studies are required to investigate the longer-term effects of spironolactone on cardiac conduction in patients receiving HD.
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Affiliation(s)
- Finnian R Mc Causland
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Jesse Y Hsu
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jonathan Himmelfarb
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
| | - Talat Alp Ikizler
- Division of Nephrology and Hypertension, Department of Medicine, and Vanderbilt Center for Kidney Disease, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Dominic S Raj
- Division of Renal Diseases and Hypertension, George Washington University School of Medicine, Washington, DC
| | - Rajnish Mehrotra
- Kidney Research Institute, Division of Nephrology, Department of Medicine, University of Washington, Seattle, Washington
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Paul L Kimmel
- National Institute of Diabetes Digestive and Kidney Diseases, Bethesda, Maryland
| | - Alan S Kliger
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Laura M Dember
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
- Renal, Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - David M Charytan
- Nephrology Division, Department of Medicine, New York University Grossman School of Medicine, New York, New York
- NYU Langone Health, New York, New York
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Liu J, Bankir L, Verma A, Waikar SS, Palsson R. Association of the Urine-to-Plasma Urea Ratio With CKD Progression. Am J Kidney Dis 2023; 81:394-405. [PMID: 36356680 DOI: 10.1053/j.ajkd.2022.09.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 09/01/2022] [Indexed: 11/09/2022]
Abstract
RATIONALE & OBJECTIVES The urine-to-plasma (U/P) ratio of urea is correlated with urine-concentrating capacity and associated with progression of autosomal dominant polycystic kidney disease. As a proposed biomarker of tubular function, we hypothesized that the U/P urea ratio would also be associated with progression of more common forms of chronic kidney disease (CKD). STUDY DESIGN Observational cohort study. SETTING & PARTICIPANTS 3,723 adults in the United States with estimated glomerular filtration rate (eGFR) of 20-70 mL/min/1.73 m2, enrolled in the Chronic Renal Insufficiency Cohort (CRIC) Study. EXPOSURE U/P urea ratio, calculated from 24-hour urine collections and plasma samples at baseline. OUTCOME Associations of U/P urea ratio with eGFR slope, initiation of kidney replacement therapy (KRT), and CKD progression, defined as 50% decline in eGFR or incident KRT. ANALYTICAL APPROACH Multivariable linear mixed-effects models tested associations with eGFR slope. Cox proportional hazards models tested associations with dichotomous CKD outcomes. RESULTS The median U/P urea ratio was 14.8 (IQR, 9.5-22.2). Compared with participants in the highest U/P urea ratio quintile, those in the lowest quintile had a greater eGFR decline by 1.06 mL/min/1.73 m2 per year (P < 0.001) over 7.0 (IQR, 3.0-11.0) years of follow-up observation. Each 1-SD lower natural log-transformed U/P urea ratio was independently associated with CKD progression (HR, 1.22 [95% CI, 1.12-1.33]) and incident KRT (HR, 1.22 [95% CI, 1.10-1.33]). Associations differed by baseline eGFR (P interaction = 0.009). Among those with an eGFR ≥30 mL/min/1.73 m2, each 1-SD lower in ln(U/P urea ratio) was independently associated with CKD progression (HR, 1.30 [95% CI, 1.18-1.45]), but this was not significant among those with eGFR <30 mL/min/1.73 m2 (HR, 1.00 [95% CI, 0.84-1.20]). LIMITATIONS Possibility of residual confounding. Single baseline 24-hour urine collection for U/P urea ratio. CONCLUSIONS In a large and diverse cohort of patients with common forms of CKD, U/P urea was independently associated with disease progression and incident kidney failure. Associations were not significant among those with advanced CKD at baseline.
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Affiliation(s)
- Jing Liu
- Kidney Research Institute, Renal Division, West China Hospital of Sichuan University, Chengdu, People's Republic of China; Section of Nephrology, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Lise Bankir
- Centre de Recherche des Cordeliers, INSERM, Sorbonne Université, Université de Paris, Paris, France; CNRS, ERL 8228, Laboratoire de Physiologie Rénale et Tubulopathies, Paris, France
| | - Ashish Verma
- Section of Nephrology, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Sushrut S Waikar
- Section of Nephrology, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Ragnar Palsson
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts; Medical School, Harvard University, Boston, Massachusetts.
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Buckley LF, Schmidt IM, Verma A, Palsson R, Adam D, Shah AM, Srivastava A, Waikar SS. Associations Between Kidney Histopathologic Lesions and Incident Cardiovascular Disease in Adults With Chronic Kidney Disease. JAMA Cardiol 2023; 8:357-365. [PMID: 36884237 PMCID: PMC9996453 DOI: 10.1001/jamacardio.2023.0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 01/06/2023] [Indexed: 03/09/2023]
Abstract
Importance Histologic lesions in the kidney may reflect or contribute to systemic processes that may lead to adverse cardiovascular events. Objective To assess the association between kidney histopathologic lesion severity and the risk of incident major adverse cardiovascular events (MACE). Design, Setting, and Participants This prospective observational cohort study included participants without a history of myocardial infarction, stroke, or heart failure from the Boston Kidney Biopsy Cohort recruited from 2 academic medical centers in Boston, Massachusetts. Data were collected from September 2006 and November 2018, and data were analyzed from March to November 2021. Exposures Semiquantitative severity scores for kidney histopathologic lesions adjudicated by 2 kidney pathologists, a modified kidney pathology chronicity score, and primary clinicopathologic diagnostic categories. Main Outcomes and Measures The main outcome was the composite of death or incident MACE, which included myocardial infarction, stroke, and heart failure hospitalization. All cardiovascular events were independently adjudicated by 2 investigators. Cox proportional hazards models estimated associations of histopathologic lesions and scores with cardiovascular events adjusted for demographic characteristics, clinical risk factors, estimated glomerular filtration rate (eGFR), and proteinuria. Results Of 597 included participants, 308 (51.6%) were women, and the mean (SD) age was 51 (17) years. The mean (SD) eGFR was 59 (37) mL/min per 1.73 m2, and the median (IQR) urine protein to creatinine ratio was 1.54 (0.39-3.95). The most common primary clinicopathologic diagnoses were lupus nephritis, IgA nephropathy, and diabetic nephropathy. Over a median (IQR) of 5.5 (3.3-8.7) years of follow-up, the composite of death or incident MACE occurred in 126 participants (37 per 1000 person-years). Compared with the reference group of individuals with proliferative glomerulonephritis, the risk of death or incident MACE was highest in individuals with nonproliferative glomerulopathy (hazard ratio [HR], 2.61; 95% CI, 1.30-5.22; P = .002), diabetic nephropathy (HR, 3.56; 95% CI, 1.62-7.83; P = .002), and kidney vascular diseases (HR, 2.86; 95% CI, 1.51-5.41; P = .001) in fully adjusted models. The presence of mesangial expansion (HR, 2.98; 95% CI, 1.08-8.30; P = .04) and arteriolar sclerosis (HR, 1.68; 95% CI, 1.03-2.72; P = .04) were associated with an increased risk of death or MACE. Compared with minimal chronicity, greater chronicity was significantly associated with an increased risk of death or MACE (severe: HR, 2.50; 95% CI, 1.06-5.87; P = .04; moderate: HR, 1.66; 95% CI, 0.74-3.75; P = .22; mild: HR, 2.22; 95% CI, 1.01-4.89; P = .047) in fully adjusted models. Conclusions and Relevance In this study, specific kidney histopathological findings were associated with increased risks of CVD events. These results provide potential insight into mechanisms of the heart-kidney relationship beyond those provided by eGFR and proteinuria.
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Affiliation(s)
- Leo F. Buckley
- Department of Pharmacy Services, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Insa M. Schmidt
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Ashish Verma
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
| | - Ragnar Palsson
- Nephrology Division, Department of Medicine, Massachusetts General Hospital, Boston
| | - Debbie Adam
- Division of Renal Medicine, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Amil M. Shah
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Anand Srivastava
- Division of Nephrology, Department of Medicine, University of Illinois at Chicago
| | - Sushrut S. Waikar
- Section of Nephrology, Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts
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Ilori TO, Solarin A, Manmak M, Raji YR, Braimoh R, Kwakyi E, Umeizudike T, Ajepe T, Bolanle O, Ripiye N, Eduful E, Adebile T, Ijeoma C, Mumuni AA, Chern J, Akinpelu M, Ulasi I, Arogundade F, Salako BL, Gbadegesin R, Parekh RS, Dupuis J, Amira CO, Adu D, Anderson CA, Ojo A, Waikar SS. Rationale and Design of the Diet, CKD, and Apolipoprotein L1 Study in Low-Income and Middle-Income Countries. Kidney Int Rep 2023; 8:764-774. [PMID: 37069986 PMCID: PMC10105057 DOI: 10.1016/j.ekir.2023.01.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 01/14/2023] [Accepted: 01/16/2023] [Indexed: 01/26/2023] Open
Abstract
Introduction Diet, chronic kidney disease (CKD), and Apolipoprotein L1 (APOL1) (DCA) Study is examining the role of dietary factors in CKD progression and APOL1 nephropathy. We describe enrollment and retention efforts and highlight facilitators and barriers to enrollment and operational challenges, as well as accommodations made in the study protocol. Methods The DCA study is enrolling participants in 7 centers in West Africa. Participants who consented were invited to complete dietary recalls and 24-hour urine collections in year 1. We conducted focus groups and semistructured interviews among study personnel to identify facilitators and barriers to enrollment as well as retention and operational challenges in the execution of the study protocol. We analyzed emerging themes using content analyses. Results A total of 712 participants were enrolled in 18 months with 1256 24-hour urine and 1260 dietary recalls. Barriers to enrollment were the following: (i) a lack of understanding of research, (ii) the burden of research visits, and (iii) incorporating cultural and traditional nuances when designing research protocols. Factors facilitating enrollment were the following: (i) designing convenient research visits, (ii) building rapport and increased communication between the research team and participants, and (iii) cultural sensitivity - adapting research protocols for the populations involved. Offering home visits, providing free dietary counseling, reducing the volume of study blood collection, and reducing the frequency of visits were some changes made in the study protocol that increased participant satisfaction. Conclusion Adopting a participant-centered approach with accommodations in the protocol for cultural adaptability and incorporating participant feedback is vital for carrying out research in low-income and middle-income regions.
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Affiliation(s)
- Titilayo O. Ilori
- Division of Nephrology, Department of Medicine, Boston Medical Center, Boston University School of Medicine Boston, Massachusetts, USA
| | - Adaobi Solarin
- Department of Pediatrics and Child Health, College of Medicine, Lagos State University, Nigeria
| | - Mamven Manmak
- Department of Internal Medicine, University of Abuja, Nigeria
| | - Yemi R. Raji
- Department of Medicine, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Rotimi Braimoh
- Department of Medicine, College of Medicine, University of Lagos, Nigeria
| | - Edward Kwakyi
- Department of Medicine and Therapeutics, University of Ghana Medical School, University of Ghana, Ghana
| | | | - Titilope Ajepe
- Department of Physiotherapy, College of Medicine, University of Lagos, Nigeria
| | - Omotoso Bolanle
- Department of Medicine, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Nanna Ripiye
- Department of Internal Medicine, University of Abuja, Nigeria
| | - Ernestina Eduful
- Department of Medicine and Therapeutics, University of Ghana Medical School, University of Ghana, Ghana
| | - Temitayo Adebile
- Division of Nephrology, Department of Medicine, Boston Medical Center, Boston University School of Medicine Boston, Massachusetts, USA
| | | | - Amisu A. Mumuni
- Department of Medicine, College of Medicine, Lagos State University, Nigeria
| | - Jessica Chern
- Division of Nephrology, Department of Medicine, Boston Medical Center, Boston University School of Medicine Boston, Massachusetts, USA
| | - Morenikeji Akinpelu
- Division of Nephrology, Department of Medicine, Boston Medical Center, Boston University School of Medicine Boston, Massachusetts, USA
| | | | - Fatiu Arogundade
- Department of Medicine, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - Babatunde L. Salako
- Department of Medicine, College of Medicine, University of Ibadan, Ibadan, Nigeria
| | - Rasheed Gbadegesin
- Department of Pediatrics, Department of Medicine, Duke University School of Medicine, North Carolina, USA
| | - Rulan S. Parekh
- Department of Medicine, Women’s College Hospital, Hospital for Sick Children and University of Toronto, Ontario, Canada
| | - Josée Dupuis
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
| | | | - Dwomoa Adu
- Department of Medicine and Therapeutics, University of Ghana Medical School, University of Ghana, Ghana
| | - Cheryl A.M. Anderson
- Department of Family Medicine and Public Health, University of California San Diego, San Diego, California, USA
| | - Akinlolu Ojo
- Department of Medicine, Kansas University Medical Center, The University of Kansas, Kansas, USA
| | - Sushrut S. Waikar
- Division of Nephrology, Department of Medicine, Boston Medical Center, Boston University School of Medicine Boston, Massachusetts, USA
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Hong X, Rosenberg AZ, Heymann J, Yoshida T, Waikar SS, Ilori TO, Wang G, Rebuck H, Pearson C, Wang MC, Winkler CA, Kopp JB, Wang X. Joint associations of pregnancy complications and postpartum maternal renal biomarkers with severe cardiovascular morbidities: A US racially diverse prospective birth cohort study. medRxiv 2023:2023.03.14.23287276. [PMID: 36993418 PMCID: PMC10055449 DOI: 10.1101/2023.03.14.23287276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Rationale & Objective Pregnancy complications are risk factors for cardiovascular diseases (CVD). Little is known about the role of renal biomarkers measured shortly after delivery, individually or in combination with pregnancy complications, in predicting subsequent severe maternal CVD. Methods This study included 576 mothers of diverse ethnicities from the Boston Birth cohort, enrolled at delivery and followed prospectively. Plasma creatinine and cystatin C were measured 1-3 days after delivery. CVD during follow-up was defined by physician diagnoses in electronic medical records. Associations of renal biomarkers and pregnancy complications with time-to-CVD events were assessed using Cox proportional hazards models. Results During an average of 10.3±3.2 years of follow-up, 34 mothers developed one or more CVD events. Although no significant associations were found between creatinine and risk of CVD, per unit increase of cystatin C (CysC) was associated with a hazard ratio (HR) of 5.21 (95%CI = 1.49-18.2) for CVD. A borderline significant interactive effect was observed between elevated CysC (≥75th percentile) and preeclampsia. Compared to those without preeclampsia and with normal CysC level (<75 th percentile), mothers with preeclampsia and elevated CysC had the highest risk of CVD (HR=3.8, 95%CI = 1.4-10.2), while mothers with preeclampsia only or with elevated CysC only did not have significantly increased CVD risk. Similar synergistic effects for CVD were observed between CysC and preterm delivery. Conclusions In this sample of US, traditionally under-represented multi-ethnic high-risk mothers, elevated maternal plasma cystatin C and pregnancy complications synergistically increased risk of CVD later in life. These findings warrant further investigation. Clinical Perspectives What is new?Maternal postpartum elevated levels of cystatin C are independently associated with higher risk of cardiovascular diseases (CVD) later in life.Maternal pregnancy complications coupled with postpartum elevated levels of cystatin C synergistically increased future risk of CVD.What are the clinical implications?These findings, if further confirmed, suggest that women with pregnancy complications and elevated postpartum cystatin C may be at particular high risk for CVD later in life compared to women without these risk factors.
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Wen D, Zhou L, Zheng Z, Surapaneni A, Ballantyne CM, Hoogeveen RC, Shlipak MG, Waikar SS, Vasan RS, Kimmel PL, Dubin RF, Deo R, Feldman HI, Ganz P, Coresh J, Grams ME, Rhee EP. Testican-2 Is Associated with Reduced Risk of Incident ESKD. J Am Soc Nephrol 2023; 34:122-131. [PMID: 36288905 PMCID: PMC10101586 DOI: 10.1681/asn.2022020216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 08/23/2022] [Accepted: 11/14/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Testican-2 was recently identified as a podocyte-derived protein that is released into circulation by the kidneys and is positively correlated with eGFR and eGFR slope. However, whether higher testican-2 levels are associated with lower risk of ESKD is unknown. METHODS Aptamer-based proteomics assessed blood testican-2 levels among participants in the African American Study of Kidney Disease and Hypertension (AASK, n =703), the Chronic Renal Insufficiency Cohort (CRIC) study ( n =3196), and the Atherosclerosis Risk in Communities (ARIC) study ( n =4378). We compared baseline characteristics by testican-2 tertile and used Cox proportional hazards models to study the association of testican-2 with incident ESKD. RESULTS Higher testican-2 levels were associated with higher measured GFR (mGFR) in AASK, higher eGFR in the CRIC and ARIC studies, and lower albuminuria in all cohorts. Baseline testican-2 levels were significantly associated with incident ESKD in Cox proportional hazards models adjusted for age, sex, and race (model 1) and model 1+mGFR or eGFR+comorbidities (model 2). In model 3 (model 2+proteinuria), the associations between testican-2 (per SD increase) and incident ESKD were AASK (hazard ratio [HR]=0.84 [0.72 to 0.98], P =0.023), CRIC (HR=0.95 [0.89 to 1.02], P =0.14), ARIC (HR=0.54 [0.36 to 0.83], P =0.0044), and meta-analysis (HR=0.92 [0.86 to 0.98], P =0.0073). CONCLUSIONS Across three cohorts spanning >8000 individuals, testican-2 is associated with kidney health and prognosis, with higher levels associated with reduced risk of ESKD.
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Affiliation(s)
- Donghai Wen
- Nephrology Division, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Endocrine Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Linda Zhou
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Zihe Zheng
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Aditya Surapaneni
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Christie M Ballantyne
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Ron C Hoogeveen
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Michael G Shlipak
- Kidney Health Research Collaborative, Department of Medicine, San Francisco Veterans Affairs Health Care System
- University of California, San Francisco, California
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Ramachandran S Vasan
- Sections of Preventive Medicine and Epidemiology and Cardiology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Paul L Kimmel
- Division of Kidney Urologic and Hematologic Diseases, National Institutes of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Ruth F Dubin
- Division of Nephrology, San Francisco VA Medical Center, University of California, San Francisco, California
| | - Rajat Deo
- Division of Cardiology, Electrophysiology Section, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Harold I Feldman
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Peter Ganz
- Cardiovascular Division, Zuckerberg San Francisco General Hospital, University of California, San Francisco, California
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Morgan E Grams
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Eugene P Rhee
- Nephrology Division, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
- Endocrine Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
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Schmidt IM, Myrick S, Liu J, Verma A, Srivastava A, Palsson R, Onul IF, Stillman IE, Avillach C, Patil P, Waikar SS. The use of plasma biomarker-derived clusters for clinicopathologic phenotyping: results from the Boston Kidney Biopsy Cohort. Clin Kidney J 2023; 16:90-99. [PMID: 36726432 PMCID: PMC9871860 DOI: 10.1093/ckj/sfac202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Indexed: 02/04/2023] Open
Abstract
Background Protein biomarkers may provide insight into kidney disease pathology but their use for the identification of phenotypically distinct kidney diseases has not been evaluated. Methods We used unsupervised hierarchical clustering on 225 plasma biomarkers in 541 individuals enrolled into the Boston Kidney Biopsy Cohort, a prospective cohort study of individuals undergoing kidney biopsy with adjudicated histopathology. Using principal component analysis, we studied biomarker levels by cluster and examined differences in clinicopathologic diagnoses and histopathologic lesions across clusters. Cox proportional hazards models tested associations of clusters with kidney failure and death. Results We identified three biomarker-derived clusters. The mean estimated glomerular filtration rate was 72.9 ± 28.7, 72.9 ± 33.4 and 39.9 ± 30.4 mL/min/1.73 m2 in Clusters 1, 2 and 3, respectively. The top-contributing biomarker in Cluster 1 was AXIN, a negative regulator of the Wnt signaling pathway. The top-contributing biomarker in Clusters 2 and 3 was Placental Growth Factor, a member of the vascular endothelial growth factor family. Compared with Cluster 1, individuals in Cluster 3 were more likely to have tubulointerstitial disease (P < .001) and diabetic kidney disease (P < .001) and had more severe mesangial expansion [odds ratio (OR) 2.44, 95% confidence interval (CI) 1.29, 4.64] and inflammation in the fibrosed interstitium (OR 2.49 95% CI 1.02, 6.10). After multivariable adjustment, Cluster 3 was associated with higher risks of kidney failure (hazard ratio 3.29, 95% CI 1.37, 7.90) compared with Cluster 1. Conclusion Plasma biomarkers may identify clusters of individuals with kidney disease that associate with different clinicopathologic diagnoses, histopathologic lesions and adverse outcomes, and may uncover biomarker candidates and relevant pathways for further study.
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Affiliation(s)
- Insa M Schmidt
- Boston University School of Medicine and Boston Medical Center, Department of Medicine, Section of Nephrology, Boston, MA, USA
| | - Steele Myrick
- Boston University School of Public Health, Department of Biostatistics, Boston, MA, USA
| | - Jing Liu
- Division of Nephrology and National Clinical Research Center for Geriatrics, Kidney Research Institute, West China Hospital of Sichuan University, Chengdu, China
| | - Ashish Verma
- Boston University School of Medicine and Boston Medical Center, Department of Medicine, Section of Nephrology, Boston, MA, USA
| | - Anand Srivastava
- Center for Translational Metabolism and Health, Institute for Public Health and Medicine, Division of Nephrology and Hypertension, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Ragnar Palsson
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Ingrid F Onul
- Boston University School of Medicine and Boston Medical Center, Department of Medicine, Section of Nephrology, Boston, MA, USA
| | - Isaac E Stillman
- Beth Israel Deaconess Medical Center, Harvard Medical School, Department of Pathology, Boston, MA, USA
| | - Claire Avillach
- Boston Medical Center, Department of Pathology, Boston, MA, USA
| | - Prasad Patil
- Boston University School of Public Health, Department of Biostatistics, Boston, MA, USA
| | - Sushrut S Waikar
- Boston University School of Medicine and Boston Medical Center, Department of Medicine, Section of Nephrology, Boston, MA, USA
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Singh AT, Yen TE, Mothi SS, Waikar SS, Mc Causland FR. Associations of Iron Sucrose and Intradialytic Blood Pressure. Am J Kidney Dis 2022; 81:647-654. [PMID: 36587889 DOI: 10.1053/j.ajkd.2022.11.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 11/02/2022] [Indexed: 12/30/2022]
Abstract
RATIONALE & OBJECTIVE Intradialytic hypotension and intradialytic hypertension are associated with morbidity and mortality in hemodialysis (HD). Many factors can contribute to intra-HD blood pressure (BP) changes, such as drugs with vasoactive properties that can destabilize an already tenuous BP. Intravenous iron sucrose is commonly administered to correct iron deficiency; however, its reported associations with altered hemodynamics have not been consistent. STUDY DESIGN Prospective cohort study. SETTING & PARTICIPANTS 950 outpatients receiving maintenance HD. EXPOSURE Iron sucrose administered during HD. OUTCOME Intradialytic hypotension, intradialytic hypertension, systolic blood pressure parameters. ANALYTICAL APPROACH Unadjusted and adjusted Poisson and linear repeated measures regression models. RESULTS The mean age of patients included in the study was 53±22 years, 43% were female, and 38% were Black. Mean pre-HD SBP was 152±26 (SD) mm Hg. At baseline, the patients who received higher doses of iron sucrose tended to have diabetes, have longer HD sessions, and have a higher frequency of erythropoiesis-stimulating agent use, compared with those who did not receive iron sucrose. In adjusted models, higher doses of iron sucrose were associated with an 11% lower rate of intradialytic hypotension (incidence rate ratio [IRR] for iron sucrose≥100mg vs 0 mg, 0.89 [95% CI, 0.85-0.94]). In adjusted analyses, the administration of higher doses of iron sucrose during HD was associated with intradialytic hypertension (IRR for iron sucrose≥100mg vs 0 mg, 1.07 [95% CI, 1.04-1.10]). LIMITATIONS Nonavailability of the precise iron sucrose formulation (volume), laboratory data for each HD session, and outpatient medications. Objective measures of volume status, home medications, and symptom data were not recorded in this study. CONCLUSIONS We observed an independent association of intravenous iron sucrose administration during HD with a lower risk of intradialytic hypotension and higher risk of intradialytic hypertension. Future studies to better understand the mechanisms underlying these associations are warranted.
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Affiliation(s)
- Anika T Singh
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Medical School, Boston, Massachusetts.
| | - Timothy E Yen
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Medical School, Boston, Massachusetts
| | | | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, School of Medicine, and Boston Medical Center, Boston University, Boston, Massachusetts
| | - Finnian R Mc Causland
- Renal Division, Department of Medicine, Brigham and Women's Hospital, Medical School, Boston, Massachusetts
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Liu J, Nair V, Zhao YY, Chang DY, Limonte C, Bansal N, Fermin D, Eichinger F, Tanner EC, Bellovich KA, Steigerwalt S, Bhat Z, Hawkins JJ, Subramanian L, Rosas SE, Sedor JR, Vasquez MA, Waikar SS, Bitzer M, Pennathur S, Brosius FC, De Boer I, Chen M, Kretzler M, Ju W. Multi-Scalar Data Integration Links Glomerular Angiopoietin-Tie Signaling Pathway Activation With Progression of Diabetic Kidney Disease. Diabetes 2022; 71:2664-2676. [PMID: 36331122 PMCID: PMC9750948 DOI: 10.2337/db22-0169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 08/17/2022] [Indexed: 11/06/2022]
Abstract
Diabetic kidney disease (DKD) is the leading cause of end-stage kidney disease (ESKD). Prognostic biomarkers reflective of underlying molecular mechanisms are critically needed for effective management of DKD. A three-marker panel was derived from a proteomics analysis of plasma samples by an unbiased machine learning approach from participants (N = 58) in the Clinical Phenotyping and Resource Biobank study. In combination with standard clinical parameters, this panel improved prediction of the composite outcome of ESKD or a 40% decline in glomerular filtration rate. The panel was validated in an independent group (N = 68), who also had kidney transcriptomic profiles. One marker, plasma angiopoietin 2 (ANGPT2), was significantly associated with outcomes in cohorts from the Cardiovascular Health Study (N = 3,183) and the Chinese Cohort Study of Chronic Kidney Disease (N = 210). Glomerular transcriptional angiopoietin/Tie (ANG-TIE) pathway scores, derived from the expression of 154 ANG-TIE signaling mediators, correlated positively with plasma ANGPT2 levels and kidney outcomes. Higher receptor expression in glomeruli and higher ANG-TIE pathway scores in endothelial cells corroborated potential functional effects in the kidney from elevated plasma ANGPT2 levels. Our work suggests that ANGPT2 is a promising prognostic endothelial biomarker with likely functional impact on glomerular pathogenesis in DKD.
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Affiliation(s)
- Jiahao Liu
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Department of Nephrology, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Viji Nair
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Yi-yang Zhao
- Renal Division, Department of Medicine, Peking University First Hospital, Beijing, China
| | - Dong-yuan Chang
- Renal Division, Department of Medicine, Peking University First Hospital, Beijing, China
| | | | - Nisha Bansal
- Division of Nephrology, University of Washington, Seattle, WA
| | - Damian Fermin
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Felix Eichinger
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Emily C. Tanner
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | | | - Susan Steigerwalt
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Zeenat Bhat
- Department of Nephrology and Hypertension, Department of Medicine, Wayne State University, Detroit, MI
| | - Jennifer J. Hawkins
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Lalita Subramanian
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Sylvia E. Rosas
- Kidney and Hypertension Unit, Joslin Diabetes Center and Harvard Medical School, Boston, MA
| | - John R. Sedor
- Department of Medicine, Cleveland Clinic, Cleveland, OH
| | - Miguel A. Vasquez
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, TX
| | - Sushrut S. Waikar
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Brookline, MA
| | - Markus Bitzer
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Subramaniam Pennathur
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Frank C. Brosius
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Division of Nephrology, Department of Medicine, University of Arizona, Tucson, AZ
| | - Ian De Boer
- Division of Nephrology, University of Washington, Seattle, WA
| | - Min Chen
- Renal Division, Department of Medicine, Peking University First Hospital, Beijing, China
| | - Matthias Kretzler
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI
| | - Wenjun Ju
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI
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Taguchi K, Elias BC, Sugahara S, Sant S, Freedman BS, Waikar SS, Pozzi A, Zent R, Harris RC, Parikh SM, Brooks CR. Cyclin G1 induces maladaptive proximal tubule cell dedifferentiation and renal fibrosis through CDK5 activation. J Clin Invest 2022; 132:e158096. [PMID: 36453545 PMCID: PMC9711881 DOI: 10.1172/jci158096] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 10/05/2022] [Indexed: 12/02/2022] Open
Abstract
Acute kidney injury (AKI) occurs in approximately 13% of hospitalized patients and predisposes patients to chronic kidney disease (CKD) through the AKI-to-CKD transition. Studies from our laboratory and others have demonstrated that maladaptive repair of proximal tubule cells (PTCs), including induction of dedifferentiation, G2/M cell cycle arrest, senescence, and profibrotic cytokine secretion, is a key process promoting AKI-to-CKD transition, kidney fibrosis, and CKD progression. The molecular mechanisms governing maladaptive repair and the relative contribution of dedifferentiation, G2/M arrest, and senescence to CKD remain to be resolved. We identified cyclin G1 (CG1) as a factor upregulated in chronically injured and maladaptively repaired PTCs. We demonstrated that global deletion of CG1 inhibits G2/M arrest and fibrosis. Pharmacological induction of G2/M arrest in CG1-knockout mice, however, did not fully reverse the antifibrotic phenotype. Knockout of CG1 did not alter dedifferentiation and proliferation in the adaptive repair response following AKI. Instead, CG1 specifically promoted the prolonged dedifferentiation of kidney tubule epithelial cells observed in CKD. Mechanistically, CG1 promotes dedifferentiation through activation of cyclin-dependent kinase 5 (CDK5). Deletion of CDK5 in kidney tubule cells did not prevent G2/M arrest but did inhibit dedifferentiation and fibrosis. Thus, CG1 and CDK5 represent a unique pathway that regulates maladaptive, but not adaptive, dedifferentiation, suggesting they could be therapeutic targets for CKD.
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Affiliation(s)
- Kensei Taguchi
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Bertha C. Elias
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Sho Sugahara
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Snehal Sant
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Benjamin S. Freedman
- Kidney Research Institute, Institute for Stem Cell and Regenerative Medicine, and Department of Medicine, Division of Nephrology, University of Washington, Seattle, Washington, USA
| | - Sushrut S. Waikar
- Section of Nephrology, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts, USA
| | - Ambra Pozzi
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Veterans Affairs Hospital, Nashville, Tennessee, USA
| | - Roy Zent
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Veterans Affairs Hospital, Nashville, Tennessee, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee, USA
| | - Raymond C. Harris
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Veterans Affairs Hospital, Nashville, Tennessee, USA
| | - Samir M. Parikh
- Division of Nephrology, Department of Internal Medicine, Department of Pharmacology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Craig R. Brooks
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee, USA
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Koopman JJE, Rennke HG, McMahon GM, Waikar SS, Costenbader KH. Associations between renal deposits of complement factors, disease activity and loss of renal function in lupus nephritis. J Clin Pathol 2022; 75:789-790. [PMID: 34969783 PMCID: PMC10015506 DOI: 10.1136/jclinpath-2021-207788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 12/06/2021] [Indexed: 11/03/2022]
Affiliation(s)
- Jacob J E Koopman
- Section of Clinical Immunology, Department of Internal Medicine, Erasmus Medical Center, Rotterdam, The Netherlands .,Division of Renal Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Helmut G Rennke
- Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Gearoid M McMahon
- Division of Renal Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Sushrut S Waikar
- Section of Nephrology, Boston University Medical Center, Boston, Massachusetts, USA
| | - Karen H Costenbader
- Division of Rheumatology, Inflammation and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
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48
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Wen D, Zheng Z, Surapaneni A, Yu B, Zhou L, Zhou W, Xie D, Shou H, Avila-Pacheco J, Kalim S, He J, Hsu CY, Parsa A, Rao P, Sondheimer J, Townsend R, Waikar SS, Rebholz CM, Denburg MR, Kimmel PL, Vasan RS, Clish CB, Coresh J, Feldman HI, Grams ME, Rhee EP. Metabolite profiling of CKD progression in the chronic renal insufficiency cohort study. JCI Insight 2022; 7:e161696. [PMID: 36048534 PMCID: PMC9714776 DOI: 10.1172/jci.insight.161696] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/31/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUNDMetabolomic profiling in individuals with chronic kidney disease (CKD) has the potential to identify novel biomarkers and provide insight into disease pathogenesis.METHODSWe examined the association between blood metabolites and CKD progression, defined as the subsequent development of end-stage renal disease (ESRD) or estimated glomerular filtrate rate (eGFR) halving, in 1,773 participants of the Chronic Renal Insufficiency Cohort (CRIC) study, 962 participants of the African-American Study of Kidney Disease and Hypertension (AASK), and 5,305 participants of the Atherosclerosis Risk in Communities (ARIC) study.RESULTSIn CRIC, more than half of the measured metabolites were associated with CKD progression in minimally adjusted Cox proportional hazards models, but the number and strength of associations were markedly attenuated by serial adjustment for covariates, particularly eGFR. Ten metabolites were significantly associated with CKD progression in fully adjusted models in CRIC; 3 of these metabolites were also significant in fully adjusted models in AASK and ARIC, highlighting potential markers of glomerular filtration (pseudouridine), histamine metabolism (methylimidazoleacetate), and azotemia (homocitrulline). Our findings also highlight N-acetylserine as a potential marker of kidney tubular function, with significant associations with CKD progression observed in CRIC and ARIC.CONCLUSIONOur findings demonstrate the application of metabolomics to identify potential biomarkers and causal pathways in CKD progression.FUNDINGThis study was supported by the NIH (U01 DK106981, U01 DK106982, U01 DK085689, R01 DK108803, and R01 DK124399).
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Affiliation(s)
- Donghai Wen
- Nephrology Division and
- Endocrine Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Zihe Zheng
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Aditya Surapaneni
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Bing Yu
- Department of Epidemiology, Human Genetics & Environmental Sciences, University of Texas Health Sciences Center at Houston School of Public Health, Houston, Texas, USA
| | - Linda Zhou
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Wen Zhou
- Nephrology Division and
- Endocrine Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Dawei Xie
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Haochang Shou
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | | | | | - Jiang He
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Chi-Yuan Hsu
- Division of Nephrology, University of California San Francisco School of Medicine, San Francisco, California, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Afshin Parsa
- Division of Kidney, Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), Bethesda, Maryland, USA
| | - Panduranga Rao
- Division of Nephrology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - James Sondheimer
- Division of Nephrology and Hypertension, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Raymond Townsend
- Renal-Electrolyte and Hypertension Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sushrut S. Waikar
- Section of Nephrology, Boston University School of Medicine, Boston Medical Center, Boston, Massachusetts, USA
| | - Casey M. Rebholz
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Michelle R. Denburg
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Division of Pediatric Nephrology, Children’s Hospital of Philadelphia, and
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Paul L. Kimmel
- Division of Kidney, Urologic, and Hematologic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), Bethesda, Maryland, USA
| | - Ramachandran S. Vasan
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA
- Sections of Preventive Medicine and Epidemiology and Cardiology, Department of Medicine, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Clary B. Clish
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University, Baltimore, Maryland, USA
| | - Harold I. Feldman
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
- Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Morgan E. Grams
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
- Department of Medicine, New York University, New York, New York, USA
| | - Eugene P. Rhee
- Nephrology Division and
- Endocrine Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
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Abstract
AIMS Randomized controlled trials have demonstrated the efficacy of mineralocorticoid receptor (MR) antagonism in delaying chronic kidney disease (CKD) progression in diabetes; however, they have not investigated the role of aldosterone or whether these beneficial effects could be achieved in individuals without diabetes. METHODS AND RESULTS The association between serum aldosterone concentrations and kidney disease progression was investigated among 3680 participants in the Chronic Renal Insufficiency Cohort. The primary outcome was CKD progression [defined as the composite of 50% decline in estimated glomerular filtration rate (eGFR) or end-stage kidney disease, whichever occurred first]. The associations between serum aldosterone and kidney disease outcomes were assessed using Cox proportional hazard models. At baseline, higher aldosterone concentrations were associated with a lower eGFR, lower serum potassium, greater urinary potassium, and protein excretion. Over a median follow-up of 9.6 years, 1412 participants developed CKD progression. In adjusted models, each doubling of serum aldosterone was associated with a 11% increased risk of CKD progression [hazard ratio (HR) 1.11, 95% confidence interval (CI) 1.04-1.18]. Individuals with the highest quartile of serum aldosterone had a 45% increased risk of CKD progression (HR 1.45, 95% CI 1.22-1.73) compared with the lowest quartile. The risk for CKD progression was similar regardless of whether patients had concomitant diabetes (P-interaction = 0.10). CONCLUSION Higher serum aldosterone levels among individuals with CKD are independently associated with an increased risk for kidney disease progression, irrespective of concomitant diabetes. These findings provide mechanistic support for MR antagonists in delaying CKD progression and suggest that they may also have a role in those without diabetes.
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Affiliation(s)
- Ashish Verma
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Renal Section, Evans Biomedical Research Center, 650 Albany Street, X504, Boston, MA 02118, USA
| | - Anand Vaidya
- Center for Adrenal Disorders, Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Sonu Subudhi
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Sushrut S Waikar
- Section of Nephrology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Renal Section, Evans Biomedical Research Center, 650 Albany Street, X504, Boston, MA 02118, USA
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50
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Singh AK, Acharya A, Carroll K, Lopes RD, McCausland FR, Mulloy L, Perkovic V, Solomon S, Waikar SS, Wanner C, Wong MG, Cobitz AR, Mallett SA, Shaddinger BC, McMurray JJV. Causes of death in patients with chronic kidney disease: insights from the ASCEND-D and ASCEND-ND cardiovascular outcomes trials. Eur Heart J 2022. [DOI: 10.1093/eurheartj/ehac544.1053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Abstract
Background
There are limited contemporary data available regarding adjudicated causes of death in patients with chronic kidney disease (CKD). Prior studies have indicated that cardiovascular (CV) events are one of the most common causes of death among patients with CKD, with previous reports stating approximately 30% of patients died from CV causes [1]. Here, we report the adjudicated causes of death in two recently completed large-scale randomised controlled trials (RCTs) with ∼14,200 person years of follow-up: ASCEND-D [2] (median follow-up: 2.5 years; NCT02879305) and ASCEND-ND [3] (median follow-up: 1.9 years; NCT02876835). These trials investigated the safety and efficacy of daprodustat, a hypoxia-inducible factor prolyl hydroxylase inhibitor (HIF-PHI), in correcting anaemia in patients with CKD.
Purpose
This study assessed the causes of death in patients with CKD in the ASCEND-D and ASCEND-ND trials.
Methods
ASCEND-D and ASCEND-ND were global, randomised, open-label, CV outcome trials in adult patients with CKD-related anaemia undergoing maintenance dialysis (ASCEND-D) or with pre-dialysis CKD (ASCEND-ND) who received daily oral daprodustat or conventional erythropoiesis-stimulating agents (ESAs). Cause of death was systematically and centrally adjudicated in a blinded fashion to the study treatment assignment by an independent committee.
Results
In ASCEND-D and ASCEND-ND, respectively, 2964 and 3872 patients were randomised, of which 92% and 97% completed the study. Baseline characteristics were well-balanced across treatment groups within each trial. Adjudicated causes of death for the ASCEND-D and -ND trials are shown in the Table. All-cause mortality was similar in patients treated with daprodustat as compared with those treated with conventional ESA in both the ASCEND-D and -ND trials. Overall mortality in the ASCEND-D and -ND trials was 20.0% and 15.5%, respectively, and CV causes accounted for approximately 30–40% of all deaths and infection accounted for 25–30% of all deaths in both trials.
Conclusion
Although CV events were the most common cause of death in the ASCEND-D and ASCEND-ND trials (30–40% of cases), the risk of death due to infection was also high, accounting for approximately 25–30% of all deaths across all study arms. Sudden death accounted for most CV deaths, particularly in the ASCEND-D trial. Infection as a cause of death was more frequent than previously reported in other RCTs or disease registries. Causes of death did not differ significantly between ASCEND-D and ASCEND-ND, or between treatments. However, as this is a selected population for a CV trial, it may not be representative of a real-life CKD population. Our results provide important data to inform the design of future studies in this population.
Funding Acknowledgement
Type of funding sources: Private grant(s) and/or Sponsorship. Main funding source(s): This study was funded by GlaxoSmithKline. Medical writing support was provided Natasha Tracey, PhD (Ashfield MedComms, Macclesfield, UK) and was funded by GlaxoSmithKline.
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Affiliation(s)
- A K Singh
- Brigham and Women's Hospital , Boston , United States of America
| | - A Acharya
- Albert Einstein College of Medicine , New York , United States of America
| | - K Carroll
- KJC Statistics , Macclesfield , United Kingdom
| | - R D Lopes
- Duke Clinical Research Institute , Durham , United States of America
| | - F R McCausland
- Brigham and Women's Hospital , Boston , United States of America
| | - L Mulloy
- Medical College of Georgia , Augusta , United States of America
| | - V Perkovic
- University of New South Wales , Sydney , Australia
| | - S Solomon
- Brigham and Women's Hospital , Boston , United States of America
| | - S S Waikar
- Boston Medical Center , Boston , United States of America
| | - C Wanner
- University Hospital Würzburg , Würzburg , Germany
| | - M G Wong
- Concord Repatriation General Hospital, Sydney, Australia and University of Sydney , Sydney , Australia
| | - A R Cobitz
- GlaxoSmithKline plc. , Collegeville , United States of America
| | - S A Mallett
- GlaxoSmithKline plc. , London , United Kingdom
| | - B C Shaddinger
- GlaxoSmithKline plc. , Collegeville , United States of America
| | - J J V McMurray
- BHF Glasgow Cardiovascular Research Centre , Glasgow , United Kingdom
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