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Austin TR, Fink HA, Jalal DI, Törnqvist AE, Buzkova P, Barzilay JI, Lu T, Carbone L, Gabrielsen ME, Grahnemo L, Hveem K, Jonasson C, Kizer JR, Langhammer A, Mukamal KJ, Gerszten RE, Nethander M, Psaty BM, Robbins JA, Sun YV, Heidi Skogholt A, Åsvold BO, Valderrabano RJ, Zheng J, Brent Richards J, Coward E, Ohlsson C. Large-scale circulating proteome association study (CPAS) meta-analysis identifies circulating proteins and pathways predicting incident hip fractures. J Bone Miner Res 2024; 39:139-149. [PMID: 38477735 PMCID: PMC11070286 DOI: 10.1093/jbmr/zjad011] [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: 08/21/2023] [Revised: 11/09/2023] [Accepted: 11/23/2023] [Indexed: 03/14/2024]
Abstract
Hip fractures are associated with significant disability, high cost, and mortality. However, the exact biological mechanisms underlying susceptibility to hip fractures remain incompletely understood. In an exploratory search of the underlying biology as reflected through the circulating proteome, we performed a comprehensive Circulating Proteome Association Study (CPAS) meta-analysis for incident hip fractures. Analyses included 6430 subjects from two prospective cohort studies (Cardiovascular Health Study and Trøndelag Health Study) with circulating proteomics data (aptamer-based 5 K SomaScan version 4.0 assay; 4979 aptamers). Associations between circulating protein levels and incident hip fractures were estimated for each cohort using age and sex-adjusted Cox regression models. Participants experienced 643 incident hip fractures. Compared with the individual studies, inverse-variance weighted meta-analyses yielded more statistically significant associations, identifying 23 aptamers associated with incident hip fractures (conservative Bonferroni correction 0.05/4979, P < 1.0 × 10-5). The aptamers most strongly associated with hip fracture risk corresponded to two proteins of the growth hormone/insulin growth factor system (GHR and IGFBP2), as well as GDF15 and EGFR. High levels of several inflammation-related proteins (CD14, CXCL12, MMP12, ITIH3) were also associated with increased hip fracture risk. Ingenuity pathway analysis identified reduced LXR/RXR activation and increased acute phase response signaling to be overrepresented among those proteins associated with increased hip fracture risk. These analyses identified several circulating proteins and pathways consistently associated with incident hip fractures. These findings underscore the usefulness of the meta-analytic approach for comprehensive CPAS in a similar manner as has previously been observed for large-scale human genetic studies. Future studies should investigate the underlying biology of these potential novel drug targets.
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Affiliation(s)
- Thomas R. Austin
- Cardiovascular Health Research Unit, University of Washington, Seattle, WA, 98195, United States
| | - Howard A. Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN, 56401, United States
| | - Diana I. Jalal
- Division of Nephrology, Department of Internal Medicine, Carver College of Medicine, Iowa City, IA, 52242, United States
- Iowa City VA Medical Center, Iowa City, IA, 52246, United States
| | - Anna E. Törnqvist
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden
| | - Petra Buzkova
- Department of Biostatistics, University of Washington, Seattle, WA, 98115, United States
| | - Joshua I. Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta, GA, 30339, United States
| | - Tianyuan Lu
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, H3T 1E2, Canada
- Quantitative Life Sciences Program, McGill University, Montreal, Quebec, H3G 0B1, Canada
- 5 Prime Sciences Inc, Montreal, Quebec, H3Y 2W4, Canada
| | - Laura Carbone
- Charlie Norwood VAMC, Augusta, GA, 30901, United States
- Department of Medicine, Medical College of Georgia, Augusta University, Augusta, GA, 30912, United States
| | - Maiken E. Gabrielsen
- Department of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Louise Grahnemo
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden
| | - Kristian Hveem
- Department of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
- HUNT Research Centre, NTNU, 7600, Levanger, Norway
| | - Christian Jonasson
- Department of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Jorge R. Kizer
- Cardiology Section, San Francisco VA Health Care System, San Francisco, CA, 94121, United States
- Department of Medicine, Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, 94158, United States
| | - Arnulf Langhammer
- HUNT Research Centre, NTNU, 7600, Levanger, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, 7600, Levanger, Norway
| | - Kenneth J. Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, 2446, United States
| | - Robert E. Gerszten
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, 2446, United States
| | - Maria Nethander
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden
- Bioinformatics and Data Center, Sahlgrenska Academy, University of Gothenburg, 413 90, Gothenburg, Sweden
| | - Bruce M. Psaty
- Cardiovascular Health Research Unit, University of Washington, Seattle, WA, 98195, United States
- Departments of Medicine, Epidemiology, and Health Systems and Population Health, University of Washington, Seattle, WA, 98195, United States
| | - John A. Robbins
- Department of Medicine, University of California, Davis, CA, 95817, United States
| | - Yan V. Sun
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, United States
| | - Anne Heidi Skogholt
- Department of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Bjørn Olav Åsvold
- Department of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
- Department of Endocrinology, Clinic of Medicine, St. Olavs Hospital, Trondheim University Hospital, 7491, Trondheim, Norway
| | - Rodrigo J. Valderrabano
- Research Program in Men’s Health, Aging and Metabolism, Harvard Medical School, Brigham and Women’s Hospital, Boston, MA, 2130, United States
| | - Jie Zheng
- Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Shanghai Jiao Tong University School of Medicine, Ruijin Hospital, Shanghai, 200025, China
- Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, Shanghai National Clinical Research Center for Metabolic Diseases, Shanghai Digital Medicine Innovation Center, Shanghai Jiao Tong University School of Medicine, Ruijin Hospital, Shanghai, 200025, China
- MRC Integrative Epidemiology Unit (IEU), Bristol Medical School, University of Bristol, Oakfield House, Bristol, BS8 2BN, United Kingdom
| | - J. Brent Richards
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, Quebec, H3T 1E2, Canada
- 5 Prime Sciences Inc, Montreal, Quebec, H3Y 2W4, Canada
- Department of Human Genetics, McGill University, Montreal, Quebec, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
- Department of Medicine, McGill University, Montreal, Quebec, H4A 3J1, Canada
- Department of Twin Research, King’s College London, London, SE1 7EH, United Kingdom
| | - Eivind Coward
- Department of Public Health and Nursing, K.G. Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, 7491, Trondheim, Norway
| | - Claes Ohlsson
- Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Osteoporosis Centre, Centre for Bone and Arthritis Research at the Sahlgrenska Academy, University of Gothenburg, 413 45, Gothenburg, Sweden
- Department of Drug Treatment, Region Västra Götaland, Sahlgrenska University Hospital, 413 45, Gothenburg, Sweden
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Barzilay JI, Farag YMK, Durthaler J. Albuminuria: An Underappreciated Risk Factor for Cardiovascular Disease. J Am Heart Assoc 2024; 13:e030131. [PMID: 38214258 PMCID: PMC10926810 DOI: 10.1161/jaha.123.030131] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
Albuminuria, an established biomarker of the progression of chronic kidney disease, is also recognized as a biomarker for the risk of cardiovascular disease. Elevated urinary albumin excretion indicates kidney damage and systemic vascular disease, including myocardial capillary disease and arterial stiffness. Albuminuria is associated with an increased risk of coronary artery disease, stroke, heart failure, arrhythmias, and microvascular disease. There are now several therapeutic agents that can lead to albuminuria lowering and a reduction in cardiovascular risk. However, screening for albuminuria is still low. Considering the importance of multidisciplinary management of patients with cardiovascular disease, it is crucial that health care professionals managing such patients are aware of the benefits of albuminuria surveillance and management.
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Keong F, Gander J, Wilson D, Durthaler J, Pimentel B, Barzilay JI. Albuminuria Screening in People With Type 2 Diabetes in a Managed Care Organization. AJPM Focus 2023; 2:100133. [PMID: 37790952 PMCID: PMC10546502 DOI: 10.1016/j.focus.2023.100133] [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] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Introduction Albuminuria-an increased amount of urine albumin, in milligrams, adjusted for grams of urine creatinine-is an early marker of diabetic kidney disease. Several new classes of medications are now available that effectively lower albuminuria levels with the potential to delay or prevent the progression of diabetic kidney disease. However, screening for albuminuria in the U.S. is low in population-based studies (<10% to ∼50% at most). In this study, we examine whether screening for albuminuria was improved in an integrated model of healthcare delivery following the recommendations of the National Committee for Quality Assurance mandate (an umbrella group for the managed healthcare industry) to screen for albuminuria. Methods We examined screening for albuminuria over a 2-year period among people with Type 2 diabetes in a U.S. HMO with an electronic medical record, onto which automated laboratory ordering for albuminuria could be added when a patient appeared at the laboratory (for any reason) if albuminuria testing had not been obtained within the previous 365 days. Participants under this plan received diabetes education at no cost and panel managers to guide their diabetes care. Logistic regression using data from 2020 and 2021, separately, evaluated the relationship between patient characteristics and the likelihood of albuminuria screening. Results There were 20,688 and 22,487 participants with Type 2 diabetes mellitus in 2020 and 2021, respectively, who were analyzed. Approximately 80% were screened for albuminuria in both years. African American participants and those aged >64 years were more likely to have completed albuminuria screening. Screened individuals had lower HbA1c, blood pressure, and low-density lipoprotein cholesterol levels than those who were not screened. Conclusions In an integrated healthcare model, it is possible to achieve consistently high rates of albuminuria screening in people with Type 2 diabetes, especially in groups at high risk for kidney disease.
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Affiliation(s)
- Farrah Keong
- Business Intelligence Group, Kaiser Permanente of Georgia, Atlanta, Georgia
| | - Jennifer Gander
- Center for Research and Evaluation, Kaiser Permanente of Georgia, Atlanta, Georgia
| | - Daniel Wilson
- Division of Cardiorenal Medicine, U.S. Medical Affairs, Bayer Pharmaceuticals, LLC, Whippany, New Jersey
| | - Jeffrey Durthaler
- Division of Cardiorenal Medicine, U.S. Medical Affairs, Bayer Pharmaceuticals, LLC, Whippany, New Jersey
| | - Belkis Pimentel
- Department of Adult Medicine, Kaiser Permanente of Georgia, Atlanta, Georgia
- Department of Population Care Management, Kaiser Permanente of Georgia, Atlanta, Georgia
| | - Joshua I. Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta, Georgia
- Division of Endocrinology Metabolism and Lipids, Department of Medicine, Emory School of Medicine, Atlanta, Georgia
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Elam RE, Bůžková P, Delaney JAC, Fink HA, Barzilay JI, Carbone LD, Saha R, Robbins JA, Mukamal KJ, Valderrábano RJ, Psaty BM, Tracy RP, Olson NC, Huber SA, Doyle MF, Landay AL, Cauley JA. Association of Immune Cell Subsets with Incident Hip Fracture: The Cardiovascular Health Study. Calcif Tissue Int 2023; 113:581-590. [PMID: 37650930 DOI: 10.1007/s00223-023-01126-8] [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: 06/23/2023] [Accepted: 08/15/2023] [Indexed: 09/01/2023]
Abstract
In this study, we aimed to evaluate the association of innate and adaptive immune cell subsets in peripheral blood mononuclear cells (PBMCs) with hip fracture. To conduct this study, we used data from the Cardiovascular Health Study (CHS), a U.S. multicenter observational cohort of community-dwelling men and women aged ≥ 65 years. Twenty-five immune cell phenotypes were measured by flow cytometry from cryopreserved PBMCs of CHS participants collected in 1998-1999. The natural killer (NK), γδ T, T helper 17 (Th17), and differentiated/senescent CD4+CD28- T cell subsets were pre-specified as primary subsets of interest. Hip fracture incidence was assessed prospectively by review of hospitalization records. Multivariable Cox hazard models evaluated associations of immune cell phenotypes with incident hip fracture in sex-stratified and combined analyses. Among 1928 persons, 259 hip fractures occurred over a median 9.7 years of follow-up. In women, NK cells were inversely associated with hip fracture [hazard ratio (HR) 0.77, 95% confidence interval (CI) 0.60-0.99 per one standard deviation higher value] and Th17 cells were positively associated with hip fracture [HR 1.18, 95% CI 1.01-1.39]. In men, γδ T cells were inversely associated with hip fracture [HR 0.60, 95% CI 0.37-0.98]. None of the measured immune cell phenotypes were significantly associated with hip fracture incidence in combined analyses. In this large prospective cohort of older adults, potentially important sex differences in the associations of immune cell phenotypes and hip fracture were identified. However, immune cell phenotypes had no association with hip fracture in analyses combining men and women.
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Affiliation(s)
- Rachel E Elam
- Division of Rheumatology, Department of Medicine, Augusta University, Augusta, GA, USA.
- Charlie Norwood Veterans Affairs Medical Center, Veterans Affairs Health Care System, Augusta, GA, USA.
| | - Petra Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Joseph A C Delaney
- Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA
- College of Pharmacy, University of Manitoba, Winnipeg, MB, Canada
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Emory University School of Medicine, Atlanta, GA, USA
| | - Laura D Carbone
- Division of Rheumatology, Department of Medicine, Augusta University, Augusta, GA, USA
- Charlie Norwood Veterans Affairs Medical Center, Veterans Affairs Health Care System, Augusta, GA, USA
| | - Rick Saha
- Department of Internal Medicine, New York University Langone, New York, NY, USA
| | - John A Robbins
- Department of Medicine, University of California Davis, Davis, CA, USA
| | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, USA
| | - Rodrigo J Valderrábano
- Division of Endocrinology, Diabetes and Hypertension, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA
- Department of Medicine, Epidemiology, and Health Systems and Population Health, University of Washington, Seattle, WA, USA
| | - Russell P Tracy
- Department of Pathology and Laboratory Medicine, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, USA
- Department of Biochemistry, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, USA
| | - Nels C Olson
- Department of Pathology and Laboratory Medicine, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, USA
| | - Sally A Huber
- Department of Pathology and Laboratory Medicine, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, USA
| | - Margaret F Doyle
- Department of Pathology and Laboratory Medicine, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT, USA
| | - Alan L Landay
- Department of Internal Medicine, Rush University Medical Center, Chicago, IL, USA
| | - Jane A Cauley
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
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Crawford M, McDonald B, Chen W, Chowdhry H, Contreras R, Reyes IAC, Dhakal E, Villanueva T, Barzilay JI, Vaughn CF, Czerwiec FS, Katz DA, Adams AL, Gander JC. Dexamethasone Suppression Testing in a Contemporary Cohort with Adrenal Incidentalomas in Two U.S. Integrated Healthcare Systems. Biomedicines 2023; 11:3167. [PMID: 38137386 PMCID: PMC10740617 DOI: 10.3390/biomedicines11123167] [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: 11/03/2023] [Revised: 11/16/2023] [Accepted: 11/20/2023] [Indexed: 12/24/2023] Open
Abstract
Autonomous cortisol secretion (ACS) from an adrenal adenoma can increase the risk for comorbidities and mortality. The dexamethasone suppression test (DST) is the standard method to diagnose ACS. A multi-site, retrospective cohort of adults with diagnosed adrenal tumors was used to understand patient characteristics associated with DST completion and ACS. Time to DST completion was defined using the lab value and result date; follow-up time was from the adrenal adenoma diagnosis to the time of completion or censoring. ACS was defined by a DST > 1.8 µg/dL (50 nmol/L). The Cox proportional hazards regression model assessed associations between DST completion and patient characteristics. In patients completing a DST, a logistic regression model evaluated relationships between elevated ACS and covariates. We included 24,259 adults, with a mean age of 63.1 years, 48.1% obese, and 28.7% with a Charlson comorbidity index ≥ 4. Approximately 7% (n = 1768) completed a DST with a completion rate of 2.36 (95% CI 2.35, 2.37) per 100 person-years. Fully adjusted models reported that male sex and an increased Charlson comorbidity index were associated with a lower likelihood of DST completion. Current or former smoking status and an increased Charlson comorbidity index had higher odds of a DST > 1.8 μg/dL. In conclusion, clinical policies are needed to improve DST completion and the management of adrenal adenomas.
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Affiliation(s)
- Mackenzie Crawford
- Center for Research and Evaluation, Kaiser Permanente Georgia, Atlanta, GA 30305, USA
| | - Bennett McDonald
- Center for Research and Evaluation, Kaiser Permanente Georgia, Atlanta, GA 30305, USA
| | - Wansu Chen
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Hina Chowdhry
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Richard Contreras
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Iris Anne C. Reyes
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Eleena Dhakal
- Center for Research and Evaluation, Kaiser Permanente Georgia, Atlanta, GA 30305, USA
| | - Tish Villanueva
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Joshua I. Barzilay
- Center for Research and Evaluation, Kaiser Permanente Georgia, Atlanta, GA 30305, USA
- Southeastern Permanente Medical Group, Kaiser Permanente Georgia, Atlanta, GA 30305, USA
| | - Candace F. Vaughn
- Southeastern Permanente Medical Group, Kaiser Permanente Georgia, Atlanta, GA 30305, USA
| | | | | | - Annette L. Adams
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA
| | - Jennifer C. Gander
- Center for Research and Evaluation, Kaiser Permanente Georgia, Atlanta, GA 30305, USA
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Carbone L, Bůžková P, Fink HA, Robbins JA, Barzilay JI, Elam RE, Isales C, Connelly MA, Mukamal KJ. Plasma Levels of Branched Chain Amino Acids, Incident Hip Fractures, and Bone Mineral Density of the Hip and Spine. J Clin Endocrinol Metab 2023; 108:e1358-e1364. [PMID: 37200158 PMCID: PMC11009785 DOI: 10.1210/clinem/dgad275] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 02/16/2023] [Accepted: 05/16/2023] [Indexed: 05/20/2023]
Abstract
OBJECTIVE Branched chain amino acids (BCAA) are building blocks for protein, an essential component of bone. However, the association of plasma levels of BCAA with fractures in populations outside of Hong Kong or with hip fractures in particular is not known. The purpose of these analyses was to determine the relationship of BCAA including valine, leucine, and isoleucine and total BCAA (SD of the sum of Z-scores for each BCAA) with incident hip fractures and bone mineral density (BMD) of the hip and lumbar spine in older African American and Caucasian men and women in the Cardiovascular Health Study. DESIGN Longitudinal analyses of association of plasma levels of BCAA with incident hip fractures and cross-sectional BMD of the hip and lumbar spine from the Cardiovascular Health Study. SETTING Community. PARTICIPANTS A total of 1850 men (38% of cohort) and women; mean age 73 years. MAIN OUTCOME MEASURES Incident hip fractures and cross-sectional BMD of the total hip, femoral neck, and lumbar spine. RESULTS In fully adjusted models, over 12 years of follow-up, we observed no significant association between incident hip fracture and plasma values of valine, leucine, isoleucine, or total BCAA per 1 SD higher of each BCAA. Plasma values of leucine but not valine, isoleucine, or total BCAA, were positively and significantly associated with BMD of the total hip (P = .03) and femoral neck (P = .02), but not the lumbar spine (P = .07). CONCLUSIONS Plasma levels of the BCAA leucine may be associated with higher BMD in older men and women. However, given the lack of significant association with hip fracture risk, further information is needed to determine whether BCAAs would be novel targets for osteoporosis therapies.
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Affiliation(s)
- Laura Carbone
- J. Harold Harrison, MD, Distinguished University Chair in Rheumatology, Division of Rheumatology, Department of Medicine, Augusta University, Augusta, GA 30912, USA
- Charlie Norwood Veterans Affairs Medical Center, Veterans Affairs Health Care System, Augusta, GA 30912, USA
| | - Petra Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA 98195, USA
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, Veterans Affairs Health Care System, Minneapolis, MN 55417, USA
| | - John A Robbins
- Department of Medicine, University of California, Davis, Davis, CA 95817, USA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Rachel E Elam
- Charlie Norwood Veterans Affairs Medical Center, Veterans Affairs Health Care System, Augusta, GA 30912, USA
- Division of Rheumatology, Department of Medicine, Augusta University, Augusta, GA 30912, USA
| | - Carlos Isales
- Charlie Norwood Veterans Affairs Medical Center, Veterans Affairs Health Care System, Augusta, GA 30912, USA
- J. Harold Harrison, MD, Distinguished University Chair in Aging, Division of Endocrinology, Department of Medicine, Augusta University, Augusta, GA 30912, USA
| | | | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
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7
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Carbone L, Bůžková P, Fink HA, Robbins JA, Barzilay JI, Elam RE, Isales C. The Association of Tryptophan and Its Metabolites With Incident Hip Fractures, Mortality, and Prevalent Frailty in Older Adults: The Cardiovascular Health Study. JBMR Plus 2023; 7:e10801. [PMID: 37808397 PMCID: PMC10556266 DOI: 10.1002/jbm4.10801] [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: 01/04/2023] [Revised: 06/21/2023] [Accepted: 07/12/2023] [Indexed: 10/10/2023] Open
Abstract
Amino acids are the building blocks of proteins, and sufficient protein intake is important for skeletal health. We utilized stored serum from the Cardiovascular Health Study in 1992-1993 to examine the relationship between levels of the essential amino acid tryptophan (trp) and its oxidized and nonoxidized metabolites to risk for incident hip fractures and mortality over 12 years of follow-up. We included 131 persons who sustained a hip fracture during this time period and 131 without a hip fracture over these same 12 years of follow-up; 58% female and 95% White. Weighted multivariable Cox hazards models were used to estimate the hazard ratios (HR) and 95% confidence intervals (CI) of incident hip fracture associated with a one standard deviation (SD) higher trp or its metabolites exposure. Relative risk regression was used to evaluate the cross-sectional association of trp and its metabolites with frailty. Higher serum levels of trp were significantly associated with lower risk of incident hip fractures (HR = 0.75 per SD of trp (95% CI 0.57-0.99) but were not significantly associated with mortality or frailty status by Freid's frailty index. There were no statistically significant associations between any of the oxidized or nonoxidized products of trp with incident hip fractures (p ≥ 0.64), mortality (p ≥ 0.20), or cross-sectional frailty status (p ≥ 0.13) after multiple testing adjustment. Randomized clinical trials examining whether increasing trp intake is beneficial for osteoporosis are needed. © 2023 The Authors. JBMR Plus published by Wiley Periodicals LLC on behalf of American Society for Bone and Mineral Research. This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA.
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Affiliation(s)
- Laura Carbone
- Division of Rheumatology, Department of MedicineAugusta UniversityAugustaGAUSA
- Charlie Norwood Veterans Affairs Medical CenterVeterans Affairs Health Care SystemAugustaGAUSA
| | - Petra Bůžková
- Department of BiostatisticsUniversity of WashingtonSeattleWAUSA
| | - Howard A Fink
- Geriatric Research Education and Clinical CenterVeterans Affairs Health Care SystemMinneapolisMNUSA
| | - John A Robbins
- Department of MedicineUniversity of California DavisDavisCAUSA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of GeorgiaEmory University School of MedicineAtlantaGAUSA
| | - Rachel E Elam
- Division of Rheumatology, Department of MedicineAugusta UniversityAugustaGAUSA
- Charlie Norwood Veterans Affairs Medical CenterVeterans Affairs Health Care SystemAugustaGAUSA
| | - Carlos Isales
- Charlie Norwood Veterans Affairs Medical CenterVeterans Affairs Health Care SystemAugustaGAUSA
- Division of Endocrinology, Department of MedicineAugusta UniversityAugustaGAUSA
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8
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Robbins JA, Buzkova P, Barzilay JI, Cauley JA, Fink HA, Carbone LD, Chen Z, Stein PK, Elam R, Sheets K, Mukamal KJ. Mortality Following Hip Fracture in Older Adults With and Without Coronary Heart Disease. Am J Med 2023; 136:789-795.e2. [PMID: 37100188 PMCID: PMC10524655 DOI: 10.1016/j.amjmed.2023.03.036] [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: 12/12/2022] [Revised: 02/26/2023] [Accepted: 03/30/2023] [Indexed: 04/28/2023]
Abstract
BACKGROUND Comorbidities like coronary heart disease are common among older people who sustain an osteoporotic hip fracture. However, their impact on short- and long-term mortality post-hip fracture is not well quantified. METHODS We examined 4092 and 1173 older adults without and with prevalent coronary heart disease, respectively. Post-hip fracture mortality rates were computed with Poisson models and hazard ratios with Cox regression. For perspective, we compared mortality rates among participants with prevalent coronary heart disease who had either a hip fracture or incident heart failure (but no hip fracture). RESULTS Among participants without prevalent coronary heart disease, the mortality rate post-hip fracture was 21.83 per 100 participant years, including 49.27 per 100 participant years in the first 6 months following hip fracture. Among participants with prevalent coronary heart disease, the corresponding mortality rates were 32.52 and 79.44 per 100 participant years, respectively. Participants with prevalent coronary heart disease and incident heart failure (but no hip fracture) had corresponding post-incident heart failure mortality rates per 100 participant years of 25.62 overall and 46.4 in the first 6 months. In all 3 groups, the hazard ratio for mortality was similarly elevated: 5- to 7-fold at 6 months and 1.7- to 2.5-fold beyond 5 years. CONCLUSION As a case study in the absolute effects of a comorbidity on post-hip fracture mortality, hip fracture in a person with coronary heart disease carries an exceedingly high mortality rate, even higher than that following incident heart failure in individuals with coronary heart disease.
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Affiliation(s)
- John A Robbins
- Department of Medicine, University of California, Davis, Sacramento
| | - Petra Buzkova
- Department of Biostatistics, School of Public Health, University of Washington, Seattle
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Duluth; Department of Endocrinology, Emory University School of Medicine, Atlanta, Ga.
| | - Jane A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pa
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, Minn; Department of Medicine, University of Minnesota, Minneapolis
| | - Laura D Carbone
- Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta
| | - Zhao Chen
- Epidemiology and Biostatistics Department, College of Public Health, University of Arizona, Tucson
| | - Phyllis K Stein
- Department of Medicine, Cardiovascular Division, Washington University School of Medicine in Saint Louis, Mo
| | - Rachel Elam
- Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta
| | - Kerry Sheets
- Geriatric Medicine, Hennepin Healthcare, Minneapolis, Minn
| | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard University, Brookline, Mass
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Barzilay JI, Tressel W, Biggs ML, Stein PK, Kizer JR, Shitole SG, Bene-Alhasan Y, Mukamal KJ. Erratum. The Association of Measures of Cardiovascular Autonomic Function, Heart Rate, and Orthostatic Hypotension With Incident Glucose Disorders: The Cardiovascular Health Study. Diabetes Care 2022;45:2376-2382. Diabetes Care 2023; 46:1311. [PMID: 37053026 DOI: 10.2337/dc23-er06a] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
In Table 3 of the article cited above, the β (95% CI) and P value data were incorrect due to a calculation error. The revised data do not identify specific associations of measures of autonomic function with fasting measures of insulin resistance or insulin secretion available in the Cardiovascular Health Study (CHS). However, the main outcome of the article-that certain measures of cardiac autonomic function are prospectively associated with fasting glucose level changes-remains unaffected. The authors apologize for the error. The online version of the article (https://doi.org/10.2337/dc22-0553) has been updated with the corrected data.
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Buzkova P, Cauley JA, Fink HA, Robbins JA, Mukamal KJ, Barzilay JI. Age-Related Factors Associated with Hip Fracture Risk. Endocr Pract 2023:S1530-891X(23)00061-7. [PMID: 36889582 DOI: 10.1016/j.eprac.2023.03.001] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 02/25/2023] [Accepted: 03/01/2023] [Indexed: 03/08/2023]
Abstract
OBJECTIVES Advancing age is a powerful risk factor for hip fracture. The biological mechanisms through which aging impacts hip fracture risk have not been well studied. METHODS Biological factors associated with "advancing age" that help to explain how aging is associated with hip fracture risk are reviewed. The findings are based on analyses of the Cardiovascular Health Study, an ongoing observational study of adults ages >65 years with 25 years of follow up. RESULTS Five age-related factors were found to be significantly associated with hip fracture risk: (1) microvascular disease of the kidney (albuminuria and / or elevated urine albumin to creatinine ratio) and of the brain (abnormal white matter disease on brain MRI); (2) increased serum levels of carboxymethyl-lysine (CML), an advanced glycation end-product that reflects glycation and oxidative stress; (3) reduced parasympathetic tone, as derived from 24-hour Holter monitoring; (4) carotid artery atherosclerosis in the absence of clinical cardiovascular disease; and (5) increased trans-fatty acid levels in the blood. Each of these factors was associated with a 10-25%. increased risk of fracture. These associations were independent of traditional risk factors for hip fracture. CONCLUSION Several factors associated with older age help to explain how "aging" may be associated with hip fracture risk. These same factors may also explain the high risk for mortality following hip fracture.
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Affiliation(s)
- Petra Buzkova
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA
| | - Jane A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN
| | - John A Robbins
- Department of Medicine, University of California, Irvine, CA
| | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, and Department of Endocrinology, Emory University School of Medicine, Atlanta, GA
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11
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Barzilay JI, Buzkova P, Fink HA, Cauley JA, Carbone L, Elam R, Robbins JA, Stein P, Sheets K, Jalal D, Mukamal KJ. The associations of markers of endothelial dysfunction with hip fracture risk. Arch Osteoporos 2023; 18:39. [PMID: 36859726 PMCID: PMC10580991 DOI: 10.1007/s11657-023-01226-w] [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: 10/07/2022] [Accepted: 02/01/2023] [Indexed: 03/03/2023]
Abstract
Endothelial dysfunction underlies the development of atherosclerotic vascular disease, which in turn is associated with osteoporotic fractures. Here, we examined the association of two markers of endothelial dysfunction with incident hip fracture risk in older adults but found no statistically significant associations between them. PURPOSE/INTRODUCTION Endothelial dysfunction underlies the development of atherosclerotic vascular disease. Vascular disease, in turn, is associated with the risk of osteoporotic fractures, such as hip fractures. Here, we examine whether two measures of endothelial dysfunction are related to hip fracture risk. METHODS Participants for this study were 2792 individuals (mean age 78.6 years) who had flow-mediated dilation (FMD) measured after ischemia in the forearm and 2255 adults (mean age 73.3 years) with measured soluble intercellular adhesion molecule (siCAM) levels, a constitutive endothelial cell membrane protein associated with the initiation of atherosclerosis. Mean follow-up was 9.7 and 11.7 years, respectively. There were 375 and 265 incident hip fractures, respectively, in each group. RESULTS In Cox proportional hazards models, there was no significant association between FMD response and incident hip fracture (HR per 1% higher FMD was 0.98 [0.93, 1.04]; p = 0.44). In exploratory analyses, when data were examined dichotomously, participants in the lowest 80% of FMD (≤ 4.5%) had an adjusted 1.29 (0.98, 1.68; p = 0.067) higher hazard of hip fracture compared to participants in the upper 20% of FMD change. There were no significant associations between siCAM and incident hip fracture whether examined as a continuous or dichotomized variable. CONCLUSIONS Among older adults, two measures of endothelial dysfunction were not significantly associated with hip fracture risk. There was a trend for higher fracture risk with lower FMD.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, 3650 Steve Reynolds Blvd, Duluth, GA, 30096, USA.
- Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA.
| | - Petra Buzkova
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA, USA
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN, USA
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Jane A Cauley
- Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Laura Carbone
- Division of Rheumatology, Department of Medicine, Medical College of Georgia at Augusta University, Augusta, GA, USA
| | - Rachel Elam
- Division of Rheumatology, Department of Medicine, Medical College of Georgia at Augusta University, Augusta, GA, USA
| | - John A Robbins
- Department of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Phyllis Stein
- Department of Medicine, Cardiovascular Division, Washington University in Saint Louis School of Medicine, Saint Louis, MO, USA
| | - Kerry Sheets
- Geriatric Medicine, Hennepin Healthcare, Minneapolis, MN, USA
| | - Diana Jalal
- Division of Nephrology, Department of Internal Medicine, Carver College of Medicine, Iowa City, IA, USA
| | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Brookline, MA, USA
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12
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Sheets KM, Buzkova P, Chen Z, Carbone LD, Cauley JA, Barzilay JI, Starks JL, Miller LM, Fink HA. Association of covert brain infarcts and white matter hyperintensities with risk of hip fracture in older adults: the Cardiovascular Health Study. Osteoporos Int 2023; 34:91-99. [PMID: 36355067 PMCID: PMC9812913 DOI: 10.1007/s00198-022-06565-x] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 09/30/2022] [Indexed: 11/11/2022]
Abstract
Covert brain infarcts and white matter hyperintensities (WMHs), incidental markers of brain microvascular disease commonly seen on brain MRIs in older adults, have been associated with falls and lower bone mineral density. We found covert infarcts and WMHs may also be associated with an increased risk of future hip fracture. INTRODUCTION To determine whether covert infarcts and white matter hyperintensities (WMHs) are associated with increased risk of incident hip fracture. METHODS A prospective cohort of 3373 community-dwelling adults aged ≥ 65 years enrolled in the Cardiovascular Health Study with a brain MRI (1992-1993) was analyzed. Covert infarcts were categorized by number of infarcts and largest infarct size. WMH burden was assessed by radiologists and graded qualitatively from 0 (no WMHs) to 9 (extensive). RESULTS Participants had 465 incident hip fractures during a mean follow-up of 12.8 years. The demographic-adjusted hazard of incident hip fracture was 32% higher among participants with ≥ 1 covert infarct compared to those without infarcts (hazard ratio (HR) 1.32; 95% CI, 1.08-1.62). The hazard of incident hip fracture was similar after further adjustment for medications and medical history (HR = 1.34; 95% CI, 1.08-1.65), but attenuated following additional adjustment for functional status, frailty, and falls (HR = 1.25; 95% CI, 0.99-1.57). Fully adjusted hazard of incident hip fracture per increase in infarct number was 1.10 (95% CI, 0.98-1.23); risk in individuals whose largest infarct was ≥ 20 mm versus 3 to < 20 mm was similar. Compared with WMH grades 0-1, the demographic-adjusted hazard of hip fracture was 1.34 (95% CI, 1.09-1.66) and 1.83 (95% CI, 1.37-2.46), respectively, for WMH grades 2-3 and 4-9. The hazard was similar following adjustment for medications and medical history (grades 2-3: HR = 1.32; 95% CI, 1.05-1.64; grades 4-9: HR = 1.69; 95% CI, 1.23-2.30), but attenuated following additional adjustment for functional status, frailty, and falls (grades 2-3: HR = 1.24; 95% CI, 0.98-1.56; grades 4-9: HR = 1.34; 95% CI, 0.95-1.90). CONCLUSION Older, community-dwelling adults with covert infarcts or WMHs may be at increased risk of hip fracture.
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Affiliation(s)
- Kerry M Sheets
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
- Division of Geriatrics, Department of Medicine, Hennepin Healthcare, 701 Park Ave, Minneapolis, MN, 55415, USA.
| | - Petra Buzkova
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Zhao Chen
- Division of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, USA
| | - Laura D Carbone
- Charlie Norwood Veterans Affairs Center, Augusta, GA, USA
- Department of Medicine, J. Harold Harrison M.D. Distinguished Chair in Rheumatology, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Jane A Cauley
- Department of Epidemiology, School of Public Health, University of Pittsburg, Pittsburg, PA, USA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Duluth, GA, USA
- Division of Endocrinology, Emory University School of Medicine, Druid Hills, USA
| | - Jamie L Starks
- Department of Neurology, University of Minnesota, Minneapolis, MN, USA
- Department of Neurology, VA Health Care System, Minneapolis, MN, USA
| | - Lindsay M Miller
- Division of Nephrology-Hypertension, University of California San Diego, San Diego, CA, USA
| | - Howard A Fink
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN, USA
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Barzilay JI, Tressel W, Biggs ML, Stein PK, Kizer JR, Shitole SG, Bene-Alhasan Y, Mukamal KJ. The Association of Measures of Cardiovascular Autonomic Function, Heart Rate, and Orthostatic Hypotension With Incident Glucose Disorders: The Cardiovascular Health Study. Diabetes Care 2022; 45:2376-2382. [PMID: 35916730 PMCID: PMC9643137 DOI: 10.2337/dc22-0553] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 03/19/2022] [Accepted: 06/18/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The autonomic nervous system (ANS) innervates pancreatic endocrine cells, muscle, and liver, all of which participate in glucose metabolism. We tested whether measures of cardiovascular ANS function are independently associated with incident diabetes and annual change in fasting glucose (FG) levels as well as with insulin secretion and insulin sensitivity in older adults without diabetes. RESEARCH DESIGN AND METHODS Heart rate (HR) and measures of HR variability (HRV) were derived from 24-h electrocardiographic monitoring. Blood pressure, seated and standing, was measured. Cox proportional hazards models and linear mixed models were used to analyze the associations between HRV, HR, and orthostatic hypotension (SBP >20 mmHg decline) and incident diabetes or longitudinal FG change. RESULTS The mean annual unadjusted FG change was 1 mg/dL. Higher detrended fluctuation analyses (DFA) values, averaged over 4-11 (DFA1) or 12-20 beats (DFA2)-reflecting greater versus less organization of beat-to-beat intervals-were associated with less FG increase over time (per 1-SD increment: DFA1: -0.49 mg/dL/year [-0.96, -0.03]; DFA2: -0.55 mg/dL/year [-1.02, -0.09]). In mutually adjusted analyses, higher SD of the N-N interval (SDNN) was associated with less FG increase over time (per 1-SD increment: SDNN: -0.62 mg/dL/year [-1.22, -0.03]). Higher values of DFA1, DFA2, and SDNN were each associated with greater insulin secretion and insulin sensitivity but not with incident diabetes. We observed no association of HR or orthostatic hypotension with diabetes or FG change. CONCLUSIONS Specific measures of cardiac autonomic function are prospectively related to FG level changes and insulin secretion and action.
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Affiliation(s)
- Joshua I. Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta, GA
- Division of Endocrinology, Emory School of Medicine, Atlanta, GA
| | - William Tressel
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA
| | - Mary L. Biggs
- Department of Biostatistics, School of Public Health, University of Washington, Seattle, WA
| | - Phyllis K. Stein
- Cardiovascular Division, Department of Medicine, Washington University in St. Louis School of Medicine, Saint Louis, MO
| | - Jorge R. Kizer
- Cardiology Section, San Francisco VA Health Care System, San Francisco, CA
- Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Sanyog G. Shitole
- Cardiology Section, San Francisco VA Health Care System, San Francisco, CA
- Department of Medicine, University of California, San Francisco, San Francisco, CA
| | - Yakubu Bene-Alhasan
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Brookline, MA
| | - Kenneth J. Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Brookline, MA
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Barzilay JI, Buzkova P, Kuller LH, Cauley JA, Fink HA, Sheets K, Robbins JA, Carbone LD, Elam RE, Mukamal KJ. The Association of Lipids and Lipoproteins with Hip Fracture Risk: The Cardiovascular Health Study. Am J Med 2022; 135:1101-1108.e1. [PMID: 35679877 PMCID: PMC9536862 DOI: 10.1016/j.amjmed.2022.05.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/16/2022] [Accepted: 05/17/2022] [Indexed: 11/01/2022]
Abstract
BACKGROUND It is uncertain if lipids or lipoproteins are associated with osteoporotic fractures. In this study, incident hip fracture risk according to conventional lipid levels and lipoprotein levels and sizes was examined. METHODS We followed 5832 participants aged ≥65 years from the Cardiovascular Health Study for hip fracture for a mean of 13.5 (SD 5.7) years. Standard enzymatic methods were used to determine lipid levels (ie, high-density lipoprotein-cholesterol [HDL-c], low-density lipoprotein-cholesterol [LDL-c], and triglycerides). Nuclear magnetic resonance spectroscopy was used to measure lipoprotein fractions (ie, very-low-density lipoprotein-particle [VLDL-P], low-density lipoprotein-particle [LDL-P], high-density lipoprotein-particle [HDL-P]) in a subset of 1849 participants. RESULTS We documented 755 incident hip fractures among women (1.19 fractures per 100 participant years [95% confidence interval, 1.04, 1.35]) and 197 among men (0.67 fractures per 100 participant years [95% CI, 0.41, 1.10]) over an average follow-up. HDL-c and LDL-c levels had statistically significant nonlinear U-shaped relationships with hip fracture risk (HDL-c, P = .009; LDL-c, P = .02). Triglyceride levels were not significantly associated with hip fracture risk. In fully adjusted conjoint models, higher VLDL-P concentration (hazard ratio [HR] per 1 standard deviation [SD] increment 1.47 [1.13, 1.91] and size [HR per 1 SD increment 1.24 [1.05, 1.46]) and higher high-density lipoprotein particle size (HR per 1 SD increment 1.81 [1.25, 2.62]) were all associated with higher hip fracture risk. CONCLUSIONS Lipids and lipoproteins are associated with hip fracture risk in older adults. The associations are complex. Mechanistic studies are needed to understand these findings.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, and Department of Endocrinology, Emory University School of Medicine, Atlanta, Ga.
| | - Petra Buzkova
- Department of Biostatistics, School of Public Health, University of Washington, Seattle
| | - Lewis H Kuller
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Penn
| | - Jane A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Penn
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, Minn; Department of Medicine, University of Minnesota, Minneapolis
| | - Kerry Sheets
- Division of Geriatrics and Palliative Care, Hennepin Healthcare, Department of Medicine, University of Minnesota, Minneapolis
| | - John A Robbins
- Department of Medicine, University of California, Davis, Sacramento
| | - Laura D Carbone
- Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta Ga
| | - Rachel E Elam
- Division of Rheumatology, Medical College of Georgia at Augusta University, Augusta Ga
| | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, Mass
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Barzilay JI, Younes N, Pop-Busui R, Florez H, Seaquist E, Falck-Ytter C, Luchsinger JA. Corrigendum to "The cross-sectional association of renal dysfunction with tests of cognition in middle-aged adults with early type 2 diabetes The GRADE Study" [J. Diabetes Complicat., 35 (3) (2021) 107805]. J Diabetes Complications 2022; 36:108254. [PMID: 35803841 DOI: 10.1016/j.jdiacomp.2022.108254] [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: 11/28/2022]
Affiliation(s)
- Joshua I Barzilay
- Kaiser Permanente of Georgia, Division of Endocrinology, Atlanta, GA, United States of America; Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, United States of America.
| | - Naji Younes
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, George Washington University, Rockville, MD, United States of America
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States of America
| | - Hermes Florez
- GRECC Miami VA Healthcare System, University of Miami, Miami, FL, United States of America
| | - Elizabeth Seaquist
- Division of Diabetes and Endocrinology, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN, United States of America
| | - Corinna Falck-Ytter
- Department of Medicine, VA North East Ohio Healthcare System, Case Western Reserve University, Cleveland, OH, United States of America
| | - Jose A Luchsinger
- Columbia University Irving Medical Center, Department of Medicine, New York, NY, United States of America; Columbia University Irving Medical Center, Department of Epidemiology, New York, NY, United States of America
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16
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Elam RE, Bůžková P, Barzilay JI, Wang Z, Nemet I, Budoff MJ, Cauley JA, Fink HA, Lee Y, Robbins JA, Wang M, Hazen SL, Mozaffarian D, Carbone LD. Trimethylamine N-oxide and hip fracture and bone mineral density in older adults: The cardiovascular health study. Bone 2022; 161:116431. [PMID: 35577327 PMCID: PMC10712255 DOI: 10.1016/j.bone.2022.116431] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/06/2022] [Accepted: 05/09/2022] [Indexed: 12/12/2022]
Abstract
CONTEXT Gut microbiota-derived metabolite trimethylamine N-oxide (TMAO) may adversely affect bone by inducing oxidative stress. Whether this translates into increased fracture risk in older adults is uncertain. OBJECTIVE Determine the associations of plasma TMAO with hip fracture and bone mineral density (BMD) in older adults. DESIGN AND SETTING Cox hazard models and linear regression stratified by sex examined the associations of TMAO with hip fracture and BMD in the longitudinal cohort of the Cardiovascular Health Study. PARTICIPANTS 5019 U.S. adults aged ≥65 years. EXPOSURE Plasma TMAO. MAIN OUTCOME MEASURES Incident hip fractures; total hip BMD dual x-ray absorptiometry in a subset (n = 1400). RESULTS Six hundred sixty-six incident hip fractures occurred during up to 26 years of follow-up (67,574 person-years). After multivariable adjustment, TMAO was not significantly associated with hip fracture (women: hazard ratio (HR) [95% confidence interval (CI)] of 1.00[0.92,1.09] per TMAO doubling; men: 1.12[0.95,1.33]). TMAO was also not associated with total hip BMD (women: BMD difference [95% CI] of 0.42 g/cm2*100 [-0.34,1.17] per TMAO doubling; men: 0.19[-1.04,1.42]). In exploratory analyses, we found an interaction between body mass index (BMI) and the association of TMAO with hip fracture (P < 0.01). Higher TMAO was significantly associated with risk of hip fracture in adults with overweight or obesity (BMI ≥ 25) (HR [95% CI]:1.17[1.05,1.31]), but not normal or underweight. CONCLUSIONS Among older US men and women, TMAO was not significantly associated with risk of hip fracture or BMD overall. Exploratory analyses suggested a significant association between higher TMAO and hip fracture when BMI was elevated, which merits further study.
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Affiliation(s)
- Rachel E Elam
- Division of Rheumatology, Department of Medicine, Augusta University, Augusta, GA, USA; Charlie Norwood Veterans Affairs Medical Center, Veterans Affairs Health Care System, Augusta, GA, USA.
| | - Petra Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Emory University School of Medicine, Atlanta, GA, USA
| | - Zeneng Wang
- Department of Cardiovascular & Metabolic Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Ina Nemet
- Department of Cardiovascular & Metabolic Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Matthew J Budoff
- Department of Cardiology and Medicine, University of California - Los Angeles, Los Angeles, CA, USA
| | - Jane A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, Veterans Affairs Health Care System, Minneapolis, MN, USA
| | - Yujin Lee
- Department of Food and Nutrition, Myongji University, Yongin, Republic of Korea
| | - John A Robbins
- Department of Medicine, University of California, Davis, Modesto, CA, USA
| | - Meng Wang
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA
| | - Stanley L Hazen
- Department of Cardiovascular & Metabolic Sciences, Cleveland Clinic, Cleveland, OH, USA; Department of Cardiovascular Medicine, Cleveland Clinic, Cleveland, OH, USA
| | - Dariush Mozaffarian
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA
| | - Laura D Carbone
- Division of Rheumatology, Department of Medicine, Augusta University, Augusta, GA, USA; Charlie Norwood Veterans Affairs Medical Center, Veterans Affairs Health Care System, Augusta, GA, USA
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Barzilay JI, Ghosh A, Busui RP, Ahmann A, Balasubramanyam A, Banerji MA, Cohen RM, Green J, Ismail-Beigi F, Martin CL, Seaquist E, Luchsinger JA. The cross-sectional association of cognition with diabetic peripheral and autonomic neuropathy-The GRADE study. J Diabetes Complications 2021; 35:108047. [PMID: 34556408 PMCID: PMC8608739 DOI: 10.1016/j.jdiacomp.2021.108047] [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: 07/30/2021] [Revised: 09/10/2021] [Accepted: 09/10/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Studies examining whether measures of cognition are related to the presence of diabetic peripheral neuropathy (DPN) and/or cardiovascular autonomic neuropathy (CAN) are lacking, as are data regarding factors potentially explaining such associations. METHODS Participants were from the Glycemia Reduction Approaches in Diabetes Study (GRADE) that examined 5047 middle-aged people with type 2 diabetes of <10 years of known duration. Verbal learning and immediate and delayed recall (memory) were assessed with the Spanish English Verbal Learning Test; frontal executive function and processing speed with the Digit Symbol Substitution Test; and ability to concentrate and organize data with word and animal fluency tests. DPN was assessed with the Michigan Neuropathy Screening Instrument and CAN by indices of heart rate variability (standard deviation of normal beat to beat variation [SDNN] and root mean square of successive differences [RMSSD]). RESULTS DPN was significantly inversely related to measures of immediate recall and processing speed. The percent of cognitive variation explained by DPN was small. Tests of CAN had an inconsistent or absent association with measures of cognition. Higher waist circumference and urine albumin creatinine (UACR) levels were the strongest correlates in the relationship between DPN and cognitive impairment. CONCLUSION DPN, but not CAN, was cross-sectionally associated with lower performance in measures of cognition in people with type 2 diabetes of <10 years of known duration. Greater waist circumference and UACR were important variables in this association. The mechanisms underlying the cross-sectional association of DPN with cognitive impairment are unknown. Clinicaltrials.gov: NCT01794143.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, United States of America.
| | - Alokananda Ghosh
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD, United States of America
| | - Rodica Pop Busui
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States of America
| | - Andrew Ahmann
- Division of Endocrinology, Diabetes & Clinical Nutrition, Oregon Health & Science University, Portland, OR, United States of America
| | - Ashok Balasubramanyam
- Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, Houston, TX, United States of America
| | - Mary Ann Banerji
- State University of New York Downstate Medical Center, Kings County Hospital, Brooklyn, NY, United States of America
| | - Robert M Cohen
- Division of, Endocrinology, Diabetes, and Metabolism, University of Cincinnati College of Medicine and Cincinnati VA Medical Center, Cincinnati, OH, United States of America
| | - Jennifer Green
- Department of Medicine, Division of Endocrinology, Duke University Medical Center, Durham, NC, United States of America
| | - Faramarz Ismail-Beigi
- Division of Endocrinology, Case Western Reserve University and Cleveland VA Medical Center, Cleveland, OH, United States of America
| | - Catherine L Martin
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States of America
| | - Elizabeth Seaquist
- Division of Diabetes and Endocrinology, Department of Medicine, University of Minnesota, Minneapolis, MN, United States of America
| | - José A Luchsinger
- Columbia University Irving Medical Center, Department of Medicine, New York, NY, United States of America; Columbia University Irving Medical Center, Department of Epidemiology, New York, NY, United States of America
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18
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Barzilay JI, Buzkova P, Djoussé L, Ix J, Kizer J, Cauley J, Matthan N, Lichtenstein AH, Mukamal KJ. Serum non-esterified fatty acid levels and hip fracture risk: The Cardiovascular Health Study. Osteoporos Int 2021; 32:1745-1751. [PMID: 33651122 PMCID: PMC8572549 DOI: 10.1007/s00198-021-05897-4] [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: 11/05/2020] [Accepted: 02/16/2021] [Indexed: 11/28/2022]
Abstract
UNLABELLED Among elderly participants from the Cardiovascular Health Study, we found that non-esterified trans fatty acid levels had a significant prospective association with hip fracture risk. Other non-esterified fatty acid classes were not associated with hip fracture risk. INTRODUCTION Serum non-esterified fatty acids (NEFAs) are bioactive metabolic intermediates that can be taken up by bone tissue. Their associations with hip fracture risk have not been previously examined. METHODS Thirty-five individual NEFAs in five classes (saturated [SFA], mono-un-saturated [MUFA], poly-unsaturated n-6 and n-3 [PUFA], and trans-FA) were measured in Cardiovascular Health Study participants (n = 2139, mean age 77.8 years) without known diabetes. The multivariable associations of NEFA levels with hip fracture risk were evaluated in Cox hazards models. RESULTS We documented 303 incident hip fractures during 11.1 years of follow-up. Among the five NEFA classes, total trans FA levels were positively associated with higher hip fracture risk (HR 1.17 [95% CI, 1.04, 1.31; p = 0.01] per one standard deviation higher level). The SFA lignoceric acid (24:0) was positively associated with higher risk (HR 1.09 [1.04, 1.1]; p < 0.001), while behenic (22:0) and docosatetraenoic (22:4 n6) acids were associated with lower risk (HR 0.76 [0.61, 0.94]; p = 0.01; 0.84 [0.70, 1.00]; p = 0.05, respectively). CONCLUSION Total plasma trans NEFA levels are related to hip fracture risk, suggesting an unrecognized benefit of their systematic removal from food. Novel associations of individual NEFAs with hip fracture risk require confirmation in other cohort studies.
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Grants
- This research was supported by contracts HHSN268201200036C, HHSN268200800007C, HHSN268201800001C, N01HC55222, N01HC85079, N01HC85080, N01HC85081, N01HC85082, N01HC85083, N01HC85086, and grants U01HL080295 and U01HL130114 from the National Heart, Lung, and Blood Institute (NHLBI), with additional contribution from the National Institute of Neurological Disorders and Stroke (NINDS). Additional support was provided by R01AG023629 from the National Institute on Aging (NIA). NHLBI NIH HHS
- U01 HL080295 NHLBI NIH HHS
- U01 HL130114 NHLBI NIH HHS
- HHSN268200800007C NHLBI NIH HHS
- N01HC55222 NHLBI NIH HHS
- N01HC85086 NHLBI NIH HHS
- N01HC85082 NHLBI NIH HHS
- N01HC85083 NHLBI NIH HHS
- N01HC85080 NHLBI NIH HHS
- N01HC85081 NHLBI NIH HHS
- HHSN268201200036C NHLBI NIH HHS
- HHSN268201800001C NHLBI NIH HHS
- N01HC85079 NHLBI NIH HHS
- R01 AG023629 NIA NIH HHS
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Affiliation(s)
- J I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, 3650 Steve Reynolds Blvd, Duluth, GA, 30096, USA.
- Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA.
| | - P Buzkova
- Department of Biostatistics, University of Washington School of Public Health, Seattle, WA, USA
| | - L Djoussé
- Department of Medicine, Division of Aging, Brigham and Women's Hospital, Boston, MA, USA
| | - J Ix
- Division of Nephrology, University of California San Diego, San Diego, CA, USA
| | - J Kizer
- Cardiology Section, San Francisco Veterans Affairs Health Care System, San Francisco, CA, USA
- Departments of Medicine and Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - J Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - N Matthan
- Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA, USA
| | - A H Lichtenstein
- Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA, USA
| | - K J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard University, Brookline, MA, USA
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19
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Utzschneider KM, Younes N, Rasouli N, Barzilay JI, Banerji MA, Cohen RM, Gonzalez EV, Ismail-Beigi F, Mather KJ, Raskin P, Wexler DJ, Lachin JM, Kahn SE. Shape of the OGTT glucose response curve: relationship with β-cell function and differences by sex, race, and BMI in adults with early type 2 diabetes treated with metformin. BMJ Open Diabetes Res Care 2021; 9:9/1/e002264. [PMID: 34531242 PMCID: PMC8449940 DOI: 10.1136/bmjdrc-2021-002264] [Citation(s) in RCA: 3] [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] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 08/17/2021] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION The shape of the glucose curve during an oral glucose tolerance test (OGTT) reflects β-cell function in populations without diabetes but has not been as well studied in those with diabetes. A monophasic shape has been associated with higher risk of diabetes, while a biphasic pattern has been associated with lower risk. We sought to determine if phenotypic or metabolic characteristics were associated with glucose response curve shape in adults with type 2 diabetes treated with metformin alone. RESEARCH DESIGN AND METHODS This is a cross-sectional analysis of 3108 metformin-treated adults with type 2 diabetes diagnosed <10 years who underwent 2-hour 75 g OGTT at baseline as part of the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE). Insulin sensitivity (homeostasis model of insulin sensitivity, HOMA2-S) and β-cell function (early, late, and total incremental insulin and C peptide responses adjusted for HOMA2-S) were calculated. Glucose curve shape was classified as monophasic, biphasic, or continuous rise. RESULTS The monophasic profile was the most common (67.8% monophasic, 5.5% biphasic, 26.7% continuous rise). The monophasic subgroup was younger, more likely male and white, and had higher body mass index (BMI), while the continuous rise subgroup was more likely female and African American/black. HOMA2-S and fasting glucose did not differ among the subgroups. The biphasic subgroup had the highest early, late, and total insulin and C peptide responses (all p<0.05 vs monophasic and continuous rise). Compared with the monophasic subgroup, the continuous rise subgroup had similar early insulin (p=0.3) and C peptide (p=0.6) responses but lower late insulin (p<0.001) and total insulin (p=0.008) and C peptide (p<0.001) responses. CONCLUSIONS Based on the large multiethnic GRADE cohort, sex, race, age, and BMI were found to be important determinants of the shape of the glucose response curve. A pattern of a continuously rising glucose at 2 hours reflected reduced β-cell function and may portend increased glycemic failure rates. TRIAL REGISTRATION NUMBER NCT01794143.
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Affiliation(s)
- Kristina M Utzschneider
- Research and Development, VA Puget Sound Health Care System Seattle Division, Seattle, Washington, USA
- Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, Washington, USA
| | - Naji Younes
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, Maryland, USA
| | - Neda Rasouli
- Endocrinology, Metabolism and Diabetes, University of Colorado Denver School of Medicine, Aurora, Colorado, USA
- Endocrinology, VA Eastern Colorado Health Care System, Denver, Colorado, USA
| | | | - Mary Ann Banerji
- Diabetes Treatment Center, SUNY Downstate Medical Center, New York City, New York, USA
| | - Robert M Cohen
- Division of Endocrinology, Metabolism, University of Cincinnati, Cincinnati, Ohio, USA
- Cincinnati VA Medical Center, Cincinnati, Ohio, USA
| | | | - Faramarz Ismail-Beigi
- Departments of Medicine and Biochemistry, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio, USA
| | - Kieren J Mather
- Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Philip Raskin
- Internal Medicine Department, The University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Deborah J Wexler
- Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - John M Lachin
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, Maryland, USA
| | - Steven E Kahn
- Research and Development, VA Puget Sound Health Care System Seattle Division, Seattle, Washington, USA
- Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, Washington, USA
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20
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Barzilay JI, Buzkova P, Shlipak MG, Lyles MF, Bansal N, Garimella PS, Ix JH, Kizer JR, Strotmeyer ES, Djousse L, Biggs ML, Siscovick D, Mukamal KJ. Urine creatinine concentration and clinical outcomes in older adults: The Cardiovascular Health Study. J Am Geriatr Soc 2021; 69:3486-3496. [PMID: 34363689 DOI: 10.1111/jgs.17388] [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: 02/03/2021] [Revised: 07/02/2021] [Accepted: 07/11/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE Loss of muscle mass and strength are associated with long-term adverse health outcomes in older adults. Urine creatinine concentrations (Ucr; mg/dl) are a measure of muscle tissue mass and turnover. This study assessed the associations of a spot Ucr level with muscle mass and with risk of hospitalization, mortality, and diabetes mellitus in older adults. METHODS We examined 3424 participants from the Cardiovascular Health Study who provided spot urine samples in 1996-1997 and who were followed through June 2015. All participants underwent baseline measurement of grip strength. In a sub-cohort, 1331 participants underwent dual energy X-ray absorptiometry (DEXA) scans, from which lean muscle mass was derived. Participants were followed for a median of 10 years for hospitalizations and mortality, and 9 years for diabetes mellitus. RESULTS In linear regression analysis, a one standard deviation higher Ucr concentration (64.6 mg/dl) was associated with greater grip strength (kg force) β = 0.44 [0.16, 0.72]; p = 0.002) and higher lean muscle mass (kg) (β = 0.43 [0.08, 0.78]; p = 0.02). In Cox regression analyses, each standard deviation greater Ucr concentration was associated with lower rates of hospitalizations (0.94 [95% confidence interval, 0.90, 0.98]; p < 0.001) and lower mortality risk (0.92 [0.88, 0.97]; p < 0.001), while a one standard deviation increase in muscle mass derived from DEXA had no such significant association. Ucr levels were not associated with incident diabetes mellitus risk (0.97 [0.85, 1.11]; p = 0.65). CONCLUSION A higher spot Ucr concentration was favorably associated with muscle mass and strength and with health outcomes in older community-living adults. The ease of obtaining a spot Ucr makes it an attractive analyte to use for gauging the health of older adults.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta, Georgia, USA.,Division of Endocrinology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Petra Buzkova
- Department of Biostatistics, University of Washington School of Public Health, Seattle, Washington, USA
| | - Michael G Shlipak
- Kidney Health Research Collaborative, San Francisco VA Medical Center, San Francisco, California, USA
| | - Mary F Lyles
- Department of Medicine, Division of Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Nisha Bansal
- Division of Nephrology, University of Washington School of Medicine, Seattle, Washington, USA
| | - Pranav S Garimella
- Division of Nephrology-Hypertension, University of California-San Diego, San Diego, California, USA
| | - Joachim H Ix
- Division of Nephrology-Hypertension, University of California-San Diego, San Diego, California, USA.,Nephrology Section, Veterans Affairs San Diego Healthcare System, San Diego, California, USA
| | - Jorge R Kizer
- Cardiology Section, San Francisco Veterans Affairs Health Care System, San Francisco, California, USA.,Departments of Medicine, Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Elsa S Strotmeyer
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Luc Djousse
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Mary L Biggs
- Department of Biostatistics, University of Washington School of Public Health, Seattle, Washington, USA
| | | | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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21
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Barzilay JI, Younes N, Pop-Busui R, Florez H, Seaquist E, Falck-Ytter C, Luchsinger JA. The cross-sectional association of renal dysfunction with tests of cognition in middle-aged adults with early type 2 diabetes: The GRADE Study. J Diabetes Complications 2021; 35:107805. [PMID: 33288412 PMCID: PMC7870547 DOI: 10.1016/j.jdiacomp.2020.107805] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 09/23/2020] [Revised: 11/17/2020] [Accepted: 11/17/2020] [Indexed: 11/28/2022]
Abstract
OBJECTIVE The association of renal dysfunction with tests of cognition in type 2 diabetes has been examined in individuals with moderate and advanced renal disease. Here we examine the association of renal dysfunction with tests of cognition in a cohort of middle-aged adults with short duration diabetes (mean 4.0 ± 2.8 years). METHODS Baseline data were examined from the Glycemia Reduction Approaches in Diabetes (GRADE) study (n = 4998). Renal dysfunction was defined by the presence of albumin in the urine or by estimated glomerular filtration rate (eGFR). Cognition was assessed with the Spanish English Verbal Learning Test, Letter and Animal fluency tests, and the Digit Symbol Substitution Test. RESULTS Participants with albuminuria or eGFR <60 ml/min/1.73 m2 had significantly lower test scores of information processing speed and perception, executive function and ability to categorize information, and of verbal learning and memory compared to participants without renal disease. Adjustment for hypertension, dyslipidemia, and waist circumference attenuated many of these findings but markers of impaired learning and executive function continued to remain lower in association with higher urine albumin levels. CONCLUSION In type 2 diabetes of short duration, there are already subtle deficiencies in markers of cognition in association with renal disease in middle aged adults.
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Affiliation(s)
- Joshua I Barzilay
- Kaiser Permanente of Georgia, Division of Endocrinology, Atlanta, GA, United States of America; Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, United States of America.
| | - Naji Younes
- The Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, George Washington University, Rockville, MD, United States of America
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States of America
| | - Hermes Florez
- GRECC Miami VA Healthcare System, University of Miami, Miami, FL, United States of America
| | - Elizabeth Seaquist
- Division of Diabetes and Endocrinology, Department of Medicine, University of Minnesota Medical School, Minneapolis, MN, United States of America
| | - Corinna Falck-Ytter
- Department of Medicine, VA North East Ohio Healthcare System, Case Western Reserve University, Cleveland, OH, United States of America
| | - Jose A Luchsinger
- Columbia University Irving Medical Center, Department of Medicine, New York, NY, United States of America; Columbia University Irving Medical Center, Department of Epidemiology, New York, NY, United States of America
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22
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Barzilay JI, Buzkova P, Shlipak MG, Bansal N, Garimella P, Mukamal KJ. Hospitalization Rates in Older Adults With Albuminuria: The Cardiovascular Health Study. J Gerontol A Biol Sci Med Sci 2020; 75:2426-2433. [PMID: 31968074 PMCID: PMC7662181 DOI: 10.1093/gerona/glaa020] [Citation(s) in RCA: 4] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Albuminuria is highly prevalent among older adults, especially those with diabetes. It is associated with several chronic diseases, but its overall impact on the health of older adults, as measured by hospitalization, has not been quantified. METHOD We followed up 3,110 adults, mean age 78 years, for a median 9.75 years, of whom 654 (21%) had albuminuria (≥30 mg albumin/gram creatinine) at baseline. Poisson regression models, adjusted for cardiovascular, renal, and demographic factors, were used to evaluate the association of albuminuria with all-cause and cause-specific hospitalizations, as defined by ICD, version 9, categories. RESULTS The rates of hospitalization per 100 patient-years were 65.85 for participants with albuminuria and 37.55 for participants without albuminuria. After adjustment for covariates, participants with albuminuria were more likely to be hospitalized for any cause than participants without albuminuria (incident rate ratio, 1.39 [95% confidence intervals, 1.27. 1.53]) and to experience more days in hospital (incident rate ratio 1.56 [1.37, 1.76]). The association of albuminuria with hospitalization was similar among participants with and without diabetes (adjusted incident rate ratio for albuminuria versus no albuminuria: diabetes 1.37 [1.11, 1.70], no diabetes 1.40 [1.26, 1.55]; p interaction nonsignificant). Albuminuria was significantly associated with hospitalization for circulatory, endocrine, genitourinary, respiratory, and injury categories. CONCLUSIONS Albuminuria in older adults is associated with an increased risk of hospitalization for a broad range of illnesses. Albuminuria in the presence or absence of diabetes appears to mark a generalized vulnerability to diseases of aging among older adults.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta
- The Division of Endocrinology, Emory University School of Medicine, Atlanta, Georgia
| | - Petra Buzkova
- Department of Biostatistics, University of Washington School of Public Health, Seattle
| | - Michael G Shlipak
- Kidney Health Research Collaborative, San Francisco VA Medical Center, California
| | - Nisha Bansal
- Division of Nephrology, University of Washington School of Medicine, Seattle
| | - Pranav Garimella
- Division of Nephrology-Hypertension, University of California–San Diego
| | - Kenneth J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
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23
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Garber AJ, Handelsman Y, Grunberger G, Einhorn D, Abrahamson MJ, Barzilay JI, Blonde L, Bush MA, DeFronzo RA, Garber JR, Garvey WT, Hirsch IB, Jellinger PS, McGill JB, Mechanick JI, Perreault L, Rosenblit PD, Samson S, Umpierrez GE. CONSENSUS STATEMENT BY THE AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS AND AMERICAN COLLEGE OF ENDOCRINOLOGY ON THE COMPREHENSIVE TYPE 2 DIABETES MANAGEMENT ALGORITHM - 2020 EXECUTIVE SUMMARY. Endocr Pract 2020; 26:107-139. [PMID: 32022600 DOI: 10.4158/cs-2019-0472] [Citation(s) in RCA: 320] [Impact Index Per Article: 80.0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Shitole SG, Biggs ML, Reiner AP, Mukamal KJ, Djoussé L, Ix JH, Barzilay JI, Tracy RP, Siscovick D, Kizer JR. Soluble CD14 and CD14 Variants, Other Inflammatory Markers, and Glucose Dysregulation in Older Adults: The Cardiovascular Health Study. Diabetes Care 2019; 42:2075-2082. [PMID: 31471378 PMCID: PMC6804612 DOI: 10.2337/dc19-0723] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [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] [Received: 04/10/2019] [Accepted: 08/06/2019] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Experimental studies have implicated soluble (s)CD14, an effector of lipopolysaccharide-induced inflammation, in insulin resistance, but its role in human metabolic endotoxemia has not been studied. We evaluated sCD14 in relation to dysglycemia in older adults and how this compares to other markers of inflammation. RESEARCH DESIGN AND METHODS We investigated associations of sCD14, interleukin-6 (IL-6), CRP, and white blood cell (WBC) count with insulin resistance (quantitative insulin-sensitivity check index and HOMA 2 of insulin resistance) and incident type 2 diabetes in a population-based cohort of older adults. We also assessed the causal role of sCD14 in insulin resistance using an instrumental variable approach by Mendelian randomization. RESULTS After adjustment for conventional risk factors, each of the four biomarkers showed positive cross-sectional associations with both insulin resistance measures. These associations persisted after mutual adjustment for all markers except sCD14. Over a median follow-up of 11.6 years, 466 cases of diabetes occurred. All biomarkers except sCD14 were positively associated with diabetes, although only WBC count remained associated (hazard ratio 1.43 per doubling [95% CI 1.07, 1.90]) after mutual adjustment. Instrumental variable analysis did not support a causal role for sCD14 in insulin resistance. CONCLUSIONS Among older adults, sCD14 was associated with insulin resistance, but this disappeared after adjustment for other biomarkers, showed no evidence of a causal basis, and was not accompanied by a similar association with diabetes. IL-6, CRP, and WBC count were each associated with insulin resistance and diabetes, WBC count most robustly. These findings do not support a central role for sCD14, but they highlight the preeminence of WBC count as an inflammatory measure of diabetes risk in this population.
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Affiliation(s)
- Sanyog G Shitole
- San Francisco VA Health Care System, San Francisco, CA.,University of California, San Francisco, San Francisco, CA
| | | | | | - Kenneth J Mukamal
- Beth Israel Deaconess Medical Center, Boston, MA.,Harvard Medical School, Boston, MA
| | - Luc Djoussé
- Harvard Medical School, Boston, MA.,Brigham and Women's Hospital, Boston, MA.,VA Boston Healthcare System, Boston, MA
| | - Joachim H Ix
- University of California San Diego School of Medicine, La Jolla, CA.,VA San Diego Healthcare System, San Diego, CA
| | - Joshua I Barzilay
- Kaiser Permanente Georgia Region, Atlanta, GA.,Emory University School of Medicine, Atlanta, GA
| | | | | | - Jorge R Kizer
- San Francisco VA Health Care System, San Francisco, CA .,University of California, San Francisco, San Francisco, CA
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25
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Buzkova P, Barzilay JI, Mukamal KJ. Assessing risk factors of non-fatal outcomes amid a competing risk of mortality: the example of hip fracture. Osteoporos Int 2019; 30:2073-2078. [PMID: 31256203 PMCID: PMC7355389 DOI: 10.1007/s00198-019-05048-w] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [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: 09/18/2018] [Accepted: 06/04/2019] [Indexed: 11/28/2022]
Abstract
UNLABELLED The Fine-Gray method is often used instead of Cox regression to account for competing risks of death in time-to-event analyses for non-fatal outcomes. A series of examples using well-known risk factors of hip fracture in an older cohort with substantial competing mortality demonstrates that the Fine-Gray approach can yield estimates that implausibly contradict long-established associations, while Cox regression preserves them. Cox regression is generally preferred for risk factor-outcome associations even in the presence of competing risk of death. INTRODUCTION Factors like age, sex, and race are associated not only with risk of hip fracture but also with mortality. Substantial misunderstanding remains regarding the appropriate statistical approach to account for the competing risk of mortality. METHODS In the Cardiovascular Health Study, an ongoing cohort study of 5888 older adults, we followed participants for incident hip fracture from their 1992-1993 visit through June 2014. We contrasted the conventional cause-specific Cox analysis, which censors individuals at the time of death, with the Fine-Gray (FG) approach, which extends participant follow-up even after death, to estimate the association of well-established demographic and clinical factors with incident hip fracture. RESULTS For age, current smoking and sex, Cox and FG methods yielded directionally concordant but quantitatively different strengths of association. For example, the Cox hazard ratio (HR) for a 5-year increment in age was 1.74 (95% CI, 1.61-1.87), while the corresponding FG HR was 1.16 (1.09-1.24). In contrast, the FG approach estimated a stronger association of hip fracture with sex. The two approaches yielded nearly identical results for race. For diabetes and kidney function, the estimates were discordant in direction, and the FG HRs suggested effects that were in the opposite direction of well-understood and widely accepted associations. CONCLUSIONS Cause-specific Cox models provide appropriate estimates of hazard for non-fatal outcomes like hip fracture even in the presence of competing risk of mortality. The Cox approach estimates hazard in the population of individuals who have not yet had an incident hip fracture and remain alive, which is typically the group of clinical interest. The Fine-Gray method estimates hazard in a hypothetical population that can yield misleading inferences about risk factors in populations of clinical interest.
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Affiliation(s)
- P Buzkova
- Department of Biostatistics, University of Washington, CHS CC, Bldg. 29, Suite 310, 6200 NE 74th Street, Seattle, WA, 98115, USA.
| | - J I Barzilay
- Kaiser Permanente of Georgia, Division of Endocrinology and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA
| | - K J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, USA
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Bůžková P, Barzilay JI. Comment on Davis et al. Development and Validation of a Simple Hip Fracture Risk Prediction Tool for Type 2 Diabetes: The Fremantle Diabetes Study Phase I. Diabetes Care 2018;42:102-109. Diabetes Care 2019; 42:e100. [PMID: 31110124 PMCID: PMC6609946 DOI: 10.2337/dc19-0204] [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] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Petra Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta, GA
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Garber AJ, Abrahamson MJ, Barzilay JI, Blonde L, Bloomgarden ZT, Bush MA, Dagogo-Jack S, DeFronzo RA, Einhorn D, Fonseca VA, Garber JR, Garvey WT, Grunberger G, Handelsman Y, Hirsch IB, Jellinger PS, McGill JB, Mechanick JI, Rosenblit PD, Umpierrez GE. CONSENSUS STATEMENT BY THE AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS AND AMERICAN COLLEGE OF ENDOCRINOLOGY ON THE COMPREHENSIVE TYPE 2 DIABETES MANAGEMENT ALGORITHM - 2019 EXECUTIVE SUMMARY. Endocr Pract 2019; 25:69-100. [PMID: 30742570 DOI: 10.4158/cs-2018-0535] [Citation(s) in RCA: 203] [Impact Index Per Article: 40.6] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Bůžková P, Barzilay JI, Fink HA, Robbins JA, Cauley JA, Ix JH, Mukamal KJ. Higher albumin:creatinine ratio and lower estimated glomerular filtration rate are potential risk factors for decline of physical performance in the elderly: the Cardiovascular Health Study. Clin Kidney J 2019; 12:788-794. [PMID: 31807292 PMCID: PMC6885681 DOI: 10.1093/ckj/sfz024] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Indexed: 12/23/2022] Open
Abstract
Introduction Mildly reduced renal function and elevated urine protein levels are each prospectively associated with hip fracture risk in older adults. Here we determine whether these markers are associated with reduced appendicular muscle performance. Methods We prospectively examined the associations of urine albumin:creatinine ratio (ACR) and reduced estimated glomerular filtration rate (eGFR) with longitudinal changes in grip strength and gait speed >2 years in 2317 older community-dwelling men and women (median age 77 years). The median ACR was 9.8 [interquartile range (IQR) 5.40–21.50] mg/g creatinine and the median eGFR was 71.6 (IQR 59.1–83.56) mL/min/1.73 m2. Models were adjusted for demographic factors, clinical history and biochemical measures in four candidate pathways: diabetes, oxidative stress, inflammation and fibrosis. Results In demographic- and covariate-adjusted models, a 2-fold higher baseline urine ACR was associated with longitudinal changes of −0.17 kg [95% confidence interval (CI) −0.29 to −0.06) in grip strength and −1.10 cm/s (95% CI −1.67 to −0.53) gait speed per year. Corresponding estimates for a 10 mL/min/1.73 m2 lower baseline eGFR were −0.13 kg (95% CI −0.23 to −0.04) and −0.89 cm/s (95% CI −1.37 to −0.40), respectively. The associations of a 2-fold higher baseline ACR and a 10 mL/min/1.73 m2 lower baseline eGFR using cystatin C with grip strength and gait speed were equivalent to ∼1.2–1.9 additional years of age. Adjustment for covariates in candidate pathways did not attenuate these estimates. Conclusions In older adults, higher ACR and lower eGFR are potential risk factors for a decline of physical performance >2 years.
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Affiliation(s)
- Petra Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Emory University School of Medicine, Atlanta, GA, USA
| | - Howard A Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN, USA
| | - John A Robbins
- Department of Medicine, University of California, Davis, Modesto, CA, USA
| | - Jane A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Joachim H Ix
- Division of Nephrology, University of California, San Diego, San Diego, CA, USA
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Barzilay JI, Lai D, Davis BR, Pressel S, Previn HE, Arnett DK. The Interaction of a Diabetes Gene Risk Score With 3 Different Antihypertensive Medications for Incident Glucose-level Elevation. Am J Hypertens 2019; 32:343-349. [PMID: 30590387 DOI: 10.1093/ajh/hpy199] [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: 08/22/2018] [Revised: 11/27/2018] [Accepted: 12/24/2018] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Elevations of fasting glucose (FG) levels are frequently encountered in people treated with thiazide diuretics. The risk is lower in people treated with ACE inhibitors (ACEi). To determine if genetic factors play a role in FG elevation, we examined the interaction of a diabetes gene risk score (GRS) with the use of 3 different antihypertensive medications. METHODS We examined 376 nondiabetic hypertensive individuals with baseline FG <100 mg/dl who were genotyped for 24 genes associated with risk of elevated glucose levels. All participants had ≥1 follow-up FG level over 6 years of follow-up. Participants were randomized to treatment with a thiazide-like diuretic (chlorthalidone), a calcium channel blocker (CCB; amlodipine), or an ACEi (lisinopril). Outcomes were an FG increase of ≥13 or ≥27 mg/dl, the upper 75% and 90% FG increase in the parent cohort from which the present cohort was obtained. Odds ratios were adjusted for factors that increase FG levels. RESULTS For every 1 allele increase in GRS, the adjusted odds ratios (ORs) were 1.06 (95% confidence interval (CI): 0.99, 1.14; P = 0.06) and 1.09 (95% CI: 0.99, 1.20; P = 0.08). When results were examined by randomized medications, participants randomized to amlodipine had statistically significant odds for either outcome (OR: 1.23; 95% CI: 1.03, 1.48; P = 0.01 and OR: 1.31; 95% CI: 1.06, 1.62; P = 0.01). No such risk increase was found in participants randomized to the other 2 medications. CONCLUSIONS A diabetes GRS predicts FG elevation in people treated with a CCB, but not with an ACEi or diuretic. These findings require confirmation. CLINICAL TRIALS REGISTRATION Trial number NCT00000542.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia and Division of Endocrinology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Dejian Lai
- Department of Biostatistics, University of Texas School of Public Health, Houston, Texas, USA
| | - Barry R Davis
- Clinical Trial Center, University of Texas School of Public Health, Houston, Texas, USA
| | - Sara Pressel
- Clinical Trial Center, University of Texas School of Public Health, Houston, Texas, USA
| | - Hannah E Previn
- Department of Biostatistics, University of Texas School of Public Health, Houston, Texas, USA
| | - Donna K Arnett
- Department of Epidemiology, University of Kentucky College of Public Health, Lexington, Kentucky, USA
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Barzilay JI, Buzkova P, Cauley JA, Robbins JA, Fink HA, Mukamal KJ. The associations of subclinical atherosclerotic cardiovascular disease with hip fracture risk and bone mineral density in elderly adults. Osteoporos Int 2018; 29:2219-2230. [PMID: 30132027 PMCID: PMC6487649 DOI: 10.1007/s00198-018-4611-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [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: 01/03/2018] [Accepted: 06/18/2018] [Indexed: 01/27/2023]
Abstract
UNLABELLED In the absence of clinically recognized cardiovascular disease, increased carotid artery intimal medial thickness was associated with higher hip fracture risk in older adults, despite its association with higher bone mineral density (BMD). Low ankle brachial index and aortic wall thickness were not associated with fracture risk or BMD. INTRODUCTION Clinically recognized cardiovascular disease (CVD) is associated with osteoporosis and hip fracture risk, but the relationship of subclinical atherosclerosis to bone health is not certain. METHODS We followed 3385 participants from the Cardiovascular Health Study (mean age 74.7 ± 5.3 years) with a median time to fracture of 12.1 years who underwent baseline carotid artery and aortic wall ultrasound scanning and ankle brachial blood pressure index (ABI) determinations. A subset underwent bone mineral density (BMD) testing. RESULTS There were 494 hip fractures during follow-up. Among persons without clinical CVD, an average standard-deviation increase in a composite score of maximal common and internal carotid artery intimal medial thickness (cIMT) was associated with increased risk of hip fracture [(HR 1.18 [1.04, 1.35]), even though cIMT was positively associated with BMD. Neither aortic wall thickness nor ABI were associated with hip fracture risk or BMD. Among participants with clinical CVD, cIMT and aortic wall thickness, but not ABI, were associated with increased hip fracture risk. CONCLUSION Subclinical cIMT is associated with an increased risk of hip fractures despite being associated with increased BMD. This finding suggests that vascular health, even in its early stages, is linked to bone health, by pathways other than BMD.
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Affiliation(s)
- J I Barzilay
- Kaiser Permanente of Georgia, Division of Endocrinology and the Division of Endocrinology, Emory University School of Medicine, 3650 Steve Reynolds Blvd, Duluth, GA, 30096, USA.
| | - P Buzkova
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - J A Cauley
- Department of Epidemiology, Graduate School, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - J A Robbins
- Department of Medicine, University of California at Davis, Modesto, CA, USA
| | - H A Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN, USA
| | - K J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, USA
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Hughes TM, Sink KM, Williamson JD, Hugenschmidt CE, Wagner BC, Whitlow CT, Xu J, Smith SC, Launer LJ, Barzilay JI, Ismail-Beigi F, Bryan RN, Hsu FC, Bowden DW, Maldjian JA, Divers J, Freedman BI. Relationships between cerebral structure and cognitive function in African Americans with type 2 diabetes. J Diabetes Complications 2018; 32:916-921. [PMID: 30042057 PMCID: PMC6138531 DOI: 10.1016/j.jdiacomp.2018.05.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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: 02/12/2018] [Revised: 05/23/2018] [Accepted: 05/23/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND Relationships between cognitive function and brain structure remain poorly defined in African Americans with type 2 diabetes. METHODS Cognitive testing and cerebral magnetic resonance imaging in African Americans from the Diabetes Heart Study Memory IN Diabetes (n = 480) and Action to Control Cardiovascular Risk in Diabetes MIND (n = 104) studies were examined for associations. Cerebral gray matter volume (GMV), white matter volume (WMV) and white matter lesion volume (WMLV) and cognitive performance (Mini-mental State Exam [MMSE and 3MSE], Digit Symbol Coding (DSC), Stroop test, and Rey Auditory Verbal Learning Test) were recorded. Multivariable models adjusted for age, sex, BMI, scanner, intracranial volume, education, diabetes duration, HbA1c, LDL-cholesterol, smoking, hypertension and cardiovascular disease assessed associations between cognitive tests and brain volumes by study and meta-analysis. RESULTS Mean(SD) participant age was 60.1(7.9) years, diabetes duration 12.1(7.7) years, and HbA1c 8.3(1.7)%. In the fully-adjusted meta-analysis, lower GMV associated with poorer global performance on MMSE/3MSE (β̂ = 7.1 × 10-3, SE 2.4 × 10-3, p = 3.6 × 10-3), higher WMLV associated with poorer performance on DSC (β̂ = -3 × 10-2, SE 6.4 × 10-3, p = 5.2 × 10-5) and higher WMV associated with poorer MMSE/3MSE performance (β̂ = -7.1 × 10-3, SE = 2.4 × 10-3, p = 3.6 × 10-3). CONCLUSIONS In African Americans with diabetes, smaller GMV and increased WMLV associated with poorer performance on tests of global cognitive and executive function. These data suggest that WML burden and gray matter atrophy associate with cognitive performance independent of diabetes-related factors in this population.
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Affiliation(s)
- Timothy M Hughes
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Kaycee M Sink
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Jeff D Williamson
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Christina E Hugenschmidt
- Department of Internal Medicine, Section on Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Benjamin C Wagner
- Department of Radiology, Advanced Neuroscience Imaging Research (ANSIR) Laboratory, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | | | - Jianzhao Xu
- Departments of Biochemistry & Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - S Carrie Smith
- Departments of Biochemistry & Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Lenore J Launer
- National Institutes of Health, National Institute on Aging, Laboratory of Epidemiology, Demography, and Biometry, Bethesda, MD, USA.
| | | | - Faramarz Ismail-Beigi
- Department of Internal Medicine, Division of Endocrinology, University of Cincinnati, Veterans Administration Medical Center, Cincinnati, OH.
| | - R Nick Bryan
- Department of Radiology, University of Pennsylvania School of Medicine, Philadelphia, PA, USA.
| | - Fang-Chi Hsu
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Donald W Bowden
- Departments of Biochemistry & Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Joseph A Maldjian
- Department of Radiology, Advanced Neuroscience Imaging Research (ANSIR) Laboratory, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| | - Jasmin Divers
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA.
| | - Barry I Freedman
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, NC, USA.
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Barzilay JI, Davis BR, Ghosh A, Pressel SL, Rahman M, Einhorn PT, Cushman WC, Whelton PK, Wright JT. Rapid eGFR change as a determinant of cardiovascular and renal disease outcomes and of mortality in hypertensive adults with and without type 2 diabetes. J Diabetes Complications 2018; 32:830-832. [PMID: 30030011 DOI: 10.1016/j.jdiacomp.2018.07.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [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: 01/10/2018] [Revised: 07/05/2018] [Accepted: 07/07/2018] [Indexed: 12/21/2022]
Abstract
A rapid decline in estimated glomerular filtration rate over 2 years in a large hypertensive cohort was associated with similar risks for overall cardiovascular disease in people with or without diabetes mellitus, but with higher all-cause mortality, heart failure, and end stage renal disease risk in people with diabetes.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, United States of America.
| | - Barry R Davis
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston, TX, United States of America
| | - Alokananda Ghosh
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston, TX, United States of America
| | - Sara L Pressel
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston, TX, United States of America
| | - Mahboob Rahman
- Division of Nephrology, University Hospitals Case Western Reserve University, Cleveland, OH, United States of America
| | - Paula T Einhorn
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, Bethesda, MD, United States of America
| | - William C Cushman
- Preventive Medicine Section, Veterans Affairs Medical Center, Memphis, TN, United States of America
| | - Paul K Whelton
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States of America
| | - Jackson T Wright
- Division of Nephrology and Hypertension, Case Western Reserve University, University Hospitals Case Medical Center, Louis Stokes Cleveland Veterans Affairs Medical Center, Cleveland, OH, United States of America
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Barzilay JI, Davis BR, Pressel SL, Ghosh A, Rahman M, Einhorn PT, Cushman WC, Whelton PK, Wright JT. The Effects of eGFR Change on CVD, Renal, and Mortality Outcomes in a Hypertensive Cohort Treated With 3 Different Antihypertensive Medications. Am J Hypertens 2018; 31:609-614. [PMID: 29360915 DOI: 10.1093/ajh/hpx223] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 01/10/2018] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Impaired renal function is a risk factor for cardiovascular disease, end-stage renal disease (ESRD), and mortality. The impact of short-term renal function decline on outcomes is less well studied. The association of antihypertensive medications with the impact of short-term estimated glomerular filtration rate (eGFR) decline is not known. METHODS We examined 20,207 hypertensive participants with baseline and 2-year creatinine levels from which eGFR changes were estimated. The associations between eGFR change with incident coronary heart disease (CHD), stroke, heart failure (HF), all-cause mortality, and ESRD during 2.9 years of in-trial follow up, and with mortality during in-trial and post-trial follow-up (7.6 years), were studied. Results were assessed by primary hypertension (HTN) treatment (chlorthalidone, lisinopril, and amlodipine) and adjusted for baseline eGFR levels. RESULTS In the short run, an eGFR decline below the cohort median (-1.28 ml/minute/1.73 m2/2 years) vs. above the median, or a 5 ml/min/1.73 m2/year decline vs. no decline, was associated with significant hazard risk for CHD (1.06-1.28), HF (1.24-1.91), ESRD (2.84-6.01), and mortality (1.08-1.19), but not with stroke risk. In the long term, there was a significant association with mortality (1.11-1.34). Interaction terms for outcomes by antihypertensive treatments were not statistically significant except for ESRD between amlodipine vs. chlorthalidone (hazard ratio: 3.17 [2.59, 3.88] vs. 2.41 [1.98, 2.97]; P interaction = 0.005) for a 5 ml/min/1.73 m2/year eGFR decline. CONCLUSION Decline in eGFR over 2 years is associated with increased risk of clinical outcomes beyond the effects of baseline eGFR. These risks were the same irrespective of the primary medication used to treat HTN.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, and the Division of Endocrinology, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Barry R Davis
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston, Texas, USA
| | - Sara L Pressel
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston, Texas, USA
| | - Alokananda Ghosh
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston, Texas, USA
| | - Mahboob Rahman
- Division of Nephrology, University Hospitals Case Western Reserve University, Cleveland, Ohio, USA
| | - Paula T Einhorn
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, Bethesda, Maryland, USA
| | - William C Cushman
- Preventive Medicine Section, Veterans Affairs Medical Center, Memphis, Tennessee, USA
| | - Paul K Whelton
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana, USA
| | - Jackson T Wright
- Division of Nephrology and Hypertension, Case Western Reserve University, University Hospitals Case Medical Center, Louis Stokes Cleveland Veterans Affairs Medical Center, Cleveland, Ohio, USA
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Freedman BI, Sink KM, Hugenschmidt CE, Hughes TM, Williamson JD, Whitlow CT, Palmer ND, Miller ME, Lovato LC, Xu J, Smith SC, Launer LJ, Barzilay JI, Cohen RM, Sullivan MD, Bryan RN, Wagner BC, Bowden DW, Maldjian JA, Divers J. Associations of Early Kidney Disease With Brain Magnetic Resonance Imaging and Cognitive Function in African Americans With Type 2 Diabetes Mellitus. Am J Kidney Dis 2017. [PMID: 28648301 DOI: 10.1053/j.ajkd.2017.05.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND Relationships between early kidney disease, neurocognitive function, and brain anatomy are poorly defined in African Americans with type 2 diabetes mellitus (T2DM). STUDY DESIGN Cross-sectional associations were assessed between cerebral anatomy and cognitive performance with estimated glomerular filtration rate (eGFR) and urine albumin-creatinine ratio (UACR) in African Americans with T2DM. SETTING & PARTICIPANTS African Americans with cognitive testing and cerebral magnetic resonance imaging (MRI) in the African American-Diabetes Heart Study Memory in Diabetes (AA-DHS MIND; n=512; 480 with MRI) and Action to Control Cardiovascular Risk in Diabetes (ACCORD) MIND (n=484; 104 with MRI) studies. PREDICTORS eGFR (CKD-EPI creatinine equation), spot UACR. MEASUREMENTS MRI-based cerebral white matter volume (WMV), gray matter volume (GMV), and white matter lesion volume; cognitive performance (Mini-Mental State Examination, Digit Symbol Coding, Stroop Test, and Rey Auditory Verbal Learning Test). Multivariable models adjusted for age, sex, body mass index, scanner, intracranial volume, education, diabetes duration, hemoglobin A1c concentration, low-density lipoprotein cholesterol concentration, smoking, hypertension, and cardiovascular disease were used to test for associations between kidney phenotypes and the brain in each study; a meta-analysis was performed. RESULTS Mean participant age was 60.1±7.9 (SD) years; diabetes duration, 12.1±7.7 years; hemoglobin A1c concentration, 8.3%±1.7%; eGFR, 88.7±21.6mL/min/1.73m2; and UACR, 119.2±336.4mg/g. In the fully adjusted meta-analysis, higher GMV associated with lower UACR (P<0.05), with a trend toward association with higher eGFR. Higher white matter lesion volume was associated with higher UACR (P<0.05) and lower eGFR (P<0.001). WMV was not associated with either kidney parameter. Higher UACR was associated with lower Digit Symbol Coding performance (P<0.001) and a trend toward association with higher Stroop interference; eGFR was not associated with cognitive tests. LIMITATIONS Cross-sectional; single UACR measurement. CONCLUSIONS In African Americans with T2DM, mildly high UACR and mildly low eGFR were associated with smaller GMV and increased white matter lesion volume. UACR was associated with poorer processing speed and working memory.
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Affiliation(s)
- Barry I Freedman
- Section on Nephrology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC.
| | - Kaycee M Sink
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Christina E Hugenschmidt
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Timothy M Hughes
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | - Jeff D Williamson
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC
| | | | - Nicholette D Palmer
- Department of Biochemistry and Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC
| | - Michael E Miller
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Laura C Lovato
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Jianzhao Xu
- Department of Biochemistry and Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC
| | - S Carrie Smith
- Department of Biochemistry and Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC
| | - Lenore J Launer
- National Institute on Aging, Laboratory of Epidemiology, Demography, and Biometry, National Institutes of Health, Bethesda, MD
| | | | - Robert M Cohen
- Division of Endocrinology, Department of Internal Medicine, University of Cincinnati, Veterans Administration Medical Center, Cincinnati, OH
| | - Mark D Sullivan
- Department of Psychiatry, University of Washington, Seattle, WA; Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA
| | - R Nick Bryan
- Department of Radiology, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Benjamin C Wagner
- Advanced Neuroscience Imaging Research (ANSIR) Laboratory, Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Donald W Bowden
- Department of Biochemistry and Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC
| | - Joseph A Maldjian
- Advanced Neuroscience Imaging Research (ANSIR) Laboratory, Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Jasmin Divers
- Division of Public Health Sciences, Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC
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Fink HA, Vo TN, Langsetmo L, Barzilay JI, Cauley JA, Schousboe JT, Orwoll ES, Canales MT, Ishani A, Lane NE, Ensrud KE. Association of Increased Urinary Albumin With Risk of Incident Clinical Fracture and Rate of Hip Bone Loss: the Osteoporotic Fractures in Men Study. J Bone Miner Res 2017; 32:1090-1099. [PMID: 28012217 PMCID: PMC5413394 DOI: 10.1002/jbmr.3065] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 12/06/2016] [Accepted: 12/15/2016] [Indexed: 12/29/2022]
Abstract
Prior studies suggest that increased urine albumin is associated with a heightened fracture risk in women, but results in men are unclear. We used data from Osteoporotic Fractures in Men (MrOS), a prospective cohort study of community-dwelling men aged ≥65 years, to evaluate the association of increased urine albumin with subsequent fractures and annualized rate of hip bone loss. We calculated albumin/creatinine ratio (ACR) from urine collected at the 2003-2005 visit. Subsequent clinical fractures were ascertained from triannual questionnaires and centrally adjudicated by review of radiographic reports. Total hip BMD was measured by DXA at the 2003-2005 visit and again an average of 3.5 years later. We estimated risk of incident clinical fracture using Cox proportional hazards models, and annualized BMD change using ANCOVA. Of 2982 men with calculable ACR, 9.4% had ACR ≥30 mg/g (albuminuria) and 1.0% had ACR ≥300 mg/g (macroalbuminuria). During a mean of 8.7 years of follow-up, 20.0% of men had an incident clinical fracture. In multivariate-adjusted models, neither higher ACR quintile (p for trend 0.75) nor albuminuria (HR versus no albuminuria, 0.89; 95% CI, 0.65 to 1.20) was associated with increased risk of incident clinical fracture. Increased urine albumin had a borderline significant, multivariate-adjusted, positive association with rate of total hip bone loss when modeled in ACR quintiles (p = 0.06), but not when modeled as albuminuria versus no albuminuria. Macroalbuminuria was associated with a higher rate of annualized hip bone loss compared to no albuminuria (-1.8% more annualized loss than in men with ACR <30 mg/g; p < 0.001), but the limited prevalence of macroalbuminuria precluded reliable estimates of its fracture associations. In these community-dwelling older men, we found no association between urine albumin levels and risk of incident clinical fracture, but found a borderline significant, positive association with rate of hip bone loss. © 2016 American Society for Bone and Mineral Research.
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Affiliation(s)
- Howard A Fink
- Geriatric Research Education & Clinical Center, Veterans Affairs Health Care System, Minneapolis, MN, USA.,Center for Chronic Disease Outcomes Research, Veterans Affairs Health Care System, Minneapolis, MN, USA.,Department of Medicine, University of Minnesota, Minneapolis, MN, USA.,Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Tien N Vo
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Lisa Langsetmo
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta, GA, USA.,Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA
| | - Jane A Cauley
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - John T Schousboe
- Park Nicollet Institute, Minneapolis, MN, USA.,Division of Health Policy and Management, University of Minnesota, Minneapolis, MN, USA
| | - Eric S Orwoll
- Bone and Mineral Unit, Oregon Health & Science University, Portland, OR, USA
| | - Muna T Canales
- Department of Medicine (Nephrology), College of Public Health and Health Professions & College of Medicine, University of Florida, Gainesville, FL, USA
| | - Areef Ishani
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Nancy E Lane
- Division of Rheumatology, Allergy and Clinical Immunology, Department of Medicine, University of California, Davis, Davis, CA, USA
| | - Kristine E Ensrud
- Center for Chronic Disease Outcomes Research, Veterans Affairs Health Care System, Minneapolis, MN, USA.,Department of Medicine, University of Minnesota, Minneapolis, MN, USA.,Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
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Garber AJ, Abrahamson MJ, Barzilay JI, Blonde L, Bloomgarden ZT, Bush MA, Dagogo-Jack S, DeFronzo RA, Einhorn D, Fonseca VA, Garber JR, Garvey WT, Grunberger G, Handelsman Y, Hirsch IB, Jellinger PS, McGill JB, Mechanick JI, Rosenblit PD, Umpierrez GE. CONSENSUS STATEMENT BY THE AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS AND AMERICAN COLLEGE OF ENDOCRINOLOGY ON THE COMPREHENSIVE TYPE 2 DIABETES MANAGEMENT ALGORITHM - 2017 EXECUTIVE SUMMARY. Endocr Pract 2017; 23:207-238. [PMID: 28095040 DOI: 10.4158/ep161682.cs] [Citation(s) in RCA: 330] [Impact Index Per Article: 47.1] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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Puttnam R, Davis BR, Pressel SL, Whelton PK, Cushman WC, Louis GT, Margolis KL, Oparil S, Williamson J, Ghosh A, Einhorn PT, Barzilay JI. Association of 3 Different Antihypertensive Medications With Hip and Pelvic Fracture Risk in Older Adults: Secondary Analysis of a Randomized Clinical Trial. JAMA Intern Med 2017; 177:67-76. [PMID: 27893045 DOI: 10.1001/jamainternmed.2016.6821] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [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: 11/14/2022]
Abstract
IMPORTANCE On the basis of observational studies, the use of thiazide diuretics for the treatment of hypertension is associated with reduced fracture risk compared with nonuse. Data from randomized clinical trials are lacking. OBJECTIVE To examine whether the use of thiazide diuretics for the treatment of hypertension is associated with reduced fracture risk compared with nonuse. DESIGN, SETTING, AND PARTICIPANTS Using Veterans Affairs and Medicare claims data, this study examined hip and pelvic fracture hospitalizations in Antihypertensive and Lipid-Lowering Treatment to Prevent Heart Attack Trial participants randomized to first-step therapy with a thiazide-type diuretic (chlorthalidone), a calcium channel blocker (amlodipine besylate), or an angiotensin-converting enzyme inhibitor (lisinopril). Recruitment was from February 1994 to January 1998; in-trial follow-up ended in March 2002. The mean follow-up was 4.9 years. Posttrial follow-up was conducted through the end of 2006, using passive surveillance via national databases. For this secondary analysis, which used an intention-to-treat approach, data were analyzed from February 1, 1994, through December 31, 2006. MAIN OUTCOMES AND MEASURES Hip and pelvic fracture hospitalizations. RESULTS A total of 22 180 participants (mean [SD] age, 70.4 [6.7] years; 43.0% female; and 49.9% white non-Hispanic, 31.2% African American, and 19.1% other ethnic groups) were followed for up to 8 years (mean [SD], 4.9 [1.5] years) during masked therapy. After trial completion, 16 622 participants for whom claims data were available were followed for up to 5 additional years (mean [SD] total follow-up, 7.8 [3.1] years). During the trial, 338 fractures occurred. Participants randomized to receive chlorthalidone vs amlodipine or lisinopril had a lower risk of fracture on adjusted analyses (hazards ratio [HR], 0.79; 95% CI, 0.63-0.98; P = .04). Risk of fracture was significantly lower in participants randomized to receive chlorthalidone vs lisinopril (HR, 0.75; 95% CI, 0.58-0.98; P = .04) but not significantly different compared with those randomized to receive amlodipine (HR, 0.82; 95% CI, 0.63-1.08; P = .17). During the entire trial and posttrial period of follow-up, the cumulative incidence of fractures was nonsignificantly lower in participants randomized to receive chlorthalidone vs lisinopril or amlodipine (HR, 0.87; 95% CI, 0.74-1.03; P = .10) and vs each medication separately. In sensitivity analyses, when 1 year after randomization was used as the baseline (to allow for the effects of medications on bone to take effect), similar results were obtained for in-trial and in-trial plus posttrial follow-up. CONCLUSIONS AND RELEVANCE These findings from a large randomized clinical trial provide evidence of a beneficial effect of thiazide-type diuretic therapy in reducing hip and pelvic fracture risk compared with treatment with other antihypertensive medications. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT00000542.
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Affiliation(s)
- Rachel Puttnam
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta
| | - Barry R Davis
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston
| | - Sara L Pressel
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston
| | - Paul K Whelton
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana
| | - William C Cushman
- Preventive Medicine Section, Veterans Affairs Medical Center, Memphis, Tennessee
| | - Gail T Louis
- Office of Research, Tulane University, New Orleans, Louisiana
| | - Karen L Margolis
- HealthPartners Institute for Education and Research, Minneapolis, Minnesota
| | - Suzanne Oparil
- Department of Medicine, University of Alabama at Birmingham, Birmingham
| | - Jeffrey Williamson
- J. Paul Sticht Center on Aging, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Alokananda Ghosh
- Coordinating Center for Clinical Trials, The University of Texas School of Public Health, Houston
| | - Paula T Einhorn
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, Bethesda, Maryland
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Barzilay JI, Bůžková P, Fink HA, Cauley JA, Robbins JA, Garimella PS, Jalal DI, Mukamal KJ. Systemic markers of microvascular disease and bone mineral density in older adults : The cardiovascular health study. Osteoporos Int 2016; 27:3217-3225. [PMID: 27250972 DOI: 10.1007/s00198-016-3649-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2016] [Accepted: 05/23/2016] [Indexed: 10/21/2022]
Abstract
UNLABELLED Here we report that abnormal brain white matter and, to a lesser extent, albuminuria are associated with reduced bone mineral density in the hip, spine, and total body in men and women. These findings may explain the increased hip fracture risk reported in some studies in association with microvascular disorders. INTRODUCTION Markers of microvascular disease have been individually associated with increased risk of osteoporotic fractures in some studies. Here, we examine whether these markers are associated with reduced bone mineral density (BMD) individually and together. METHODS BMD testing using dual x-ray absorptiometry of the hip, lumbar spine, and total body was performed in 1473 participants from the Cardiovascular Health Study (mean age ~ 78 years): 1215 were assessed for urinary albumin-creatinine ratio, 944 for abnormal white matter disease (AWMD) by brain MRI, and 541 for retinal vascular disease with fundus photographs. Linear regression models were used to evaluate the cross-sectional association of each marker with BMD accounting for potentially confounding factors. RESULTS AWMD was associated with lower hip, spine, and total body BMD in women (β -3.08 to -4.53; p < 0.01 for all) and lower hip and total body BMD in men (β -2.90 to -4.24; p = 0.01-0.03). Albuminuria was associated with lower hip (β -3.37; p = .05) and total body (β -3.21; p = .02) BMD in men, but not in women. The associations of AWMD and albuminuria with BMD persisted with mutual adjustment and appeared to be additive to each other. Retinal vascular disease was not associated with BMD in men or women. CONCLUSION AWMD and, to a lesser extent, albuminuria were independently associated with lower BMD, suggesting that microvascular disease may play a role in the pathogenesis of reduced BMD. These findings need to be confirmed by longitudinal studies.
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Affiliation(s)
- J I Barzilay
- Kaiser Permanente of Georgia, Division of Endocrinology and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA.
- Kaiser Permanente of Georgia, 3650 Steve Reynolds Blvd, Duluth, GA, 30096, USA.
| | - P Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - H A Fink
- Geriatric Research Education and Clinical Center, VA Health Care System, Minneapolis, MN, USA
| | - J A Cauley
- Department of Epidemiology, Graduate School, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - J A Robbins
- Department of Medicine, University of California at Davis, Modesto, CA, USA
| | - P S Garimella
- Division of Nephrology, Tufts Medical Center, Boston, MA, USA
| | - D I Jalal
- Division of Renal Diseases and Hypertension, University of Colorado Anschutz Medical Center, Aurora, CO, USA
| | - K J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Brookline, MA, USA
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Affiliation(s)
- Andrea L C Schneider
- From the Department of Neurology (A.L.C.S.), Johns Hopkins University School of Medicine, Baltimore, MD; and Kaiser Permanente of Georgia and the Division of Endocrinology (J.I.B.), Emory School of Medicine, Atlanta.
| | - Joshua I Barzilay
- From the Department of Neurology (A.L.C.S.), Johns Hopkins University School of Medicine, Baltimore, MD; and Kaiser Permanente of Georgia and the Division of Endocrinology (J.I.B.), Emory School of Medicine, Atlanta
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Garber AJ, Abrahamson MJ, Barzilay JI, Blonde L, Bloomgarden ZT, Bush MA, Dagogo-Jack S, DeFronzo RA, Einhorn D, Fonseca VA, Garber JR, Garvey WT, Grunberger G, Handelsman Y, Henry RR, Hirsch IB, Jellinger PS, McGill JB, Mechanick JI, Rosenblit PD, Umpierrez GE. CONSENSUS STATEMENT BY THE AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS AND AMERICAN COLLEGE OF ENDOCRINOLOGY ON THE COMPREHENSIVE TYPE 2 DIABETES MANAGEMENT ALGORITHM--2016 EXECUTIVE SUMMARY. Endocr Pract 2016; 22:84-113. [PMID: 26731084 DOI: 10.4158/ep151126.cs] [Citation(s) in RCA: 320] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Garber AJ, Abrahamson MJ, Barzilay JI, Blonde L, Bloomgarden ZT, Bush MA, Dagogo-Jack S, Davidson MB, Einhorn D, Garber JR, Garvey WT, Grunberger G, Handelsman Y, Hirsch IB, Jellinger PS, McGill JB, Mechanick JI, Rosenblit PD, Umpierrez GE. CONSENSUS STATEMENT BY THE AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGISTS AND AMERICAN COLLEGE OF ENDOCRINOLOGY ON THE COMPREHENSIVE TYPE 2 DIABETES MANAGEMENT ALGORITHM--2015 EXECUTIVE SUMMARY. Endocr Pract 2016; 21:1403-14. [PMID: 26642101 DOI: 10.4158/ep151063.cs] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
This document represents the official position of the American Association of Clinical Endocrinologists and the American College of Endocrinology. Where there were no randomized controlled trials or specific U.S. FDA labeling for issues in clinical practice, the participating clinical experts utilized their judgment and experience. Every effort was made to achieve consensus among the committee members. Position statements are meant to provide guidance, but they are not to be considered prescriptive for any individual patient and cannot replace the judgment of a clinician.
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Barzilay JI, Whelton PK, Davis BR. Does renin angiotensin system blockade deserve preferred status over other anti-hypertensive medications for the treatment of people with diabetes? Ann Transl Med 2016; 4:202. [PMID: 27294098 DOI: 10.21037/atm.2016.05.24] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Joshua I Barzilay
- 1 Kaiser Permanente of Georgia and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA ; 2 Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA ; 3 Department of Biostatistics, University of Texas School of Public Health, Houston, TX, USA
| | - Paul K Whelton
- 1 Kaiser Permanente of Georgia and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA ; 2 Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA ; 3 Department of Biostatistics, University of Texas School of Public Health, Houston, TX, USA
| | - Barry R Davis
- 1 Kaiser Permanente of Georgia and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA ; 2 Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA, USA ; 3 Department of Biostatistics, University of Texas School of Public Health, Houston, TX, USA
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Bethel M, Bůžková P, Fink HA, Robbins JA, Cauley JA, Lee J, Barzilay JI, Jalal DI, Carbone LD. Soluble CD14 and fracture risk. Osteoporos Int 2016; 27:1755-63. [PMID: 26659065 DOI: 10.1007/s00198-015-3439-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [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: 09/11/2015] [Accepted: 11/19/2015] [Indexed: 12/26/2022]
Abstract
UNLABELLED Soluble CD14 (sCD14) is an inflammatory marker associated with osteoclasts. Using Cox proportional hazards models, we found a positive association between plasma levels of sCD14 and risk of incident fracture among participants in the Cardiovascular Health Study. sCD14 may be useful in identifying those at risk for fracture. INTRODUCTION Soluble CD14, a proinflammatory cytokine, is primarily derived from macrophages/monocytes that can differentiate into osteoclasts. The purpose of this study was to examine the relationship between sCD14 levels and osteoporotic fractures. METHODS In the Cardiovascular Health Study, 5462 men and women had sCD14 levels measured at baseline. Incident hip fractures (median follow-up time 12.5 years) and incident composite fractures (defined as the first hip, pelvis, humerus, or distal radius fracture, median follow-up 8.6 years) were identified from hospital discharge summaries and/or Medicare claims data. Cox proportional hazards models were used to model the association between sCD14 levels and time to incident hip or composite fracture, overall and as a function of race and gender. RESULTS In unadjusted models, there was a positive association between sCD14 levels (per 1 standard deviation increase, i.e., 361.6 ng/mL) and incident hip (HR, 1.26; 95 % CI, 1.17, 1.36) and composite (HR, 1.20; 95 % CI, 1.12, 1.28) fractures. When models were fully adjusted for demographics, lifestyle factors, and medication use, these associations were no longer significant. However, in whites, the association of sCD14 levels with hip fractures remained significant in fully adjusted models (HR, 1.11; 95 % CI, 1.01-1.23). Associations of sCD14 levels with hip and composite fracture did not differ between men and women. CONCLUSIONS In this large cohort of community-dwelling older adults, higher sCD14 levels were associated with an increased risk of incident hip fractures in whites.
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Affiliation(s)
- M Bethel
- Department of Medicine, Medical College of Georgia, 1120 15th Street, BI 5070, Augusta, GA, 30912, USA.
- Subspecialty Service, Charlie Norwood VA Medical Center, Augusta, GA, USA.
| | - P Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - H A Fink
- Geriatric Research Education and Clinical Center, and Center for Chronic Disease Outcomes Research, Veterans Affairs Health Care System, Minneapolis, MN, USA
- Department of Medicine, and Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN, USA
| | - J A Robbins
- Division of General Medicine, Department of Internal Medicine, University of California, Davis, Sacramento, CA, USA
| | - J A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - J Lee
- Divisions of Endocrinology, Clinical Nutrition and Vascular Medicine, Department of Internal Medicine, University of California, Davis, Sacramento, CA, USA
| | - J I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA
| | - D I Jalal
- Division of Renal Diseases and Hypertension, University of Colorado Anschutz Medical Center, Aurora, CO, USA
| | - L D Carbone
- Department of Medicine, Medical College of Georgia, 1120 15th Street, BI 5070, Augusta, GA, 30912, USA
- Subspecialty Service, Charlie Norwood VA Medical Center, Augusta, GA, USA
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Barzilay JI, Bůžková P, Kizer JR, Djoussé L, Ix JH, Fink HA, Siscovick DS, Cauley JA, Mukamal KJ. Fibrosis markers, hip fracture risk, and bone density in older adults. Osteoporos Int 2016; 27:815-20. [PMID: 26267013 PMCID: PMC7060924 DOI: 10.1007/s00198-015-3269-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [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: 02/27/2015] [Accepted: 07/24/2015] [Indexed: 01/21/2023]
Abstract
UNLABELLED We examined whether blood levels of two markers of fibrosis (transforming growth factor beta one (TGF-β1) and procollagen type III N-terminal propeptide (PIIINP)) are related to hip fracture risk and to bone mineral density (BMD). TGF-β1 levels were associated with lower hip fracture risk in women and with lower BMD in men. PIIINP levels were not associated with either outcome. INTRODUCTION TGF-β1 serves several roles in bone formation and resorption. A consequence of TGF-β1 activation is the production of PIIINP, a marker of collagen III deposition. Here, we explore whether these two biomarkers are related to incident hip fracture and bone mineral density (BMD) and whether their associations are modified by systemic inflammation, as measured by C-reactive protein (CRP) levels. METHODS Participants were from the Cardiovascular Health Study (mean age 78 years; mean follow-up 8.3 years). We included 1681 persons with measured levels of TGF-β1 (149 hip fractures) and 3226 persons with measured levels of PIIINP (310 hip fractures). RESULTS Among women, higher TGF-β1 levels were associated with lower hip fracture risk (HR, per doubling, 0.78 [95 % CI 0.61, 0.91]). Among men, TGF-β1 levels were associated with hip fracture risk in a non-linear manner, but among those with elevated CRP levels, doubling was associated with increased risk of fracture (HR 2.22 [1.20, 4.08]) (p = 0.02, interaction between low and high CRP and TGF-β1 on fracture risk). TGF-β1 levels had no significant association with total hip or total body BMD in women but were significantly associated with lower BMD in men. There were no associations of PIIINP levels with hip fracture risk or BMD in men or women. CONCLUSIONS TGF-β1 levels appear to be associated with bone-related phenotypes in a sex-specific manner. The reasons for these differences between men and women regarding TGF-β1 levels and hip fracture risk and bone density require further investigation.
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Affiliation(s)
- J I Barzilay
- Kaiser Permanente of Georgia, Division of Endocrinology and the Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA.
- , 3650 Steve Reynolds Blvd, Duluth, GA, 30096, USA.
| | - P Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - J R Kizer
- Department of Medicine and the Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - L Djoussé
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - J H Ix
- Division of Nephrology, University of California San Diego, San Diego VA Healthcare System, San Diego, CA, USA
| | - H A Fink
- Geriatric Research Education and Clinical Center, Veterans Affair Medical Center, Minneapolis, MN, USA
| | | | - J A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - K J Mukamal
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
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Barzilay JI, Morgan TM, Murray AM, Bryan RN, Williamson JD, Schnall A, Launer LJ. Brain MRI Volume Findings in Diabetic Adults With Albuminuria: The ACCORD-MIND Study. J Gerontol A Biol Sci Med Sci 2015; 71:803-10. [PMID: 26589241 DOI: 10.1093/gerona/glv187] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [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: 06/25/2015] [Accepted: 09/28/2015] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Albuminuria is associated with cognitive impairment in people with type 2 diabetes mellitus (T2DM). The brain volume correlates of albuminuria in people with T2DM have not been well investigated. METHODS We examined 502 individuals with T2DM (9-12 years duration; mean age ~62 years) who had a brain MRI at baseline and at 40 months. Baseline MRI findings were examined by the presence or absence of albuminuria (≥30mg/g creatinine). Changes in MRI findings were examined by whether albuminuria was persistent, intermittent, or absent during follow-up. RESULTS At baseline, participants with albuminuria (28.7% of the cohort) had more abnormal white matter volume (AWMV) than participants without albuminuria on unadjusted analysis. This difference was attenuated with adjustment for systolic blood pressure, which was higher in participants with albuminuria than in those without albuminuria. During ~3.5 years of follow-up, participants with persistent albuminuria (15.8%) had a greater increase in new AWMV than participants without albuminuria (59.8%) or those with intermittent albuminuria on unadjusted analysis. This difference was attenuated with adjustment for age and systolic blood pressure. There were no significant differences in gray matter volume and total brain volume between participants with or without albuminuria at baseline or during follow-up. There was no significant effect modification of these findings by estimated glomerular filtration rate (eGFR) at baseline or change in eGFR during follow-up. CONCLUSIONS In this diabetic cohort, baseline albuminuria and persistent albuminuria were not independently associated with any significant differences in brain volume measurements compared with participants without albuminuria.
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Affiliation(s)
- Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia and the Division of Endocrinology, Emory University School of Medicine, Atlanta, Georgia.
| | - Timothy M Morgan
- Department of Biostatistical Sciences, Wake Forest University, Winston Salem, North Carolina
| | - Anne M Murray
- Division of Geriatrics, Department of Medicine, Hennepin County Medical Center and University of Minnesota, Minneapolis
| | - R Nick Bryan
- Department of Radiology, University of Pennsylvania Health System, Philadelphia
| | - Jeff D Williamson
- Sticht Center on Aging, Wake Forest University, Winston Salem, North Carolina
| | - Adrian Schnall
- Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Lenore J Launer
- Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland
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Brutsaert EF, Shitole S, Biggs ML, Mukamal KJ, deBoer IH, Thacker EL, Barzilay JI, Djoussé L, Ix JH, Smith NL, Kaplan RC, Siscovick DS, Psaty BM, Kizer JR. Relations of Postload and Fasting Glucose With Incident Cardiovascular Disease and Mortality Late in Life: The Cardiovascular Health Study. J Gerontol A Biol Sci Med Sci 2015; 71:370-7. [PMID: 26314953 DOI: 10.1093/gerona/glv106] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [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: 12/17/2014] [Accepted: 06/12/2015] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Older adults have a high prevalence of postload hyperglycemia. Postload glucose has shown more robust associations with cardiovascular disease (CVD) and death than fasting glucose, but data in the oldest old are sparse. METHODS Fasting and 2-hour postload glucose were measured in community-dwelling older adults, mean age 78, at the 1996-1997 follow-up visit of the Cardiovascular Health Study. We evaluated their associations with atherosclerotic CVD (ASCVD) and mortality using standard Cox regression and competing-risks analyses and assessed improvement in prediction-model discrimination with the c-statistic. RESULTS Among 2,394 participants without treated diabetes and available data on glycemic measures, there were 579 ASCVD events and 1,698 deaths during median follow-up of 11.2 years. In fully adjusted models, both fasting and 2-hour glucose were associated with ASCVD (HR per SD, 1.13 [1.03-1.25] and 1.17 [1.07-1.28], respectively) and all-cause mortality (HR 1.12 [1.07-1.18] and 1.14 [1.08-1.20]). After mutual adjustment, however, the associations for fasting glucose with both outcomes were abolished, but those for postload glucose were largely unchanged. Consistent findings were observed for ASCVD in competing-risks models. CONCLUSION In adults surviving to advanced old age, postload glucose was associated with ASCVD and mortality independently of fasting glucose, but fasting glucose was not associated with these outcomes independently of postload glucose. These findings affirm the robust association of postload glucose with ASCVD and death late in life.
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Affiliation(s)
- Erika F Brutsaert
- Albert Einstein College of Medicine, Department of Medicine, Bronx, NY 10461.
| | - Sanyog Shitole
- Albert Einstein College of Medicine, Department of Medicine, Bronx, NY 10461
| | - Mary Lou Biggs
- University of Washington, Department of Biostatistics, Seattle, WA 98115
| | - Kenneth J Mukamal
- Beth Israel Deaconess Medical Center, Department of Medicine, Boston, MA 02215
| | - Ian H deBoer
- University of Washington, Department of Medicine, Seattle, WA 98195
| | - Evan L Thacker
- Brigham Young University, Department of Health Science, Provo, UT 84602
| | | | - Luc Djoussé
- Brigham and Women's Hospital, Department of Medicine, Boston MA 02120
| | - Joachim H Ix
- University of California San Diego, School of Medicine, La Jolla, CA 92093
| | - Nicholas L Smith
- University of Washington, Department of Epidemiology, Seattle, WA 98195. Cardiovascular Health Research Unit, Department of Medicine, Epidemiology of Health Sciences, University of Washington, Seattle WA; Group Health Research institute Group Health Cooperative Seattle WA 98101. Seattle Epidemiologic Research and Formation Center; VA office of Research and Development, Seattle WA 98101
| | - Robert C Kaplan
- Albert Einstein College of Medicine, Department of Epidemiology and Population Health, Bronx, NY 10461
| | | | - Bruce M Psaty
- University of Washington, Department of Epidemiology, Seattle, WA 98195. Cardiovascular Health Research Unit, Department of Medicine, Epidemiology of Health Sciences, University of Washington, Seattle WA; Group Health Research institute Group Health Cooperative Seattle WA 98101
| | - Jorge R Kizer
- Albert Einstein College of Medicine, Department of Medicine, Bronx, NY 10461. Albert Einstein College of Medicine, Department of Epidemiology and Population Health, Bronx, NY 10461
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Fink HA, Bůžková P, Garimella PS, Mukamal KJ, Cauley JA, Kizer JR, Barzilay JI, Jalal DI, Ix JH. Association of Fetuin-A With Incident Fractures in Community-Dwelling Older Adults: The Cardiovascular Health Study. J Bone Miner Res 2015; 30:1394-402. [PMID: 25656814 DOI: 10.1002/jbmr.2475] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 01/20/2015] [Accepted: 02/03/2015] [Indexed: 12/26/2022]
Abstract
Fetuin-A, a serum protein that regulates calcium mineralization, has been associated with bone mineral density (BMD) in several cross-sectional human studies, suggesting a possible beneficial effect on clinically important measures of bone health. Fetuin-A and incidence of subsequent fracture was assessed in 4714 men and women ≥65 years of age. Proportional hazards models were used to estimate risk of incident hip (hospital discharge ICD-9 codes) and composite fracture (hip, pelvis, humerus, or proximal forearm; hospital discharge ICD-9 codes and Medicare claims data). A total of 576 participants had an incident hip fracture (median follow-up 11.2 years) and 768 had an incident composite fracture (median follow-up 6.9 years). In unadjusted analyses, there was no association between fetuin-A (per SD increase) and risk of hip fracture (hazard ratio [HR], 0.96; 95% CI, 0.88 to 1.05) or composite fracture (HR, 0.99; 95% CI, 0.92 to 1.06). Results were not significantly changed after adjustment for potential confounding variables. Analyses modeling fetuin-A in quartiles or within a subset with available BMD measures also showed no statistically significant association with risk of hip or composite fracture. Though fetuin-A was positively associated with areal BMD in partially adjusted models (total hip: β, 0.013 g/cm(2) ; 95% CI, 0.005 to 0.021; femoral neck: β, 0.011 g/cm(2) ; 95% CI, 0.004 to 0.018; and lumbar spine: β, 0.007 g/cm(2) ; 95% CI, 0.001 to 0.028), these associations were no longer significant after further adjustment for BMI and in final multivariate models. In this large sample of community-dwelling older adults, a small positive association between fetuin-A and areal BMD appeared attributable to confounding variables and we found no evidence of an association between fetuin-A and risk of clinical fracture.
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Affiliation(s)
- Howard A Fink
- Geriatric Research Education & Clinical Center, Veterans Affairs Health Care System, Minneapolis, MN, USA.,Center for Chronic Disease Outcomes Research, Veterans Affairs Health Care System, Minneapolis, MN, USA.,Department of Medicine, University of Minnesota, Minneapolis, MN, USA.,Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Petra Bůžková
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | | | - Kenneth J Mukamal
- Division of General Medicine and Primary Care, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Jane A Cauley
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Jorge R Kizer
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA.,Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia, Atlanta, GA, USA.,Division of Endocrinology, Emory University School of Medicine, Atlanta, GA, USA
| | - Diana I Jalal
- Division of Renal Diseases and Hypertension, University of Colorado Anschutz Medical Center, Aurora, CO, USA
| | - Joachim H Ix
- Nephrology Section, Veterans Affairs Health Care System, San Diego, CA, USA.,Division of Nephrology-Hypertension, University of California San Diego, San Diego, CA, USA
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48
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Garber AJ, Abrahamson MJ, Barzilay JI, Blonde L, Bloomgarden ZT, Bush MA, Dagogo-Jack S, Davidson MB, Einhorn D, Garber JR, Garvey WT, Grunberger G, Handelsman Y, Hirsch IB, Jellinger PS, McGill JB, Mechanick JI, Rosenblit PD, Umpierrez G, Davidson MH. AACE/ACE comprehensive diabetes management algorithm 2015. Endocr Pract 2015; 21:438-47. [PMID: 25877012 DOI: 10.4158/ep15693.cs] [Citation(s) in RCA: 176] [Impact Index Per Article: 19.6] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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Cornes BK, Brody JA, Nikpoor N, Morrison AC, Chu H, Ahn BS, Wang S, Dauriz M, Barzilay JI, Dupuis J, Florez JC, Coresh J, Gibbs RA, Kao WHL, Liu CT, McKnight B, Muzny D, Pankow JS, Reid JG, White CC, Johnson AD, Wong TY, Psaty BM, Boerwinkle E, Rotter JI, Siscovick DS, Sladek R, Meigs JB. Association of levels of fasting glucose and insulin with rare variants at the chromosome 11p11.2-MADD locus: Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) Consortium Targeted Sequencing Study. ACTA ACUST UNITED AC 2015; 7:374-382. [PMID: 24951664 DOI: 10.1161/circgenetics.113.000169] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
BACKGROUND Common variation at the 11p11.2 locus, encompassing MADD, ACP2, NR1H3, MYBPC3, and SPI1, has been associated in genome-wide association studies with fasting glucose and insulin (FI). In the Cohorts for Heart and Aging Research in Genomic Epidemiology Targeted Sequencing Study, we sequenced 5 gene regions at 11p11.2 to identify rare, potentially functional variants influencing fasting glucose or FI levels. METHODS AND RESULTS Sequencing (mean depth, 38×) across 16.1 kb in 3566 individuals without diabetes mellitus identified 653 variants, 79.9% of which were rare (minor allele frequency <1%) and novel. We analyzed rare variants in 5 gene regions with FI or fasting glucose using the sequence kernel association test. At NR1H3, 53 rare variants were jointly associated with FI (P=2.73×10(-3)); of these, 7 were predicted to have regulatory function and showed association with FI (P=1.28×10(-3)). Conditioning on 2 previously associated variants at MADD (rs7944584, rs10838687) did not attenuate this association, suggesting that there are >2 independent signals at 11p11.2. One predicted regulatory variant, chr11:47227430 (hg18; minor allele frequency=0.00068), contributed 20.6% to the overall sequence kernel association test score at NR1H3, lies in intron 2 of NR1H3, and is a predicted binding site for forkhead box A1 (FOXA1), a transcription factor associated with insulin regulation. In human HepG2 hepatoma cells, the rare chr11:47227430 A allele disrupted FOXA1 binding and reduced FOXA1-dependent transcriptional activity. CONCLUSIONS Sequencing at 11p11.2-NR1H3 identified rare variation associated with FI. One variant, chr11:47227430, seems to be functional, with the rare A allele reducing transcription factor FOXA1 binding and FOXA1-dependent transcriptional activity.
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Affiliation(s)
- Belinda K Cornes
- General Medicine Division, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Jennifer A Brody
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Naghmeh Nikpoor
- Department of Human Genetics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Alanna C Morrison
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Huan Chu
- Department of Human Genetics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Byung Soo Ahn
- Department of Human Genetics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Shuai Wang
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Marco Dauriz
- General Medicine Division, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Verona Medical School and Hospital Trust of Verona, Verona, Italy
| | - Joshua I Barzilay
- Division of Endocrinology, Kaiser Permanente of Georgia and Emory University School of Medicine
| | - Josée Dupuis
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA.,National Heart, Lung, and Blood Institute's The Framingham Heart Study, Cardiovascular Epidemiology and Human Genomics Center, Framingham, MA, USA
| | - Jose C Florez
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA.,Center for Human Genetic Research, Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts, USA.,Program in Medical and Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Josef Coresh
- Department of Medicine, The Johns Hopkins Medical Institutions, Baltimore, Maryland, USA.,Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Richard A Gibbs
- Human Genome Sequencing Center, Baylor College of Medicine, University of Texas Health Science Center, Houston, TX
| | - W H Linda Kao
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Ching-Ti Liu
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Barbara McKnight
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.,Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Donna Muzny
- Human Genome Sequencing Center, Baylor College of Medicine, University of Texas Health Science Center, Houston, TX
| | - James S Pankow
- Division of Epidemiology and Community Health (J.S.P.), University of Minnesota, MN, USA
| | - Jeffrey G Reid
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Charles C White
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Andrew D Johnson
- National Heart, Lung, and Blood Institute's The Framingham Heart Study, Cardiovascular Epidemiology and Human Genomics Center, Framingham, MA, USA
| | - Tien Y Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Duke-NUS Graduate Medical School, Singapore.,Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Bruce M Psaty
- Cardiovascular Health Research Unit, Departments of Medicine, Epidemiology, and Health Services, University of Washington, Seattle, WA; Group Health Research Institute, Group Health Cooperative, Seattle, WA
| | - Eric Boerwinkle
- Human Genetics Center, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA.,Human Genome Sequencing Center, Baylor College of Medicine, University of Texas Health Science Center, Houston, TX
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Los Angeles Biomedical Reasearch Institute and Department of Pediatrics, Harbor-UCLA Medical Center Torrance, California, USA
| | - David S Siscovick
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA.,Cardiovascular Health Research Unit, Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Robert Sladek
- Department of Human Genetics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - James B Meigs
- General Medicine Division, Massachusetts General Hospital, Boston, Massachusetts, USA.,Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
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50
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Bůžková P, Barzilay JI, Fink HA, Robbins JA, Cauley JA, Fitzpatrick AL. Ratio of urine albumin to creatinine attenuates the association of dementia with hip fracture risk. J Clin Endocrinol Metab 2014; 99:4116-23. [PMID: 25148233 PMCID: PMC4223436 DOI: 10.1210/jc.2014-2409] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [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] [Indexed: 11/19/2022]
Abstract
CONTEXT Microvascular disease is a leading cause of cognitive impairment. Approximately 50% of people with a hip fracture have cognitive impairment. OBJECTIVE We tested the hypothesis that microvascular diseases of the brain (lacunar infarcts and white matter disease [WMD]), kidney (albuminuria [≥ 30 mg/g creatinine] and albumin creatinine ratio [ACR]), and eye (retinal vascular disorders) attenuate the association of cognitive impairment with hip fracture risk. SETTING The Cardiovascular Health Cognition Study. PATIENTS Three thousand, one-hundred six participants (mean age, ∼ 79 y; 8.84 y median follow-up) with cognitive testing. Subsets received ACR testing (n=2389), brain magnetic resonance imaging scans (n = 2094), and retinal photography (n = 1098). MAIN OUTCOME MEASURE Incident hip fracture. RESULTS There were 488 participants (16%) with mild cognitive impairment (MCI) and 564 (18%) with dementia. There were 337 incident hip fractures, of which 19% occurred in participants with MCI and 26% in participants with dementia. Adjusted hazard ratios (HR) and 95% confidence interval for hip fracture in participants with MCI were 2.45 (1.67-3.61) and for dementia 2.35 (1.57-3.52). With doubling of ACR, the HR for fracture was attenuated in participants with dementia compared with participants with normal cognition [interaction HR 0.70 (0.55-0.91)]. No such effect was found in participants with MCI. Albuminuria, lacunar infarcts, WMD, and retinal vascular disease (RVD) did not modify the association of dementia or MCI with hip fracture risk. CONCLUSIONS ACR attenuates part of the risk of hip fracture in people with dementia, suggesting that these disorders share a common pathogenesis.
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Affiliation(s)
- Petra Bůžková
- Department of Biostatistics (P.B.), University of Washington, Seattle, Washington 98115; Division of Endocrinology, Kaiser Permanente of Georgia and the Division of Endocrinology (J.I.B.), Emory University School of Medicine, Atlanta, Georgia 30096; Geriatric Research Education & Clinical Center (H.A.F.), Veterans Affair Medical Center, Minneapolis, Minnesota 55417; Department of Medicine (J.A.R.), University of California, Davis, Sacramento, California; Department of Epidemiology (J.A.C.), Graduate School of Public Health, University of Pittsburgh, Pittsburgh 15261, Pennsylvania; and Department of Epidemiology (A.L.F.), University of Washington, Seattle, Washington 98115
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