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Li TC, Lin CC, Liu CS, Lin CH, Yang SY, Li CI. Heritability of carotid intima-media thickness and inflammatory factors of atherosclerosis in a Chinese population. Sci Rep 2024; 14:20440. [PMID: 39227703 PMCID: PMC11371917 DOI: 10.1038/s41598-024-71454-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 08/28/2024] [Indexed: 09/05/2024] Open
Abstract
Carotid intima-media thickness (cIMT), a marker of subclinical atherosclerosis, has been found to be associated with incident stroke. High-sensitivity C-reactive protein (CRP) and fibrinogen have been demonstrated to be associated with atherosclerosis. Previous studies on heritability estimates of IMT, CRP, and fibrinogen among Chinese populations are limited. This study aims to estimate the heritability of these risk factors in residents who participated in the Taichung Community Health Study (TCHS) and their family members. A total of 2671 study subjects from 805 families were enrolled in the study, selected from a random sample of TCHS participants and their family members. CRP, and fibrinogen were obtained from each participant, and a questionnaire interview was conducted. cIMT was measured by high-resolution B-mode ultrasound and expressed as the mean of the maximum. Heritability estimates and the familial correlation of cIMT, CRP, and fibrinogen among family pairs were determined with SAGE software. With multivariate adjustments, significant heritability was found for cIMT (h2 = 0.26, P < 0.001), CRP (h2 = 0.34, P < 0.001), and fibrinogen (h2 = 0.48, P < 0.001). The intrafamilial correlation coefficients for the three indexes in the parent-offspring pairs were significant (P < 0.001) and ranged from 0.17 to 0.41. The full sibship correlations were also significant (P < 0.001) for the three indexes and ranged from 0.19 to 0.47. This study indicates that a moderate proportion of the variability in CRP, fibrinogen, and cIMT can be attributed to genetic factors in Chinese populations. The findings suggest that CRP is associated with cIMT, whereas no significant association exists between fibrinogen and cIMT.
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Affiliation(s)
- Tsai-Chung Li
- Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan
- Department of Audiology and Speech-Language Pathology, Asia University, Taichung, Taiwan
| | - Cheng-Chieh Lin
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
- Department of Medical Research, China Medical University Hospital, No. 2, Yude Rd., North Dist., Taichung, 404, Taiwan
| | - Chiu-Shong Liu
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chih-Hsueh Lin
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
- Department of Family Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Shing-Yu Yang
- Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan
| | - Chia-Ing Li
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan.
- Department of Medical Research, China Medical University Hospital, No. 2, Yude Rd., North Dist., Taichung, 404, Taiwan.
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Aldokhayyil M, Gomez DH, Cook MD, Kavazis AN, Roberts MD, Geetha T, Brown MD. Influence of Race and High Laminar Shear Stress on TNFR1 Signaling in Endothelial Cells. Int J Mol Sci 2023; 24:14723. [PMID: 37834170 PMCID: PMC10572906 DOI: 10.3390/ijms241914723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 09/15/2023] [Accepted: 09/20/2023] [Indexed: 10/15/2023] Open
Abstract
Tumor necrosis factor (TNF) binding to endothelial TNF receptor-I (TNFR-I) facilitates monocyte recruitment and chronic inflammation, leading to the development of atherosclerosis. In vitro data show a heightened inflammatory response and atherogenic potential in endothelial cells (ECs) from African American (AA) donors. High laminar shear stress (HSS) can mitigate some aspects of racial differences in endothelial function at the cellular level. We examined possible racial differences in TNF-induced monocyte adhesion and TNFR1 signaling complex expression/activity, along with the effects of HSS. Tohoku Hospital Pediatrics-1 (THP-1) monocytes were used in a co-culture system with human umbilical vein ECs (HUVECs) from Caucasian American (CA) and AA donors to examine racial differences in monocyte adhesion. An in vitro exercise mimetic model was applied to investigate the potential modulatory effect of HSS. THP-1 adherence to ECs and TNF-induced nuclear factor kappa B (NF-κB) DNA binding were elevated in AA ECs compared to CA ECs, but not significantly. We report no significant racial differences in the expression of the TNFR-I signaling complex. Application of HSS significantly increased the expression and shedding of TNFR-I and the expression of TRAF3, and decreased the expression of TRAF5 in both groups. Our data does not support TNF-induced NF-κB activation as a potential mediator of racial disparity in this model. Other pathways and associated factors activated by the TNFR1 signaling complex are recommended targets for future research.
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Affiliation(s)
- Maitha Aldokhayyil
- School of Kinesiology, Auburn University, Auburn, AL 36849, USA
- Department of Physical Therapy, College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia
| | - Dulce H. Gomez
- School of Kinesiology, Auburn University, Auburn, AL 36849, USA
| | - Marc D. Cook
- Department of Kinesiology, North Carolina Agriculture and Technology State University, Greensboro, NC 27411, USA
| | | | | | - Thangiah Geetha
- Department of Nutritional Sciences, College of Human Sciences, Auburn University, Auburn, AL 36849, USA
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3
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Kim J, Jensen A, Ko S, Raghavan S, Phillips LS, Hung A, Sun Y, Zhou H, Reaven P, Zhou JJ. Systematic Heritability and Heritability Enrichment Analysis for Diabetes Complications in UK Biobank and ACCORD Studies. Diabetes 2022; 71:1137-1148. [PMID: 35133398 PMCID: PMC9044130 DOI: 10.2337/db21-0839] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 02/02/2022] [Indexed: 11/13/2022]
Abstract
Diabetes-related complications reflect longstanding damage to small and large vessels throughout the body. In addition to the duration of diabetes and poor glycemic control, genetic factors are important contributors to the variability in the development of vascular complications. Early heritability studies found strong familial clustering of both macrovascular and microvascular complications. However, they were limited by small sample sizes and large phenotypic heterogeneity, leading to less accurate estimates. We take advantage of two independent studies-UK Biobank and the Action to Control Cardiovascular Risk in Diabetes trial-to survey the single nucleotide polymorphism heritability for diabetes microvascular (diabetic kidney disease and diabetic retinopathy) and macrovascular (cardiovascular events) complications. Heritability for diabetic kidney disease was estimated at 29%. The heritability estimate for microalbuminuria ranged from 24 to 60% and was 41% for macroalbuminuria. Heritability estimates of diabetic retinopathy ranged from 6 to 33%, depending on the phenotype definition. More severe diabetes retinopathy possessed higher genetic contributions. We show, for the first time, that rare variants account for much of the heritability of diabetic retinopathy. This study suggests that a large portion of the genetic risk of diabetes complications is yet to be discovered and emphasizes the need for additional genetic studies of diabetes complications.
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Affiliation(s)
- Juhyun Kim
- Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | - Aubrey Jensen
- Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA
| | - Seyoon Ko
- Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA
| | - Sridharan Raghavan
- University of Colorado School of Medicine, Aurora, CO
- Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, CO
| | - Lawrence S. Phillips
- Division of Endocrinology, Emory University School of Medicine, Atlanta, GA
- Atlanta Veterans Affairs Medical Center, Decatur, GA
| | - Adriana Hung
- Tennessee Valley Healthcare System and Vanderbilt University, Nashville, TN
| | - Yan Sun
- Department of Epidemiology, Emory University, Atlanta, GA
| | - Hua Zhou
- Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA
| | - Peter Reaven
- Phoenix Veterans Affairs Health Care System, Phoenix, AZ
| | - Jin J. Zhou
- Department of Biostatistics, University of California, Los Angeles, Los Angeles, CA
- Phoenix Veterans Affairs Health Care System, Phoenix, AZ
- Department of Epidemiology and Biostatistics, University of Arizona, Tucson, AZ
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA
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4
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Lu Y, Dimitrov L, Chen SH, Bielak LF, Bis JC, Feitosa MF, Lu L, Kavousi M, Raffield LM, Smith AV, Wang L, Weiss S, Yao J, Zhu J, Gudmundsson EF, Gudmundsdottir V, Bos D, Ghanbari M, Ikram MA, Hwang SJ, Taylor KD, Budoff MJ, Gíslason GK, O’Donnell CJ, An P, Franceschini N, Freedman BI, Fu YP, Guo X, Heiss G, Kardia SL, Wilson JG, Langefeld CD, Schminke U, Uitterlinden AG, Lange LA, Peyser PA, Gudnason VG, Psaty BM, Rotter JI, Bowden DW, Ng MCY. Multiethnic Genome-Wide Association Study of Subclinical Atherosclerosis in Individuals With Type 2 Diabetes. CIRCULATION. GENOMIC AND PRECISION MEDICINE 2021; 14:e003258. [PMID: 34241534 PMCID: PMC8435075 DOI: 10.1161/circgen.120.003258] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 06/20/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Coronary artery calcification (CAC) and carotid artery intima-media thickness (cIMT) are measures of subclinical atherosclerosis in asymptomatic individuals and strong risk factors for cardiovascular disease. Type 2 diabetes (T2D) is an independent cardiovascular disease risk factor that accelerates atherosclerosis. METHODS We performed meta-analyses of genome-wide association studies in up to 2500 T2D individuals of European ancestry (EA) and 1590 T2D individuals of African ancestry with or without exclusion of prevalent cardiovascular disease, for CAC measured by cardiac computed tomography, and 3608 individuals of EA and 838 individuals of African ancestry with T2D for cIMT measured by ultrasonography within the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium. RESULTS We replicated 2 loci (rs9369640 and rs9349379 near PHACTR1 and rs10757278 near CDKN2B) for CAC and one locus for cIMT (rs7412 and rs445925 near APOE-APOC1) that were previously reported in the general EA populations. We identified one novel CAC locus (rs8000449 near CSNK1A1L/LINC00547/POSTN at 13q13.3) at P=2.0×10-8 in EA. No additional loci were identified with the meta-analyses of EA and African ancestry. The expression quantitative trait loci analysis with nearby expressed genes derived from arterial wall and metabolic tissues from the Genotype-Tissue Expression project pinpoints POSTN, encoding a matricellular protein involved in bone formation and bone matrix organization, as the potential candidate gene at this locus. In addition, we found significant associations (P<3.1×10-4) for 3 previously reported coronary artery disease loci for these subclinical atherosclerotic phenotypes (rs2891168 near CDKN2B-AS1 and rs11170820 near FLJ12825 for CAC, and rs7412 near APOE for cIMT). CONCLUSIONS Our results provide potential biological mechanisms that could link CAC and cIMT to increased cardiovascular disease risk in individuals with T2D.
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Affiliation(s)
- Yingchang Lu
- Vanderbilt Genetic Institute, Division of Genetic Medicine,
Vanderbilt University Medical Center, Nashville, TN
| | - Latchezar Dimitrov
- Center for Precision Medicine, Wake Forest School of
Medicine, Winston-Salem, NC
| | - Shyh-Huei Chen
- Department of Biostatistics & Data Science, Wake Forest
School of Medicine, Winston-Salem, NC
| | - Lawrence F. Bielak
- Department of Epidemiology, School of Public Health,
University of Michigan, Ann Arbor, MI
| | - Joshua C. Bis
- Cardiovascular Health Research Unit, Departments of
Medicine, Epidemiology & Health Services, University of Washington, Seattle,
WA
| | - Mary F. Feitosa
- Division of Statistical Genomics, Department of Genetics,
Washington University School of Medicine, Farrell Learning Center, St Louis,
MO
| | - Lingyi Lu
- Department of Biostatistics & Data Science, Wake Forest
School of Medicine, Winston-Salem, NC
| | - Maryam Kavousi
- Department of Epidemiology, Erasmus Medical Centre,
Rotterdam, the Netherlands
| | - Laura M. Raffield
- Department of Genetics, University of North Carolina,
Chapel Hill, NC
| | - Albert V. Smith
- Faculty of Medicine, University of Iceland, Reykjavik &
Icelandic Heart Association, Kopavogur, Iceland & Department of Biostatistics,
School of Public Health, University of Michigan, Ann Arbor, MI
| | - Lihua Wang
- Division of Statistical Genomics, Department of Genetics,
Washington University School of Medicine, Farrell Learning Center, St Louis,
MO
| | - Stefan Weiss
- Interfaculty Institute for Genetics and Functional
Genomics, Department of Functional Genomics, University of Greifswald &
University Medicine Greifswald, Greifswald & DZHK (German Centre for
Cardiovascular Research), Partner Site Greifswald, Greifswald, Germany
| | - Jie Yao
- The Institute for Translational Genomics and Population
Sciences & Department of Pediatrics, The Lundquist Institute for Biomedical
Innovation at Harbor-UCLA Medical Center, Torrance, CA
| | - Jiaxi Zhu
- Division of Statistical Genomics, Department of Genetics,
Washington University School of Medicine, Farrell Learning Center, St Louis,
MO
| | - Elias F. Gudmundsson
- Faculty of Medicine, University of Iceland, Reykjavik
& Icelandic Heart Association, Kopavogur, Iceland
| | - Valborg Gudmundsdottir
- Faculty of Medicine, University of Iceland, Reykjavik
& Icelandic Heart Association, Kopavogur, Iceland
| | - Daniel Bos
- Department of Epidemiology, Erasmus Medical Centre &
Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center
Rotterdam, Rotterdam, the Netherlands
| | - Mohsen Ghanbari
- Department of Epidemiology, Erasmus Medical Centre,
Rotterdam, the Netherlands
| | - M. Arfan Ikram
- Department of Epidemiology, Erasmus Medical Centre,
Rotterdam, the Netherlands
| | - Shih-Jen Hwang
- The Population Sciences Branch, Division of Intramural
Research, National Heart, Lung and Blood Institute, National Institutes of Health,
Bethesda, MD & The Framingham Heart Study, National Heart, Lung and Blood
Institute, National Institutes of Health, Framingham, MA
| | - Kent D. Taylor
- The Institute for Translational Genomics and Population
Sciences & Department of Pediatrics, The Lundquist Institute for Biomedical
Innovation at Harbor-UCLA Medical Center, Torrance, CA
| | - Matthew J. Budoff
- Division of Cardiology, Lundquist Institute at
Harbor-UCLA Medical Center, Torrance, CA
| | - Gauti K. Gíslason
- Faculty of Medicine, University of Iceland, Reykjavik
& Icelandic Heart Association, Kopavogur, Iceland
| | - Christopher J. O’Donnell
- VA Boston Healthcare System & Department of Medicine,
Brigham Women’s Hospital & Department of Medicine, Harvard Medical
School, Boston, MA
| | - Ping An
- Division of Statistical Genomics, Department of Genetics,
Washington University School of Medicine, Farrell Learning Center, St Louis,
MO
| | - Nora Franceschini
- Department of Epidemiology, University of North Carolina,
Chapel Hill, NC
| | - Barry I. Freedman
- Department of Internal Medicine, Wake Forest School of
Medicine, Winston-Salem, NC
| | - Yi-Ping Fu
- The Framingham Heart Study, National Heart, Lung and
Blood Institute, National Institutes of Health, Framingham, MA & Office of
Biostatistics Research, National Heart, Lung, and Blood Institute, National
Institutes of Health, Bethesda, MD
| | - Xiuqing Guo
- The Institute for Translational Genomics and Population
Sciences & Department of Pediatrics, The Lundquist Institute for Biomedical
Innovation at Harbor-UCLA Medical Center, Torrance, CA
| | - Gerardo Heiss
- Department of Epidemiology, University of North Carolina,
Chapel Hill, NC
| | - Sharon L.R. Kardia
- Department of Epidemiology, School of Public Health,
University of Michigan, Ann Arbor, MI
| | - James G. Wilson
- Department of Physiology and Biophysics, University of
Mississippi Medical Center, Jackson, MS & Department of Cardiology, Beth Israel
Deaconess Medical Center, Boston, MA
| | - Carl D. Langefeld
- Center for Precision Medicine & Department of
Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem,
NC
| | - Ulf Schminke
- Department of Neurology, University Medicine Greifswald,
Greifswald, Germany
| | - André G. Uitterlinden
- Department of Epidemiology, Erasmus Medical Centre &
Department of Internal Medicine, Erasmus MC University Medical Center Rotterdam,
Rotterdam, the Netherlands
| | - Leslie A. Lange
- Division of Biomedical Informatics and Personalized
Medicine, School of Medicine, University of Colorado, Anschutz Medical Campus,
Aurora, CO
| | - Patricia A. Peyser
- Department of Epidemiology, School of Public Health,
University of Michigan, Ann Arbor, MI
| | - Vilmundur G. Gudnason
- Faculty of Medicine, University of Iceland, Reykjavik
& Icelandic Heart Association, Kopavogur, Iceland
| | - Bruce M. Psaty
- Departments of Epidemiology & Health Services,
University of Washington, Seattle, WA
| | - Jerome I. Rotter
- The Institute for Translational Genomics and Population
Sciences & Department of Pediatrics, The Lundquist Institute for Biomedical
Innovation at Harbor-UCLA Medical Center, Torrance, CA
| | - Donald W. Bowden
- Center for Precision Medicine & Department of
Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC
| | - Maggie CY Ng
- Vanderbilt Genetic Institute, Division of Genetic
Medicine, Vanderbilt University Medical Center, Nashville, TN & Center for
Precision Medicine, Wake Forest School of Medicine, Winston-Salem, NC
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5
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Dan HJ, Ji H, Zhou YQ, Li CY, Gao BL. Detection of Early Vascular Atherosclerosis in Type 2 Diabetes Mellitus Using Ultrasound Radiofrequency-Data Technique. J Stroke Cerebrovasc Dis 2021; 30:105751. [PMID: 33812173 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 02/27/2021] [Accepted: 03/08/2021] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES To quantitatively evaluate changes in vascular elasticity and intima-media thickness (IMT) of the common carotid artery (CCA) with Ultrasound radiofrequency (RF)-data technology in asymptomatic patients with type-2 diabetes mellitus (T2DM) and controls. MATERIALS AND METHODS Thirty-seven T2DM patients and 39 controls were enrolled. Arterial elasticity and CCA-IMT were quantitatively assessed by RF-data technology. The CCA diameters in the diastolic and systolic phases, carotid distensibility (CD), IMT, values of stiffness (β) and local pulse wave velocity (PWVβ) were measured and compared between the two groups. RESULTS The T2DM group had significantly larger CCA diastolic and systolic diameter, lower CD values, higher IMT measurements (all p < 0.001), and higher values of β and PWVβ (all P < 0.05) than the controls. Significant differences were not revealed in the mean values of IMT, β, PWVβ and CD across both sides of the CCA (all P > 0.05). CONCLUSIONS Higher IMT measurement and lower arterial elasticity of the CCA are significantly pronounced in asymptomatic T2DM patients and may suggest atherosclerotic changes, and the ultrasound RF-data technique may be used as a potential approach for detection of early-stage atherosclerosis.
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Affiliation(s)
- Hai-Jun Dan
- Departments of Physical Examination, Second Hospital of Hebei Medical University, Shijiazhuang, Hebei Province, China
| | - Hong Ji
- Department of Gland Surgery, Second Hospital of Hebei Medical University, Shijiazhuang, Hebei Province, China
| | - Ya-Qing Zhou
- Departments of Physical Examination, Second Hospital of Hebei Medical University, Shijiazhuang, Hebei Province, China
| | - Cai-Ying Li
- Department of Radiology, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, Hebei Province 050000, China.
| | - Bu-Lang Gao
- Department of Radiology, The Second Hospital of Hebei Medical University, 215 West Heping Road, Shijiazhuang, Hebei Province 050000, China.
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6
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Echouffo-Tcheugui JB, Niiranen TJ, McCabe EL, Henglin M, Jain M, Vasan RS, Larson MG, Cheng S. An Early-Onset Subgroup of Type 2 Diabetes: A Multigenerational, Prospective Analysis in the Framingham Heart Study. Diabetes Care 2020; 43:3086-3093. [PMID: 33033069 PMCID: PMC7770277 DOI: 10.2337/dc19-1758] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 09/13/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess the relation of type 2 diabetes occurring earlier (age <55 years) versus later in life to the risk of cardiovascular death and to diabetes in offspring. RESEARCH DESIGN AND METHODS In the Framingham Heart Study, a community-based prospective cohort study, glycemic status was ascertained at serial examinations over six decades among 5,571 first- and second-generation participants with mortality data and 2,123 second-generation participants who initially did not have diabetes with data on parental diabetes status. We assessed cause of death in a case (cardiovascular death)-control (noncardiovascular death) design and incident diabetes in offspring in relation to parental early-onset diabetes. RESULTS Among the participants in two generations (N = 5,571), there were 1,822 cardiovascular deaths (including 961 coronary deaths). The odds of cardiovascular versus noncardiovascular death increased with decreasing age of diabetes onset (P < 0.001 trend). Compared with never developing diabetes, early-onset diabetes conferred a 1.81-fold odds (95% CI 1.10-2.97, P = 0.02) of cardiovascular death and 1.75-fold odds (0.96-3.21, P = 0.07) of coronary death, whereas later-onset diabetes was not associated with greater risk for either (P = 0.09 for cardiovascular death; P = 0.51 for coronary death). In second-generation participants, having a parent with early-onset diabetes increased diabetes risk by 3.24-fold (1.73-6.07), whereas having one or both parents with late-onset diabetes increased diabetes risk by 2.19-fold (1.50-3.19). CONCLUSIONS Our findings provide evidence for a diabetes subgroup with an early onset, a stronger association with cardiovascular death, and higher transgenerational transmission.
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Affiliation(s)
- Justin B Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, MD
| | - Teemu J Niiranen
- Department of Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Elizabeth L McCabe
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Mir Henglin
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA
| | - Mohit Jain
- Division of Cardiovascular Medicine, Department of Medicine, and Department of Pharmacology, University of California, San Diego, La Jolla, CA
| | - Ramachandran S Vasan
- Sections of Preventive Medicine and Cardiology, Department of Medicine, Boston University, School of Medicine, Boston, MA.,Department of Epidemiology, Boston University School of Public Health, Boston, MA
| | - Martin G Larson
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Susan Cheng
- Institute for Research on Healthy Aging and Department of Cardiology, Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA
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7
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Abstract
Diabetes is one of the fastest growing diseases worldwide, projected to affect 693 million adults by 2045. Devastating macrovascular complications (cardiovascular disease) and microvascular complications (such as diabetic kidney disease, diabetic retinopathy and neuropathy) lead to increased mortality, blindness, kidney failure and an overall decreased quality of life in individuals with diabetes. Clinical risk factors and glycaemic control alone cannot predict the development of vascular complications; numerous genetic studies have demonstrated a clear genetic component to both diabetes and its complications. Early research aimed at identifying genetic determinants of diabetes complications relied on familial linkage analysis suited to strong-effect loci, candidate gene studies prone to false positives, and underpowered genome-wide association studies limited by sample size. The explosion of new genomic datasets, both in terms of biobanks and aggregation of worldwide cohorts, has more than doubled the number of genetic discoveries for both diabetes and diabetes complications. We focus herein on genetic discoveries for diabetes and diabetes complications, empowered primarily through genome-wide association studies, and emphasize the gaps in research for taking genomic discovery to the next level.
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Affiliation(s)
- Joanne B Cole
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Division of Endocrinology and Center for Basic and Translational Obesity Research, Boston Children's Hospital, Boston, MA, USA
| | - Jose C Florez
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Diabetes Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
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8
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Targeted sequencing of linkage region in Dominican families implicates PRIMA1 and the SPATA7-PTPN21-ZC3H14-EML5-TTC8 locus in carotid-intima media thickness and atherosclerotic events. Sci Rep 2019; 9:11621. [PMID: 31406157 PMCID: PMC6691113 DOI: 10.1038/s41598-019-48186-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 07/29/2019] [Indexed: 11/22/2022] Open
Abstract
Carotid intima-media thickness (cIMT) is a subclinical marker for atherosclerosis. Previously, we reported a quantitative trait locus (QTL) for total cIMT on chromosome 14q and identified PRiMA1, FOXN3 and CCDC88C as candidate genes using a common variants (CVs)-based approach. Herein, we further evaluated the genetic contribution of the QTL to cIMT by resequencing. We sequenced all exons within the QTL and genomic regions of PRiMA1, FOXN3 and CCDC88C in Dominican families with evidence for linkage to the QTL. Unrelated Dominicans from the Northern Manhattan Study (NOMAS) were used for validation. Single-variant-based and gene-based analyses were performed for CVs and rare variants (RVs). The strongest evidence for association with CVs was found in PRiMA1 (p = 8.2 × 10−5 in families, p = 0.01 in NOMAS at rs12587586), and in the five-gene cluster SPATA7-PTPN21-ZC3H14-EML5-TTC8 locus (p = 1.3 × 10−4 in families, p = 0.01 in NOMAS at rs2274736). No evidence for association with RVs was found in PRiMA1. The top marker from previous study in PRiMA1 (rs7152362) was associated with fewer atherosclerotic events (OR = 0.67; p = 0.02 in NOMAS) and smaller cIMT (β = −0.58, p = 2.8 × 10−4 in Family). Within the five-gene cluster, evidence for association was found for exonic RVs (p = 0.02 in families, p = 0.28 in NOMAS), which was enriched among RVs with higher functional potentials (p = 0.05 in NOMAS for RVs in the top functional tertile). In summary, targeted resequencing provided validation and novel insights into the genetic architecture of cIMT, suggesting stronger effects for RVs with higher functional potentials. Furthermore, our data support the clinical relevance of CVs associated with subclinical atherosclerosis.
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Abstract
The past decade has witnessed an exponential increase in our ability to search the genome for genetic factors predisposing to cardiovascular disease (CVD) and in particular coronary heart disease (CHD). Identifying these genes could lead to the development of innovative strategies to prevent the cardiovascular complications of diabetes by allowing us to 1) create predictive algorithms for the identification of patients at especially high risk of CVD so that these individuals can undergo preventive interventions early in the natural history of the disease; 2) discover as yet unknown disease pathways linking diabetes to atherosclerosis, which can be used as targets for the development of new CVD-preventing drugs specifically directed at subjects with diabetes; and 3) devise personalized programs increasing the cost-effectiveness of preventive interventions by tailoring them to the genetic background of each patient. Substantial progress has been made in each of these three areas as exemplified by the recent development of a CHD genetic risk score improving CHD prediction among subjects with type 2 diabetes, the discovery of a diabetes-specific CHD locus on 1q25 pointing to glutamine synthase (GLUL) and the γ-glutamyl cycle as key regulators of CHD risk in diabetes, and the identification of two genetic loci allowing the selection of patients with type 2 diabetes who may especially benefit from intensive glycemic control. Translating these discoveries into clinical practice will not be without challenges, but the potential rewards, from the perspective of public health as well as that of persons with diabetes, make this goal worth pursuing.
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Affiliation(s)
- Alessandro Doria
- Research Division, Joslin Diabetes Center, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
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10
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Engelbrechtsen L, Appel VE, Schnurr TM, Lundby-Christensen L, Skaaby T, Linneberg A, Drivsholm T, Witte DR, Jorgensen ME, Grarup N, Pedersen O, Hansen T, Vestergaard H. Genetic determinants of blood pressure traits are associated with carotid arterial thickening and plaque formation in patients with type 2 diabetes. Diab Vasc Dis Res 2019; 16:13-21. [PMID: 30789093 DOI: 10.1177/1479164118810365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES The aim of this study is to explore the contribution of genetically driven cardiometabolic risk factors for development of carotid arterial thickening in patients with type 2 diabetes. METHODS In total, 12 genetic risk scores for blood pressure, blood lipids and glycaemic traits were constructed. The genetic risk scores were tested for association with carotid intima-media thickness and plaques in patients with type 2 diabetes ( n = 401) and in non-diabetic individuals ( n = 648) and for association with glucose levels in two population-based cohorts ( n = 1328 and n = 6161). RESULTS In patients with type 2 diabetes, the genetic risk scores for pulse pressure were positively associated with plaque formation ( β = 0.036 ± 0.01 standard deviation/allele, p = 0.003). The genetic risk score for diastolic blood pressure was negatively associated with carotid intima-media thickness ( β = -0.037 ± 0.01 standard deviation/allele, p = 0.005), although not significant after correction for multiple testing ( p < 0.0042). In a meta-analysis of individuals with and without type 2 diabetes, the high-density lipoprotein genetic risk scores showed a trend towards an inverse association with carotid intima-media thickness and plaques, while the low-density lipoprotein genetic risk scores showed a trend towards a positive association with plaque formation but did reach the statistical threshold. CONCLUSION Genetic loci for pulse pressure are associated with plaque formation among patients with type 2 diabetes, suggesting an underlying genetic contribution to arterial stiffening and atherosclerosis.
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Affiliation(s)
- Line Engelbrechtsen
- 1 Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
- 2 Danish Diabetes Academy, Odense, Denmark
| | - Vincent E Appel
- 1 Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Theresia M Schnurr
- 1 Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | | | - Thea Skaaby
- 4 Research Centre for Prevention and Health, The Capital Region of Denmark, Glostrup, Denmark
| | - Allan Linneberg
- 4 Research Centre for Prevention and Health, The Capital Region of Denmark, Glostrup, Denmark
- 5 Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Thomas Drivsholm
- 4 Research Centre for Prevention and Health, The Capital Region of Denmark, Glostrup, Denmark
- 6 The Research Unit for General Practice and Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Daniel R Witte
- 2 Danish Diabetes Academy, Odense, Denmark
- 7 Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Marit E Jorgensen
- 8 Steno Diabetes Center Copenhagen, Gentofte, Denmark
- 9 National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Niels Grarup
- 1 Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Oluf Pedersen
- 1 Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Torben Hansen
- 1 Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Vestergaard
- 1 Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
- 7 Department of Public Health, Aarhus University, Aarhus, Denmark
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11
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McEvoy E, Shishvan SS, Deshpande VS, McGarry JP. Thermodynamic Modeling of the Statistics of Cell Spreading on Ligand-Coated Elastic Substrates. Biophys J 2018; 115:2451-2460. [PMID: 30527450 DOI: 10.1016/j.bpj.2018.11.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Revised: 10/18/2018] [Accepted: 11/06/2018] [Indexed: 01/15/2023] Open
Abstract
Biological spread cells exist in a perpetually fluctuating state and therefore cannot be described in terms of a unique deterministic system. For modeling approaches to provide novel insight and uncover new mechanisms that drive cell behavior, a framework is required that progresses from traditional deterministic methods (whereby simulation of an experiment predicts a single outcome). In this study, we implement a new, to our knowledge, modeling approach for the analysis of cell spreading on ligand-coated substrates, extending the framework for nonequilibrium thermodynamics of cells developed by Shishvan et al. to include active focal adhesion assembly. We demonstrate that the model correctly predicts the coupled influence of surface collagen density and substrate stiffness on cell spreading, as reported experimentally by Engler et al. Low surface collagen densities are shown to result in a high probability that cells will be restricted to low spread areas. Furthermore, elastic free energy induced by substrate deformation lowers the probability of observing a highly spread cell, and, consequentially, lower cell tractions affect the assembly of focal adhesions. Experimentally measurable observables such as cell spread area and aspect ratio can be directly postprocessed from the computed homeostatic ensemble of (several million) spread states. This allows for the prediction of mean and SDs of such experimental observables. This class of cell mechanics modeling presents a significant advance on conventional deterministic approaches.
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Affiliation(s)
- Eoin McEvoy
- College of Engineering and Informatics, National University of Ireland Galway, Galway, Republic of Ireland
| | - Siamak S Shishvan
- Department of Structural Engineering, University of Tabriz, Tabriz, East Azarbayjan, Iran; Department of Engineering, University of Cambridge, Cambridge, United Kingdom
| | - Vikram S Deshpande
- Department of Engineering, University of Cambridge, Cambridge, United Kingdom
| | - J Patrick McGarry
- College of Engineering and Informatics, National University of Ireland Galway, Galway, Republic of Ireland.
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12
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Xie F, Chan JCN, Ma RCW. Precision medicine in diabetes prevention, classification and management. J Diabetes Investig 2018; 9:998-1015. [PMID: 29499103 PMCID: PMC6123056 DOI: 10.1111/jdi.12830] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Accepted: 02/12/2018] [Indexed: 12/18/2022] Open
Abstract
Diabetes has become a major burden of healthcare expenditure. Diabetes management following a uniform treatment algorithm is often associated with progressive treatment failure and development of diabetic complications. Recent advances in our understanding of the genomic architecture of diabetes and its complications have provided the framework for development of precision medicine to personalize diabetes prevention and management. In the present review, we summarized recent advances in the understanding of the genetic basis of diabetes and its complications. From a clinician's perspective, we attempted to provide a balanced perspective on the utility of genomic medicine in the field of diabetes. Using genetic information to guide management of monogenic forms of diabetes represents the best-known examples of genomic medicine for diabetes. Although major strides have been made in genetic research for diabetes, its complications and pharmacogenetics, ongoing efforts are required to translate these findings into practice by incorporating genetic information into a risk prediction model for prioritization of treatment strategies, as well as using multi-omic analyses to discover novel drug targets with companion diagnostics. Further research is also required to ensure the appropriate use of this information to empower individuals and healthcare professionals to make personalized decisions for achieving the optimal outcome.
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Affiliation(s)
- Fangying Xie
- Department of Medicine and TherapeuticsPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
| | - Juliana CN Chan
- Department of Medicine and TherapeuticsPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
- Hong Kong Institute of Diabetes and ObesityPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
- Li Ka Shing Institute of Health SciencesPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
- CUHK‐SJTU Joint Research Centre in Diabetes Genomics and Precision MedicinePrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
| | - Ronald CW Ma
- Department of Medicine and TherapeuticsPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
- Hong Kong Institute of Diabetes and ObesityPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
- Li Ka Shing Institute of Health SciencesPrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
- CUHK‐SJTU Joint Research Centre in Diabetes Genomics and Precision MedicinePrince of Wales HospitalThe Chinese University of Hong KongShatinHong Kong
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13
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Abstract
Carotid atherosclerosis (CAS) is associated with increased cardiovascular risk, and therefore, assessing the genetic versus environmental background of CAS traits is of key importance. Carotid intima-media-thickness and plaque characteristics seem to be moderately heritable, with remarkable differences in both heritability and presence or severity of these traits among ethnicities. Although the considerable role of additive genetic effects is obvious, based on the results so far, there is an important emphasis on non-shared environmental factors as well. We aimed to collect and summarize the papers that investigate twin and family studies assessing the phenotypic variance attributable to genetic associations with CAS. Genes in relation to CAS markers were overviewed with a focus on genetic association studies and genome-wide association studies. Although the role of certain genes is confirmed by studies conducted on large populations and meta-analyses, many of them show conflicting results. A great focus should be on future studies elucidating the exact pathomechanism of these genes in CAS in order to imply them as novel therapeutic targets.
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14
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Molinari F, Liboni W, Giustetto P, Pavanelli E, Marsico A, Suri JS. Carotid Plaque Characterization with Contrast-Enhanced Ultrasound Imaging and its Histological Validation. ACTA ACUST UNITED AC 2018. [DOI: 10.1177/154431671003400402] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Introduction Better methods are needed to determine the course of intervention in patients with atherosclerosis; therefore, plaque characterization is increasing in importance. Current guidelines suggest that the degree of stenosis and symptoms are the only criteria for the selection of the surgical intervention. However, there remain some challenges. The characterization of plaque morphology may help determine the best course of therapy. Magnetic resonance imaging and computed tomography are current standard techniques to evaluate plaque morphology, but they are expensive and unsuitable for long term surveillance and monitoring. Objective In this research, an ultrasound-based methodology for the characterization of carotid plaques is shown. This technique requires the injection of a small volume (approximately 1.5 mL) of contrast agent and the acquisition of postcontrast images. The rationale of this technique is that poorly perfused tissues (such as lipids) show a lower contrast enhancement with respect to highly perfused tissues (such as fibrous and muscular tissue). Methods The technique consists of two steps. First, the plaque region is automatically segmented by a completely user-independent algorithm. Then, the portion of the wall corresponding to the plaque is analyzed and color-coded intensity is assigned to a specific tissue. Performance evaluation was performed against histology. Twenty plaque specimens were sent to pathology for reporting. Correlation of the histology report and of the contrast-enhanced ultrasound analysis was performed. Results Plaque components that could be effectively identified were thrombi, lipids, fibrous/muscular tissue, and calcium. Overall the errors on 20 plaques between automated classification and histology were: 3.1 ± 1.1% for thrombus, 4.2 ± 1.5% for lipids, 5 ± 3.4% for fibrous/muscular tissue, and 3.2 ± 1.0% for calcium. Conclusion Despite the need for further investigation and a quantitative evaluation of the results, this methodology showed encouraging results. This analysis architecture is undergoing validation in a neurology division and is aimed at being used for the follow-up of patients and quantification of drug therapy effects.
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Affiliation(s)
- Filippo Molinari
- Biolab, Department of Electronics, Politecnico di Torino, Torino, Italy
| | | | | | | | | | - Jasjit S. Suri
- Biomedical Technologies Inc., Denver, CO
- Department of Biomedical Engineering, Idaho State University (Aff), Pocatello, ID
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15
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Zhang Q, Chen L, Zhao Z, Wu Y, Zhong J, Wen G, Cao R, Zu X, Liu J. HMGA1 Mediated High-Glucose-Induced Vascular Smooth Muscle Cell Proliferation in Diabetes Mellitus: Association Between PI3K/Akt Signaling and HMGA1 Expression. DNA Cell Biol 2018; 37:389-397. [PMID: 29634420 DOI: 10.1089/dna.2017.3957] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
High-mobility group protein A1 (HMGA1), an architectural transcription factor, was found to regulate multiple gene expression in mammals. Recent studies firmly indicate an association between HMGA1 and type 2 diabetes. However, the presence and function of HMGA1 in diabetic vasculopathy has not been substantiated. in this study, we first determined the HMGA1 changes in aorta tissue of diabetic rats. In streptozotocin-induced diabetic rats, a higher level of blood glucose and plasma lipids, an increase of intima-media thickness, and a significant upregulation and accumulation of HMGA1, mainly in the nucleus and around the nuclear membrane of vascular smooth muscle cells (VSMCs), were detected. In vitro, high glucose increased HMGA1 expression and promoted proliferation of VSMCs, which could be blunted by Wortmannin and LY294002, inhibitors of PI3K/Akt pathway, and specificity protein 1 (SP1) siRNA. Moreover, knockdown of HMGA1 could weaken the upregulation of cyclin D1 accompanied by high-glucose-induced HMGA1 in VSMCs. Taken together, these findings demonstrate the vital role of PI3K/Akt-SP1-HMGA1 pathway in high-glucose-induced VSMCs proliferation.
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Affiliation(s)
- Qinghai Zhang
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Ling Chen
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Zhibo Zhao
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Ying Wu
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Jing Zhong
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Gebo Wen
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Renxian Cao
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Xuyu Zu
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
| | - Jianghua Liu
- Department of Metabolism and Endocrinology, The First Affiliated Hospital, University of South China , Hengyang, Hunan, P.R. China
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16
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Sandholm N, Groop PH. Genetic basis of diabetic kidney disease and other diabetic complications. Curr Opin Genet Dev 2018; 50:17-24. [PMID: 29453109 DOI: 10.1016/j.gde.2018.01.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2017] [Revised: 01/19/2018] [Accepted: 01/24/2018] [Indexed: 12/21/2022]
Abstract
Diabetic kidney disease and other long-term complications are common in diabetes, and comprise the main cause of co-morbidity and premature mortality in individuals with diabetes. While familial clustering and heritability have been reported for all diabetic complications, the genetic background and the molecular mechanisms remain poorly understood. In recent years, genome-wide association studies have identified a few susceptibility loci for the renal complications as well as for diabetic retinopathy, diabetic cardiovascular disease and mortality. As for many complex diseases, the genetic factors increase the risk of complications in concert with the environment, and certain associations seem specific for particular conditions, for example, SP3-CDCA7 associated with end-stage renal disease only in women, or MGMT and variants on chromosome 5q13 associated with cardiovascular mortality only under tight glycaemic control. The characterization of the phenotypes is one of the main challenges for genetic research on diabetic complications, in addition to an urgent need to increase the number of individuals with diabetes with high quality phenotypic data to be included in future genetic studies.
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Affiliation(s)
- Niina Sandholm
- Folkhälsan Institute of Genetics, Folkhälsan Research Center, 00290 Helsinki, Finland; Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, 00290 Helsinki, Finland; Research Programs Unit, Diabetes and Obesity, University of Helsinki, 00290 Helsinki, Finland.
| | - Per-Henrik Groop
- Folkhälsan Institute of Genetics, Folkhälsan Research Center, 00290 Helsinki, Finland; Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, 00290 Helsinki, Finland; Research Programs Unit, Diabetes and Obesity, University of Helsinki, 00290 Helsinki, Finland; Department of Diabetes, Central Clinical School, Monash University, Melbourne, Victoria, Australia
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17
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Abstract
PURPOSE OF REVIEW Diabetic complications affecting the kidneys, retina, nerves, and the cardiovasculature are the major causes of morbidity and mortality in diabetes. This paper aims to review the current understanding of the genetic basis of these complications, based on recent findings especially from genome-wide association studies. RECENT FINDINGS Variants in or near AFF3, RGMA-MCTP2, SP3-CDCA7, GLRA3, CNKSR3, and UMOD have reached genome-wide significance (p value <5 × 10-8) for association with diabetic kidney disease, and recently, GRB2 was reported to be associated at genome-wide significance with diabetic retinopathy. While some loci affecting cardiovascular disease in the general population have been replicated in diabetes, GLUL affects the risk of cardiovascular disease specifically in diabetic subjects. Genetic findings are emerging for diabetic complications, although the studies remain relatively small compared to those for type 1 and type 2 diabetes. In addition to pinpointing specific loci, the studies also reveal biological information on correlated traits and pathways.
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Affiliation(s)
- Emma Dahlström
- Folkhälsan Institute of Genetics, Folkhälsan Research Center, Haartmaninkatu 8, 00290, Helsinki, Finland
- Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Research Program Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland
| | - Niina Sandholm
- Folkhälsan Institute of Genetics, Folkhälsan Research Center, Haartmaninkatu 8, 00290, Helsinki, Finland.
- Abdominal Center Nephrology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
- Research Program Unit, Diabetes and Obesity, University of Helsinki, Helsinki, Finland.
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18
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Dueker ND, Beecham A, Wang L, Blanton SH, Guo S, Rundek T, Sacco RL. Rare Variants in NOD1 Associated with Carotid Bifurcation Intima-Media Thickness in Dominican Republic Families. PLoS One 2016; 11:e0167202. [PMID: 27936005 PMCID: PMC5147882 DOI: 10.1371/journal.pone.0167202] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Accepted: 11/10/2016] [Indexed: 12/19/2022] Open
Abstract
Cardiovascular disorders including ischemic stroke (IS) and myocardial infarction (MI) are heritable; however, few replicated loci have been identified. One strategy to identify loci influencing these complex disorders is to study subclinical phenotypes, such as carotid bifurcation intima-media thickness (bIMT). We have previously shown bIMT to be heritable and found evidence for linkage and association with common variants on chromosome 7p for bIMT. In this study, we aimed to characterize contributions of rare variants (RVs) in 7p to bIMT. To achieve this aim, we sequenced the 1 LOD unit down region on 7p in nine extended families from the Dominican Republic (DR) with strong evidence for linkage to bIMT. We then performed the family-based sequence kernel association test (famSKAT) on genes within the 7p region. Analyses were restricted to single nucleotide variants (SNVs) with population based minor allele frequency (MAF) <5%. We first analyzed all exonic RVs and then the subset of only non-synonymous RVs. There were 68 genes in our analyses. Nucleotide-binding oligomerization domain (NOD1) was the most significantly associated gene when analyzing exonic RVs (famSKAT p = 9.2x10-4; number of SNVs = 14). We achieved suggestive replication of NOD1 in an independent sample of twelve extended families from the DR (p = 0.055). Our study provides suggestive statistical evidence for a role of rare variants in NOD1 in bIMT. Studies in mice have shown Nod1 to play a role in heart function and atherosclerosis, providing biologic plausibility for a role in bIMT thus making NOD1 an excellent bIMT candidate.
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Affiliation(s)
- Nicole D. Dueker
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, Florida, United States of America
| | - Ashley Beecham
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, Florida, United States of America
| | - Liyong Wang
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, Florida, United States of America
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miami, Florida, United States of America
| | - Susan H. Blanton
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, Florida, United States of America
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miami, Florida, United States of America
| | - Shengru Guo
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, Florida, United States of America
| | - Tatjana Rundek
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, Florida, United States of America
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, Florida, United States of America
| | - Ralph L. Sacco
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miami, Florida, United States of America
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, Florida, United States of America
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, Florida, United States of America
- * E-mail:
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Hepatic steatosis is associated with cardiometabolic risk in a rural Indian population: A prospective cohort study. Int J Cardiol 2016; 225:161-166. [PMID: 27723535 DOI: 10.1016/j.ijcard.2016.09.120] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2016] [Revised: 09/24/2016] [Accepted: 09/29/2016] [Indexed: 01/14/2023]
Abstract
BACKGROUND/OBJECTIVES While adiposity and hepatic steatosis are linked to cardiovascular risk in developed countries, their prevalence and impact in low-income countries are poorly understood. We investigated the association of anthropomorphic variables and hepatic steatosis with cardiometabolic risk profiles and subclinical cardiovascular disease (CVD) in a large rural Indian cohort. METHODS In 4691 individuals in the Birbhum Population Project in West Bengal, India, we performed liver ultrasonography, carotid ultrasound and biochemical and clinical profiling. We assessed the association of hepatic steatosis and anthropomorphic indices (BMI, waist circumference) with CVD risk factors (dysglycemia, dyslipidemia, hypertension) and subclinical CVD (by carotid intimal-medial thickness). RESULTS Rural Indians exhibited a higher visceral adiposity index and pro-atherogenic dyslipidemia at a lower BMI than Americans. Individuals with any degree of hepatic steatosis by ultrasound had a greater probability of dysglycemia (adjusted odds ratio, OR=1.67, 95% CI 1.31-2.12, P<0.0001) and pro-atherogenic dyslipidemia (OR=1.33, 95% CI 1.07-1.63, P=0.009). We observed a positive association between liver fat, adiposity and carotid intimal-medial thickness (CIMT) in an unadjusted model (β=0.02, P=0.0001); the former was extinguished after adjustment for cardiometabolic risk factors. CONCLUSIONS In a large population of rural Indians, hepatic steatosis and waist circumference were associated with prevalent cardiometabolic risk and subclinical CVD at lower BMI relative to multi-ethnic Americans, though the association of the former with subclinical CVD was extinguished after adjustment. These results underscore the emerging relevance of hepatic steatosis and adiposity in the developing world, and suggest efforts to target these accessible phenotypes for cardiometabolic risk prevention.
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Plank-Bazinet JL, Kornstein SG, Clayton JA, McCaskill-Stevens W, Wood L, Cook N, Tajuddin SM, Brown GM, Harris T, Evans MK, Begg L, Brooks CE, Miller LR, Mistretta AC, Cornelison TL. A Report of the Women's Health Congress Workshop on The Health of Women of Color: A Critical Intersection at the Corner of Sex/Gender and Race/Ethnicity. J Womens Health (Larchmt) 2016; 25:4-10. [PMID: 26771559 PMCID: PMC4741201 DOI: 10.1089/jwh.2015.5666] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Women of color face unique health challenges that differ significantly from those of other women and men of color. To bring these issues to light, the National Institutes of Health (NIH) Office of Research on Women's Health sponsored a preconference workshop at the 23rd Annual Women's Health Congress, which was held in Washington, DC, in April 2015. The workshop featured presentations by NIH intramural and extramural scientists who provided insight on the disparities of a wide range of conditions, including cancer, cardiovascular disease, the risk of HIV infection, and disability in an aging population. In this study, we highlight the major points of each presentation and the ensuing discussion.
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Affiliation(s)
| | - Susan G Kornstein
- 2 Department of Psychiatry, Institute for Women's Health, Virginia Commonwealth University , Richmond, Virginia
| | - Janine Austin Clayton
- 1 Office of Research on Women's Health, National Institutes of Health , Bethesda, Maryland
| | - Worta McCaskill-Stevens
- 3 Community Oncology and Prevention Trials Research Group, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
| | - Lauren Wood
- 4 Center for Cancer Research, National Cancer Institute, National Institutes of Health , Bethesda, Maryland
| | - Nakela Cook
- 5 Office of the Director, Division of Cardiovascular Disease, National Heart, Lung, and Blood Institute, National Institutes of Health , Bethesda, Maryland
| | - Salman M Tajuddin
- 6 Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health , Baltimore, Maryland
| | - Gina M Brown
- 7 Office of AIDS Research, National Institutes of Health , Bethesda, Maryland
| | - Tamara Harris
- 8 Laboratory of Epidemiology, Demography, and Biometry, National Institute on Aging, National Institutes of Health , Baltimore, Maryland
| | - Michele K Evans
- 6 Laboratory of Epidemiology and Population Sciences, National Institute on Aging, National Institutes of Health , Baltimore, Maryland
| | - Lisa Begg
- 1 Office of Research on Women's Health, National Institutes of Health , Bethesda, Maryland
| | - Claudette E Brooks
- 1 Office of Research on Women's Health, National Institutes of Health , Bethesda, Maryland
| | - Leah R Miller
- 1 Office of Research on Women's Health, National Institutes of Health , Bethesda, Maryland
| | - Amy Caroline Mistretta
- 1 Office of Research on Women's Health, National Institutes of Health , Bethesda, Maryland
| | - Terri L Cornelison
- 1 Office of Research on Women's Health, National Institutes of Health , Bethesda, Maryland
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21
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Adams JN, Martelle SE, Raffield LM, Freedman BI, Langefeld CD, Hsu FC, Maldjian JA, Williamson JD, Hugenschmidt CE, Carr JJ, Cox AJ, Bowden DW. Analysis of advanced glycation end products in the DHS Mind Study. J Diabetes Complications 2016; 30:262-8. [PMID: 26739237 PMCID: PMC4761276 DOI: 10.1016/j.jdiacomp.2015.11.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Revised: 11/16/2015] [Accepted: 11/29/2015] [Indexed: 12/11/2022]
Abstract
AIMS Human studies of links between advanced glycation end-products (AGEs) and disease phenotypes are less common than studies of animal and cell models. Here, we examined the association of total AGEs with diabetes risk factors in a predominately type 2 diabetes (T2D) affected cohort. METHODS AGEs were measured using an enzyme linked immunosorbant assay in 816 individuals from the DHS Mind Study (n=709 T2D affected), and association analyses were completed. RESULTS Total AGEs were associated with estimated glomerular filtration rate (p=0.0054; β=-0.1291) and coronary artery calcification (p=0.0352; β=1.1489) in the entire cohort. No significant associations were observed when individuals with T2D were analyzed separately. In individuals without T2D, increased circulating AGEs were associated with increased BMI (p=0.02, β=0.138), low density lipoproteins (p=0.046, β=17.07) and triglycerides (p=0.0004, β=0.125), and decreased carotid artery calcification (p=0.0004, β=-1.2632) and estimated glomerular filtration rate (p=0.0018, β=-0.1405). Strong trends were also observed for an association between AGEs and poorer cognitive performance on the digit symbol substitution test (p=0.046, β=-6.64) and decreased grey matter volume (p=0.037, β=-14.87). CONCLUSIONS AGEs may play an important role in a number of phenotypes and diseases, although not necessarily in interindividual variation in people with T2D. Further evaluation of specific AGE molecules may shed more light on these relationships.
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Affiliation(s)
- Jeremy N Adams
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston - Salem, NC, USA
| | - Susan E Martelle
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston - Salem, NC, USA
| | - Laura M Raffield
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston - Salem, NC, USA
| | - Barry I Freedman
- Department of Internal Medicine, Nephrology, Wake Forest School of Medicine, Winston - Salem, NC, USA
| | - Carl D Langefeld
- Department of Biostatistical Sciences, Wake Forest University Health Sciences, Winston Salem, North Carolina
| | - Fang-Chi Hsu
- Department of Biostatistical Sciences, Wake Forest University Health Sciences, Winston Salem, North Carolina
| | - Joseph A Maldjian
- Radiologic Sciences and Advanced NeuroScience Imaging (ANSIR) Laboratory, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Jeff D Williamson
- Department of Internal Medicine, Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston - Salem, NC, USA
| | - Christina E Hugenschmidt
- Department of Internal Medicine, Gerontology and Geriatric Medicine, Wake Forest School of Medicine, Winston - Salem, NC, USA
| | - J Jeffery Carr
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston - Salem, NC, USA
| | - Amanda J Cox
- Molecular Basis of Disease, Griffith University, Southport, QLD, Australia
| | - Donald W Bowden
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston - Salem, NC, USA.
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22
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Wang L, Beecham A, Dueker N, Blanton SH, Rundek T, Sacco RL. Sequencing of candidate genes in Dominican families implicates both rare exonic and common non-exonic variants for carotid intima-media thickness at bifurcation. Hum Genet 2015; 134:1127-38. [PMID: 26319989 DOI: 10.1007/s00439-015-1592-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Accepted: 08/10/2015] [Indexed: 10/23/2022]
Abstract
Through linkage and tagSNP-based association studies in 100 Dominican Republic (DR) families, we previously identified ANLN and AOAH (7p14.3) as candidate genes for carotid intima-media thickness at bifurcation (bIMT). Introns, exons, and flanking regions of ANLN and AOAH were re-sequenced in 151 individuals from nine families with evidence for linkage at 7p14.3. For common variants [CV, minor allele frequency (MAF) ≥5 %], single variant-based analysis was performed. For rare variants (RV, MAF < 5 %), gene-based analysis aggregating all RVs within a gene was performed. CV analysis revealed the strongest signal at rs3815483 (P = 0.0003) in ANLN and rs60023210 (P = 0.00005) in AOAH. In ANLN, RV analysis found suggestive evidence for association with exonic RVs (P = 0.08), and in particular non-synonymous RVs (P = 0.04) but not with all RVs (P = 0.15). The variant alleles of all non-synonymous RVs segregated with the major allele of rs3815483 and were associated with lower bIMT while a novel synonymous RV segregated with the minor allele of rs3815483 and was associated with greater bIMT. Additional analysis in 561 DR individuals found suggestive evidence for association with all ANLN non-synonymous RVs (P = 0.08). In AOAH, no evidence for association with RVs was detected. Instead, conditional analysis revealed that multiple independent intronic CVs are associated with bIMT in addition to rs60023210. We demonstrate the utility of using family-based studies to evaluate the contribution of RVs. Our data suggest two modes of genetic architecture underlying the linkage and association at ANLN (multiple exonic RVs) and AOAH (multiple intronic CVs with uncharacterized functions).
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Affiliation(s)
- Liyong Wang
- John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, 1120 NW 14th Street, Miami, FL, 33136, USA. .,John T. Macdonald Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA.
| | - Ashley Beecham
- John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, 1120 NW 14th Street, Miami, FL, 33136, USA
| | - Nicole Dueker
- John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, 1120 NW 14th Street, Miami, FL, 33136, USA
| | - Susan H Blanton
- John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, 1120 NW 14th Street, Miami, FL, 33136, USA.,John T. Macdonald Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Tatjana Rundek
- John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, 1120 NW 14th Street, Miami, FL, 33136, USA.,Department of Neurology, Epidemiology and Public Health, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Ralph L Sacco
- John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, 1120 NW 14th Street, Miami, FL, 33136, USA. .,John T. Macdonald Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA. .,Department of Neurology, Epidemiology and Public Health, Miller School of Medicine, University of Miami, Miami, FL, USA.
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23
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Ma RCW. Genetics of cardiovascular and renal complications in diabetes. J Diabetes Investig 2015; 7:139-54. [PMID: 27042264 PMCID: PMC4773661 DOI: 10.1111/jdi.12391] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 06/29/2015] [Accepted: 06/29/2015] [Indexed: 01/29/2023] Open
Abstract
The development of debilitating complications represents a major heathcare burden associated with the treatment of diabetes. Despite advances in new therapies for controlling hyperglycemia, the burden associated with diabetic complications remains high, especially in relation to cardiovascular and renal complications. Furthermore, an increasing proportion of patients develop type 2 diabetes at a younger age, putting them at higher risk of developing complications as a result of the increased exposure to hyperglycemia. Diabetes has become the main contributing cause to end‐stage renal disease in most countries. Although there has been important breakthroughs in our understanding of the genetics of type 1 and type 2 diabetes, bringing important insights towards the pathogenesis of diabetes, there has been comparatively less progress in our understanding of the genetic basis of diabetic complications. Genome‐wide association studies are beginning to expand our understanding of the genetic architecture relating to diabetic complications. Improved understanding of the genetic basis of diabetic cardiorenal complications might provide an opportunity for improved risk prediction, as well as the development of new therapies.
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Affiliation(s)
- Ronald C W Ma
- Department of Medicine and Therapeutics The Chinese University of Hong Kong Hong Kong; Hong Kong Institute of Diabetes and Obesity The Chinese University of Hong Kong Hong Kong; Li Ka Shing Institute of Health Sciences The Chinese University of Hong Kong Hong Kong
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24
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Prudente S, Bailetti D, Mendonca C, Mannino GC, Fontana A, Andreozzi F, Hastings T, Mercuri L, Alberico F, Basile G, Copetti M, Sesti G, Doria A, Trischitta V. Infrequent TRIB3 coding variants and coronary artery disease in type 2 diabetes. Atherosclerosis 2015; 242:334-9. [PMID: 26253791 DOI: 10.1016/j.atherosclerosis.2015.07.030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2015] [Revised: 06/26/2015] [Accepted: 07/15/2015] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Genes that modulate insulin sensitivity may also be involved in shaping the risk of coronary artery disease (CAD). The relatively common TRIB3 Q84R polymorphism (rs2295490) has been associated with abnormal insulin signaling, endothelial dysfunction, insulin resistance, and pro-atherogenic phenotypes. The aim of our study was to investigate the association between low-frequency TRIB3 coding variants and CAD in patients with type 2 diabetes (T2D). METHODS Three case-control studies for CAD from Italy and US were analyzed, for a total of 1565 individuals, all with type 2 diabetes. Infrequent variants were identified by re-sequencing TRIB3 exons in 140 "extreme cases" and 140 "super-controls" and then genotyped in all study subjects. RESULTS TRIB3 infrequent variants (n = 8), considered according to a collapsing rare variants framework, were significantly associated with CAD in diabetic patients from Italy (n = 700, OR = 0.43, 95% CI 0.20-0.91; p = 0.027), but not from the US (n = 865, OR = 1.22, 95% CI 0.69-2.18; p = 0.49). In the Italian sets, the association was especially strong among individuals who also carried the common R84 variant. CONCLUSION Although preliminary, our finding suggests a role of TRIB3 low-frequency variants on CAD among Italian patients with T2D. Further studies are needed to address the role of TRIB3 infrequent variants in other populations of both European and non-European ancestries.
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Affiliation(s)
- Sabrina Prudente
- IRCSS Casa Sollievo della Sofferenza-Mendel Laboratory, San Giovanni Rotondo, Italy.
| | - Diego Bailetti
- IRCSS Casa Sollievo della Sofferenza-Mendel Laboratory, San Giovanni Rotondo, Italy; Department of Experimental Medicine, Sapienza University, Rome, Italy
| | | | - Gaia Chiara Mannino
- Research Division, Joslin Diabetes Center, Boston, MA, USA; Department of Medical and Surgical Sciences, University Magna Græcia, Catanzaro, Italy
| | - Andrea Fontana
- IRCCS Casa Sollievo della Sofferenza, Unit of Biostatistics, San Giovanni Rotondo, Italy
| | - Francesco Andreozzi
- Department of Medical and Surgical Sciences, University Magna Græcia, Catanzaro, Italy
| | | | - Luana Mercuri
- IRCSS Casa Sollievo della Sofferenza-Mendel Laboratory, San Giovanni Rotondo, Italy
| | - Federica Alberico
- IRCSS Casa Sollievo della Sofferenza-Mendel Laboratory, San Giovanni Rotondo, Italy
| | - Giorgio Basile
- IRCSS Casa Sollievo della Sofferenza-Mendel Laboratory, San Giovanni Rotondo, Italy; Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Massimiliano Copetti
- IRCCS Casa Sollievo della Sofferenza, Unit of Biostatistics, San Giovanni Rotondo, Italy
| | - Giorgio Sesti
- Department of Medical and Surgical Sciences, University Magna Græcia, Catanzaro, Italy
| | - Alessandro Doria
- Research Division, Joslin Diabetes Center, Boston, MA, USA; Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Vincenzo Trischitta
- IRCSS Casa Sollievo della Sofferenza-Mendel Laboratory, San Giovanni Rotondo, Italy; Department of Experimental Medicine, Sapienza University, Rome, Italy; IRCSS Casa Sollievo della Sofferenza, Research Unit of Diabetes and Endocrine Diseases, San Giovanni Rotondo, Italy.
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25
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Prudente S, Shah H, Bailetti D, Pezzolesi M, Buranasupkajorn P, Mercuri L, Mendonca C, De Cosmo S, Niewczas M, Trischitta V, Doria A. Genetic Variant at the GLUL Locus Predicts All-Cause Mortality in Patients With Type 2 Diabetes. Diabetes 2015; 64:2658-63. [PMID: 25677913 PMCID: PMC4477355 DOI: 10.2337/db14-1653] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Accepted: 02/05/2015] [Indexed: 01/18/2023]
Abstract
Single nucleotide polymorphism (SNP) rs10911021 at the glutamate-ammonia ligase (GLUL) locus has been associated with an increased risk of coronary heart disease in individuals with type 2 diabetes. The effect of this SNP on mortality was investigated among 1,242 white subjects with type 2 diabetes from the Joslin Kidney Study (JKS) (n = 416) and the Gargano Mortality Study (GMS) (n = 826). During a mean follow-up of 12.8 ± 5.8 and 7.5 ± 2.2 years, respectively, a total of 215 and 164 deaths were observed in the two studies. In both cohorts, the all-cause mortality rate significantly increased with the number of rs10911021 risk alleles, with allelic hazard ratios (HRs) of 1.32 (95% CI 1.07-1.64, P = 0.01), 1.30 (1.10-1.69, P = 0.04), and 1.32 (1.12-1.55, P = 0.0011), respectively, in the JKS, the GMS, and the two studies combined. These associations were not affected by adjustment for possible confounders. In the JKS, for which data on causes of death were available, the HR for cardiovascular mortality was 1.51 (1.12-2.04, P = 0.0077) as opposed to 1.15 (0.84-1.55, P = 0.39) for mortality from noncardiovascular causes. These findings point to SNP rs10911021 as an independent modulator of mortality in patients with type 2 diabetes and, together with the previous observation, suggest that this results from an effect of this variant on cardiovascular risk.
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Affiliation(s)
- Sabrina Prudente
- Istituto di Ricovero e Cura a Carattere Scientifico, Casa Sollievo della Sofferenza, Mendel Laboratory, San Giovanni Rotondo, Italy
| | - Hetal Shah
- Research Division, Joslin Diabetes Center, Boston, MA Department of Medicine, Harvard Medical School, Boston, MA
| | - Diego Bailetti
- Istituto di Ricovero e Cura a Carattere Scientifico, Casa Sollievo della Sofferenza, Mendel Laboratory, San Giovanni Rotondo, Italy Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Marcus Pezzolesi
- Research Division, Joslin Diabetes Center, Boston, MA Department of Medicine, Harvard Medical School, Boston, MA
| | - Patinut Buranasupkajorn
- Research Division, Joslin Diabetes Center, Boston, MA Department of Medicine, Harvard Medical School, Boston, MA
| | - Luana Mercuri
- Istituto di Ricovero e Cura a Carattere Scientifico, Casa Sollievo della Sofferenza, Mendel Laboratory, San Giovanni Rotondo, Italy
| | | | - Salvatore De Cosmo
- Istituto di Ricovero e Cura a Carattere Scientifico, Casa Sollievo della Sofferenza, Department of Medicine, San Giovanni Rotondo, Italy
| | - Monika Niewczas
- Research Division, Joslin Diabetes Center, Boston, MA Department of Medicine, Harvard Medical School, Boston, MA
| | - Vincenzo Trischitta
- Istituto di Ricovero e Cura a Carattere Scientifico, Casa Sollievo della Sofferenza, Mendel Laboratory, San Giovanni Rotondo, Italy Department of Experimental Medicine, Sapienza University, Rome, Italy Istituto di Ricovero e Cura a Carattere Scientifico, Casa Sollievo della Sofferenza, Research Unit of Diabetes and Endocrine Diseases, San Giovanni Rotondo, Italy
| | - Alessandro Doria
- Research Division, Joslin Diabetes Center, Boston, MA Department of Medicine, Harvard Medical School, Boston, MA
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26
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Dong C, Della-Morte D, Beecham A, Wang L, Cabral D, Blanton SH, Sacco RL, Rundek T. Genetic variants in LEKR1 and GALNT10 modulate sex-difference in carotid intima-media thickness: a genome-wide interaction study. Atherosclerosis 2015; 240:462-7. [PMID: 25898001 PMCID: PMC4441583 DOI: 10.1016/j.atherosclerosis.2015.04.019] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2015] [Revised: 03/27/2015] [Accepted: 04/13/2015] [Indexed: 12/22/2022]
Abstract
BACKGROUND There is an established sex-difference in carotid artery intima-media thickness (cIMT), a recognized marker of subclinical atherosclerosis. However, the genetic underpinnings of sex-differences in gene-IMT associations are largely unknown. METHODS With a multistage design using 731,037 single nucleotide polymorphisms (SNP), a genome wide interaction study was performed in a discovery sample of 931 unrelated Hispanics, followed by replication in 153 non-Hispanic whites and 257 non-Hispanic blacks. Assuming an additive genetic model, we tested for sex-SNP interactions on cIMT using regression analysis. RESULTS We did not identify any genome-wide significant SNPs but identified 14 loci with suggestive significance. Specifically, SNP-by-sex interaction was found for rs7616559 within LEKR1 gene (P = 3.5E-06 in Hispanic discovery sample, P = 0.018 in White, and P = 1.3E-06 in combined analysis) and for rs2081015 located within GALNT10 gene (P = 4.5E-06 in Hispanic discovery sample, P = 0.042 in Blacks, and P = 5.3E-07 in combined analysis). For rs7616559 within LEKR1, men had greater cIMT than women in G allele carriers (beta ± SE: 0.044 ± 0.007, P = 4.2E-09 in AG carriers; beta ± SE: 0.064 ± 0.007, P = 6.2E-05 in GG carriers). For rs2081015 within GALNT10, men had greater cIMT than women in C allele carriers (beta ± SE: 0.022 ± 0.007, P = 0.002 in CT carriers; beta ± SE: 0.051 ± 0.008, P = 3.1E-10 in CC carriers). CONCLUSIONS Our genome-wide interaction analysis reveals multiple loci that may modulate sex difference in cIMT. Of them, genetic variants on LEKR1 and GALNT10 genes have been associated with control of adiposity and weight. Given the consistent findings across different-ethnic groups, further studies are warranted to perform investigations of functional genetic variants in these regions.
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Affiliation(s)
- Chuanhui Dong
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - David Della-Morte
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; Department of Systems Medicine, School of Medicine, University of Rome Tor Vergata, Rome, Italy; IRCCS San Raffaele Pisana, Rome, Italy
| | - Ashley Beecham
- John T. McDonald Department of Human Genetics, John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Liyong Wang
- John T. McDonald Department of Human Genetics, John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Digna Cabral
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Susan H Blanton
- John T. McDonald Department of Human Genetics, John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Ralph L Sacco
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; John T. McDonald Department of Human Genetics, John P Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; Department of Epidemiology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA
| | - Tatjana Rundek
- Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA; Department of Epidemiology, Miller School of Medicine, University of Miami, Miami, FL 33136, USA.
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27
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Tang ZH, Wang L, Zeng F, Zhang K. Human genetics of diabetic retinopathy. J Endocrinol Invest 2014; 37:1165-74. [PMID: 25201002 DOI: 10.1007/s40618-014-0172-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2013] [Accepted: 08/25/2014] [Indexed: 01/03/2023]
Abstract
There is evidence demonstrating that genetic factors contribute to the risk of diabetic retinopathy (DR). Genetics variants, structural variants (copy number variation, CNV) and epigenetic changes play important roles in the development of DR. Genetic linkage and association studies have uncovered a number of genetic loci and common genetic variants susceptibility to DR. CNV and interactions of gene by environment have also been detected by association analysis. Apart from nucleus genome, mitochondrial DNA plays critical roles in regulation of development of DR. Epigenetic studies have indicated epigenetic changes in chromatin affecting gene transcription in response to environmental stimuli, which provided a large body of evidence of regulating development of diabetes mellitus. Identification of genetic variants and epigenetic changes contributed to risk or protection of DR will benefit uncovering the complex mechanism underlying DR. This review focused on the current knowledge of the genetic and epigenetic basis of DR.
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Affiliation(s)
- Z-H Tang
- Department of Endocrinology and Metabolism, Shanghai Tongji Hospital, Tongji University School of Medicine, Room 517 Building 2nd, NO. 389 Xincun Road, Shanghai, 200063, China,
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28
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Raffield LM, Cox AJ, Hugenschmidt CE, Freedman BI, Langefeld CD, Williamson JD, Hsu FC, Maldjian JA, Bowden DW. Heritability and genetic association analysis of neuroimaging measures in the Diabetes Heart Study. Neurobiol Aging 2014; 36:1602.e7-15. [PMID: 25523635 DOI: 10.1016/j.neurobiolaging.2014.11.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Accepted: 11/15/2014] [Indexed: 12/24/2022]
Abstract
Patients with type 2 diabetes are at increased risk of age-related cognitive decline and dementia. Neuroimaging measures such as white matter lesion volume, brain volume, and fractional anisotropy may reflect the pathogenesis of these cognitive declines, and genetic factors may contribute to variability in these measures. This study examined multiple neuroimaging measures in 465 participants from 238 families with extensive genotype data in the type 2 diabetes enriched Diabetes Heart Study-Mind cohort. Heritability of these phenotypes and their association with candidate single-nucleotide polymorphisms (SNPs), and SNP data from genome- and exome-wide arrays were explored. All neuroimaging measures analyzed were significantly heritable (ĥ(2) = 0.55-0.99 in unadjusted models). Seventeen candidate SNPs (from 16 genes/regions) associated with neuroimaging phenotypes in prior studies showed no significant evidence of association. A missense variant (rs150706952, A432V) in PLEKHG4B from the exome-wide array was significantly associated with white matter mean diffusivity (p = 3.66 × 10(-7)) and gray matter mean diffusivity (p = 2.14 × 10(-7)). This analysis suggests genetic factors contribute to variation in neuroimaging measures in a population enriched for metabolic disease and other associated comorbidities.
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Affiliation(s)
- Laura M Raffield
- Molecular Genetics and Genomics Program, Wake Forest School of Medicine, Winston-Salem, NC, USA; Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC, USA; Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Amanda J Cox
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC, USA; Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA; Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Christina E Hugenschmidt
- Department of Gerontology and Geriatrics, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Barry I Freedman
- Department of Internal Medicine-Nephrology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Carl D Langefeld
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Jeff D Williamson
- Department of Gerontology and Geriatrics, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Fang-Chi Hsu
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Joseph A Maldjian
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Donald W Bowden
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC, USA; Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC, USA; Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC, USA.
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29
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Raffield LM, Agarwal S, Cox AJ, Hsu FC, Carr JJ, Freedman BI, Xu J, Bowden DW, Vitolins MZ. Cross-sectional analysis of calcium intake for associations with vascular calcification and mortality in individuals with type 2 diabetes from the Diabetes Heart Study. Am J Clin Nutr 2014; 100:1029-35. [PMID: 25099552 PMCID: PMC4163793 DOI: 10.3945/ajcn.114.090365] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND The use of calcium supplements to prevent declines in bone mineral density and fractures is widespread in the United States, and thus reports of elevated cardiovascular disease (CVD) risk in users of calcium supplements are a major public health concern. Any elevation in CVD risk with calcium supplement use would be of particular concern in individuals with type 2 diabetes (T2D) because of increased risks of CVD and fractures observed in this population. OBJECTIVE In this study, we examined associations between calcium intake from diet and supplements and measures of subclinical CVD (calcified plaque in the coronary artery, carotid artery, and abdominal aorta) and mortality in individuals affected by T2D. DESIGN We performed a cross-sectional analysis in individuals affected by T2D from the family-based Diabetes Heart Study (n = 720). RESULTS We observed no significant associations of calcium from diet or supplements with any of our measures of calcified plaque, and no greater mortality risk was observed with increased calcium intake. Instead, calcium supplement use was modestly associated with reduced all-cause mortality in women (HR: 0.62; 95% CI: 0.42, 0.92; P = 0.017). CONCLUSION Our results do not support a substantial association between calcium intake from diet or supplements and CVD risk in individuals with T2D.
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Affiliation(s)
- Laura M Raffield
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - Subhashish Agarwal
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - Amanda J Cox
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - Fang-Chi Hsu
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - J Jeffrey Carr
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - Barry I Freedman
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - Jianzhao Xu
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - Donald W Bowden
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
| | - Mara Z Vitolins
- From the Molecular Genetics and Genomics Program (LMR), the Centers for Human Genomics (LMR, AJC, JX, and DWB) and Diabetes Research (LMR, AJC, JX, and DWB), and the Departments of Biochemistry (AJC and DWB), Biostatistical Sciences (F-CH), Internal Medicine-Nephrology (BIF), and Epidemiology & Prevention (MZV), Wake Forest School of Medicine, Winston-Salem, NC; the Department of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, IL (SA); and the Department of Radiology, Vanderbilt University Medical Center, Nashville, TN (JJC)
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Cox AJ, Hsu FC, Freedman BI, Herrington DM, Criqui MH, Carr JJ, Bowden DW. Contributors to mortality in high-risk diabetic patients in the Diabetes Heart Study. Diabetes Care 2014; 37:2798-803. [PMID: 24989706 PMCID: PMC4392938 DOI: 10.2337/dc14-0081] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Not all individuals with type 2 diabetes and high coronary artery calcified plaque (CAC) experience the same risk for adverse outcomes. This study examined a subset of high-risk individuals based on CAC >1,000 mg (using a total mass score) and evaluated whether differences in a range of modifiable cardiovascular disease (CVD) risk factors provided further insights into risk for mortality. RESEARCH DESIGN AND METHODS We assessed contributors to all-cause mortality among 371 European American individuals with type 2 diabetes and CAC >1,000 from the Diabetes Heart Study (DHS) after 8.2 ± 3.0 years (mean ± SD) of follow-up. Differences in known CVD risk factors, including modifiable CVD risk factors, were compared between living (n = 218) and deceased (n = 153) participants. Cox proportional hazards regression models were used to quantify risk for all-cause mortality. RESULTS Deceased participants had a longer duration of type 2 diabetes (P = 0.02) and reduced use of cholesterol-lowering medications (P = 0.004). Adjusted analyses revealed that vascular calcified plaque scores were associated with increased risk for mortality (hazard ratio 1.31-1.63; 3.89 × 10(-5) < P < 0.03). Higher HbA1c, lipids, and C-reactive protein and reduced kidney function also were associated with a 1.1- to 1.5-fold increased risk for mortality (3.45 × 10(-6) < P < 0.03) after adjusting for confounding factors. CONCLUSIONS Even in this high-risk group, vascular calcification and known CVD risk factors provide useful information for ongoing assessment. The use of cholesterol-lowering medication seemed to be protective for mortality.
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Affiliation(s)
- Amanda J Cox
- Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC
| | - Fang-Chi Hsu
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Barry I Freedman
- Department of Internal Medicine-Nephrology, Wake Forest School of Medicine, Winston-Salem, NC
| | - David M Herrington
- Department of Internal Medicine-Cardiology, Wake Forest School of Medicine, Winston-Salem, NC
| | - Michael H Criqui
- Department of Family and Preventive Medicine, University of California, San Diego, La Jolla, CA
| | - J Jeffrey Carr
- Department of Radiologic Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Donald W Bowden
- Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, NC Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, NC
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Smolock EM, Burke RM, Wang C, Thomas T, Batchu SN, Qiu X, Zettel M, Fujiwara K, Berk BC, Korshunov VA. Intima modifier locus 2 controls endothelial cell activation and vascular permeability. Physiol Genomics 2014; 46:624-33. [PMID: 24986958 DOI: 10.1152/physiolgenomics.00048.2014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Carotid intima formation is a significant risk factor for cardiovascular disease. C3H/FeJ (C3H/F) and SJL/J (SJL) inbred mouse strains differ in susceptibility to immune and vascular traits. Using a congenic approach we demonstrated that the Intima modifier 2 (Im2) locus on chromosome 11 regulates leukocyte infiltration. We sought to determine whether inflammation was due to changes in circulating immune cells or activation of vascular wall cells in genetically pure Im2 (C3H/F.SJL.11.1) mice. Complete blood counts showed no differences in circulating monocytes between C3H/F and C3H/F.SJL.11.1 compared with SJL mice. Aortic vascular cell adhesion molecule-1 (VCAM-1) total protein levels were dramatically increased in SJL and C3H/F.SJL.11.1 compared with C3H/F mice. Immunostaining of aortic endothelial cells (EC) showed a significant increase in VCAM-1 expression in SJL and C3H/F.SJL.11.1 compared with C3H/F under steady flow conditions. Immunostaining of EC membranes revealed a significant decrease in EC size in SJL and C3H/F.SJL.11.1 vs. C3H/F in regions of disturbed flow. Vascular permeability was significantly higher in C3H/F.SJL.11.1 compared with C3H/F. Our results indicate that Im2 regulation of leukocyte infiltration is mediated by EC inflammation and permeability. RNA sequencing and pathway analyses comparing genes in the Im2 locus to C3H/F provide insight into candidate genes that regulate vascular wall inflammation and permeability highlighting important genetic mechanisms that control vascular intima in response to injury.
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Affiliation(s)
- Elaine M Smolock
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Ryan M Burke
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Chenjing Wang
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York; Function Teaching and Research Section, Medical College of Northwest University for Nationalities, Lanzhou, China
| | - Tamlyn Thomas
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Sri N Batchu
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Xing Qiu
- Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, New York; and
| | - Martha Zettel
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Keigi Fujiwara
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Bradford C Berk
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York
| | - Vyacheslav A Korshunov
- Department of Medicine and Aab Cardiovascular Research Institute, University of Rochester School of Medicine and Dentistry, Rochester, New York; Department of Biomedical Genetics, University of Rochester School of Medicine and Dentistry, Rochester, New York;
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Adams JN, Raffield LM, Freedman BI, Langefeld CD, Ng MCY, Carr JJ, Cox AJ, Bowden DW. Analysis of common and coding variants with cardiovascular disease in the Diabetes Heart Study. Cardiovasc Diabetol 2014; 13:77. [PMID: 24725463 PMCID: PMC4021556 DOI: 10.1186/1475-2840-13-77] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 03/26/2014] [Indexed: 11/24/2022] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) is a major cardiovascular disease (CVD) risk factor. Identification of genetic risk factors for CVD is important to understand disease risk. Two recent genome-wide association study (GWAS) meta-analyses in the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium detected CVD-associated loci. Methods Variants identified in CHARGE were tested for association with CVD phenotypes, including vascular calcification, and conventional CVD risk factors, in the Diabetes Heart Study (DHS) (n = 1208; >80% T2DM affected). This included 36 genotyped or imputed single nucleotide polymorphisms (SNPs) from DHS GWAS data. 28 coding SNPs from 14 top CHARGE genes were also identified from exome sequencing resources and genotyped, along with 209 coding variants from the Illumina HumanExome BeadChip genotype data in the DHS were also tested. Genetic risk scores (GRS) were calculated to evaluate the association of combinations of variants with CVD measures. Results After correction for multiple comparisons, none of the CHARGE SNPs were associated with vascular calcification (p < 0.0014). Multiple SNPs showed nominal significance with calcification, including rs599839 (PSRC1, p = 0.008), rs646776 (CELSR2, p = 0.01), and rs17398575 (PIK3CG, p = 0.009). Additional COL4A2 and CXCL12 SNPs were nominally associated with all-cause or CVD-cause mortality. Three SNPs were significantly or nominally associated with serum lipids: rs3135506 (Ser19Trp, APOA5) with triglycerides (TG) (p = 5×10−5), LDL (p = 0.00070), and nominally with high density lipoprotein (HDL) (p = 0.0054); rs651821 (5′UTR, APOA5) with increased TGs (p = 0.0008); rs13832449 (splice donor, APOC3) associated with decreased TGs (p = 0.0015). Rs45456595 (CDKN2A, Gly63Arg), rs5128 (APOC3, 3′UTR), and rs72650673 (SH2B3, Glu400Lys) were nominally associated with history of CVD, subclinical CVD, or CVD risk factors (p < 0.010). From the exome chip, rs3750103 (CHN2, His204Arg/His68Arg) with carotid intima-medial thickness (IMT) (p = 3.9×10−5), and rs61937878 (HAL, Val549Met) with infra-renal abdominal aorta CP (AACP) (p = 7.1×10−5). The unweighted GRS containing coronary artery calcified plaque (CAC) SNPs was nominally associated with history of prior CVD (p = 0.033; OR = 1.09). The weighted GRS containing SNPs was associated with CAC and myocardial infarction (MI) was associated with history of MI (p = 0.026; OR = 1.15). Conclusions Genetic risk factors for subclinical CVD in the general population (CHARGE) were modestly associated with T2DM-related risk factors and CVD outcomes in the DHS.
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Affiliation(s)
| | | | | | | | | | | | | | - Donald W Bowden
- Center for Genomics and Personalized Medicine Research, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.
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Ozkor MA, Rahman AM, Murrow JR, Kavtaradze N, Lin J, Manatunga A, Hayek S, Quyyumi AA. Differences in vascular nitric oxide and endothelium-derived hyperpolarizing factor bioavailability in blacks and whites. Arterioscler Thromb Vasc Biol 2014; 34:1320-7. [PMID: 24675657 DOI: 10.1161/atvbaha.113.303136] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Abnormalities in nitric oxide (NO) bioavailability have been reported in blacks. Whether there are differences in endothelium-derived hyperpolarizing factor (EDHF) in addition to NO between blacks and whites and how these affect physiological vasodilation remain unknown. We hypothesized that the bioavailability of vascular NO and EDHF, at rest and with pharmacological and physiological vasodilation, varies between whites and blacks. APPROACH AND RESULTS In 74 white and 86 black subjects without known cardiovascular disease risk factors, forearm blood flow was measured using plethysmography at rest and during inhibition of NO with N(G)-monomethyl-L-arginine and of K(+) Ca channels (EDHF) with tetraethylammonium. The reduction in resting forearm blood flow was greater with N(G)-monomethyl-L-arginine (P=0.019) and similar with tetraethylammonium in whites compared with blacks. Vasodilation with bradykinin, acetylcholine, and sodium nitroprusside was lower in blacks compared with whites (all P<0.0001). Inhibition with N(G)-monomethyl-L-arginine was greater in whites compared with blacks with bradykinin, acetylcholine, and exercise. Inhibition with tetraethylammonium was lower in blacks with bradykinin, but greater during exercise and with acetylcholine. CONCLUSIONS The contribution to both resting and stimulus-mediated vasodilator tone of NO is greater in whites compared with blacks. EDHF partly compensates for the reduced NO release in exercise and acetylcholine-mediated vasodilation in blacks. Preserved EDHF but reduced NO bioavailability and sensitivity characterizes the vasculature in healthy blacks. CLINICAL TRIAL REGISTRATION URL http://clinicaltrials.gov/. Unique identifier: NCT00166166.
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Affiliation(s)
- Muhiddin A Ozkor
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.)
| | - Ayaz M Rahman
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.)
| | - Jonathan R Murrow
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.)
| | - Nino Kavtaradze
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.)
| | - Ji Lin
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.)
| | - Amita Manatunga
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.)
| | - Salim Hayek
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.)
| | - Arshed A Quyyumi
- From the Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, GA (M.A.O., A.M.R., J.R.M., N.K., S.H., A.A.Q.); and Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, GA (J.L., A.M.).
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Wang L, Rundek T, Beecham A, Hudson B, Blanton SH, Zhao H, Sacco RL, Dong C. Genome-wide interaction study identifies RCBTB1 as a modifier for smoking effect on carotid intima-media thickness. Arterioscler Thromb Vasc Biol 2013; 34:219-25. [PMID: 24202307 DOI: 10.1161/atvbaha.113.302706] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
OBJECTIVE Carotid intima-media thickness (cIMT), a marker for atherosclerosis, is affected by smoking and has substantial interindividual variation. We sought to identify the genetic moderators influencing the effect of smoking on cIMT. APPROACH AND RESULTS With a multistage design using 722 379 single nucleotide polymorphisms (SNP), a genome-wide interaction study was performed in a discovery sample of 669 Hispanics, followed by replication in 589 subjects (264 Hispanics, 172 non-Hispanic blacks, 153 non-Hispanic whites). Assuming an additive genetic model, regression analysis was performed to test for smoking-SNP interaction on cIMT while controlling for age, sex, and the top 3 principal components of ancestry. The strongest interaction in Hispanics was found with a synonymous splicing SNP (rs3751383) in exon 9 of RCBTB1 (P=2.5e(-6) in discovery sample; P=0.01 in the Hispanic replication sample; P<8.8e(-9) in the combined Hispanic sample). Stratification analysis in the combined Hispanic sample showed that smoking had no effect on cIMT among rs3751383 G homozygote (P=0.15), a moderate effect among rs3751383 heterozygote (P=0.01), and a strong effect among rs3751383 A homozygote (P=2.1e(-7)). A consistent trend was observed in the non-Hispanic white and black data sets, leading to an interaction effect of P<2.9e(-9) in the meta-analysis of all 1258 subjects. CONCLUSIONS Our study represents the first genome-wide smoking-SNP interaction study of cIMT and identifies RCBTB1 as a modifier of the smoking effect on cIMT. Testing for gene-environment interactions can help uncover genetic factors that contribute to the interindividual variation in response to the same environmental exposure.
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Affiliation(s)
- Liyong Wang
- From the John T. McDonald Department of Human Genetics, John P. Hussman Institute for Human Genomics (L.W., A.B., S.H.B., R.L.S.), Department of Neurology (T.R., S.H.B., R.L.S., C.D.), Department of Public Health Sciences (T.R., R.L.S.), and Department of Medicine (B.H.), Miller School of Medicine, University of Miami, FL; and Department of Biostatistics, Yale School of Public Health, Yale University, New Haven, CT (H.Z.)
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Cox AJ, Lambird JE, An SS, Register TC, Langefeld CD, Carr JJ, Freedman BI, Bowden DW. Variants in adiponectin signaling pathway genes show little association with subclinical CVD in the diabetes heart study. Obesity (Silver Spring) 2013; 21:E456-62. [PMID: 23670978 DOI: 10.1002/oby.20184] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2012] [Accepted: 11/10/2012] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Understanding the interplay between adiposity, inflammation, and cardiovascular complications in type 2 diabetes mellitus (T2DM) remains a challenge. Signaling from adipocytes is considered important in this context. Adiponectin is the most abundant adipocytokine and has been associated with various measures of cardiovascular disease (CVD). This study examines the relationships between genetic variants in the adiponectin (ADIPOQ) and adiponectin-related signaling pathway genes and measures of subclinical CVD (vascular calcified plaque and carotid intima-media thickness), plasma lipids, and inflammation in T2DM. DESIGN AND METHODS Single-nucleotide polymorphisms (SNPs) in ADIPOQ (n = 45), SNPs tagging ADIPOR1 (n = 6), APIPOR2 (n = 8), APPL1 (n = 6) and known rare coding variants in KNG1 (n = 3) and LYZL1 (n = 3) were genotyped in 1220 European Americans from the family-based Diabetes Heart Study. Associations between SNPs and phenotypes of interest were assessed using a variance components analysis with adjustment for age, sex, T2DM-affected status, and body mass index. RESULTS There was minimal evidence of association between SNPs in the adiponectin signaling pathway genes and measures of calcified plaque; eight of the 71 SNPs showed evidence of association with subclinical CVD (P = 0.007-0.046) but not with other phenotypes examined. Nine additional SNPs were associated with at least one of the plasma lipid measures (P = 0.008-0.05). CONCLUSION Findings from this study do not support a significant role for variants in the adiponectin signaling pathway genes in contributing to risk for vascular calcification in T2DM. However, further understanding the interplay between adiposity, plasma lipids, and inflammation may prove important in the prediction and management of cardiovascular complications in T2DM.
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Affiliation(s)
- Amanda J Cox
- Center for Human Genomics, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA; Center for Diabetes Research, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA; Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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Raffield LM, Cox AJ, Hsu FC, Ng MCY, Langefeld CD, Carr JJ, Freedman BI, Bowden DW. Impact of HDL genetic risk scores on coronary artery calcified plaque and mortality in individuals with type 2 diabetes from the Diabetes Heart Study. Cardiovasc Diabetol 2013; 12:95. [PMID: 23799899 PMCID: PMC3695806 DOI: 10.1186/1475-2840-12-95] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2013] [Accepted: 06/14/2013] [Indexed: 01/21/2023] Open
Abstract
Background Patients with type 2 diabetes (T2D) are at elevated risk for cardiovascular disease (CVD) events and mortality. Recent studies have assessed the impact of genetic variants affecting high-density lipoprotein cholesterol (HDL) concentrations on CVD risk in the general population. This study examined the utility of HDL-associated single nucleotide polymorphisms (SNPs) for CVD risk prediction in European Americans with T2D enrolled in the Diabetes Heart Study (DHS). Methods Genetic risk scores (GRS) of HDL-associated SNPs were constructed and evaluated for potential associations with mortality and with coronary artery calcified atherosclerotic plaque (CAC), a measure of subclinical CVD strongly associated with CVD events and mortality. Two sets of SNPs were used to construct GRS; while all SNPs were selected primarily for their impacts on HDL, one set of SNPs had pleiotropic effects on other lipid parameters, while the other set lacked effects on low-density lipoprotein cholesterol (LDL) or triglyceride concentrations. Results The GRS were specifically associated with HDL concentrations (4.90 × 10-7 < p < 0.02) in models adjusted for age, sex, and body mass index (BMI), but were not associated with LDL or triglycerides. Cox proportional hazards regression analysis suggested the HDL-associated GRS had no impact on risk of CVD-mortality (0.48 < p < 0.99) in models adjusted for other known CVD risk factors. However, associations between several of the GRS and CAC were observed (3.85 × 10-4 < p < 0.03) in models adjusted for other known CVD risk factors. Conclusions The GRS analyzed in this study provide a tool for assessment of HDL-associated SNPs and their impact on CVD risk in T2D. The observed associations between several of the GRS and CAC suggest a potential role for HDL-associated SNPs on subclinical CVD risk in patients with T2D.
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Affiliation(s)
- Laura M Raffield
- Molecular Genetics and Genomics Program, Wake Forest School of Medicine, Winston-Salem, NC, USA
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Cox AJ, Lehtinen AB, Xu J, Langefeld CD, Freedman BI, Carr JJ, Bowden DW. Polymorphisms in the Selenoprotein S gene and subclinical cardiovascular disease in the Diabetes Heart Study. Acta Diabetol 2013; 50:391-9. [PMID: 23161441 PMCID: PMC3597768 DOI: 10.1007/s00592-012-0440-z] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2012] [Accepted: 11/03/2012] [Indexed: 12/16/2022]
Abstract
Selenoprotein S (SelS) has previously been associated with a range of inflammatory markers, particularly in the context of cardiovascular disease (CVD). The aim of this study was to examine the role of SELS genetic variants in risk for subclinical CVD and mortality in individuals with type 2 diabetes mellitus (T2DM). The association between 10 polymorphisms tagging SELS and coronary (CAC), carotid (CarCP) and abdominal aortic calcified plaque, carotid intima media thickness and other known CVD risk factors was examined in 1220 European Americans from the family-based Diabetes Heart Study. The strongest evidence of association for SELS SNPs was observed for CarCP; rs28665122 (5' region; β = 0.329, p = 0.044), rs4965814 (intron 5; β = 0.329, p = 0.036), rs28628459 (3' region; β = 0.331, p = 0.039) and rs7178239 (downstream; β = 0.375, p = 0.016) were all associated. In addition, rs12917258 (intron 5) was associated with CAC (β = -0.230, p = 0.032), and rs4965814, rs28628459 and rs9806366 were all associated with self-reported history of prior CVD (p = 0.020-0.043). These results suggest a potential role for the SELS region in the development subclinical CVD in this sample enriched for T2DM. Further understanding the mechanisms underpinning these relationships may prove important in predicting and managing CVD complications in T2DM.
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Affiliation(s)
- Amanda J Cox
- Center for Human Genomics, Wake Forest School of Medicine, Winston-Salem, NC, USA
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Cox AJ, Hugenschmidt CE, Wang PT, Hsu FC, Kenchaiah S, Daniel K, Langefeld CD, Freedman BI, Herrington DM, Carr JJ, Stacey B, Bowden DW. Usefulness of biventricular volume as a predictor of mortality in patients with diabetes mellitus (from the Diabetes Heart Study). Am J Cardiol 2013; 111:1152-8. [PMID: 23351459 DOI: 10.1016/j.amjcard.2012.12.044] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2012] [Revised: 12/23/2012] [Accepted: 12/23/2012] [Indexed: 01/12/2023]
Abstract
Patients with type 2 diabetes mellitus are at increased risk for cardiovascular disease (CVD) and mortality. Beyond traditional CVD risk factors, novel measures reflecting additional aspects of disease pathophysiology, such as biventricular volume (BiVV), may be useful for risk stratification. The aim of this study was to examine the relationship between BiVV and risk for mortality in European Americans with type 2 diabetes mellitus from the Diabetes Heart Study (DHS). BiVV was calculated from 771 noncontrast computed tomographic scans performed to image coronary artery calcified plaque. Relationships between BiVV and traditional CVD risk factors were examined. Cox proportional-hazards regression was performed to determine risk for mortality (all-cause and CVD mortality) associated with increasing BiVV. Area under the curve analysis was used to assess BiVV utility in risk prediction models. During 8.4 ± 2.4 years of follow-up, 23% of the patients died. In unadjusted analyses, BiVV was significantly associated with increasing body mass index, height, coronary artery calcified plaque, history of hypertension, and previous myocardial infarction (p <0.0001 to 0.012). BiVV was significantly associated with all-cause (hazard ratio 2.45, 95% confidence interval 1.06 to 5.67, p = 0.036) and CVD (hazard ratio 4.36, 95% confidence interval 1.36 to 14.03, p = 0.014) mortality in models adjusted for other known CVD risk factors. Area under the curve increased from 0.76 to 0.78 (p = 0.04) and from 0.74 to 0.77 (p = 0.02) for all-cause and CVD mortality with the inclusion of BiVV. In conclusion, in the absence of echocardiography or other noninvasive imaging modalities to assess ventricular volumes, or when such methods are contraindicated, BiVV from computed tomography may be considered a tool for the stratification of high-risk patients, such as those with type 2 diabetes mellitus.
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Affiliation(s)
- Amanda J Cox
- Center for Human Genomics, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Kamenskaya OV, Loginova IY, Klinkova AS, Karpenko AA. Vascular channel reserves in patients with systemic atherosclerosis and type 2 diabetes mellitus. DIABETES MELLITUS 2013. [DOI: 10.14341/2072-0351-3601] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Aims. To determine vascular channel reserves in patients with systemic atherosclerosis and type 2 diabetes mellitus (T2DM). Materials and Methods. Study included 143 patients with systemic atherosclerosis, 40 of them also suffered from T2DM. We applied laser Doppler flowmetry (LDF) to evaluate vascular channel reserves and transcranial spectrometry to assess cerebral oxygenation status. Results. We found that 60% of patients with systemic atherosclerosis and T2DM show microcirculation parameters below critical level, which indicates failure of collateral circulation. This group also showed lower efficiency of cerebral perfusion and more pronounced vascular constriction in response to functional load as compared to diabetes-negative controls. Conclusion. Patients with T2DM, accompanied with systemic atherosclerosis showed lower circulation efficiency and more pronounced autonomous dysregulation of cerebral circulation against patients without diabetes mellitus.
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Genetic analysis of haptoglobin polymorphisms with cardiovascular disease and type 2 diabetes in the Diabetes Heart Study. Cardiovasc Diabetol 2013; 12:31. [PMID: 23399657 PMCID: PMC3576297 DOI: 10.1186/1475-2840-12-31] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Accepted: 02/01/2013] [Indexed: 12/29/2022] Open
Abstract
Background Haptoglobin (HP) is an acute phase protein that binds to freely circulating hemoglobin. HP exists as two distinct forms, HP1 and HP2. The longer HP2 form has been associated with cardiovascular (CVD) events and mortality in individuals with type 2 diabetes (T2DM). Methods This study examined the association of HP genotypes with subclinical CVD, T2DM risk, and associated risk factors in a T2DM-enriched sample. Haptoglobin genotypes were determined in 1208 European Americans (EA) from 473 Diabetes Heart Study (DHS) families via PCR. Three promoter SNPs (rs5467, rs5470, and rs5471) were also genotyped. Results Analyses revealed association between HP2-2 duplication and increased carotid intima-media thickness (IMT; p = 0.001). No association between HP and measures of calcified arterial plaque were observed, but the HP polymorphism was associated with triglyceride concentrations (p = 0.005) and CVD mortality (p = 0.04). We found that the HP2-2 genotype was associated with increased T2DM risk with an odds ratio (OR) of 1.49 (95% CI 1.18-1.86, p = 6.59x10-4). Promoter SNPs were not associated with any traits. Conclusions This study suggests association between the HP duplication and IMT, triglycerides, CVD mortality, and T2DM in an EA population enriched for T2DM. Lack of association with atherosclerotic calcified plaque likely reflect differences in the pathogenesis of these CVD phenotypes. HP variation may contribute to the heritable risk for CVD complications in T2DM.
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Prudente S, Dallapiccola B, Pellegrini F, Doria A, Trischitta V. Genetic prediction of common diseases. Still no help for the clinical diabetologist! Nutr Metab Cardiovasc Dis 2012; 22:929-936. [PMID: 22819342 PMCID: PMC3729722 DOI: 10.1016/j.numecd.2012.04.010] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2012] [Revised: 03/26/2012] [Accepted: 04/23/2012] [Indexed: 01/13/2023]
Abstract
Genome-wide association studies (GWAS) have identified several loci associated with many common, multifactorial diseases which have been recently used to market genetic testing directly to the consumers. We here addressed the clinical utility of such GWAS-derived genetic information in predicting type 2 diabetes mellitus (T2DM) and coronary artery disease (CAD) in diabetic patients. In addition, the development of new statistical approaches, novel technologies of genome sequencing and ethical, legal and social aspects related to genetic testing have been also addressed. Available data clearly show that, similarly to what reported for most common diseases, genetic testing offered today by commercial companies cannot be used as predicting tools for T2DM and CAD. Further studies taking into account the complex interaction between genes as well as between genetic and non-genetic factors, including age, obesity and glycemic control which seem to modify genetic effects on the risk of T2DM and CAD, might mitigate such negative conclusions. Also, addressing the role of relatively rare variants by next generation sequencing may help identify novel and strong genetic markers with an important role in genetic prediction. Finally, statistical tools concentrated on reclassifying patients might be a useful application of genetic information for predicting many common diseases. By now, prediction of such diseases, including those of interest for the clinical diabetologist, have to be pursued by using traditional clinical markers which perform well and are not costly.
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Affiliation(s)
- Sabrina Prudente
- IRCCS Casa Sollievo della Sofferenza, Mendel Laboratory, San Giovanni Rotondo, Italy
| | | | - Fabio Pellegrini
- IRCCS Casa Sollievo della Sofferenza, Unit of Biostatistics, San Giovanni Rotondo, Italy
- Unit of Biostatistics, DCPE, Consorzio Mario Negri Sud, Santa Maria Imbaro, Italy
| | - Alessandro Doria
- Research Division, Joslin Diabetes Center, Boston, MA, United States
- Department of Medicine, Harvard Medical School, Boston, MA, United States
- Department of Epidemiology, Harvard School of Public Health, Boston, MA, United States
| | - Vincenzo Trischitta
- IRCCS Casa Sollievo della Sofferenza, Mendel Laboratory, San Giovanni Rotondo, Italy
- IRCCS Casa Sollievo della Sofferenza- Research Unit of Diabetes and Endocrine Diseases, San Giovanni Rotondo, Italy
- Department of Experimental Medicine, “Sapienza” University, Rome, Italy
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Comparative in vivo and in vitro postmortem ultrasound assessment of intima-media thickness with additional histological analysis in human carotid arteries. ACTA ACUST UNITED AC 2012. [DOI: 10.1016/j.permed.2012.02.050] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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De Cosmo S, Prudente S, Lamacchia O, Lucchesi D, Shah H, Mendonca C, Pucci L, Mercuri L, Gervino EV, Hauser TH, Bailetti D, Penno G, Cignarelli M, Doria A, Trischitta V. The 9p21 coronary artery disease locus and kidney dysfunction in patients with Type 2 diabetes mellitus. Nephrol Dial Transplant 2012; 27:4411-3. [PMID: 22622453 DOI: 10.1093/ndt/gfs148] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND We investigated whether the coronary artery disease (CAD) locus on chromosome 9p21 (as represented by single nucleotide polymorphism rs2383206) is associated with low estimated glomerular filtration rate (eGFR) or increased urinary albumin excretion in patients with Type 2 diabetes mellitus (T2DM). METHODS Four samples, including a total of 3167 patients, were studied. The presence of low eGFR (<60 mL/min/1.73m(2)) was estimated from serum creatinine by means of the Modification of Diet in Renal Disease Study equation. Increased urinary albumin excretion was defined as an albumin-creatinine ratio (ACR) ≥2.5 mg/mmol in men and ≥3.5 mg/mmol in women. RESULTS No association was found between rs2383206 and low eGFR or increased ACR in each sample as well as in a pooled analysis (overall odds ratio = 1.07, 95% confidence interval 0.94-1.22, P = 0.31 and overall odds ratio = 1.00, 95% confidence interval 0.90-1.12, P = 0.95, respectively). No interaction was observed between rs2383206 and poor glycemic control [HbA1c was above the median in the pooled sample (7.7%) in modulating eGFR or ACR (P for interaction = 0.42 and 0.90, respectively)]. CONCLUSION Variability at the 9p21 CAD locus is unlikely to play a role in modulating susceptibility to kidney dysfunction in patients with T2DM.
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Affiliation(s)
- Salvatore De Cosmo
- Department of Medical Sciences, IRCSS Casa Sollievo della Sofferenza—Clinical Unit of Endocrinology, San Giovanni Rotondo, Italy.
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Murea M, Ma L, Freedman BI. Genetic and environmental factors associated with type 2 diabetes and diabetic vascular complications. Rev Diabet Stud 2012; 9:6-22. [PMID: 22972441 DOI: 10.1900/rds.2012.9.6] [Citation(s) in RCA: 218] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Faced with a global epidemic of type 2 diabetes (T2D), it is critical that researchers improve our understanding of the pathogenesis of T2D and related vascular complications. These findings may ultimately lead to novel treatment options for disease prevention or delaying progression. Two major paradigms jointly underlie the development of T2D and related coronary artery disease, diabetic nephropathy, and diabetic retinopathy. These paradigms include the genetic risk variants and behavioral/environmental factors. This article systematically reviews the literature supporting genetic determinants in the pathogenesis of T2D and diabetic vasculopathy, and the functional implications of these gene variants on the regulation of beta-cell function and glucose homeostasis. We update the discovery of diabetes and diabetic vasculopathy risk variants, and describe the genetic technologies that have uncovered them. Also, genomic linkage between obesity and T2D is discussed. There is a complementary role for behavioral and environmental factors modulating the genetic susceptibility and diabetes risk. Epidemiological and clinical data demonstrating the effects of behavioral and novel environmental exposures on disease expression are reviewed. Finally, a succinct overview of recent landmark clinical trials addressing glycemic control and its impact on rates of vascular complications is presented. It is expected that novel strategies to exploit the gene- and exposure-related underpinnings of T2D will soon result.
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Affiliation(s)
- Mariana Murea
- Department of Internal Medicine, Section on Nephrology, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.
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Costacou T, Levy AP. Haptoglobin genotype and its role in diabetic cardiovascular disease. J Cardiovasc Transl Res 2012; 5:423-35. [PMID: 22447230 DOI: 10.1007/s12265-012-9361-z] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2012] [Accepted: 03/08/2012] [Indexed: 02/07/2023]
Abstract
Over the past decade, several longitudinal epidemiological studies have brought attention to the haptoglobin genotype and its importance in determining diabetic vascular disease risk. This manuscript presents an overview of the biology of the haptoglobin genotype and reviews the literature concerning its role in the development of cardiovascular disease among individuals with diabetes mellitus.
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Affiliation(s)
- Tina Costacou
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA 15213, USA.
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Wang L, Beecham A, Zhuo D, Dong C, Blanton SH, Rundek T, Sacco RL. Fine mapping study reveals novel candidate genes for carotid intima-media thickness in Dominican Republican families. ACTA ACUST UNITED AC 2012; 5:234-41. [PMID: 22423143 DOI: 10.1161/circgenetics.111.961763] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND Carotid intima-media thickness (CIMT) is a subclinical measure for atherosclerosis. Previously, we have mapped quantitative trait loci (QTLs) for CIMT to chromosomes 7p (maximum logarithm of odds=3.1) and to 14q (maximum logarithm of odds=2.3). We sought to identify the underlying genetic variants within those QTLs. METHODS AND RESULTS Using the 100 extended Dominican Republican (DR) families (N=1312) used in the original linkage study, we fine mapped the QTLs with 2031 tagging single nucleotide polymorphisms (SNPs). Promising SNPs in the family data set were examined in an independent population-based subcohort comprised of DR individuals (N=553) from the Northern Manhattan Study. Among the families, evidence for association (P<0.001) was found in multiple genes (ANLN, AOAH, FOXN3, CCDC88C, PRiMA1, and an intergenic SNP rs1667498), with the strongest association at PRiMA1 (P=0.00007, corrected P=0.047). Additional analyses revealed that the association at these loci, except PRiMA1, was highly significant (P=0.00004≈0.00092) in families with evidence for linkage, but not in the rest of families (P=0.13≈0.80) and the population-based cohort, suggesting the genetic effects at these SNPs are limited to a subgroup of families. In contrast, the association at PRiMA1 was significant in both families with and without evidence for linkage (P=0.002 and 0.019, respectively) and the population-based subcohort (P=0.047), supporting a robust association. CONCLUSIONS We identified several candidate genes for CIMT in DR families. Some of the genes manifest genetic effects within a specific subgroup and others were generalized to all groups. Future studies are needed to further evaluate the contribution of these genes to atherosclerosis.
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Affiliation(s)
- Liyong Wang
- John T. McDonald Department of Human Genetics, John P. Hussman Institute for Human Genomics, Department of Neurology, Epidemiology and Public Health, Miller School of Medicine, University of Miami, 1120 NW 14th St., Miami, FL 33136, USA
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Rudock ME, Cox AJ, Ziegler JT, Lehtinen AB, Connelly JJ, Freedman BI, Carr JJ, Langefeld CD, Hauser ER, Horne BD, Bowden DW. Cigarette smoking status has a modifying effect on the association between polymorphisms in KALRN and measures of cardiovascular risk in the diabetes heart study. Genes Genomics 2011. [DOI: 10.1007/s13258-011-0069-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Lee K, Sung J, Lee SC, Park SW, Kim YS, Lee JY, Ebrahim S, Song YM. Segment-specific carotid intima-media thickness and cardiovascular risk factors in Koreans: the Healthy Twin Study. Eur J Prev Cardiol 2011; 19:1161-72. [DOI: 10.1177/1741826711422763] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Kayoung Lee
- Department of Family Medicine, Busan Paik Hospital, Inje University College of Medicine, Pusan, Korea
| | - Joohon Sung
- Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, Korea
| | - Sang Cheol Lee
- Department of Cardiology and Cardiovascular Imaging Center, Cardiac and Vascular Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seung Woo Park
- Department of Cardiology and Cardiovascular Imaging Center, Cardiac and Vascular Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Youn Sic Kim
- Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, Korea
| | - Joo Yeon Lee
- Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, Korea
| | - Shah Ebrahim
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, University of London, London, UK
| | - Yun-Mi Song
- Department of Family Medicine, Samsung Medical Center and Center for Clinical Research, Samsung Biomedical Research Institute, Sungkyunkwan University School of Medicine, Seoul, Korea
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Prudente S, Morini E, Larmon J, Andreozzi F, Di Pietro N, Nigro A, Gervino EV, Mannino GC, Bacci S, Hauser TH, Bellacchio E, Formoso G, Pellegrini F, Proto V, Menzaghi C, Frittitta L, Pandolfi A, Sesti G, Doria A, Trischitta V. The SH2B1 obesity locus is associated with myocardial infarction in diabetic patients and with NO synthase activity in endothelial cells. Atherosclerosis 2011; 219:667-72. [PMID: 21907990 DOI: 10.1016/j.atherosclerosis.2011.08.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Revised: 07/22/2011] [Accepted: 08/06/2011] [Indexed: 12/21/2022]
Abstract
OBJECTIVE Obesity and cardiovascular disease recognize a common metabolic soil and may therefore share part of their genetic background. Genome-wide association studies have identified variability at the SH2B1 locus as a predictor of obesity. We investigated whether SNP rs4788102, which captures the entire SH2B1 variability, is associated with coronary artery disease (CAD) and/or myocardial infarction (MI) in patients with type 2 diabetes mellitus (T2DM). DESIGN AND SETTING SNP rs4788102 was typed in 2015 White subjects with T2DM from three CAD case-control studies [n=740 from the Gargano Hearth Study (GHS, Italy); n=818 from the Joslin Hearth Study (JHS, Boston); n=457 from the University of Catanzaro (CZ, Italy)]. RESULTS SNP rs4788102 (G/A) was not associated with CAD (overall allelic OR=1.06, 95% CI=0.93-1.21; p=0.37). On the contrary, it was associated with MI in GHS (1.42, 1.12-1.81; p=0.004) and in the three samples analyzed together (1.21, 1.04-1.41; p=0.016). Insulin stimulated nitric oxide synthase (NOS) activity in human vein endothelial cells from G/G (n=4, p=0.03) but not the G/A (n=5, p=0.83) genotype. Of the SNPs in perfect LD with rs4788102, one (rs7498665) affects amino acid polarity (Ala484Thr) and falls into a highly conserved protein segment of SH2B1 containing a class II SH3 domain binding site. CONCLUSIONS Variability at the SH2B1 obesity locus is associated with MI in diabetic patients and with reduced insulin-stimulated NOS activity in human endothelial cells. Further studies are needed to replicate this association and dissect the biology underlying this finding.
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Affiliation(s)
- Sabrina Prudente
- IRCSS Casa Sollievo della Sofferenza-Mendel Laboratory, San Giovanni Rotondo, Italy.
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