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DeJarnett N, Yeager R, Conklin DJ, Lee J, O'Toole TE, McCracken J, Abplanalp W, Srivastava S, Riggs DW, Hamzeh I, Wagner S, Chugh A, DeFilippis A, Ciszewski T, Wyatt B, Becher C, Higdon D, Ramos KS, Tollerud DJ, Myers JA, Rai SN, Shah J, Zafar N, Krishnasamy SS, Prabhu SD, Bhatnagar A. Residential Proximity to Major Roadways Is Associated With Increased Levels of AC133+ Circulating Angiogenic Cells. Arterioscler Thromb Vasc Biol 2015; 35:2468-77. [PMID: 26293462 DOI: 10.1161/atvbaha.115.305724] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2014] [Accepted: 08/04/2015] [Indexed: 01/21/2023]
Abstract
OBJECTIVES Previous studies have shown that residential proximity to a roadway is associated with increased cardiovascular disease risk. Yet, the nature of this association remains unclear, and its effect on individual cardiovascular disease risk factors has not been assessed. The objective of this study was to determine whether residential proximity to roadways influences systemic inflammation and the levels of circulating angiogenic cells. APPROACH AND RESULTS In a cross-sectional study, cardiovascular disease risk factors, blood levels of C-reactive protein, and 15 antigenically defined circulating angiogenic cell populations were measured in participants (n=316) with moderate-to-high cardiovascular disease risk. Attributes of roadways surrounding residential locations were assessed using geographic information systems. Associations between road proximity and cardiovascular indices were analyzed using generalized linear models. Close proximity (<50 m) to a major roadway was associated with lower income and higher rates of smoking but not C-reactive protein levels. After adjustment for potential confounders, the levels of circulating angiogenic cells in peripheral blood were significantly elevated in people living in close proximity to a major roadway (CD31(+)/AC133(+), AC133(+), CD34(+)/AC133(+), and CD34(+)/45(dim)/AC133(+) cells) and positively associated with road segment distance (CD31(+)/AC133(+), AC133(+), and CD34(+)/AC133(+) cells), traffic intensity (CD31(+)/AC133(+) and AC133(+) cells), and distance-weighted traffic intensity (CD31(+)/34(+)/45(+)/AC133(+) cells). CONCLUSIONS Living close to a major roadway is associated with elevated levels of circulating cells positive for the early stem marker AC133(+). This may reflect an increased need for vascular repair. Levels of these cells in peripheral blood may be a sensitive index of cardiovascular injury because of residential proximity to roadways.
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Affiliation(s)
- Natasha DeJarnett
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Ray Yeager
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Daniel J Conklin
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Jongmin Lee
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Timothy E O'Toole
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - James McCracken
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Wes Abplanalp
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Sanjay Srivastava
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Daniel W Riggs
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Ihab Hamzeh
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Stephen Wagner
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Atul Chugh
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Andrew DeFilippis
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Tiffany Ciszewski
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Brad Wyatt
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Carrie Becher
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Deirdre Higdon
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Kenneth S Ramos
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - David J Tollerud
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - John A Myers
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Shesh N Rai
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Jasmit Shah
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Nagma Zafar
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Sathya S Krishnasamy
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Sumanth D Prabhu
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
| | - Aruni Bhatnagar
- From the Diabetes and Obesity Center (N.D., R.Y., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., A.C., A.D., T.C., B.W., S.N.R., J.S., N.Z., S.S.K., A.B.), Department of Environmental and Occupational Health Sciences (N.D., R.Y., D.J.T.), Institute of Molecular Cardiology (N.D., D.J.C., J.L., T.E.O., J.M., W.A., S.S., D.W.R., S.W., A.C., A.D., T.C., B.W., C.B., D.H., J.S., S.D.P., A.B.), Department of Pediatrics (J.A.M.), Department of Bioinformatics and Biostatics (S.N.R.), Biostatistics Shared Facility, JG Brown Cancer Center (S.N.R.), Division of Endocrinology, Metabolism and Diabetes, Department of Medicine (S.S.K.), and Department of Biochemistry and Molecular Biology (K.S.R., A.B.), University of Louisville, KY; Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, TX (I.H.); Department of Medicine, Johns Hopkins University, Baltimore, MD (A.D.); and Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham (S.D.P.)
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