Plasma Proteomic Risk Markers of Incident Type 2 Diabetes Reflect Physiologically Distinct Components of Glucose-Insulin Homeostasis

Author:

Cronjé Héléne T.1ORCID,Mi Michael Y.2ORCID,Austin Thomas R.3,Biggs Mary L.4,Siscovick David S.5,Lemaitre Rozenn N.6ORCID,Psaty Bruce M.67,Tracy Russell P.8,Djoussé Luc9ORCID,Kizer Jorge R.1011ORCID,Ix Joachim H.12,Rao Prashant2,Robbins Jeremy M.2,Barber Jacob L.13,Sarzynski Mark A.13,Clish Clary B.14ORCID,Bouchard Claude15,Mukamal Kenneth J.16,Gerszten Robert E.2ORCID,Jensen Majken K.117

Affiliation:

1. 1Department of Public Health, Section of Epidemiology, University of Copenhagen, Copenhagen, Denmark

2. 2Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA

3. 3Department of Epidemiology, University of Washington, Seattle, WA

4. 4Department of Biostatistics, University of Washington, Seattle, WA

5. 5New York Academy of Medicine, New York, NY

6. 6Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA

7. 7Department of Epidemiology, Health Systems and Population Health, University of Washington, Seattle, WA

8. 8Department of Pathology Laboratory Medicine, Larner College of Medicine, University of Vermont, Burlington, VT

9. 9Division of Aging, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA

10. 10Cardiology Section San Francisco Veterans Affairs Health Care System, San Francisco, CA

11. 11Department of Medicine, Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA

12. 12Division of Nephrology-Hypertension, University of California, San Diego, La Jolla, CA

13. 13Department of Exercise Science, University of South Carolina, Columbia, SC

14. 14Broad Institute of MIT and Harvard, Cambridge, MA

15. 15Pennington Biomedical Research Center, Baton Rouge, LA

16. 16Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, MA

17. 17Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA

Abstract

High-throughput proteomics allows researchers to simultaneously explore the roles of thousands of biomarkers in the pathophysiology of diabetes. We conducted proteomic association studies of incident type 2 diabetes and physiologic responses to an intravenous glucose tolerance test (IVGTT) to identify novel protein contributors to glucose homeostasis and diabetes risk. We tested 4,776 SomaScan proteins measured in relation to 18-year incident diabetes risk in participants from the Cardiovascular Health Study (N = 2,631) and IVGTT-derived measures in participants from the HERITAGE Family Study (N = 752). We characterize 51 proteins that were associated with longitudinal diabetes risk, using their respective 39, 9, and 8 concurrent associations with insulin sensitivity index (SI), acute insulin response to glucose (AIRG), and glucose effectiveness (SG). Twelve of the 51 diabetes associations appear to be novel, including β-glucuronidase, which was associated with increased diabetes risk and lower SG, suggesting an alternative pathway to insulin for glucose disposal; and plexin-B2, which also was associated with increased diabetes risk, but with lower AIRG, and not with SI, indicating a mechanism related instead to pancreatic dysfunction. Other novel protein associations included alcohol dehydrogenase-1C, fructose-bisphosphate aldolase-B, sorbitol dehydrogenase with elevated type 2 diabetes risk, and a leucine-rich repeat containing protein-15 and myocilin with decreased risk. Article Highlights Plasma proteins are associated with the risk of incident diabetes in older adults independent of various demographic, lifestyle, and biochemical risk factors. These same proteins are associated with subtle differences in measures of glucose homeostasis earlier in life. Proteins that are associated with lower insulin sensitivity in individuals without diabetes tend to be associated with appropriate compensatory mechanisms, such as a stronger acute insulin response or higher glucose effectiveness. Proteins that are associated with future diabetes risk, but not with insulin insensitivity, tend to be associated with lower glucose effectiveness and/or impaired acute insulin response.

Funder

National Institute on Aging

Novo Nordisk Fonden

National Institutes of Health

National Heart, Lung, and Blood Institute

Publisher

American Diabetes Association

Subject

Endocrinology, Diabetes and Metabolism,Internal Medicine

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