Profiles of Glucose Metabolism in Different Prediabetes Phenotypes, Classified by Fasting Glycemia, 2-Hour OGTT, Glycated Hemoglobin, and 1-Hour OGTT: An IMI DIRECT Study

Author:

Tura Andrea1ORCID,Grespan Eleonora1,Göbl Christian S.2,Koivula Robert W.34,Franks Paul W.4,Pearson Ewan R.5,Walker Mark6,Forgie Ian M.5,Giordano Giuseppe N.4,Pavo Imre7,Ruetten Hartmut8,Dermitzakis Emmanouil T.9,McCarthy Mark I.310,Pedersen Oluf11,Schwenk Jochen M.12,Adamski Jerzy131415,De Masi Federico1617,Tsirigos Konstantinos D.1617,Brunak Søren1617,Viñuela Ana918,Mahajan Anubha10,McDonald Timothy J.19,Kokkola Tarja20,Vangipurapu Jagadish20,Cederberg Henna20,Laakso Markku20,Rutters Femke21,Elders Petra J.M.21,Koopman Anitra D.M.21,Beulens Joline W.21,Ridderstråle Martin22,Hansen Tue H.11,Allin Kristine H.11,Hansen Torben11,Vestergaard Henrik1123,Mari Andrea1,'t Hart Leen M.,Abdalla Moustafa,Adam Jonathan,Adamski Jerzy,Adragni Kofi,Allesøe Rosa L.,Allin Kristine H.,Arumugam Manimozhiyan,Atabaki Pasdar Naeimeh,Baltauss Tania,Banasik Karina,Baum Patrick,Bell Jimmy D.,Bergstrom Margit,Beulens Joline W.,Bianzano Susaana,Bizzotto Roberto,Bonneford Amelie,Brorsson Caroline Anna,Brown Andrew A.,Brunak Søren,Cabrelli Louise,Caiazzo Robert,Canouil Mickael,Cederberg Henna,Dale Matilda,Davtian David,Dawed Adem Y.,De Masi Federico,de Preville Nathalie,Dekkers Koen F.,Dermitzakis Emmanouil T.,Deshmukh Harshal A.,Dings Christiane,Donnelly Louise,Dutta Avirup,Ehrhardt Beate,Elders Petra J. M.,Engelbrechtsen Line,Eriksen Rebeca,Fan Yong,Fernandez Juan,Ferrer Jorge,Fitipaldi Hugo,Forgie Ian M.,Forman Annemette,Franks Paul W.,Frau Francesca,Fritsche Andreas,Froguel Philippe,Frost Gary,Gassenhuber Johann,Giordano Giuseppe N.,Giorgino Toni,Gough Stephen,Graefe-Mody Ulrike,Grallert Harald,Grempler Rolf,Groeneveld Lenka,Groop Leif,Gudmundsdóttir Valborg,Gupta Ramneek,Haid Mark,Hansen Torben,Hansen Tue H.,Hattersley Andrew T.,Haussler Ragna,Heggie Alison J.,Hennige Anita M.,Hill Anita V.,Holl Reinhard W.,Hong Mun-gwan,Hudson Michelle,Jablonka Bernd,Jennison Christopher,Jiao Yunlong,Johansen Joachim,Jones Angus G.,Jonsson Anna,Karaderi Tugce,Kaye Jane,Klintenberg Maria,Koivula Robert W.,Kokkola Tarja,Koopman Anitra D. M.,Kurbasic Azra,Kuulasmaa Teemu,Laakso Markku,Lehr Thorsten,Loftus Heather,Lundgaard Agnete T.,Mahajan Anubha,Mari Andrea,Mazzoni Gianluca,McCarthy Mark I.,McDonald Timothy J.,McEvoy Donna,McRobert Nicky,McVittie Ian,Mourby Miranda,Musholt Petra,Mutie Pascal,Nice Rachel,Nicolay Claudia,Nielsen Agnes Martine,Nilsson Birgitte,Nijpels Giel,Palmer Colin N.,Pattou Francois,Pavo Imre,Pearson Ewan R.,Pedersen Oluf,Pedersen Helle K.,Perry Mandy H.,Pomares-Millan Hugo,Ramisch Anna,Rasmussen Simon,Raverdi Violeta,Ridderstråle Martin,Robertson Neil,Roderick Slieker,Rodriquez Marianne,Ruetten Hartmut,Rutters Femke,Sackett Peter,Scherer Nina,Schwenk Jochen M.,Shah Nisha,Sharma Sapna,Sihinevich Iryna,Sondertoft Nadja B.,Staerfeldt Hans-Henrik,Steckel-Hamann Birgit,Teare Harriet,Thomas Cecilia Engel,Thomas Melissa K.,Thomas Louise,Thomsen Henrik S.,Thorand Barbara,Thorne Claire E.,Tillner Joachim,Troll Martina,Tsirigos Konstantinos D.,Tura Andrea,Uhlen Mathias,Vangipurapu Jagadish,van Leeuwen Nienke,van Oort Sabine,Verkindt Helene,Vestergaard Henrik,Viñuela Ana,Vogt Josef K.,Sackett Peter Wad,Wake Dianne,Walker Mark,Wesolowska-Andersen Agata,Whitcher Brandon,White Margaret W.,Wu Han,

Affiliation:

1. CNR Institute of Neuroscience, Padova, Italy

2. Division of Obstetrics and Feto-Maternal Medicine, Department of Obstetrics and Gynecology, Medical University of Vienna, Vienna, Austria

3. Oxford Centre for Diabetes Endocrinology and Metabolism, University of Oxford, Oxford, U.K.

4. Genetic and Molecular Epidemiology, Department of Clinical Science, Lund University, Skåne University Hospital Malmö, Malmö, Sweden

5. Population Health and Genomics, Ninewells Hospital and Medical School, University of Dundee, Dundee, Scotland, U.K.

6. Institute of Cellular Medicine, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, U.K.

7. Eli Lilly Regional Operations Ges.m.b.H., Vienna, Austria

8. CardioMetabolism & Respiratory Medicine, Boehringer Ingelheim International GmbH, Ingelheim/Rhein, Germany

9. Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland

10. Wellcome Centre for Human Genetics, University of Oxford, Oxford, U.K.

11. Section of Metabolic Genetics, Novo Nordisk Center for Basic Metabolic Research, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark

12. Affinity Proteomics, Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Solna, Sweden

13. Institute of Experimental Genetics, Helmholtz Zentrum München - German Research Center for Environmental Health, Neuherberg, Germany

14. Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

15. Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia

16. Section for Bioinformatics, Department of Health Technology, Technical University of Denmark, Kongens Lyngby, Denmark

17. Disease Systems Biology Program, Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark

18. Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, U.K.

19. Blood Sciences, Royal Devon and Exeter NHS Foundation Trust, Exeter, U.K.

20. Internal Medicine, Institute of Clinical Medicine, University of Eastern Finland, Kuopio, Finland

21. Department of Epidemiology and Data Science, Amsterdam Medical Centre, location VUMC, Amsterdam, the Netherlands

22. Department of Clinical Sciences, Diabetes & Endocrinology Unit, Lund University, Skåne University Hospital Malmö, Malmö, Sweden

23. Department of Medicine, Bornholms Hospital, Rønne, Denmark

Abstract

Differences in glucose metabolism among categories of prediabetes have not been systematically investigated. In this longitudinal study, participants (N = 2,111) underwent a 2-h 75-g oral glucose tolerance test (OGTT) at baseline and 48 months. HbA1c was also measured. We classified participants as having isolated prediabetes defect (impaired fasting glucose [IFG], impaired glucose tolerance [IGT], or HbA1c indicative of prediabetes [IA1c]), two defects (IFG+IGT, IFG+IA1c, or IGT+IA1c), or all defects (IFG+IGT+IA1c). β-Cell function (BCF) and insulin sensitivity were assessed from OGTT. At baseline, in pooling of participants with isolated defects, they showed impairment in both BCF and insulin sensitivity compared with healthy control subjects. Pooled groups with two or three defects showed progressive further deterioration. Among groups with isolated defect, those with IGT showed lower insulin sensitivity, insulin secretion at reference glucose (ISRr), and insulin secretion potentiation (P < 0.002). Conversely, those with IA1c showed higher insulin sensitivity and ISRr (P < 0.0001). Among groups with two defects, we similarly found differences in both BCF and insulin sensitivity. At 48 months, we found higher type 2 diabetes incidence for progressively increasing number of prediabetes defects (odds ratio >2, P < 0.008). In conclusion, the prediabetes groups showed differences in type/degree of glucometabolic impairment. Compared with the pooled group with isolated defects, those with double or triple defect showed progressive differences in diabetes incidence.

Publisher

American Diabetes Association

Subject

Endocrinology, Diabetes and Metabolism,Internal Medicine

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