Triglyceride-glucose Index and Mortality in a Large Regional-based Italian Database (URRAH Project)

Author:

D’Elia Lanfranco1ORCID,Masulli Maria1ORCID,Virdis Agostino2ORCID,Casiglia Edoardo3,Tikhonoff Valerie4,Angeli Fabio56,Barbagallo Carlo Maria7,Bombelli Michele8,Cappelli Federica2,Cianci Rosario9,Ciccarelli Michele10ORCID,Cicero Arrigo F G1112,Cirillo Massimo13,Cirillo Pietro14,Dell’Oro Raffaella15,Desideri Giovambattista16,Ferri Claudio17,Gesualdo Loreto14,Giannattasio Cristina1819,Grassi Guido15,Iaccarino Guido1,Lippa Luciano20,Mallamaci Francesca21,Maloberti Alessandro1819,Masi Stefano2,Mazza Alberto22,Mengozzi Alessandro22324ORCID,Muiesan Maria Lorenza25ORCID,Nazzaro Pietro26,Palatini Paolo3ORCID,Parati Gianfranco2728ORCID,Pontremoli Roberto2930,Quarti-Trevano Fosca15ORCID,Rattazzi Marcello31ORCID,Reboldi Gianpaolo32,Rivasi Giulia33,Russo Elisa2930ORCID,Salvetti Massimo25,Tocci Giuliano34ORCID,Ungar Andrea33ORCID,Verdecchia Paolo35,Viazzi Francesca2930ORCID,Volpe Massimo3637ORCID,Borghi Claudio1112ORCID,Galletti Ferruccio1ORCID

Affiliation:

1. Department of Clinical Medicine and Surgery, “Federico II” University of Naples , 80131 Naples , Italy

2. Department of Clinical and Experimental Medicine, University of Pisa , 56126 Pisa , Italy

3. Studium Patavinum, Department of Medicine, University of Padua , 35100 Padua , Italy

4. Department of Medicine, University of Padua , 35100 Padua , Italy

5. Department of Medicine and Technological Innovation (DiMIT), University of Insubria , 21100 Varese , Italy

6. Department of Medicine and Cardiopulmonary Rehabilitation, Maugeri Care and Research Institutes, IRCCS , Tradate, 21049 VA , Italy

7. Biomedical Department of Internal Medicine and Specialistics, University of Palermo , 90100 Palermo , Italy

8. Internal Medicine, Pio XI Hospital of Desio, ASST Brianza, Department of Medicine and Surgery, University of Milano-Bicocca , Desio, 20832 MB , Italy

9. Department of Translational and Precision Medicine, Sapienza University of Rome , 00185 Rome , Italy

10. Department of Medicine and Surgery, University of Salerno , Baronissi, 84081 SA , Italy

11. Hypertension and Cardiovascular Disease Research Center, Medical and Surgical Sciences Department, Alma Mater Studiorum University of Bologna , 40126 Bologna , Italy

12. Cardiovascular medicine unit, Heart-Chest-Vascular Department, IRCCS Azienda Ospedaliero-Universitaria di Bologna , 40126 Bologna , Italy

13. Department of Public Health, “Federico II” University of Naples , 80131 Naples , Italy

14. Nephrology, Dialysis and Transplantation Unit, Department of Emergency and Organ Transplantation, “Aldo Moro” University of Bari , 70122 Bari , Italy

15. Clinica Medica, Department of Medicine and Surgery, University of Milano-Bicocca , 20900 Monza , Italy

16. Department of Clinical, Internal Medicine, Anesthesiologic and Cardiovascular Sciences, Sapienza University of Rome , 00161 Rome , Italy

17. Department of Life, Health and Environmental Sciences, University of L’Aquila , 67100 L’Aquila , Italy

18. Cardiology IV, “A.De Gasperi’s” Department, Niguarda Ca’ Granda Hospital , 20162 Milan , Italy

19. Department of Medicine and Surgery, School of Medicine and Surgery, Milano-Bicocca University , 20126 Milan , Italy

20. Italian Society of General Medicine (SIMG) , 67051 Avezzano , Italy

21. Department of Nephrology, Dialysis and Transplantation GOM “Bianchi-Melacrino-Morelli” and CNR-IFC, Institute of Clinical Physiology, Research Unit of Clinical Epidemiology and Physiopathology of Renal Diseases and Hypertension (European Society of Hypertension, ESH, Excellence Centre) of Reggio Calabria , 89124 Reggio Calabria , Italy

22. Department of Internal Medicine, Santa Maria Della Misericordia General Hospital, AULSS 5 Polesana , 45100 Rovigo , Italy

23. Center for Translational and Experimental Cardiology, Department of Cardiology, University Hospital Zurich, University of Zurich , 8952 Schlieren , Switzerland

24. Scuola Superiore Sant’Anna , 56127 Pisa , Italy

25. Department of Clinical and Experimental Sciences, University of Brescia , 25121 Brescia , Italy

26. Department of Precision and Regenerative Medicine and Jonic Area, Neurosciences and Sense Organs, University of Bari Medical School , 70122 Bari , Italy

27. Department of Cardiology, S.Luca Hospital, IRCCS, Istituto Auxologico Italiano , 20149 Milan , Italy

28. Department of Medicine and Surgery, University of Milano-Bicocca , 20126 Milan , Italy

29. Dipartimento di Medicina Interna e Specialità Mediche, Università degli Studi di Genova , 16132 Genova , Italy

30. IRCCS Ospedale Policlinico San Martino , 16132 Genova , Italy

31. Department of Medicine-DIMED, University of Padova, Medicina Interna 1°, Ca’ Foncello University Hospital , 31100 Treviso , Italy

32. Department of Medicine and Surgery, University of Perugia , 06100 Perugia , Italy

33. Department of Geriatric and Intensive Care Medicine, Careggi Hospital, University of Florence , 50121 Florence , Italy

34. Department of Clinical and Molecular Medicine, University of Rome Sapienza, Sant’Andrea Hospital , 00189 Rome , Italy

35. Department of Cardiology, Hospital S. Maria della Misericordia , 06100 Perugia , Italy

36. Dipartimento di Medicina Clinica e Molecolare, Università di Roma Sapienza , 00189 Roma , Italy

37. IRCCS San Raffaele Roma , 00163 Roma , Italy

Abstract

Abstract Purpose Recently, a novel index [the triglyceride-glucose (TyG) index]) was considered a surrogate marker of insulin resistance (IR); in addition, it was estimated to be a better expression of IR than widely used tools. Few and heterogeneous data are available on the relationship between this index and mortality risk in non-Asian populations. Therefore, we estimated the predictive role of baseline TyG on the incidence of all-cause and cardiovascular (CV) mortality in a large sample of the general population. Moreover, in consideration of the well-recognized role of serum uric acid (SUA) on CV risk and the close correlation between SUA and IR, we also evaluated the combined effect of TyG and SUA on mortality risk. Methods The analysis included 16 649 participants from the URRAH cohort. The risk of all-cause and CV mortality was evaluated by the Kaplan–Meier estimator and Cox multivariate analysis. Results During a median follow-up of 144 months, 2569 deaths occurred. We stratified the sample by the optimal cut-off point for all-cause (4.62) and CV mortality (4.53). In the multivariate Cox regression analyses, participants with TyG above cut-off had a significantly higher risk of all-cause and CV mortality than those with TyG below the cut-off. Moreover, the simultaneous presence of high levels of TyG and SUA was associated with a higher mortality risk than none or only 1 of the 2 factors. Conclusion The results of this study indicate that these TyG (a low-cost and simple, noninvasive marker) thresholds are predictive of an increased risk of mortality in a large and homogeneous general population. In addition, these results show a synergic effect of TyG and SUA on the risk of mortality.

Funder

Fondazione of the Italian Society of Hypertension

Publisher

The Endocrine Society

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