Metabolic determinants of torque teno virus load across the diabetes spectrum: insights from a cross-sectional analysis
Torquetenovirus (TTV) is a ubiquitous non-pathogenic DNA virus whose replication mirrors immune competence. We profiled TTV viremia (TTVv) across type 1 diabetes (T1D), type 2 diabetes (T2D), and non-diabetes (ND) controls and assessed clinical associations. Cross-sectional, multicentre analysis of 485 individuals (T2D n. 277; T1D n. 61; ND n. 147). Plasma TTV-DNA was quantified by real-time PCR. Clinical/metabolic variables were harmonized across cohorts. Associations with TTVv were tested with uni- and multivariable models adjusting for age, sex, body mass index (BMI), glycated haemoglobin (HbA1c), and antidiabetic therapies. TTVv was detectable in 74.4%, with higher prevalence in T2D (79.0%) and T1D (73.8%) versus ND (69.0%). Age was an independent predictor. In T2D, unlike T1D, TTVv correlated negatively with BMI and HbA1c; those with poor control (HbA1c ≥ 8%) had significantly lower TTVv. Dipeptidyl peptidase-4 inhibitors (DPP-IVi) were independently associated with both TTVv presence and higher titers. Among T2D, individuals with TTVv < 4.0 log copies/ml were more often obese, female, and less frequently treated with DPP-IVi. TTVv is more prevalent and higher in diabetes, yet lower with poor glycaemic control and obesity, suggesting a directionality paradox. TTVv may index immunometabolic balance in diabetes; longitudinal and mechanistic studies are warranted.
Authors
- Claudia Minosse (ORCID: https://orcid.org/0000-0001-7833-9539)
- Miikka‐Juhani Honka (ORCID: https://orcid.org/0000-0001-9875-5863)
- Simone Cappelli
- Pietro Giorgio Spezia (ORCID: https://orcid.org/0000-0002-6743-014X)
- Pirjo Nuutila (ORCID: https://orcid.org/0000-0001-9597-338X)
- Michela Brunetti (ORCID: https://orcid.org/0009-0008-0139-4749)
- Teresa Mezza (ORCID: https://orcid.org/0000-0001-5407-9576)
- Federica Novazzi (ORCID: https://orcid.org/0000-0002-2741-8840)
- Angela Dardano (ORCID: https://orcid.org/0000-0001-6176-4379)
- Daniele Focosi (ORCID: https://orcid.org/0000-0001-8811-195X)
- Lorenzo Carciero
- Martina Parenti
- Veronica Sancho-Bornez
- Andrea Tura
- Giulia Gliozzo
- Fabrizio Maggi
- Giuseppe Daniele
- Eleni Rebelos
- Gea Ciccarelli
- Gianfranco Di Giuseppe
Institutions
- Università Cattolica del Sacro Cuore (IT)
- University of Pisa (IT)
- University of Insubria (IT)
- University of Turku (FI)
- Turku University Hospital (FI)
- Agostino Gemelli University Polyclinic (IT)
- Istituto Nazionale per le Malattie Infettive Lazzaro Spallanzani (IT)
- Turku PET Centre (FI)
- Istituto di Fisiologia Clinica (IT)
- Neuroscience Institute (IT)
- Laiko General Hospital of Athens (GR)
Publication Details
- Journal
- Scientific Reports
- Published
- 2026-04-10
- DOI
- https://doi.org/10.1038/s41598-026-47810-1
- Primary Topic
- Animal Virus Infections Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00