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.

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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
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article

Metabolic determinants of torque teno virus load across the diabetes spectrum: insights from a cross-sectional analysis

Claudia Minosse, Miikka‐Juhani Honka, Simone Cappelli, Pietro Giorgio Spezia et al.
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Animal Virus Infections Studies
article

Metabolic determinants of torque teno virus load across the diabetes spectrum: insights from a cross-sectional analysis

Claudia Minosse, Miikka‐Juhani Honka, Simone Cappelli, Pietro Giorgio Spezia, Pirjo Nuutila, Michela Brunetti, Teresa Mezza, Federica Novazzi, Angela Dardano, Daniele Focosi, Lorenzo Carciero, Martina Parenti, Veronica Sancho-Bornez, Andrea Tura, Giulia Gliozzo, Fabrizio Maggi, Giuseppe Daniele, Eleni Rebelos, Gea Ciccarelli, Gianfranco Di Giuseppe
article en

Abstract

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.

Scientific Reports
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)
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Openalex Percentile: Top 25%
Animal Virus Infections Studies
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