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

Sci Rep. 2026 Apr 10;16(1):16119. doi: 10.1038/s41598-026-47810-1.

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.

Keywords: Clinical diabetes; Clinical immunology; Clinical science.

Publication types

  • Multicenter Study

MeSH terms

  • Body Mass Index
  • Cross-Sectional Studies
  • DNA Virus Infections* / virology
  • DNA, Viral / blood
  • Diabetes Mellitus, Type 1* / blood
  • Diabetes Mellitus, Type 1* / metabolism
  • Diabetes Mellitus, Type 1* / virology
  • Diabetes Mellitus, Type 2* / blood
  • Diabetes Mellitus, Type 2* / metabolism
  • Diabetes Mellitus, Type 2* / virology
  • Female
  • Glycated Hemoglobin / metabolism
  • Humans
  • Male
  • Middle Aged
  • Torque teno virus* / genetics
  • Torque teno virus* / isolation & purification
  • Viral Load*
  • Viremia / virology

Substances

  • DNA, Viral
  • Glycated Hemoglobin