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

dc.contributor.authorSpezia, Pietro Giorgio
dc.contributor.authorCappelli, Simone
dc.contributor.authorMinosse, Claudia
dc.contributor.authorFocosi, Daniele
dc.contributor.authorParenti, Martina
dc.contributor.authorBrunetti, Michela
dc.contributor.authorGliozzo, Giulia
dc.contributor.authorCiccarelli, Gea
dc.contributor.authorCarciero, Lorenzo
dc.contributor.authorDi Giuseppe, Gianfranco
dc.contributor.authorSancho-Bornez, Veronica
dc.contributor.authorNovazzi, Federica
dc.contributor.authorRebelos, Eleni
dc.contributor.authorNuutila, Pirjo
dc.contributor.authorHonka, Miikka-Juhani
dc.contributor.authorTura, Andrea
dc.contributor.authorDardano, Angela
dc.contributor.authorMezza, Teresa
dc.contributor.authorMaggi, Fabrizio
dc.contributor.authorDaniele, Giuseppe
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=PET-keskus|en=Turku PET Centre|
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organization-code1.2.246.10.2458963.20.14646305228
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code2609810
dc.converis.publication-id522980372
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/522980372
dc.date.accessioned2026-05-26T20:10:32Z
dc.description.abstractTorquetenovirus (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.
dc.identifier.eissn2045-2322
dc.identifier.urihttps://www.utupub.fi/handle/11111/61142
dc.identifier.urlhttps://doi.org/10.1038/s41598-026-47810-1
dc.identifier.urnURN:NBN:fi-fe2026042332720
dc.language.isoen
dc.okm.affiliatedauthorRebelos, Eleni
dc.okm.affiliatedauthorNuutila, Pirjo
dc.okm.affiliatedauthorHonka, Miikka
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherSpringer Science and Business Media LLC
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber16119
dc.relation.doi10.1038/s41598-026-47810-1
dc.relation.ispartofjournalScientific Reports
dc.relation.volume16
dc.titleMetabolic determinants of torque teno virus load across the diabetes spectrum: insights from a cross-sectional analysis
dc.year.issued2026

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