Torque Teno Virus (TTV) is a widespread commensal virus within the human virome, characterized by a high prevalence in human population and an unclear pathogenic role. Over the past three decades, TTV has garnered increasing attention due to its ability to establish lifelong chronic viremia, which intriguingly fluctuates among individuals in relation to immune competence status, with a typical peak after an organ transplantation, followed by a plateau and a slow decrease. The regulatory mechanisms underlying TTV infection remain elusive, and factors influencing its interactions with the immune system have yet to be identified. To explore this complex interplay, we analyzed DNA methylation patterns associated with TTV load in older adult hospitalized patients (mean age: 83.15 ± 7.49) from the PROMOTERA cohort. In this study, we present for the first time the identification of differentially methylated probes (DMPs) correlated to TTV load in our cohort. The statistically significant DMPs were located in genes involved in immune regulation and lipid metabolism. To further characterize these findings, we performed an exploratory enrichment analysis by applying several p-value thresholds, which yielded multiple gene lists derived from the sets of significant probes. Genes associated with this epigenetic signature were found to enrich functional pathways related to immune activation, leukocyte differentiation, and cytokine production, while additional significantly enriched gene sets were involved in cell–cell adhesion and cell migration processes. Since our analysis followed an exploratory approach, these results should be interpreted as hypothesis-generating and warrant further investigation.

Methylation patterns associated with TTV load in geriatric hospitalized patients: an exploratory functional analysis / Fortunato, Carlo; Spezia, Pietro Giorgio; Novazzi, Federica; Badillo Pazmay, Gretta Veronica; Cianfruglia, Laura; Ferrante, Francesca Drago; Gentilini, Davide; Calzari, Luciano; Grossi, Paolo Antonio; Mancini, Nicasio; Rosa, Luigi; Di Rosa, Mirko; Bonfigli, Anna Rita; Galeazzi, Roberta; Cherubini, Antonio; Biscetti, Leonardo; Sarzani, Riccardo; Lattanzio, Fabrizia; Cardelli, Maurizio; Olivieri, Fabiola; Malavolta, Marco; Piacenza, Francesco; Maggi, Fabrizio; Giacconi, Robertina. - In: GEROSCIENCE. - ISSN 2509-2723. - (2025). [10.1007/s11357-025-01938-6]

Methylation patterns associated with TTV load in geriatric hospitalized patients: an exploratory functional analysis

Cherubini, Antonio;Sarzani, Riccardo;Olivieri, Fabiola;Malavolta, Marco;
2025-01-01

Abstract

Torque Teno Virus (TTV) is a widespread commensal virus within the human virome, characterized by a high prevalence in human population and an unclear pathogenic role. Over the past three decades, TTV has garnered increasing attention due to its ability to establish lifelong chronic viremia, which intriguingly fluctuates among individuals in relation to immune competence status, with a typical peak after an organ transplantation, followed by a plateau and a slow decrease. The regulatory mechanisms underlying TTV infection remain elusive, and factors influencing its interactions with the immune system have yet to be identified. To explore this complex interplay, we analyzed DNA methylation patterns associated with TTV load in older adult hospitalized patients (mean age: 83.15 ± 7.49) from the PROMOTERA cohort. In this study, we present for the first time the identification of differentially methylated probes (DMPs) correlated to TTV load in our cohort. The statistically significant DMPs were located in genes involved in immune regulation and lipid metabolism. To further characterize these findings, we performed an exploratory enrichment analysis by applying several p-value thresholds, which yielded multiple gene lists derived from the sets of significant probes. Genes associated with this epigenetic signature were found to enrich functional pathways related to immune activation, leukocyte differentiation, and cytokine production, while additional significantly enriched gene sets were involved in cell–cell adhesion and cell migration processes. Since our analysis followed an exploratory approach, these results should be interpreted as hypothesis-generating and warrant further investigation.
2025
Aging; Differential methylation analysis; Gene set enrichment analysis; Immunity; Torque Teno Virus
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/349972
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