Torque Teno Virus as a Biomarker for Infection Risk in Kidney Transplant Recipients: A Machine Learning-Enabled Cohort Study

TTV viremia may serve as a biomarker for infection risk, particularly when used with other clinical variables. The identified TTV threshold of 5.16 log<sub>10</sub> cp/mL offers a practical tool for clinical decision-making, particularly when integrated with a machine learning model. Further studies with larger cohorts are needed to validate these findings and refine clinical applications.

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Institutions

Publication Details

Journal
Infectious Disease Reports
Published
2025-09-02
DOI
https://doi.org/10.3390/idr17050107
Citations
2
Primary Topic
Animal Virus Infections Studies
Type
article
Field-Weighted Citation Impact
2.39
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article

Torque Teno Virus as a Biomarker for Infection Risk in Kidney Transplant Recipients: A Machine Learning-Enabled Cohort Study

Perpétua Gómes, Luís Ramalhete, André Weigert, Sara Querido
2 citations
Infectious Disease Reports
Animal Virus Infections Studies
2.39
article

Torque Teno Virus as a Biomarker for Infection Risk in Kidney Transplant Recipients: A Machine Learning-Enabled Cohort Study

Perpétua Gómes, Luís Ramalhete, André Weigert, Sara Querido
article en
2 citations

Abstract

TTV viremia may serve as a biomarker for infection risk, particularly when used with other clinical variables. The identified TTV threshold of 5.16 log<sub>10</sub> cp/mL offers a practical tool for clinical decision-making, particularly when integrated with a machine learning model. Further studies with larger cohorts are needed to validate these findings and refine clinical applications.

Infectious Disease ReportsVol. 17(5)
University of Lisbon (PT), Escola Superior de Saúde Egas Moniz (PT), Administração Regional de Saúde de Lisboa e Vale do Tejo (PT), Hospital de Santa Cruz (PT), Centro Hospitalar de Lisboa Ocidental (PT), Instituto de Investigacao das Pescas e do Mar (PT), Universidade Nova de Lisboa (PT)
Openalex Percentile: Top 11%
Animal Virus Infections Studies
2.39
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Torque Teno Virus as a Biomarker for Infection Risk in Kidney Transplant Recipients: A Machine Learning-Enabled Cohort Study — Perpétua Gómes, Luís Ramalhete, et al. · Infectious Disease Reports (2025) | TGRS Research Map | TGRS