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Detection of viruses by RNA and DNA sequencing has improved the understanding of the human virome. We sought to identify blood viral signatures through secondary use of RNA-sequencing (RNA-seq) data in a large study cohort. The ability to reveal undiagnosed infections with public health implications among study subjects with available sequencing data could enable epidemiologic surveys and may lead to diagnosis and therapeutic interventions, leveraging existing research data in a clinical context. We detected viral RNA in peripheral blood RNA-seq data from a COPD-enriched population of current and former smokers. Correlation between viral detection and both reported infections and relevant disease outcomes was evaluated. We identified Hepatitis C virus RNA in 228 subjects and HIV RNA in 30 subjects. Overall, we observed 31 viral species, including Epstein-Barr virus and Cytomegalovirus. We observed an enrichment of Hepatitis C and HIV infections among subjects reporting liver disease and HIV infections, respectively. Higher interferon expression scores were observed in the subjects with Hepatitis C and HIV infections. Through secondary use of RNA-seq from a cohort of current and former smokers, we detected peripheral blood viral signatures. We identified HIV and Hepatitis C virus (HCV), highlighting potential public health implications for the approach described this study. We observed correlations with reported infections, chronic infection outcomes and the host transcriptomic response, providing evidence to support the validity of the approach.
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http://dx.doi.org/10.1038/s41598-023-28156-4 | DOI Listing |
JAMA
September 2025
Section of Infectious Diseases, Department of Medicine, Boston Medical Center, Boston, Massachusetts.
Child Prot Pract
April 2025
Division of Violence Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA, USA.
Introduction: In the U.S., child abuse and neglect (CAN) is a significant public health problem.
View Article and Find Full Text PDFJHEP Rep
October 2025
HEOR-Global Value and Access, Gilead Sciences, Inc., Foster City, CA, USA.
Background & Aims: HDV leads to the most severe form of viral hepatitis. It has been estimated to affect 5-13% of people who have chronic HBV worldwide. Evidence of HDV incidence, prevalence, and disease burden in Spain is limited.
View Article and Find Full Text PDFSex Transm Dis
September 2025
Departments of Global Health, Medicine, and Epidemiology, University of Washington (JN Wasserheit), National Center for HIV, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention (J Mermin and BP Stoner), and Rietmeijer Consulting (CA Rietmeijer).
mBio
September 2025
Fred Hutchinson Cancer Center, Vaccine and Infectious Disease Division, Seattle, Washington, USA.
Accurate timing estimates of when participants acquire HIV in HIV prevention trials are necessary for determining antibody levels at acquisition. The Antibody-Mediated Prevention (AMP) Studies showed that a passively administered broadly neutralizing antibody can prevent the acquisition of HIV from a neutralization-sensitive virus. We developed a pipeline for estimating the date of detectable HIV acquisition (DDA) in AMP Study participants using diagnostic and viral sequence data.
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