Human mRNA in saliva can correctly identify individuals harboring acute infection

Author:

Yang Qing12ORCID,Meyerson Nicholas R.13,Paige Camille L.13,Morrison James H.4,Clark Stephen K.13,Fattor Will T.12,Decker Carolyn J.56,Steiner Halley R.125,Lian Elena7,Larremore Daniel B.189,Perera Rushika7,Poeschla Eric M.4ORCID,Parker Roy156,Dowell Robin D.128ORCID,Sawyer Sara L.12ORCID

Affiliation:

1. BioFrontiers Institute, University of Colorado Boulder, Boulder, Colorado, USA

2. Department of Molecular, Cellular, and Developmental Biology, University of Colorado Boulder, Boulder, Colorado, USA

3. Darwin Biosciences, Inc., Boulder, Colorado, USA

4. Division of Infectious Diseases, Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA

5. Department of Biochemistry, University of Colorado Boulder, Boulder, Colorado, USA

6. Howard Hughes Medical Institute, Chevy Chase, Maryland, USA

7. Center for Vector-Borne Infectious Diseases and Department of Microbiology, Immunology and Pathology, Colorado State University, Fort Collins, Colorado, USA

8. Department of Computer Science, University of Colorado Boulder, Boulder, Colorado, USA

9. Santa Fe Institute, Santa Fe, New Mexico, USA

Abstract

ABSTRACT The COVID-19 pandemic demonstrated the poor ability of body temperature to reliably identify SARS-CoV-2-infected individuals, an observation that has been made before in the context of other infectious diseases. While acute infection does not always cause fever, it does reliably drive host transcriptional responses as the body responds at the site of infection. These transcriptional changes can occur both in cells that are directly harboring replicating pathogens and in cells elsewhere that receive a molecular signal that infection is occurring. Here, we identify a core set of approximately 70 human genes that are together upregulated in cultured human cells infected by a broad array of viral, bacterial, and fungal pathogens. We have named these “core response” genes. In theory, transcripts from these genes could serve as biomarkers of infection in the human body, in a way that is agnostic to the specific pathogen causing infection. As such, we perform human studies to show that these infection-induced human transcripts can be measured in the saliva of people harboring different types of infections. The number of these transcripts in saliva can correctly classify infection status (whether a person harbors an infection) 91% of the time. Furthermore, in the case of SARS-CoV-2 specifically, the number of core response transcripts in saliva correctly identifies infectious individuals even when enrollees, themselves, are asymptomatic and do not know they are infected. IMPORTANCE There are a variety of clinical and laboratory criteria available to clinicians in controlled healthcare settings to help them identify whether an infectious disease is present. However, in situations such as a new epidemic caused by an unknown infectious agent, in health screening contexts performed within communities and outside of healthcare facilities or in battlefield or potential biowarfare situations, this gets more difficult. Pathogen-agnostic methods for rapid screening and triage of large numbers of people for infection status are needed, in particular methods that might work on an easily accessible biospecimen like saliva. Here, we identify a small, core set of approximately 70 human genes whose transcripts serve as saliva-based biomarkers of infection in the human body, in a way that is agnostic to the specific pathogen causing infection.

Funder

DOD | Defense Threat Reduction Agency

Burroughs Wellcome Fund

Colorado Office of Economic Development and International Trade

Boettcher Foundation

Howard Hughes Medical Institute

Publisher

American Society for Microbiology

Subject

Virology,Microbiology

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