Host-response transcriptional biomarkers accurately discriminate bacterial and viral infections of global relevance

Abstract Diagnostic limitations challenge management of clinically indistinguishable acute infectious illness globally. Gene expression classification models show great promise distinguishing causes of fever. We generated transcriptional data for a 294-participant (USA, Sri Lanka) discovery cohort w...

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Bibliographic Details
Main Authors: Emily R. Ko, Megan E. Reller, L. Gayani Tillekeratne, Champica K. Bodinayake, Cameron Miller, Thomas W. Burke, Ricardo Henao, Micah T. McClain, Sunil Suchindran, Bradly Nicholson, Adam Blatt, Elizabeth Petzold, Ephraim L. Tsalik, Ajith Nagahawatte, Vasantha Devasiri, Matthew P. Rubach, Venance P. Maro, Bingileki F. Lwezaula, Wasantha Kodikara-Arachichi, Ruvini Kurukulasooriya, Aruna D. De Silva, Danielle V. Clark, Kevin L. Schully, Deng Madut, J. Stephen Dumler, Cecilia Kato, Renee Galloway, John A. Crump, Geoffrey S. Ginsburg, Timothy D. Minogue, Christopher W. Woods
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49734-6