google-site-verification: googlec7193c3de77668c9.html

Discovery of a new gene pattern could help doctors identify Ebola faster and more accurately

[

Discovery of a new gene pattern could help doctors identify Ebola faster and more accurately
Principal component analysis (PCA) of gene expression profiles using the top 10 GLMQL-MAS selected genes from the Ebola training dataset. Panel (a) shows the distribution of control and RT-qPCR positive samples before applying GLMQL-MAS, based on all genes. Panel (b) shows the separation between the same groups after applying GLMQL-MAS and using only the top 10 selected genes: OAS1, IFI44L, OAS2, CASP5, USP18, MX1, IFI44, DDX60, OASL, and TLR3. Panels (c–e) display the distribution of control versus MPXV (DPI 7), HIV and influenza-positive samples, respectively, using the same 10 genes. Credit: Frontiers in Genetics (2026). DOI: 10.3389/fgene.2026.1793277

When someone is infected with Ebola, the body mounts a strong immune response, as it does in response to many pathogens. Researchers at the Wake Forest Institute for Regenerative Medicine (WFIRM) have now made an important discovery that could help doctors tell Ebola apart from other infections more quickly. The findings are published in Frontiers in Genetics.

“Many infections trigger very similar immune responses in the body, making it difficult to distinguish one disease from another based on gene expression alone,” said Mostafa Rezapour, Ph.D., lead author and researcher at WFIRM. “Our approach goes beyond traditional analysis by systematically removing these shared signals, allowing us to identify what is truly specific to Ebola virus infection.”

The overlap of response by Ebola and other pathogens has made it difficult to find markers that are truly unique to Ebola.

The team compared blood samples from Ebola-infected animals and people with samples from patients with other illnesses such as mpox, influenza, COVID-19, bacterial pneumonia, and HIV. By removing genes that were shared across these infections, they were able to pinpoint 281 genes that appear to be specific to Ebola.

They then identified a top-50 gene set and one “genetic fingerprint” specific to Ebola that correctly identified Ebola cases 95% of the time. This discovery could help scientists develop better diagnostic tests, especially in outbreak settings where quick and accurate detection saves lives.

“These findings demonstrate how advanced computational genomics can uncover disease‑specific biological signals that traditional approaches often miss,” said Anthony Atala, M.D., director of WFIRM and senior author of the study. “This work strengthens our ability to distinguish highly dangerous pathogens using host responses and advances the development of more precise diagnostic strategies.”

More information

Mostafa Rezapour et al, Exploring Ebola virus-associated gene expression through comparative analysis, Frontiers in Genetics (2026). DOI: 10.3389/fgene.2026.1793277

Key medical concepts

Ebola

Provided by
Wake Forest Institute for Regenerative Medicine

Citation:
Discovery of a new gene pattern could help doctors identify Ebola faster and more accurately (2026, May 3)
retrieved 3 May 2026
from https://medicalxpress.com/news/2026-04-discovery-gene-pattern-doctors-ebola.html

Advertisements

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.




Source link

Views: 0

See also  Machine learning identifies statin and phenothiazine combo for neuroblastoma treatment

Check Also

Medicaid restrictions could lead to over 1 million missed cancer screenings

[ Credit: Pixabay/CC0 Public Domain A research letter from experts at the University of Chicago …

Physicians benefit from AI when making nuanced clinical decisions, study shows

[ Artificial intelligence-powered chatbots are getting pretty good at diagnosing some diseases, even when they …

Lithium not working? Large-scale study highlights favorable treatment strategies for bipolar disorder

[ Credit: Image generated by the editorial team using AI for illustrative purposes. Bipolar disorder …

Leave a Reply

Available for Amazon Prime