Stress-caused Anergy of Leukocytes towards Staphylococcal enterotoxin B and Exposure Transcriptome Signatures

Abstract

Leucocytes from soldiers exposed to battlefield-like stress (RASP: Rangers Assessment and Selection Program) were exposed in vitro to Staphylococcal enterotoxin B (SEB). We assayed SEB-induced regulation of gene expression, both in the presence and absence of severe stress, to generate two sets of gene profiles. One set of transcripts and microRNAs were specific to post-RASP SEB exposure, and another set were signatures of SEB exposure common to both the pre- and post-RASP leucocytes. Pathways and upstream regulatory analyses indicated that the post-RASP SEB-signature transcripts were manifestation of the anergic state of post-RASP leucocytes. These were further verified using expression-based predictions of cellular processes and literature searches. Specificity of the second set of transcripts to SEB exposure was verified using machine-learning algorithms on our and four other (Gene Expression Omnibus) data sets. Cell adhesion, coagulation, hypoxia and vascular endothelial growth factor-mediated vascular leakage were SEB-specific pathways even under the background of severe stress. Hsa-miR-155-3p was the top SEB exposure predictor in our data set, and C-X-C motif chemokine ligand 9 was SEB specific in all the analyzed data sets. The SEB-signature transcripts (which also showed distinct expression signatures from Yersinia pestis and dengue virus) may serve as potential biomarkers of SEB exposure even under the background of stress.

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Document Details

Document Type
Technical Report
Publication Date
May 28, 2015
Accession Number
ADA622988

Entities

People

  • Christiano Cummings
  • David Y. Yang
  • Marti Jett
  • Rasha Hammamieh
  • Seid Muhie

Organizations

  • U.S. Army Center for Environmental Health Research

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Biological Factors
  • Blood
  • Cell Physiological Processes
  • Cells
  • Chemical Synthesis
  • Chemistry
  • Dna Microarrays
  • Gene Expression
  • Growth Factors
  • Immune System
  • Leukocytes
  • Lymphocytes
  • Machine Learning
  • Peptide Growth Factors
  • Peptides
  • Proteins

Fields of Study

  • Biology

Readers

  • Auditory Neuroscience/Auditory Physiology.
  • Microbial Pathology
  • Traumatic Brain Injury (TBI) and Cognitive Aging in the Guam and Border Populations Affected by Alzheimer's Disease and Tau-Associated Dementias.

Technology Areas

  • AI & ML