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Diagnostic blood RNA profiles for human acute spinal cord injury

Authors :
J. Russell Huie
Leigh H. Thomas
Vineeta Singh
Jonathan Z. Pan
Nikos Kyritsis
Michael S. Beattie
Rachel E. Tsolinas
Sanjay S. Dhall
John F. Burke
Austin Chou
William D. Whetstone
Michael C. Oldham
Jason F. Talbott
Philip Weinstein
Xuan Duong-Fernandez
Geoffrey T. Manley
Jacqueline C. Bresnahan
Lisa U. Pascual
Adam R. Ferguson
Patrick G. Schupp
Anthony M DiGiorgio
Abel Torres-Espín
Debra D. Hemmerle
Source :
The Journal of Experimental Medicine, The Journal of experimental medicine, vol 218, iss 3
Publication Year :
2021
Publisher :
Rockefeller University Press, 2021.

Abstract

This study demonstrates how gene expression profiles of white blood cells in acute spinal cord injury patients can be utilized for the diagnosis of the injury severity and the neurological level of injury.<br />Diagnosis of spinal cord injury (SCI) severity at the ultra-acute stage is of great importance for emergency clinical care of patients as well as for potential enrollment into clinical trials. The lack of a diagnostic biomarker for SCI has played a major role in the poor results of clinical trials. We analyzed global gene expression in peripheral white blood cells during the acute injury phase and identified 197 genes whose expression changed after SCI compared with healthy and trauma controls and in direct relation to SCI severity. Unsupervised coexpression network analysis identified several gene modules that predicted injury severity (AIS grades) with an overall accuracy of 72.7% and included signatures of immune cell subtypes. Specifically, for complete SCIs (AIS A), ROC analysis showed impressive specificity and sensitivity (AUC: 0.865). Similar precision was also shown for AIS D SCIs (AUC: 0.938). Our findings indicate that global transcriptomic changes in peripheral blood cells have diagnostic and potentially prognostic value for SCI severity.

Details

ISSN :
15409538 and 00221007
Volume :
218
Database :
OpenAIRE
Journal :
Journal of Experimental Medicine
Accession number :
edsair.doi.dedup.....7dc24eb359a046de6bcfc017fc33c166
Full Text :
https://doi.org/10.1084/jem.20201795