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Diagnostic blood RNA profiles for human acute spinal cord injury
- 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.
- Subjects :
- 0301 basic medicine
Oncology
Neurodegenerative
Medical and Health Sciences
Transcriptome
0302 clinical medicine
Gene expression
Leukocytes
Immunology and Allergy
Gene Regulatory Networks
Stage (cooking)
Spinal Cord Injury
Spinal cord injury
screening and diagnosis
food and beverages
Injuries and accidents
Peripheral
Detection
medicine.medical_specialty
Physical Injury - Accidents and Adverse Effects
Immunology
03 medical and health sciences
Immune system
Text mining
Clinical Research
Internal medicine
Genetics
medicine
Humans
Traumatic Head and Spine Injury
Spinal Cord Injuries
business.industry
Gene Expression Profiling
Neurosciences
Brief Definitive Report
medicine.disease
4.1 Discovery and preclinical testing of markers and technologies
Clinical trial
Good Health and Well Being
Gene Ontology
Logistic Models
030104 developmental biology
Gene Expression Regulation
Case-Control Studies
RNA
business
030217 neurology & neurosurgery
Neuroscience
Subjects
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