Diagnostic blood RNA profiles for human acute spinal cord injury

Author:

Kyritsis Nikos123ORCID,Torres-Espín Abel123ORCID,Schupp Patrick G.24ORCID,Huie J. Russell123ORCID,Chou Austin123ORCID,Duong-Fernandez Xuan123ORCID,Thomas Leigh H.123ORCID,Tsolinas Rachel E.123ORCID,Hemmerle Debra D.123ORCID,Pascual Lisa U.5ORCID,Singh Vineeta16ORCID,Pan Jonathan Z.17ORCID,Talbott Jason F.38ORCID,Whetstone William D.9ORCID,Burke John F.2ORCID,DiGiorgio Anthony M.123ORCID,Weinstein Philip R.2610ORCID,Manley Geoffrey T.123ORCID,Dhall Sanjay S.123ORCID,Ferguson Adam R.12311ORCID,Oldham Michael C.24ORCID,Bresnahan Jacqueline C.123ORCID,Beattie Michael S.12311ORCID

Affiliation:

1. Weill Institute for Neurosciences, Brain and Spinal Injury Center, University of California, San Francisco, San Francisco, CA

2. Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA

3. Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, CA

4. Brain Tumor Center, University of California, San Francisco, San Francisco, CA

5. Orthopaedic Trauma Institute, Department of Orthopaedic Surgery, University of California, San Francisco, San Francisco, CA

6. Department of Neurology, University of California, San Francisco, San Francisco, CA

7. Department of Anesthesia and Perioperative Care, University of California, San Francisco, San Francisco, CA

8. Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA

9. Department of Emergency Medicine, University of California, San Francisco, San Francisco, CA

10. Weill Institute for Neurosciences, Institute for Neurodegenerative Diseases, Spine Center, University of California, San Francisco, San Francisco, CA

11. San Francisco Veterans Affairs Healthcare System, San Francisco, CA

Abstract

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.

Funder

U.S. Department of Defense

Craig H. Neilsen Foundation

University of California, San Francisco

Spinal Cord Injury Center of Excellence

Wings for Life

National Institute of Mental Health

National Institutes of Health

U.S. Department of Veterans Affairs

Publisher

Rockefeller University Press

Subject

Immunology,Immunology and Allergy

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3