Novel severe traumatic brain injury blood outcome biomarkers identified with proximity extension assay

被引:4
作者
Fraser, Douglas D. [1 ,2 ,3 ,4 ]
Chen, Michelle [7 ]
Ren, Annie [7 ]
Miller, Michael R. [2 ,8 ]
Martin, Claudio [8 ]
Daley, Mark [8 ]
Diamandis, Eleftherios P. [6 ,7 ,9 ,10 ]
Prassas, Ioannis [5 ,6 ]
机构
[1] London Hlth Sci Ctr, Lawson Hlth Res Inst, Room C2-C82,800 Commissioners Rd East, London, ON N6A 5W9, Canada
[2] Western Univ, Pediat, London, ON, Canada
[3] Western Univ, Clin Neurol Sci, London, ON, Canada
[4] NeuroLytixs Inc, Toronto, ON, Canada
[5] Mt Sinai Hosp, Joseph & Wolf Lebov Ctr, Pathol & Lab Med, 60 Murray St Box 32 Floor 6,Room L6-201, Toronto, ON M5T 3L9, Canada
[6] Mt Sinai Hosp, Lunenfeld Tanenbaum Res Inst, Toronto, ON, Canada
[7] Univ Toronto, Lab Med & Pathobiol, Toronto, ON, Canada
[8] Lawson Hlth Res Inst, London, ON, Canada
[9] Mt Sinai Hosp, Pathol & Lab Med, Toronto, ON, Canada
[10] Univ Hlth Network, Clin Biochem, Toronto, ON, Canada
关键词
biomarkers; intensive care unit; outcome; proteomics; traumatic brain injury; TRANSLATIONAL RESEARCH; PATHOPHYSIOLOGY; RECEPTOR;
D O I
10.1515/cclm-2021-0103
中图分类号
R446 [实验室诊断]; R-33 [实验医学、医学实验];
学科分类号
1001 ;
摘要
Objectives: Severe traumatic brain injury (sTBI) patients suffer high mortality. Accurate prognostic biomarkers have not been identified. In this exploratory study, we performed targeted proteomics on plasma obtained from sTBI patients to identify potential outcome biomarkers. Methods: Blood sample was collected from patients admitted to the ICU suffering a sTBI, using standardized clinical and computerized tomography (CT) imaging criteria. Age- and sex-matched healthy control subjects and sTBI patients were enrolled. Targeted proteomics was performed on plasma with proximity extension assays (1,161 proteins). Results: Cohorts were well-balanced for age and sex. The majority of sTBI patients were injured in motor vehicle collisions and the most frequent head CT finding was subarachnoid hemorrhage. Mortality rate for sTBI patients was 40%. Feature selection identified the top performing 15 proteins for identifying sTBI patients from healthy control subjects with a classification accuracy of 100%. The sTBI proteome was dominated bymarkers of vascular pathology, immunity/inflammation, cell survival and macrophage/microglia activation. Receiver operating characteristic (ROC) curve analyses demonstrated areas-under-the-curves (AUC) for identifying sTBI that ranged from 0.870-1.000 (p=0.005). When mortality was used as outcome, ROC curve analyses identified the top 3 proteins as Willebrand factor (vWF), Wnt inhibitory factor-1 (WIF-1), and colony stimulating factor-1 (CSF-1). Combining vWF with either WIF-1 or CSF-1 resulted in excellent mortality prediction with AUC of 1.000 for both combinations (p=0.011). Conclusions: Targeted proteomics with feature classification and selection distinguished sTBI patients from matched healthy control subjects. Two protein combinations were identified that accurately predicted sTBI patient mortality. Our exploratory findings require confirmation in larger sTBI patient populations.
引用
收藏
页码:1662 / 1669
页数:8
相关论文
共 40 条
  • [1] Traumatic Brain Injury Pathophysiology and Treatments: Early, Intermediate, and Late Phases Post-Injury
    Algattas, Hanna
    Huang, Jason H.
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2014, 15 (01) : 309 - 341
  • [2] Homogenous 96-Plex PEA Immunoassay Exhibiting High Sensitivity, Specificity, and Excellent Scalability
    Assarsson, Erika
    Lundberg, Martin
    Holmquist, Goeran
    Bjoerkesten, Johan
    Thorsen, Stine Bucht
    Ekman, Daniel
    Eriksson, Anna
    Dickens, Emma Rennel
    Ohlsson, Sandra
    Edfeldt, Gabriella
    Andersson, Ann-Catrin
    Lindstedt, Patrik
    Stenvang, Jan
    Gullberg, Mats
    Fredriksson, Simon
    [J]. PLOS ONE, 2014, 9 (04):
  • [3] Glasgow Coma Scale Scoring is Often Inaccurate
    Bledsoe, Bryan E.
    Casey, Michael J.
    Feldman, Jay
    Johnson, Larry
    Diel, Scott
    Forred, Wes
    Gorman, Codee
    [J]. PREHOSPITAL AND DISASTER MEDICINE, 2015, 30 (01) : 46 - 53
  • [4] Translational Research in Pediatrics: Tissue Sampling and Biobanking
    Brisson, Alayne R.
    Matsui, Doreen
    Rieder, Michael J.
    Fraser, Douglas D.
    [J]. PEDIATRICS, 2012, 129 (01) : 153 - 162
  • [5] Biomarkers in traumatic brain injury (TBI): a review
    Dadas, Aaron
    Washington, Jolewis
    Diaz-Arrastia, Ramon
    Janigro, Damir
    [J]. NEUROPSYCHIATRIC DISEASE AND TREATMENT, 2018, 14 : 2989 - 3000
  • [6] Brain Injury Biomarkers as Outcome Predictors in Pediatric Severe Traumatic Brain Injury
    Daoud, Hani
    Alharfi, Ibrahim
    Alhelali, Ibrahim
    Stewart, Tanya Charyk
    Qasem, Hadiah
    Fraser, Douglas D.
    [J]. NEUROCRITICAL CARE, 2014, 20 (03) : 427 - 435
  • [7] Plasma von Willebrand factor levels correlate with clinical outcome of severe traumatic brain injury
    De Oliveira, Clarissa Oliveira
    Reimer, Alexandre Gard
    Da Rocha, Adriana Brondani
    Grivicich, Ivana
    Schneider, Rogerio Fett
    Roisenberg, Israel
    Regner, Andrea
    Simon, Daniel
    [J]. JOURNAL OF NEUROTRAUMA, 2007, 24 (08) : 1331 - 1338
  • [8] Microglial Activation in Traumatic Brain Injury
    Donat, Cornelius K.
    Scott, Gregory
    Gentleman, Steve M.
    Sastre, Magdalena
    [J]. FRONTIERS IN AGING NEUROSCIENCE, 2017, 9
  • [9] Colony-Stimulating Factor 1 Receptor Signaling Is Necessary for Microglia Viability, Unmasking a Microglia Progenitor Cell in the Adult Brain
    Elmore, Monica R. P.
    Najafi, Allison R.
    Koike, Maya A.
    Dagher, Nabil N.
    Spangenberg, Elizabeth E.
    Rice, Rachel A.
    Kitazawa, Masashi
    Matusow, Bernice
    Nguyen, Hoa
    West, Brian L.
    Green, Kim N.
    [J]. NEURON, 2014, 82 (02) : 380 - 397
  • [10] Absence of Colony Stimulation Factor-1 Receptor Results in Loss of Microglia, Disrupted Brain Development and Olfactory Deficits
    Erblich, Bryna
    Zhu, Liyin
    Etgen, Anne M.
    Dobrenis, Kostantin
    Pollard, Jeffrey W.
    [J]. PLOS ONE, 2011, 6 (10):