Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic Platform

Background: Technology platforms that afford biomarker discovery in patients suffering from traumatic brain injury (TBI) remain an unmet medical need. Here, we describe an observational pilot study to explore the utility of an alternating current electrokinetic (ACE) microchip device in this context...

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Main Authors: Jean M. Lewis, Sanjay Dhawan, Augustine C. Obirieze, Benjamin Sarno, Johnny Akers, Michael J. Heller, Clark C. Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Neurology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fneur.2020.00685/full
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spelling doaj-80f027e63b574817985b423979163ca62020-11-25T03:10:34ZengFrontiers Media S.A.Frontiers in Neurology1664-22952020-07-011110.3389/fneur.2020.00685551155Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic PlatformJean M. Lewis0Sanjay Dhawan1Augustine C. Obirieze2Benjamin Sarno3Johnny Akers4Michael J. Heller5Michael J. Heller6Clark C. Chen7Department of Nanoengineering, University of California, San Diego, San Diego, CA, United StatesDepartment of Neurosurgery, University of Minnesota, Minneapolis, MN, United StatesDepartment of Nanoengineering, University of California, San Diego, San Diego, CA, United StatesDepartment of Nanoengineering, University of California, San Diego, San Diego, CA, United StatesVisiCELL Medical Inc., San Diego, CA, United StatesDepartment of Nanoengineering, University of California, San Diego, San Diego, CA, United StatesDepartment of Bioengineering, University of California, San Diego, San Diego, CA, United StatesDepartment of Neurosurgery, University of Minnesota, Minneapolis, MN, United StatesBackground: Technology platforms that afford biomarker discovery in patients suffering from traumatic brain injury (TBI) remain an unmet medical need. Here, we describe an observational pilot study to explore the utility of an alternating current electrokinetic (ACE) microchip device in this context.Methods: Blood samples were collected from participating subjects with and without minor TBI. Plasma levels of glial fibrillary acidic protein (GFAP), Tau, ubiquitin C-terminal hydrolase L1 (UCH-L1), and cell-free DNA (cfDNA) were determined in subjects with and without minor TBI using ACE microchip device followed by on-chip immunofluorescent analysis. Post-concussive symptoms were assessed using the Rivermead Post Concussion Symptoms Questionnaire (RPCSQ) at one-month follow-up.Results: Highest levels of GFAP, UCH-L1, and Tau were seen in two minor TBI subjects with abnormality on head computed tomography (CT). In patients without abnormal head CT, Tau and GFAP levels discriminated between plasma from minor-TBI and non-TBI patients, with sensitivity and specificity of 64–72 and 50%, respectively. Plasma GFAP, UCH-L1, and Tau strongly correlated with the cumulative RPCSQ score. Plasma UCH-L1 and GFAP exhibited highest correlation to sensitivity to noise and light (r = 0.96 and 0.91, respectively, p < 0.001). Plasma UCH-L1 and Tau showed highest correlation with headache (r = 0.74 and 0.78, respectively, p < 0.001), sleep disturbance (r = 0.69 and 0.84, respectively, p < 0.001), and cognitive symptoms, including forgetfulness (r = 0.76 and 0.74, respectively, p < 0.001), poor concentration (r = 0.68 and 0.76, respectively, p < 0.001), and time required for information processing (r = 0.77 and 0.81, respectively, p < 0.001). cfDNA exhibited a strong correlation with depression (r = 0.79, p < 0.01) and dizziness (r = 0.69, p < 0.01). While cfDNA demonstrated positive correlation with dizziness and depression (r = 0.69 and 0.79, respectively, p < 0.001), no significant correlation was observed between cumulative RPCSQ and cfDNA (r = 0.07, p = 0.81).Conclusion: We provide proof-of-principle results supporting the utility of ACE microchip for plasma biomarker analysis in patients with minor TBI.https://www.frontiersin.org/article/10.3389/fneur.2020.00685/fullalternating current electrokineticstraumatic brain injurybiomarkersextracellular vesiclesconcussion
collection DOAJ
language English
format Article
sources DOAJ
author Jean M. Lewis
Sanjay Dhawan
Augustine C. Obirieze
Benjamin Sarno
Johnny Akers
Michael J. Heller
Michael J. Heller
Clark C. Chen
spellingShingle Jean M. Lewis
Sanjay Dhawan
Augustine C. Obirieze
Benjamin Sarno
Johnny Akers
Michael J. Heller
Michael J. Heller
Clark C. Chen
Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic Platform
Frontiers in Neurology
alternating current electrokinetics
traumatic brain injury
biomarkers
extracellular vesicles
concussion
author_facet Jean M. Lewis
Sanjay Dhawan
Augustine C. Obirieze
Benjamin Sarno
Johnny Akers
Michael J. Heller
Michael J. Heller
Clark C. Chen
author_sort Jean M. Lewis
title Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic Platform
title_short Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic Platform
title_full Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic Platform
title_fullStr Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic Platform
title_full_unstemmed Plasma Biomarker for Post-concussive Syndrome: A Pilot Study Using an Alternating Current Electro-Kinetic Platform
title_sort plasma biomarker for post-concussive syndrome: a pilot study using an alternating current electro-kinetic platform
publisher Frontiers Media S.A.
series Frontiers in Neurology
issn 1664-2295
publishDate 2020-07-01
description Background: Technology platforms that afford biomarker discovery in patients suffering from traumatic brain injury (TBI) remain an unmet medical need. Here, we describe an observational pilot study to explore the utility of an alternating current electrokinetic (ACE) microchip device in this context.Methods: Blood samples were collected from participating subjects with and without minor TBI. Plasma levels of glial fibrillary acidic protein (GFAP), Tau, ubiquitin C-terminal hydrolase L1 (UCH-L1), and cell-free DNA (cfDNA) were determined in subjects with and without minor TBI using ACE microchip device followed by on-chip immunofluorescent analysis. Post-concussive symptoms were assessed using the Rivermead Post Concussion Symptoms Questionnaire (RPCSQ) at one-month follow-up.Results: Highest levels of GFAP, UCH-L1, and Tau were seen in two minor TBI subjects with abnormality on head computed tomography (CT). In patients without abnormal head CT, Tau and GFAP levels discriminated between plasma from minor-TBI and non-TBI patients, with sensitivity and specificity of 64–72 and 50%, respectively. Plasma GFAP, UCH-L1, and Tau strongly correlated with the cumulative RPCSQ score. Plasma UCH-L1 and GFAP exhibited highest correlation to sensitivity to noise and light (r = 0.96 and 0.91, respectively, p < 0.001). Plasma UCH-L1 and Tau showed highest correlation with headache (r = 0.74 and 0.78, respectively, p < 0.001), sleep disturbance (r = 0.69 and 0.84, respectively, p < 0.001), and cognitive symptoms, including forgetfulness (r = 0.76 and 0.74, respectively, p < 0.001), poor concentration (r = 0.68 and 0.76, respectively, p < 0.001), and time required for information processing (r = 0.77 and 0.81, respectively, p < 0.001). cfDNA exhibited a strong correlation with depression (r = 0.79, p < 0.01) and dizziness (r = 0.69, p < 0.01). While cfDNA demonstrated positive correlation with dizziness and depression (r = 0.69 and 0.79, respectively, p < 0.001), no significant correlation was observed between cumulative RPCSQ and cfDNA (r = 0.07, p = 0.81).Conclusion: We provide proof-of-principle results supporting the utility of ACE microchip for plasma biomarker analysis in patients with minor TBI.
topic alternating current electrokinetics
traumatic brain injury
biomarkers
extracellular vesicles
concussion
url https://www.frontiersin.org/article/10.3389/fneur.2020.00685/full
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