Neuroproteomics and systems biology approach to identify temporal biomarker changes post experimental traumatic brain injury in rats

dc.contributor.authorKobeissy, Firas H.
dc.contributor.authorGuingab-Cagmat, Joy D.
dc.contributor.authorZhang, Zhiqun
dc.contributor.authorMoghieb, Ahmed M.
dc.contributor.authorGlushakova, Olena Y.
dc.contributor.authorMondello, Stefania
dc.contributor.authorBoutté, Angela M.
dc.contributor.authorAnagli, John Y.
dc.contributor.authorRubenstein, Richard
dc.contributor.authorBahmad, Hisham F.
dc.contributor.authorWagner, Amy Kathleen
dc.contributor.authorHayes, Ronald Lawrence
dc.contributor.authorWang, Kevin Ka Wang
dc.contributor.departmentAnatomy, Cell Biology, and Physiological Sciences
dc.contributor.facultyFaculty of Medicine (FM)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T11:36:36Z
dc.date.available2025-01-24T11:36:36Z
dc.date.issued2016
dc.description.abstractTraumatic brain injury (TBI) represents a critical health problem of which diagnosis, management, and treatment remain challenging. TBI is a contributing factor in approximately one-third of all injury-related deaths in the United States. The Centers for Disease Control and Prevention estimate that 1.7 million people suffer a TBI in the United States annually. Efforts continue to focus on elucidating the complex molecular mechanisms underlying TBI pathophysiology and defining sensitive and specific biomarkers that can aid in improving patient management and care. Recently, the area of neuroproteomics-systems biology is proving to be a prominent tool in biomarker discovery for central nervous system injury and other neurological diseases. In this work, we employed the controlled cortical impact (CCI) model of experimental TBI in rat model to assess the temporal-global proteome changes after acute (1 day) and for the first time, subacute (7 days), post-injury time frame using the established cation-anion exchange chromatography-1D SDS gel electrophoresis LC-MS/MS platform for protein separation combined with discrete systems biology analyses to identify temporal biomarker changes related to this rat TBI model. Rather than focusing on any one individual molecular entity, we used in silico systems biology approach to understand the global dynamics that govern proteins that are differentially altered post-injury. In addition, gene ontology analysis of the proteomic data was conducted in order to categorize the proteins by molecular function, biological process, and cellular localization. Results show alterations in several proteins related to inflammatory responses and oxidative stress in both acute (1 day) and subacute (7 days) periods post-TBI. Moreover, results suggest a differential upregulation of neuroprotective proteins at 7 days post-CCI involved in cellular functions such as neurite growth, regeneration, and axonal guidance. Our study is among the first to assess temporal neuroproteome changes in the CCI model. Data presented here unveil potential neural biomarkers and therapeutic targets that could be used for diagnosis, for treatment and, most importantly, for temporal prognostic assessment following brain injury. Of interest, this work relies on in silico bioinformatics approach to draw its conclusion; further work is conducted for functional studies to validate and confirm the omics data obtained. © 2016 Kobeissy, Guingab-Cagmat, Zhang, Moghieb, Glushakova, Mondello, Boutté, Anagli, Rubenstein, Bahmad, Wagner, Hayes and Wang.
dc.identifier.doihttps://doi.org/10.3389/fneur.2016.00198
dc.identifier.eid2-s2.0-85006085713
dc.identifier.urihttp://hdl.handle.net/10938/28653
dc.language.isoen
dc.publisherFrontiers Media S.A.
dc.relation.ispartofFrontiers in Neurology
dc.sourceScopus
dc.subjectBiomarker
dc.subjectControlled cortical impact
dc.subjectInflammation
dc.subjectOxidative stress
dc.subjectPrognosis and therapeutics
dc.subjectProteomics
dc.subjectTraumatic brain injury
dc.subjectBiological marker
dc.subjectCalmodulin
dc.subjectCasein kinase
dc.subjectCasein kinase substrate in neurons protein 1
dc.subjectCrym protein
dc.subjectElongation factor 2
dc.subjectLactate dehydrogenase
dc.subjectLactate dehydrogenase b chain
dc.subjectLipocortin 5
dc.subjectNeurofascin
dc.subjectPeptidylprolyl isomerase pin1
dc.subjectProtein disulfide isomerase
dc.subjectProtein kinase c
dc.subjectProteome
dc.subjectSuperoxide dismutase
dc.subjectThyroid hormone
dc.subjectUnclassified drug
dc.subjectVinculin
dc.subjectAnimal cell
dc.subjectAnimal experiment
dc.subjectAnimal model
dc.subjectAnimal tissue
dc.subjectAnion exchange chromatography
dc.subjectArticle
dc.subjectAxonal guidance
dc.subjectBioinformatics
dc.subjectCell function
dc.subjectCellular distribution
dc.subjectComputer model
dc.subjectControlled study
dc.subjectDown regulation
dc.subjectExperimental traumatic brain injury
dc.subjectFemale
dc.subjectGene ontology
dc.subjectIon exchange chromatography
dc.subjectMale
dc.subjectNerve fiber growth
dc.subjectNeuroproteomics
dc.subjectNonhuman
dc.subjectPolyacrylamide gel electrophoresis
dc.subjectProtein analysis
dc.subjectProtein expression
dc.subjectProtein function
dc.subjectProtein isolation
dc.subjectRat
dc.subjectRegeneration
dc.subjectReversed phase liquid chromatography
dc.subjectSystems biology
dc.subjectTandem mass spectrometry
dc.subjectUpregulation
dc.titleNeuroproteomics and systems biology approach to identify temporal biomarker changes post experimental traumatic brain injury in rats
dc.typeArticle

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