LC-MS/MS-Based Proteomics Approach for the Identification of Candidate Serum Biomarkers in Patients with Narcolepsy Type 1

dc.contributor.authorSanni, Akeem
dc.contributor.authorGoli, Mona
dc.contributor.authorZhao, Jingfu
dc.contributor.authorWang, Junyao
dc.contributor.authorBarsa, Chloe
dc.contributor.authorEl Hayek, Samer A.
dc.contributor.authorTalih, Farid Ramzi
dc.contributor.authorLanuzza, Bartolo
dc.contributor.authorKobeissy, Firas H.
dc.contributor.authorPlazzi, Giuseppe
dc.contributor.authorMoresco, Monica
dc.contributor.authorMondello, Stefania
dc.contributor.authorFerri, Raffaele
dc.contributor.authorMechref, Yehia S.
dc.contributor.departmentBiochemistry and Molecular Genetics
dc.contributor.departmentPsychiatry
dc.contributor.facultyFaculty of Medicine (FM)
dc.contributor.institutionAmerican University of Beirut
dc.date.accessioned2025-01-24T11:38:34Z
dc.date.available2025-01-24T11:38:34Z
dc.date.issued2023
dc.description.abstractNarcolepsy type 1 (NT1) is the most common type of narcolepsy known to be caused by the loss of specific neurons responsible for producing peptide neurotransmitters (orexins/hypocretins), resulting in a sleep-wake cycle disorder. It is characterized by its association with cataplexy and abnormalities in rapid eye movement. To date, no cure has been established for this life-threatening condition. Misdiagnosis of NT1 is also quite common, although it is not exceedingly rare. Therefore, successfully identifying candidate serum biomarkers for NT1 would be a head start for accurate diagnosis and development of therapeutics for this disorder. This study aims to identify such potential serum biomarkers. A depletion protocol was employed for 27 human serum samples (16 NT1 and 11 healthy controls), followed by applying LC-MS/MS bottom-up proteomics analysis, then LC-PRM-MS for validation. The comparison of the proteome profiles of the low-abundant proteins in the samples was then investigated based on age, sex, sample groups, and the presence of the Human Leukocyte Antigen (HLA) DQB1*0602 allele. The results were tracked to gene expression studies as well as system biology to identify key proteins and understand their relationship in the pathogenesis of NT1. Our results revealed 36 proteins significantly and differentially expressed. Among the impaired pathways and bioprocesses, the complement activation pathway is impaired by six of the differentially expressed proteins (DEPs). They are coded by the genes C2, CFB, C5, C1R, C1S, and MASP1, while 11 DEPs are involved in Acute Phase Response Signaling (APRS), which are coded by the genes FN1, AMBP, APOH, CFB, CP, ITIH2, C5, C2, F2, C1, and ITIH4. The combined AUCs of the downregulated and upregulated DEPs are 0.95 and 0.76, respectively. Overall, this study reveals potential serum-protein biomarkers of NT1 and explains the possible correlation between the biomarkers and pathophysiological effects, as well as important biochemical pathways involved in NT1. © 2023 by the authors.
dc.identifier.doihttps://doi.org/10.3390/biom13030420
dc.identifier.eid2-s2.0-85151110561
dc.identifier.pmid36979356
dc.identifier.urihttp://hdl.handle.net/10938/29081
dc.language.isoen
dc.publisherMDPI
dc.relation.ispartofBiomolecules
dc.sourceScopus
dc.subjectAutoimmunity
dc.subjectNt1
dc.subjectOrexin/hypocretin
dc.subjectPathophysiology
dc.subjectSerum-protein biomarkers
dc.subjectBiomarkers
dc.subjectChromatography, liquid
dc.subjectHumans
dc.subjectNarcolepsy
dc.subjectOrexins
dc.subjectProteomics
dc.subjectTandem mass spectrometry
dc.subjectBiological marker
dc.subjectHla dqb1 antigen
dc.subjectOrexin
dc.subjectAcute phase response
dc.subjectArticle
dc.subjectBioinformatics
dc.subjectBlood sampling
dc.subjectCellular distribution
dc.subjectChromatography by mobile phase
dc.subjectClinical article
dc.subjectControlled study
dc.subjectDifferential gene expression
dc.subjectDown regulation
dc.subjectElectrospray mass spectrometry
dc.subjectGene expression
dc.subjectGene ontology
dc.subjectHuman
dc.subjectKegg
dc.subjectLiquid chromatography-mass spectrometry
dc.subjectQuantitative analysis
dc.subjectSystems biology
dc.subjectUpregulation
dc.subjectGenetics
dc.subjectLiquid chromatography
dc.titleLC-MS/MS-Based Proteomics Approach for the Identification of Candidate Serum Biomarkers in Patients with Narcolepsy Type 1
dc.typeArticle

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