Discovery of Novel Biomarkers for Diagnosing and Predicting the Progression of Multiple Sclerosis Using TMT-Based Quantitative Proteomics.


Journal

Frontiers in immunology
ISSN: 1664-3224
Titre abrégé: Front Immunol
Pays: Switzerland
ID NLM: 101560960

Informations de publication

Date de publication:
2021
Historique:
received: 25 04 2021
accepted: 05 08 2021
entrez: 7 9 2021
pubmed: 8 9 2021
medline: 15 12 2021
Statut: epublish

Résumé

Here, we aimed to identify protein biomarkers that could rapidly and accurately diagnose multiple sclerosis (MS) using a highly sensitive proteomic immunoassay. Tandem mass tag (TMT) quantitative proteomic analysis was performed to determine the differentially expressed proteins (DEPs) in cerebrospinal fluid (CSF) samples collected from 10 patients with MS and 10 non-inflammatory neurological controls (NINCs). The DEPs were analyzed using bioinformatics tools, and the candidate proteins were validated using the ELISA method in another cohort comprising 160 samples (paired CSF and plasma of 40 patients with MS, CSF of 40 NINCs, and plasma of 40 healthy individuals). Receiver operating characteristic (ROC) curves were used to determine the diagnostic potential of this method. Compared to NINCs, we identified 83 CSF-specific DEPs out of a total of 343 proteins in MS patients. Gene ontology (GO) enrichment analysis revealed that these DEPs are mainly involved in platelet degranulation, negative regulation of proteolysis, and post-translational protein modification. Pathway enrichment analysis revealed that the complement and coagulation cascades, Ras signaling pathway, and PI3K-Akt signaling pathway are the main components. Insulin-like growth factor-binding protein 7 (IGFBP7), insulin-like growth factor 2 (IGF2), and somatostatin (SST) were identified as the potential proteins with high scores, degree, and centrality in the protein-protein interaction (PPI) network. We validated the expression of these three proteins using ELISA. Compared to NINCs, the level of CSF IGFBP7 was significantly upregulated, and the level of CSF SST was significantly downregulated in the MS group. Our results suggest that SST and IGFBP7 might be associated with the pathogenesis of MS and would be helpful in diagnosing MS. Since IGFBP7 was used to classify relapsing remitting MS (RRMS) and secondary progressive MS (SPMS) patients, therefore, it may act as a potential key marker and therapeutic target in MS.

Identifiants

pubmed: 34489947
doi: 10.3389/fimmu.2021.700031
pmc: PMC8417809
doi:

Substances chimiques

Biomarkers 0
Insulin-Like Growth Factor Binding Proteins 0
insulin-like growth factor binding protein-related protein 1 0
Somatostatin 51110-01-1

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

700031

Informations de copyright

Copyright © 2021 Shi, Ding, Li, Wang, Osman, Sun, Qian, Zheng and Zhang.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

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Auteurs

Yijun Shi (Y)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.

Yaowei Ding (Y)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.

Guoge Li (G)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.

Lijuan Wang (L)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
NMPA Key Laboratory for Quality Control of In Vitro Diagnostics , Beijing, China.
Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing, China.

Rasha Alsamani Osman (RA)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.

Jialu Sun (J)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.

Lingye Qian (L)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.

Guanghui Zheng (G)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
NMPA Key Laboratory for Quality Control of In Vitro Diagnostics , Beijing, China.
Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing, China.

Guojun Zhang (G)

Laboratory of Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
NMPA Key Laboratory for Quality Control of In Vitro Diagnostics , Beijing, China.
Beijing Engineering Research Center of Immunological Reagents Clinical Research, Beijing, China.

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