Literature DB >> 32856858

In Silico Approach in Designing a Novel Multi-Epitope Vaccine Candidate against Non-Small Cell Lung Cancer with Overexpressed G Protein-Coupled Receptor 56.

Leana Rich M Herrera1.   

Abstract

BACKGROUND: Majority of cancer-related deaths worldwide is attributed to non-small cell lung cancer (NSCLC). G protein-coupled receptor 56 (GPR56) is overexpressed and associated in the progression of NSCLC. The aim of this study is to use immunoinformatics approach in designing a multi-epitope vaccine to target overexpressed GPR56 which can potentially activate antibody-mediated cell death mechanisms and inhibit pathways involved in the proliferation, migration and survival of NSCLC.
METHODS: Herein, the reported overexpression of GPR56 was further investigated by conducting a differential gene expression analysis of NSCLC samples from GEO DataSets (GSE29249). Results confirmed significant overexpression of GPR56 in NSCLC compared to adjacent normal samples. A multi-epitope vaccine (Fvax) was constructed in silico by adjoining B lymphocytes (BL) and helper T lymphocytes (HTL) epitopes from the extracellular sequence of GPR56. Population coverage (PC) of HTL epitopes was also estimated. To enhance its immunogenicity, sequences of flagellin domains were fused as adjuvant. Fvax was evaluated in silico for antigenicity, allergenicity, peptide toxicity, physicochemical properties and cross-reactivity. Its tertiary structure was predicted, refined, and validated followed by structural epitope prediction. Lastly, Fvax DNA was optimized and cloned in silico.
RESULTS: This is the first work to design a potential vaccine against GPR56-overexpressing NSCLC. Fvax has 3 BL and 7 HTL immunogenic epitopes on GPR56. In silico evaluations suggest that Fvax is antigenic, non-toxic, non-allergenic, stable, and has accessible BL epitopes with high PC worldwide for HTL epitopes.
CONCLUSION: Overall, results showed that Fvax is a potential vaccine against NSCLC. The approach of this study efficiently minimized the number of tests, cost and time required to select the best epitopes and to design a vaccine for the treatment of NSCLC.<br />.

Entities:  

Keywords:  GRP56; NSCLC; Vaccine; immunoinformatics

Mesh:

Substances:

Year:  2020        PMID: 32856858      PMCID: PMC7771954          DOI: 10.31557/APJCP.2020.21.8.2297

Source DB:  PubMed          Journal:  Asian Pac J Cancer Prev        ISSN: 1513-7368


  33 in total

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2.  AllergenFP: allergenicity prediction by descriptor fingerprints.

Authors:  Ivan Dimitrov; Lyudmila Naneva; Irini Doytchinova; Ivan Bangov
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Authors:  Jason Greenbaum; John Sidney; Jolan Chung; Christian Brander; Bjoern Peters; Alessandro Sette
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4.  Orphan G protein-coupled receptor GPR56 plays a role in cell transformation and tumorigenesis involving the cell adhesion pathway.

Authors:  Ning Ke; Roshni Sundaram; Guohong Liu; John Chionis; Wufang Fan; Cheryl Rogers; Tarif Awad; Mirta Grifman; Dehua Yu; Flossie Wong-Staal; Qi-Xiang Li
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Authors:  Saradiya Chatterjee; Lucile Crozet; Diane Damotte; Kristina Iribarren; Catherine Schramm; Marco Alifano; Audrey Lupo; Julien Cherfils-Vicini; Jeremy Goc; Sandrine Katsahian; Mohammad Younes; Marie Caroline Dieu-Nosjean; Wolf Herman Fridman; Catherine Sautès-Fridman; Isabelle Cremer
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Authors:  Andreas Grote; Karsten Hiller; Maurice Scheer; Richard Münch; Bernd Nörtemann; Dietmar C Hempel; Dieter Jahn
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7.  A flagellin-derived toll-like receptor 5 agonist stimulates cytotoxic lymphocyte-mediated tumor immunity.

Authors:  Nicholas D Leigh; Guanglin Bian; Xilai Ding; Hong Liu; Semra Aygun-Sunar; Lyudmila G Burdelya; Andrei V Gudkov; Xuefang Cao
Journal:  PLoS One       Date:  2014-01-14       Impact factor: 3.240

Review 8.  Global Epidemiology of Lung Cancer.

Authors:  Julie A Barta; Charles A Powell; Juan P Wisnivesky
Journal:  Ann Glob Health       Date:  2019-01-22       Impact factor: 2.462

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Journal:  BMC Bioinformatics       Date:  2012-08-10       Impact factor: 3.169

10.  Prospective assessment of a gene signature potentially predictive of clinical benefit in metastatic melanoma patients following MAGE-A3 immunotherapeutic (PREDICT).

Authors:  P Saiag; R Gutzmer; P A Ascierto; M Maio; J-J Grob; P Murawa; B Dreno; M Ross; J Weber; A Hauschild; P Rutkowski; A Testori; E Levchenko; A Enk; L Misery; C Vanden Abeele; I Vojtek; O Peeters; V G Brichard; P Therasse
Journal:  Ann Oncol       Date:  2016-08-08       Impact factor: 32.976

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