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Glycoproteogenomics: Setting the Course for Next-generation Cancer Neoantigen Discovery for Cancer Vaccines

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摘要 Molecular-assisted precision oncology gained tremendous ground with high-throughput next-generation sequencing(NGS),supported by robust bioinformatics.The quest for genomicsbased cancer medicine set the foundations for improved patient stratification,while unveiling a wide array of neoantigens for immunotherapy.Upfront pre-clinical and clinical studies have successfully used tumor-specific peptides in vaccines with minimal off-target effects.However,the low mutational burden presented by many lesions challenges the generalization of these solutions,requiring the diversification of neoantigen sources.Oncoproteogenomics utilizing customized databases for protein annotation by mass spectrometry(MS)is a powerful tool toward this end.Expanding the concept toward exploring proteoforms originated from post-translational modifications(PTMs)will be decisive to improve molecular subtyping and provide potentially targetable functional nodes with increased cancer specificity.Walking through the path of systems biology,we highlight that alterations in protein glycosylation at the cell surface not only have functional impact on cancer progression and dissemination but also originate unique molecular fingerprints for targeted therapeutics.Moreover,we discuss the outstanding challenges required to accommodate glycoproteomics in oncoproteogenomics platforms.We envisage that such rationale may flag a rather neglected research field,generating novel paradigms for precision oncology and immunotherapy.
出处 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2021年第1期25-43,共19页 基因组蛋白质组与生物信息学报(英文版)
基金 the Portuguese Foundation for Science and Technology(FCT)for the PhD grants(Grant Nos.SFRH/BD/111242/2015 awarded to AP and SFRH/BD/146500/2019 awarded to MRS) the FCT assistant researcher grant(Grant No.CEECIND/03186/2017 awarded to JAF) co-financed by European Social Fund(ESF)under Human Potential Operation Programme(POPH)from National Strategic Reference Framework(NSRF) the FCT funding for CI-IPOP research unit(Grant No.PEst-OE/SAU/UI0776/201) LAQV-REQUIMTE research unit(Grant No.UIDB/50006/2020) the Portuguese Oncology Institute of Porto Research Centre(Grant Nos.CI-IPOP-29-2020,CI-IPOP-58-2020,and CI-IPOP-Proj.70-bolsa2019-GPTE) the PhD Program in Biomedical Sciences of ICBAS-University of Porto in Portugal the “Early stage cancer treatment,driven by context of molecular imaging(ESTIMA)”framework(Grant No.NORTE-01-0145-FEDER-000027) the IPO-Score(Grant No.DSAIPA/DS/0042/2018)for financial support financed by European Regional Development Fund(ERDF)through the COMPETE 2020–Operational Programme for Competitiveness and Internationalisation(POCI),Portugal 2020 by Portuguese funds through FCT/Ministry for Science,Technology and Higher Education(MCTES)
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