Abstract:Numerous diseases are caused by changes in post-translational modifications (PTMs). Therefore, the number of clinical proteomics studies that include the analysis of PTMs is increasing. Combining complementary information-for example changes in protein abundance, PTM levels, with the genome and transcriptome (proteogenomics)-holds great promise for discovering important drivers and markers of disease, as variations in copy number, expression levels, or mutations without spatial/functional/isoform information i… Show more
“…Despite these technological advancements, discovery proteomics workflows often do not account for PTMs, particularly PTMs other than the most abundant ones, such as phosphorylation or glycosylation. Nearly 200 other PTMs of known biological relevance are typically neglected . Of particular importance in the field of cancer immuno‐oncology is protein glycosylation, which is thought to play an essential role in tumor immune evasion and thus a tumor's resistance to cancer immunotherapeutic intervention .…”
Section: Role Of Emerging Technologies In Advancing Biomarker Discovementioning
confidence: 99%
“…As such, MS may provide a unique advantage over immunoassays due to the ability to discern the glycosylation status of the putative protein biomarkers. Technologies that would allow large‐scale quantitation of different PTMs in thousands of samples, in a cost‐effective, high throughput, and robust fashion would be highly useful for the field of biomarker discovery . As PTMs are usually sub‐stoichiometric and therefore of low abundance, their in‐depth analysis requires the use of specific enrichment workflows, which—apart from phosphorylation, glycosylation, ubiquitination, acetylation and redox‐modifications—are mostly lacking …”
Section: Role Of Emerging Technologies In Advancing Biomarker Discovementioning
An enormous amount of research effort has been devoted to biomarker discovery and validation. With the completion of the human genome, proteomics is now playing an increasing role in this search for new and better biomarkers. Here, what leads to successful biomarker development is reviewed and how these features may be applied in the context of proteomic biomarker research is considered. The "fit-for-purpose" approach to biomarker development suggests that untargeted proteomic approaches may be better suited for early stages of biomarker discovery, while targeted approaches are preferred for validation and implementation. A systematic screening of published biomarker articles using MS-based proteomics reveals that while both targeted and untargeted technologies are used in proteomic biomarker development, most researchers do not combine these approaches. i) The reasons for this discrepancy, (ii) how proteomic technologies can overcome technical challenges that seem to limit their translation into the clinic, and (iii) how MS can improve, complement, or replace existing clinically important assays in the future are discussed.
“…Despite these technological advancements, discovery proteomics workflows often do not account for PTMs, particularly PTMs other than the most abundant ones, such as phosphorylation or glycosylation. Nearly 200 other PTMs of known biological relevance are typically neglected . Of particular importance in the field of cancer immuno‐oncology is protein glycosylation, which is thought to play an essential role in tumor immune evasion and thus a tumor's resistance to cancer immunotherapeutic intervention .…”
Section: Role Of Emerging Technologies In Advancing Biomarker Discovementioning
confidence: 99%
“…As such, MS may provide a unique advantage over immunoassays due to the ability to discern the glycosylation status of the putative protein biomarkers. Technologies that would allow large‐scale quantitation of different PTMs in thousands of samples, in a cost‐effective, high throughput, and robust fashion would be highly useful for the field of biomarker discovery . As PTMs are usually sub‐stoichiometric and therefore of low abundance, their in‐depth analysis requires the use of specific enrichment workflows, which—apart from phosphorylation, glycosylation, ubiquitination, acetylation and redox‐modifications—are mostly lacking …”
Section: Role Of Emerging Technologies In Advancing Biomarker Discovementioning
An enormous amount of research effort has been devoted to biomarker discovery and validation. With the completion of the human genome, proteomics is now playing an increasing role in this search for new and better biomarkers. Here, what leads to successful biomarker development is reviewed and how these features may be applied in the context of proteomic biomarker research is considered. The "fit-for-purpose" approach to biomarker development suggests that untargeted proteomic approaches may be better suited for early stages of biomarker discovery, while targeted approaches are preferred for validation and implementation. A systematic screening of published biomarker articles using MS-based proteomics reveals that while both targeted and untargeted technologies are used in proteomic biomarker development, most researchers do not combine these approaches. i) The reasons for this discrepancy, (ii) how proteomic technologies can overcome technical challenges that seem to limit their translation into the clinic, and (iii) how MS can improve, complement, or replace existing clinically important assays in the future are discussed.
“…7 This is a powerful tool for glycopeptide mapping, although with important technical obstacles such as the weak ionization efficiency of glycopeptides and the important matrix effects in biological uids, which leads to a limited sensitivity. 8 The second approach combines the use of a receptor selective for the protein, for example an antibody or an aptamer, and a lectin capable of recognizing specic carbohydrate structures, [9][10][11][12] although the glycosylation of antibodies complicates the analysis in the most common immune-lectin assays. It is also possible to detect protein-specic glycosylation by articial linking a protein receptor, antibody or aptamer, with a metabolically engineered glycan, mainly with azide-containing sugars.…”
Detecting specific protein glycoforms is attracting particular attention due to its potential to improve the performance of current cancer biomarkers. Although natural receptors such as lectins and antibodies have served...
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.