Evidence map›Paper›PMID 33106676›Full record

ArticleNature methods2020

O-Pair Search with MetaMorpheus for O-glycopeptide characterization.

Lei Lu, Nicholas M Riley, Michael R Shortreed, Carolyn R Bertozzi, Lloyd M Smith

Abstract read
In one paragraph

Article in Nature methods, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 98 papers.

0numbers the graph read from it
0cells of the map it votes in
98citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

98 citing papers in PubMed.

  1. Deep Learning Prediction of O-Glycopeptide Tandem Mass Spectra Enhances O-Glycoproteomics.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
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  5. UnderstandingJournal of the American Society for Mass Spectrometry · 2026
    Article
  6. Article
  7. GalNAc-T13 maintains neurite architecture and memory retention via O-GalNAc glycosylation of seizure protein 6.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  8. The protease cathepsin K can debulk the cancer glycocalyx.The Journal of biological chemistry · 2026
    Article
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38 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Lei Lu *Department of Chemistry, University of Wisconsin, Madison, WI, USA.ORCID http://orcid.org/0000-0001-7097-1505
Nicholas M Riley *Department of Chemistry, University of Stanford, Stanford, CA, USA.
Michael R ShortreedDepartment of Chemistry, University of Wisconsin, Madison, WI, USA.
Carolyn R BertozziDepartment of Chemistry, University of Stanford, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-4482-2754
Lloyd M SmithDepartment of Chemistry, University of Wisconsin, Madison, WI, USA. smith@chem.wisc.edu.ORCID http://orcid.org/0000-0002-6652-8639

Funding

Revealing Proteoforms: The Primary Effectors of Biological FunctionR35GM126914 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI Lloyd M Smith · 2018 to 2026
$6.2M
Investigating the Surface GlycoproteomeR01CA200423 · NCI · STANFORD UNIVERSITY · PI Carolyn Bertozzi · 2015 to 2026
$3.8M
Making glycoproteomics via mass spectrometry more accessible to the greater scientific communityU01CA207702 · NCI · STANFORD UNIVERSITY · PI BERTOZZI, CAROLYN, PITTERI, SHARON · 2016 to 2019
$1.9M
Uniting Mass Spectrometry and Glycoscience to Investigate Cancer BiologyK00CA212454 · NCI · STANFORD UNIVERSITY · PI RILEY, NICHOLAS M · 2018 to 2021
$331k
Howard Hughes Medical InstituteNCI NIH HHS K00 CA212454NCI NIH HHS R01 CA200423NCI NIH HHS U01 CA207702NIGMS NIH HHS R35 GM126914
6 · The paper itself

Abstract

We report O-Pair Search, an approach to identify O-glycopeptides and localize O-glycosites. Using paired collision- and electron-based dissociation spectra, O-Pair Search identifies O-glycopeptides via an ion-indexed open modification search and localizes O-glycosites using graph theory and probability-based localization. O-Pair Search reduces search times more than 2,000-fold compared to current O-glycopeptide processing software, while defining O-glycosite localization confidence levels and generating more O-glycopeptide identifications. Beyond the mucin-type O-glycopeptides discussed here, O-Pair Search also accepts user-defined glycan databases, making it compatible with many types of O-glycosylation. O-Pair Search is freely available within the open-source MetaMorpheus platform at https://github.com/smith-chem-wisc/MetaMorpheus .

Indexed as

GlycopeptidesTandem Mass SpectrometryDatabases, ProteinGlycosylationProteomicsSoftwareWorkflowGlycopeptides

Identifiers

PMID33106676
PMCPMC7606753

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.