Evidence map›Paper›PMID 36477196›Full record

ArticleNature communications2022

pGlycoQuant with a deep residual network for quantitative glycoproteomics at intact glycopeptide level.

Siyuan Kong, Pengyun Gong, Wen-Feng Zeng, Biyun Jiang, Xinhang Hou, Yang Zhang, Huanhuan Zhao, Mingqi Liu, Guoquan Yan, Xinwen Zhou and 5 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
4.1field-weighted citation impact, top 5% of its field
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

35 citing papers in PubMed, 52 citations in OpenAlex.

  1. Review
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  11. 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
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  14. Review
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  18. Temporal and Sex-DependentInternational journal of molecular sciences · 2025
    Article
  19. Unveiling the Accurate Site-SpecificAnalytical chemistry · 2025
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  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 3 institutions in 2 countries.

Siyuan Kong *Shanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Pengyun Gong *School of Engineering Medicine & School of Biological Science and Medical Engineering, Beihang University, Beijing, China.ORCID 0000-0002-0526-1344
Wen-Feng Zeng *Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS, Beijing, China.ORCID 0000-0003-4325-2147
Biyun Jiang *Shanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Xinhang HouSchool of Engineering Medicine & School of Biological Science and Medical Engineering, Beihang University, Beijing, China.
Yang ZhangShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Huanhuan ZhaoShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Mingqi LiuShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.ORCID 0000-0002-7971-9418
Guoquan YanShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Xinwen ZhouShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Xihua QiaoSchool of Engineering Medicine & School of Biological Science and Medical Engineering, Beihang University, Beijing, China.
Mengxi WuShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.
Pengyuan YangShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China.ORCID 0000-0001-5779-1008
Chao LiuSchool of Engineering Medicine & School of Biological Science and Medical Engineering, Beihang University, Beijing, China. liuchaobuaa@buaa.edu.cn.ORCID 0000-0002-5286-6944
Weiqian CaoShanghai Fifth People's Hospital and Institutes of Biomedical Sciences, Fudan University, Shanghai, China. wqcao@fudan.edu.cn.ORCID 0000-0002-1007-4607
Fudan University · CNBeihang University · CNChinese Academy of Sciences · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Large-scale intact glycopeptide identification has been advanced by software tools. However, tools for quantitative analysis remain lagging behind, which hinders exploring the differential site-specific glycosylation. Here, we report pGlycoQuant, a generic tool for both primary and tandem mass spectrometry-based intact glycopeptide quantitation. pGlycoQuant advances in glycopeptide matching through applying a deep learning model that reduces missing values by 19-89% compared with Byologic, MSFragger-Glyco, Skyline, and Proteome Discoverer, as well as a Match In Run algorithm for more glycopeptide coverage, greatly expanding the quantitative function of several widely used search engines, including pGlyco 2.0, pGlyco3, Byonic and MSFragger-Glyco. Further application of pGlycoQuant to the N-glycoproteomic study in three different metastatic HCC cell lines quantifies 6435 intact N-glycopeptides and, together with in vitro molecular biology experiments, illustrates site 979-core fucosylation of L1CAM as a potential regulator of HCC metastasis. We expected further applications of the freely available pGlycoQuant in glycoproteomic studies.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsHumansMolecular Biology

Identifiers

PMID36477196
PMCPMC9729625
OpenAlexW4311582770

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.