Evidence map›Paper›PMID 42773703›Full record

ArticleBioinformatics (Oxford, England)2026

massMatchR: a Shiny application for glycomics mass spectrometry data analysis.

Gábor Beke, L'uboš Kl'učár, Zuzana Pakanová, Rebeka Kodríkova, Peter Baráth, Marek Nemčovič

Erratum issuedAbstract read
In one paragraph

Article in Bioinformatics (Oxford, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors.

Gábor BekeInstitute of Chemistry, Slovak Academy of Sciences, 845 38 Bratislava, Slovakia.ORCID 0000-0002-3385-1317
L'uboš Kl'učárInstitute of Molecular Biology, Slovak Academy of Sciences, 845 51 Bratislava, Slovakia.
Zuzana PakanováInstitute of Chemistry, Slovak Academy of Sciences, 845 38 Bratislava, Slovakia.
Rebeka KodríkovaInstitute of Chemistry, Slovak Academy of Sciences, 845 38 Bratislava, Slovakia.
Peter BaráthInstitute of Chemistry, Slovak Academy of Sciences, 845 38 Bratislava, Slovakia.
Marek NemčovičInstitute of Molecular Biology, Slovak Academy of Sciences, 845 51 Bratislava, Slovakia.

Funding

EU NextGenerationEU through the Recovery and Resilience Plan for Slovakia 09I03-03-V04-00681
6 · The paper itself

Abstract

motivationThe identification and analysis of glycans using MALDI-TOF mass spectrometry is a critical task in glycomics research, yet it often requires complex data interpretation and manual processing. Existing software tools frequently lack automated solutions for efficient glycan annotation, data structuring and grouping, and semi-quantitative evaluation, making large-scale glycan analysis challenging. To address these limitations, we developed massMatchR, an open-source software tool designed to streamline the identification and quantification of glycans in MALDI-TOF spectra.

resultsmassMatchR automates glycan identification by mapping experimentally detected m/z values from preprocessed MALDI-TOF-MS datasets to glycans from a user-defined database. The software provides both visual and tabular outputs, enabling rapid and accurate glycan interpretation. Additionally, massMatchR facilitates the export of structured data tables (e.g. Microsoft Excel) with predefined fields for m/z and intensity, supporting further analysis. A key feature of the software is its ability to perform semi-quantitative evaluation based on relative intensity calculations, allowing for comparisons across multiple samples. Freely available at http://www.imb.savba.sk/soft/massMatchR/ and on GitHub implemented in R, massMatchR offers a fast, reproducible, and customizable computational framework for glycomics and MALDI-TOF-based glycan analysis. AVAILABILITY AND IMPLEMENTATION: An implementation code is available on Github at https://github.com/bekegbor/massMatchR and on Zenodo at https://doi.org/10.5281/zenodo.20697072.

Indexed as

GlycomicsPolysaccharidesSoftwareSpectrometry, Mass, Matrix-Assisted Laser Desorption-IonizationPolysaccharides

Identifiers

PMID42773703
PMCPMC13637607

What OpenQuestion holds

Textmetadata
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.