Evidence map›Paper›PMID 41822385›Full record

ArticleBioinformatics advances2026

optTMT: optimizing any experimental design to minimize false positives caused by TMT reporter ion interference.

Marc-Antoine Gerault

Abstract read
In one paragraph

Article in Bioinformatics advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Mass spectrometry proteomics for studying mitostasis.Protein science : a publication of the Protein Society · 2026
    Review
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

1 author.

Marc-Antoine GeraultDepartment of Oncology-Pathology, Karolinska Institutet, Stockholm 171 77, Sweden.ORCID https://orcid.org/0009-0000-7430-3467

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Summary: To enable multiplexing in large-scale proteomics experiment, TMT-plex isobaric tag has been the gold standard. However, tandem mass tag (TMT) reporter ion interference, also named cross-label isotopic impurity, can occur from manufacture level impurities and experimental error. Such interference increases the risk of false positive after differential analysis, even more so on high intensity peptide further leading to wrong conclusions. However, by planning the right experimental design beforehand these interferences can be minimized by solving an optimization problem. In this work, I present a Availability and implementation: The Shiny application is available as an executable file at https://zenodo.org/records/14883262 for Windows users and at https://marc-antoinegerault.shinyapps.io/TMT_optimization/. Code and documentation are freely available on github at https://github.com/mgerault/optTMT. The package is written in R and a vignette shows its use in an R command line workflow.

Identifiers

PMID41822385
PMCPMC12975717

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.