Evidence map›Paper›PMID 39746958›Full record

ArticleNature communications2025

Robust proteome profiling of cysteine-reactive fragments using label-free chemoproteomics.

George S Biggs, Emma E Cawood, Aini Vuorinen, William J McCarthy, Harry Wilders, Ioannis G Riziotis, Antonie J van der Zouwen, Jonathan Pettinger, Luke Nightingale, Peiling Chen and 6 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing 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

18 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Druggability is not static.Nature chemical biology · 2026
    Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Article
  10. Profiling the landscape of cysteine posttranslational modifications in brain aging and neurodegeneration.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2025
    Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. 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

16 authors.

George S Biggs *Crick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.ORCID 0000-0001-6526-9236
Emma E Cawood *Crick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.ORCID 0000-0002-2707-8022
Aini VuorinenCrick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.ORCID 0000-0001-5815-6962
William J McCarthyMolecular Structure of Cell Signalling Laboratory, The Francis Crick Institute, London, UK.ORCID 0000-0002-2858-076X
Harry WildersCrick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.ORCID 0009-0000-2524-2063
Ioannis G RiziotisCrick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.
Antonie J van der ZouwenMolecular Structure of Cell Signalling Laboratory, The Francis Crick Institute, London, UK.
Jonathan PettingerCrick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.ORCID 0000-0002-8219-8369
Luke NightingaleSoftware Engineering and AI, The Francis Crick Institute, London, UK.
Peiling ChenGSK Chemical Biology, GSK, Collegeville, PA, USA.
Andrew J PowellCrick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.ORCID 0000-0003-1540-537X
David HouseCrick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK.ORCID 0000-0002-9635-2451
Simon J BoultonDSB Repair Metabolism Laboratory, The Francis Crick Institute, London, UK.ORCID 0000-0001-6936-6834
J Mark SkehelProteomics Science Technology Platform, The Francis Crick Institute, London, UK.ORCID 0000-0002-2432-0901
Katrin RittingerMolecular Structure of Cell Signalling Laboratory, The Francis Crick Institute, London, UK. Katrin.Rittinger@crick.ac.uk.ORCID 0000-0002-7698-4435
Jacob T BushCrick-GSK Biomedical LinkLabs, GSK, Gunnels Wood Road, Stevenage, Hertfordshire, UK. jacob.x.bush@gsk.com.ORCID 0000-0001-7165-0092

Funding

RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/V038028/1Wellcome Trust CC2000Wellcome Trust CC2075
6 · The paper itself

Abstract

Identifying pharmacological probes for human proteins represents a key opportunity to accelerate the discovery of new therapeutics. High-content screening approaches to expand the ligandable proteome offer the potential to expedite the discovery of novel chemical probes to study protein function. Screening libraries of reactive fragments by chemoproteomics offers a compelling approach to ligand discovery, however, optimising sample throughput, proteomic depth, and data reproducibility remains a key challenge. We report a versatile, label-free quantification proteomics platform for competitive profiling of cysteine-reactive fragments against the native proteome. This high-throughput platform combines SP4 plate-based sample preparation with rapid chromatographic gradients. Data-independent acquisition performed on a Bruker timsTOF Pro 2 consistently identified ~23,000 cysteine sites per run, with a total of ~32,000 cysteine sites profiled in HEK293T and Jurkat lysate. Crucially, this depth in cysteinome coverage is met with high data completeness, enabling robust identification of liganded proteins. In this study, 80 reactive fragments were screened in two cell lines identifying >400 ligand-protein interactions. Hits were validated through concentration-response experiments and the platform was utilised for hit expansion and live cell experiments. This label-free platform represents a significant step forward in high-throughput proteomics to evaluate ligandability of cysteines across the human proteome.

Indexed as

CysteineProteomeProteomicsHEK293 CellsHigh-Throughput Screening AssaysHumansJurkat CellsLigandsReproducibility of ResultsCysteineLigandsProteome

Identifiers

PMID39746958
PMCPMC11697256

What OpenQuestion holds

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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.