Evidence map›Paper›PMID 19448641›Full record

ArticleNature methods2009

A HUPO test sample study reveals common problems in mass spectrometry-based proteomics.

Alexander W Bell, Eric W Deutsch, Catherine E Au, Robert E Kearney, Ron Beavis, Salvatore Sechi, Tommy Nilsson, John J M Bergeron, HUPO Test Sample Working Group

Abstract readEvaluation Study
In one paragraph

Article in Nature methods, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 139 papers.

0numbers the graph read from it
0cells of the map it votes in
139citing 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

139 citing papers in PubMed.

  1. Trial
  2. Article
  3. Comparative Proteomics of Plasma and Flagellar Membranes inInternational journal of molecular sciences · 2026
    Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Review
  9. Proteomics appending a complementary dimension to precision oncotherapy.Computational and structural biotechnology journal · 2024
    Review
  10. Review
  11. Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Review
  20. Article

79 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Alexander W BellDepartment of Anatomy and Cell Biology, McGill University, Montreal, Canada.
Eric W Deutsch
Catherine E Au
Robert E Kearney
Ron Beavis
Salvatore Sechi
Tommy Nilsson
John J M Bergeron
HUPO Test Sample Working Group

Funding

CORE 6 : PROJECT LEADERSHIP AND ADMINISTRATIONU54RR020843 · NCRR · SANFORD BURNHAM PREBYS MEDICAL DISCOVERY INSTITUTE · PI SMITH, JEFFREY W · 2004 to 2009
$19.1M
UNDERSTANDING THE PATHOGENESIS OF CAMPYLOBACTER JEJUNIP41RR018627 · NCRR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI FINLEY, RUSSELL L · 2003 to 2007
$12.4M
Discovery and validation of novel serological biomarkers of colon cancerR01CA120393 · NCI · WISTAR INSTITUTE · PI SPEICHER, DAVID W. · 2006 to 2010
$1.9M
NHLBI PROTEOMICS INITIATIVE-268028179N01HV028179 · HV · INSTITUTE FOR SYSTEMS BIOLOGY · 2002 to 2002
–
CIHRNCI NIH HHS R01 CA120393NCRR NIH HHS P41 RR018627NCRR NIH HHS P41RR018627NCRR NIH HHS RR020843NCRR NIH HHS U54 RR020843NHLBI NIH HHS N01 HV028179NHLBI NIH HHS N01-HV-28179PHS HHS P01-008111
6 · The paper itself

Abstract

We performed a test sample study to try to identify errors leading to irreproducibility, including incompleteness of peptide sampling, in liquid chromatography-mass spectrometry-based proteomics. We distributed an equimolar test sample, comprising 20 highly purified recombinant human proteins, to 27 laboratories. Each protein contained one or more unique tryptic peptides of 1,250 Da to test for ion selection and sampling in the mass spectrometer. Of the 27 labs, members of only 7 labs initially reported all 20 proteins correctly, and members of only 1 lab reported all tryptic peptides of 1,250 Da. Centralized analysis of the raw data, however, revealed that all 20 proteins and most of the 1,250 Da peptides had been detected in all 27 labs. Our centralized analysis determined missed identifications (false negatives), environmental contamination, database matching and curation of protein identifications as sources of problems. Improved search engines and databases are needed for mass spectrometry-based proteomics.

Indexed as

Chromatography, LiquidHumansMass SpectrometryPeptide MappingProteomeProteomicsReproducibility of ResultsSensitivity and SpecificityProteome

Identifiers

PMID19448641
PMCPMC2785450

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Registered trials

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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.