Evidence map›Paper›PMID 20739923›Full record

ArticleMolecular systems biology2010

Sequence signatures and mRNA concentration can explain two-thirds of protein abundance variation in a human cell line.

Christine Vogel, Raquel de Sousa Abreu, Daijin Ko, Shu-Yun Le, Bruce A Shapiro, Suzanne C Burns, Devraj Sandhu, Daniel R Boutz, Edward M Marcotte, Luiz O Penalva

Open access · goldAbstract read
In one paragraph

Article in Molecular systems biology, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 351 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
351citing papers in PubMed, 1 pooled it
18.3field-weighted citation impact, top 1% 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

351 citing papers in PubMed, 1 synthesis or guideline pooled it, 624 citations in OpenAlex.

  1. Pooled it
  2. Trial
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  15. Ribo-Seq Analysis-Based Elucidation of the Dynamic Translation Landscape of Yak Ovarian Tissues in Different Reproductive Stages.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2025
    Article
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  20. Review

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

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

10 authors at 5 institutions in 1 country.

Christine VogelCenter for Systems and Synthetic Biology, Institute for Cellular and Molecular Biology, University of Texas, Austin, TX 78229-3900, USA. cvogel@mail.utexas.edu
Raquel de Sousa Abreu
Daijin Ko
Shu-Yun Le
Bruce A Shapiro
Suzanne C Burns
Devraj Sandhu
Daniel R Boutz
Edward M Marcotte
Luiz O Penalva
Children's Cancer Center · USThe University of Texas Health Science Center at San Antonio · USCenter for Cancer Research · USFrederick National Laboratory for Cancer Research · USThe University of Texas at San Antonio · US

Funding

Computational Approaches for RNA StructureFunction DeterminationZIABC008382 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI SHAPIRO, BRUCE · 2009 to 2021
$5.8M
second part of parentU54NS060658 · NINDS · UNIVERSITY OF TEXAS SAN ANTONIO · PI KO, DAIJIN · 2008 to 2012
$5.6M
Proteomics of widespread, reversible protein assemblies in aging and aggregationR01GM076536 · NIGMS · UNIVERSITY OF TEXAS AT AUSTIN · PI MARCOTTE, EDWARD M · 2006 to 2014
$2.9M
Reconstructing the eukaryotic cell cycle gene networkR01GM067779 · NIGMS · UNIVERSITY OF TEXAS AUSTIN · PI MARCOTTE, EDWARD M · 2004 to 2012
$2.1M
Systematic discovery of nonobvious human disease models by orthologous phenotypesR01GM088624 · NIGMS · UNIVERSITY OF TEXAS AT AUSTIN · PI MARCOTTE, EDWARD M · 2009 to 2012
$1.2M
Intramural NIH HHSNIGMS NIH HHS GM076536NIGMS NIH HHS GM088624NIGMS NIH HHS GM67779NIGMS NIH HHS R01 GM067779NIGMS NIH HHS R01 GM076536NIGMS NIH HHS R01 GM088624NINDS NIH HHS NS60658NINDS NIH HHS U54 NS060658
6 · The paper itself

Abstract

Transcription, mRNA decay, translation and protein degradation are essential processes during eukaryotic gene expression, but their relative global contributions to steady-state protein concentrations in multi-cellular eukaryotes are largely unknown. Using measurements of absolute protein and mRNA abundances in cellular lysate from the human Daoy medulloblastoma cell line, we quantitatively evaluate the impact of mRNA concentration and sequence features implicated in translation and protein degradation on protein expression. Sequence features related to translation and protein degradation have an impact similar to that of mRNA abundance, and their combined contribution explains two-thirds of protein abundance variation. mRNA sequence lengths, amino-acid properties, upstream open reading frames and secondary structures in the 5' untranslated region (UTR) were the strongest individual correlates of protein concentrations. In a combined model, characteristics of the coding region and the 3'UTR explained a larger proportion of protein abundance variation than characteristics of the 5'UTR. The absolute protein and mRNA concentration measurements for >1000 human genes described here represent one of the largest datasets currently available, and reveal both general trends and specific examples of post-transcriptional regulation.

Indexed as

Gene Expression RegulationCell Line, TumorDatabases, ProteinGene Expression ProfilingHumansProteinsRNA, MessengerProteinsRNA, Messenger

Identifiers

PMID20739923
PMCPMC2947365
OpenAlexW2122438081

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
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.