Evidence map›Paper›PMID 41861001›Full record

ArticleScience advances2026

Protein overabundance is driven by growth robustness.

H James Choi, Teresa W Lo, Kevin J Cutler, Dean Huang, William Ryan Will, Paul A Wiggins

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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.

H James ChoiDepartment of Physics, University of Washington, Seattle, WA 98195, USA.
Teresa W LoDepartment of Physics, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0001-8928-7228
Kevin J CutlerDepartment of Physics, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0002-7624-5923
Dean HuangDepartment of Physics, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0002-1235-5699
William Ryan WillDepartment of Laboratory Medicine and Pathology, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0001-5915-8599
Paul A WigginsDepartment of Physics, University of Washington, Seattle, WA 98195, USA.ORCID 0000-0002-8316-4339

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Protein expression levels optimize cell fitness: Too low an expression level of essential proteins will slow growth by compromising essential processes, whereas overexpression slows growth by increasing the metabolic load. This trade-off naïvely predicts that cells maximize their fitness by sufficiency, expressing just enough of each essential protein for function. We test this prediction in the naturally competent bacterium

Indexed as

AcinetobacterBacterial ProteinsGene Expression Regulation, BacterialGene Knockout TechniquesGenes, EssentialProteomeBacterial ProteinsProteome

Identifiers

PMID41861001
PMCPMC13004021

What Socratic 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 Socratic graph.