Evidence map›Paper›PMID 40966232›Full record

ArticlePLoS biology2025

Unconventional codon usage bias mediates mRNA translational dynamics in macrophages.

Shiqi Luo, Qiuyi Wang, Ao Chen, Liang Huang, Yaoqi Liu, Xin Zong, Yuanhui Mao

Abstract read
In one paragraph

Article in PLoS biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Recoding by NNature communications · 2026
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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

7 authors.

Shiqi LuoDepartment  of Urology of The Second Affiliated Hospital of Medicine & Liangzhu Laboratory, College of Animal Sciences, Zhejiang University, Hangzhou, China.
Qiuyi WangDepartment  of Urology of The Second Affiliated Hospital of Medicine & Liangzhu Laboratory, College of Animal Sciences, Zhejiang University, Hangzhou, China.
Ao ChenDepartment  of Urology of The Second Affiliated Hospital of Medicine & Liangzhu Laboratory, College of Animal Sciences, Zhejiang University, Hangzhou, China.
Liang HuangDepartment  of Urology of The Second Affiliated Hospital of Medicine & Liangzhu Laboratory, College of Animal Sciences, Zhejiang University, Hangzhou, China.
Yaoqi LiuInstitute of Biochemistry, College of Life Sciences, Zhejiang University, Hangzhou, China.
Xin ZongDepartment  of Urology of The Second Affiliated Hospital of Medicine & Liangzhu Laboratory, College of Animal Sciences, Zhejiang University, Hangzhou, China.
Yuanhui MaoDepartment  of Urology of The Second Affiliated Hospital of Medicine & Liangzhu Laboratory, College of Animal Sciences, Zhejiang University, Hangzhou, China.ORCID 0000-0002-0893-2588

Funding

Fundamental Research Funds for the Central UniversitiesKey Research and Development Program of Zhejiang ProvinceNational Key Research and Development Project of ChinaNational Natural Science Foundation of China
6 · The paper itself

Abstract

Macrophages require rapid and tightly controlled regulatory mechanisms to respond to environmental disruptions. While transcriptional regulation has been well characterized, the mechanisms underlying translational control in macrophages remain poorly understood. Here, we investigated the dynamics of mRNA translation in mouse macrophages during acute, intermediate, and prolonged LPS exposure. Our results reveal clear phase-specific translational regulation during macrophage polarization, which initially increases the synthesis of inflammatory mediators and cytokines, while simultaneously suppressing the expression of cell cycle-related genes. Mechanistically, we observed pervasive upstream translation in the 5' UTRs of cell cycle-related mRNAs, which contributes to cell cycle arrest during the early phase of inflammatory response. Notably, we identified a unique codon preference toward A/U in the third position of codons in macrophages, which contrasts with the G/C preference commonly observed in other tissues. AU codon preference increases the stability and translation efficiency of cell cycle-related mRNAs, promoting cell cycle restoration after extended LPS exposure. These findings reveal that uORF translation and codon usage bias are critical components of translational regulation during macrophage polarization, highlighting a potential therapeutic intervention for modulating immune activation via macrophage-specific codon optimization.

Indexed as

Codon UsageMacrophagesProtein BiosynthesisRNA, Messenger5' Untranslated RegionsAnimalsCodonCytokinesGene Expression RegulationLipopolysaccharidesMiceMice, Inbred C57BL5' Untranslated RegionsCodonCytokinesLipopolysaccharidesRNA, Messenger

Identifiers

PMID40966232
PMCPMC12456811

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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.