Evidence map›Paper›PMID 41339630›Full record

ArticleNature communications2025

Nuclear effects play an important role in determining codon usage-dependent human gene expression.

Renu Garg, Pancheng Xie, Jiabin Duan, Huan Liu, Yi Liu

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Renu GargDepartment of Physiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.ORCID http://orcid.org/0000-0001-5573-7956
Pancheng XieDepartment of Physiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Jiabin DuanDepartment of Physiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Huan LiuDepartment of Physiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Yi LiuDepartment of Physiology, University of Texas Southwestern Medical Center, Dallas, TX, USA. Yi.Liu@UTSouthwestern.edu.ORCID http://orcid.org/0000-0002-8801-9317

Funding

UT Southwestern NORCP30DK127984 · NIDDK · UT SOUTHWESTERN MEDICAL CENTER · PI Jeffrey M Zigman · 2022 to 2026
$7.4M
Mechanisms of Circadian Clock and Gene Sliencing in NeurosporaR35GM118118 · NIGMS · UT SOUTHWESTERN MEDICAL CENTER · PI LIU, YI · 2016 to 2025
$6.3M
NIDDK NIH HHS P30 DK127984NIGMS NIH HHS R35 GM118118U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R35GM118118Welch Foundation I-1560
6 · The paper itself

Abstract

Codon usage biases play a significant role in determining gene expression levels. Codon usage was thought to primarily influence translation-dependent processes. Using an unbiased genome-wide screening to search for factors involved in codon usage effects on gene expression, we identified the CCR4-NOT complex subunit CNOT4 and many nuclear factors, including nuclear RNA exosome, PAXT complex components, and transcription factors. The CCR4-NOT complex has been shown to affect codon usage-dependent co-translational mRNA decay in yeast. Surprisingly, human CNOT4 was found to influence codon usage-dependent gene expression largely by its impact on nuclear RNA levels due to transcriptional effect. On the other hand, nuclear exosome and PAXT complex, regulate nuclear mRNA stability through the RNA quality control pathway, leading to preferential cytoplasmic accumulation of mRNAs with optimal codon usage. Overall, our results show that different nuclear mechanisms play a key role in determining nucleotide composition-dependent gene expression levels in human cells.

Indexed as

Cell NucleusCodonCodon UsageGene Expression RegulationExosome Multienzyme Ribonuclease ComplexHumansRNA, MessengerRNA StabilityTranscription FactorsCodonExosome Multienzyme Ribonuclease ComplexRNA, MessengerTranscription Factors

Identifiers

PMID41339630
PMCPMC12675662

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.