Evidence map›Paper›PMID 42170024›Full record

ArticleBioinformatics advances2026

Synonymous but not silent: functional codon bias reveals decoupled mitonuclear evolution in parasitic worms.

Kanhu Charan Das, Ruchishree Konhar, Devendra Kumar Biswal

Abstract read
In one paragraph

Article in Bioinformatics advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Kanhu Charan DasDepartment of Zoology, North-Eastern Hill University, Shillong, Meghalaya, 793022, India.
Ruchishree KonharNational Network Project @ Biodiversity Informatics Centre, North-Eastern Hill University, Shillong, Meghalaya, 793022, India.ORCID https://orcid.org/0000-0003-1147-1054
Devendra Kumar BiswalDepartment of Zoology, North-Eastern Hill University, Shillong, Meghalaya, 793022, India.ORCID https://orcid.org/0000-0003-1093-7166

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Motivation: The Codon usage bias, the preference for certain "silent" codons over others, is determined by a competition between two main forces: mutational pressure (random changes in DNA) and translational selection (the need for efficient protein production). However, we still lack a clear understanding of how this balance operates differently within the mitochondrial versus the nuclear genomes. Results: Here, we perform a comparative analysis of 120 parasitic helminths (Platyhelminthes and Nematoda), integrating mitochondrial genomes with matched nuclear transcriptomes to dissect the drivers of codon bias. Mitochondrial genes exhibit an AT-rich bias due to mutational factors, while nuclear codon preferences strongly correlate with gene expression, with highly-expressed genes utilizing optimal codons for efficiency. Across both compartments, patterns confirm pervasive selection acting on these seemingly "silent" sites, with codon optimization concentrated in the essential core oxidative phosphorylation (OXPHOS) subunits (like COX1, COX2) but relaxed in accessory genes. Crucially, comparative analyses revealed both mitonuclear coadaptation and, in some lineages, compartmental decoupling, demonstrating that parasites employ diverse evolutionary strategies to assemble their functional respiratory system, thus establishing that synonymous codons encode important functional adaptation relevant to parasite biology and control.

Identifiers

PMID42170024
PMCPMC13187747

What OpenQuestion 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 OpenQuestion graph.