Evidence map›Paper›PMID 40038214›Full record

ArticleVirus genes2025

Decoding codon usage in human papillomavirus type 59.

Xiaochun Tan, Wenyi Zhou, Shunyou Jing, Weifeng Shen, Binbin Lu

Abstract read
In one paragraph

Article in Virus genes, 2025. 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

5 authors.

Xiaochun TanDepartment of Laboratory Medicine, The First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 South Central Road, Jiaxing, 314000, China.
Wenyi ZhouDepartment of Laboratory Medicine, The First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 South Central Road, Jiaxing, 314000, China.
Shunyou JingDepartment of Clinical Laboratory, Sichuan Provincial Women's and Children's Hospital / The Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, China.
Weifeng ShenDepartment of Laboratory Medicine, The First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 South Central Road, Jiaxing, 314000, China.
Binbin LuDepartment of Laboratory Medicine, The First Hospital of Jiaxing, Affiliated Hospital of Jiaxing University, 1882 South Central Road, Jiaxing, 314000, China. kbdwn2018@163.com.

Funding

Jiaxing Key Discipline of Medicine-Clinical Diagnostics 2023-ZC-002the "Venus" Talent Training of the First Hospital of Jiaxing of Zhejiang Province of China 2022-QXM-019
6 · The paper itself

Abstract

Human Papillomavirus Type 59 (HPV-59) is a high-risk subtype linked to cervical and other cancers. However, its codon usage patterns remain underexplored despite their importance in understanding viral behavior and vaccine optimization. This study reveals a mild codon usage bias in HPV-59, with a notable preference for A/T-ending codons and 29 favored codons, primarily ending in A or T. Additionally, CpG dinucleotides were significantly underrepresented, potentially aiding immune evasion. Analyses using the Parity Rule 2, Effective Number of Codons plot, and neutrality plot indicate that both mutational pressure and natural selection shape codon usage, with natural selection playing a dominant role. The virus's codon usage moderately aligns with human translational machinery, as shown by the Isoacceptor tRNA pool, Codon Adaptation Index, and Relative Codon Deoptimization Index, reflecting an evolutionary balance between protein synthesis efficiency and host compatibility. These findings provide valuable insights into HPV-59 biology, offering guidance for developing optimized vaccines.

Indexed as

AlphapapillomavirusCodonCodon UsagePapillomaviridaeEvolution, MolecularGenome, ViralHuman Papillomavirus VirusesHumansPapillomavirus InfectionsProtein BiosynthesisSelection, GeneticCodonCodon usage biasHost adaptationHuman papillomavirus type 59Natural selectionRelative synonymous codon usage

Identifiers

PMID40038214
PMCPMC12052745

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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.