# Analysis of Codon Usage Bias Between Entomopathogenic Fungus Ophiocordyceps sinensis and Its Host, Thitarodes xiaojinensis

**Authors:** Jinxuan Yan, Chuyu Tang, Haoxu Tang, Bing Jia, Chao Feng, Jianzhao Qi, Yuling Li, Xiuzhang Li

PMC · DOI: 10.3390/biology15040346 · Biology · 2026-02-16

## TL;DR

This paper studies how codon usage differs between a parasitic fungus and its insect host, revealing how genetic factors might contribute to their specific relationship.

## Contribution

The study reveals co-adaptation in codon usage between a parasitic fungus and its host, offering new molecular insights into obligate parasitism.

## Key findings

- Codon usage in nuclear genes is shaped by natural selection, while mitochondrial genes are influenced by mutational pressure.
- Overlap in optimal codons for certain amino acids suggests gene-expression level co-adaptation between the fungus and its host.
- Nuclear genomes of O. sinensis and T. xiaojinensis show contrasting GC-ending codon preferences.

## Abstract

Ophiocordyceps sinensis, a rare medicinal fungus endemic to the Qinghai–Tibet Plateau, exhibits a highly specific obligate parasitic relationship with its insect host, Thitarodes xiaojinensis. To investigate potential genetic underpinnings of this specificity, we analyzed codon usage bias in both the nuclear and mitochondrial genomes of the fungus and its host. The results indicate that codon usage in both organisms is shaped by both natural selection and mutational pressure. The nuclear genes are primarily driven by natural selection, whereas the mitochondrial genes are more influenced by mutational pressure. Notably, overlap in optimal codons for certain amino acids suggests possible co-adaptation at the gene-expression level. This study provides molecular evolutionary insights into the adaptation mechanisms of O. sinensis and its host, offering new perspectives on the evolution of obligate parasitism and a theoretical basis for future cultivation and conservation efforts.

Ophiocordyceps sinensis, a fungus parasitic on insects, attracts interest due to its unique medicinal applications and complex ecological interactions. The potential relationship between codon usage bias and the parasitic relationship between O. sinensis and Thitarodes xiaojinensis was explored by analyzing the nuclear genomes and mitochondrial genomes of the two. The nuclear genomes showed contrasting preferences: O. sinensis sclerotium exhibited strong GC-ending codon bias (GC3 = 66.13%), while T. xiaojinensis favored AT-ending codons (GC3 = 49.14%). Conversely, both mitochondrial genomes displayed a strong preference (>70% AT) for AT-ending codons. Optimal codon analysis revealed 25 (GC-ending) in O. sinensis and 28 (GC-ending) in T. xiaojinensis nuclear genomes, with overlaps for Leu, Val, Ser, and Pro. The mitochondrial genomes had fewer optimal codons (16 and 13, AT-ending), showing limited overlap (Phe, Leu, Asp, Ser). Neutral plotting analysis, effective number of codons analysis, relative synonymous codon usage analysis, and parity bias analysis showed that the codon usage preferences of the nuclear genomes and mitochondrial genomes of O. sinensis and T. xiaojinensis are jointly affected by selection and mutation pressure. Natural selection predominates in nuclear genomes, while mutation pressure dominates in mitochondrial genomes. This provides new molecular insights into their host–parasite specificity.

## Linked entities

- **Species:** Ophiocordyceps sinensis (taxon 72228)

## Full-text entities

- **Diseases:** injury to (MESH:D014947)
- **Chemicals:** ENC (-), pyrimidines (MESH:D011743), GC (MESH:C057580), purines (MESH:D011687), cytosine (MESH:D003596), AT (MESH:D001246)
- **Species:** Thitarodes sejilaensis (species) [taxon 1863030], Cordyceps (genus) [taxon 45234], Homo sapiens (human, species) [taxon 9606], Amanita muscaria (fly agaric, species) [taxon 41956], Thitarodes pui (species) [taxon 507567], Samsoniella yunnanensis (species) [taxon 2775450], Argynnis hyperbius (Indian fritillary, species) [taxon 405014], Hepialus xiaojinensis (species) [taxon 1589740], Medicago truncatula (barrel medic, species) [taxon 3880], Danaus plexippus (American monarch, species) [taxon 13037], Drosophila melanogaster (fruit fly, species) [taxon 7227], Medicago polymorpha (species) [taxon 47084], Amanita sinensis (species) [taxon 67728], Beauveria bassiana (species) [taxon 176275], Amanita phalloides (death cap, species) [taxon 67723], Volvariella volvacea (paddy straw mushroom, species) [taxon 36659], Helcystogramma macroscopa (species) [taxon 1604231], Schizosaccharomyces pombe (fission yeast, species) [taxon 4896], Medicago sativa (alfalfa, species) [taxon 3879], Ostrinia furnacalis (Asian corn borer, species) [taxon 93504], Ophiocordyceps sinensis (species) [taxon 72228], Saccharomyces cerevisiae (baker's yeast, species) [taxon 4932], Kallima inachus (dead leaf butterfly, species) [taxon 311037], Epichloe festucae (species) [taxon 35717], Heliconius melpomene (common postman, species) [taxon 34740], Potanthus flavus (species) [taxon 218756], Thitarodes damxungensis (species) [taxon 92018], Bombyx mandarina (wild silkworm, species) [taxon 7092], Ahamus yunnanensis (species) [taxon 869564]

## Full text

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## Figures

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## References

55 references — full list in the complete paper: https://tomesphere.com/paper/PMC12938682/full.md

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Source: https://tomesphere.com/paper/PMC12938682