# Integrated gene network analysis and experimental validation identify key hub genes in potato response to Potato Virus Y infection

**Authors:** Roya Karimipour, Davoud Koolivand, Abozar Ghorbani, Masoud Naderpour, Mahsa Rostami, Rajarshi Gaur, Rajarshi Gaur, Rajarshi Gaur, Rajarshi Gaur

PMC · DOI: 10.1371/journal.pone.0329747 · PLOS One · 2025-08-14

## TL;DR

This study combines gene network analysis and experiments to identify key genes in potato plants that help resist Potato Virus Y infection.

## Contribution

The study identifies hub genes and miRNA interactions critical for potato defense against PVY and proposes strategies for engineering resistant cultivars.

## Key findings

- NAD2 is upregulated 5.58-fold in resistant potato plants, indicating its role in antiviral defense.
- MicroRNAs stu-miR8015-5p and stu-miR396-5p are linked to defense gene regulation.
- Codon usage bias and promoter motifs suggest strategies for improving viral resistance in potatoes.

## Abstract

Potato (Solanum tuberosum) is a staple food crop that supports global food security, ranking as the world’s third most important food crop after rice and wheat in terms of human consumption, and it is threatened by Potato virus Y (PVY), which causes severe yield losses. This study integrates bioinformatics analysis and experimental approaches to elucidate molecular defense mechanisms against PVY infection. Using transcriptomic data from PVY-infected potato plants, we constructed protein-protein interaction (PPI) networks and identified hub genes central to defense responses. The qPCR validation showed that three hub genes (NAD1, NAD2, NAD3) were upregulated in resistant Sante plants but downregulated in susceptible Agria. Among these, NAD2 showed a striking 5.58-fold increase in Sante, highlighting its critical role in stress signaling and antiviral defense. Network analysis revealed interactions with microRNAs (miRNAs), including stu-miR8015-5p and stu-miR396-5p, suggesting complex regulatory networks. Codon usage bias analysis highlighted adaptive codon preferences optimized for translational efficiency, supporting potential strategies like codon deoptimization to impair viral fitness. Promoter motif analysis identified stress-responsive cis-regulatory elements linked to abscisic acid signaling, critical for antiviral responses. This comprehensive study establishes a framework for targeting hub genes and miRNAs to engineer PVY-resistant cultivars, thereby offering a sustainable solution.

## Linked entities

- **Genes:** nad1 (NADH dehydrogenase subunit 1) [NCBI Gene 800323], nad2 (NADH dehydrogenase subunit 2) [NCBI Gene 800360], nad3 (NADH dehydrogenase subunit 3) [NCBI Gene 800339]
- **Species:** Solanum tuberosum (taxon 4113)

## Full-text entities

- **Chemicals:** abscisic acid (MESH:D000040)
- **Species:** Potato virus Y (no rank) [taxon 12216], Oryza sativa (Asian cultivated rice, species) [taxon 4530], Homo sapiens (human, species) [taxon 9606], Solanum tuberosum (potatoes, species) [taxon 4113]

## Full text

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## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12352841/full.md

## References

44 references — full list in the complete paper: https://tomesphere.com/paper/PMC12352841/full.md

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Source: https://tomesphere.com/paper/PMC12352841