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Peer-reviewedCC BY 4.0npj Viruses

Application of plant viruses in biotechnology with relation to artificial intelligence, machine learning, and nanotechnology

  • Khushboo Jain1
  • Anchal Saini2
  • Avinash Marwal3
  • Sunny Dhir2
  • S. M. Paul Khurana4
4 affiliations
  1. 1Department of Biotechnology, Faculty of Science, MVSC, Janardhan Rai Nagar Rajasthan Vidhyapeeth (Deemed to be University), Udaipur, India
  2. 2Advanced Center for Climate Resilience & Crop Protectio, Maharishi Markandeshwar (Deemed to be University), Ambala, India
  3. 3Nanoparticle Synthesis and Bioinformatics Laboratory, Department of Biotechnology, Vigyan Bhawan, Block - B, New Campus, Mohanlal Sukhadia University, Udaipur, India
  4. 4Amity University, Gurgaon, India
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Abstract

Plant viruses, once viewed as harmful agricultural pathogens, are now powerful tools in biotechnology. Their nanoscale structure, self-assembly, and biocompatibility enable applications in agriculture, medicine, and environmental sustainability. They serve in gene delivery, genome editing, diagnostics, and nanomaterials for vaccines and drug delivery. Integration with AI, ML, and bioinformatics enhances virus discovery and prediction. Despite challenges, plant viruses are emerging as versatile, sustainable resources for global biotechnological innovations.

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Cite

BibTeXRIS
BibTeX
@article{jain2026application,
  title = {{Application of plant viruses in biotechnology with relation to artificial intelligence, machine learning, and nanotechnology}},
  author = {Khushboo Jain and Anchal Saini and Avinash Marwal and Sunny Dhir and S. M. Paul Khurana},
  journal = {npj Viruses},
  year = {2026},
  month = jul,
  doi = {10.1038/s44298-026-00193-6},
  url = {https://doi.org/10.1038/s44298-026-00193-6},
  note = {CC BY 4.0},
}
RIS
TY  - JOUR
TI  - Application of plant viruses in biotechnology with relation to artificial intelligence, machine learning, and nanotechnology
AU  - Khushboo Jain
AU  - Anchal Saini
AU  - Avinash Marwal
AU  - Sunny Dhir
AU  - S. M. Paul Khurana
PY  - 2026
DA  - 2026/07/10
JO  - npj Viruses
DO  - 10.1038/s44298-026-00193-6
UR  - https://doi.org/10.1038/s44298-026-00193-6
AB  - Plant viruses, once viewed as harmful agricultural pathogens, are now powerful tools in biotechnology. Their nanoscale structure, self-assembly, and biocompatibility enable applications in agriculture, medicine, and environmental sustainability. They serve in gene delivery, genome editing, diagnostics, and nanomaterials for vaccines and drug delivery. Integration with AI, ML, and bioinformatics enhances virus discovery and prediction. Despite challenges, plant viruses are emerging as versatile, sustainable resources for global biotechnological innovations.
SN  - 2948-1767
ER  -