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Life Sciences · Agricultural and Biological Sciences

Plant Virus Research Studies
Research Guide

What is Plant Virus Research Studies?

Plant Virus Research Studies is the body of scientific work that investigates plant-infecting viruses and plant antiviral responses, including viral RNA silencing, gene silencing, virus–host interactions, transmission, and virus-enabled tools for functional genomics and genome editing.

Plant Virus Research Studies comprises 139,217 works focused on mechanisms such as viral RNA silencing, small RNAs, and RNA-dependent RNA polymerase–linked antiviral defense, as well as applied methods for detection and functional interrogation of plant genes during infection. "Characteristics of the Microplate Method of Enzyme-Linked Immunosorbent Assay for the Detection of Plant Viruses" (1977) established an antibody-based assay format for sensitive plant virus detection in purified preparations and plant extracts. "MicroRNAs" (2004) synthesized core principles of microRNA biology that are routinely used to interpret small-RNA-mediated regulation and antiviral silencing phenomena studied in plant virus systems.

Topic Hierarchy

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graph TD D["Life Sciences"] F["Agricultural and Biological Sciences"] S["Plant Science"] T["Plant Virus Research Studies"] D --> F F --> S S --> T style T fill:#DC5238,stroke:#c4452e,stroke-width:2px
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139.2K
Papers
N/A
5yr Growth
2.2M
Total Citations

Research Sub-Topics

Why It Matters

Plant virus research directly supports crop protection by enabling reliable diagnostics, mechanistic understanding of host defense, and virus-based delivery approaches for plant biotechnology. For routine surveillance and confirmation of infections in research and applied settings, Clark and Adams (1977) described a microplate ELISA approach in "Characteristics of the Microplate Method of Enzyme-Linked Immunosorbent Assay for the Detection of Plant Viruses," emphasizing sensitive detection across morphologically different viruses in both purified preparations and unclarified plant extracts—an operationally practical format for large sample numbers. At the mechanistic level, Bernstein et al. (2001) identified a ribonuclease required for initiation of RNA interference in "Role for a bidentate ribonuclease in the initiation step of RNA interference," which informs how small-RNA pathways can be leveraged or countered during virus–host interactions. For functional genomics in plants, Jefferson et al. (1987) introduced a widely used reporter strategy in "GUS fusions: beta-glucuronidase as a sensitive and versatile gene fusion marker in higher plants.," enabling quantitative readouts that can be paired with virus-induced gene silencing experiments described in this topic cluster. In high-throughput molecular profiling relevant to host responses and infection states, Schena et al. (1995) demonstrated parallel expression measurement with cDNA arrays in "Quantitative Monitoring of Gene Expression Patterns with a Complementary DNA Microarray," a foundation for transcriptomic comparisons between infected and uninfected tissues.

Reading Guide

Where to Start

Start with Bartel (2004), "MicroRNAs," because it provides the conceptual vocabulary for small-RNA biogenesis and function that is repeatedly invoked when interpreting viral RNA silencing and host regulatory responses in plant virus experiments.

Key Papers Explained

Mechanistic understanding of small-RNA pathways can be anchored by Bernstein et al. (2001), "Role for a bidentate ribonuclease in the initiation step of RNA interference," and then contextualized with Bartel (2004), "MicroRNAs," which generalizes small-RNA regulatory logic. For measuring host responses and validating gene-level hypotheses during infection, Jefferson et al. (1987), "GUS fusions: beta-glucuronidase as a sensitive and versatile gene fusion marker in higher plants.," provides a robust reporter system, while Schena et al. (1995), "Quantitative Monitoring of Gene Expression Patterns with a Complementary DNA Microarray," enables parallel expression profiling across many genes. For detection and surveillance, Clark and Adams (1977), "Characteristics of the Microplate Method of Enzyme-Linked Immunosorbent Assay for the Detection of Plant Viruses," offers an assay template that remains a practical reference point for plant virus diagnostics workflows.

Paper Timeline

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graph LR P0["GUS fusions: beta-glucuronidase ...
1987 · 9.9K cites"] P1["PCR protocols — A guide to metho...
1990 · 11.8K cites"] P2["16S ribosomal DNA amplification ...
1991 · 11.6K cites"] P3["Quantitative Monitoring of Gene ...
1995 · 9.5K cites"] P4["MicroRNAs
2004 · 34.5K cites"] P5["Reference sequence RefSeq data...
2015 · 6.8K cites"] P6["Improved metagenomic analysis wi...
2019 · 6.2K cites"] P0 --> P1 P1 --> P2 P2 --> P3 P3 --> P4 P4 --> P5 P5 --> P6 style P4 fill:#DC5238,stroke:#c4452e,stroke-width:2px
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Most-cited paper highlighted in red. Papers ordered chronologically.

Advanced Directions

Advanced work often combines curated reference sequences for reproducible annotation (O’Leary et al. (2015), "Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation") with high-throughput classification methods for sequencing data (Wood et al. (2019), "Improved metagenomic analysis with Kraken 2"). For perturbation and functional screening directions relevant to virus-enabled delivery or host-factor discovery, Sanjana et al. (2014), "Improved vectors and genome-wide libraries for CRISPR screening," provides design concepts for scalable genetic interrogation.

Papers at a Glance

# Paper Year Venue Citations Open Access
1 MicroRNAs 2004 Cell 34.5K
2 PCR protocols — A guide to methods and applications 1990 Trends in Biochemical ... 11.8K
3 16S ribosomal DNA amplification for phylogenetic study 1991 Journal of Bacteriology 11.6K
4 GUS fusions: beta-glucuronidase as a sensitive and versatile g... 1987 The EMBO Journal 9.9K
5 Quantitative Monitoring of Gene Expression Patterns with a Com... 1995 Science 9.5K
6 Reference sequence (RefSeq) database at NCBI: current status, ... 2015 Nucleic Acids Research 6.8K
7 Improved metagenomic analysis with Kraken 2 2019 Genome biology 6.2K
8 Improved vectors and genome-wide libraries for CRISPR screening 2014 Nature Methods 5.3K
9 Role for a bidentate ribonuclease in the initiation step of RN... 2001 Nature 4.8K
10 Characteristics of the Microplate Method of Enzyme-Linked Immu... 1977 Journal of General Vir... 4.8K

In the News

Code & Tools

GitHub - healthyPlant/PVseek: a lightweight cross-platform plant viral diagnosis pipeline for high throughput sequencing data (RNA-seq, small RNA-seq, AmpliSeq/HiPlex, Nanopore)
github.com

PVseek is an open-source bioinformatics pipeline for plant virus detection using virous high throughput sequencing data, including Illumina RNA-seq...

GitHub - biotecnologiamicrobianaunalmed/Plant-Virus-Detection-Pipeline: PVDP is an open source tool for the identification of plant viruses in RNA-seq data. This project was funded by Fondo de Ciencia, Tecnología e Innovación del Sistema General de Regalías del Departamento de Antioquia under grant 1101-805-62787 (Convenio No. 4600007658-779) and executed with the participation of Universidad Nacional de Colombia sede Medellín, Universidad CES and Fedepapa. The project was supervised by Secretaria de Agricultura de Antioquia and Ministerio de Ciencia, Tecnología e Innovación de Colombia.
github.com

PVDP is an open source tool for the detection of plant viruses in RNAseq data designed to be used locally in desktop computers with moderate comput...

GitHub - cbib/virhunter: Deep Learning method for novel virus detection in sequencing data
github.com

**VirHunter** is a tool that uses deep learning to identify viruses in plant virome sequencing datasets. In particular, VirHunter classifies previo...

GitHub - abaizan/kodoja: Kodoja: identifying viruses from plant RNA sequencing data
github.com

Kodoja takes the raw data (either fasta or fastq) and uses Kraken, a k-mer-based tool, and Kaiju, which used the Burrows–Wheeler transform, to dete...

GitHub - genomic-surveillance/rvi-viral-lens: A viral metagenomics pipeline developed by the Wellcome Sanger Institute, Genome Surveillance Unit
github.com

The **Viral Lens** is a bioinformatic pipeline deal with short-read sequencing data generated from the bait-capture protocols for enrichment design...

Recent Preprints

Latest Developments

Recent developments in plant virus research include the engineering of plant virus nanoparticles for drug delivery and cancer vaccines by Nicole Steinmetz (The Scientist), the creation of new methods to observe plant respiration and viral interactions (ScienceDaily, published December 2025), and advances in understanding plant antiviral mechanisms such as RNA m6A modifications and ubiquitin-proteasome recognition systems (Nature, published January 2026). Additionally, international conferences like the "International Advances in Plant Virology 2025" and "Viruses 2026" are highlighting ongoing research efforts (Global Plant Council, Sciforum).

Frequently Asked Questions

What are Plant Virus Research Studies focused on in this literature cluster?

Plant Virus Research Studies in this cluster focus on viral RNA silencing, gene silencing, plant immunity, virus–host interactions, recombination analysis, and virus transmission, with emphasis on small RNAs and RNA-dependent RNA polymerases in antiviral defense. The cluster also includes work using virus-induced gene silencing as a tool for studying plant gene function.

How are plant viruses commonly detected in laboratory and field-adjacent workflows?

Clark and Adams (1977) described a microplate ELISA format in "Characteristics of the Microplate Method of Enzyme-Linked Immunosorbent Assay for the Detection of Plant Viruses" that enables sensitive detection of plant viruses in purified preparations and in unclarified plant extracts. This provides an antibody-based assay approach suited to screening many samples in parallel.

How does RNA interference connect to plant antiviral defense in foundational studies?

Bernstein et al. (2001) showed that a ribonuclease is required for the initiation step of RNA interference in "Role for a bidentate ribonuclease in the initiation step of RNA interference." This mechanistic result underpins how small-RNA-guided pathways can recognize and process viral RNA during infection.

Which papers provide core conceptual grounding for small-RNA mechanisms relevant to plant virus studies?

Bartel (2004) synthesized central concepts of microRNA biogenesis and function in "MicroRNAs," which is frequently used to interpret small-RNA behavior in antiviral silencing contexts. Bernstein et al. (2001) provided mechanistic insight into RNAi initiation in "Role for a bidentate ribonuclease in the initiation step of RNA interference," complementing microRNA-focused frameworks.

Which experimental tools from the highly cited literature support functional analysis of plant genes during virus infection?

Jefferson et al. (1987) introduced a sensitive reporter strategy in "GUS fusions: beta-glucuronidase as a sensitive and versatile gene fusion marker in higher plants.," enabling clear readouts of gene expression in plant tissues. Schena et al. (1995) demonstrated parallel expression measurement in "Quantitative Monitoring of Gene Expression Patterns with a Complementary DNA Microarray," supporting infection-versus-control comparisons at scale.

Which computational or reference resources are commonly used when analyzing sequence data relevant to plant virus studies?

O’Leary et al. (2015) described curated, annotated sequence records in "Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation," which supports consistent naming and interpretation of genomic features. Wood et al. (2019) presented a faster metagenomic classification approach in "Improved metagenomic analysis with Kraken 2," which is often used as a building block for virus detection from sequencing data.

Open Research Questions

  • ? Which specific host small-RNA pathway components most strongly determine whether viral RNA silencing results in resistance versus tolerance, given the mechanistic dependencies highlighted in "Role for a bidentate ribonuclease in the initiation step of RNA interference" (2001) and the regulatory principles summarized in "MicroRNAs" (2004)?
  • ? How can antibody-based assays in the format described by "Characteristics of the Microplate Method of Enzyme-Linked Immunosorbent Assay for the Detection of Plant Viruses" (1977) be systematically benchmarked against sequencing-based classification approaches such as "Improved metagenomic analysis with Kraken 2" (2019) for sensitivity and specificity across diverse virus groups?
  • ? Which experimental designs best integrate reporter-based readouts from "GUS fusions: beta-glucuronidase as a sensitive and versatile gene fusion marker in higher plants." (1987) with genome-scale expression profiling from "Quantitative Monitoring of Gene Expression Patterns with a Complementary DNA Microarray" (1995) to separate direct antiviral defense effects from secondary stress responses?
  • ? How should plant-virus sequence submissions and annotations be standardized so that comparative analyses remain interoperable across studies, building on the curation and taxonomic expansion described in "Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation" (2015)?
  • ? Which constraints in viral-vector cargo capacity and guide/effector design can be mitigated by leveraging compact genome-editing systems and screening approaches related to "Improved vectors and genome-wide libraries for CRISPR screening" (2014) in plant virus delivery contexts?

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