A novel, precise and high-throughput technology for viroid detection in cannabis (MFDetectTM)
Fernandez i Marti, A.; Parungao, M.; Selimotic, B.; Farrar, G.; Seyler, T.; Anand, A.; Ahmad, R.
Show abstract
Hop latent viroid (HLVd) is a severe disease of cannabis, causing substantial economic losses in plant yield and crop value for growers worldwide. The best way to control the disease is early detection to limit the spread of the viroid in grow facilities. This study describes MFDetect as a rapid, highly sensitive, and high-throughput tool for detecting HLVd in the early stages of plant development. Furthermore, we compared MFDetect with RT-PCR in a time course experiment using different plant tissue, leaf, petiole, and roots at different plant development stages to demonstrate both technologies are comparable. Our study found leaf tissue is a suitable plant material for HLVd detection, with the viroid titer increasing in the infected leaf tissue with the age of plants. The study showed that other tissue types, including petiole and roots, were equally sensitive to detection via MFDetect. The assay developed in this research allows the screening of thousands of plants in a week. The assay can be scaled easily to provide the growers with a quick turnaround and cost-effective diagnostic tool for screening many plants and tissue types at different stages of development.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Development and validation of a real-time RT-PCR test for screening pepper and tomato seed lots for the presence of pospiviroids 95%
- Multiplex detection of "Candidatus Liberibacter asiaticus" and Spiroplasma citri by qPCR and droplet digital PCR 95%
- Probing Loop-Mediated Isothermal Amplification (LAMP) targeting two gene-fragments of rose rosette virus 95%
Similar papers in this journal
- Exogenous application of dsRNA for the control of viruses in cucurbits 94%
- Tomato spotted wilt virus benefits its thrips vector by modulating metabolic and plant defense pathways in tomato 93%
- Molecular identification and functional analysis of HrpZ2, a new member of harpin superfamily from Pseudomonas syringae inducing hypersensitive response in tobacco. 93%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- The disease progression and molecular defense response in Chenopodium quinoa infected with Peronospora variabilis, the causal agent of quinoa downy mildew 93%
- Differential detection of Tomato mosaic virus (ToMV) and Tomato brown rugose fruit virus (ToBRFV) using CRISPR-Cas12 93%
- Development and optimization of a germination assay and long-term storage for Cannabis sativa pollen 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.