PubMed · 7739906
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G Sarkar, M E Bolander. 1995-04-11. Semi exponential cycle sequencing.. https://doi.org/10.1093/nar%2F23.7.1269
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Plant viruses pose a significant threat to global agriculture and require efficient tools for their timely detection. We present AutoPVPrimer, an innovative pipeline that integrates artificial intelligence (AI) and machine learning to accelerate the development of plant virus primers. The pipeline uses Biopython to automatically retrieve different genomic sequences from the NCBI database to increase the robustness of the subsequent primer design. The design_primers_with_tuning module uses a random forest classifier that optimizes parameters and provides flexibility for different experimental conditions. Quality control measures, including the evaluation of poly-X content and melting temperature, increase primer reliability. Unique to AutoPVPrimer is the visualize_primer_dimer module, which supports the visual evaluation of primer dimers-a feature missing in other tools. Primer specificity is validated via primer BLAST, which contributes to the overall efficiency of the pipeline. AutoPVPrimer has been successfully applied to the tomato mosaic virus, proving its adaptability and efficiency. The modular design allows customization by the user and extends the applicability to different plant viruses and experimental scenarios. The pipeline represents a significant advance in primer design and provides researchers with an effective tool to accelerate molecular biology experiments. Future developments aim to extend compatibility and incorporate user feedback to consolidate AutoPVPrimer as an innovative contribution to the bioinformatics toolbox and a promising resource for the advancement of plant virology research.
The Tenuivirus maize stripe virus (MStV) shares many properties with viruses in the genus Phlebovirus of the family Bunyaviridae. Besides genome organization and gene expression strategies, one property shared by these plant- and vertebrate-infecting viruses is that transcription gives rise to virus-specific mRNAs containing nonviral 5'-terminal nucleotide sequences. The 5'-terminal nucleotides are believed to be derived from host mRNA sequences as a result of "cap-snatching." We investigated whether specific nucleotide sequences could serve as primer donors for cap-snatching in vivo. Barley (Hordeum vulgare) plants were singly and doubly infected with MStV and the Hordeivirus barley stripe mosaic virus (BSMV). A reverse transcription-PCR assay was used to identify chimeric BSMV/MStV RNAs. Specific reverse transcription-PCR products were detected from doubly infected plants by using one PCR primer corresponding to the 5' termini of the BSMV RNAs (alpha, beta, and gamma) and a second primer complementary to MStV RNA 4. The resulting cDNAs were cloned, and nucleotide sequence analysis showed them to be chimeric, containing BSMV 5'-terminal sequences as well as MStV RNA 4 sequences. All clones contained the BSMV RNA 5' primer nucleotide sequence, but they also showed characteristics common to Tenuivirus mRNAs. More than 80% of the clones contained BSMV RNA nucleotides not present on the PCR primer. Several lacked the exact 5' terminus of MStV RNA 4, a feature also seen for viruses in the Bunyaviridae. These data show that heterologous virus RNAs (BSMV) can serve as primer donors for MStV mRNA capped RNA-primed transcription in doubly infected plants.
Real-time biospecific interaction analysis was employed to monitor direct capture of a hepatitis C virus (HCV) derived polymerase chain reaction (PCR) product by nucleic acid hybridization. Different formats for hybridization were used to study the interaction between a single-stranded HCV PCR product and capture oligonucleotides immobilized on a sensor chip via streptavidin-biotin chemistry. By employing a prehybridization step in solution with nonbiotin oligonucleotides complementary to the single-stranded target and adjacent to the immobilized probe, a significant capture was achieved in comparison to the low capture efficiency obtained using single immobilized probes (9-36 mer). High capture efficiencies were also observed when shorter immobilized probes were used in combination with strings of adjacently positioned prehybridized probes (i.e., modules). Interestingly, the introduction of single nucleotide gaps between prehybridized and/or immobilized probes dramatically reduced the capture efficiency. These results suggest that flexible systems for capture could be designed from libraries of short oligonucleotides (9 mers) used in module fashion, taking advantage of stacking interactions between the oligonucleotides. The potential applications of such oligonucleotide-assisted capture systems are discussed.