Preliminary work for full -lenght CDNA clones construction of Italian Soil-borne cereal mosaic virus isolate
Bibliographic record
Abstract
A mosaic disease of winter wheat was first described in the USA in 1919 and later was world wide associated to the Furovirus Soil-borne wheat mosaic virus (SBWMV), transmitted by the soil-borne plasmodiophorid Polymyxa graminis. Subsequent sequence \nanalyises divided American, European and Chinese isolates into different species within the Furovirus genus: wheat mosaic disease is generally caused by the species SBWMV in the United States, Brazil and Canada, Soil-borne cereal mosaic virus (SBCMV ) in Europe and Chinese wheat mosaic virus (CWMV) in Asia. \nIn Italy, SBCMV was first reported in 1960 on cultivars of common wheat (Triticum aestivum) grown in the Po valley, and subsequently also on durum wheat (Triticum durum) in the central and southern Italian regions. SBCMV has been shown to cause grain yield reductions of about 50-70% on the most susceptible varieties in Italy. The use of resistant varieties, due to the persistent nature of the virus within the soil, is the only practical and economical viable \nmean of control. \nThe SBWMV, SBCMV and CWMV genomes consist of two plus-sense strands of RNA. \nRNA1 (about 7 kb) contains three open reading frames which encode for the RNA polymerase, the methyltransferase-helicase and the cell-to-cell movement proteins, The RNA2 (about 3.7 kb) encodes for the coat protein, for protein involved on lasmodiophorid \ntransmission of the virus, pathogenicity determinant, suppressor of RNA silencing and for 25 kDa protein with unknown function. \nAn Italian isolate of SBCMV has been derived from infected wheat plants collected in a field near Bologna in 2007. Instability of a viral cDNA insert in a bacterial plasmid vector has been previously reported with a number of plus-sense RNA viruses in the process of construction of full-length cDNA clones. Several approaches have been examined as a solution for this problem with the aim to produce cDNA clones of the complete SBCMV genome. \nStrategies based on the use of several plasmid vectors with different markers and high- or low-copy numbers, cDNA insertion in both orientations in the plasmid, insertion of multiple \nintrons into a full-length cDNA, use of E. coli and Bacillus subtilis strains with different phenotypes have been employed in attempting the construction of the full-length SBCMV \nRNA-1 cDNA clone. Two clones, containing the 5’-terminal 3.9-kb region and the 3’-terminal 3.1-kb region, have been produced and a full-length form can be reconstituted from them. \nPlasmid containing SBCMV RNA-2 cDNA has been obtained cloning full-length PCR product. \nBiological activity of the clones has been tested by rub-inoculation on Chenopodium quinoa and T. durum plants of the in vitro transcripts produced from plasmids.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 0.014 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".