Transfer of Co-1 Gene Locus for Anthracnose Disease Resistance to Fresh Bean (Phaseolus vulgaris L.) Through Hybridization and Molecular Marker-Assisted Selection (MAS)
Bibliographic record
Abstract
Anthracnose disease, caused by the fungal pathogen Colletotricum lindemuthianum brings about great yield losses in the Blacksea Region of Turkey. The present study is carried out to start the resistance breeding program against anthracnose disease. Five pathogenic strains (2175, 3071, 3303, 3321, 4071) identified previously from Blacksea Region were inoculated on seven foreign anthracnose resistant varieties of fresh bean (MDRK, PM, Kaboon, Widusa, Machinac, Isles and Chinook) as well as on nine breeding lines (T23, TK57, TK1, Ç31,Ç28, T7, T26, TK15 and T21) which were developed as Ay?e kad?n type by pure-line selection, a method used for self-pollinated crops. Results indicated that while all the foreign varieties were resistant to these pathogen strains, the pure-lines were all susceptible. Thus foreign varieties and pure-lines were selected as parents to perform 63 combinations of genetic cross with the intention to start anthracnose resistance breeding program, only 18 of which produced seed. Through self fertilization of 360 F1 plants an F2 population of 4365 plants were obtained which were phenotyped for resistance both by inoculation with five pathogen strains as well as using resistance gene (Co-1) linked molecular marker (SEactMcca). Since Ayse Kadin type lines are of Andean origin and Co-1 locus controls resistance against Andean pathogens additional confirmation of Co-1 presence in the resistant F2 lines is of great importance. Marker screening results indicated the presence of Co-1 gene in 6 out of 18 hybrid lines. Confirmation of resistance trait inheritance on 6 F2 lines both by inoculations as well as molecular marker screening for Co-1 gene have given us the opportunity to continue with the backcross studies with high confidence. With this study anthracnose resistance breeding has been initiated in Turkey for the first time and molecular marker assisted selection has been integrated into the breeding program.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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".