Whole-Genome Sequencing of a Year-Round Fruiting Jackfruit Variety Reveals Very High Single Nucleotide Polymorphisms in Inter-Genic Regions
Bibliographic record
Abstract
Abstract Background Jackfruit (Artocarpus heterophyllus Lam.) is a tropical and sub-tropical fruit tree distributed in Asia, Africa, and South America. It is the national fruit of Bangladesh and produces fruit in the summer season only. However, a year-round jackfruit variety, BARI Kanthal-3 developed by Bangladesh Agricultural Research Institute (BARI) provides fruits from September to June. This study aimed to evaluate the agronomic performance of BARI Kanthal-3 and to generate a draft whole genome sequence to obtain molecular insights of this important unique variety. Results Number of fruits, average each fruit weight, fruit yield per plant, edible portion in fruit and ß carotene content of BARI Kanthal-3 (n = 5) were 422/plant/year, 5.60 kg, 236.32 kg/year, 53.5% and 3614 mg/100g, respectively. During de novo assembly, 817.7 Mb of the BARI Kanthal-3 genome was scaffolded. However, in the reference-guided genome assembly, almost 843 Mb of the BARI Kanthal-3 genome was scaffolded. Through BUSCO assessment, 97.2% of the core genes were represented in the assembly with 1.3% and 1.5% either fragmented or missing, respectively. By comparing the single copy orthologues (SCOs) in three closely and one distantly related species of BARI Kanthal-3, 706 SCOs were found to be shared across the genomes of the five species. The phylogenetic analysis of the shared SCOs showed that A. heterophyllus is the closest species to BARI Kantal-3. The estimated genome size of BARI Kanthal-3 was 1.04 giga base pairs (Gbp) with a heterozygosity rate of 1.62%. The estimated GC content was 34.10%. Variant analysis revealed that BARI Kanthal-3 includes 5.7 M (35%) and 10.4 M (65%) simple and heterozygous single nucleotide polymorphisms (SNPs), and about 90% of all these polymorphisms are located in inter-genic regions. Conclusion The whole-genome sequence of A. heterophyllus cv. BARI Kanthal-3 reveals extremely high single nucleotide polymorphisms in inter-genic regions. The findings of this study will help better understanding the evolution, domestication, phylogenetic relationships, year-round fruiting and the markers development for molecular breeding of this highly nutritious fruit crop.
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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 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| 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".