Phylogenomics and adaptive evolution of the Colletotrichum gloeosporioides species complex
Bibliographic record
Abstract
The Colletotrichum gloeosporioides species complex (CGSC) is one of the most devastating fungal phytopathogens, and is composed of three main clades: Kahawae, Musae, and Theobromicola. Despite the diversity of CGSC, there is limited understanding on their evolutionary mechanisms. By analysing 49 newly assembled genomes, we found that the expansion of transposable elements, especially long terminal repeat retrotransposons, facilitates the expansion of genome size and genetic variation. In-depth analyses suggested that an intra-chromosomal inversion may have been the driving force behind the divergence of Kahawae clade from its ancestor. Within the Kahawae clade, the narrow-hosted quarantine species C. kahawae has undergone extensive chromosomal rearrangements mediated by repetitive sequences, generating highly dynamic lineage-specific genomic regions compared to the closely related broad-hosted species C. cigarro. The findings of this study highlight the role of chromosomal rearrangements in promoting genetic diversification and host adaptation, and provide new perspectives for understanding the evolution of phytopathogenic fungi. Comparative genomic study of the Colletotrichum gloeosporioides species complex provides insights into the role of chromosomal rearrangements, mediated by repetitive sequences, drive genetic diversification and host adaptation in the phytopathogens.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".