Multiple gene genealogical analyses reveal both common and distinct population genetic patterns among replicons in the nitrogen-fixing bacterium Sinorhizobium meliloti
Bibliographic record
Abstract
Sinorhizobium meliloti is a Gram-negative alpha-proteobacterium that can form symbiotic relationships with alfalfa and fix atmospheric nitrogen. The complete genome of a laboratory strain, Rm1021, was published in 2001, and the genome of this strain is arranged in three replicons: a chromosome of 3.65 million base pairs (Mb), and two megaplasmids, pSymA (1.35 Mb) and pSymB (1.68 Mb). However, the potential difference in genetic variation among the three replicons in natural strains remains poorly understood. In this study, a total of 16 gene fragments were sequenced, four from pSymA and six each from the chromosome and pSymB, for 49 natural S. meliloti strains. The analyses identified significant differences in divergence among genes, with the mean Hasegawa-Kishino-Yano-1985 (HKY85) distance ranging from 0.00157 to 0.04109 between pairs of strains. Overall, genes on pSymA showed the highest mean HKY85 distance, followed by those on pSymB and the chromosome. Although evidence for recombination was found, the authors' population genetic analyses revealed overall significant linkage disequilibria among genes within both pSymA and the chromosome. However, genes on pSymB were in overall linkage equilibrium, consistent with frequent recombination among genes on this replicon. Furthermore, the genealogical comparisons among the three replicons identified significant incongruence, indicating reassortment among the three replicons in natural populations. The results suggest both shared and distinct patterns of molecular evolution among the three replicons in the genomes of natural strains of S. meliloti.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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".