<i>Chlamydia trachomatis</i>Virulence Factor CT135 is Stable<i>in vivo</i>but Highly Polymorphic<i>in vitro</i>
Bibliographic record
Abstract
Chlamydia trachomatis is an important human pathogen causing both ocular and sexually transmitted disease. Recently, we identified CT135 as an important virulence determinant in a mouse infection model. Results from CEL 1 digestion assays and sequencing analyses indicated that CT135 was much more polymorphic in high in vitro passage reference serovars than it was in clinical strains that had undergone limited passaging. Herein, we used targeted next-generation sequencing of the CT134-135 locus, from reference strains and clinical isolates, enabling accurate discovery of single nucleotide polymorphisms and other population genetic variations. Our results indicate that CT134 is stable in all C. trachomatis serovars examined. In contrast, CT135 is highly polymorphic in high-passaged reference ocular and non-LGV genital serovars, with the majority of the mutations resulting in gene disruption. In low-passaged ocular clinical isolates, CT135 was frequently disrupted, whereas in genital clinical isolates CT135 was intact in almost all instances. When a serovar K isolate, with an intact CT134 and CT135, was subjected to serial passage in vitro CT134 remained invariable, while numerous gene interrupting mutations rapidly accumulated in CT135. Collectively, our data indicate that, for genital serovars, CT135 is under strong positive selection in vivo, and negative selection in vitro.
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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 | 0.000 |
| 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".