Construction and Characterization of a Borrelia burgdorferi Strain with Conditional Expression of the Essential Telomere Resolvase, ResT
Bibliographic record
Abstract
Borrelia species are unique in the bacterial world in possessing segmented genomes which sometimes contain over 20 genetic elements. Most elements are linear and contain covalently closed hairpin ends requiring a specialized process, telomere resolution, for their generation. Hairpin telomere resolution is mediated by the telomere resolvase, ResT. Although the process has been studied extensively in vitro, the essential nature of the resT gene has precluded biological studies to further probe the role of ResT. In this work, we have generated a B. burgdorferi strain that carries an isopropyl-β-d-thiogalactopyranoside (IPTG)-inducible resT gene controlled by a tightly regulated promoter. ResT is expressed in this strain at ~14,000 monomers per cell, similar to the ~15,000 monomers observed for the parental strain. We demonstrate ResT depletion with a half-life of 16 h upon IPTG washout. ResT depletion resulted in arrested growth 48 h after washout. Interestingly, not all spirochetes died after ResT washout, and at least 15% remained quiescent and could be resuscitated even at 2 weeks postwashout. Significant levels of DNA synthesis were not observed upon growth arrest, suggesting that ResT might interact directly or indirectly with factors controlling the initiation or elongation of DNA synthesis. Analysis of the linear plasmids lp17 and lp28-2 showed that the linear forms of these plasmids began to disappear and be replaced by higher-molecular-weight forms by 24 h post-IPTG washout. Treatment of DNA from the ResT-depleted strain with ResT in vitro revealed the presence of replicated telomeres expected in replication intermediates.
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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) | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".