Genetic Manipulation of <i>Neisseria gonorrhoeae</i> and Commensal <i>Neisseria</i> Species
Why this work is in the frame
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Bibliographic record
Abstract
The sexually transmitted pathogen, Neisseria gonorrhoeae, undergoes natural transformation at high frequency. This property has led to the rapid dissemination of antibiotic resistance markers and the panmictic structure of the gonococcal population. However, high-frequency transformation also makes N. gonorrhoeae one of the easiest bacterial species to manipulate genetically in the laboratory. Techniques have been developed that result in transformation frequencies >50%, allowing the identification of mutants by screening and without selection. Constructs have been created to take advantage of this high-frequency transformation, facilitating genetic mutation, complementation, and heterologous gene expression. Similar methods have been developed for N. meningitidis and nonpathogenic Neisseria including N. mucosa and N. musculi. Techniques are described for genetic manipulation of N. gonorrhoeae and commensal Neisseria species, as well as for growth of these fastidious organisms. © 2024 The Author(s). Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Spot transformation of Neisseria gonorrhoeae on agar plates Basic Protocol 2: Spot transformation of commensal Neisseria on agar plates Basic Protocol 3: Transformation of Neisseria gonorrhoeae in liquid culture Basic Protocol 4: Electroporation of Neisseria gonorrhoeae Basic Protocol 5: Creation of unmarked mutations using a positive and negative selection cassette Basic Protocol 6: In vitro mutagenesis of Neisseria gonorrhoeae chromosomal DNA using EZ-Tn5 Basic Protocol 7: Chemical mutagenesis Basic Protocol 8: Complementation on the Neisseria gonorrhoeae chromosome Alternate Protocol 1: Complementation with replicating plasmids Alternate Protocol 2: Complementation on the Neisseria musculi or Neisseria mucosa chromosome Basic Protocol 9: Preparation of chromosomal DNA from Neisseria gonorrhoeae grown on solid medium Alternate Protocol 3: Preparation of chromosomal DNA from Neisseria gonorrhoeae grown in broth Support Protocol: Preparing PCR templates from Neisseria gonorrhoeae colonies.
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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) | 0.001 | 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 it