Capsular Switching in Group B Streptococcus CC17 Hypervirulent Clone: A Future Challenge for Polysaccharide Vaccine Development
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: The capsular polysaccharide (CPS) is an important virulence factor and a vaccine target of the major neonatal pathogen group B Streptococcus (GBS). Population studies revealed no strong correlation between CPS type and multilocus sequence typing (MLST) cluster, with the remarkable exception of the worldwide spread of hypervirulent GBS CC17, which were all until recently CPS type III. METHODS: A total of 965 GBS strains from invasive infection isolated in France were CPS typed and the presence of the CC17-specific surface protein encoding gene hvgA gene was investigated. Three hvgA-positive GBS strains screened were surprisingly CPS type IV and thus further characterized by MLST typing, pulsed-field gel electrophoresis (PFGE), and whole genome sequencing. RESULTS: MLST and PFGE demonstrated a capsular switching from CPS type III to IV within the highly homogeneous GBS CC17. Sequence analysis revealed that this capsular switch was due to the exchange of a 35.5-kb DNA fragment containing the entire cps operon. CONCLUSIONS: This work shows that GBS CC17 hypervirulent strains have switched one of their main vaccine targets. Thus, continued surveillance of GBS population remains of the utmost importance during clinical trials of conjugate GBS vaccines.
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.
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 it