Chemoenzymatic synthesis of an α-1,6-glucan-based conjugate vaccine against <i>Helicobacter pylori</i>
Bibliographic record
Abstract
In this study, we investigated the utility of glycoconjugates based on a linear α-1,6-glucan chain synthesized using a recombinant α-1,6-glucosyltransferase from the 26695 strain of Helicobacter pylori. Capillary electrophoresis-mass spectrometry analysis confirmed the main product to contain 9-10 sequentially added α-1,6-linked glucose residues. This was consistent with a length of α-1,6-glucan structure present in the outer core region of H. pylori lipopolysaccharide (LPS) from strains 26695 and 26695 HP0826::Kan. The synthetic α-1,6-glucan was conjugated to either bovine serum albumin or tetanus toxoid and immunological properties of resultant glycoconjugates investigated. The conjugates were immunogenic in rabbits and mice and induced strong and specific IgG responses against purified LPS from typeable and nontypeable α-1,6-glucan-positive H. pylori strains. Furthermore, the post-immune sera from rabbits that received the conjugates were bactericidal and cross-reacted with selected clarithromycin-resistant and clarithromycin-susceptible clinical isolates of H. pylori. This technology offers a novel approach to the design of a synthetic carbohydrate-based vaccine against H. pylori.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
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".