Expression, purification, crystallization and preliminary crystallographic analysis of PilA from the nontypeable<i>Haemophilus influenzae</i>type IV pilus
Bibliographic record
Abstract
The type IV pili of nontypeable Haemophilus influenzae (NTHi) are involved in twitching motility, adherence, competence and biofilm formation. They are potential virulence factors for this important human pathogen and are thus considered to be vaccine targets. To characterize these pili, an attempt to solve the atomic structure of the major pilin subunit PilA was initiated. A 1.73 Å resolution X-ray diffraction data set was collected from native N-terminally truncated PilA (ΔN-PilA). Data processing indicated a hexagonal crystal system, which was determined to belong to space group P6(1) or P6(5) based on the systematic absences and near-perfect twinning of the crystal. The unit-cell parameters were a = b = 68.08, c = 197.03 Å with four molecules in the asymmetric unit, giving a solvent content of 50%. Attempts to solve the ΔN-PilA structure by molecular replacement with existing type IV pilin and type II secretion pseudopilin structures are in progress.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".