Detailed Examination of Cytoskeletal Networks Within Enteropathogenic <i>Escherichia coli</i> Pedestals
Bibliographic record
Abstract
Enteropathogenic Escherichia coli (EPEC) manipulate the cytoskeleton of host intestinal epithelial cells, producing membrane protrusions termed pedestals that the bacteria reside on throughout the course of their infections. By definition pedestals are actin-based structures, however recent work has identified the spectrin cytoskeleton as a necessary component of EPEC pedestals. Here, we investigated the detailed arrangement of the spectrin and actin cytoskeletons within these structures. Immunofluorescent imaging revealed that the spectrin network forms a peripheral cage around actin at the membranous regions of pedestals. Myosin S1 fragment decorated actin filaments examined by electron microscopy demonstrated that actin filaments orientate with their fast-growing barbed ends toward the lateral membranes of EPEC pedestals. These findings provide a detailed descriptive analysis, which further illustrate the spectrin cytoskeletal organization within these structures.
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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 | 0.000 | 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 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".