Morphological characterization of para‐ and proinflammatory neutrophil phenotypes using transmission electron microscopy
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 AND OBJECTIVE: Bacterial challenge is constant in the oral cavity. To contain the commensal biofilm, partly activated neutrophils are continuously recruited as part of a normal physiologic process, without exposing the host to the harmful effect of a fully active neutrophil response. This intermediate immune state has been termed para-inflammation, as opposed to the fully activated proinflammatory state in oral disease. Directly visualizing these cells and their components via transmission electron microscopy (TEM) enhances our understanding of neutrophil activation state differences in oral health and disease, as obtained from molecular studies. The aim of this study was to describe the morphology of the para-inflammatory phenotype displayed by oral neutrophils in health, and compare it to the morphology of the naïve blood neutrophil, and the proinflammatory oral neutrophils in chronic periodontitis. This morphology was characterized by differences in granule content, phagosome content and cytoplasm and nuclear changes. We also examined the morphological changes induced in naïve neutrophils, which were stimulated in vitro by bacteria, and in oral neutrophils in full tissue samples in vivo. MATERIAL AND METHODS: Neutrophils were isolated from blood and saliva samples of patients with chronic periodontitis and healthy individuals. The cells were viewed under TEM and analyzed in imaging software examining granularity, cytoplasm density, euchromatin amount in the nucleus and phagosome content. A separate cohort of blood neutrophils was incubated with Streptococcus oralis and analyzed under TEM in the same manner. Gingival tissue samples were obtained from patients with chronic periodontitis and viewed under TEM, with the neutrophils present analyzed in the same manner. RESULTS: The proinflammatory cells showed less granulation, lighter cytoplasm and higher amount of nuclear euchromatin. These changes were accentuated in the proinflammatory oral chronic periodontitis neutrophils compared to the para-inflammatory oral health neutrophils. The oral chronic periodontitis neutrophils also contained more phagosomes and had more phagosomes containing undigested bacteria. These changes were partially reproduced in the naïve blood cells after exposing them to S. oralis. The neutrophils in the gingival tissues displayed naïve morphology when viewed in the blood vessels and gradually showed proinflammatory morphological changes as they traveled through the connective tissue into the epithelium. CONCLUSION: Oral neutrophils display morphological changes consistent with partial or full activation, corresponding to their para- or proinflammatory states. These changes can also be induced in naïve cells by incubating them with commensal bacteria. Neutrophils change their morphology towards an activated state as they travel through the gingival tissue.
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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 | 0.001 | 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 | 0.001 |
| 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 it