Protoporphyrin IX derived from dual-species anaerobic biofilms of Fusobacterium necrophorum and Porphyromonas levii attenuates bovine neutrophil function
Bibliographic record
Abstract
Host immune cells and clinical interventions often fail to eradicate biofilm-mediated infections, resulting in chronic inflammation. The role of the biofilm three-dimensional structure in this tolerant phenotype has been studied extensively; however, the impact of small molecules released from biofilm-bacteria in modulating host immune function is less well understood. A model of mixed-species biofilms composed of Fusobacterium necrophorum and Porphyromonas levii was developed to evaluate bovine neutrophil responses to bioactive molecules released from either biofilm or planktonic bacteria. We hypothesized that different soluble extracellular factors (ECFs) would be released from planktonic and biofilm bacteria, resulting in altered neutrophil function. Neutrophils exposed to ECFs from planktonic bacteria showed significantly elevated levels of reactive oxygen species (ROS). In contrast, biofilm components from these same species of bacteria failed to induce such a response. Size-exclusion filtration of ECFs revealed that the bioactive molecule causing neutrophil ROS responses was below 3 kDa. Intensive heat, nuclease, lipase, or protease treatments of the <3 kDa fractions did not alter neutrophil functional responses. Protoporphyrin IX (PPIX) is an important heme precursor and growth requirement for many anaerobes. Porphyromonas species can accumulate environmental PPIX at the cell surface as a strategy to protect the bacteria from oxidative stress and we investigated the direct interaction of bovine neutrophils with PPIX. In the present study, evidence suggests that the accumulation of protoporphyrin in these dual-species biofilm ECFs attenuates neutrophil ROS production and chemotaxis. The diminished neutrophil response to biofilm ECFs via the action of PPIX may represent a biofilm immune-evasion strategy that could assist in explaining the ineffectual host clearance of biofilm-mediated infections involving these bacteria.
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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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 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".