Engineered Immunomodulatory Nanoparticles Inhibit Root Resorption and Ankylosis
Bibliographic record
Abstract
INTRODUCTION: External root resorption following avulsion injury is a complex process wherein differentiation of macrophages (Mϕ) to multinucleated osteoclasts is temporally regulated by resident periodontal fibroblasts (PDLF). The current study aims to assess the effect of engineered bioactive chitosan nanoparticles (CSNP), sustained released dexamethasone conjugated CSNP (CS-DEX) and CSNP functionalized with photosensitizer Rose Bengal (CSRB) for application in root resorption using an in-vitro PDLF-Mϕ direct coculture model and in-vivo delayed reimplantation model. METHODS: PDLF-Mϕ direct coculture system was exposed to lipopolysaccharide (LPS), macrophage colony stimulating factor, receptor activator of nuclear factor kappa β ligand with or without CSNP/CS-DEX for 7 days. Clastic differentiation was assessed by tartrate resistant acid phosphatase (TRAP) staining on day 7. On day 2 and 7, immunofluorescence analysis was conducted to assess the expression of Mϕ polarization markers (CD80, CD206), multinucleation markers (NFATc1, STAT6) in Mϕ and matricellular protein periostin in PDLF and cytokine profiling in cell culture supernatants. Delayed replantation model with extraoral air dry/LPS exposure for 1h followed by root surface treatment with CS-DEX/CSRB was used in Wistar rats. After 21 days, rats were euthanized for histologic and immunofluorescence analysis. Statistical analysis one-way ANOVA with Tukey's multiple comparisons was used to analyze the data (P < .05). RESULTS: cells. Immunofluorescence analysis showed that CSNP/CS-DEX reduced CD80, NFATc1 and STAT6 expression and increased periostin as expressed by fluorescence intensity. CSNP/CS-DEX significantly reduced TNFα, MMP9 and increased IL10, TGFβ1. Osteoprotegerin was upregulated only by CSNP. Root surface treatment in delayed replantation model showed that CS-DEX and CSRB substantially reduced the degree of resorption and ankylosis. Further, CD80, CD206, and MMP2 expression in groups with root surface treatment with CS-DEX and CSRB was lower than airdry/LPS group and similar to healthy control and NFATc1, STAT6, and MMP9 expressions were lower than healthy control. CONCLUSION: The engineered nanosized immunomodulatory bioactive materials chitosan nanoparticles functionalized with photosensitizer and dexamethasone effectively reduced the clastic differentiation of Mϕ in in-vitro coculture and minimized the resorption and ankylosis in a delayed reimplantation model. These biomaterials have the potential to serve as root modification agents, promoting favorable healing outcomes in cases of dental avulsion.
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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) | 0.000 | 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".