MétaCan
Menu
Back to cohort
Record W4414984476 · doi:10.1111/jre.70040

Inflammatory and Immunological Basis of Periodontal Diseases

2025· article· en· W4414984476 on OpenAlexaff
Giacomo Baima, Marion Arce, Mario Romandini, Thomas E. Van Dyke

Bibliographic record

VenueJournal of Periodontal Research · 2025
Typearticle
Languageen
FieldDentistry
TopicOral microbiology and periodontitis research
Canadian institutionsInstitute of Infection and Immunity
Fundersnot available
KeywordsImmune systemConnective tissueOsteoimmunologyPeriodontitisInflammationInnate immune systemDental alveolusCytotoxic T cell

Abstract

fetched live from OpenAlex

In its most common form, periodontitis is viewed as a chronic immunoinflammatory disorder of the tooth supporting tissues, shaped by host-microbiome disequilibrium, exaggerated immune activation, and impaired resolution mechanisms. This review explores the periodontal battlefield through its inflammatory and immunological lens, beginning with the transformation of the lesion from silent immune surveillance to sustained inflammation, connective tissue degradation, and alveolar bone loss. The classical Page and Schroeder model is used as a foundation but reinterpreted in light of current evidence derived from advanced molecular techniques. The immunological architecture is subsequently dissected through the involvement of its principal cellular players, acting in a dynamic battleground composed of saliva, crevicular fluid, epithelial barriers, and connective tissues. On the frontlines, neutrophils act as double-edged defenders, capable of both microbial clearance and bystander tissue damage. Like macrophages and dendritic cells, they also serve as strategic sensors and shapers of immunity, bridging innate and adaptive responses. Among these, the T cell arsenal includes inflammatory subsets such as Th1, Th17, and cytotoxic cells, balanced by regulatory T cells. B lymphocytes and plasma cells emerge not only as antibody producers but also as pro-inflammatory effectors, with growing evidence implicating autoreactive subsets in tissue damage, particularly in aggressive forms of the disease. Equally critical are the structural cells: gingival fibroblasts, which transition from matrix architects to immune-active contributors under stress, and osteocytes, recognized as mechanosensitive regulators of bone turnover and immune signaling. Alongside osteoblasts and osteoclasts, these elements form a fragile yet responsive osteoimmune axis that determines the trajectory toward either tissue homeostasis or destruction. The molecular arsenal fueling this conflict-cytokines, chemokines, complement, specialized pro-resolving mediators, neuropeptides, and matrix metalloproteinases-is also examined, highlighting how its dysregulation sustains chronic inflammation and drives structural breakdown. The review also explores how this localized immune conflict echoes systemically, contributing to broader immune activation and comorbidity. By reframing periodontitis as a prototypical immune-mediated disease, this work contributes to a deeper understanding of its pathogenesis and provides a framework for future research aimed at disentangling its immunological complexity and clinical heterogeneity for targeted diagnostic strategies and immune-based therapeutics.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.001

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.

Opus teacher head0.032
GPT teacher head0.381
Teacher spread0.349 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations20
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Periodontal ResearchSame topicOral microbiology and periodontitis researchFrench-language works237,207