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Robust Ligature-Induced Model of Murine Periodontitis for the Evaluation of Oral Neutrophils
Published on: January 21, 2020
Decoding chromosomal instability in neutrophil signature in the pathogenesis of periodontitis: evidence from
Bichu Zhang1,2, Shixin Yao1,2, Zhang Zhang1,2
1Bafang Outpatient Department, Stomatological Hospital, Hunan University of Chinese Medicine, No. 160 Guansha Road, Yuelu District, Changsha, 410208 Hunan Province P. R. China.
Abstract:
Periodontitis (PDT) is a chronic inflammatory disease driven by a dysregulated host immune response, with neutrophils playing a pivotal role. Chromosomal instability (CI) has emerged as a potent trigger of inflammation, yet its involvement in non-malignant diseases like PDT remains unexplored. Bulk RNA-seq data from gingival tissues between PDT patients and healthy control(HC) were analyzed via Limma framework to identify differentially expressed genes (DEGs) and CI-associated DEGs. WGCNA pinpointed a module correlated with neutrophil infiltration. Next, CI and neutrophil(CIN)-associated signature were acquired by integrating Limma and WGCNA results. NMF was used for molecular subtyping based on CIN-associated signature. A machine learning framework constructed a diagnostic model, with SHAP analysis identifying the hub gene based on PDT training and validation bulk profiles. Single-cell RNA-seq data validated cellular-level findings, and cutting-edge analytical framework inferred TFF3 functional impact at neutrophil of PDT patients in a temporal and spatial manners. The AI platform DrugReflector screened for therapeutic compounds for PDT patients, and in vitro assays examined the expression of hub gene. We identified 5 CI and neutrophil(CIN)-associated signature for PDT patients, which can guide the forecasting of PDT pathogenesis and PDT patient stratification. Besides, TFF3 can be considered as CIN-associated up-regulated pathogenic factor involved in PDT pathogenesis, which was mainly expressed in neutrophil. BRD-K92455082 as a candidate therapeutic agent targeting TFF3 for the treatment of PDT. This study first identifies a novel CIN-associated co-expression patterns in PDT. TFF3 can be considered as a candidate hub gene associated with a pro-inflammatory neutrophil state, providing new insights into the molecular taxonomy of PDT.