{"title":"牙龈炎和牙髓炎的分子特征:使用GSE77459微阵列数据进行综合基因表达和多参数分析。","authors":"Nezar Boreak","doi":"10.14715/cmb/2025.71.3.12","DOIUrl":null,"url":null,"abstract":"<p><p>Pulpal inflammation remains a significant endodontic challenge requiring improved molecular understanding for effective diagnosis and treatment. Current diagnostic methods largely depend on clinical assessments, necessitating molecular-level insights. This study aimed to analyze comprehensive gene expression profiles in pulpitis to identify potential diagnostic markers and understand underlying molecular mechanisms. We analyzed the GSE77459 dataset from Gene Expression Omnibus, comprising twelve pulpal tissue samples (six irreversible pulpitis and six normal controls). Gene expression profiling was performed using Affymetrix GeneTitan Multichannel Instrument. Pain assessment utilized visual analog scale (VAS) readings, with values >30mm indicating moderate to severe pain. Differential gene expression analysis was conducted using GEO2R, implementing a false discovery rate of 5%. Statistical significance was evaluated through adjusted p-values, log2 fold changes, and comprehensive visualization techniques including Volcano plots, Mean-Difference plots, and UMAP analysis. The analysis identified significant expression changes between inflamed and normal pulp tissues. Three genes showed notable upregulation: SNORD113-3 (log2FC: +0.71), RN5S290 (log2FC: +0.70), and SH3GL2 (log2FC: +0.67). Key downregulated genes included IGHV3-72 (log2FC: -1.66), IGKV1-5 (log2FC: -1.57), and IGHD (log2FC: -1.57). UMAP analysis revealed distinct clustering patterns between disease and control samples, while maintaining proximal positioning, indicating subtle yet consistent transcriptional differences. Statistical analysis showed that 62% of differentially expressed genes had significant adjusted p-values (<1e-8), with 25% exhibiting absolute log2FC values >1.2. This study reveals specific molecular signatures associated with pulpal inflammation, particularly highlighting the downregulation of immunoglobulin-related genes and upregulation of RNA processing factors. These findings provide potential molecular markers for pulpitis diagnosis and suggest new directions for therapeutic interventions in endodontic treatment.</p>","PeriodicalId":9802,"journal":{"name":"Cellular and molecular biology","volume":"71 3","pages":"101-109"},"PeriodicalIF":1.5000,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Molecular signatures of endodontitis and pulpal inflammation: a comprehensive gene expression and multi-parameter analysis using GSE77459 microarray data.\",\"authors\":\"Nezar Boreak\",\"doi\":\"10.14715/cmb/2025.71.3.12\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Pulpal inflammation remains a significant endodontic challenge requiring improved molecular understanding for effective diagnosis and treatment. Current diagnostic methods largely depend on clinical assessments, necessitating molecular-level insights. This study aimed to analyze comprehensive gene expression profiles in pulpitis to identify potential diagnostic markers and understand underlying molecular mechanisms. We analyzed the GSE77459 dataset from Gene Expression Omnibus, comprising twelve pulpal tissue samples (six irreversible pulpitis and six normal controls). Gene expression profiling was performed using Affymetrix GeneTitan Multichannel Instrument. Pain assessment utilized visual analog scale (VAS) readings, with values >30mm indicating moderate to severe pain. Differential gene expression analysis was conducted using GEO2R, implementing a false discovery rate of 5%. Statistical significance was evaluated through adjusted p-values, log2 fold changes, and comprehensive visualization techniques including Volcano plots, Mean-Difference plots, and UMAP analysis. The analysis identified significant expression changes between inflamed and normal pulp tissues. Three genes showed notable upregulation: SNORD113-3 (log2FC: +0.71), RN5S290 (log2FC: +0.70), and SH3GL2 (log2FC: +0.67). Key downregulated genes included IGHV3-72 (log2FC: -1.66), IGKV1-5 (log2FC: -1.57), and IGHD (log2FC: -1.57). UMAP analysis revealed distinct clustering patterns between disease and control samples, while maintaining proximal positioning, indicating subtle yet consistent transcriptional differences. Statistical analysis showed that 62% of differentially expressed genes had significant adjusted p-values (<1e-8), with 25% exhibiting absolute log2FC values >1.2. This study reveals specific molecular signatures associated with pulpal inflammation, particularly highlighting the downregulation of immunoglobulin-related genes and upregulation of RNA processing factors. These findings provide potential molecular markers for pulpitis diagnosis and suggest new directions for therapeutic interventions in endodontic treatment.</p>\",\"PeriodicalId\":9802,\"journal\":{\"name\":\"Cellular and molecular biology\",\"volume\":\"71 3\",\"pages\":\"101-109\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2025-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cellular and molecular biology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.14715/cmb/2025.71.3.12\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cellular and molecular biology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.14715/cmb/2025.71.3.12","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Molecular signatures of endodontitis and pulpal inflammation: a comprehensive gene expression and multi-parameter analysis using GSE77459 microarray data.
Pulpal inflammation remains a significant endodontic challenge requiring improved molecular understanding for effective diagnosis and treatment. Current diagnostic methods largely depend on clinical assessments, necessitating molecular-level insights. This study aimed to analyze comprehensive gene expression profiles in pulpitis to identify potential diagnostic markers and understand underlying molecular mechanisms. We analyzed the GSE77459 dataset from Gene Expression Omnibus, comprising twelve pulpal tissue samples (six irreversible pulpitis and six normal controls). Gene expression profiling was performed using Affymetrix GeneTitan Multichannel Instrument. Pain assessment utilized visual analog scale (VAS) readings, with values >30mm indicating moderate to severe pain. Differential gene expression analysis was conducted using GEO2R, implementing a false discovery rate of 5%. Statistical significance was evaluated through adjusted p-values, log2 fold changes, and comprehensive visualization techniques including Volcano plots, Mean-Difference plots, and UMAP analysis. The analysis identified significant expression changes between inflamed and normal pulp tissues. Three genes showed notable upregulation: SNORD113-3 (log2FC: +0.71), RN5S290 (log2FC: +0.70), and SH3GL2 (log2FC: +0.67). Key downregulated genes included IGHV3-72 (log2FC: -1.66), IGKV1-5 (log2FC: -1.57), and IGHD (log2FC: -1.57). UMAP analysis revealed distinct clustering patterns between disease and control samples, while maintaining proximal positioning, indicating subtle yet consistent transcriptional differences. Statistical analysis showed that 62% of differentially expressed genes had significant adjusted p-values (<1e-8), with 25% exhibiting absolute log2FC values >1.2. This study reveals specific molecular signatures associated with pulpal inflammation, particularly highlighting the downregulation of immunoglobulin-related genes and upregulation of RNA processing factors. These findings provide potential molecular markers for pulpitis diagnosis and suggest new directions for therapeutic interventions in endodontic treatment.
期刊介绍:
Cellular and Molecular Biology publishes original articles, reviews, short communications, methods, meta-analysis notes, letters to editor and comments in the interdisciplinary science of Cellular and Molecular Biology linking and integrating molecular biology, biophysics, biochemistry, enzymology, physiology and biotechnology in a dynamic cell and tissue biology environment, applied to human, animals, plants tissues as well to microbial and viral cells. The journal Cellular and Molecular Biology is therefore open to intense interdisciplinary exchanges in medical, dental, veterinary, pharmacological, botanical and biological researches for the demonstration of these multiple links.