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Bian J, Yan J, Chen C, Yin L, Liu P, Zhou Q, Yu J, Liang Q, He Q. Development of an immune-related diagnostic predictive model for oral lichen planus. Medicine (Baltimore) 2024; 103:e37469. [PMID: 38489725 PMCID: PMC10939522 DOI: 10.1097/md.0000000000037469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 01/10/2024] [Accepted: 02/12/2024] [Indexed: 03/17/2024] Open
Abstract
Oral lichen planus (OLP) was a chronic inflammatory disease of unknown etiology with a 1.4% chance of progressing to malignancy. However, it has been suggested in several studies that immune system disorders played a dominant role in the onset and progression of OLP. Therefore, this experiment aimed to develop a diagnostic prediction model for OLP based on immunopathogenesis to achieve early diagnosis and treatment and prevent cancer. In this study, 2 publicly available OLP datasets from the gene expression omnibus database were filtered. In the experimental group (GSE52130), the level of immune cell infiltration was assessed using MCPcounter and ssGSEA algorithms. Subsequently, differential expression analysis and gene set enrichment analysis were performed between the OLP and control groups. The resulting differentially expressed genes were intersected with immunologically relevant genes provided on the immunology database and analysis portal database (ImmPort) website to obtain differentially expressed immunologically relevant genes (DEIRGs). Furthermore, the gene ontology and kyoto encyclopedia of genes and genomes analyses were carried out. Finally, protein-protein interaction network and least absolute shrinkage and selection operator regression analyses constructed a model for OLP. Receiver operating characteristic curves for the experimental and validation datasets (GSE38616) were plotted separately to validate the model's credibility. In addition, real-time quantitative PCR experiment was performed to verify the expression level of the diagnostic genes. Immune cell infiltration analysis revealed a more significant degree of inflammatory infiltration in the OLP group compared to the control group. In addition, the gene set enrichment analysis results were mainly associated with keratinization, antibacterial and immune responses, etc. A total of 774 differentially expressed genes was obtained according to the screening criteria, of which 65 were differentially expressed immunologically relevant genes. Ultimately, an immune-related diagnostic prediction model for OLP, which was composed of 5 hub genes (BST2, RNASEL, PI3, DEFB4A, CX3CL1), was identified. The verification results showed that the model has good diagnostic ability. There was a significant correlation between the 5 hub diagnostic biomarkers and immune infiltrating cells. The development of this model gave a novel insight into the early diagnosis of OLP.
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Affiliation(s)
- Jiamin Bian
- School of Stomatology, North Sichuan Medical College, Nanchong, Sichuan, China
| | - Jiayu Yan
- School of Stomatology, North Sichuan Medical College, Nanchong, Sichuan, China
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
- Department of Stomatology, Sichuan Integrated Traditional and Western Medicine Hospital, Chengdu, Sichuan, China
| | - Chu Chen
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Li Yin
- Department of Stomatology, Sichuan Integrated Traditional and Western Medicine Hospital, Chengdu, Sichuan, China
| | - Panpan Liu
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Qi Zhou
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Jianfeng Yu
- Department of Stomatology, Affiliated Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Qin Liang
- Department of Stomatology, Pengzhou Hospital of Traditional Chinese Medicine, Pengzhou, Sichuan, China
| | - Qingmei He
- Department of Neurological, Chongqing Shi Yong Chuan Hospital of Traditional Chinese Medicine, Chongqing, China
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Roy RR, Ochiai T, Shimada K, Hasegawa H. Comprehensive cornified envelope protein profile of odontogenic keratocysts clarifies the characteristics of non-keratinized oral epithelium. J Oral Pathol Med 2023; 52:758-765. [PMID: 37438940 DOI: 10.1111/jop.13464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 06/19/2023] [Accepted: 07/04/2023] [Indexed: 07/14/2023]
Abstract
BACKGROUND Odontogenic keratocysts constitute 10%-20% of odontogenic cysts and exhibit a distinctive corrugated parakeratinized lining epithelium. Considering that cornified envelope formation is an important phenomenon during keratinocyte differentiation, this study aimed to clarify the characteristics of cornified envelope formation in odontogenic keratocysts. METHODS We investigated the cellular distribution of cornified envelope-related proteins (transglutaminases and their substrates), as well as the upstream regulatory protein c-Fos, by immunohistochemical analysis of the lining epithelium of 20 odontogenic keratocysts. We examined the corresponding mRNA levels by quantitative polymerase chain reaction. Ten dentigerous cysts served as control non-keratinized cysts. RESULTS The distributions of transglutaminase and their substrates except loricrin and small protein-rich protein 1a significantly differed between odontogenic keratocysts and dentigerous cysts. There was no significant difference in c-Fos expression between odontogenic keratocysts and dentigerous cysts. The mRNA levels of transglutaminases and their substrates were significantly higher in odontogenic keratocysts than in dentigerous cysts. However, c-Fos mRNA levels did not significantly differ between groups. CONCLUSION Surprisingly, the overall appearance of cornified envelope-related proteins of odontogenic keratocysts was consistent with the characteristics of non-keratinized oral mucosa identified in previous studies. These findings indicate that the contribution of cornified envelope-related molecules in odontogenic keratocysts is similar to that in non-keratinized oral epithelium, rather than keratinized oral epithelium, suggesting that odontogenic keratocysts are not genuine keratinized cysts. The upregulation of cornified envelope-related genes in odontogenic epithelium could be an important pathognomonic event during odontogenic keratocyst development.
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Affiliation(s)
- Rita R Roy
- Department of physiology, Matsumoto Dental University, Shiojiri, Japan
| | - Takanaga Ochiai
- Department of Oral Pathology, Division of Oral Pathogenesis & Disease Control, Asahi University School of Dentistry, Mizuho, Japan
- Department of Pathology, Matsumoto Dental University, Shiojiri, Japan
| | | | - Hiromasa Hasegawa
- Department of Laboratory Medicine, Shinshu University Hospital, Matsumoto, Japan
- Hard Tissue Pathology Unit, Graduate School of Oral Medicine, Matsumoto Dental University, Shiojiri, Japan
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de Lanna CA, da Silva BNM, de Melo AC, Bonamino MH, Alves LDB, Pinto LFR, Cardoso AS, Antunes HS, Boroni M, Cohen Goldemberg D. Oral Lichen Planus and Oral Squamous Cell Carcinoma share key oncogenic signatures. Sci Rep 2022; 12:20645. [PMID: 36450755 PMCID: PMC9712651 DOI: 10.1038/s41598-022-24801-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 11/21/2022] [Indexed: 12/03/2022] Open
Abstract
To investigate similarities in the gene profile of Oral Lichen Planus and Oral Squamous Cell Carcinoma that may justify a carcinogenic potential, we analyzed the gene expression signatures of Oral Lichen Planus and Oral Squamous Cell Carcinoma in early and advanced stages. Based on gene expression data from public databases, we used a bioinformatics approach to compare expression profiles, estimate immune infiltrate composition, identify differentially and co-expressed genes, and propose putative therapeutic targets and associated drugs. Our results revealed gene expression patterns related to processes of keratinization, keratinocyte differentiation, cell proliferation and immune response in common between Oral Lichen Planus and early and advanced Oral Squamous Cell Carcinoma, with the cornified envelope formation and antigen processing cross-presentation pathways in common between Oral Lichen Planus and early Oral Squamous Cell Carcinoma. Together, these results reveal that key tumor suppressors and oncogenes such as PI3, SPRR1B and KRT17, as well as genes associated with different immune processes such as CXCL13, HIF1A and IL1B are dysregulated in OLP.
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Affiliation(s)
- Cristóvão Antunes de Lanna
- grid.419166.dLaboratory of Bioinformatics and Computational Biology, Division of Experimental and Translational Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro, 20231-050 Brazil
| | - Beatriz Nascimento Monteiro da Silva
- grid.419166.dDivision of Clinical Research and Technological Development of the National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, RJ Brazil
| | - Andreia Cristina de Melo
- grid.419166.dDivision of Clinical Research and Technological Development of the National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, RJ Brazil
| | - Martín H. Bonamino
- grid.419166.dImmunology and Tumor Biology Program-Research Coordination, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil ,grid.418068.30000 0001 0723 0931Presidency of Research and Biological Collections (VPPCB), Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, Brazil
| | - Lísia Daltro Borges Alves
- grid.419166.dDivision of Clinical Research and Technological Development of the National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, RJ Brazil
| | - Luis Felipe Ribeiro Pinto
- grid.419166.dMolecular Carcinogenesis Program, Brazilian National Cancer Institute (INCA), Rio de Janeiro, Brazil
| | - Abel Silveira Cardoso
- grid.8536.80000 0001 2294 473XDepartment of Oral Pathology and Oral Diagnosis, School of Dentistry, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Héliton Spíndola Antunes
- grid.419166.dDivision of Clinical Research and Technological Development of the National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, RJ Brazil
| | - Mariana Boroni
- grid.419166.dLaboratory of Bioinformatics and Computational Biology, Division of Experimental and Translational Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro, 20231-050 Brazil ,grid.411087.b0000 0001 0723 2494Experimental Medicine Research Cluster (EMRC), University of Campinas (UNICAMP), Campinas, 13083-970 Brazil
| | - Daniel Cohen Goldemberg
- grid.419166.dDivision of Clinical Research and Technological Development of the National Cancer Institute José Alencar Gomes da Silva (INCA), Rio de Janeiro, RJ Brazil ,grid.83440.3b0000000121901201Latin American Cooperative Oncology Group (LACOG)-Head and Neck, University College London (UCL), London, UK
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Lin YK, Chung YM, Lin YH, Lin YH, Hu WC, Chiang CF. Health functional properties of unhulled red djulis (Chenopodium formosanum) in anti-aging. INTERNATIONAL JOURNAL OF FOOD PROPERTIES 2021. [DOI: 10.1080/10942912.2021.1937211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Yung-Kai Lin
- Institute of Food Safety and Risk Management, National Taiwan Ocean University, Keelung, Taiwan
- Department of Food Science, National Taiwan Ocean University, Keelung, Taiwan
- Graduate Institute of Biomedical Engineering, National Chung Hsing University, Taichung, Taiwan
| | - Yu-Ming Chung
- Research & Design Center, TCI Co., Ltd., Taipei, Taiwan
| | - Yung-Hao Lin
- Global Business Center, TCI CO., Ltd., Taipei, Taiwan
| | | | - Wei-Chun Hu
- Research & Design Center, TCI Co., Ltd., Taipei, Taiwan
| | - Chi-Fu Chiang
- Research & Design Center, TCI Co., Ltd., Taipei, Taiwan
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Roy RR, Shimada K, Murakami S, Hasegawa H. Contribution of transglutaminases and their substrate proteins to the formation of cornified cell envelope in oral mucosal epithelium. Eur J Oral Sci 2021; 129:e12760. [PMID: 33501693 DOI: 10.1111/eos.12760] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 11/17/2020] [Accepted: 11/24/2020] [Indexed: 11/30/2022]
Abstract
Cornified envelope formation is crucial for the final differentiation of keratinized epithelium. However, the mechanisms of cornified envelope formation in the oral epithelium remain unclear. The aim of this study was to clarify the differences in the distribution and expression of cornified envelope related proteins and genes between keratinized and non-keratinized oral epithelia. We immunohistochemically investigated the distribution patterns of transglutaminase 1 (TG1), transglutaminase 3 (TG3), and their substrate proteins involucrin (IVL), loricrin (LOR), and small proline rich proteins (SPRs), in 19 keratinized and 14 non-keratinized oral epithelium samples. TG1 and TG3 mRNA levels were investigated in both types of epithelium by real time reverse transcription polymerase chain reaction (RT-PCR) using paraffin-embedded specimens. Data were analyzed to identify factors involved in cornified envelope formation. We demonstrate that 11 localization patterns show statistically significant differences between keratinized and non-keratinized oral epithelia. These factors clearly drove the separation of the two groups during cluster analysis. TG1 mRNA levels in keratinized oral epithelium were significantly higher than those in non-keratinized oral epithelium. In conclusion, the characteristic distribution of transglutaminases and their substrates and the mRNA levels of TG1 can regulate cornified envelope formation in keratinized oral epithelium, together with the contribution of TG3 first reported in this paper.
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Affiliation(s)
- Rita Rani Roy
- Hard Tissue Pathology Unit, Graduate School of Oral Medicine, Matsumoto Dental University, Shiojiri, Japan
| | - Katsumitsu Shimada
- Department of Oral Pathology, Matsumoto Dental University, Shiojiri, Japan
| | - Satoshi Murakami
- Department of Oral Pathology, Matsumoto Dental University, Shiojiri, Japan
| | - Hiromasa Hasegawa
- Hard Tissue Pathology Unit, Graduate School of Oral Medicine, Matsumoto Dental University, Shiojiri, Japan
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Chermnykh ES, Alpeeva EV, Vorotelyak EA. Transglutaminase 3: The Involvement in Epithelial Differentiation and Cancer. Cells 2020; 9:cells9091996. [PMID: 32872587 PMCID: PMC7563467 DOI: 10.3390/cells9091996] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 08/21/2020] [Accepted: 08/26/2020] [Indexed: 12/14/2022] Open
Abstract
Transglutaminases (TGMs) contribute to the formation of rigid, insoluble macromolecular complexes, which are essential for the epidermis and hair follicles to perform protective and barrier functions against the environment. During differentiation, epidermal keratinocytes undergo structural alterations being transformed into cornified cells, which constitute a highly tough outermost layer of the epidermis, the stratum corneum. Similar processes occur during the hardening of the hair follicle and the hair shaft, which is provided by the enzymatic cross-linking of the structural proteins and keratin intermediate filaments. TGM3, also known as epidermal TGM, is one of the pivotal enzymes responsible for the formation of protein polymers in the epidermis and the hair follicle. Numerous studies have shown that TGM3 is extensively involved in epidermal and hair follicle physiology and pathology. However, the roles of TGM3, its substrates, and its importance for the integument system are not fully understood. Here, we summarize the main advances that have recently been achieved in TGM3 analyses in skin and hair follicle biology and also in understanding the functional role of TGM3 in human tumor pathology as well as the reliability of its prognostic clinical usage as a cancer diagnosis biomarker. This review also focuses on human and murine hair follicle abnormalities connected with TGM3 mutations.
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Identification of candidate aberrantly methylated and differentially expressed genes in Esophageal squamous cell carcinoma. Sci Rep 2020; 10:9735. [PMID: 32546690 PMCID: PMC7297810 DOI: 10.1038/s41598-020-66847-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Accepted: 05/28/2020] [Indexed: 12/11/2022] Open
Abstract
Aberrant methylated genes (DMGs) play an important role in the etiology and pathogenesis of esophageal squamous cell carcinoma (ESCC). In this study, we aimed to integrate three cohorts profile datasets to ascertain aberrant methylated-differentially expressed genes and pathways associated with ESCC by comprehensive bioinformatics analysis. We downloaded data of gene expression microarrays (GSE20347, GSE38129) and gene methylation microarrays (GSE52826) from the Gene Expression Omnibus (GEO) database. Aberrantly differentially expressed genes (DEGs) were obtained by GEO2R tool. The David database was then used to perform Gene ontology (GO) analysis and Kyoto Encyclopedia of Gene and Genome pathway enrichment analyses on selected genes. STRING and Cytoscape software were used to construct a protein-protein interaction (PPI) network, then the modules in the PPI networks were analyzed with MCODE and the hub genes chose from the PPI networks were verified by Oncomine and TCGA database. In total, 291 hypomethylation-high expression genes and 168 hypermethylation-low expression genes were identified at the screening step, and finally found six mostly changed hub genes including KIF14, CDK1, AURKA, LCN2, TGM1, and DSG1. Pathway analysis indicated that aberrantly methylated DEGs mainly associated with the P13K-AKT signaling, cAMP signaling and cell cycle process. After validation in multiple databases, most hub genes remained significant. Patients with high expression of AURKA were associated with shorter overall survival. To summarize, we have identified six feasible aberrant methylated-differentially expressed genes and pathways in ESCC by bioinformatics analysis, potentially providing valuable information for the molecular mechanisms of ESCC. Our data combined the analysis of gene expression profiling microarrays and gene methylation profiling microarrays, simultaneously, and in this way, it can shed a light for screening and diagnosis of ESCC in future.
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