{"title":"膝关节骨关节炎的诊断生物标志物:基于生物信息学以及体内和体外实验验证。","authors":"Yaqian Wen, Mengdi Zou, Chujie Chen","doi":"10.1177/10225536241267027","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Knee osteoarthritis (KOA) is a multifactorial whole-joint disease with a high rate of disability. Considering the complexity of KOA, there is an urgent need to discover new molecular pathological markers and multi-target treatment strategies.</p><p><strong>Methods: </strong>Two datasets, GSE51588 and GSE57218, were downloaded from the Gene Expression Omnibus database and screened for differentially expressed genes (DEGs) using the Gene Expression Omnibus 2R (GEO2R). Gene Ontology (GO)/Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses of DEGs were performed. A protein-protein interaction (PPI) network was constructed and hub genes were identified using Molecular Complex Detection (MCODE). Receiver-operating characteristic curves (ROC) were plotted for the genes, and their prognostic values were evaluated. The expression levels of the hub genes in the monosodium iodoacetate (MIA)-induced KOA rat model and lipopolysaccharide (LPS)-stimulated C28/I2 cells were verified using reverse transcription quantitative real-time PCR (RT-qPCR).</p><p><strong>Results: </strong>Overall, 33 DEGs were up-regulated and 6 DEGs were down-regulated in the two datasets. A total of 12 hub genes were identified, including <i>COL15A1</i>, <i>THY1</i>, <i>COL1A1</i>, <i>COL5A1</i>, <i>CTHRC1</i>, <i>MXRA5</i>, <i>FN1</i>, <i>COL1A2</i>, <i>COL3A1</i>, <i>SPARC</i>, <i>COL8A1</i>, and <i>COL2A1</i>, which all could be used as biomarkers to differentiate KOA samples from healthy controls. More importantly, we found that <i>THY1</i>, <i>CTHRC1</i>, <i>SPARC</i>, and <i>COL8A1</i> were significantly upregulated <i>in vivo</i> and <i>in vitro</i> compared with the controls (<i>p</i> < .01).</p><p><strong>Conclusions: </strong>The expression levels of <i>THY1</i>, <i>CTHRC1</i>, <i>SPARC</i>, and <i>COL8A1</i> were elevated and had good prognostic values as biomarkers in KOA.</p>","PeriodicalId":16608,"journal":{"name":"Journal of Orthopaedic Surgery","volume":"32 2","pages":"10225536241267027"},"PeriodicalIF":1.6000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Diagnostic biomarkers in knee osteoarthritis: Based on bioinformatics and experimental verification <i>in vivo</i> and <i>in vitro</i>.\",\"authors\":\"Yaqian Wen, Mengdi Zou, Chujie Chen\",\"doi\":\"10.1177/10225536241267027\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Knee osteoarthritis (KOA) is a multifactorial whole-joint disease with a high rate of disability. Considering the complexity of KOA, there is an urgent need to discover new molecular pathological markers and multi-target treatment strategies.</p><p><strong>Methods: </strong>Two datasets, GSE51588 and GSE57218, were downloaded from the Gene Expression Omnibus database and screened for differentially expressed genes (DEGs) using the Gene Expression Omnibus 2R (GEO2R). Gene Ontology (GO)/Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses of DEGs were performed. A protein-protein interaction (PPI) network was constructed and hub genes were identified using Molecular Complex Detection (MCODE). Receiver-operating characteristic curves (ROC) were plotted for the genes, and their prognostic values were evaluated. The expression levels of the hub genes in the monosodium iodoacetate (MIA)-induced KOA rat model and lipopolysaccharide (LPS)-stimulated C28/I2 cells were verified using reverse transcription quantitative real-time PCR (RT-qPCR).</p><p><strong>Results: </strong>Overall, 33 DEGs were up-regulated and 6 DEGs were down-regulated in the two datasets. A total of 12 hub genes were identified, including <i>COL15A1</i>, <i>THY1</i>, <i>COL1A1</i>, <i>COL5A1</i>, <i>CTHRC1</i>, <i>MXRA5</i>, <i>FN1</i>, <i>COL1A2</i>, <i>COL3A1</i>, <i>SPARC</i>, <i>COL8A1</i>, and <i>COL2A1</i>, which all could be used as biomarkers to differentiate KOA samples from healthy controls. More importantly, we found that <i>THY1</i>, <i>CTHRC1</i>, <i>SPARC</i>, and <i>COL8A1</i> were significantly upregulated <i>in vivo</i> and <i>in vitro</i> compared with the controls (<i>p</i> < .01).</p><p><strong>Conclusions: </strong>The expression levels of <i>THY1</i>, <i>CTHRC1</i>, <i>SPARC</i>, and <i>COL8A1</i> were elevated and had good prognostic values as biomarkers in KOA.</p>\",\"PeriodicalId\":16608,\"journal\":{\"name\":\"Journal of Orthopaedic Surgery\",\"volume\":\"32 2\",\"pages\":\"10225536241267027\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2024-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Orthopaedic Surgery\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1177/10225536241267027\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Orthopaedic Surgery","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1177/10225536241267027","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Diagnostic biomarkers in knee osteoarthritis: Based on bioinformatics and experimental verification in vivo and in vitro.
Background: Knee osteoarthritis (KOA) is a multifactorial whole-joint disease with a high rate of disability. Considering the complexity of KOA, there is an urgent need to discover new molecular pathological markers and multi-target treatment strategies.
Methods: Two datasets, GSE51588 and GSE57218, were downloaded from the Gene Expression Omnibus database and screened for differentially expressed genes (DEGs) using the Gene Expression Omnibus 2R (GEO2R). Gene Ontology (GO)/Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses of DEGs were performed. A protein-protein interaction (PPI) network was constructed and hub genes were identified using Molecular Complex Detection (MCODE). Receiver-operating characteristic curves (ROC) were plotted for the genes, and their prognostic values were evaluated. The expression levels of the hub genes in the monosodium iodoacetate (MIA)-induced KOA rat model and lipopolysaccharide (LPS)-stimulated C28/I2 cells were verified using reverse transcription quantitative real-time PCR (RT-qPCR).
Results: Overall, 33 DEGs were up-regulated and 6 DEGs were down-regulated in the two datasets. A total of 12 hub genes were identified, including COL15A1, THY1, COL1A1, COL5A1, CTHRC1, MXRA5, FN1, COL1A2, COL3A1, SPARC, COL8A1, and COL2A1, which all could be used as biomarkers to differentiate KOA samples from healthy controls. More importantly, we found that THY1, CTHRC1, SPARC, and COL8A1 were significantly upregulated in vivo and in vitro compared with the controls (p < .01).
Conclusions: The expression levels of THY1, CTHRC1, SPARC, and COL8A1 were elevated and had good prognostic values as biomarkers in KOA.
期刊介绍:
Journal of Orthopaedic Surgery is an open access peer-reviewed journal publishing original reviews and research articles on all aspects of orthopaedic surgery. It is the official journal of the Asia Pacific Orthopaedic Association.
The journal welcomes and will publish materials of a diverse nature, from basic science research to clinical trials and surgical techniques. The journal encourages contributions from all parts of the world, but special emphasis is given to research of particular relevance to the Asia Pacific region.