Yongheng Wang, Yimin Liu, Rui Wang, Fuyuan Cao, Yi Guan, Yulu Chen, Binbin An, Sisi Qin, Sanqiao Yao
{"title":"基于癌症基因组图谱中m7G相关基因的肺鳞状细胞癌预后模型的建立。","authors":"Yongheng Wang, Yimin Liu, Rui Wang, Fuyuan Cao, Yi Guan, Yulu Chen, Binbin An, Sisi Qin, Sanqiao Yao","doi":"10.1152/physiolgenomics.00149.2022","DOIUrl":null,"url":null,"abstract":"<p><p>Lung squamous cell carcinoma (LUSC) is a non-small cell lung cancer with a poor prognosis owing to late diagnosis. New molecular markers are urgently needed to improve the diagnosis and prognosis of LUSC. 7-Methylguanosine (m<sup>7</sup>G) modifications, a tRNA modification, are common in eubacteria, eukaryotes, and a few archaea. These modifications promote the turnover and stability of some mRNAs to prevent mRNA decay, improve translation efficiency, and reduce ribosomal pausing but are associated with poor survival in human cancer cells. However, expression of m<sup>7</sup>G-related genes in LUSC and their association with prognosis remain unclear. In the present study, we identified nine differentially expressed genes related to prognosis by comparing the expression profiles of tumor tissues (502 LUSC reports) with normal tissues (49 adjacent nontumor lung tissue reports). The genes included six upregulated genes (<i>KLK7</i>, <i>LCE3E</i>, <i>AREG</i>, <i>KLK6</i>, <i>ZBED2</i>, and <i>MAPK4</i>) and three downregulated genes (<i>ADH1C</i>, <i>NTS</i>, and <i>ERLIN2</i>). Based on these nine genes, patients with LUSC were classified into low- and high-risk groups to analyze the trends in prognosis. We found that the nine m<sup>7</sup>G-related genes play important roles in immune regulation, hormone regulation, and drug sensitivity through pathways including antigen processing and presentation, adherent plaques, extracellular matrix receptor interactions, drug metabolism of cytochrome <i>P</i>-450, and metabolism of cytochrome <i>P</i>-450 to xenobiotics; the functions of these genes are likely accomplished in part by m<sup>6</sup>A modifications. The effect of m<sup>7</sup>G-related genes on the diagnosis and prognosis of LUSC was further indicated by population analysis.<b>NEW & NOTEWORTHY</b> Based on the differential expression of 7-methylguanosine (m<sup>7</sup>G) modification-associated genes between normal and lung squamous cell carcinoma (LUSC) tissues, and considering the performance of our m<sup>7</sup>G-related gene risk profiles as independent risk factors in predicting overall survival, we conclude that m<sup>7</sup>G modification is closely linked to the development of LUSC. In addition, this study offers a new genetic marker for predicting the prognosis of patients with LUSC and presents a crucial theoretical foundation for future investigations on the relationship between m<sup>7</sup>G modification-related genes, immunity, and drug sensitivity in LUSC.</p>","PeriodicalId":20129,"journal":{"name":"Physiological genomics","volume":null,"pages":null},"PeriodicalIF":2.5000,"publicationDate":"2023-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10642926/pdf/","citationCount":"0","resultStr":"{\"title\":\"Establishment of a prognostic model toward lung squamous cell carcinoma based on m<sup>7</sup>G-related genes in the cancer genome atlas.\",\"authors\":\"Yongheng Wang, Yimin Liu, Rui Wang, Fuyuan Cao, Yi Guan, Yulu Chen, Binbin An, Sisi Qin, Sanqiao Yao\",\"doi\":\"10.1152/physiolgenomics.00149.2022\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Lung squamous cell carcinoma (LUSC) is a non-small cell lung cancer with a poor prognosis owing to late diagnosis. New molecular markers are urgently needed to improve the diagnosis and prognosis of LUSC. 7-Methylguanosine (m<sup>7</sup>G) modifications, a tRNA modification, are common in eubacteria, eukaryotes, and a few archaea. These modifications promote the turnover and stability of some mRNAs to prevent mRNA decay, improve translation efficiency, and reduce ribosomal pausing but are associated with poor survival in human cancer cells. However, expression of m<sup>7</sup>G-related genes in LUSC and their association with prognosis remain unclear. In the present study, we identified nine differentially expressed genes related to prognosis by comparing the expression profiles of tumor tissues (502 LUSC reports) with normal tissues (49 adjacent nontumor lung tissue reports). The genes included six upregulated genes (<i>KLK7</i>, <i>LCE3E</i>, <i>AREG</i>, <i>KLK6</i>, <i>ZBED2</i>, and <i>MAPK4</i>) and three downregulated genes (<i>ADH1C</i>, <i>NTS</i>, and <i>ERLIN2</i>). Based on these nine genes, patients with LUSC were classified into low- and high-risk groups to analyze the trends in prognosis. We found that the nine m<sup>7</sup>G-related genes play important roles in immune regulation, hormone regulation, and drug sensitivity through pathways including antigen processing and presentation, adherent plaques, extracellular matrix receptor interactions, drug metabolism of cytochrome <i>P</i>-450, and metabolism of cytochrome <i>P</i>-450 to xenobiotics; the functions of these genes are likely accomplished in part by m<sup>6</sup>A modifications. The effect of m<sup>7</sup>G-related genes on the diagnosis and prognosis of LUSC was further indicated by population analysis.<b>NEW & NOTEWORTHY</b> Based on the differential expression of 7-methylguanosine (m<sup>7</sup>G) modification-associated genes between normal and lung squamous cell carcinoma (LUSC) tissues, and considering the performance of our m<sup>7</sup>G-related gene risk profiles as independent risk factors in predicting overall survival, we conclude that m<sup>7</sup>G modification is closely linked to the development of LUSC. In addition, this study offers a new genetic marker for predicting the prognosis of patients with LUSC and presents a crucial theoretical foundation for future investigations on the relationship between m<sup>7</sup>G modification-related genes, immunity, and drug sensitivity in LUSC.</p>\",\"PeriodicalId\":20129,\"journal\":{\"name\":\"Physiological genomics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2023-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10642926/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physiological genomics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1152/physiolgenomics.00149.2022\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2023/8/14 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"CELL BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physiological genomics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1152/physiolgenomics.00149.2022","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/8/14 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"CELL BIOLOGY","Score":null,"Total":0}
Establishment of a prognostic model toward lung squamous cell carcinoma based on m7G-related genes in the cancer genome atlas.
Lung squamous cell carcinoma (LUSC) is a non-small cell lung cancer with a poor prognosis owing to late diagnosis. New molecular markers are urgently needed to improve the diagnosis and prognosis of LUSC. 7-Methylguanosine (m7G) modifications, a tRNA modification, are common in eubacteria, eukaryotes, and a few archaea. These modifications promote the turnover and stability of some mRNAs to prevent mRNA decay, improve translation efficiency, and reduce ribosomal pausing but are associated with poor survival in human cancer cells. However, expression of m7G-related genes in LUSC and their association with prognosis remain unclear. In the present study, we identified nine differentially expressed genes related to prognosis by comparing the expression profiles of tumor tissues (502 LUSC reports) with normal tissues (49 adjacent nontumor lung tissue reports). The genes included six upregulated genes (KLK7, LCE3E, AREG, KLK6, ZBED2, and MAPK4) and three downregulated genes (ADH1C, NTS, and ERLIN2). Based on these nine genes, patients with LUSC were classified into low- and high-risk groups to analyze the trends in prognosis. We found that the nine m7G-related genes play important roles in immune regulation, hormone regulation, and drug sensitivity through pathways including antigen processing and presentation, adherent plaques, extracellular matrix receptor interactions, drug metabolism of cytochrome P-450, and metabolism of cytochrome P-450 to xenobiotics; the functions of these genes are likely accomplished in part by m6A modifications. The effect of m7G-related genes on the diagnosis and prognosis of LUSC was further indicated by population analysis.NEW & NOTEWORTHY Based on the differential expression of 7-methylguanosine (m7G) modification-associated genes between normal and lung squamous cell carcinoma (LUSC) tissues, and considering the performance of our m7G-related gene risk profiles as independent risk factors in predicting overall survival, we conclude that m7G modification is closely linked to the development of LUSC. In addition, this study offers a new genetic marker for predicting the prognosis of patients with LUSC and presents a crucial theoretical foundation for future investigations on the relationship between m7G modification-related genes, immunity, and drug sensitivity in LUSC.
期刊介绍:
The Physiological Genomics publishes original papers, reviews and rapid reports in a wide area of research focused on uncovering the links between genes and physiology at all levels of biological organization. Articles on topics ranging from single genes to the whole genome and their links to the physiology of humans, any model organism, organ, tissue or cell are welcome. Areas of interest include complex polygenic traits preferably of importance to human health and gene-function relationships of disease processes. Specifically, the Journal has dedicated Sections focused on genome-wide association studies (GWAS) to function, cardiovascular, renal, metabolic and neurological systems, exercise physiology, pharmacogenomics, clinical, translational and genomics for precision medicine, comparative and statistical genomics and databases. For further details on research themes covered within these Sections, please refer to the descriptions given under each Section.