{"title":"MEAK7在非小细胞肺癌中的免疫学意义及预后价值的综合分析。","authors":"Jing-Yu Miao, Zhen Lin","doi":"10.21037/tcr-24-1448","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The mechanistic target of rapamycin (mTOR)-associated protein Eak-7 homolog (MEAK7) is widely involved in the occurrence and development of various diseases, including tumors. However, the role of MEAK7 in non-small cell lung cancer (NSCLC) and its underlying mechanism in the tumor microenvironment remain unclear. The purpose of this paper is to explore the role of MEAK7 in the prognosis of NSCLC.</p><p><strong>Methods: </strong>The expression levels of <i>MEAK7</i> were examined through the utilization of The Cancer Genome Atlas (TCGA) and the genotype-tissue expression project's pan-cancer dataset. Within this context, the relationships between <i>MEAK7</i> expression and various clinical features, as well as patient outcomes, were assessed using a comprehensive array of bioinformatics resources. Additionally, the link between <i>MEAK7</i> expression and the infiltration of immune cells was investigated employing CIBERSORT and ESTIMATE methodologies. Gene set enrichment analysis was performed to determine immune responses. Finally, the patient response to immunotherapy was predicted using the Tumor Immune Dysfunction and Exclusion (TIDE) algorithm and immune checkpoint score.</p><p><strong>Results: </strong><i>MEAK7</i> was highly expressed in many types of tumors including lung adenocarcinoma and lung squamous cell carcinoma. Elevated <i>MEAK7</i> expression was found to correlate with several key characteristics, including sex, age, the presence of metastasis, and pathological staging, and was identified as a significant predictor of poor prognosis in individuals with lung cancer. Subsequent analyses revealed a positive association between heightened <i>MEAK7</i> levels and the infiltration of immune cells, as well as the expression profiles of a variety of immune cell markers. <i>MEAK7</i> was closely linked to the pathways involved in immune regulation. Interestingly, patients with elevated <i>MEAK7</i> expression levels were sensitive to immunotherapy.</p><p><strong>Conclusions: </strong>These findings provide compelling evidence that <i>MEAK7</i> may be involved in the progression of lung cancer and become a potential therapeutic target.</p>","PeriodicalId":23216,"journal":{"name":"Translational cancer research","volume":"14 2","pages":"1085-1100"},"PeriodicalIF":1.5000,"publicationDate":"2025-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11912075/pdf/","citationCount":"0","resultStr":"{\"title\":\"Comprehensive analysis of the immunological implication and prognostic value of MEAK7 in non-small cell lung cancer.\",\"authors\":\"Jing-Yu Miao, Zhen Lin\",\"doi\":\"10.21037/tcr-24-1448\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The mechanistic target of rapamycin (mTOR)-associated protein Eak-7 homolog (MEAK7) is widely involved in the occurrence and development of various diseases, including tumors. However, the role of MEAK7 in non-small cell lung cancer (NSCLC) and its underlying mechanism in the tumor microenvironment remain unclear. The purpose of this paper is to explore the role of MEAK7 in the prognosis of NSCLC.</p><p><strong>Methods: </strong>The expression levels of <i>MEAK7</i> were examined through the utilization of The Cancer Genome Atlas (TCGA) and the genotype-tissue expression project's pan-cancer dataset. Within this context, the relationships between <i>MEAK7</i> expression and various clinical features, as well as patient outcomes, were assessed using a comprehensive array of bioinformatics resources. Additionally, the link between <i>MEAK7</i> expression and the infiltration of immune cells was investigated employing CIBERSORT and ESTIMATE methodologies. Gene set enrichment analysis was performed to determine immune responses. Finally, the patient response to immunotherapy was predicted using the Tumor Immune Dysfunction and Exclusion (TIDE) algorithm and immune checkpoint score.</p><p><strong>Results: </strong><i>MEAK7</i> was highly expressed in many types of tumors including lung adenocarcinoma and lung squamous cell carcinoma. Elevated <i>MEAK7</i> expression was found to correlate with several key characteristics, including sex, age, the presence of metastasis, and pathological staging, and was identified as a significant predictor of poor prognosis in individuals with lung cancer. Subsequent analyses revealed a positive association between heightened <i>MEAK7</i> levels and the infiltration of immune cells, as well as the expression profiles of a variety of immune cell markers. <i>MEAK7</i> was closely linked to the pathways involved in immune regulation. Interestingly, patients with elevated <i>MEAK7</i> expression levels were sensitive to immunotherapy.</p><p><strong>Conclusions: </strong>These findings provide compelling evidence that <i>MEAK7</i> may be involved in the progression of lung cancer and become a potential therapeutic target.</p>\",\"PeriodicalId\":23216,\"journal\":{\"name\":\"Translational cancer research\",\"volume\":\"14 2\",\"pages\":\"1085-1100\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2025-02-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11912075/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Translational cancer research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.21037/tcr-24-1448\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/2/26 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q4\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational cancer research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.21037/tcr-24-1448","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/26 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:rapamycin (mTOR)-associated protein Eak-7 homolog (MEAK7)的机制靶点广泛参与包括肿瘤在内的多种疾病的发生发展。然而,MEAK7在非小细胞肺癌(NSCLC)中的作用及其在肿瘤微环境中的潜在机制尚不清楚。本文旨在探讨MEAK7在非小细胞肺癌预后中的作用。方法:利用癌症基因组图谱(TCGA)和基因型-组织表达计划的泛癌症数据集检测MEAK7的表达水平。在此背景下,MEAK7表达与各种临床特征以及患者预后之间的关系使用了一系列全面的生物信息学资源进行评估。此外,利用CIBERSORT和ESTIMATE方法研究了MEAK7表达与免疫细胞浸润之间的联系。进行基因集富集分析以确定免疫反应。最后,使用肿瘤免疫功能障碍和排斥(TIDE)算法和免疫检查点评分预测患者对免疫治疗的反应。结果:MEAK7在肺腺癌、肺鳞状细胞癌等多种肿瘤中均有高表达。MEAK7表达升高与几个关键特征相关,包括性别、年龄、转移的存在和病理分期,并被确定为肺癌患者预后不良的重要预测因子。随后的分析显示,MEAK7水平升高与免疫细胞浸润以及多种免疫细胞标记物的表达谱呈正相关。MEAK7与参与免疫调节的途径密切相关。有趣的是,MEAK7表达水平升高的患者对免疫治疗敏感。结论:这些发现提供了令人信服的证据,MEAK7可能参与肺癌的进展,并成为潜在的治疗靶点。
Comprehensive analysis of the immunological implication and prognostic value of MEAK7 in non-small cell lung cancer.
Background: The mechanistic target of rapamycin (mTOR)-associated protein Eak-7 homolog (MEAK7) is widely involved in the occurrence and development of various diseases, including tumors. However, the role of MEAK7 in non-small cell lung cancer (NSCLC) and its underlying mechanism in the tumor microenvironment remain unclear. The purpose of this paper is to explore the role of MEAK7 in the prognosis of NSCLC.
Methods: The expression levels of MEAK7 were examined through the utilization of The Cancer Genome Atlas (TCGA) and the genotype-tissue expression project's pan-cancer dataset. Within this context, the relationships between MEAK7 expression and various clinical features, as well as patient outcomes, were assessed using a comprehensive array of bioinformatics resources. Additionally, the link between MEAK7 expression and the infiltration of immune cells was investigated employing CIBERSORT and ESTIMATE methodologies. Gene set enrichment analysis was performed to determine immune responses. Finally, the patient response to immunotherapy was predicted using the Tumor Immune Dysfunction and Exclusion (TIDE) algorithm and immune checkpoint score.
Results: MEAK7 was highly expressed in many types of tumors including lung adenocarcinoma and lung squamous cell carcinoma. Elevated MEAK7 expression was found to correlate with several key characteristics, including sex, age, the presence of metastasis, and pathological staging, and was identified as a significant predictor of poor prognosis in individuals with lung cancer. Subsequent analyses revealed a positive association between heightened MEAK7 levels and the infiltration of immune cells, as well as the expression profiles of a variety of immune cell markers. MEAK7 was closely linked to the pathways involved in immune regulation. Interestingly, patients with elevated MEAK7 expression levels were sensitive to immunotherapy.
Conclusions: These findings provide compelling evidence that MEAK7 may be involved in the progression of lung cancer and become a potential therapeutic target.
期刊介绍:
Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.