SERPINE家族基因作为癌症预后和治疗反应生物标志物的泛癌分析数据表1

SERPINE家族基因在泛癌中的表达、预后价值及与肿瘤微环境、免疫浸润和药物敏感性关联的分析数据表。

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文本SERPINE family genespan-cancerprognosistumor microenvironmentimmune infiltrationbioinformatics
DataSheet1_Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy.PDF

基本信息

模态
文本
大小
0.00033337 GB
许可
CC BY 4.0
创建/更新时间
2026-10-10
版本
v1

资源简介

SERPINE家族基因作为癌症预后和治疗反应生物标志物的泛癌分析数据表1

【一句话概览】

本数据集是 figshare 公开的文本数据集,收录 1 个文件、合计 333.37 KB,主题涵盖 SERPINE family genes、pan-cancer、prognosis、tumor microenvironment、immune infiltration,可用于医学自然语言处理(实体识别、信息抽取等),CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《DataSheet1_Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy.PDF》。配套论文《Tumor mutational burden (TMB) as a biomarker of response to immunotherapy in small cell lung cancer》发表于 Journal of Thoracic Disease(2018),DOI:10.21037/jtd.2018.07.120。源站首次发布:2024-01-11。

【数据内容】

源站原始描述:Background: Serine protease inhibitor E (SERPINE) family genes participate in the tumor growth, cancer cell survival and metastasis. However, the SERPINE family members role in the prognosis and their clinical therapeutic potentials in various human cancer types have not been elaborately explored. Methods: We preliminarily analyzed expression levels and prognostic values of SERPINE family genes, and investigated the correlation between SERPINEs expression and tumor microenvironment (TME), Stemne…

【数据结构与技术规格】

文件数 1 个,合计 333.37 KB。DataSheet1_Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy.PDF:application/pdf,333.37 KB。数据集 DOI:10.3389/fmolb.2023.1277508.s001。

【主题与分类】

源站学科分类:Biochemistry、Molecular Biology、Enzymes、Protein Trafficking、Proteomics and Intermolecular Interactions (excl. Medical Proteomics)、Receptors and Membrane Biology。主题标签:SERPINE family genes、pan-cancer、prognosis、tumor microenvironment、immune infiltration、bioinformatics。

【适用方向】

文本类数据可用于医学自然语言处理,如命名实体识别、信息抽取与文本分类。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/DataSheet1_Pan-cancer_analysis_of_SERPINE_family_genes_as_biomarkers_of_cancer_prognosis_and_response_to_therapy_PDF/24979203

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Liu, Yating; Li, Xinyu; Chen, Shanshan; Zhu, Changyu; Shi, Yijun; Dang, Shoutao; et al. (2024). DataSheet1_Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy.PDF. Frontiers. Dataset

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下载信息

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当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "DataSheet1_Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy.PDF" "https://ndownloader.figshare.com/files/43992774"

文件清单

  • DataSheet1_Pan-cancer analysis of SERPINE family genes as biomarkers of cancer prognosis and response to therapy.PDF(333.37 KB)

文件总体积 333.37 KB(源站 API 实测)。

数据说明

Background: Serine protease inhibitor E (SERPINE) family genes participate in the tumor growth, cancer cell survival and metastasis. However, the SERPINE family members role in the prognosis and their clinical therapeutic potentials in various human cancer types have not been elaborately explored.
Methods: We preliminarily analyzed expression levels and prognostic values of SERPINE family genes, and investigated the correlation between SERPINEs expression and tumor microenvironment (TME), Stemness score, clinical characteristic, immune infiltration, tumor mutational burden (TMB), immune subtype, and drug sensitivity in pan-cancer, which based on updated public databases and integrated some bioinformatics analysis methods. In addition, we conducted the enrichment analysis of SERPINEs from DAVID and KOBAS databases.
Results: SERPINE1, SERPINE2, and SERPINE3 expression were upregulated in nine cancers, twelve cancers, and six cancers, respectively. The expression of SERPINE family genes was associated with the prognosis in several cancers from The Cancer Genome Atlas (TCGA). Furthermore, SERPINE family genes expression also had a significant relation to stromal and immune scores, and RNA stemness score and DNA stemness score in pan-cancer. SERPINE1 and SERPINE2 expression significantly increased in tumor advanced stage in colon adenocarcinoma (COAD). Results showed that SERPINE1 and SERPINE2 expression were negatively related with B cells and Monocytes, respectively. SERPINE2 expression had a significantly positive relation with B cells and Macrophages. In terms of TMB, SERPINE1, SERPINE2, and SERPINE3 were found to associated with TMB in seven cancers, fourteen cancers, and four cancers, respectively. Moreover, all SERPINE gene family members were significantly correlated with immune subtypes. SERPINE1 expression had a significantly positive or negative correlation with drug sensitivity.
Conclusion: The study indicated the great potential of SERPINE family genes as biomarkers for prognosis and provided valuable strategies for further investigation of SERPINE family genes as potential targets in cancer.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fmolb.2023.1277508.s001(source: https://frontiersin.figshare.com/articles/dataset/DataSheet1_Pan-cancer_analysis_of_SERPINE_family_genes_as_biomarkers_of_cancer_prognosis_and_response_to_therapy_PDF/24979203)。

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