高级别胶质瘤可靶向基因组景观表1
高级别胶质瘤可靶向基因组突变与药物匹配表格数据集,涵盖TCGA GBM样本突变和靶向治疗临床疗效数据。

基本信息
资源简介
高级别胶质瘤可靶向基因组景观表1
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 113.31 KB,主题涵盖 genomic landscape、glioblastoma、glioma、actionable mutation、precision oncology,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Table_1_Druggable genomic landscapes of high-grade gliomas.xlsx》。源站首次发布:2023-12-08。
【数据内容】
源站原始描述:BackgroundDespite the putatively targetable genomic landscape of high-grade gliomas, the long-term survival benefit of genomically-tailored targeted therapies remains discouraging. MethodsUsing glioblastoma (GBM) as a representative example of high-grade gliomas, we evaluated the clonal architecture and distribution of hotspot mutations in 388 GBMs from the Cancer Genome Atlas (TCGA). Mutations were matched with 54 targeted therapies, followed by a comprehensive evaluation of drug biochemical pr…
【数据结构与技术规格】
文件数 1 个,合计 113.31 KB。Table_1_Druggable genomic landscapes of high-grade gliomas.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,113.31 KB。数据集 DOI:10.3389/fmed.2023.1254955.s002。
【主题与分类】
源站学科分类:Radiology and Organ Imaging、Foetal Development and Medicine、Obstetrics and Gynaecology、Primary Health Care、Medical and Health Sciences not elsewhere classified、Dermatology。主题标签:genomic landscape、glioblastoma、glioma、actionable mutation、precision oncology、molecular tumor board、targeted therapies。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Druggable_genomic_landscapes_of_high-grade_gliomas_xlsx/24770577
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Ghanem, Paola; Fatteh, Maria; Kamson, David Olayinka; Balan, Archana; Chang, Michael; Tao, Jessica; et al. (2023). Table_1_Druggable genomic landscapes of high-grade gliomas.xlsx. Frontiers. Dataset
下载信息
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暂未开放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)
- 源站标题:Table_1_Druggable genomic landscapes of high-grade gliomas.xlsx
- DOI:10.3389/fmed.2023.1254955.s002
- 发布日期:2023-12-08
- 文件数:1 个
- 文件总体积:113.31 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table_1_Druggable_genomic_landscapes_of_high-grade_gliomas_xlsx/24770577
命令行下载
curl -L -o "Table_1_Druggable genomic landscapes of high-grade gliomas.xlsx" "https://ndownloader.figshare.com/files/43533510"
文件清单
Table_1_Druggable genomic landscapes of high-grade gliomas.xlsx(113.31 KB)
文件总体积 113.31 KB(源站 API 实测)。
数据说明
BackgroundDespite the putatively targetable genomic landscape of high-grade gliomas, the long-term survival benefit of genomically-tailored targeted therapies remains discouraging.
MethodsUsing glioblastoma (GBM) as a representative example of high-grade gliomas, we evaluated the clonal architecture and distribution of hotspot mutations in 388 GBMs from the Cancer Genome Atlas (TCGA). Mutations were matched with 54 targeted therapies, followed by a comprehensive evaluation of drug biochemical properties in reference to the drug’s clinical efficacy in high-grade gliomas. We then assessed clinical outcomes of a cohort of patients with high-grade gliomas with targetable mutations reviewed at the Johns Hopkins Molecular Tumor Board (JH MTB; n = 50).
ResultsAmong 1,156 sequence alterations evaluated, 28.6% represented hotspots. While the frequency of hotspot mutations in GBM was comparable to cancer types with actionable hotspot alterations, GBMs harbored a higher fraction of subclonal mutations that affected hotspots (7.0%), compared to breast cancer (4.9%), lung cancer (4.4%), and melanoma (1.4%). In investigating the biochemical features of targeted therapies paired with recurring alterations, we identified a trend toward higher lipid solubility and lower IC50 in GBM cell lines among drugs with clinical efficacy. The drugs’ half-life, molecular weight, surface area and binding to efflux transporters were not associated with clinical efficacy. Among the JH MTB cohort of patients with IDH1 wild-type high-grade gliomas who received targeted therapies, trametinib monotherapy or in combination with dabrafenib conferred radiographic partial response in 75% of patients harboring BRAF or NF1 actionable mutations. Cabozantinib conferred radiographic partial response in two patients harboring a MET and a PDGFRA/KDR amplification. Patients with IDH1 wild-type gliomas that harbored actionable alterations who received genotype-matched targeted therapy had longer progression-free (PFS) and overall survival (OS; 7.37 and 14.72 respectively) than patients whose actionable alterations were not targeted (2.83 and 4.2 months respectively).
ConclusionWhile multiple host, tumor and dr
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fmed.2023.1254955.s002(source: https://frontiersin.figshare.com/articles/dataset/Table_1_Druggable_genomic_landscapes_of_high-grade_gliomas_xlsx/24770577)。
数据缺失?
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