高通量筛选患者来源培养物揭示胶质母细胞瘤精准医疗潜力
包含7个患者来源胶质母细胞瘤模型对56种药物的剂量反应数据,用于高通量筛选和精准医疗研究。

基本信息
资源简介
高通量筛选患者来源培养物揭示胶质母细胞瘤精准医疗潜力
【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 79.73 KB,主题涵盖 GBM、culture methods result、inhibitor sensitivity、cell lines、MEK,可用于统计建模、特征工程与队列分析,CC BY-NC 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《High-Throughput Screening of Patient-Derived Cultures
Reveals Potential for Precision Medicine in Glioblastoma》。配套论文《High-Throughput Screening of Patient-Derived Cultures Reveals Potential for Precision Medicine in Glioblastoma》发表于 ACS Medicinal Chemistry Letters(2015),DOI:10.1021/acsmedchemlett.5b00128。源站首次发布:2015-08-13。
【数据内容】
源站原始描述:Identifying drugs for the treatment of glioblastoma (GBM), a rapidly fatal disease, has been challenging. Most screening efforts have been conducted with immortalized cell lines grown with fetal bovine serum, which have little relevance to the genomic features found in GBM patients. Patient-derived neurosphere cultures, while being more physiologically relevant, are difficult to screen and therefore are only used to test a few drug candidates after initial screening efforts. Laminin has been use…
【数据结构与技术规格】
文件数 1 个,合计 79.73 KB。ml5b00128_si_002.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,79.73 KB。数据集 DOI:10.1021/acsmedchemlett.5b00128.s002。
【主题与分类】
源站学科分类:Biochemistry、Space Science、Cell Biology、Genetics、Molecular Biology、Neuroscience。主题标签:GBM、culture methods result、inhibitor sensitivity、cell lines、MEK、AZD、screening efforts、ABT、model。
【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://acs.figshare.com/articles/dataset/High_Throughput_Screening_of_Patient_Derived_Cultures_Reveals_Potential_for_Precision_Medicine_in_Glioblastoma/2141173
使用许可:CC BY-NC 4.0(https://creativecommons.org/licenses/by-nc/4.0/)。
规范引用:Quartararo, Christine E.; Reznik, Eduard; deCarvalho, Ana C.; Mikkelsen, Tom; Stockwell, Brent R. (2016). High-Throughput Screening of Patient-Derived Cultures Reveals Potential for Precision Medicine in Glioblastoma. ACS Publications. Dataset
【使用注意】
· 源站最后修改于 2023-05-30,引用时请注意版本时效。
下载信息
注册下载
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提供高速下载与技术交付服务(收技术服务费,非数据销售)
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:High-Throughput Screening of Patient-Derived Cultures
Reveals Potential for Precision Medicine in Glioblastoma - DOI:10.1021/acsmedchemlett.5b00128.s002
- 发布日期:2015-08-13
- 文件数:1 个
- 文件总体积:79.73 KB
- 源站页面:https://acs.figshare.com/articles/dataset/High_Throughput_Screening_of_Patient_Derived_Cultures_Reveals_Potential_for_Precision_Medicine_in_Glioblastoma/2141173
命令行下载
curl -L -o "ml5b00128_si_002.xlsx" "https://ndownloader.figshare.com/files/3775027"
文件清单
ml5b00128_si_002.xlsx(79.73 KB)
文件总体积 79.73 KB(源站 API 实测)。
数据说明
Identifying drugs for the treatment
of glioblastoma (GBM), a rapidly
fatal disease, has been challenging. Most screening efforts have been
conducted with immortalized cell lines grown with fetal bovine serum,
which have little relevance to the genomic features found in GBM patients.
Patient-derived neurosphere cultures, while being more physiologically
relevant, are difficult to screen and therefore are only used to test
a few drug candidates after initial screening efforts. Laminin has
been used to generate two-dimensional cell lines from patient tumors,
preserving the genomic signature and alleviating some screening hurdles.
We present here the first side-by-side comparison of inhibitor sensitivity
of laminin and neurosphere-grown patient-derived GBM cell lines and
show that both of these culture methods result in the same pattern
of inhibitor sensitivity. We used these screening methods to evaluate
the dependencies of seven patient-derived cell models: three grown
on laminin and four grown as neurospheres, against 56 agents in 17-point
dose–response curves in 384-well format in triplicate. This
allowed us to establish differential sensitivity of chemotherapeutic
agents across the seven patient-derived models. We found that MEK
inhibition caused patient-sample-specific growth inhibition and that
bortezomib, an FDA-approved proteasome inhibitor, was potently lethal
in all patient-derived models. Furthermore, the screening results
led us to test the combination of the Bcl-2 inhibitor ABT-263, and
the mTOR inhibitor AZD-8055, which we found to be synergistic in a
subset of patient-derived GBM models. Thus, we have identified new
candidate therapeutics and developed a high-throughput screening system
using patient-derived GBM samples.
许可
CC BY-NC 4.0
引用
学术使用请引用 DOI 10.1021/acsmedchemlett.5b00128.s002(source: https://acs.figshare.com/articles/dataset/High_Throughput_Screening_of_Patient_Derived_Cultures_Reveals_Potential_for_Precision_Medicine_in_Glioblastoma/2141173)。
数据缺失?
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