一项使用下一代测序在晚期癌症中的初步研究:可行性与挑战
包含9名晚期癌症患者配对肿瘤与正常样本的全基因组测序数据和6名患者的全转录组测序数据,用于评估NGS指导治疗的可行性。

基本信息
资源简介
一项使用下一代测序在晚期癌症中的初步研究:可行性与挑战
【数据集背景】
本数据集源站标题为《A Pilot Study Using Next-Generation Sequencing in Advanced Cancers: Feasibility and Challenges》。配套论文《A Pilot Study Using Next-Generation Sequencing in Advanced Cancers: Feasibility and Challenges》发表于 PLoS ONE(2013),DOI:10.1371/journal.pone.0076438。源站首次发布:2013-10-30。
【数据内容】
源站原始描述:Purpose New anticancer agents that target a single cell surface receptor, up-regulated or amplified gene product, or mutated gene, have met with some success in treating advanced cancers. However, patients'' tumors still eventually progress on these therapies. If it were possible to identify a larger number of targetable vulnerabilities in an individual''s tumor, multiple targets could be exploited with the use of specific therapeutic agents, thus possibly giving the patient viable therapeutic alt…
【数据结构与技术规格】
文件数 12 个,合计 26.91 MB。File S1.DOCX:application/vnd.openxmlformats-officedocument.wordprocessingml.document,30.49 KB。Figure S1.TIFF:image/tiff,1.95 MB。Figure S2.TIFF:image/tiff,4.67 MB。数据集 DOI:10.1371/journal.pone.0076438。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Genetics、Molecular Biology、Biotechnology、Biological Sciences not elsewhere classified。主题标签:WTS、Challenges Purpose New anticancer agents、next-generation sequencing technologies、Clinical Laboratory Improvement Amendments、NGS、cell surface receptor、WGS、tumor、CLIA、design treatment plans。
【适用方向】
组学数据适用于生物标志物发现与分子分型相关建模研究。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/_A_Pilot_Study_Using_Next_Generation_Sequencing_in_Advanced_Cancers_Feasibility_and_Challenges_/839567
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:J. Weiss, Glen; S. Liang, Winnie; Demeure, Michael J.; A. Kiefer, Jeff; Hostetter, Galen; Izatt, Tyler; et al. (2016). A Pilot Study Using Next-Generation Sequencing in Advanced Cancers: Feasibility and Challenges. PLOS ONE. Dataset
【使用注意】
· 源站最后修改于 2023-06-01,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
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无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
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公开数据集受托下载与技术交付服务。
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:A Pilot Study Using Next-Generation Sequencing in Advanced Cancers: Feasibility and Challenges
- DOI:10.1371/journal.pone.0076438
- 发布日期:2013-10-30
- 文件数:12 个
- 文件总体积:26.91 MB
- 源站页面:https://plos.figshare.com/articles/dataset/_A_Pilot_Study_Using_Next_Generation_Sequencing_in_Advanced_Cancers_Feasibility_and_Challenges_/839567
命令行下载
curl -L -o "File S1.DOCX" "https://ndownloader.figshare.com/files/6639645"
curl -L -o "Figure S1.TIFF" "https://ndownloader.figshare.com/files/6639648"
curl -L -o "Figure S2.TIFF" "https://ndownloader.figshare.com/files/6639651"
curl -L -o "Figure S3.TIFF" "https://ndownloader.figshare.com/files/6639654"
curl -L -o "Figure S4.TIFF" "https://ndownloader.figshare.com/files/6639657"
curl -L -o "Figure S5.TIFF" "https://ndownloader.figshare.com/files/6639660"
curl -L -o "Figure S6.TIFF" "https://ndownloader.figshare.com/files/6639663"
curl -L -o "Figure S7.TIFF" "https://ndownloader.figshare.com/files/6639666"
文件清单
File S1.DOCX(30.49 KB)Figure S1.TIFF(1.95 MB)Figure S2.TIFF(4.67 MB)Figure S3.TIFF(5.92 MB)Figure S4.TIFF(3.94 MB)Figure S5.TIFF(2.57 MB)Figure S6.TIFF(1.35 MB)Figure S7.TIFF(4.15 MB)Figure S8.TIFF(2.26 MB)Table S1.XLSX(17.73 KB)Table S2.XLSX(28.21 KB)Table S3.XLSX(8.68 KB)
文件总体积 26.91 MB(源站 API 实测)。
数据说明
Purpose
New anticancer agents that target a single cell surface receptor, up-regulated or amplified gene product, or mutated gene, have met with some success in treating advanced cancers. However, patients’’ tumors still eventually progress on these therapies. If it were possible to identify a larger number of targetable vulnerabilities in an individual’‘s tumor, multiple targets could be exploited with the use of specific therapeutic agents, thus possibly giving the patient viable therapeutic alternatives.
Experimental Design
In this exploratory study, we used next-generation sequencing technologies (NGS) including whole genome sequencing (WGS), and where feasible, whole transcriptome sequencing (WTS) to identify genomic events and associated expression changes in advanced cancer patients.
Results
WGS on paired tumor and normal samples from nine advanced cancer patients and WTS on six of these patients’’ tumors was completed. One patient’'s treatment was based on targets and pathways identified by NGS and the patient had a short-lived PET/CT response with a significant reduction in his tumor-related pain. To design treatment plans based on information garnered from NGS, several challenges were encountered: NGS reporting delays, communication of results to out-of-state participants and their treating oncologists, and chain of custody handling for fresh biopsy samples for Clinical Laboratory Improvement Amendments (CLIA) target validation.
Conclusion
While the initial effort was a slower process than anticipated due to a variety of issues, we demonstrate the feasibility of using NGS in advanced cancer patients so that treatments for patients with progressing tumors may be improved.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0076438(source: https://plos.figshare.com/articles/dataset/_A_Pilot_Study_Using_Next_Generation_Sequencing_in_Advanced_Cancers_Feasibility_and_Challenges_/839567)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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