肺腺癌顺铂耐药与预后相关突变鉴定表1
肺腺癌顺铂耐药与预后突变研究表格,包含基因突变、药物敏感性和临床生存数据。

基本信息
资源简介
肺腺癌顺铂耐药与预后相关突变鉴定表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 32.52 KB,主题涵盖 cisplatin、lung adenocarcinoma、resistance、mutation、chemotherapy,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《Table1_v1_Identification of Mutations Related to Cisplatin-Resistance and Prognosis of Patients With Lung Adenocarcinoma.pdf》。配套论文《Lung adenocarcinoma: from molecular basis to genome-guided therapy and immunotherapy》发表于 Journal of Thoracic Disease(2017),DOI:10.21037/jtd.2017.06.20。源站首次发布:2020-10-29。
【数据内容】
源站原始描述:Background: Lung adenocarcinoma (LUAD) is the most common histologic type of non-small cell lung cancer (NSCLC; approximately 60%), and platinum-based chemotherapy is the cornerstone of the treatment for patients with LUAD. However, a considerable number of patients experience tumor recurrence after developing cisplatin (cis-diamminedichloroplatinum(II) or CDDP) resistance. Therefore, it is particularly important to screen primary CDDP-resistant LUAD patient populations, which can maximize the c…
【数据结构与技术规格】
文件数 1 个,合计 32.52 KB。Table1_v1_Identification of Mutations Related to Cisplatin-Resistance and Prognosis of Patients With Lung Adenocarcinoma.pdf:application/pdf,32.52 KB。数据集 DOI:10.3389/fphar.2020.572627.s002。
【主题与分类】
源站学科分类:Toxicology (incl. Clinical Toxicology)、Basic Pharmacology、Clinical Pharmacology and Therapeutics、Clinical Pharmacy and Pharmacy Practice、Pharmaceutical Sciences、Pharmacogenomics。主题标签:cisplatin、lung adenocarcinoma、resistance、mutation、chemotherapy。
【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/Table1_v1_Identification_of_Mutations_Related_to_Cisplatin-Resistance_and_Prognosis_of_Patients_With_Lung_Adenocarcinoma_pdf/13160123
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Li, Rui; Liu, Junfang; Fang, Zekui; Liang, Zhenyu; Chen, Xin (2020). Table1_v1_Identification of Mutations Related to Cisplatin-Resistance and Prognosis of Patients With Lung Adenocarcinoma.pdf. Frontiers. 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。
暂未开放公开下载
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。
免登录有偿下载
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:Table1_v1_Identification of Mutations Related to Cisplatin-Resistance and Prognosis of Patients With Lung Adenocarcinoma.pdf
- DOI:10.3389/fphar.2020.572627.s002
- 发布日期:2020-10-29
- 文件数:1 个
- 文件总体积:32.52 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Table1_v1_Identification_of_Mutations_Related_to_Cisplatin-Resistance_and_Prognosis_of_Patients_With_Lung_Adenocarcinoma_pdf/13160123
命令行下载
curl -L -o "Table1_v1_Identification of Mutations Related to Cisplatin-Resistance and Prognosis of Patients With Lung Adenocarcinoma.pdf" "https://ndownloader.figshare.com/files/25309496"
文件清单
Table1_v1_Identification of Mutations Related to Cisplatin-Resistance and Prognosis of Patients With Lung Adenocarcinoma.pdf(32.52 KB)
文件总体积 32.52 KB(源站 API 实测)。
数据说明
Background: Lung adenocarcinoma (LUAD) is the most common histologic type of non-small cell lung cancer (NSCLC; approximately 60%), and platinum-based chemotherapy is the cornerstone of the treatment for patients with LUAD. However, a considerable number of patients experience tumor recurrence after developing cisplatin (cis-diamminedichloroplatinum(II) or CDDP) resistance. Therefore, it is particularly important to screen primary CDDP-resistant LUAD patient populations, which can maximize the clinical benefits for these patients.
Methods: Data for 61 LUAD cell lines were downloaded from the Genomics of Drug Sensitivity in Cancer (GDSC) database to screen for mutations related to CDDP susceptibility, and we conducted whole-exome sequencing (WES) of tumors from 45 LUAD patients from Zhujiang Hospital of Southern Medical University. Subsequently, the clinical prognostic value of these mutations was verified by using The Cancer Genome Atlas (TCGA)-LUAD cohort and our cohort (n = 45).
Results: Based on drug sensitivity data for the GDSC-LUAD cell lines and survival analysis of the cohorts TCGA-LUAD and Local-LUAD, we found only one gene (GREB1) with mutations related to decreased CDDP sensitivity as well as worse overall survival (OS) and progression-free survival (PFS) [OS: log-rank p = 0.038, hazard ratio (HR; 95% confidence interval (95% CI)): 2.19 (0.73–6.55); PFS: log-rank p = 0.001; HR: 4.65, 95% CI: 1.18–18.37]. The GREB1-mutant (GREB1-MT) group had a higher frequency of gene mutations. Additionally, gene set enrichment analysis (GSEA) and single-sample GSEA (ssGSEA) suggested reduced accumulation of intracellular drugs in the GREB1-MT group, in addition to increased drug efflux and enhanced DNA damage repair and intracellular detoxification.
Conclusion: This study found that GREB1 mutations may mediate the primary resistance and clinical prognosis of LUAD patients undergoing treatment with CDDP. Further functional analysis showed that GREB1 mutations are related to the known mechanism of CDDP resistance. These results suggest that GREB1 mutations are potential biomarkers for screening of CDDP resistance among LUAD patients.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fphar.2020.572627.s002(source: https://frontiersin.figshare.com/articles/dataset/Table1_v1_Identification_of_Mutations_Related_to_Cisplatin-Resistance_and_Prognosis_of_Patients_With_Lung_Adenocarcinoma_pdf/13160123)。
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。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




