Budget impact analysis of comprehensive genomic profiling for untreated advanced or recurrent solid cancers in Japan
日本晚期实体瘤患者基因组分析预算影响数据集,包含决策树模型结果。

基本信息
资源简介
Budget impact analysis of comprehensive genomic profiling for untreated advanced or recurrent solid cancers in Japan
【数据集背景】
配套论文《Budget impact analysis of comprehensive genomic profiling for untreated advanced or recurrent solid cancers in Japan》发表于 Journal of Medical Economics(2023),DOI:10.1080/13696998.2023.2202599。项目资助方:This study was financed by Chugai Pharmaceutical Co., Ltd.。源站首次发布:2023-05-02。
【数据内容】
源站原始描述:In Japan, the use of comprehensive genomic profiling (CGP) is only available for cancer patients who have no standard of care (SoC), or those who have completed SoC. This may lead to missed treatment opportunities for patients with druggable alterations. In this study, we evaluated the potential impact of CGP testing before SoC on medical costs and clinical outcome in untreated patients with advanced or recurrent biliary tract cancer (BTC), non-squamous non-small cell lung cancer (NSQ-NSCLC), or…
【数据结构与技术规格】
文件数 7 个,合计 530.17 KB。Supplementary Table 1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,79.08 KB。Supplementary Table 2.docx:undefined,72.42 KB。Supplementary Table 3.docx:undefined,76.32 KB。数据集 DOI:10.6084/m9.figshare.22656391.v2。
【主题与分类】
源站学科分类:Medicine、Genetics、Pharmacology、Biotechnology、Biological Sciences not elsewhere classified、Cancer。主题标签:Comprehensive genomic profiling、clinical outcome、cost analysis、non-small cell lung cancer、biliary tract cancer、colorectal cancer、I10、I1、I、I11。
【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://tandf.figshare.com/articles/dataset/Budget_impact_analysis_of_comprehensive_genomic_profiling_for_untreated_advanced_or_recurrent_solid_cancers_in_Japan/22656391
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Budget impact analysis of comprehensive genomic profiling for untreated advanced or recurrent solid cancers in Japan. Taylor & Francis. Tang, Wentao; Hanada, Keigo; Motoo, Yoshiharu; Sakamaki, Hiroyuki; Oda, Takaaki; Furuta, Kazuyuki; et al
【使用注意】
· 源站最后修改于 2024-03-21,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:Budget impact analysis of comprehensive genomic profiling for untreated advanced or recurrent solid cancers in Japan
- DOI:10.6084/m9.figshare.22656391.v2
- 发布日期:2023-05-02
- 文件数:7 个
- 文件总体积:530.17 KB
- 源站页面:https://tandf.figshare.com/articles/dataset/Budget_impact_analysis_of_comprehensive_genomic_profiling_for_untreated_advanced_or_recurrent_solid_cancers_in_Japan/22656391
命令行下载
curl -L -o "Supplementary Table 1.docx" "https://ndownloader.figshare.com/files/40389136"
curl -L -o "Supplementary Table 2.docx" "https://ndownloader.figshare.com/files/40217323"
curl -L -o "Supplementary Table 3.docx" "https://ndownloader.figshare.com/files/40217326"
curl -L -o "Supplementary Table 4.docx" "https://ndownloader.figshare.com/files/40217329"
curl -L -o "Supplementary Table 5.docx" "https://ndownloader.figshare.com/files/40217332"
curl -L -o "Supplementary Table 6.docx" "https://ndownloader.figshare.com/files/40389139"
curl -L -o "Supplementary Table 7.docx" "https://ndownloader.figshare.com/files/40217338"
文件清单
Supplementary Table 1.docx(79.08 KB)Supplementary Table 2.docx(72.42 KB)Supplementary Table 3.docx(76.32 KB)Supplementary Table 4.docx(76.01 KB)Supplementary Table 5.docx(77.50 KB)Supplementary Table 6.docx(75.10 KB)Supplementary Table 7.docx(73.74 KB)
文件总体积 530.17 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
In Japan, the use of comprehensive genomic profiling (CGP) is only available for cancer patients who have no standard of care (SoC), or those who have completed SoC. This may lead to missed treatment opportunities for patients with druggable alterations. In this study, we evaluated the potential impact of CGP testing before SoC on medical costs and clinical outcome in untreated patients with advanced or recurrent biliary tract cancer (BTC), non-squamous non-small cell lung cancer (NSQ-NSCLC), or colorectal cancer (CRC) in Japan between 2022 and 2026.
We constructed a decision-tree model reflecting the healthcare environment of Japan, to estimate the clinical outcome and medical costs impact of CGP testing by comparing two groups (with vs without CGP testing before SoC). The epidemiological parameters, detection rates of druggable alterations, and overall survival were collected from literature and claims databases in Japan. Treatment options selected based on druggable alterations were set in the model based on clinical experts’ opinions.
In 2026, the number of untreated patients with advanced or recurrent BTC, NSQ-NSCLC, and CRC was estimated to be 8600, 32,103, and 24,896, respectively. Compared with the group without CGP testing before SoC, CGP testing before SoC increased druggable alteration detection and treatment rate with matched therapies in all three cancer types. The medical costs per patient per month were estimated to increase with CGP testing before SoC in the three cancer types by 19,600, 2900, and 2200 JPY (145, 21, and 16 USD), respectively.
Only those druggable alterations with matched therapies were considered in the analysis model, while the potential impact of other genomic alterations provided by CGP testing was not considered.
The present study suggested that CGP testing before SoC may improve patient outcomes in various cancer types with a limited and controllable increase in medical costs.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.22656391.v2(source: https://tandf.figshare.com/articles/dataset/Budget_impact_analysis_of_comprehensive_genomic_profiling_for_untreated_advanced_or_recurrent_solid_cancers_in_Japan/22656391)。
数据缺失?
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