BRCA1/2基因检测与预防策略成本效益数据集
该数据集包含巴西医院真实世界数据,用于评估BRCA1/2基因检测与预防策略在遗传性乳腺癌/卵巢癌高风险女性中的成本效益。

基本信息
资源简介
BRCA1/2基因检测与预防策略成本效益数据集
【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 909.32 KB,主题涵盖 breast cancer、ovarian cancer、BRCA genetic test、preventive strategies、cost-effectiveness,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《DataSheet_1_Cost-Effectiveness of BRCA 1/2 Genetic Test and Preventive Strategies: Using Real-World Data From an Upper-Middle Income Country.docx》。配套论文《BRCA Genetic Test and Risk-Reducing Salpingo-Oophorectomy for Hereditary Breast and Ovarian Cancer: State-of-the-Art》发表于 Cancers(2021),DOI:10.3390/cancers13112562。源站首次发布:2022-07-11。
【数据内容】
源站原始描述:Although BRCA1/2 genetic testing in developed countries is part of the reality for high-risk patients for hereditary breast and ovarian cancer (HBOC), the same is not true for upper-middle-income countries. For that reason, this study aimed to evaluate whether the BRCA1/2 genetic test and preventive strategies for women at high risk for HBOC are cost-effective compared to not performing these strategies in an upper-middle-income country. Adopting a payer perspective, a Markov model with a time h…
【数据结构与技术规格】
文件数 1 个,合计 909.32 KB。DataSheet_1_Cost-Effectiveness of BRCA 1/2 Genetic Test and Preventive Strategies: Using Real-World Data From an Upper-Middle Income Country.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,909.32 KB。数据集 DOI:10.3389/fonc.2022.951310.s001。
【主题与分类】
源站学科分类:Cancer、Haematological Tumours、Molecular Targets、Radiation Therapy、Oncology and Carcinogenesis not elsewhere classified、Solid Tumours。主题标签:breast cancer、ovarian cancer、BRCA genetic test、preventive strategies、cost-effectiveness。
【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/DataSheet_1_Cost-Effectiveness_of_BRCA_1_2_Genetic_Test_and_Preventive_Strategies_Using_Real-World_Data_From_an_Upper-Middle_Income_Country_docx/20281152
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Lourenção, Marina; Galendi, Julia Simões Correa; de Campos Reis Galvão, Henrique; Antoniazzi, Augusto Perazzolo; Grasel, Rebeca Silveira; Carvalho, André Lopes; et al. (2022). DataSheet_1_Cost-Effectiveness of BRCA 1/2 Genetic Test and Preventive Strategies: Using Real-World Data From an Upper-Middl…
【使用注意】
· 源站最后修改于 2023-06-02,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:DataSheet_1_Cost-Effectiveness of BRCA 1/2 Genetic Test and Preventive Strategies: Using Real-World Data From an Upper-Middle Income Country.docx
- DOI:10.3389/fonc.2022.951310.s001
- 发布日期:2022-07-11
- 文件数:1 个
- 文件总体积:909.32 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/DataSheet_1_Cost-Effectiveness_of_BRCA_1_2_Genetic_Test_and_Preventive_Strategies_Using_Real-World_Data_From_an_Upper-Middle_Income_Country_docx/20281152
命令行下载
curl -L -o "DataSheet_1_Cost-Effectiveness of BRCA 1/2 Genetic Test and Preventive Strategies: Using Real-World Data From an Upper-Middle Income Country.docx" "https://ndownloader.figshare.com/files/36223782"
文件清单
DataSheet_1_Cost-Effectiveness of BRCA 1/2 Genetic Test and Preventive Strategies: Using Real-World Data From an Upper-Middle Income Country.docx(909.32 KB)
文件总体积 909.32 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
Although BRCA1/2 genetic testing in developed countries is part of the reality for high-risk patients for hereditary breast and ovarian cancer (HBOC), the same is not true for upper-middle-income countries. For that reason, this study aimed to evaluate whether the BRCA1/2 genetic test and preventive strategies for women at high risk for HBOC are cost-effective compared to not performing these strategies in an upper-middle-income country. Adopting a payer perspective, a Markov model with a time horizon of 70 years was built to delineate the health states for a cohort of healthy women aged 30 years that fulfilled the BRCA1/2 testing criteria according to the guidelines. Transition probabilities were calculated based on real-world data of women tested for BRCA1/2 germline mutations in a cancer reference hospital from 2011 to 2020. We analyzed 275 BRCA mutated index cases and 356 BRCA mutation carriers that were first- or second-degree relatives of the patients. Costs were based on the Brazilian public health system reimbursement values. Health state utilities were retrieved from literature. The BRCA1/2 genetic test and preventive strategies result in more quality-adjusted life years (QALYs) and costs with an incremental cost-effectiveness ratio of R$ 11,900.31 (U$ 5,504.31)/QALY. This result can represent a strong argument in favor of implementing genetic testing strategies for high-risk women even in countries with upper-middle income, considering not only the cancer prevention possibilities associated with the genetic testing but also its cost-effectiveness to the health system. These strategies are cost-effective, considering a willingness-to-pay threshold of R$ 25,000 (U$ 11,563.37)/QALY, indicating that the government should consider offering them for women at high risk for HBOC. The results were robust in deterministic and probabilistic sensitivity analyses.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fonc.2022.951310.s001(source: https://frontiersin.figshare.com/articles/dataset/DataSheet_1_Cost-Effectiveness_of_BRCA_1_2_Genetic_Test_and_Preventive_Strategies_Using_Real-World_Data_From_an_Upper-Middle_Income_Country_docx/20281152)。
数据缺失?
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