NOTCH1突变在慢性淋巴细胞白血病患者中的预后和预测影响数据表
包含271例CLL患者NOTCH1突变与预后及治疗反应关联的回顾性研究数据,以PDF格式提供。

基本信息
资源简介
NOTCH1突变在慢性淋巴细胞白血病患者中的预后和预测影响数据表
【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 114.39 KB,主题涵盖 CLL、NOTCH1、overall survival、prognostic factors、target therapy,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《Data Sheet 5_Prognostic and predictive impact of NOTCH1 mutations in patients with chronic lymphocytic leukemia: a tertiary single-center experience.pdf》。配套论文《NOTCH1 mutations identify a genetic subgroup of chronic lymphocytic leukemia patients with high risk of transformation and poor outcome》发表于 Leukemia(2012),DOI:10.1038/leu.2012.357。源站首次发布:2026-01-29。
【数据内容】
源站原始描述:NOTCH1 mutations (NOTCH1m) occur in 6%–12% of newly diagnosed chronic lymphocytic leukemia (CLL) patients, increasing to 15%–20% in relapsed cases. Despite their clinical relevance, the independent prognostic impact of NOTCH1m remains controversial, particularly in the era of targeted therapies, and routine testing has not been universally adopted. A retrospective, real-world study of 271 consecutive CLL patients treated at our institution was conducted between 1999 and 2023. The association of…
【数据结构与技术规格】
文件数 1 个,合计 114.39 KB。Data Sheet 5_Prognostic and predictive impact of NOTCH1 mutations in patients with chronic lymphocytic leukemia: a tertiary single-center experience.pdf:application/pdf,114.39 KB。数据集 DOI:10.3389/fonc.2025.1726439.s006。
【主题与分类】
源站学科分类:Oncology and Carcinogenesis not elsewhere classified。主题标签:CLL、NOTCH1、overall survival、prognostic factors、target therapy。
【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/Data_Sheet_5_Prognostic_and_predictive_impact_of_NOTCH1_mutations_in_patients_with_chronic_lymphocytic_leukemia_a_tertiary_single-center_experience_pdf/31189273
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:D’Antiga, Mattia; Serafin, Andrea; Angotzi, Francesco; Cellini, Alessandro; Bevilacqua, Arianna; Leone, Giovanni; et al. (2026). Data Sheet 5_Prognostic and predictive impact of NOTCH1 mutations in patients with chronic lymphocytic leukemia: a tertiary single-center experience.pdf. Frontiers. Datase…
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:Data Sheet 5_Prognostic and predictive impact of NOTCH1 mutations in patients with chronic lymphocytic leukemia: a tertiary single-center experience.pdf
- DOI:10.3389/fonc.2025.1726439.s006
- 发布日期:2026-01-29
- 文件数:1 个
- 文件总体积:114.39 KB
- 源站页面:https://frontiersin.figshare.com/articles/dataset/Data_Sheet_5_Prognostic_and_predictive_impact_of_NOTCH1_mutations_in_patients_with_chronic_lymphocytic_leukemia_a_tertiary_single-center_experience_pdf/31189273
命令行下载
curl -L -o "Data Sheet 5_Prognostic and predictive impact of NOTCH1 mutations in patients with chronic lymphocytic leukemia: a tertiary single-center experience.pdf" "https://ndownloader.figshare.com/files/61469317"
文件清单
Data Sheet 5_Prognostic and predictive impact of NOTCH1 mutations in patients with chronic lymphocytic leukemia: a tertiary single-center experience.pdf(114.39 KB)
文件总体积 114.39 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
NOTCH1 mutations (NOTCH1m) occur in 6%–12% of newly diagnosed chronic lymphocytic leukemia (CLL) patients, increasing to 15%–20% in relapsed cases. Despite their clinical relevance, the independent prognostic impact of NOTCH1m remains controversial, particularly in the era of targeted therapies, and routine testing has not been universally adopted. A retrospective, real-world study of 271 consecutive CLL patients treated at our institution was conducted between 1999 and 2023. The association of NOTCH1m with clinical outcomes and response to different treatment modalities, including chemoimmunotherapy (CIT), Bruton’s tyrosine kinase inhibitors (BTKi), and venetoclax-based regimens, was evaluated. Primary endpoints included time to first treatment (TTFT), time to second treatment (TT2T), time to next treatment (TTNT), and overall survival (OS). NOTCH1m were detected in 38/271 (14%) patients, predominantly the c.7541_7542delCT deletion (84%). After a median follow-up of 118 months, NOTCH1m patients demonstrated significantly shorter OS compared to NOTCH1 wild-type (NOTCH1wt) patients (244 vs. 293 months, HR=1.92, p=0.032), but this was not confirmed in a Cox multivariate analysis, where immunoglobulin heavy-chain variable region (IGHV) resulted as the independent prognostic variable. Importantly, 44% of Richter transformation cases harbored NOTCH1m. Among NOTCH1m patients, targeted therapies showed superior TT2T compared to CIT (NR vs. 48 months, p=0.024). No significant difference was observed in TTFT or TTNT between NOTCH1m and wild-type patients. In conclusion, NOTCH1m are associated with adverse prognosis in CLL, primarily due to increased risk of Richter transformation. Our findings support incorporating NOTCH1 mutational analysis into routine clinical practice for improved risk stratification and treatment selection.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.3389/fonc.2025.1726439.s006(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_5_Prognostic_and_predictive_impact_of_NOTCH1_mutations_in_patients_with_chronic_lymphocytic_leukemia_a_tertiary_single-center_experience_pdf/31189273)。
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