数据表1_一线利妥昔单抗后复发缓解型多发性硬化症治疗序列的成本效果:挪威微观模拟研究.docx

挪威复发缓解型多发性硬化症微观模拟研究的补充数据表,评估一线利妥昔单抗后不同治疗序列的成本效果。

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表格cost-effectivenessmultiple sclerosisrituximabswitching behaviortreatment sequencing
Data Sheet 1_Cost-effectiveness of treatment sequences following first-line rituximab in relapsing-remitting multiple sclerosis: a Norwegian microsimulation study.docx

基本信息

模态
表格
大小
0.001835333 GB
许可
CC BY 4.0
创建/更新时间
2026-10-10
版本
v1

资源简介

数据表1_一线利妥昔单抗后复发缓解型多发性硬化症治疗序列的成本效果:挪威微观模拟研究.docx

【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 1.84 MB,主题涵盖 cost-effectiveness、multiple sclerosis、rituximab、switching behavior、treatment sequencing,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《Data Sheet 1_Cost-effectiveness of treatment sequences following first-line rituximab in relapsing-remitting multiple sclerosis: a Norwegian microsimulation study.docx》。配套论文《Comparative effectiveness of rituximab and cladribine in relapsing–remitting multiple sclerosis: A target trial emulation》发表于 Multiple Sclerosis Journal(2025),DOI:10.1177/13524585251342727。源站首次发布:2026-03-18。

【数据内容】

源站原始描述:BackgroundThe Norwegian guideline recommends highly effective disease-modifying therapies (DMTs) as the first line treatment for multiple sclerosis (MS), with rituximab preferred in clinical practice. While rituximab is effective, patients may discontinue due to side-effects or develop disease activity. Limited guidance exists on optimal switches following first line rituximab. ObjectivesTo estimate the costs and effects of different treatment sequences following first line rituximab in relapsin…

【数据结构与技术规格】

文件数 1 个,合计 1.84 MB。Data Sheet 1_Cost-effectiveness of treatment sequences following first-line rituximab in relapsing-remitting multiple sclerosis: a Norwegian microsimu.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,1.84 MB。数据集 DOI:10.3389/fneur.2026.1783506.s001。

【主题与分类】

源站学科分类:Neurology and Neuromuscular Diseases。主题标签:cost-effectiveness、multiple sclerosis、rituximab、switching behavior、treatment sequencing。

【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/Data_Sheet_1_Cost-effectiveness_of_treatment_sequences_following_first-line_rituximab_in_relapsing-remitting_multiple_sclerosis_a_Norwegian_microsimulation_study_docx/31797979

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Huygens, Simone; Versteegh, Matthijs; Berg-Hansen, Pål; Bjelland, Stein Henry; Holmøy, Trygve; Torkildsen, Øivind (2026). Data Sheet 1_Cost-effectiveness of treatment sequences following first-line rituximab in relapsing-remitting multiple sclerosis: a Norwegian microsimulation study.docx. Frontiers…

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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。

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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)

命令行下载

curl -L -o "Data Sheet 1_Cost-effectiveness of treatment sequences following first-line rituximab in relapsing-remitting multiple sclerosis: a Norwegian microsimu.docx" "https://ndownloader.figshare.com/files/62908033"

文件清单

  • Data Sheet 1_Cost-effectiveness of treatment sequences following first-line rituximab in relapsing-remitting multiple sclerosis: a Norwegian microsimu.docx(1.84 MB)

文件总体积 1.84 MB(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

BackgroundThe Norwegian guideline recommends highly effective disease-modifying therapies (DMTs) as the first line treatment for multiple sclerosis (MS), with rituximab preferred in clinical practice. While rituximab is effective, patients may discontinue due to side-effects or develop disease activity. Limited guidance exists on optimal switches following first line rituximab.
ObjectivesTo estimate the costs and effects of different treatment sequences following first line rituximab in relapsing remitting MS patients in Norway.
DesignA microsimulation model adapted to the Norwegian setting estimated outcomes for different treatment sequences following first line rituximab. Four neurologists were interviewed using a structured expert elicitation tool to inform switching behavior. The model allowed for three treatment lines after rituximab, with switches possible to fingolimod, ponesimod, cladribine tablets, or natalizumab.
MethodsThe model simulated all 32 possible treatment sequences and calculated costs per quality adjusted life year (QALY) according to Norwegian pharmacoeconomic guidelines.
ResultsNeurologists were more likely to switch patients with >1 relapse (78%) or relapse and disability progression (66%) versus one relapse (54%). The most cost-effective sequence after rituximab is cladribine tablets (line 2), ponesimod (line 3), and natalizumab (line 4). The probability that second line cladribine tablets are most cost-effective is >75%. Mean time on first line rituximab was 15.2 years. The model predicts that over lifetime 21% of patients would require a fourth line of treatment due to the cumulative effects of discontinuation and recurring disease activity triggering treatment switches.
ConclusionPatients on first line rituximab may require a treatment switch due to side-effect induced discontinuation or new disease activity. If a switch from rituximab to another DMT is the preferred clinical course of action, this study showed that it is most cost-effective to switch to cladribine tablets followed by ponesimod and natalizumab.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fneur.2026.1783506.s001(source: https://frontiersin.figshare.com/articles/dataset/Data_Sheet_1_Cost-effectiveness_of_treatment_sequences_following_first-line_rituximab_in_relapsing-remitting_multiple_sclerosis_a_Norwegian_microsimulation_study_docx/31797979)。

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