识别2型糖尿病降糖治疗的良好反应者

包含230名2型糖尿病患者GLP-1治疗前后HbA1c数据,用于研究降糖治疗反应的定义与预测因素。

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2016-01-15 更新
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表格type 2 diabetesHbA 1c changebaseline HbA 1ctreatment responseglpHbA 1ctarget HbA 1cGlucose Lowering Therapy3 months treatmentresponse definition chosen.MethodsWe
Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine

基本信息

模态
表格
大小
0.000118313 GB
许可
CC BY 4.0
创建/更新时间
2016-01-15
版本
v1

资源简介

识别2型糖尿病降糖治疗的良好反应者

【数据集背景】

本数据集源站标题为《Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine》。配套论文《Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine》发表于 PLoS ONE(2014),DOI:10.1371/journal.pone.0111235。源站首次发布:2014-10-23。

【数据内容】

源站原始描述:Aims Defining responders to glucose lowering therapy can be important for both clinical care and for the development of a stratified approach to diabetes management. Response is commonly defined by either HbA1c change after treatment or whether a target HbA1c is achieved. We aimed to determine the extent to which the individuals identified as responders and non-responders to glucose lowering therapy, and their characteristics, depend on the response definition chosen. Methods We prospectively st…

【数据结构与技术规格】

文件数 3 个,合计 118.31 KB。Figure_S1.pptx:application/vnd.openxmlformats-officedocument.presentationml.presentation,89.39 KB。Table_S1.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,15.16 KB。Table_S2.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,13.76 KB。数据集 DOI:10.1371/journal.pone.0111235。

【主题与分类】

源站学科分类:Biological Sciences。主题标签:baseline glycaemia.ConclusionsThe outcome、type 2 diabetes、Stratified Medicine AimsDefining responders、HbA 1c change、treatment response.ResultsDifferent definitions、baseline HbA 1c、treatment response、glp、HbA 1c、target HbA 1c。

【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://plos.figshare.com/articles/dataset/_Identifying_Good_Responders_to_Glucose_Lowering_Therapy_in_Type_2_Diabetes_Implications_for_Stratified_Medicine_/1220344

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

规范引用:G. Jones, Angus; M. Shields, Beverley; J. Hyde, Christopher; E. Henley, William; T. Hattersley, Andrew (2016). Identifying Good Responders to Glucose Lowering Therapy in Type 2 Diabetes: Implications for Stratified Medicine. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-03,引用时请注意版本时效。

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下载信息

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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。

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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 "Figure_S1.pptx" "https://ndownloader.figshare.com/files/1763534"
curl -L -o "Table_S1.docx" "https://ndownloader.figshare.com/files/1763535"
curl -L -o "Table_S2.docx" "https://ndownloader.figshare.com/files/1763536"

文件清单

  • Figure_S1.pptx(89.39 KB)
  • Table_S1.docx(15.16 KB)
  • Table_S2.docx(13.76 KB)

文件总体积 118.31 KB(源站 API 实测)。

数据说明

Aims
Defining responders to glucose lowering therapy can be important for both clinical care and for the development of a stratified approach to diabetes management. Response is commonly defined by either HbA1c change after treatment or whether a target HbA1c is achieved. We aimed to determine the extent to which the individuals identified as responders and non-responders to glucose lowering therapy, and their characteristics, depend on the response definition chosen.
Methods
We prospectively studied 230 participants commencing GLP-1 agonist therapy. We assessed participant characteristics at baseline and repeated HbA1c after 3 months treatment. We defined responders (best quartile of response) based on HbA1c change or HbA1c achieved. We assessed the extent to which these methods identified the same individuals and how this affected the baseline characteristics associated with treatment response.
Results
Different definitions of response identified different participants. Only 39% of responders by one definition were also good responders by the other. Characteristics associated with good response depend on the response definition chosen: good response by HbA1c achieved was associated with low baseline HbA1c (pConclusions
The outcome of studies aiming to identify predictors of treatment response to glucose lowering therapy may depend on how response is defined. Alternative definitions of response should be considered which minimise influence of baseline glycaemia.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0111235(source: https://plos.figshare.com/articles/dataset/_Identifying_Good_Responders_to_Glucose_Lowering_Therapy_in_Type_2_Diabetes_Implications_for_Stratified_Medicine_/1220344)。

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