丹曲林对儿茶酚胺能多形性室性心动过速患者的抗心律失常效果及iPSC模型复制反应
包含6名CPVT1患者丹曲林治疗前后运动负荷试验数据及iPSC衍生心肌细胞钙成像数据,评估抗心律失常效果并验证个体化药物反应。

基本信息
资源简介
丹曲林对儿茶酚胺能多形性室性心动过速患者的抗心律失常效果及iPSC模型复制反应
【一句话概览】
本数据集是 figshare 公开的多模态数据集,收录 6 个文件、合计 1.01 MB,主题涵盖 Dantrolene、Type 1 CPVT、antiarrhythmic、RyR 2 protein、RyR 2 mutations,可用于跨模态对齐与融合建模研究,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Antiarrhythmic Effects of Dantrolene in Patients with Catecholaminergic Polymorphic Ventricular Tachycardia and Replication of the Responses Using iPSC Models》。配套论文《Antiarrhythmic Effects of Dantrolene in Patients with Catecholaminergic Polymorphic Ventricular Tachycardia and Replication of the Responses Using iPSC Models》发表于 PLOS ONE(2015),DOI:10.1371/journal.pone.0125366。源站首次发布:2015-05-08。
【数据内容】
源站原始描述:Catecholaminergic polymorphic ventricular tachycardia (CPVT) is a highly malignant inherited arrhythmogenic disorder. Type 1 CPVT (CPVT1) is caused by cardiac ryanodine receptor (RyR2) gene mutations resulting in abnormal calcium release from sarcoplasmic reticulum. Dantrolene, an inhibitor of sarcoplasmic Ca2+ release, has been shown to rescue this abnormal Ca2+ release in vitro. We assessed the antiarrhythmic efficacy of dantrolene in six patients carrying various RyR2 mutations causing CPVT.…
【数据结构与技术规格】
文件数 6 个,合计 1.01 MB。S1 Fig.tif:image/tiff,621.72 KB。S2 Fig.tif:image/tiff,264.52 KB。S1 Protocol.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,16.30 KB。数据集 DOI:10.1371/journal.pone.0125366。
【主题与分类】
源站学科分类:Medicine、Cell Biology、Neuroscience、Biological Sciences not elsewhere classified、Developmental Biology、Cancer。主题标签:Dantrolene、Type 1 CPVT、antiarrhythmic、RyR 2 protein、RyR 2 mutations、CPVT 1 patients、CM、release、transmembrane domain、individualize drug therapy。
【适用方向】
多模态数据适合跨模态对齐、融合建模与联合表征学习方向的研究。
【获取与许可】
源站页面:https://plos.figshare.com/articles/dataset/Antiarrhythmic_Effects_of_Dantrolene_in_Patients_with_Catecholaminergic_Polymorphic_Ventricular_Tachycardia_and_Replication_of_the_Responses_Using_iPSC_Models/2666056
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Penttinen, Kirsi; Swan, Heikki; Vanninen, Sari; Paavola, Jere; M. Lahtinen, Annukka; Kontula, Kimmo; et al. (2016). Antiarrhythmic Effects of Dantrolene in Patients with Catecholaminergic Polymorphic Ventricular Tachycardia and Replication of the Responses Using iPSC Models. PLOS ONE. Dataset
【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:Antiarrhythmic Effects of Dantrolene in Patients with Catecholaminergic Polymorphic Ventricular Tachycardia and Replication of the Responses Using iPSC Models
- DOI:10.1371/journal.pone.0125366
- 发布日期:2015-05-08
- 文件数:6 个
- 文件总体积:1.01 MB
- 源站页面:https://plos.figshare.com/articles/dataset/Antiarrhythmic_Effects_of_Dantrolene_in_Patients_with_Catecholaminergic_Polymorphic_Ventricular_Tachycardia_and_Replication_of_the_Responses_Using_iPSC_Models/2666056
命令行下载
curl -L -o "S1 Fig.tif" "https://ndownloader.figshare.com/files/4328173"
curl -L -o "S2 Fig.tif" "https://ndownloader.figshare.com/files/4328176"
curl -L -o "S1 Protocol.docx" "https://ndownloader.figshare.com/files/4328179"
curl -L -o "S2 Protocol.doc" "https://ndownloader.figshare.com/files/4328182"
curl -L -o "S1 Table.docx" "https://ndownloader.figshare.com/files/4328185"
curl -L -o "S2 Table.docx" "https://ndownloader.figshare.com/files/4328188"
文件清单
S1 Fig.tif(621.72 KB)S2 Fig.tif(264.52 KB)S1 Protocol.docx(16.30 KB)S2 Protocol.doc(79.36 KB)S1 Table.docx(13.42 KB)S2 Table.docx(14.89 KB)
文件总体积 1.01 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
Catecholaminergic polymorphic ventricular tachycardia (CPVT) is a highly malignant inherited arrhythmogenic disorder. Type 1 CPVT (CPVT1) is caused by cardiac ryanodine receptor (RyR2) gene mutations resulting in abnormal calcium release from sarcoplasmic reticulum. Dantrolene, an inhibitor of sarcoplasmic Ca2+ release, has been shown to rescue this abnormal Ca2+ release in vitro. We assessed the antiarrhythmic efficacy of dantrolene in six patients carrying various RyR2 mutations causing CPVT. The patients underwent exercise stress test before and after dantrolene infusion. Dantrolene reduced the number of premature ventricular complexes (PVCs) on average by 74% (range 33-97) in four patients with N-terminal or central mutations in the cytosolic region of the RyR2 protein, while dantrolene had no effect in two patients with mutations in or near the transmembrane domain. Induced pluripotent stem cells (iPSCs) were generated from all the patients and differentiated into spontaneously beating cardiomyocytes (CMs). The antiarrhythmic effect of dantrolene was studied in CMs after adrenaline stimulation by Ca2+ imaging. In iPSC derived CMs with RyR2 mutations in the N-terminal or central region, dantrolene suppressed the Ca2+ cycling abnormalities in 80% (range 65-97) of cells while with mutations in or near the transmembrane domain only in 23 or 32% of cells. In conclusion, we demonstrate that dantrolene given intravenously shows antiarrhythmic effects in a portion of CPVT1 patients and that iPSC derived CM models replicate these individual drug responses. These findings illustrate the potential of iPSC models to individualize drug therapy of inherited diseases.
Trial Registration
EudraCT Clinical Trial Registry 2012-005292-14
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.1371/journal.pone.0125366(source: https://plos.figshare.com/articles/dataset/Antiarrhythmic_Effects_of_Dantrolene_in_Patients_with_Catecholaminergic_Polymorphic_Ventricular_Tachycardia_and_Replication_of_the_Responses_Using_iPSC_Models/2666056)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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