超声引导的磁热蜡胶囊用于局部胃肠道药物递送

该数据集提供超声引导磁热蜡胶囊的设计、优化与验证数据,用于胃肠道局部药物递送,包含体外实验和动物模型结果。

Figshare
2025-09-03 更新
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医学影像, 表格Magnetic nanoparticlesColon deliveryGastrointestinal Drug Delivery Oral...Oral deliveryAlternating magnetic fieldMagnetic hyperthermiaInflammatory bowel diseaseColorectal cancerIn vivo
Ultrasound-guided, magnetothermal wax capsule for localized gastrointestinal drug delivery

基本信息

模态
医学影像, 表格
大小
4.060276013 GB
许可
CC BY 4.0
创建/更新时间
2025-09-03
版本
v1

资源简介

超声引导的磁热蜡胶囊用于局部胃肠道药物递送

【数据集背景】

本数据集源站标题为《Ultrasound-guided, magnetothermal wax capsule for localized gastrointestinal drug delivery》。项目资助方:Scientific Exchange Grant (grant no. 11286) from the European Molecular Biology Organization。源站首次发布:2025-09-03。

【数据内容】

源站原始描述:Oral drug delivery to specific lesions in the gastrointestinal (GI) tract remains a major challenge. The current systems depend on internal physiological triggers such as pH, enzymatic activity, and luminal pressure, which exhibit wide intra- and inter-patient variability. To address this, an ingestible capsule was developed to enable on-demand, site-specific drug release in response to an external alternating magnetic field (AMF), with ultrasound imaging used for real-time localization. The cap…

文件 MANIFEST.txt 为文本内容,开头为:README.txt (4 kB) MANIFEST.txt (1 kB) # EXTRACTABLES Capsule fabrication and wax mixture selection.zip (38728 KB) Ultrasound imaging of capsule in GI tract.zi…

【数据结构与技术规格】

文件数 8 个,合计 4.06 GB。MANIFEST.txt:text/plain,401 B。数据集 DOI:10.17044/scilifelab.30009196.v1。

【主题与分类】

源站学科分类:Medical devices、Functional materials、Pharmaceutical delivery technologies、Inorganic materials (incl. nanomaterials)、Pharmaceutical sciences、Biomedical engineering not elsewhere classified。主题标签:Magnetic nanoparticles、Colon delivery、Gastrointestinal Drug Delivery Oral...、Oral delivery、Alternating magnetic field、Magnetic hyperthermia、Inflammatory bowel disease、Colorectal cancer、In vivo。

【适用方向】

影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。

【获取与许可】

源站页面:https://figshare.scilifelab.se/articles/dataset/Ultrasound-guided_magnetothermal_wax_capsule_for_localized_gastrointestinal_drug_delivery/30009196

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

规范引用:Zhang, Yuming; Zhang, Kai; Juriga-Tóth, Krisztina; Paraskeva, Christina; Schmidt, Peter T.; Koliaraki, Vasiliki; et al. (2025). Ultrasound-guided, magnetothermal wax capsule for localized gastrointestinal drug delivery. Uppsala University. Dataset

【使用注意】

· 源站最后修改于 2025-10-16,引用时请注意版本时效。

官方服务

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⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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。

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)

命令行下载

curl -L -o "MANIFEST.txt" "https://ndownloader.figshare.com/files/57507295"
curl -L -o "Capsule fabrication and wax mixture selection.zip" "https://ndownloader.figshare.com/files/57507307"
curl -L -o "Ultrasound imaging of capsule in GI tract.zip" "https://ndownloader.figshare.com/files/57507298"
curl -L -o "Capsule integrity in different GI compartments.zip" "https://ndownloader.figshare.com/files/57507310"
curl -L -o "Capsule formulation optimization and characterization.zip" "https://ndownloader.figshare.com/files/57507313"
curl -L -o "Capsule material toxicity evaluation.zip" "https://ndownloader.figshare.com/files/57507304"
curl -L -o "Magnetothermal drug release.zip" "https://ndownloader.figshare.com/files/57507325"
curl -L -o "README-1.txt" "https://ndownloader.figshare.com/files/57507301"

文件清单

  • MANIFEST.txt(401 B)
  • Capsule fabrication and wax mixture selection.zip(39.66 MB)
  • Ultrasound imaging of capsule in GI tract.zip(6.61 MB)
  • Capsule integrity in different GI compartments.zip(64.41 MB)
  • Capsule formulation optimization and characterization.zip(138.55 MB)
  • Capsule material toxicity evaluation.zip(15.41 MB)
  • Magnetothermal drug release.zip(3.80 GB)
  • README-1.txt(3.33 KB)

文件总体积 4.06 GB(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

Oral drug delivery to specific lesions in the gastrointestinal (GI) tract remains a major challenge. The current systems depend on internal physiological triggers such as pH, enzymatic activity, and luminal pressure, which exhibit wide intra- and inter-patient variability. To address this, an ingestible capsule was developed to enable on-demand, site-specific drug release in response to an external alternating magnetic field (AMF), with ultrasound imaging used for real-time localization. The capsule is composed of a low-melting-point wax matrix embedded with superparamagnetic iron oxide nanoparticles (SPIONs), which generate heat upon AMF exposure, resulting in rapid wax melting and burst drug release. SPIONs exhibited no toxicity in zebrafish embryonic development, demonstrating excellent biocompatibility. Capsules were fabricated in a hemispherical shape using a 3D-printed mold, yielding highly reproducible batches with a mass variation within ±10%. A Design of Experiments (DoE) approach identified an optimized formulation comprising a 6:4 docosane:eicosane wax blend, 10 wt% SPION loading, and a 1.5 mm capsule shell thickness, achieving efficient magnetic heating while maintaining mechanical strength (> 2 N), sufficient for withstanding GI transit.
The optimized capsule formulation exhibited no cytotoxicity in vitro and remained intact throughout sequential incubation in simulated gastric, intestinal, and colonic fluids. No drug leakage or significant metal leaching (≤ 0.6%) was obtained. The capsule was successfully visualized in a porcine abdominal model using a handheld ultrasound device commonly used at the bedside in the clinic. AMF exposure triggered complete drug release within 33 seconds in vitro. In vivo studies in mice further demonstrated capsule localization via ultrasound, and AMF-triggered capsule melting in the colon via endoscopy. In conclusion, this magnetothermal capsule platform integrates non-invasive imaging and externally triggered drug release to enable localized GI drug delivery, representing a promising strategy for precision treatment of GI diseases.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.17044/scilifelab.30009196.v1(source: https://figshare.scilifelab.se/articles/dataset/Ultrasound-guided_magnetothermal_wax_capsule_for_localized_gastrointestinal_drug_delivery/30009196)。

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