便携式设备用于免实验室通用核酸提取的开发与验证
便携式核酸提取设备开发与验证数据集,包含HIV和SARS-CoV-2样本的提取实验数据,用于评估低离心力现场核酸提取性能。

基本信息
资源简介
便携式设备用于免实验室通用核酸提取的开发与验证
【一句话概览】
本数据集是 figshare 公开的影像数据集,收录 2 个文件、合计 23.70 MB,主题涵盖 Field deployable、HIV、lab-free extraction、nucleic acids、point-of-need,可用于医学图像分割、检测与分类模型的训练与评测,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Development and validation of a portable device for lab-free versatile nucleic acid extraction》。配套论文《Development and validation of a portable device for lab-free versatile nucleic acid extraction》发表于 BioTechniques(2024),DOI:10.1080/07366205.2024.2427544。项目资助方:This work was partially supported by the National Science Foundation (2319913, 2045169), the National Institute of Health (R33AI147419, R33HD105610), and USDA (NIFA 2022-11225).。源站首次发布:2024-12-02。
【数据内容】
源站原始描述:Nucleic acid testing (NAT) has revolutionized diagnostics by providing precise, rapid, and scalable detection methods for diverse biological samples. These recent advancements satisfy the increasing demand for on-site diagnostics, yet sample preparation remains a significant bottleneck for achieving highly sensitive diagnostic assays. There is an unmet need for compatible, efficient, and lab-free sample preparation for point-of-care NAT. To address this, we developed a portable, lab-free, and ba…
【数据结构与技术规格】
文件数 2 个,合计 23.70 MB。数据集 DOI:10.6084/m9.figshare.27940821.v1。
【主题与分类】
源站学科分类:Biochemistry、Space Science、Medicine、Biotechnology、Environmental Sciences not elsewhere classified、Chemical Sciences not elsewhere classified。主题标签:Field deployable、HIV、lab-free extraction、nucleic acids、point-of-need、sample preparation、SARS-CoV-2。
【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://tandf.figshare.com/articles/dataset/Development_and_validation_of_a_portable_device_for_lab-free_versatile_nucleic_acid_extraction/27940821
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Development and validation of a portable device for lab-free versatile nucleic acid extraction. Taylor & Francis. Politza, Anthony J.; Liu, Tianyi; Kshirsagar, Aneesh; Dong, Ming; Ahamed, Md. Ahasan; Guan, Weihua
【使用注意】
· 源站最后修改于 2025-09-17,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:Development and validation of a portable device for lab-free versatile nucleic acid extraction
- DOI:10.6084/m9.figshare.27940821.v1
- 发布日期:2024-12-02
- 文件数:2 个
- 文件总体积:23.70 MB
- 源站页面:https://tandf.figshare.com/articles/dataset/Development_and_validation_of_a_portable_device_for_lab-free_versatile_nucleic_acid_extraction/27940821
命令行下载
curl -L -o "Supplementary_Information_w_Highlights.docx" "https://ndownloader.figshare.com/files/50916666"
curl -L -o "Supplementary_Video_V1_480p.mp4" "https://ndownloader.figshare.com/files/50916669"
文件清单
Supplementary_Information_w_Highlights.docx(15.10 MB)Supplementary_Video_V1_480p.mp4(8.61 MB)
文件总体积 23.70 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
Nucleic acid testing (NAT) has revolutionized diagnostics by providing precise, rapid, and scalable detection methods for diverse biological samples. These recent advancements satisfy the increasing demand for on-site diagnostics, yet sample preparation remains a significant bottleneck for achieving highly sensitive diagnostic assays. There is an unmet need for compatible, efficient, and lab-free sample preparation for point-of-care NAT. To address this, we developed a portable, lab-free, and battery-powered device for extracting nucleic acids. We explored using low centrifugal forces with existing commercial chemistry, demonstrating excellent performance. We designed and tested a battery-powered device to enable lab-free extractions, and verified reagents stored out to 6 months, suggesting exceptional deployment capabilities. We evaluated our device, comparing our results against those from a benchtop centrifuge across three types of samples: HIV RNA in buffer, HIV RNA in plasma, and SARS-CoV-2 RNA in saliva. The portable device demonstrated excellent agreement with the benchtop centrifuge, indicating high reliability. By providing an effective on-site sample preparation solution, the widespread adoption of low centrifugal extractions will improve the sensitivity and reliability of NAT and will positively impact other point-of-care technologies such as next generation sequencing (NGS), biomarker detection, and environmental monitoring.
This method utilizes a low-power, portable centrifuge to significantly improve the deployment of nucleic acid extractions. As a result, this method offers comparable extraction performance to benchtop devices while offering superior portability and ease of use. Minimizing centrifugal force allows for reliable nucleic acid extraction from a low-power device. Our approach is simple and uses low-cost electronics, presenting high potential for clinical preparation of RNA in field settings.
Sample preparation continues to be a major bottleneck for sensitive diagnostic assays.
We developed a portable, lab-free, and battery-powered device for extracting nucleic acids.
We demonstrated that a commercial extraction kit could be processe
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.27940821.v1(source: https://tandf.figshare.com/articles/dataset/Development_and_validation_of_a_portable_device_for_lab-free_versatile_nucleic_acid_extraction/27940821)。
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。
⚡️ 需要数据支持或标注服务?立即联系我们获取专业方案。




