开放儿童脑肿瘤图谱

儿童脑肿瘤多组学图谱

Alex's Lemonade Stand Foundation Childhood Cancer Data LabAlex's Lemonade Stand Foundation Childhood Cancer Data Lab
OpenPBTA
2023-01-01 更新
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基本信息

模态
表格
数据量
1074
任务类型
分类
许可
CC BY 4.0
创建/更新时间
2023-01-01

资源简介

开放儿童脑肿瘤多组学数据集,包含胚胎性肿瘤、髓母细胞瘤等儿童脑肿瘤样本。

原始链接

https://github.com/AlexsLemonade/OpenPBTA-analysis

访问原始数据

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如需原始数据获取支持或标注服务,请联系我们。

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下载信息

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暂未开放

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暂未开放

千方医数集,医疗数据集部分,是为社区服务的公开医疗数据集搜索引擎,并不存储或者下载原始的任何数据。 如果您有其他医疗数据需求,可以和客服联系,或者下工单。我们有强大的三甲医疗机构帮助您提供个性化的医疗数据定制、采集、标注服务。

使用方式

数据集获取

git clone https://github.com/AlexsLemonade/OpenPBTA-analysis.git

curl -L -o repo.zip https://github.com/AlexsLemonade/OpenPBTA-analysis/archive/refs/heads/master.zip
unzip repo.zip

源站 README 摘录(使用方式)

OpenPBTA-analysis

OpenPBTA is now published:
Shapiro, J.A., Gaonkar, K.S., Spielman, S.J., Savonen, C.L., Bethell, C.J., Jin, R., Rathi, K.S., Zhu, Y., Egolf, L.E., Farrow, B.K., et al. (2023). OpenPBTA: The Open Pediatric Brain Tumor Atlas. Cell Genom., 100340. 10.1016/j.xgen.2023.100340.
We will no longer be accepting contributions to this repository.
Please check out d3b-center/OpenPedCan-analysis for updates to PBTA data as well as other data sources.

Pediatric brain tumors are the most common solid tumors and the leading cause of cancer-related death in children.
Our ability to understand and successfully treat these diseases is hindered by small sample sizes due to the overall rarity of unique molecular subtypes and tainted grouped analyses resulting from misclassification.
In September of 2018, the Children’'s Brain Tumor Network (CBTN) released the Pediatric Brain Tumor Atlas (PBTA), a genomic dataset (whole genome sequencing, whole exome sequencing, RNA sequencing, proteomic, and clinical data) for nearly 1,000 tumors, available from the Gabriella Miller Kids First Portal.
The Open Pediatric Brain Tumor Atlas (OpenPBTA) Project is a global open science initiative to comprehensively define the molecular landscape of tumors of 943 patients from the CBTN and the PNOC003 DIPG clinical trial from the Pediatric Pacific Neuro-oncology Consortium through real-time, collaborative analyses and collaborative manuscript writing on GitHub.
The OpenPBTA operates on a pull request model to accept contributions from community participants.
The maintainers have set up continuous integration software to confirm the reproducibility of analyses within the project’s Docker container.
The collaborative manuscript is authored using Manubot software to provide an up-to-date public version of the manuscript.
The project maintainers include scientists from Alex’‘s Lemonade Stand Foundation’'s Childhood Cancer Data Lab and the [Center for Data-Driven Discovery in Biomedicine at the Children’'s Hospital of Philadelphia](https://d3b.cent

数据加载示例(表格/文本类)

import pandas as pd, glob, os

files = (glob.glob(os.path.join(path, "**", "*.csv"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tsv"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.xlsx"), recursive=True))
print("数据文件:", files)
df = pd.read_csv(files[0])
print(df.shape); print(df.columns.tolist()); print(df.head(3))

完整仓库:github.com/AlexsLemonade/OpenPBTA-analysis

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当前公开数据无法满足您的算法精度?千方提供针对 胚胎性肿瘤 的高质量、多模态真实临床数据定制解决方案。

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