染色体性别影响血浆代谢组与APOE基因型影响大脑代谢组的人源化APOE小鼠研究数据

基于人源化APOE小鼠的多模态数据,研究染色体性别和APOE基因型对阿尔茨海默病相关代谢组、转录组和脑部结构的影响。

Figshare
2020-01-09 更新
浏览 14
多模态hAPOE 4 maleschromosomal sexMRIhAPOE 4 micerisk factor impactsacidmetabolome vs APOE genotypeAPOE 4 genotypegenedelay LOAD progressionprecision medicine interventionsLOAD risk factors
Evidence in support of chromosomal sex influencing plasma based metabolome vs APOE genotype influencing brain metabolome profile in humanized APOE male and female mice

基本信息

模态
多模态
大小
0.00009688 GB
许可
CC BY 4.0
创建/更新时间
2020-01-09
版本
v1

资源简介

染色体性别影响血浆代谢组与APOE基因型影响大脑代谢组的人源化APOE小鼠研究数据

【数据集背景】

本数据集源站标题为《Evidence in support of chromosomal sex influencing plasma based metabolome vs APOE genotype influencing brain metabolome profile in humanized APOE male and female mice》。配套论文《Evidence in support of chromosomal sex influencing plasma based metabolome vs APOE genotype influencing brain metabolome profile in humanized APOE male and female mice》发表于 PLOS ONE(2020),DOI:10.1371/journal.pone.0225392。源站首次发布:2020-01-09。

【数据内容】

源站原始描述:Late onset Alzheimer’s disease (LOAD) is a progressive neurodegenerative disease with four well-established risk factors: age, APOE4 genotype, female chromosomal sex, and maternal history of AD. Each risk factor impacts multiple systems, making LOAD a complex systems biology challenge. To investigate interactions between LOAD risk factors, we performed multiple scale analyses, including metabolomics, transcriptomics, brain magnetic resonance imaging (MRI), and beta-amyloid assessment, in 16 mont…

【数据结构与技术规格】

文件数 2 个,合计 96.88 KB。pone.0225392.s001.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,56.25 KB。pone.0225392.s002.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,40.63 KB。数据集 DOI:10.1371/journal.pone.0225392。

【主题与分类】

源站学科分类:Biochemistry、Cell Biology、Genetics、Neuroscience、Physiology、Pharmacology。主题标签:hAPOE 4 males、chromosomal sex、MRI、hAPOE 4 mice、risk factor impacts、acid、metabolome vs APOE genotype、APOE 4 genotype、gene、delay LOAD progression。

【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/Evidence_in_support_of_chromosomal_sex_influencing_plasma_based_metabolome_vs_APOE_genotype_influencing_brain_metabolome_profile_in_humanized_APOE_male_and_female_mice/11560533

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

规范引用:Shang, Yuan; Mishra, Aarti; Wang, Tian; Wang, Yiwei; Desai, Maunil; Chen, Shuhua; et al. (2020). Evidence in support of chromosomal sex influencing plasma based metabolome vs APOE genotype influencing brain metabolome profile in humanized APOE male and female mice. PLOS ONE. Dataset

【使用注意】

· 源站最后修改于 2023-06-04,引用时请注意版本时效。

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

帮我联系

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

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。

免费样本无法满足模型训练要求?千方提供经三甲医院脱敏、带病理回证与专家标注的商业级专病数据集。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "pone.0225392.s001.xlsx" "https://ndownloader.figshare.com/files/20782248"
curl -L -o "pone.0225392.s002.xlsx" "https://ndownloader.figshare.com/files/20782251"

文件清单

  • pone.0225392.s001.xlsx(56.25 KB)
  • pone.0225392.s002.xlsx(40.63 KB)

文件总体积 96.88 KB(源站 API 实测)。

数据说明

Late onset Alzheimer’s disease (LOAD) is a progressive neurodegenerative disease with four well-established risk factors: age, APOE4 genotype, female chromosomal sex, and maternal history of AD. Each risk factor impacts multiple systems, making LOAD a complex systems biology challenge. To investigate interactions between LOAD risk factors, we performed multiple scale analyses, including metabolomics, transcriptomics, brain magnetic resonance imaging (MRI), and beta-amyloid assessment, in 16 months old male and female mice with humanized human APOE3 (hAPOE3) or APOE4 (hAPOE4) genes. Metabolomic analyses indicated a sex difference in plasma profile whereas APOE genotype determined brain metabolic profile. Consistent with the brain metabolome, gene and pathway-based RNA-Seq analyses of the hippocampus indicated increased expression of fatty acid/lipid metabolism related genes and pathways in both hAPOE4 males and females. Further, female transcription of fatty acid and amino acids pathways were significantly different from males. MRI based imaging analyses indicated that in multiple white matter tracts, hAPOE4 males and females exhibited lower fractional anisotropy than their hAPOE3 counterparts, suggesting a lower level of white matter integrity in hAPOE4 mice. Consistent with the brain metabolomic and transcriptomic profile of hAPOE4 carriers, beta-amyloid generation was detectable in 16-month-old male and female brains. These data provide therapeutic targets based on chromosomal sex and APOE genotype. Collectively, these data provide a framework for developing precision medicine interventions during the prodromal phase of LOAD, when the potential to reverse, prevent and delay LOAD progression is greatest.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0225392(source: https://plos.figshare.com/articles/dataset/Evidence_in_support_of_chromosomal_sex_influencing_plasma_based_metabolome_vs_APOE_genotype_influencing_brain_metabolome_profile_in_humanized_APOE_male_and_female_mice/11560533)。

需要用于商业化训练或医疗器械注册(NMPA/FDA)?

公开数据往往缺乏完整的病理回证与专家标注。千方医数集依托陕川双基地与超十家三甲医院直连,提供完全合规、去标识化、支持注册级质控的专病数据集交易服务。