{"title":"利用Scrna-Seq数据重新分析不同阿尔茨海默病体外模型的比较","authors":"Yu-Ra Kang","doi":"10.1145/3560071.3560085","DOIUrl":null,"url":null,"abstract":"Alzheimer's disease (AD) is a neurodegenerative disease affecting at least 35 million people worldwide, creating significant health and social care challenges. In this research, I aim to investigate the molecular pathways contributing to AD pathology by using publicly available datasets generated from different in vitro models of Alzheimer's disease. To address this aim, I re-analyzed single-cell RNA-Seq datasets derived from Cakir, B. et al (2022, GSE175719) and Pérez, J.J. et al. (2020, GSE147047). Using the Seurat package in RStudio, I compared gene expression of cortical neurons from dementia groups, modelled with PITRM1 knockout or addition of amyloid-beta into the cultures, to that of untreated neurons. Combination of single-cell RNA-Seq allowing single-cell resolution with different in vitro models of Alzheimer's disease might help to elucidate the pathways involved in Alzheimer's disease pathology.","PeriodicalId":249276,"journal":{"name":"Proceedings of the 2022 International Conference on Intelligent Medicine and Health","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Comparison of Different in Vitro Models of Alzheimer's Disease Using Re-Analysis of Scrna-Seq Data\",\"authors\":\"Yu-Ra Kang\",\"doi\":\"10.1145/3560071.3560085\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Alzheimer's disease (AD) is a neurodegenerative disease affecting at least 35 million people worldwide, creating significant health and social care challenges. In this research, I aim to investigate the molecular pathways contributing to AD pathology by using publicly available datasets generated from different in vitro models of Alzheimer's disease. To address this aim, I re-analyzed single-cell RNA-Seq datasets derived from Cakir, B. et al (2022, GSE175719) and Pérez, J.J. et al. (2020, GSE147047). Using the Seurat package in RStudio, I compared gene expression of cortical neurons from dementia groups, modelled with PITRM1 knockout or addition of amyloid-beta into the cultures, to that of untreated neurons. Combination of single-cell RNA-Seq allowing single-cell resolution with different in vitro models of Alzheimer's disease might help to elucidate the pathways involved in Alzheimer's disease pathology.\",\"PeriodicalId\":249276,\"journal\":{\"name\":\"Proceedings of the 2022 International Conference on Intelligent Medicine and Health\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2022 International Conference on Intelligent Medicine and Health\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3560071.3560085\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2022 International Conference on Intelligent Medicine and Health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3560071.3560085","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Comparison of Different in Vitro Models of Alzheimer's Disease Using Re-Analysis of Scrna-Seq Data
Alzheimer's disease (AD) is a neurodegenerative disease affecting at least 35 million people worldwide, creating significant health and social care challenges. In this research, I aim to investigate the molecular pathways contributing to AD pathology by using publicly available datasets generated from different in vitro models of Alzheimer's disease. To address this aim, I re-analyzed single-cell RNA-Seq datasets derived from Cakir, B. et al (2022, GSE175719) and Pérez, J.J. et al. (2020, GSE147047). Using the Seurat package in RStudio, I compared gene expression of cortical neurons from dementia groups, modelled with PITRM1 knockout or addition of amyloid-beta into the cultures, to that of untreated neurons. Combination of single-cell RNA-Seq allowing single-cell resolution with different in vitro models of Alzheimer's disease might help to elucidate the pathways involved in Alzheimer's disease pathology.