Protocol for comparative gene expression data analysis between brains and organoids using a cloud-based web app

被引:0
|
作者
Huang, Xiang [1 ]
Kumarage, Pubudu [1 ]
Sandoval, Soraya [1 ,2 ]
Zhao, Xinyu [1 ,3 ]
Wang, Daifeng [1 ,4 ,5 ]
机构
[1] Univ Wisconsin Madison, Waisman Ctr, Madison, WI 53705 USA
[2] Univ Wisconsin Madison, Neurosci Training Program, Madison, WI 53705 USA
[3] Univ Wisconsin Madison, Dept Neurosci, Madison, WI 53705 USA
[4] Univ Wisconsin Madison, Dept Biostat & Med Informat, Madison, WI 53705 USA
[5] Univ Wisconsin Madison, Dept Comp Sci, Madison, WI 53706 USA
来源
STAR PROTOCOLS | 2024年 / 5卷 / 04期
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
REVEAL;
D O I
10.1016/j.xpro.2024.103375
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Here, we present a protocol for using Brain and Organoid Manifold Alignment (BOMA), a cloud-based web app for comparative gene expression data analysis between brains and organoids. We describe steps for performing a global alignment of developmental gene expression data from both brains and organoids. We then detail procedures for investigating both shared and distinctive developmental pathways across brains and organoids by refining alignment locally using manifold learning. This protocol is applicable for working with single-cell and bulk RNA sequencing data. For complete details on the use and execution of this protocol, please refer to He et al.1 1
引用
收藏
页数:18
相关论文
共 50 条
  • [21] Comparative Study of Web-Based Gene Expression Analysis Tools for Biomarkers Identification
    Engchuan, Worrawat
    Patumcharoenpol, Preecha
    Chan, Jonathan H.
    NEURAL INFORMATION PROCESSING, PT III, 2015, 9491 : 214 - 222
  • [22] WIGED: Web-based data integration system for analysis of gene expression in disease
    Yang, JO
    Yu, U
    Kim, S
    ON THE CONVERGENCE OF BIO-INFORMATION-, ENVIRONMENTAL-, ENERGY-, SPACE- AND NANO-TECHNOLOGIES, PTS 1 AND 2, 2005, 277-279 : 41 - 44
  • [23] Exploring the host response in infected lung organoids using NanoString technology: A statistical analysis of gene expression data
    Rezapour, Mostafa
    Walker, Stephen J.
    Ornelles, David A.
    Niazi, Muhammad Khalid Khan
    Mcnutt, Patrick M.
    Atala, Anthony
    Gurcan, Metin Nafi
    PLOS ONE, 2024, 19 (11):
  • [24] Inferring quality in point cloud-based 3D printed objects using topological data analysis
    Rosen P.
    Hajij M.
    Tu J.
    Arafin T.
    Piegl L.
    Computer-Aided Design and Applications, 2019, 16 (03): : 519 - 527
  • [25] Dimensional error analysis in point cloud-based inspection using a non-contact method for data acquisition
    Popov, Ivan
    Onuh, Spencer
    Dotchev, Krassimir
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2010, 21 (07)
  • [26] Driver Fatigue Detection Systems Using Multi-Sensors, Smartphone, and Cloud-Based Computing Platforms: A Comparative Analysis
    Abbas, Qaisar
    Alsheddy, Abdullah
    SENSORS, 2021, 21 (01) : 1 - 38
  • [27] Survival Online: a web-based service for the analysis of correlations between gene expression and clinical and follow-up data
    Luca Corradi
    Valentina Mirisola
    Ivan Porro
    Livia Torterolo
    Marco Fato
    Paolo Romano
    Ulrich Pfeffer
    BMC Bioinformatics, 10
  • [28] Survival Online: a web-based service for the analysis of correlations between gene expression and clinical and follow-up data
    Corradi, Luca
    Mirisola, Valentina
    Porro, Ivan
    Torterolo, Livia
    Fato, Marco
    Romano, Paolo
    Pfeffer, Ulrich
    BMC BIOINFORMATICS, 2009, 10 : S10
  • [29] Examination of gene expression data using dimensional reduction methodology: A comparative study between principal component analysis and projection pursuit
    Albanese, J.
    Schreyer, S. K.
    Fostel, J.
    Dainiak, N.
    EXPERIMENTAL HEMATOLOGY, 2006, 34 (09) : 70 - 71
  • [30] Web-Based Signal Detection Using Medical Forums Data in France: Comparative Analysis
    Kurzinger, Marie-Laure
    Schuck, Stephane
    Texier, Nathalie
    Abdellaoui, Redhouane
    Faviez, Carole
    Pouget, Julie
    Zhang, Ling
    Tcherny-Lessenot, Stephanie
    Lin, Stephen
    Juhaeri, Juhaeri
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2018, 20 (11)