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DESCRIPTION (provided by applicant): A growing challenge currently faced by the biomedical community is to gain functional insights into the genomics of the nervous system in sufficient detail to understand human disease, derive novel therapies, and discover new drugs. Discovering changes in gene activity in localized cell populations of the brain under different experimental conditions can significantly expand the knowledge of how gene products interact as well as how they affect biological processes and human disease. One approach to assess changes in spatial gene expression is to register the datasets into a common domain - an atlas - in which experimental alterations can be assessed systematically. Increasing the accuracy of registration enables comparisons between even smaller functional features. The goal of this project is to develop a novel 3D atlas of the mouse brain and corresponding informatics tools that will lead to more powerful comparisons of gene expression image datasets. The specific aims are: 1. Develop multimaterial volumetric subdivision mesh technology and construct a deformable adaptive resolution 3D atlas of the adult mouse brain. 2. Achieve interactive registration of the 3D atlas to volumetric datasets and validate accuracy of registration. 3. Assess the comparison capabilities of the 3D atlas using a set of experimental data collected to better understand the molecular mechanisms of the human genetic disorder Rett Syndrome. PUBLIC HEALTH RELEVANCE: This project will develop new software tools that will enable researchers to better understand the biological processes underlying human development and human diseases, potentially leading to new therapies. These tools include a new technique for digitally representing volume-based information that can improve comparisons between sets of data, a method for placing large-scale image data of gene activity in the mouse brain into this new representation, and the means to perform comparisons of this data at high resolution.
期刊论文(5)
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会议论文
Similarity-based appearance-prior for fitting a subdivision mesh in gene expression images.
基于相似性的外观先验,用于在基因表达图像中拟合细分网格。
DOI: 10.1007/978-3-642-33415-3_71
发表时间: 2012
期刊: Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
影响因子: --
作者: [Le,YenH, Kurkure,Uday, Paragios,Nikos, Ju,Tao, Carson,JamesP, Kakadiaris,IoannisA]
通讯作者: Kakadiaris,IoannisA
DOI: 10.1109/iccv.2011.6126541
发表时间: 2011-11
期刊: Proceedings. IEEE International Conference on Computer Vision
影响因子: --
作者: [Kurkure U, Le YH, Paragios N, Ju T, Carson JP, Kakadiaris IA]
通讯作者: Kakadiaris IA
A semiautomated approach for artefact removal in serial tissue cryosections.
连续组织冷冻切片中伪影去除的半自动化方法。
DOI: 10.1111/j.1365-2818.2010.03424.x
发表时间: 2011
期刊: Journal of microscopy
影响因子: 2
作者: [Kindle,LM, Kakadiaris,IA, Ju,T, Carson,JP]
通讯作者: Carson,JP
Lossless 3-D reconstruction and registration of semi-quantitative gene expression data in the mouse brain.
小鼠大脑中半定量基因表达数据的无损 3D 重建和记录。
DOI: 10.1109/iembs.2011.6091994
发表时间: 2011
期刊: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
影响因子: --
作者: [Enlow,MatthewA, Ju,Tao, Kakadiaris,IoannisA, Carson,JamesP]
通讯作者: Carson,JamesP
Data Analysis Core
Multi-omic 3D tissue maps for a Human BioMolecular Atlas
Data Analysis Core
Multi-omic 3D tissue maps for a Human BioMolecular Atlas
海外基金