Quantifying Newly Appearing Replication FOCI in Cell Nuclei Based on 3d Non-Rigid Registration

Qi Gao, Vadim O. Chagin, M. C. Cardoso, K. Rohr
{"title":"Quantifying Newly Appearing Replication FOCI in Cell Nuclei Based on 3d Non-Rigid Registration","authors":"Qi Gao, Vadim O. Chagin, M. C. Cardoso, K. Rohr","doi":"10.1109/ISBI52829.2022.9761689","DOIUrl":null,"url":null,"abstract":"Studying the dynamics of replication foci (RFi) in live cell microscopy images is important to understand the principles of DNA replication during the cell cycle. Whether new RFi appear in proximity to existing ones or randomly remains unclear. We propose two new methods to quantify newly appearing RFi which represent global and local spatial information. One method is based on proportion curves and a proximity score, and the second method is based on proximity distribution maps. In addition, to align the 3D temporal microscopy image sequences and improve quantification, we introduce a 3D elasticity model-based image registration method. Experiments using synthetic image data demonstrate the effectiveness of the proposed methods. We also show analysis results of appearing RFi in real confocal microscopy images.","PeriodicalId":6827,"journal":{"name":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","volume":"4 1","pages":"1-4"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISBI52829.2022.9761689","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Studying the dynamics of replication foci (RFi) in live cell microscopy images is important to understand the principles of DNA replication during the cell cycle. Whether new RFi appear in proximity to existing ones or randomly remains unclear. We propose two new methods to quantify newly appearing RFi which represent global and local spatial information. One method is based on proportion curves and a proximity score, and the second method is based on proximity distribution maps. In addition, to align the 3D temporal microscopy image sequences and improve quantification, we introduce a 3D elasticity model-based image registration method. Experiments using synthetic image data demonstrate the effectiveness of the proposed methods. We also show analysis results of appearing RFi in real confocal microscopy images.
基于三维非刚性配准的细胞核新出现的复制FOCI定量
研究活细胞显微镜图像中复制焦点(RFi)的动力学对于理解细胞周期中DNA复制的原理非常重要。新的RFi是在现有的RFi附近出现,还是随机出现,目前还不清楚。我们提出了两种新的方法来量化新出现的RFi,它们代表全局和局部空间信息。一种方法是基于比例曲线和接近度评分,第二种方法是基于接近度分布图。此外,为了对三维时间显微图像序列进行对齐,提高定量化,我们引入了一种基于三维弹性模型的图像配准方法。利用合成图像数据进行的实验验证了该方法的有效性。我们还展示了在真实共聚焦显微镜图像中出现RFi的分析结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信