基因组保护的互动探索

V. Bandi, C. Gutwin
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引用次数: 43

摘要

基因组学中的比较分析涉及比较两个或多个基因组以确定保守的遗传信息。这些重复的区域可以表明共同的祖先,并可以揭示生物体的内部功能和进化历史。由于测序技术的快速发展,高分辨率的基因组数据现在可以用于广泛的物种,对这些数据的比较分析可以提供可应用于医学,植物育种和许多其他领域的见解。比较基因组学是一项相互作用很强的任务,将保守区域的位置、大小和方向可视化可以帮助研究人员支持解释和判断的关键活动。但是,用于分析保护区域的可视化工具没有获得许可,可以免费制作本作品的全部或部分数字或硬拷贝供个人或课堂使用,前提是副本不是为了盈利或商业利益而制作或分发的,并且副本在第一页上带有本通知和完整的引用。本作品的版权由作者以外的人所有,必须得到尊重。允许有信用的摘要。以其他方式复制或重新发布,在服务器上发布或重新分发到列表,需要事先获得特定许可和/或付费。从permissions@acm.org请求权限。2020年5月21-22日,加拿大,多伦多©2020版权归所有人/作者所有。授权给ACM的出版权。Isbn 978-1-4503-6708-0/20/04…$15.00 DOI: https://doi.org/10.1145/3313831.XXXXXXX与不断增加的基因组信息的可用性以及生物研究人员使用这些数据的新方法保持同步。为了解决这一问题,我们从三组基因组专家那里收集了交互式探索的需求,并开发了一个基于网络的工具,该工具具有新颖的交互技术和可视化表示来满足这些需求。我们的工具支持多分辨率分析,在研究人员深入基因组时提供交互式过滤,支持重新访问特定接口配置,并支持基因组数据上的松耦合协作。来自三个专家组的五名研究人员对该系统进行了评估,证明了我们系统的新技术在支持基因组保护的交互式探索方面取得了成功。
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Interactive Exploration of Genomic Conservation
Comparative analysis in genomics involves comparing two or more genomes to identify conserved genetic information. These duplicated regions can indicate shared ancestry and can shed light on an organism’s internal functions and evolutionary history. Due to rapid advances in sequencing technology, high-resolution genome data is now available for a wide range of species, and comparative analysis of this data can provide insights that can be applied in medicine, plant breeding, and many other areas. Comparative genomics is a strongly interactive task, and visualizing the location, size, and orientation of conserved regions can assist researchers by supporting critical activities of interpretation and judgement. However, visualization tools for the analysis of conserved regions have not Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from permissions@acm.org. GI’20, May 21–22, 2020, Toronto, ON, Canada © 2020 Copyright held by the owner/author(s). Publication rights licensed to ACM. ISBN 978-1-4503-6708-0/20/04. . . $15.00 DOI: https://doi.org/10.1145/3313831.XXXXXXX kept pace with the increasing availability of genomic information and the new ways in which this data is being used by biological researchers. To address this gap, we gathered requirements for interactive exploration from three groups of expert genomic scientists, and developed a web-based tool with novel interaction techniques and visual representations to meet those needs. Our tool supports multi-resolution analysis, provides interactive filtering as researchers move deeper into the genome, supports revisitation to specific interface configurations, and enables loosely-coupled collaboration over the genomic data. An evaluation of the system with five researchers from three expert groups provides evidence about the success of our system’s novel techniques for supporting interactive exploration of genomic conservation.
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