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LASCA:循环与显著接触注释流程

LASCA: loop and significant contact annotation pipeline.

作者信息

Luzhin Artem V, Golov Arkadiy K, Gavrilov Alexey A, Velichko Artem K, Ulianov Sergey V, Razin Sergey V, Kantidze Omar L

机构信息

Institute of Gene Biology Russian Academy of Science, Moscow, Russia.

Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Gene Biology Russian Academy of Sciences, Moscow, Russia.

出版信息

Sci Rep. 2021 Mar 18;11(1):6361. doi: 10.1038/s41598-021-85970-4.

Abstract

Chromatin loops represent one of the major levels of hierarchical folding of the genome. Although the situation is evolving, current methods have various difficulties with the accurate mapping of loops even in mammalian Hi-C data, and most of them fail to identify chromatin loops in animal species with substantially different genome architecture. This paper presents the loop and significant contact annotation (LASCA) pipeline, which uses Weibull distribution-based modeling to effectively identify loops and enhancer-promoter interactions in Hi-C data from evolutionarily distant species: from yeast and worms to mammals. Available at: https://github.com/ArtemLuzhin/LASCA_pipeline .

摘要

染色质环代表了基因组分层折叠的主要层次之一。尽管情况在不断发展,但目前的方法在精确绘制环方面存在各种困难,即使在哺乳动物的Hi-C数据中也是如此,而且它们中的大多数无法在基因组结构有很大差异的动物物种中识别染色质环。本文介绍了环和显著接触注释(LASCA)流程,该流程使用基于威布尔分布的建模方法,有效地识别来自进化距离较远物种(从酵母、蠕虫到哺乳动物)的Hi-C数据中的环和增强子-启动子相互作用。可在以下网址获取:https://github.com/ArtemLuzhin/LASCA_pipeline

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a86f/7973524/f2df9f501cc3/41598_2021_85970_Fig1_HTML.jpg

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