A novel measure of non-coding genome conservation identifies genomic regulatory blocks within primates
TypeJournal article; Peer reviewed
MetadataShow full item record
Motivation Clusters of extremely conserved non-coding elements (CNEs) mark genomic regions devoted to cis-regulation of key developmental genes in Metazoa. We have recently shown that their span coincides with that of topologically associating domains (TADs), making them useful for estimating conserved TAD boundaries in the absence of Hi-C data. The standard approach—detecting CNEs in genome alignments and then establishing the boundaries of their clusters—requires tuning of several parameters and breaks down when comparing closely related genomes. Results We present a novel, kurtosis-based measure of pairwise non-coding conservation that requires no pre-set thresholds for conservation level and length of CNEs. We show that it performs robustly across a large span of evolutionary distances, including across the closely related genomes of primates for which standard approaches fail. The method is straightforward to implement and enables detection and comparison of clusters of CNEs and estimation of underlying TADs across a vastly increased range of Metazoan genomes. Availability and implementation The data generated for this study, and the scripts used to generate the data, can be found at https://github.com/alexander-nash/kurtosis_conservation. Supplementary information Supplementary data are available at Bioinformatics online.
CitationNash AJ, Lenhard B. A novel measure of non-coding genome conservation identifies genomic regulatory blocks within primates. Bioinformatics. 2019;35(14):2354-2361
PublisherOxford University Press
Copyright 2018 The Author(s)