Motivation: The three dimensions (3D) genome is essential to numerous key processes such as the regulation of gene expression and the replication-timing program. In vertebrates, chromatin looping is often mediated by CTCF, and marked by CTCF motif pairs in convergent orientation. Comparative high-throughput sequencing technique (Hi-C) recently revealed that chromatin looping evolves across species. However, Hi-C experiments are complex and costly, which currently limits their use for evolutionary studies over a large number of species. Results: Here, we propose a novel approach to study the 3D genome evolution in vertebrates using the genomic sequence only, e.g. without the need for Hi-C data. The approach is simple and relies on comparing the distances between convergent and divergent CTCF motifs by computing a ratio we named the 3D ratio or '3DR'. We show that 3DR is a powerful statistic to detect CTCF looping encoded in the human genome sequence, thus reflecting strong evolutionary constraints encoded in DNA and associated with the 3D genome. When comparing vertebrate genomes, our results reveal that 3DR which underlies CTCF looping and topologically associating domain organization evolves over time and suggest that ancestral character reconstruction can be used to infer 3DR in ancestral genomes.
机构:
Gladstone Inst Data Sci & Biotechnol, San Francisco, CA 94158 USAGladstone Inst Data Sci & Biotechnol, San Francisco, CA 94158 USA
Fudenberg, Geoff
Kelley, David R.
论文数: 0引用数: 0
h-index: 0
机构:
Calico Life Sci LLC, San Francisco, CA 94080 USAGladstone Inst Data Sci & Biotechnol, San Francisco, CA 94158 USA
Kelley, David R.
Pollard, Katherine S.
论文数: 0引用数: 0
h-index: 0
机构:
Gladstone Inst Data Sci & Biotechnol, San Francisco, CA 94158 USA
Univ Calif San Francisco, Dept Epidemiol & Biostat, Inst Human Genet, Quantitat Biol Inst, San Francisco, CA 94143 USA
Univ Calif San Francisco, Inst Computat Hlth Sci, San Francisco, CA 94143 USA
Chan Zuckerberg Biohub, San Francisco, CA 94143 USAGladstone Inst Data Sci & Biotechnol, San Francisco, CA 94158 USA
机构:Gladstone Institute of Data Science and Biotechnology,Department of Epidemiology and Biostatistics, Institute for Human Genetics, Quantitative Biology Institute, and Institute for Computational Health Sciences
Geoff Fudenberg
David R. Kelley
论文数: 0引用数: 0
h-index: 0
机构:Gladstone Institute of Data Science and Biotechnology,Department of Epidemiology and Biostatistics, Institute for Human Genetics, Quantitative Biology Institute, and Institute for Computational Health Sciences
David R. Kelley
Katherine S. Pollard
论文数: 0引用数: 0
h-index: 0
机构:Gladstone Institute of Data Science and Biotechnology,Department of Epidemiology and Biostatistics, Institute for Human Genetics, Quantitative Biology Institute, and Institute for Computational Health Sciences