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Expanded Expression Landscape and Prioritization of Circular RNAs in Mammals

Peifeng Ji, Wanying Wu, Shuai Chen, Yi Zheng, Lin Zhou, Jinyang Zhang, Hao Cheng, Jin Yan, Shaogeng Zhang, Penghui Yang, Fangqing Zhao

Journal:Cell Reports

IF:7.82

DOI:10.1016/j.celrep.2019.02.078

PMID:30893614

Published:2019-03-19

research field:肿瘤学癌症代谢氧化还原生物学线粒体生物学白血病研究纳米医学

Abstract

Summary Circular RNAs (circRNAs) are emerging as essential regulators of various biological and disease processes. To comprehensively understand the diversity of circRNAs and prioritize their importance, we present a large-scale study of circRNA repertoires from multiple tissues from human, macaque, and mouse. We discovered totals of 104,388, 96,675, and 82,321 circRNAs from the three species, respectively, with an average of 72.6% being successfully assembled into full-length transcripts for each species. Using these full-length circRNAs, we identified thousands of evolutionarily conserved circRNAs that were valuable for functional screening and prioritization. By constructing both species-specific and conserved gene co-expression networks, we inferred circRNA functions on a global scale and prioritized promising functional candidates. To illustrate how well-established prior knowledge facilitates to screen functional candidates, we used the circRNA co-expression networks to prioritize circRNAs that may be involved in liver tumorigenesis and experimentally validated their functions.

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