Circular RNA Expression and Interaction Patterns Are Perturbed in Amyotrophic Lateral Sclerosis

被引:12
作者
Aquilina-Reid, Chiara [1 ]
Brennan, Samuel [1 ]
Curry-Hyde, Ashton [2 ]
Teunisse, Guus M. [1 ]
Janitz, Michael [2 ,4 ]
机构
[1] GenieUs Genom Pty Ltd, Sydney, NSW 2010, Australia
[2] Univ New South Wales, Sch Biotechnol & Biomol Sci, Sydney, NSW 2052, Australia
[3] New York Genome Ctr, 101 Ave Amer, New York, NY 10013 USA
[4] Univ Leipzig, Paul Flechsig Inst Brain Res, D-04103 Leipzig, Germany
关键词
amyotrophic lateral sclerosis; circular RNAs; microRNAs; spinal cord; transcriptome sequencing; UBIQUITIN-PROTEASOME SYSTEM; R/BIOCONDUCTOR PACKAGE; MESSENGER-RNAS; SEQUENCE; BIOCONDUCTOR; STRINGTIE; DISEASE; TARGETS; HISAT;
D O I
10.3390/ijms232314665
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Circular RNAs (circRNAs) are a type of long noncoding RNA that are highly abundant and highly conserved throughout evolution and exhibit differential expression patterns in various tissue types in multiple diseases, including amyotrophic lateral sclerosis (ALS). The most well-known function of circRNAs is their ability to act as microRNA (miRNA) sponges. This entails circRNA binding to miRNA, which would otherwise target and degrade messenger RNA, thus affecting gene expression. This study analyzed ALS patient samples from three spinal cord regions to investigate circular transcriptome perturbation and circular RNA-microRNA-mRNA interactions. Using stringent statistical parameters, we identified 92 differentially expressed circRNAs across the spinal cord tissues with the aim of identifying specific circRNAs with biomarker potential. We also found evidence for differential expression of 37 linear RNAs possibly due to miRNA sequestration by circRNAs, thus revealing their potential as novel biomarkers and therapeutic candidates for ALS.
引用
收藏
页数:12
相关论文
共 55 条
[11]   Mapping identifiers for the integration of genomic datasets with the R/Bioconductor package biomaRt [J].
Durinck, Steffen ;
Spellman, Paul T. ;
Birney, Ewan ;
Huber, Wolfgang .
NATURE PROTOCOLS, 2009, 4 (08) :1184-1191
[12]   GENCODE reference annotation for the human and mouse genomes [J].
Frankish, Adam ;
Diekhans, Mark ;
Ferreira, Anne-Maud ;
Johnson, Rory ;
Jungreis, Irwin ;
Loveland, Jane ;
Mudge, Jonathan M. ;
Sisu, Cristina ;
Wright, James ;
Armstrong, Joel ;
Barnes, If ;
Berry, Andrew ;
Bignell, Alexandra ;
Sala, Silvia Carbonell ;
Chrast, Jacqueline ;
Cunningham, Fiona ;
Di Domenico, Tomas ;
Donaldson, Sarah ;
Fiddes, Ian T. ;
Giron, Carlos Garcia ;
Gonzalez, Jose Manuel ;
Grego, Tiago ;
Hardy, Matthew ;
Hourlier, Thibaut ;
Hunt, Toby ;
Izuogu, Osagie G. ;
Lagarde, Julien ;
Martin, Fergal J. ;
Martinez, Laura ;
Mohanan, Shamika ;
Muir, Paul ;
Navarro, Fabio C. P. ;
Parker, Anne ;
Pei, Baikang ;
Pozo, Fernando ;
Ruffier, Magali ;
Schmitt, Bianca M. ;
Stapleton, Eloise ;
Suner, Marie-Marthe ;
Sycheva, Irina ;
Uszczynska-Ratajczak, Barbara ;
Xu, Jinuri ;
Yates, Andrew ;
Zerbino, Daniel ;
Zhang, Yan ;
Aken, Bronwen ;
Choudhary, Jyoti S. ;
Gerstein, Mark ;
Guigo, Roderic ;
Hubbard, Tim J. P. .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D766-D773
[13]   Most mammalian mRNAs are conserved targets of microRNAs [J].
Friedman, Robin C. ;
Farh, Kyle Kai-How ;
Burge, Christopher B. ;
Bartel, David P. .
GENOME RESEARCH, 2009, 19 (01) :92-105
[14]   Circular RNA identification based on multiple seed matching [J].
Gao, Yuan ;
Zhang, Jinyang ;
Zhao, Fangqing .
BRIEFINGS IN BIOINFORMATICS, 2018, 19 (05) :803-810
[15]   Weak seed-pairing stability and high target-site abundance decrease the proficiency of lsy-6 and other microRNAs [J].
Garcia, David M. ;
Baek, Daehyun ;
Shin, Chanseok ;
Bell, George W. ;
Grimson, Andrew ;
Bartel, David P. .
NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2011, 18 (10) :1139-U75
[16]   The Ubiquitin-Proteasome System: Potential Therapeutic Targets for Alzheimer's Disease and Spinal Cord Injury [J].
Gong, Bing ;
Radulovic, Miroslav ;
Figueiredo-Pereira, Maria E. ;
Cardozo, Christopher .
FRONTIERS IN MOLECULAR NEUROSCIENCE, 2016, 9
[17]   MicroRNA targeting specificity in mammals: Determinants beyond seed pairing [J].
Grimson, Andrew ;
Farh, Kyle Kai-How ;
Johnston, Wendy K. ;
Garrett-Engele, Philip ;
Lim, Lee P. ;
Bartel, David P. .
MOLECULAR CELL, 2007, 27 (01) :91-105
[18]   Natural RNA circles function as efficient microRNA sponges [J].
Hansen, Thomas B. ;
Jensen, Trine I. ;
Clausen, Bettina H. ;
Bramsen, Jesper B. ;
Finsen, Bente ;
Damgaard, Christian K. ;
Kjems, Jorgen .
NATURE, 2013, 495 (7441) :384-388
[19]   The changing picture of amyotrophic lateral sclerosis: lessons from European registers [J].
Hardiman, Orla ;
Al-Chalabi, Ammar ;
Brayne, Carol ;
Beghi, Ettore ;
van den Berg, Leonard H. ;
Chio, Adriano ;
Martin, Sarah ;
Logroscino, Giancarlo ;
Rooney, James .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2017, 88 (07) :557-563
[20]   variancePartition: interpreting drivers of variation in complex gene expression studies [J].
Hoffman, Gabriel E. ;
Schadt, Eric E. .
BMC BIOINFORMATICS, 2016, 17