The Genetic Regulation of Alternative Splicing inPopulus deltoides

被引:4
作者
Noble, Jerald D. [1 ]
Balmant, Kelly M. [2 ]
Dervinis, Christopher [2 ]
de los Campos, Gustavo [3 ,4 ]
Resende, Marcio F. R., Jr. [1 ,5 ]
Kirst, Matias [1 ,2 ,6 ]
Barbazuk, William Brad [1 ,6 ,7 ,8 ]
机构
[1] Univ Florida, Plant Mol & Cellular Biol Grad Program, Gainesville, FL 32611 USA
[2] Univ Florida, Sch Forest Resources & Conservat, Gainesville, FL 32611 USA
[3] Michigan State Univ, Dept Epidemiol & Biostat, E Lansing, MI 48824 USA
[4] Michigan State Univ, Dept Stat & Probabil, E Lansing, MI 48824 USA
[5] Univ Florida, Dept Hort Sci, Gainesville, FL USA
[6] Univ Florida, Genet Inst, Gainesville, FL 32611 USA
[7] Univ Florida, Dept Biol, Gainesville, FL 32611 USA
[8] Univ Florida, Interdisciplinary Ctr Biotechnol Res, Gainesville, FL 32611 USA
基金
美国国家科学基金会;
关键词
alternative splicing; population; isoform; poplar; splicing QTL; transcriptome; protein domain; GENOME-WIDE ANALYSIS; MESSENGER-RNA DECAY; TRANSCRIPTOME; LANDSCAPE; COMPLEXITY; STRESS;
D O I
10.3389/fpls.2020.00590
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Alternative splicing (AS) is a mechanism of regulation of the proteome via enabling the production of multiple mRNAs from a single gene. To date, the dynamics of AS and its effects on the protein sequences of individuals in a large and genetically unrelated population of trees have not been investigated. Here we describe the diversity of AS events within a previously genotyped population of 268 individuals ofPopulus deltoidesand their putative downstream functional effects. Using a robust bioinformatics pipeline, the AS events and resulting transcript isoforms were discovered and quantified for each individual in the population. Analysis of the AS revealed that, as expected, most AS isoforms are conserved. However, we also identified a substantial collection of new, unannotated splice junctions and transcript isoforms. Heritability estimates for the expression of transcript isoforms showed that approximately half of the isoforms are heritable. The genetic regulators of these AS isoforms and splice junction usage were then identified using a genome-wide association analysis. The expression of AS isoforms was predominatelycisregulated while splice junction usage was generally regulated intrans. Additionally, we identified 696 genes encoding alternatively spliced isoforms that changed putative protein domains relative to the longest protein coding isoform of the gene, and 859 genes exhibiting this same phenomenon relative to the most highly expressed isoform. Finally, we found that 748 genes gained or lost micro-RNA binding sites relative to the longest protein coding isoform of a given gene, while 940 gained or lost micro-RNA binding sites relative to the most highly expressed isoform. These results indicate that a significant fraction of AS events are genetically regulated and that this isoform usage can result in protein domain architecture changes.
引用
收藏
页数:14
相关论文
共 47 条
[31]   eQTL Regulating Transcript Levels Associated with Diverse Biological Processes in Tomato [J].
Ranjan, Aashish ;
Budke, Jessica M. ;
Rowland, Steven D. ;
Chitwood, Daniel H. ;
Kumar, Ravi ;
Carriedo, Leonela ;
Ichihashi, Yasunori ;
Zumstein, Kristina ;
Maloof, Julin N. ;
Sinha, Neelima R. .
PLANT PHYSIOLOGY, 2016, 172 (01) :328-340
[32]   Complexity of the Alternative Splicing Landscape in Plants [J].
Reddy, Anireddy S. N. ;
Marquez, Yamile ;
Kalyna, Maria ;
Barta, Andrea .
PLANT CELL, 2013, 25 (10) :3657-3683
[33]   Improving RNA-Seq expression estimates by correcting for fragment bias [J].
Roberts, Adam ;
Trapnell, Cole ;
Donaghey, Julie ;
Rinn, John L. ;
Pachter, Lior .
GENOME BIOLOGY, 2011, 12 (03)
[34]   Coupling of RNA Polymerase II Transcription Elongation with Pre-mRNA Splicing [J].
Saldi, Tassa ;
Cortazar, Michael A. ;
Sheridan, Ryan M. ;
Bentley, David L. .
JOURNAL OF MOLECULAR BIOLOGY, 2016, 428 (12) :2623-2635
[35]   New gene models and alternative splicing in the maize pathogen Colletotrichum graminicola revealed by RNA-Seq analysis [J].
Schliebner, Ivo ;
Becher, Rayko ;
Hempel, Marcus ;
Deising, Holger B. ;
Horbach, Ralf .
BMC GENOMICS, 2014, 15
[36]   Nonsense-mediated mRNA decay - Mechanisms of substrate mRNA recognition and degradation in mammalian cells [J].
Schweingruber, Christoph ;
Rufener, Simone C. ;
Zuend, David ;
Yamashita, Akio ;
Muehlemann, Oliver .
BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS, 2013, 1829 (6-7) :612-623
[37]   Matrix eQTL: ultra fast eQTL analysis via large matrix operations [J].
Shabalin, Andrey A. .
BIOINFORMATICS, 2012, 28 (10) :1353-1358
[38]   The Populus Genome Integrative Explorer (PopGenIE): a new resource for exploring the Populus genome [J].
Sjodin, Andreas ;
Street, Nathaniel Robert ;
Sandberg, Goran ;
Gustafsson, Petter ;
Jansson, Stefan .
NEW PHYTOLOGIST, 2009, 182 (04) :1013-1025
[39]   Alternative Splicing at the Intersection of Biological Timing, Development, and Stress Responses [J].
Staiger, Dorothee ;
Brown, John W. S. .
PLANT CELL, 2013, 25 (10) :3640-3656
[40]   Function of alternative splicing [J].
Stamm, S ;
Ben-Ari, S ;
Rafalska, I ;
Tang, YS ;
Zhang, ZY ;
Toiber, D ;
Thanaraj, TA ;
Soreq, H .
GENE, 2005, 344 :1-20