Xylem systems genetics analysis reveals a key regulator of lignin biosynthesis in Populus deltoides

被引:24
作者
Balmant, Kelly M. [1 ]
Noble, Jerald D. [2 ]
Alves, Filipe C. [3 ]
Dervinis, Christopher [1 ]
Conde, Daniel [1 ]
Schmidt, Henry W. [1 ]
Vazquez, Ana, I [3 ]
Barbazuk, William B. [2 ,4 ,5 ]
de los Campos, Gustavo [3 ,6 ]
Resende, Marcio F. R., Jr. [2 ,7 ]
Kirst, Matias [1 ,2 ,5 ]
机构
[1] Univ Florida, Sch Forest Resources & Conservat, Gainesville, FL 32611 USA
[2] Univ Florida, Plant Mol & Cellular Biol Grad Program, Gainesville, FL 32611 USA
[3] Michigan State Univ, Dept Epidemiol & Biostat, E Lansing, MI 48824 USA
[4] Univ Florida, Dept Biol, Gainesville, FL 32611 USA
[5] Univ Florida, Genet Inst, Gainesville, FL 32611 USA
[6] Michigan State Univ, Stat Dept, E Lansing, MI 48824 USA
[7] Univ Florida, Hort Sci Dept, Gainesville, FL 32611 USA
基金
美国国家科学基金会;
关键词
CAFFEOYL-SHIKIMATE-ESTERASE; TRANSCRIPT-LEVEL VARIATION; GENOME-WIDE ASSOCIATION; CELL-WALL BIOSYNTHESIS; WOOD FORMATION; PHENYLPROPANOID METABOLISM; MOLECULAR CHARACTERIZATION; EXPRESSION; MYB; ARABIDOPSIS;
D O I
10.1101/gr.261438.120
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
Despite the growing resources and tools for high-throughput characterization and analysis of genomic information, the discovery of the genetic elements that regulate complex traits remains a challenge. Systems genetics is an emerging field that aims to understand the flow of biological information that underlies complex traits from genotype to phenotype. In this study, we used a systems genetics approach to identify and evaluate regulators of the lignin biosynthesis pathway in Populus deltoides by combining genome, transcriptome, and phenotype data from a population of 268 unrelated individuals of P. deltoides. The discovery of lignin regulators began with the quantitative genetic analysis of the xylem transcriptome and resulted in the detection of 6706 and 4628 significant local- and distant-eQTL associations, respectively. Among the locally regulated genes, we identified the R2R3-MYB transcription factor MYB125 (Potri.003G114100) as a putative trans-regulator of the majority of genes in the lignin biosynthesis pathway. The expression of MYB125 in a diverse population positively correlated with lignin content. Furthermore, overexpression of MYB125 in transgenic poplar resulted in increased lignin content, as well as altered expression of genes in the lignin biosynthesis pathway. Altogether, our findings indicate that MYB125 is involved in the control of a transcriptional coexpression network of lignin biosynthesis genes during secondary cell wall formation in P. deltoides.
引用
收藏
页码:1131 / 1143
页数:13
相关论文
共 97 条
[1]   Integration of multi-omics data for prediction of phenotypic traits using random forest [J].
Acharjee, Animesh ;
Kloosterman, Bjorn ;
Visser, Richard G. F. ;
Maliepaard, Chris .
BMC BIOINFORMATICS, 2016, 17
[2]   Biosynthesis of cellulose-enriched tension wood in Populus:: global analysis of transcripts and metabolites identifies biochemical and developmental regulators in secondary wall biosynthesis [J].
Andersson-Gunnerås, S ;
Mellerowicz, EJ ;
Love, J ;
Segerman, B ;
Ohmiya, Y ;
Coutinho, PM ;
Nilsson, P ;
Henrissat, B ;
Moritz, T ;
Sundberg, B .
PLANT JOURNAL, 2006, 45 (02) :144-165
[3]  
[Anonymous], 2020, PLANT CELL, DOI DOI 10.1105/tpc.19.00332
[4]   Systems genetics of complex traits in Drosophila melanogaster [J].
Ayroles, Julien F. ;
Carbone, Mary Anna ;
Stone, Eric A. ;
Jordan, Katherine W. ;
Lyman, Richard F. ;
Magwire, Michael M. ;
Rollmann, Stephanie M. ;
Duncan, Laura H. ;
Lawrence, Faye ;
Anholt, Robert R. H. ;
Mackay, Trudy F. C. .
NATURE GENETICS, 2009, 41 (03) :299-307
[5]   Integration of multi-omics data and deep phenotyping enables prediction of cytokine responses [J].
Bakker, Olivier B. ;
Aguirre-Gamboa, Raul ;
Sanna, Serena ;
Oosting, Marije ;
Smeekens, Sanne P. ;
Jaeger, Martin ;
Zorro, Maria ;
Vosa, Urmo ;
Withoff, Sebo ;
Netea-Maier, Romana T. ;
Koenen, Hans J. P. M. ;
Joosten, Irma ;
Xavier, Ramnik J. ;
Franke, Lude ;
Joosten, Leo A. B. ;
Kumar, Vinod ;
Wijmenga, Cisca ;
Netea, Mihai G. ;
Li, Yang .
NATURE IMMUNOLOGY, 2018, 19 (07) :776-+
[6]  
Barnes WJ, 2017, BIO-PROTOCOL, V7, DOI 10.21769/BioProtoc.2149
[7]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[8]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[9]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[10]   Involvement of Pinus taeda MYB1 and MYB8 in phenylpropanoid metabolism and secondary cell wall biogenesis: a comparative in planta analysis [J].
Bomal, Claude ;
Bedon, Frank ;
Caron, Sebastien ;
Mansfield, Shawn D. ;
Levasseur, Caroline ;
Cooke, Janice E. K. ;
Blais, Sylvie ;
Tremblay, Laurence ;
Morency, Marie-Josee ;
Pavy, Nathalie ;
Grima-Pettenati, Jacqueline ;
Seguin, Armand ;
MacKay, John .
JOURNAL OF EXPERIMENTAL BOTANY, 2008, 59 (14) :3925-3939