Expression QTL (eQTLs) Analyses Reveal Candidate Genes Associated With Fruit Flesh Softening Rate in Peach [Prunus persica (L.) Batsch]

被引:25
作者
Carrasco-Valenzuela, Tomas [1 ]
Munoz-Espinoza, Claudia [1 ]
Riveros, Anibal [1 ]
Pedreschi, Romina [2 ]
Arus, Pere [3 ]
Campos-Vargas, Reinaldo [1 ]
Meneses, Claudio [1 ,4 ]
机构
[1] Univ Andres Bello, Fac Ciencias Vida, Ctr Biotecnol Vegetal, Santiago, Chile
[2] Pontificia Univ Catolica Valparaiso, Escuala Agron, Quillota, Chile
[3] Ctr Recerca Agrigenom CSIC IRTA UAB UB, Barcelona, Spain
[4] FONDAP Ctr Genome Regulat, Santiago, Chile
关键词
expression quantitative trait loci; Prunus persica; softening rate; flesh firmness; RNA-seq; MARKER-ASSISTED SELECTION; CELL-WALL METABOLISM; MELTING-FLESH; ENDO-PG; ETHYLENE; AUXIN; QUALITY; ENDOPOLYGALACTURONASE; TEXTURE; TRAITS;
D O I
10.3389/fpls.2019.01581
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Significant differences in softening rate have been reported between melting flesh in peach and nectarine varieties. This trait seems to be controlled by several genes. We aimed to identify candidate genes involved in fruit softening rate by integrating quantitative trait loci (QTL) and expression QTL (eQTL) analyses, comparing siblings with contrasting softening rates. We used a segregating population derived from nectarine cv. 'Venus' selfing, which was phenotyped for softening rate during three seasons. Six siblings with high (HSR) and six with low softening rate (LSR) were sequenced using RNA-Seq. A group of 5,041 differentially expressed genes was identified. Also, we found a QTL with a LOD (logarithm of odds) score of 9.7 on LG4 in all analyzed seasons. Furthermore, we detected 1,062 eQTLs, of which 133 were found co-localizing with the identified QTL. Gene Ontology (GO) analysis showed 'Response to auxin' as one the main over-represented categories. Our findings suggest over-expression of auxin biosynthetic related genes in the HSR group, which implies a higher expression and/or accumulation of auxin, thereby triggering fast softening. Conversely, the LSR phenotype might be explained by an altered auxin-homeostasis associated with low auxin levels. This work will contribute to unraveling the genetic mechanisms responsible for the softening rate in peaches and nectarines and lead to the development of molecular markers.
引用
收藏
页数:16
相关论文
共 105 条
[1]   Peach:: The model genome for Rosaceae [J].
Abbott, A ;
Georgi, L ;
Yvergniaux, D ;
Inigo, M ;
Sosinski, B ;
Wang, Y ;
Blenda, A ;
Reighard, G .
PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON TROPICAL AND SUBTROPICAL FRUITS, VOLS 1 AND 2, 2002, (575) :145-155
[2]   Synthetic auxin 3,5,6-TPA promotes fruit development and climacteric in Prunus persica L. Batsch [J].
Agusti, M ;
Almela, V ;
Andreu, I ;
Juan, M ;
Zacarias, L .
JOURNAL OF HORTICULTURAL SCIENCE & BIOTECHNOLOGY, 1999, 74 (05) :556-560
[3]   Quantitative Trait Loci (QTL) and Mendelian Trait Loci (MTL) Analysis in Prunus: a Breeding Perspective and Beyond [J].
Alfonso Salazar, Juan ;
Ruiz, David ;
Campoy, Jose Antonio ;
Sanchez-Perez, Raquel ;
Crisosto, Carlos H. ;
Martinez-Garcia, Pedro J. ;
Blenda, Anna ;
Jung, Sook ;
Main, Dorrie ;
Martinez-Gomez, Pedro ;
Rubio, Manuel .
PLANT MOLECULAR BIOLOGY REPORTER, 2014, 32 (01) :1-18
[4]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[5]   Prunus genetics and applications after de novo genome sequencing: achievements and prospects [J].
Aranzana, Maria Jose ;
Decroocq, Veronique ;
Dirlewanger, Elisabeth ;
Eduardo, Iban ;
Gao, Zhong Shan ;
Gasic, Ksenija ;
Iezzoni, Amy ;
Jung, Sook ;
Peace, Cameron ;
Prieto, Humberto ;
Tao, Ryutaro ;
Verde, Ignazio ;
Abbott, Albert G. ;
Arus, Pere .
HORTICULTURE RESEARCH, 2019, 6
[6]   R/qtl: high-throughput multiple QTL mapping [J].
Arends, Danny ;
Prins, Pjotr ;
Jansen, Ritsert C. ;
Broman, Karl W. .
BIOINFORMATICS, 2010, 26 (23) :2990-2992
[7]   The peach genome [J].
Arus, Pere ;
Verde, Ignazio ;
Sosinski, Bryon ;
Zhebentyayeva, Tatyana ;
Abbott, Albert G. .
TREE GENETICS & GENOMES, 2012, 8 (03) :531-547
[8]   Expression of multiple forms of polygalacturonase gene during ripening in banana fruit [J].
Asif, MH ;
Nath, P .
PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2005, 43 (02) :177-184
[9]  
BRECHT JK, 1982, HORTSCIENCE, V17, P490
[10]   R/qtl: QTL mapping in experimental crosses [J].
Broman, KW ;
Wu, H ;
Sen, S ;
Churchill, GA .
BIOINFORMATICS, 2003, 19 (07) :889-890