Construction of a highly saturated genetic map and identification of quantitative trait loci for leaf traits in jujube

Chinese jujube (Ziziphus jujuba Mill.), a member of the genus Ziziphus, which comes under the family Rhamnaceae, is the most important species in terms of its economic, ecological, and social benefits. To dissect the loci associated with important phenotypical traits and analyze their genetic and genomic information in jujube, a whole-genome resequencing (WGR) based highly saturated genetic map was constructed using an F1 hybrid population of 140 progeny individuals derived from the cross of ‘JMS2’ × ‘Jiaocheng 5’. The average sequencing depth of the parents was 14.09× and that of the progeny was 2.62×, and the average comparison efficiency between the sample and the reference genome was 97.09%. Three sets of genetic maps were constructed for a female parent, a male parent, and integrated. A total of 8,684 markers, including 8,158 SNP and 526 InDel markers, were evenly distributed across all 12 linkage groups (LGs) in the integrated map, spanning 1,713.22 cM with an average marker interval of 0.2 cM. In terms of marker number and density, this is the most saturated genetic map of jujube to date, nearly doubling that of the best ones previously reported. Based on this genetic map and phenotype data from 2019 to 2021, 31 leaf trait QTLs were identified in the linkage groups (LG1, 15; LG3, 1; LG5, 8; LG7, 4; LG8, 1, and LG11, 2), including 17 major QTLs. There were 4, 8, 14, and 5 QTLs that contributed to leaf length, leaf width, leaf shape index, and leaf area, respectively. Six QTLs clusters were detected on LG1 (8.05 cM–9.52 cM; 13.12 cM–13.99 cM; 123.84 cM–126.09 cM), LG5 (50.58 cM–50.86 cM; 80.10 cM–81.76 cM) and LG11 (35.98 cM–48.62 cM). Eight candidate genes were identified within the QTLs cluster regions. Annotation information showed that 4 genes (LOC107418196, LOC107418241, LOC107417968, and LOC112492570) in these QTLs are related to cell division and cell wall integrity. This research will provide a valuable tool for further QTL analysis, candidate gene identification, map-based gene cloning, comparative mapping, and marker-assisted selection (MAS) in jujube.

[1]  Wei-sheng Liu,et al.  Construction of a High-Density Genetic Map and Identification of Quantitative Trait Loci Linked to Fruit Quality Traits in Apricots Using Specific-Locus Amplified Fragment Sequencing , 2022, Frontiers in Plant Science.

[2]  Lei Zhang,et al.  Leaf Size Development Differences and Comparative Transcriptome Analyses of Two Poplar Genotypes , 2021, Genes.

[3]  Zheping Yu,et al.  Construction of a High-Density Genetic Map and Identification of Leaf Trait-Related QTLs in Chinese Bayberry (Myrica rubra) , 2021, Frontiers in Plant Science.

[4]  Kui Li,et al.  AtWAKL10, a Cell Wall Associated Receptor-Like Kinase, Negatively Regulates Leaf Senescence in Arabidopsis thaliana , 2021, International journal of molecular sciences.

[5]  Shaoli Zhou,et al.  The F-box protein MIO1/SLB1 regulates organ size and leaf movement in Medicago truncatula , 2021, Journal of experimental botany.

[6]  X. Gou,et al.  Receptor-Like Protein Kinases Function Upstream of MAPKs in Regulating Plant Development , 2020, International journal of molecular sciences.

[7]  S. Yao,et al.  The historical and current research progress on jujube–a superfruit for the future , 2020, Horticulture Research.

[8]  Mingming Xin,et al.  Dissection and validation of a QTL cluster linked to Rht-B1 locus controlling grain weight in common wheat (Triticum aestivum L.) using near-isogenic lines , 2020, Theoretical and Applied Genetics.

[9]  S. Roy Choudhury,et al.  Arabidopsis Transmembrane Receptor-Like Kinases (RLKs): A Bridge between Extracellular Signal and Intracellular Regulatory Machinery , 2020, International journal of molecular sciences.

[10]  Zhonghai Ren,et al.  QTL Mapping for Cucumber Fruit Size and Shape with Populations from Long and Round Fruited Inbred Lines , 2020 .

[11]  Jamin A. Smitchger,et al.  Dissecting the Genetic Architecture of Aphanomyces Root Rot Resistance in Lentil by QTL Mapping and Genome-Wide Association Study , 2020, International journal of molecular sciences.

[12]  Xingang Li,et al.  High-Density Genetic Map Construction and QTL Mapping of Leaf and Needling Traits in Ziziphus jujuba Mill , 2019, Front. Plant Sci..

[13]  Xingang Li,et al.  Genetic variation in leaf characters of F1 hybrids of Chinese Jujube , 2019, Scientia Horticulturae.

[14]  Zhendong Liu,et al.  Construction of a highly saturated Genetic Map for Vitis by Next-generation Restriction Site-associated DNA Sequencing , 2018, BMC Plant Biology.

[15]  A. Aslam,et al.  Construction of A High-Density Genetic Map and Mapping of Fruit Traits in Watermelon (Citrullus Lanatus L.) Based on Whole-Genome Resequencing , 2018, International journal of molecular sciences.

[16]  J. Reif,et al.  Identification of QTL hot spots for malting quality in two elite breeding lines with distinct tolerance to abiotic stress , 2018, BMC Plant Biology.

[17]  Xue-zheng Wang,et al.  Construction of a genetic map for Citrullus lanatus based on CAPS markers and mapping of three qualitative traits , 2018 .

[18]  J. Chai,et al.  Functional and Structural Characterization of a Receptor-Like Kinase Involved in Germination and Cell Expansion in Arabidopsis , 2017, Front. Plant Sci..

[19]  Ruiqiang Li,et al.  The Jujube Genome Provides Insights into Genome Evolution and the Domestication of Sweetness/Acidity Taste in Fruit Trees , 2016, PLoS genetics.

[20]  Shuxun Yu,et al.  High-density linkage map construction and QTL analysis for earliness-related traits in Gossypium hirsutum L , 2016, BMC Genomics.

[21]  Xingang Li,et al.  Construction of a high-density genetic map of Ziziphus jujuba Mill. using genotyping by sequencing technology , 2016, Tree Genetics & Genomes.

[22]  Zhenhai Han,et al.  A dense SNP genetic map constructed using restriction site-associated DNA sequencing enables detection of QTLs controlling apple fruit quality , 2015, BMC Genomics.

[23]  Hongkun Zheng,et al.  Construction of a dense genetic linkage map and mapping quantitative trait loci for economic traits of a doubled haploid population of Pyropia haitanensis (Bangiales, Rhodophyta) , 2015, BMC Plant Biology.

[24]  Zhi-Guo Liu,et al.  The complex jujube genome provides insights into fruit tree biology , 2014, Nature Communications.

[25]  Y. Ming,et al.  Rapid SNP Discovery and a RAD-Based High-Density Linkage Map in Jujube (Ziziphus Mill.) , 2014, PloS one.

[26]  M. Li,et al.  High-density genetic linkage map construction and identification of fruit-related QTLs in pear using SNP and SSR markers , 2014, Journal of experimental botany.

[27]  Riccardo Velasco,et al.  Fast and Cost-Effective Genetic Mapping in Apple Using Next-Generation Sequencing , 2014, G3: Genes, Genomes, Genetics.

[28]  M. Clark,et al.  A consensus ‘Honeycrisp’ apple (Malus × domestica) genetic linkage map from three full-sib progeny populations , 2014, Tree Genetics & Genomes.

[29]  S. Malkaram,et al.  Use of VeraCode 384-plex assays for watermelon diversity analysis and integrated genetic map of watermelon with single nucleotide polymorphisms and simple sequence repeats , 2014, Molecular Breeding.

[30]  Youfu Zhao,et al.  Identification of genetic loci associated with fire blight resistance in Malus through combined use of QTL and association mapping. , 2013, Physiologia plantarum.

[31]  S. Korban,et al.  An AFLP, SRAP, and SSR Genetic Linkage Map and Identification of QTLs for Fruit Traits in Pear (Pyrus L.) , 2013, Plant Molecular Biology Reporter.

[32]  Junping Chen,et al.  A high throughput DNA extraction method with high yield and quality , 2012, Plant Methods.

[33]  Dirk Inzé,et al.  Leaf size control: complex coordination of cell division and expansion. , 2012, Trends in plant science.

[34]  Pjotr Prins,et al.  R/qtl: high-throughput multiple QTL mapping , 2010, Bioinform..

[35]  M. DePristo,et al.  The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. , 2010, Genome research.

[36]  Richard Durbin,et al.  Sequence analysis Fast and accurate short read alignment with Burrows – Wheeler transform , 2009 .

[37]  C. Cobbett,et al.  Cell Wall Modifications in Arabidopsis Plants with Altered α-l-Arabinofuranosidase Activity[C][W] , 2008, Plant Physiology.

[38]  P. Lerouge,et al.  Purification and Characterization of Enzymes Exhibiting β-d-Xylosidase Activities in Stem Tissues of Arabidopsis1 , 2004, Plant Physiology.

[39]  Hao Wu,et al.  R/qtl: QTL Mapping in Experimental Crosses , 2003, Bioinform..

[40]  M. Ashraf,et al.  Construction of a Genetic Linkage Map and QTL Analysis of Fruit-related Traits in an F1 Red Fuji x Hongrou Apple Hybrid , 2016 .

[41]  D. D. Kosambi The estimation of map distances from recombination values. , 1943 .