scholarly journals Construction of a high-density SNP-based genetic map and identification of fruit-related QTLs and candidate genes in peach [Prunus persica (L.) Batsch]

2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Pei Shi ◽  
Ze Xu ◽  
Shaoyu Zhang ◽  
Xianju Wang ◽  
Xiaofei Ma ◽  
...  
Keyword(s):  
Candidate Genes ◽  
Genetic Map ◽  
Fruit Quality ◽  
Prunus Persica ◽  
Expression Profiles ◽  
Genetic Research ◽  
High Density ◽  
Genetic Maps ◽  
Eating Quality ◽  
Soluble Solid Content

Abstract Background High-density genetic mapping is a valuable tool for mapping loci that control specific traits for perennial fruit trees. Peach is an economically important fruit tree and a model Rosaceae species for genomic and genetic research. In peach, even though many molecular markers, genetic maps and QTL mappings have been reported, further research on the improvement of marker numbers, map densities, QTL accuracy and candidate gene identification is still warranted. Results A high-density single nucleotide polymorphism (SNP)-based peach linkage map was constructed using specific locus amplified fragment sequencing (SLAF-seq). This genetic map consisted of 7998 SLAF markers, spanning 1098.79 cM with an average distance of 0.17 cM between adjacent markers. A total of 40 QTLs and 885 annotated candidate genes were detected for 10 fruit-related traits, including fruit weight (FW), fruit diameter (FD), percentage of red skin colour (PSC), eating quality (EQ), fruit flavour (FV), red in flesh (RF), red around pit (RP), adherence to pit (AP), fruit development period (FDP) and fruit fibre content (FFC). Eighteen QTLs for soluble solid content (SSC) were identified along LGs 1, 4, 5, and 6 in 2015 and 2016, and 540 genes were annotated in QTL intervals. Thirty-two QTLs for fruit acidity content (FA) were detected on LG1, and 2, 4, 5, 6, and 1232 candidate genes were identified. The expression profiles of 2 candidate genes for SSC and 4 for FA were analysed in parents and their offspring. Conclusions We constructed a high-density genetic map in peach based on SLAF-seq, which may contribute to the identification of important agronomic trait loci. Ninety QTLs for 12 fruit-related traits were identified, most of which overlapped with previous reports, and some new QTLs were obtained. A large number of candidate genes for fruit-related traits were screened and identified. These results may improve our understanding of the genetic control of fruit quality traits and provide useful information in marker-assisted selection for fruit quality in peach breeding programmes.

scholarly journals Genome-wide comparative analysis of the BAHD superfamily in seven Rosaceae species and expression analysis in pear (Pyrus☓ bretschneideri)

2019 ◽  
Author(s):  
Chunxin Liu ◽  
Xin Qiao ◽  
Qionghou Li ◽  
Weiwei Zeng ◽  
Shuwei Wei ◽  
...  
Keyword(s):  
Comparative Analysis ◽  
Candidate Genes ◽  
Fruit Quality ◽  
Prunus Persica ◽  
Prunus Avium ◽  
Developmental Stages ◽  
Purifying Selection ◽  
Pear Fruit ◽  
Rosaceae Species ◽  
Expression Characteristics

Abstract Background: The BAHD acyltransferase superfamily exhibits various biological roles in plants, including regulating fruit quality, catalytic synthesizing of terpene, phenolics and esters, and improving stress resistance. However, the copy numbers, expression characteristics and associations with fruit aroma formation of the BAHD genes remain unclear. Results: In total, 717 BAHD genes were obtained from the genomes of seven Rosaceae , ( Pyrus bretschneideri , Malus domestica , Prunus avium , Prunus persica , Fragaria vesca , Pyrus communis and Rubus occidentalis ). Based on the detailed phylogenetic analysis and classifications in model plants, we divided the BAHD family genes into seven groups, I-a, I-b, II-a, II-b, III-a, IV and V. An inter-species synteny analysis revealed the ancient origin of BAHD superfamily with 78 syntenic gene pairs were detected among the seven Rosaceae species. Different types of gene duplication events jointly drive the expansion of BAHD superfamily, and purifying selection dominates the evolution of BAHD genes supported by the small Ka/Ks ratios . Based on the correlation analysis between the ester content and expression levels of BAHD genes at different developmental stages, four candidate genes were selected for verification as assessed by qRT-PCR. The result implied that Pbr020016.1 , Pbr019034.1 , Pbr014028.1 and Pbr029551.1 are important candidate genes involved in aroma formation during pear fruit development. Conclusion: We have thoroughly identified the BAHD superfamily genes and performed a comprehensive comparative analysis of their phylogenetic relationships, expansion patterns, and expression characteristics in seven Rosaceae species, and we also obtained four candidate genes involved in aroma synthesis in pear fruit . These results provide a theoretical basis for future studies of the specific biological functions of BAHD superfamily members and the improvement of pear fruit quality. Keywords : BAHD, pear, evolution, Rosaceae, transcriptome, volatile esters

scholarly journals Identification of QTLs for Stripe Rust Resistance in a Recombinant Inbred Line Population

2019 ◽  
Vol 20 (14) ◽  
pp. 3410 ◽  
Author(s):  
Manyu Yang ◽  
Guangrong Li ◽  
Hongshen Wan ◽  
Liping Li ◽  
Jun Li ◽  
...  
Keyword(s):  
Genetic Map ◽  
Stripe Rust ◽  
Resistance Genes ◽  
Phenotypic Variation ◽  
Recombinant Inbred ◽  
Rust Resistance ◽  
High Density ◽  
Genetic Maps ◽  
Stripe Rust Resistance ◽  
Resistance Locus

Stripe rust, caused by Puccinia striiformis f. sp. tritici (Pst), is one of the most devastating fungal diseases of wheat worldwide. It is essential to discover more sources of stripe rust resistance genes for wheat breeding programs. Specific locus amplified fragment sequencing (SLAF-seq) is a powerful tool for the construction of high-density genetic maps. In this study, a set of 200 recombinant inbred lines (RILs) derived from a cross between wheat cultivars Chuanmai 42 (CH42) and Chuanmai 55 (CH55) was used to construct a high-density genetic map and to identify quantitative trait loci (QTLs) for stripe rust resistance using SLAF-seq technology. A genetic map of 2828.51 cM, including 21 linkage groups, contained 6732 single nucleotide polymorphism markers (SNP). Resistance QTLs were identified on chromosomes 1B, 2A, and 7B; Qyr.saas-7B was derived from CH42, whereas Qyr.saas-1B and Qyr.saas-2A were from CH55. The physical location of Qyr.saas-1B, which explained 6.24–34.22% of the phenotypic variation, overlapped with the resistance gene Yr29. Qyr.saas-7B accounted for up to 20.64% of the phenotypic variation. Qyr.saas-2A, a minor QTL, was found to be a likely new stripe rust resistance locus. A significant additive effect was observed when all three QTLs were combined. The combined resistance genes could be of value in breeding wheat for stripe rust resistance.

scholarly journals Construction of a high-resolution genetic map and identification of quantitative trait loci for salt tolerance in jute (Corchous spp.)

2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Zemao Yang ◽  
Youxin Yang ◽  
Zhigang Dai ◽  
Dongwei Xie ◽  
Qing Tang ◽  
...  
Keyword(s):  
Salt Stress ◽  
Salt Tolerance ◽  
Qtl Mapping ◽  
Genetic Map ◽  
Quantitative Trait ◽  
High Density ◽  
Genetic Maps ◽  
Interval Length ◽  
Phenotypic Variance ◽  
Qtls Mapping

Abstract Background Jute (Corchorus spp.) is the most important natural fiber crop after cotton in terms of cultivation area and production. Salt stress greatly restricts plant development and growth. A high-density genetic linkage map is the basis of quantitative trait locus (QTLs) mapping. Several high-density genetic maps and QTLs mapping related to salt tolerance have been developed through next-generation sequencing in many crop species. However, such studies are rare for jute. Only several low-density genetic maps have been constructed and no salt tolerance-related QTL has been mapped in jute to date. Results We developed a high-density genetic map with 4839 single nucleotide polymorphism markers spanning 1375.41 cM and an average distance of 0.28 cM between adjacent markers on seven linkage groups (LGs) using an F2 jute population, LGs ranged from LG2 with 299 markers spanning 113.66 cM to LG7 with 1542 markers spanning 350.18 cM. In addition, 99.57% of gaps between adjacent markers were less than 5 cM. Three obvious and 13 minor QTLs involved in salt tolerance were identified on four LGs explaining 0.58–19.61% of the phenotypic variance. The interval length of QTL mapping varied from 1.3 to 20.2 cM. The major QTL, qJST-1, was detected under two salt stress conditions that explained 11.81 and 19.61% of the phenotypic variation, respectively, and peaked at 19.3 cM on LG4. Conclusions We developed the first high-density and the most complete genetic map of jute to date using a genotyping-by-sequencing approach. The first QTL mapping related to salt tolerance was also carried out in jute. These results should provide useful resources for marker-assisted selection and transgenic breeding for salt tolerance at the germination stage in jute.

Fine-mapping QTLs and the validation of candidate genes for Aluminum tolerance using a high-density genetic map

2019 ◽  
Vol 444 (1-2) ◽  
pp. 119-137 ◽  
Author(s):  
Zhandong Cai ◽  
Yanbo Cheng ◽  
Peiqi Xian ◽  
Rongbin Lin ◽  
Qiuju Xia ◽  
...  
Keyword(s):  
Candidate Genes ◽  
Genetic Map ◽  
Fine Mapping ◽  
Aluminum Tolerance ◽  
High Density

scholarly journals A high-density SNP-based genetic map and several economic traits-related loci in Pelteobagrus vachelli

BMC Genomics ◽  
2020 ◽  
Vol 21 (1) ◽  
Author(s):  
Guosong Zhang ◽  
Jie Li ◽  
Jiajia Zhang ◽  
Xia Liang ◽  
Tao Wang ◽  
...  
Keyword(s):  
Sex Determination ◽  
Linkage Map ◽  
Candidate Genes ◽  
Genetic Map ◽  
Genetic Linkage ◽  
Genetic Linkage Map ◽  
High Density ◽  
Hypoxia Tolerance ◽  
Genome Wide ◽  
Pelteobagrus Vachelli

Abstract Background A high-density genetic linkage map is essential for QTL fine mapping, comparative genome analysis, identification of candidate genes and marker-assisted selection in aquaculture species. Pelteobagrus vachelli is a very popular commercial species in Asia. However, some specific characters hindered achievement of the traditional selective breeding based on phenotypes, such as lack of large-scale genomic resource and short of markers tightly associated with growth, sex determination and hypoxia tolerance related traits. Results By making use of 5059 ddRAD markers in P. vachelli, a high-resolution genetic linkage map was successfully constructed. The map’ length was 4047.01 cM by using an interval of 0.11 cm, which is an average marker standard. Comparative genome mapping revealed that a high proportion (83.2%) of markers with a one-to-one correspondence were observed between P. vachelli and P. fulvidraco. Based on the genetic map, 8 significant genome-wide QTLs for 4 weight, 1 body proportion, 2 sex determination, and 1 hypoxia tolerance related traits were detected on 4 LGs. Some SNPs from these significant genome-wide QTLs were observably associated with these phenotypic traits in other individuals by Kompetitive Allele Specific PCR. In addition, two candidate genes for weight, Sipa1 and HSD11B2, were differentially expressed between fast-, medium- and slow-growing P. vachelli. Sema7a, associated with hypoxia tolerance, was induced after hypoxia exposure and reoxygenation. Conclusions We mapped a set of suggestive and significant QTLs as well as candidate genes for 12 growth, 1 sex determination and 1 hypoxia tolerance related traits based on a high-density genetic linkage map by making use of SNP markers for P. fulvidraco. Our results have offered a valuable method about the much more efficient production of all-male, fast growth and hypoxia tolerance P. vachelli for the aquaculture industry.

scholarly journals Preliminary Genetic Map of a New Recombinant Inbred Line Population for Narrow-leafed Lupin (Lupinus angustifolius L.)

Agronomy ◽  
2019 ◽  
Vol 9 (10) ◽  
pp. 653 ◽  
Author(s):  
Bartosz Kozak ◽  
Renata Galek ◽  
Dariusz Zalewski ◽  
Ewa Sawicka-Sienkiewicz
Keyword(s):  
Genetic Map ◽  
Genome Wide Association Study ◽  
Reference Genome ◽  
High Density ◽  
Genetic Maps ◽  
New Variety ◽  
Model Legume ◽  
Speed Up ◽  
Trait Locus ◽  
Next Generation Sequencing Ngs

Genetic maps are an essential tool for investigating molecular markers’ linkage with traits of agronomic importance. Breeders put a lot of emphasis on this type of markers, which are used in breeding programs implementation and speed up the process of a new variety development. In this paper, we construct a new, high-density linkage genetic map for Polish material on narrow-leafed lupin. The mapping population originated from crossing the Polish variety ‘Emir’ and the Belarusian breeding line ‘LAE-1’. A new map was constructed based on DArTseq markers—a new type of marker generated with the next-generation sequencing (NGS) technique. The map was built with 4602 markers, which are divided into 20 linkage groups, corresponding with the number of gametic chromosomes in narrow-leafed lupin. On the new map there are 1174 unique loci. The total length of all linkage group is 3042 cM. This map was compared to the reference genome of narrow-leafed lupin and the CDS sequence for model legume species: emphMedicago truncatula, emphLotus japonicus and Glycine max. Analysis revealed the presence of the DArTseq marker common for all investigated species. We were able to map 38 new, unplaced scaffolds on the new genetic map of narrow-leafed lupin. The high-density genetic map we received can be used for quantitative trait locus (QTL) mapping, genome-wide association study analysis and assembly of the reference genome for the whole genome sequencing (WGS) method

scholarly journals Quantitative Trait Locus (QTLs) Mapping for Quality Traits of Wheat Based on High Density Genetic Map Combined With Bulked Segregant Analysis RNA-seq (BSR-Seq) Indicates That the Basic 7S Globulin Gene Is Related to Falling Number

2020 ◽  
Vol 11 ◽  
Author(s):  
Qiao Li ◽  
Zhifen Pan ◽  
Yuan Gao ◽  
Tao Li ◽  
Junjun Liang ◽  
...  
Keyword(s):  
Genetic Map ◽  
Quantitative Trait ◽  
Recombinant Inbred Lines ◽  
High Density ◽  
Genetic Maps ◽  
Phenotypic Variance ◽  
Quality Traits ◽  
Rna Seq ◽  
Falling Number ◽  
7S Globulin

Numerous quantitative trait loci (QTLs) have been identified for wheat quality; however, most are confined to low-density genetic maps. In this study, based on specific-locus amplified fragment sequencing (SLAF-seq), a high-density genetic map was constructed with 193 recombinant inbred lines derived from Chuanmai 42 and Chuanmai 39. In total, 30 QTLs with phenotypic variance explained (PVE) up to 47.99% were identified for falling number (FN), grain protein content (GPC), grain hardness (GH), and starch pasting properties across three environments. Five NAM genes closely adjacent to QGPC.cib-4A probably have effects on GPC. QGH.cib-5D was the only one detected for GH with high PVE of 33.31–47.99% across the three environments and was assumed to be related to the nearest pina-D1 and pinb-D1genes. Three QTLs were identified for FN in at least two environments, of which QFN.cib-3D had relatively higher PVE of 16.58–25.74%. The positive effect of QFN.cib-3D for high FN was verified in a double-haploid population derived from Chuanmai 42 × Kechengmai 4. The combination of these QTLs has a considerable effect on increasing FN. The transcript levels of Basic 7S globulin and Basic 7S globulin 2 in QFN.cib-3D were significantly different between low FN and high FN bulks, as observed through bulk segregant RNA-seq (BSR). These QTLs and candidate genes based on the high-density genetic map would be beneficial for further understanding of the genetic mechanism of quality traits and molecular breeding of wheat.

High density SNP mapping and QTL analysis for fruit quality characteristics in peach (Prunus persica L.)

2012 ◽  
Vol 9 (1) ◽  
pp. 19-36 ◽  
Author(s):  
Pedro J. Martínez-García ◽  
Dan E. Parfitt ◽  
Ebenezer A. Ogundiwin ◽  
Joseph Fass ◽  
Helen M. Chan ◽  
...  
Keyword(s):  
Fruit Quality ◽  
Qtl Analysis ◽  
Prunus Persica ◽  
Quality Characteristics ◽  
High Density ◽  
Snp Mapping

scholarly journals polymapR – linkage analysis and genetic map construction from F1 populations of outcrossing polyploids

2017 ◽  
Author(s):  
Peter M. Bourke ◽  
Geert van Geest ◽  
Roeland E. Voorrips ◽  
Johannes Jansen ◽  
Twan Kranenburg ◽  
...  
Keyword(s):  
Linkage Analysis ◽  
Genetic Map ◽  
Genetic Research ◽  
Diploid Species ◽  
R Package ◽  
High Density ◽  
Genetic Linkage Analysis ◽  
Map Construction ◽  
Preferential Chromosome Pairing ◽  
Polyploid Crops

AbstractMotivationPolyploid species carry more than two copies of each chromosome, a condition found in many of the world’s most important crops. Genetic mapping in polyploids is more complex than in diploid species, resulting in a lack of available software tools. These are needed if we are to realise all the opportunities offered by modern genotyping platforms for genetic research and breeding in polyploid crops.ResultspolymapR is an R package for genetic linkage analysis and integrated genetic map construction from bi-parental populations of outcrossing autopolyploids. It can currently analyse triploid, tetraploid and hexaploid marker datasets and is applicable to various crops including potato, leek, alfalfa, blueberry, chrysanthemum, sweet potato or kiwifruit. It can detect, estimate and correct for preferential chromosome pairing, and has been tested on high-density marker datasets from potato, rose and chrysanthemum, generating high-density integrated linkage maps in all of these crops.Availability and ImplementationpolymapR is freely available under the general public license from the Comprehensive R Archive Network (CRAN) at http://cran.r-project.org/packages=polymapR.ContactChris Maliepaard [email protected] or Roeland E. Voorrips [email protected]

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