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Hernández MA, Butler JB, Ammitzboll H, Weller JL, Vaillancourt RE, Potts BM. Genetic control of the operculum and capsule morphology of Eucalyptus globulus. ANNALS OF BOTANY 2022; 130:97-108. [PMID: 35652517 PMCID: PMC9295918 DOI: 10.1093/aob/mcac072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 05/29/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND AIMS The petaline operculum that covers the inner whorls until anthesis and the woody capsule that develops after fertilization are reproductive structures of eucalypts that protect the flower and seeds. Although they are distinct organs, they both develop from flower buds and this common ontogeny suggests shared genetic control. In Eucalyptus globulus their morphology is variable and we aimed to identify the quantitative trait loci (QTL) underlying this variation and determine whether there is common genetic control of these ecologically and taxonomically important reproductive structures. METHODS Samples of opercula and capsules were collected from 206 trees that belong to a large outcrossed F2E. globulus mapping population. The morphological variation in these structures was characterized by measuring six operculum and five capsule traits. QTL analysis was performed using these data and a linkage map consisting of 480 markers. KEY RESULTS A total of 27 QTL were detected for operculum traits and 28 for capsule traits, with the logarithm of odds ranging from 2.8 to 11.8. There were many co-located QTL associated with operculum or capsule traits, generally reflecting allometric relationships. A key finding was five genomic regions where co-located QTL affected both operculum and capsule morphology, and the overall trend for these QTL was to affect elongation of both organs. Some of these QTL appear to have a significant effect on the phenotype, with the strongest QTL explaining 26.4 % of the variation in operculum shape and 16.4 % in capsule shape. Flower bud measurements suggest the expression of these QTL starts during bud development. Several candidate genes were found associated with the QTL and their putative function is discussed. CONCLUSIONS Variation in both operculum and capsule traits in E. globulus is under strong genetic control. Our results suggest that these reproductive structures share a common genetic pathway during flower bud development.
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Affiliation(s)
- Mariano A Hernández
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
- Instituto Nacional de Tecnología Agropecuaria (INTA), Route 27 - Km 38.3, Bella Vista, Corrientes 3432, Argentina
| | | | - Hans Ammitzboll
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
| | - James L Weller
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- Australian Research Council Centre of Excellence for Plant Success in Nature and Agriculture
| | - René E Vaillancourt
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
| | - Brad M Potts
- School of Natural Sciences, University of Tasmania, Hobart, Tasmania 7001, Australia
- ARC Training Centre for Forest Value, University of Tasmania, Hobart, Tasmania 7001, Australia
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Roman MG, Gangitano D, Figueroa A, Solano J, Anabalón L, Houston R. Use of Eucalyptus DNA profiling in a case of illegal logging. Sci Justice 2020; 60:487-494. [PMID: 33077031 DOI: 10.1016/j.scijus.2020.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Revised: 09/07/2020] [Accepted: 09/20/2020] [Indexed: 10/23/2022]
Abstract
Eucalyptus is grown world-wide for paper pulp, solid wood, and other industries. Theft or illegal cutting of the trees causes hardship to owners of plantations and countries whose economies rely on the sale and export of eucalyptus products. Unfortunately, many of these crimes go unpunished due to lack of forensic evidence. Over 1200 short tandem repeat (STR) markers have been identified in the genomes of genus Eucalyptus and related species. However, their importance and utility in aiding forensic investigations of wood theft have not been explored. This study evaluated nine STRs for diversity and applied them to a case involving suspected wood theft. As expected, three dinucleotide STR markers showed greater variability but resulted in harder to interpret profiles. Four STR tetranucleotide markers evaluated in this study were found to contain additional repeat structures (dinucleotide or trinucleotide) that enhanced their variability but resulted in profiles with peaks at multiple stutter positions and heterozygote peak imbalance. The most promising STR markers were EGM37 and EMBRA 1374. Though less variable, they yielded robust and reproducible DNA profiles. All nine STR markers were applied to a case involving suspected wood theft. Samples were collected from seized wood and from remaining stumps in a plantation. No DNA match was found, thus eliminating the evidence samples as having originated from the forest. Dendrochronology analysis also resulted in an exclusion. This case study represents the first report using STR markers in any eucalyptus species to provide DNA evidence in a case of suspected wood theft.
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Affiliation(s)
- Madeline G Roman
- Department of Forensic Science, Sam Houston State University, Huntsville, TX, USA.
| | - David Gangitano
- Department of Forensic Science, Sam Houston State University, Huntsville, TX, USA.
| | - Alejandra Figueroa
- Laboratorio de Criminalística Regional Temuco, Policía de Investigaciones de Chile, Región de La Araucanía, Chile.
| | - Jaime Solano
- Departamento de Ciencias Biológicas y Químicas, Facultad de Recursos Naturales, Universidad Católica de Temuco, Chile.
| | - Leonardo Anabalón
- Departamento de Ciencias Biológicas y Químicas, Facultad de Recursos Naturales, Universidad Católica de Temuco, Chile.
| | - Rachel Houston
- Department of Forensic Science, Sam Houston State University, Huntsville, TX, USA.
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Alam M, Neal J, O’Connor K, Kilian A, Topp B. Ultra-high-throughput DArTseq-based silicoDArT and SNP markers for genomic studies in macadamia. PLoS One 2018; 13:e0203465. [PMID: 30169500 PMCID: PMC6118395 DOI: 10.1371/journal.pone.0203465] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 08/21/2018] [Indexed: 11/18/2022] Open
Abstract
Macadamia (Macadamia integrifolia, M. tetraphylla and hybrids) is an Australian native nut crop and has a significant economic value in the food industries worldwide. Long juvenility along with traditional breeding strategies impede quick genetic improvement of this crop. The existing cultivars constitute only second to fourth generation of the wild germplasm in the rainforest. The utilisation of molecular markers for genomic selection and genome-wide association studies may accelerate genetic gains. Identification of a robust, reproducible, and cost-effective marker system is instrumental in increasing the efficiency of genomic studies. This study is the first to report the potential of two ultra-high-throughput diversity array technology (DArT) markers (silicoDArT and SNP) in macadamia. Both markers were used to identify the genetic diversity and population structure in 80 macadamia cultivars. Parentage analysis of 25 scions in a rootstock trial was conducted to confirm plant identity where recorded identities did not corroborate with phenotypic field observations. A total of 22,280 silicoDArT and 7,332 SNP markers were reported, of which 11,526 silicoDArT and 3,956 SNP markers were used for analyses after screening with quality control parameters including >95% call rate, >95% reproducibility, and >0.05 one ratio. The average polymorphic information content (PIC) values of silicoDArT and SNP markers were 0.29 and 0.21, respectively. Genetic variance among the cultivars ranged from 0.003 to 0.738 in silicoDArT and 0.004 to 0.412 in SNP markers. Four distinct population groups were identified from SNP data analysis. Most of the accessions used in this study were descended from two or more populations. Cluster analysis clearly separated genotypes of distinct origins, such as the Hawaii Agricultural Experiment Station and Hidden Valley Plantation accessions. Two wild accessions of Macadamia jansenii and M. ternifolia were found to be distantly related to the cultivars. Wild germplasm individuals and their hybrids with cv. ‘660’ formed separate clusters, suggesting that crossing between wild and cultivated genepools can extend genetic diversity. DArTseq-based SNP markers were successfully utilized to confirm the genetic identity of 25 scions in a rootstock trial. Our study suggests that DArT platforms are a robust system for the facilitation of genomic studies with regard to macadamia.
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Affiliation(s)
- Mobashwer Alam
- Centre for Horticultural Science, Queensland Alliance for Agriculture and Food Innovation, the University of Queensland, Nambour, Queensland, Australia
- * E-mail:
| | - Jodi Neal
- Department of Agriculture and Forestry, Maroochy Research Facility, Nambour, Queensland, Australia
| | - Katie O’Connor
- Centre for Horticultural Science, Queensland Alliance for Agriculture and Food Innovation, the University of Queensland, Nambour, Queensland, Australia
| | - Andrzej Kilian
- Diversity Arrays Technology Pty Ltd, University of Canberra, Monana St., Canberra ACT, Australia
| | - Bruce Topp
- Centre for Horticultural Science, Queensland Alliance for Agriculture and Food Innovation, the University of Queensland, Nambour, Queensland, Australia
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Genetic linkage map and QTL identification for adventitious rooting traits in red gum eucalypts. 3 Biotech 2018; 8:242. [PMID: 29744274 DOI: 10.1007/s13205-018-1276-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Accepted: 05/03/2018] [Indexed: 01/01/2023] Open
Abstract
The eucalypt species, Eucalyptus tereticornis and Eucalyptus camaldulensis, show tolerance to drought and salinity conditions, respectively, and are widely cultivated in arid and semiarid regions of tropical countries. In this study, genetic linkage map was developed for interspecific cross E. tereticornis × E. camaldulensis using pseudo-testcross strategy with simple sequence repeats (SSRs), intersimple sequence repeats (ISSRs), and sequence-related amplified polymorphism (SRAP) markers. The consensus genetic map comprised totally 283 markers with 84 SSRs, 94 ISSRs, and 105 SRAP markers on 11 linkage groups spanning 1163.4 cM genetic distance. Blasting the SSR sequences against E. grandis sequences allowed an alignment of 64% and the average ratio of genetic-to-physical distance was 1.7 Mbp/cM, which strengths the evidence that high amount of synteny and colinearity exists among eucalypts genome. Blast searches also revealed that 37% of SSRs had homologies with genes, which could potentially be used in the variety of downstream applications including candidate gene polymorphism. Quantitative trait loci (QTL) analysis for adventitious rooting traits revealed six QTL for rooting percent and root length on five chromosomes with interval and composite interval mapping. All the QTL explained 12.0-14.7% of the phenotypic variance, showing the involvement of major effect QTL on adventitious rooting traits. Increasing the density of markers would facilitate the detection of more number of small-effect QTL and also underpinning the genes involved in rooting process.
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Network-based integration of systems genetics data reveals pathways associated with lignocellulosic biomass accumulation and processing. Proc Natl Acad Sci U S A 2017; 114:1195-1200. [PMID: 28096391 DOI: 10.1073/pnas.1620119114] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
As a consequence of their remarkable adaptability, fast growth, and superior wood properties, eucalypt tree plantations have emerged as key renewable feedstocks (over 20 million ha globally) for the production of pulp, paper, bioenergy, and other lignocellulosic products. However, most biomass properties such as growth, wood density, and wood chemistry are complex traits that are hard to improve in long-lived perennials. Systems genetics, a process of harnessing multiple levels of component trait information (e.g., transcript, protein, and metabolite variation) in populations that vary in complex traits, has proven effective for dissecting the genetics and biology of such traits. We have applied a network-based data integration (NBDI) method for a systems-level analysis of genes, processes and pathways underlying biomass and bioenergy-related traits using a segregating Eucalyptus hybrid population. We show that the integrative approach can link biologically meaningful sets of genes to complex traits and at the same time reveal the molecular basis of trait variation. Gene sets identified for related woody biomass traits were found to share regulatory loci, cluster in network neighborhoods, and exhibit enrichment for molecular functions such as xylan metabolism and cell wall development. These findings offer a framework for identifying the molecular underpinnings of complex biomass and bioprocessing-related traits. A more thorough understanding of the molecular basis of plant biomass traits should provide additional opportunities for the establishment of a sustainable bio-based economy.
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Balsalobre TWA, da Silva Pereira G, Margarido GRA, Gazaffi R, Barreto FZ, Anoni CO, Cardoso-Silva CB, Costa EA, Mancini MC, Hoffmann HP, de Souza AP, Garcia AAF, Carneiro MS. GBS-based single dosage markers for linkage and QTL mapping allow gene mining for yield-related traits in sugarcane. BMC Genomics 2017; 18:72. [PMID: 28077090 PMCID: PMC5225503 DOI: 10.1186/s12864-016-3383-x] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 12/07/2016] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Sugarcane (Saccharum spp.) is predominantly an autopolyploid plant with a variable ploidy level, frequent aneuploidy and a large genome that hampers investigation of its organization. Genetic architecture studies are important for identifying genomic regions associated with traits of interest. However, due to the genetic complexity of sugarcane, the practical applications of genomic tools have been notably delayed in this crop, in contrast to other crops that have already advanced to marker-assisted selection (MAS) and genomic selection. High-throughput next-generation sequencing (NGS) technologies have opened new opportunities for discovering molecular markers, especially single nucleotide polymorphisms (SNPs) and insertion-deletion (indels), at the genome-wide level. The objectives of this study were to (i) establish a pipeline for identifying variants from genotyping-by-sequencing (GBS) data in sugarcane, (ii) construct an integrated genetic map with GBS-based markers plus target region amplification polymorphisms and microsatellites, (iii) detect QTLs related to yield component traits, and (iv) perform annotation of the sequences that originated the associated markers with mapped QTLs to search putative candidate genes. RESULTS We used four pseudo-references to align the GBS reads. Depending on the reference, from 3,433 to 15,906 high-quality markers were discovered, and half of them segregated as single-dose markers (SDMs) on average. In addition to 7,049 non-redundant SDMs from GBS, 629 gel-based markers were used in a subsequent linkage analysis. Of 7,678 SDMs, 993 were mapped. These markers were distributed throughout 223 linkage groups, which were clustered in 18 homo(eo)logous groups (HGs), with a cumulative map length of 3,682.04 cM and an average marker density of 3.70 cM. We performed QTL mapping of four traits and found seven QTLs. Our results suggest the presence of a stable QTL across locations. Furthermore, QTLs to soluble solid content (BRIX) and fiber content (FIB) traits had markers linked to putative candidate genes. CONCLUSIONS This study is the first to report the use of GBS for large-scale variant discovery and genotyping of a mapping population in sugarcane, providing several insights regarding the use of NGS data in a polyploid, non-model species. The use of GBS generated a large number of markers and still enabled ploidy and allelic dosage estimation. Moreover, we were able to identify seven QTLs, two of which had great potential for validation and future use for molecular breeding in sugarcane.
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Affiliation(s)
- Thiago Willian Almeida Balsalobre
- Departamento de Biotecnologia e Produção Vegetal e Animal, Centro de Ciências Agrárias, Universidade Federal de São Carlos, Rodovia Anhanguera, Km 174, Araras, CEP 13600-970 São Paulo Brazil
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Avenida Monteiro Lobato 255, Campinas, CEP 13083-862 São Paulo Brazil
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Avenida Candido Rondon 400, Campinas, CEP 13083-875 São Paulo Brazil
| | - Guilherme da Silva Pereira
- Departamento de Genética, Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Avenida Pádua Dias 11, Piracicaba, CEP 13418-900 São Paulo Brazil
| | - Gabriel Rodrigues Alves Margarido
- Departamento de Genética, Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Avenida Pádua Dias 11, Piracicaba, CEP 13418-900 São Paulo Brazil
| | - Rodrigo Gazaffi
- Departamento de Biotecnologia e Produção Vegetal e Animal, Centro de Ciências Agrárias, Universidade Federal de São Carlos, Rodovia Anhanguera, Km 174, Araras, CEP 13600-970 São Paulo Brazil
| | - Fernanda Zatti Barreto
- Departamento de Biotecnologia e Produção Vegetal e Animal, Centro de Ciências Agrárias, Universidade Federal de São Carlos, Rodovia Anhanguera, Km 174, Araras, CEP 13600-970 São Paulo Brazil
| | - Carina Oliveira Anoni
- Departamento de Genética, Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Avenida Pádua Dias 11, Piracicaba, CEP 13418-900 São Paulo Brazil
| | - Cláudio Benício Cardoso-Silva
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Avenida Monteiro Lobato 255, Campinas, CEP 13083-862 São Paulo Brazil
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Avenida Candido Rondon 400, Campinas, CEP 13083-875 São Paulo Brazil
| | - Estela Araújo Costa
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Avenida Monteiro Lobato 255, Campinas, CEP 13083-862 São Paulo Brazil
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Avenida Candido Rondon 400, Campinas, CEP 13083-875 São Paulo Brazil
| | - Melina Cristina Mancini
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Avenida Monteiro Lobato 255, Campinas, CEP 13083-862 São Paulo Brazil
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Avenida Candido Rondon 400, Campinas, CEP 13083-875 São Paulo Brazil
| | - Hermann Paulo Hoffmann
- Departamento de Biotecnologia e Produção Vegetal e Animal, Centro de Ciências Agrárias, Universidade Federal de São Carlos, Rodovia Anhanguera, Km 174, Araras, CEP 13600-970 São Paulo Brazil
| | - Anete Pereira de Souza
- Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas, Avenida Monteiro Lobato 255, Campinas, CEP 13083-862 São Paulo Brazil
- Centro de Biologia Molecular e Engenharia Genética, Universidade Estadual de Campinas, Avenida Candido Rondon 400, Campinas, CEP 13083-875 São Paulo Brazil
| | - Antonio Augusto Franco Garcia
- Departamento de Genética, Escola Superior de Agricultura Luiz de Queiroz, Universidade de São Paulo, Avenida Pádua Dias 11, Piracicaba, CEP 13418-900 São Paulo Brazil
| | - Monalisa Sampaio Carneiro
- Departamento de Biotecnologia e Produção Vegetal e Animal, Centro de Ciências Agrárias, Universidade Federal de São Carlos, Rodovia Anhanguera, Km 174, Araras, CEP 13600-970 São Paulo Brazil
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Mousavi M, Tong C, Liu F, Tao S, Wu J, Li H, Shi J. De novo SNP discovery and genetic linkage mapping in poplar using restriction site associated DNA and whole-genome sequencing technologies. BMC Genomics 2016; 17:656. [PMID: 27538483 PMCID: PMC4991039 DOI: 10.1186/s12864-016-3003-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Accepted: 08/09/2016] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Restriction site associated DNA sequencing (RAD-seq), a next-generation sequencing technology, has greatly facilitated genetic linkage mapping studies in outbred species. RAD-seq is capable of discovering thousands of genetic markers for linkage mapping across many individuals, and can be applied in species with or without a reference genome. Although several analytical tools are available for RAD-seq data, alternative strategies are necessary for improving the marker quality and hence the genetic mapping accuracy. RESULTS We demonstrate a strategy for constructing dense genetic linkage maps in hybrid forest trees by combining RAD-seq and whole-genome sequencing technologies. We performed RAD-seq of 150 progeny and whole-genome sequencing of the two parents in an F1 hybrid population of Populus deltoides × P. simonii. Two rough references were assembled from the whole-genome sequencing reads of the two parents separately. Based on the parental reference sequences, 3442 high-quality single nucleotide polymorphisms (SNPs) were identified that segregate in the ratio of 1:1. The maternal linkage map of P. deltoides was constructed with 2012 SNPs, containing 19 linkage groups and spanning 4067.16 cM of the genome with an average distance of 2.04 cM between adjacent markers, while the male map of P. simonii consisted of 1430 SNPs and the same number of linkage groups with a total length of 4356.04 cM and an average interval distance of 3.09 cM. Collinearity between the parental linkage maps and the reference genome of P. trichocarpa was also investigated. Compared with the result on the basis of the existing reference genome, our strategy identified more high-quality SNPs and generated parental linkage groups that nicely match the karyotype of Populus. CONCLUSIONS The strategy of simultaneously using RAD and whole-genome sequencing technologies can be applied to constructing high-density genetic maps in forest trees regardless of whether a reference genome exists. The two parental linkage maps constructed here provide more accurate genetic resources for unraveling quantitative trait loci and accelerating molecular breeding programs, as well as for comparative genomics in Populus.
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Affiliation(s)
- Mohaddeseh Mousavi
- The Southern Modern Forestry Collaborative Innovation Center, College of Forestry, Nanjing Forestry University, Nanjing, 210037 China
| | - Chunfa Tong
- The Southern Modern Forestry Collaborative Innovation Center, College of Forestry, Nanjing Forestry University, Nanjing, 210037 China
| | - Fenxiang Liu
- The Southern Modern Forestry Collaborative Innovation Center, College of Forestry, Nanjing Forestry University, Nanjing, 210037 China
| | - Shentong Tao
- The Southern Modern Forestry Collaborative Innovation Center, College of Forestry, Nanjing Forestry University, Nanjing, 210037 China
| | - Jiyan Wu
- The Southern Modern Forestry Collaborative Innovation Center, College of Forestry, Nanjing Forestry University, Nanjing, 210037 China
| | - Huogen Li
- The Southern Modern Forestry Collaborative Innovation Center, College of Forestry, Nanjing Forestry University, Nanjing, 210037 China
| | - Jisen Shi
- The Southern Modern Forestry Collaborative Innovation Center, College of Forestry, Nanjing Forestry University, Nanjing, 210037 China
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de Miguel M, Bartholomé J, Ehrenmann F, Murat F, Moriguchi Y, Uchiyama K, Ueno S, Tsumura Y, Lagraulet H, de Maria N, Cabezas JA, Cervera MT, Gion JM, Salse J, Plomion C. Evidence of intense chromosomal shuffling during conifer evolution. Genome Biol Evol 2015; 7:2799-2809. [PMID: 26400405 PMCID: PMC4684699 DOI: 10.1093/gbe/evv185] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Although recent advances have been gained on genome evolution in angiosperm lineages, virtually nothing is known about karyotype evolution in the other group of seed plants, the gymnosperms. Here, we used high-density gene-based linkage mapping to compare the karyotype structure of two families of conifers (the most abundant group of gymnosperms) separated around 290 Ma: Pinaceae and Cupressaceae. We propose for the first time a model based on the fusion of 20 ancestral chromosomal blocks that may have shaped the modern karyotpes of Pinaceae (with n = 12) and Cupressaceae (with n = 11). The considerable difference in modern genome organization between these two lineages contrasts strongly with the remarkable level of synteny already reported within the Pinaceae. It also suggests a convergent evolutionary mechanism of chromosomal block shuffling that has shaped the genomes of the spermatophytes.
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Affiliation(s)
- Marina de Miguel
- INRA, UMR 1202 BIOGECO, 69 Route d'Arcachon,F-33610 Cestas, France Université de Bordeaux, UMR 1202 BIOGECO, F-33170 Talence, France
| | - Jérôme Bartholomé
- INRA, UMR 1202 BIOGECO, 69 Route d'Arcachon,F-33610 Cestas, France Université de Bordeaux, UMR 1202 BIOGECO, F-33170 Talence, France
| | - François Ehrenmann
- INRA, UMR 1202 BIOGECO, 69 Route d'Arcachon,F-33610 Cestas, France Université de Bordeaux, UMR 1202 BIOGECO, F-33170 Talence, France
| | - Florent Murat
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, 63100 Clermont Ferrand, France
| | - Yoshinari Moriguchi
- Niigata University, Graduate School of Science and Technology, 8050, Igarashi 2-Nocho, Nishi-ku, Niigata 950-2181, Japan
| | - Kentaro Uchiyama
- Forestry and Forest Products Research Institute, Department of Forest Genetics, Tsukuba, Ibaraki 305-8687, Japan
| | - Saneyoshi Ueno
- Forestry and Forest Products Research Institute, Department of Forest Genetics, Tsukuba, Ibaraki 305-8687, Japan
| | - Yoshihiko Tsumura
- University of Tsukuba, Faculty of Life & Environmental Sciences, 1-1-1, Tennodai, Tsukuba, Ibaraki 305-8572, Japan
| | - Hélène Lagraulet
- INRA, UMR 1202 BIOGECO, 69 Route d'Arcachon,F-33610 Cestas, France Université de Bordeaux, UMR 1202 BIOGECO, F-33170 Talence, France
| | - Nuria de Maria
- INIA-CIFOR, departamento de Ecologia y Genetica Forestal, 28040, Madrid, Spain INIA-UPM, Unidad mixta de Genomica y Ecofisiologia Forestal, Madrid, Spain
| | - José-Antonio Cabezas
- INIA-CIFOR, departamento de Ecologia y Genetica Forestal, 28040, Madrid, Spain INIA-UPM, Unidad mixta de Genomica y Ecofisiologia Forestal, Madrid, Spain
| | - Maria-Teresa Cervera
- INIA-CIFOR, departamento de Ecologia y Genetica Forestal, 28040, Madrid, Spain INIA-UPM, Unidad mixta de Genomica y Ecofisiologia Forestal, Madrid, Spain
| | - Jean Marc Gion
- INRA, UMR 1202 BIOGECO, 69 Route d'Arcachon,F-33610 Cestas, France Université de Bordeaux, UMR 1202 BIOGECO, F-33170 Talence, France CIRAD, UMR AGAP, F-33612 Cestas, France
| | - Jérôme Salse
- INRA/UBP UMR 1095 GDEC 'Génétique, Diversité et Ecophysiologie des Céréales', 5 Chemin de Beaulieu, 63100 Clermont Ferrand, France
| | - Christophe Plomion
- INRA, UMR 1202 BIOGECO, 69 Route d'Arcachon,F-33610 Cestas, France Université de Bordeaux, UMR 1202 BIOGECO, F-33170 Talence, France
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Maccaferri M, Ricci A, Salvi S, Milner SG, Noli E, Martelli PL, Casadio R, Akhunov E, Scalabrin S, Vendramin V, Ammar K, Blanco A, Desiderio F, Distelfeld A, Dubcovsky J, Fahima T, Faris J, Korol A, Massi A, Mastrangelo AM, Morgante M, Pozniak C, N'Diaye A, Xu S, Tuberosa R. A high-density, SNP-based consensus map of tetraploid wheat as a bridge to integrate durum and bread wheat genomics and breeding. PLANT BIOTECHNOLOGY JOURNAL 2015; 13:648-63. [PMID: 25424506 DOI: 10.1111/pbi.12288] [Citation(s) in RCA: 184] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Revised: 09/26/2014] [Accepted: 10/03/2014] [Indexed: 05/20/2023]
Abstract
Consensus linkage maps are important tools in crop genomics. We have assembled a high-density tetraploid wheat consensus map by integrating 13 data sets from independent biparental populations involving durum wheat cultivars (Triticum turgidum ssp. durum), cultivated emmer (T. turgidum ssp. dicoccum) and their ancestor (wild emmer, T. turgidum ssp. dicoccoides). The consensus map harboured 30 144 markers (including 26 626 SNPs and 791 SSRs) half of which were present in at least two component maps. The final map spanned 2631 cM of all 14 durum wheat chromosomes and, differently from the individual component maps, all markers fell within the 14 linkage groups. Marker density per genetic distance unit peaked at centromeric regions, likely due to a combination of low recombination rate in the centromeric regions and even gene distribution along the chromosomes. Comparisons with bread wheat indicated fewer regions with recombination suppression, making this consensus map valuable for mapping in the A and B genomes of both durum and bread wheat. Sequence similarity analysis allowed us to relate mapped gene-derived SNPs to chromosome-specific transcripts. Dense patterns of homeologous relationships have been established between the A- and B-genome maps and between nonsyntenic homeologous chromosome regions as well, the latter tracing to ancient translocation events. The gene-based homeologous relationships are valuable to infer the map location of homeologs of target loci/QTLs. Because most SNP and SSR markers were previously mapped in bread wheat, this consensus map will facilitate a more effective integration and exploitation of genes and QTL for wheat breeding purposes.
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Affiliation(s)
- Marco Maccaferri
- Department of Agricultural Sciences (DipSA), University of Bologna, Bologna, Italy
| | - Andrea Ricci
- Department of Agricultural Sciences (DipSA), University of Bologna, Bologna, Italy
| | - Silvio Salvi
- Department of Agricultural Sciences (DipSA), University of Bologna, Bologna, Italy
| | - Sara Giulia Milner
- Department of Agricultural Sciences (DipSA), University of Bologna, Bologna, Italy
| | - Enrico Noli
- Department of Agricultural Sciences (DipSA), University of Bologna, Bologna, Italy
| | | | - Rita Casadio
- Biocomputing Group, University of Bologna, Bologna, Italy
| | - Eduard Akhunov
- Department of Plant Pathology, Kansas State University, Manhattan, KS, USA
| | - Simone Scalabrin
- Istituto di Genomica Applicata, Udine, Italy
- Dipartimento di Scienze Agrarie e Ambientali, University of Udine, Udine, Italy
| | - Vera Vendramin
- Istituto di Genomica Applicata, Udine, Italy
- Dipartimento di Scienze Agrarie e Ambientali, University of Udine, Udine, Italy
| | | | - Antonio Blanco
- Dipartimento di Biologia e Chimica Agro-forestale ed ambientale, Università di Bari, Aldo Moro, Bari, Italy
| | - Francesca Desiderio
- Consiglio per la ricerca e la sperimentazione in agricoltura, Genomics Research Centre, Fiorenzuola d'Arda, Italy
| | - Assaf Distelfeld
- Faculty of Life Sciences, Department of Molecular Biology and Ecology of Plants, Tel Aviv University, Tel Aviv, Israel
| | - Jorge Dubcovsky
- Department of Plant Sciences, University of California, Davis, CA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Tzion Fahima
- Department of Evolutionary and Environmental Biology, Institute of Evolution, Faculty of Science and Science Education, University of Haifa, Haifa, Israel
| | - Justin Faris
- USDA-ARS Cereal Crops Research Unit, Fargo, ND, USA
| | - Abraham Korol
- Department of Evolutionary and Environmental Biology, Institute of Evolution, Faculty of Science and Science Education, University of Haifa, Haifa, Israel
| | - Andrea Massi
- Società Produttori Sementi Bologna (PSB), Argelato, Italy
| | - Anna Maria Mastrangelo
- Consiglio per la ricerca e la sperimentazione in agricoltura, Cereal Research Centre, Foggia, Italy
| | - Michele Morgante
- Istituto di Genomica Applicata, Udine, Italy
- Dipartimento di Scienze Agrarie e Ambientali, University of Udine, Udine, Italy
| | - Curtis Pozniak
- Crop Development Centre and Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Amidou N'Diaye
- Crop Development Centre and Department of Plant Sciences, University of Saskatchewan, Saskatoon, SK, Canada
| | - Steven Xu
- USDA-ARS Cereal Crops Research Unit, Fargo, ND, USA
| | - Roberto Tuberosa
- Department of Agricultural Sciences (DipSA), University of Bologna, Bologna, Italy
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Bartholomé J, Mandrou E, Mabiala A, Jenkins J, Nabihoudine I, Klopp C, Schmutz J, Plomion C, Gion JM. High-resolution genetic maps of Eucalyptus improve Eucalyptus grandis genome assembly. THE NEW PHYTOLOGIST 2015; 206:1283-96. [PMID: 25385325 DOI: 10.1111/nph.13150] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2014] [Accepted: 09/29/2014] [Indexed: 05/21/2023]
Abstract
Genetic maps are key tools in genetic research as they constitute the framework for many applications, such as quantitative trait locus analysis, and support the assembly of genome sequences. The resequencing of the two parents of a cross between Eucalyptus urophylla and Eucalyptus grandis was used to design a single nucleotide polymorphism (SNP) array of 6000 markers evenly distributed along the E. grandis genome. The genotyping of 1025 offspring enabled the construction of two high-resolution genetic maps containing 1832 and 1773 markers with an average marker interval of 0.45 and 0.5 cM for E. grandis and E. urophylla, respectively. The comparison between genetic maps and the reference genome highlighted 85% of collinear regions. A total of 43 noncollinear regions and 13 nonsynthetic regions were detected and corrected in the new genome assembly. This improved version contains 4943 scaffolds totalling 691.3 Mb of which 88.6% were captured by the 11 chromosomes. The mapping data were also used to investigate the effect of population size and number of markers on linkage mapping accuracy. This study provides the most reliable linkage maps for Eucalyptus and version 2.0 of the E. grandis genome.
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Affiliation(s)
- Jérôme Bartholomé
- CIRAD, UMR AGAP, F-33612, Cestas, France
- INRA, UMR1202 BIOGECO, F-33610, Cestas, France
- BIOGECO, UMR 1202, Univ. Bordeaux, F-33600, Pessac, France
| | - Eric Mandrou
- INRA, UMR1202 BIOGECO, F-33610, Cestas, France
- BIOGECO, UMR 1202, Univ. Bordeaux, F-33600, Pessac, France
- Plate-forme Bio-informatique Genotoul, INRA, Biométrie et Intelligence Artificielle, BP 52627, 31326, Castanet-Tolosan Cedex, France
| | | | - Jerry Jenkins
- HudsonAlpha Institute for Biotechnology, 601 Genome Way, Huntsville, AL, 35801, USA
| | - Ibouniyamine Nabihoudine
- Plate-forme Bio-informatique Genotoul, INRA, Biométrie et Intelligence Artificielle, BP 52627, 31326, Castanet-Tolosan Cedex, France
| | - Christophe Klopp
- Plate-forme Bio-informatique Genotoul, INRA, Biométrie et Intelligence Artificielle, BP 52627, 31326, Castanet-Tolosan Cedex, France
| | - Jeremy Schmutz
- HudsonAlpha Institute for Biotechnology, 601 Genome Way, Huntsville, AL, 35801, USA
- US Department of Energy Joint Genome Institute, 2800 Mitchell Drive, Walnut Creek, CA, 94598, USA
| | - Christophe Plomion
- INRA, UMR1202 BIOGECO, F-33610, Cestas, France
- BIOGECO, UMR 1202, Univ. Bordeaux, F-33600, Pessac, France
| | - Jean-Marc Gion
- CIRAD, UMR AGAP, F-33612, Cestas, France
- INRA, UMR1202 BIOGECO, F-33610, Cestas, France
- BIOGECO, UMR 1202, Univ. Bordeaux, F-33600, Pessac, France
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Silva-Junior OB, Faria DA, Grattapaglia D. A flexible multi-species genome-wide 60K SNP chip developed from pooled resequencing of 240 Eucalyptus tree genomes across 12 species. THE NEW PHYTOLOGIST 2015; 206:1527-40. [PMID: 25684350 DOI: 10.1111/nph.13322] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2014] [Accepted: 01/02/2015] [Indexed: 05/23/2023]
Abstract
We used whole genome resequencing of pooled individuals to develop a high-density single-nucleotide polymorphism (SNP) chip for Eucalyptus. Genomes of 240 trees of 12 species were sequenced at 3.5× each, and 46 997 586 raw SNP variants were subject to multivariable filtering metrics toward a multispecies, genome-wide distributed chip content. Of the 60 904 SNPs on the chip, 59 222 were genotyped and 51 204 were polymorphic across 14 Eucalyptus species, providing a 96% genome-wide coverage with 1 SNP/12-20 kb, and 47 069 SNPs at ≤ 10 kb from 30 444 of the 33 917 genes in the Eucalyptus genome. Given the EUChip60K multi-species genotyping flexibility, we show that both the sample size and taxonomic composition of cluster files impact heterozygous call specificity and sensitivity by benchmarking against 'gold standard' genotypes derived from deeply sequenced individual tree genomes. Thousands of SNPs were shared across species, likely representing ancient variants arisen before the split of these taxa, hinting to a recent eucalypt radiation. We show that the variable SNP filtering constraints allowed coverage of the entire site frequency spectrum, mitigating SNP ascertainment bias. The EUChip60K represents an outstanding tool with which to address population genomics questions in Eucalyptus and to empower genomic selection, GWAS and the broader study of complex trait variation in eucalypts.
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Affiliation(s)
- Orzenil B Silva-Junior
- Laboratório de Bioinformática, EMBRAPA Recursos Genéticos e Biotecnologia, PqEB, 70770-970, Brasilia, DF, Brazil
- Programa de Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, SGAN 916, 70790-160, Brasilia, DF, Brazil
| | - Danielle A Faria
- Laboratório de Genética Vegetal, EMBRAPA Recursos Genéticos e Biotecnologia, PqEB, 70770-970, Brasilia, DF, Brazil
| | - Dario Grattapaglia
- Programa de Ciências Genômicas e Biotecnologia, Universidade Católica de Brasília, SGAN 916, 70790-160, Brasilia, DF, Brazil
- Laboratório de Genética Vegetal, EMBRAPA Recursos Genéticos e Biotecnologia, PqEB, 70770-970, Brasilia, DF, Brazil
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Sumathi M, Yasodha R. Microsatellite resources of Eucalyptus: current status and future perspectives. BOTANICAL STUDIES 2014; 55:73. [PMID: 28510953 PMCID: PMC5430318 DOI: 10.1186/s40529-014-0073-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Accepted: 09/30/2014] [Indexed: 06/07/2023]
Abstract
Eucalyptus is the premier paper pulp, short rotation plantation species grown all over the world. Genetic improvement programs integrating molecular marker tools are in progress in many parts of the globe to increase the productivity. Whole genome sequence and expressed sequence tags (ESTs) of the eucalypts paved way for introduction of molecular genetics and breeding in this genus. Different molecular characterization approaches have been used simultaneously in eucalypts, however, microsatellites or simple sequence repeats (SSRs) with their prolific characteristics could occupy a special niche in Eucalyptus genetic improvement. Further, highly informative SSRs were used for the clonal identity, genetic fidelity and in certification of breeder's rights. Eucalyptus genetic linkage maps generated with microsatellite loci were used successfully to identify quantitative trait loci (QTLs) for various economically important traits. Progressively more numbers of microsatellites are being linked to genes associated with adaptive and functional variations, therefore making their utility broader in genetic applications. Availability of common SSR markers across the species provides an opportunity to validate the expression of QTLs across variable genetic backgrounds and accurately compare the position of QTLs in other species. Recent evidences suggest that the presence of SSRs in micro RNAs of plant species play a role in the quantitative trait expression. Similar studies in eucalypts may provide new insights into the genetic architecture of transcript-level variations and post transcriptional gene regulation. This review on eucalypts microsatellites, highlights the availability and characteristics of genomic and eSSRs and their potential in genetic analysis of natural and breeding populations and also discusses the future prospects in population genetics and marker assisted selection.
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Affiliation(s)
- Murugan Sumathi
- Division of Plant Biotechnology, Institute of Forest Genetics and Tree Breeding, Coimbatore, 641 002 India
| | - Ramasamy Yasodha
- Division of Plant Biotechnology, Institute of Forest Genetics and Tree Breeding, Coimbatore, 641 002 India
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13
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Maccaferri M, Cane' MA, Sanguineti MC, Salvi S, Colalongo MC, Massi A, Clarke F, Knox R, Pozniak CJ, Clarke JM, Fahima T, Dubcovsky J, Xu S, Ammar K, Karsai I, Vida G, Tuberosa R. A consensus framework map of durum wheat (Triticum durum Desf.) suitable for linkage disequilibrium analysis and genome-wide association mapping. BMC Genomics 2014; 15:873. [PMID: 25293821 PMCID: PMC4287192 DOI: 10.1186/1471-2164-15-873] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2014] [Accepted: 09/23/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Durum wheat (Triticum durum Desf.) is a tetraploid cereal grown in the medium to low-precipitation areas of the Mediterranean Basin, North America and South-West Asia. Genomics applications in durum wheat have the potential to boost exploitation of genetic resources and to advance understanding of the genetics of important complex traits (e.g. resilience to environmental and biotic stresses). A dense and accurate consensus map specific for T. durum will greatly facilitate genetic mapping, functional genomics and marker-assisted improvement. RESULTS High quality genotypic data from six core recombinant inbred line populations were used to obtain a consensus framework map of 598 simple sequence repeats (SSR) and Diversity Array Technology® (DArT) anchor markers (common across populations). Interpolation of unique markers from 14 maps allowed us to position a total of 2,575 markers in a consensus map of 2,463 cM. The T. durum A and B genomes were covered in their near totality based on the reference SSR hexaploid wheat map. The consensus locus order compared to those of the single component maps showed good correspondence, (average Spearman's rank correlation rho ρ value of 0.96). Differences in marker order and local recombination rate were observed between the durum and hexaploid wheat consensus maps. The consensus map was used to carry out a whole-genome search for genetic differentiation signatures and association to heading date in a panel of 183 accessions adapted to the Mediterranean areas. Linkage disequilibrium was found to decay below the r2 threshold=0.3 within 2.20 cM, on average. Strong molecular differentiations among sub-populations were mapped to 87 chromosome regions. A genome-wide association scan for heading date from 27 field trials in the Mediterranean Basin and in Mexico yielded 50 chromosome regions with evidences of association in multiple environments. CONCLUSIONS The consensus map presented here was used as a reference for genetic diversity and mapping analyses in T. durum, providing nearly complete genome coverage and even marker density. Markers previously mapped in hexaploid wheat constitute a strong link between the two species. The consensus map provides the basis for high-density single nucleotide polymorphic (SNP) marker implementation in durum wheat.
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Affiliation(s)
- Marco Maccaferri
- Department of Agricultural Sciences (DipSA), Viale Fanin 44, University of Bologna, 40127 Bologna, Italy.
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14
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Grattapaglia D, Mamani EMC, Silva-Junior OB, Faria DA. A novel genome-wide microsatellite resource for species ofEucalyptuswith linkage-to-physical correspondence on the reference genome sequence. Mol Ecol Resour 2014; 15:437-48. [DOI: 10.1111/1755-0998.12317] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Revised: 08/05/2014] [Accepted: 08/13/2014] [Indexed: 12/29/2022]
Affiliation(s)
- Dario Grattapaglia
- Laboratório de Genética Vegetal; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
| | - Eva M. C. Mamani
- Laboratório de Genética Vegetal; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
| | - Orzenil B. Silva-Junior
- Programa de Ciências Genômicas e Biotecnologia; Universidade Católica de Brasília; SGAN 916 Brasilia DF 70790-160 Brazil
- Laboratório de Bioinformática; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
| | - Danielle A. Faria
- Laboratório de Genética Vegetal; EMBRAPA Recursos Genéticos e Biotecnologia; PqEB Brasilia DF 70770-970 Brazil
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Yu LX, Barbier H, Rouse MN, Singh S, Singh RP, Bhavani S, Huerta-Espino J, Sorrells ME. A consensus map for Ug99 stem rust resistance loci in wheat. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2014; 127:1561-81. [PMID: 24903979 PMCID: PMC4072096 DOI: 10.1007/s00122-014-2326-7] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2014] [Accepted: 05/05/2014] [Indexed: 05/07/2023]
Abstract
This consensus map of stem rust genes, QTLs, and molecular markers will facilitate the identification of new resistance genes and provide a resource of in formation for development of new markers for breeding wheat varieties resistant to Ug99. The global effort to identify new sources of resistance to wheat stem rust, caused by Puccinia graminis f. sp. tritici race group Ug99 has resulted in numerous studies reporting both qualitative genes and quantitative trait loci. The purpose of our study was to assemble all available information on loci associated with stem rust resistance from 21 recent studies on Triticum aestivum L. (bread wheat) and Triticum turgidum subsp. durum desf. (durum wheat). The software LPmerge was used to construct a stem rust resistance loci consensus wheat map with 1,433 markers incorporating Single Nucleotide Polymorphism, Diversity Arrays Technology, Genotyping-by-Sequencing as well as Simple Sequence Repeat marker information. Most of the markers associated with stem rust resistance have been identified in more than one population. Several loci identified in these populations map to the same regions with known Sr genes including Sr2, SrND643, Sr25 and Sr57 (Lr34/Yr18/Pm38), while other significant markers were located in chromosome regions where no Sr genes have been previously reported. This consensus map provides a comprehensive source of information on 141 stem rust resistance loci conferring resistance to stem rust Ug99 as well as linked markers for use in marker-assisted selection.
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Affiliation(s)
- Long-Xi Yu
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY 14853 USA
- Present Address: United States Department of Agriculture, Agricultural Research Service, Vegetable and Forage Crops Research Unit, 24106 N. Bunn Road, Prosser, WA 99350–9687 USA
| | - Hugues Barbier
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY 14853 USA
| | - Matthew N. Rouse
- United States Department of Agriculture, Agricultural Research Service, Cereal Disease Laboratory and Department of Plant Pathology, University of Minnesota, St. Paul, Minneapolis, MN 55108 USA
| | - Sukhwinder Singh
- International Maize and Wheat Improvement Center (CIMMYT), Apdo. Postal 6-641, 06600 Texcoco, Mexico
| | - Ravi P. Singh
- International Maize and Wheat Improvement Center (CIMMYT), Apdo. Postal 6-641, 06600 Texcoco, Mexico
| | - Sridhar Bhavani
- International Maize and Wheat Improvement Center (CIMMYT), Apdo. Postal 6-641, 06600 Texcoco, Mexico
| | - Julio Huerta-Espino
- Campo Experimental Valle de México INIFAP, Apdo. Postal 10, 56230 Chapingo, Edo de México Mexico
| | - Mark E. Sorrells
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY 14853 USA
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16
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Cappa EP, El-Kassaby YA, Garcia MN, Acuña C, Borralho NMG, Grattapaglia D, Marcucci Poltri SN. Impacts of population structure and analytical models in genome-wide association studies of complex traits in forest trees: a case study in Eucalyptus globulus. PLoS One 2013; 8:e81267. [PMID: 24282578 PMCID: PMC3839935 DOI: 10.1371/journal.pone.0081267] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 10/10/2013] [Indexed: 01/01/2023] Open
Abstract
The promise of association genetics to identify genes or genomic regions controlling complex traits has generated a flurry of interest. Such phenotype-genotype associations could be useful to accelerate tree breeding cycles, increase precision and selection intensity for late expressing, low heritability traits. However, the prospects of association genetics in highly heterozygous undomesticated forest trees can be severely impacted by the presence of cryptic population and pedigree structure. To investigate how to better account for this, we compared the GLM and five combinations of the Unified Mixed Model (UMM) on data of a low-density genome-wide association study for growth and wood property traits carried out in a Eucalyptus globulus population (n = 303) with 7,680 Diversity Array Technology (DArT) markers. Model comparisons were based on the degree of deviation from the uniform distribution and estimates of the mean square differences between the observed and expected p-values of all significant marker-trait associations detected. Our analysis revealed the presence of population and family structure. There was not a single best model for all traits. Striking differences in detection power and accuracy were observed among the different models especially when population structure was not accounted for. The UMM method was the best and produced superior results when compared to GLM for all traits. Following stringent correction for false discoveries, 18 marker-trait associations were detected, 16 for tree diameter growth and two for lignin monomer composition (S∶G ratio), a key wood property trait. The two DArT markers associated with S∶G ratio on chromosome 10, physically map within 1 Mbp of the ferulate 5-hydroxylase (F5H) gene, providing a putative independent validation of this marker-trait association. This study details the merit of collectively integrate population structure and relatedness in association analyses in undomesticated, highly heterozygous forest trees, and provides additional insights into the nature of complex quantitative traits in Eucalyptus.
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Affiliation(s)
- Eduardo P. Cappa
- Instituto de Recursos Biológicos, Centro de Investigación en Recursos Naturales, Instituto Nacional de Tecnología Agropecuaria (INTA) and Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Hurlingham, Buenos Aires, Argentina
- * E-mail:
| | - Yousry A. El-Kassaby
- Department of Forest and Conservation Sciences, Faculty of Forestry, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Martín N. Garcia
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
| | - Cintia Acuña
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
| | - Nuno M. G. Borralho
- Private Consultant, Cartaxo, Portugal and Centro de Estudos Florestais, Instituto Superior de Agronomia, Universidade Técnica de Lisboa, Lisboa, Portugal
| | - Dario Grattapaglia
- EMBRAPA Genetic Resources and Biotechnology and Genomic Sciences Program, Universidade Católica de Brasília, Brasilia DF, Brazil
| | - Susana N. Marcucci Poltri
- Instituto de Biotecnología, Centro de Investigación en Ciencias Veterinarias y Agronómicas, Instituto Nacional de Tecnología Agropecuaria (INTA), Hurlingham, Buenos Aires, Argentina
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Yagi M, Yamamoto T, Isobe S, Hirakawa H, Tabata S, Tanase K, Yamaguchi H, Onozaki T. Construction of a reference genetic linkage map for carnation (Dianthus caryophyllus L.). BMC Genomics 2013; 14:734. [PMID: 24160306 PMCID: PMC3870981 DOI: 10.1186/1471-2164-14-734] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Accepted: 09/25/2013] [Indexed: 02/07/2023] Open
Abstract
Background Genetic linkage maps are important tools for many genetic applications including mapping of quantitative trait loci (QTLs), identifying DNA markers for fingerprinting, and map-based gene cloning. Carnation (Dianthus caryophyllus L.) is an important ornamental flower worldwide. We previously reported a random amplified polymorphic DNA (RAPD)-based genetic linkage map derived from Dianthus capitatus ssp. andrezejowskianus and a simple sequence repeat (SSR)-based genetic linkage map constructed using data from intraspecific F2 populations; however, the number of markers was insufficient, and so the number of linkage groups (LGs) did not coincide with the number of chromosomes (x = 15). Therefore, we aimed to produce a high-density genetic map to improve its usefulness for breeding purposes and genetic research. Results We improved the SSR-based genetic linkage map using SSR markers derived from a genomic library, expression sequence tags, and RNA-seq data. Linkage analysis revealed that 412 SSR loci (including 234 newly developed SSR loci) could be mapped to 17 linkage groups (LGs) covering 969.6 cM. Comparison of five minor LGs covering less than 50 cM with LGs in our previous RAPD-based genetic map suggested that four LGs could be integrated into two LGs by anchoring common SSR loci. Consequently, the number of LGs corresponded to the number of chromosomes (x = 15). We added 192 new SSRs, eight RAPD, and two sequence-tagged site loci to refine the RAPD-based genetic linkage map, which comprised 15 LGs consisting of 348 loci covering 978.3 cM. The two maps had 125 SSR loci in common, and most of the positions of markers were conserved between them. We identified 635 loci in carnation using the two linkage maps. We also mapped QTLs for two traits (bacterial wilt resistance and anthocyanin pigmentation in the flower) and a phenotypic locus for flower-type by analyzing previously reported genotype and phenotype data. Conclusions The improved genetic linkage maps and SSR markers developed in this study will serve as reference genetic linkage maps for members of the genus Dianthus, including carnation, and will be useful for mapping QTLs associated with various traits, and for improving carnation breeding programs.
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Affiliation(s)
- Masafumi Yagi
- NARO Institute of Floricultural Science (NIFS), 2-1 Fujimoto, Tsukuba, Ibaraki 305-8519, Japan.
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Vipin CA, Luckett DJ, Harper JD, Ash GJ, Kilian A, Ellwood SR, Phan HT, Raman H. Construction of integrated linkage map of a recombinant inbred line population of white lupin (Lupinus albus L.). BREEDING SCIENCE 2013; 63:292-300. [PMID: 24273424 PMCID: PMC3770556 DOI: 10.1270/jsbbs.63.292] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2012] [Accepted: 05/14/2013] [Indexed: 05/21/2023]
Abstract
We report the development of a Diversity Arrays Technology (DArT) marker panel and its utilisation in the development of an integrated genetic linkage map of white lupin (Lupinus albus L.) using an F8 recombinant inbred line population derived from Kiev Mutant/P27174. One hundred and thirty-six DArT markers were merged into the first genetic linkage map composed of 220 amplified fragment length polymorphisms (AFLPs) and 105 genic markers. The integrated map consists of 38 linkage groups of 441 markers and spans a total length of 2,169 cM, with an average interval size of 4.6 cM. The DArT markers exhibited good genome coverage and were associated with previously identified genic and AFLP markers linked with quantitative trait loci for anthracnose resistance, flowering time and alkaloid content. The improved genetic linkage map of white lupin will aid in the identification of markers for traits of interest and future syntenic studies.
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Affiliation(s)
- Cina Ann Vipin
- Graham Centre for Agricultural Innovation (an alliance between NSW Department of Primary Industries and Charles Sturt University), Wagga Wagga Agricultural Institute,
Wagga Wagga, NSW 2650,
Australia
| | - David J. Luckett
- Graham Centre for Agricultural Innovation (an alliance between NSW Department of Primary Industries and Charles Sturt University), Wagga Wagga Agricultural Institute,
Wagga Wagga, NSW 2650,
Australia
| | - John D.I. Harper
- Graham Centre for Agricultural Innovation (an alliance between NSW Department of Primary Industries and Charles Sturt University), Wagga Wagga Agricultural Institute,
Wagga Wagga, NSW 2650,
Australia
- School of Agricultural and Wine Sciences, Charles Sturt University,
Wagga Wagga, NSW 2678,
Australia
| | - Gavin J. Ash
- Graham Centre for Agricultural Innovation (an alliance between NSW Department of Primary Industries and Charles Sturt University), Wagga Wagga Agricultural Institute,
Wagga Wagga, NSW 2650,
Australia
- School of Agricultural and Wine Sciences, Charles Sturt University,
Wagga Wagga, NSW 2678,
Australia
| | - Andrzej Kilian
- Diversity Arrays Technology P/L,
1 Wilf Crane Crescent, Yarralumla, Canberra, ACT 2600,
Australia
| | - Simon R. Ellwood
- Department of Environment and Agriculture, Curtin University,
Kent Street, Bentley, Perth, Western Australia 6102,
Australia
| | - Huyen T.T. Phan
- Department of Environment and Agriculture, Curtin University,
Kent Street, Bentley, Perth, Western Australia 6102,
Australia
| | - Harsh Raman
- Graham Centre for Agricultural Innovation (an alliance between NSW Department of Primary Industries and Charles Sturt University), Wagga Wagga Agricultural Institute,
Wagga Wagga, NSW 2650,
Australia
- Corresponding author (e-mail: )
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Raman H, Raman R, Kilian A, Detering F, Long Y, Edwards D, Parkin IAP, Sharpe AG, Nelson MN, Larkan N, Zou J, Meng J, Aslam MN, Batley J, Cowling WA, Lydiate D. A consensus map of rapeseed (Brassica napus L.) based on diversity array technology markers: applications in genetic dissection of qualitative and quantitative traits. BMC Genomics 2013; 14:277. [PMID: 23617817 PMCID: PMC3641989 DOI: 10.1186/1471-2164-14-277] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2012] [Accepted: 04/06/2013] [Indexed: 12/03/2022] Open
Abstract
Background Dense consensus genetic maps based on high-throughput genotyping platforms are valuable for making genetic gains in Brassica napus through quantitative trait locus identification, efficient predictive molecular breeding, and map-based gene cloning. This report describes the construction of the first B. napus consensus map consisting of a 1,359 anchored array based genotyping platform; Diversity Arrays Technology (DArT), and non-DArT markers from six populations originating from Australia, Canada, China and Europe. We aligned the B. napus DArT sequences with genomic scaffolds from Brassica rapa and Brassica oleracea, and identified DArT loci that showed linkage with qualitative and quantitative loci associated with agronomic traits. Results The integrated consensus map covered a total of 1,987.2 cM and represented all 19 chromosomes of the A and C genomes, with an average map density of one marker per 1.46 cM, corresponding to approximately 0.88 Mbp of the haploid genome. Through in silico physical mapping 2,457 out of 3,072 (80%) DArT clones were assigned to the genomic scaffolds of B. rapa (A genome) and B. oleracea (C genome). These were used to orientate the genetic consensus map with the chromosomal sequences. The DArT markers showed linkage with previously identified non-DArT markers associated with qualitative and quantitative trait loci for plant architecture, phenological components, seed and oil quality attributes, boron efficiency, sucrose transport, male sterility, and race-specific resistance to blackleg disease. Conclusions The DArT markers provide increased marker density across the B. napus genome. Most of the DArT markers represented on the current array were sequenced and aligned with the B. rapa and B. oleracea genomes, providing insight into the Brassica A and C genomes. This information can be utilised for comparative genomics and genomic evolution studies. In summary, this consensus map can be used to (i) integrate new generation markers such as SNP arrays and next generation sequencing data; (ii) anchor physical maps to facilitate assembly of B. napus genome sequences; and (iii) identify candidate genes underlying natural genetic variation for traits of interest.
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Affiliation(s)
- Harsh Raman
- EH Graham Centre for Agricultural Innovation (an alliance between NSWDPI and Charles Sturt University), Wagga Wagga Agricultural Institute, Wagga Wagga, NSW 2650, Australia
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Abstract
Meiosis is at the heart of Mendelian heredity. Recently, much progress has been made in the understanding of this process, in various organisms. In the last 15 years, the functional characterization of numerous genes involved in meiosis has dramatically deepened our knowledge of key events, including recombination, the cell cycle, and chromosome distribution. Through a constantly advancing tool set and knowledge base, a number of advances have been made that will allow manipulation of meiosis from a plant breeding perspective. This review focuses on the aspects of meiosis that can be tinkered with to create and propagate new varieties. We would like to dedicate this review to the memory of Simon W. Chan (1974-2012) (http://www.plb.ucdavis.edu/labs/srchan/).
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