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A Novel Strategy for Constructing an Integrated Linkage Map in an F1 Hybrid Population of Populus deltoides and Populus simonii. Genes (Basel) 2022; 13:genes13101731. [PMID: 36292616 PMCID: PMC9601732 DOI: 10.3390/genes13101731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/20/2022] [Accepted: 09/21/2022] [Indexed: 11/17/2022] Open
Abstract
The genetic linkage maps of the traditional F2 population in inbred lines were estimated from the frequency of recombination events in both parents, providing full genetic information for genetic and genomic studies. However, in outbred forest trees, it is almost impossible to generate the F2 population because of their high heterozygosity and long generation times. We proposed a novel strategy to construct an integrated genetic linkage map that contained both parental recombination information, with restriction-site-associated DNA sequencing (RADSeq) data in an F1 hybrid population of Populus deltoides and Populus simonii. We selected a large number of specific RAD tags to construct the linkage map, each of which contained two SNPs, one heterozygous only in the female parent and the other heterozygous only in the male. Consequently, the integrated map contained a total of 1154 RAD tags and 19 linkage groups, with a total length of 5255.49 cM and an average genetic distance of 4.63 cM. Meanwhile, the two parent-specific linkage maps were also constructed with SNPs that were heterozygous in one parent and homozygous in the other. We found that the integrated linkage map was more consensus with the genomic sequences of P. simonii and P. deltoides. Additionally, the likelihood of the marker order in each linkage group of the integrated map was greater than that in both parental maps. The integrated linkage map was more accurate than the parent-specific linkage maps constructed in the same F1 hybrid population, providing a powerful genetic resource for identifying the quantitative trait loci (QTLs) with dominant effects, assembling genomic sequences, and performing comparative genomics in related Populus species. More importantly, this novel strategy can be used in other outbred species to build an integrated linkage map.
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Satake A, Kelly D. Studying the genetic basis of masting. Philos Trans R Soc Lond B Biol Sci 2021; 376:20210116. [PMID: 34657458 PMCID: PMC8520782 DOI: 10.1098/rstb.2021.0116] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2021] [Indexed: 11/12/2022] Open
Abstract
The mechanisms underlying mast seeding have traditionally been studied by collecting long-term observational data on seed crops and correlating seedfall with environmental variables. Significant progress in ecological genomics will improve our understanding of the evolution of masting by clarifying the genetic basis of masting traits and the role of natural selection in shaping those traits. Here, we summarize three important aspects in studying the evolution of masting at the genetic level: which traits govern masting, whether those traits are genetically regulated, and which taxa show wide variation in these traits. We then introduce recent studies on the molecular mechanisms of masting. Those studies measure seasonal changes in gene expression in natural conditions to quantify how multiple environmental factors combine to regulate floral initiation, which in many masting plant species is the single largest contributor to among-year variation in seed crops. We show that Fagaceae offers exceptional opportunities for evolutionary investigations because of its diversity at both the phenotypic and genetic levels and existing documented genome sequences. This article is part of the theme issue 'The ecology and evolution of synchronized seed production in plants'.
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Affiliation(s)
- Akiko Satake
- Department of Biology, Faculty of Science, Kyushu University, Fukuoka 819-0395, Japan
| | - Dave Kelly
- Department of Biological Sciences, University of Canterbury, Christchurch 8140, New Zealand
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Lind BM, Lu M, Obreht Vidakovic D, Singh P, Booker TR, Aitken SN, Yeaman S. Haploid, diploid, and pooled exome capture recapitulate features of biology and paralogy in two non-model tree species. Mol Ecol Resour 2021; 22:225-238. [PMID: 34270863 PMCID: PMC9292622 DOI: 10.1111/1755-0998.13474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 03/18/2021] [Accepted: 04/27/2021] [Indexed: 11/30/2022]
Abstract
Despite their suitability for studying evolution, many conifer species have large and repetitive giga‐genomes (16–31 Gbp) that create hurdles to producing high coverage SNP data sets that capture diversity from across the entirety of the genome. Due in part to multiple ancient whole genome duplication events, gene family expansion and subsequent evolution within Pinaceae, false diversity from the misalignment of paralog copies creates further challenges in accurately and reproducibly inferring evolutionary history from sequence data. Here, we leverage the cost‐saving benefits of pool‐seq and exome‐capture to discover SNPs in two conifer species, Douglas‐fir (Pseudotsuga menziesii var. menziesii (Mirb.) Franco, Pinaceae) and jack pine (Pinus banksiana Lamb., Pinaceae). We show, using minimal baseline filtering, that allele frequencies estimated from pooled individuals show a strong, positive correlation with those estimated by sequencing the same population as individuals (r > .948), on par with such comparisons made in model organisms. Further, we highlight the utility of haploid megagametophyte tissue for identifying sites that are probably due to misaligned paralogs. Together with additional minor filtering, we show that it is possible to remove many of the loci with large frequency estimate discrepancies between individual and pooled sequencing approaches, improving the correlation further (r > .973). Our work addresses bioinformatic challenges in non‐model organisms with large and complex genomes, highlights the use of megagametophyte tissue for the identification of paralogous artefacts, and suggests the combination of pool‐seq and exome capture to be robust for further evolutionary hypothesis testing in these systems.
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Affiliation(s)
- Brandon M Lind
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Mengmeng Lu
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
| | - Dragana Obreht Vidakovic
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Pooja Singh
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
| | - Tom R Booker
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada.,Biodiversity Research Centre, University of British Columbia, Vancouver, BC, Canada
| | - Sally N Aitken
- Department of Forest and Conservation Sciences, Centre for Forest Conservation Genetics, University of British Columbia, Vancouver, BC, Canada
| | - Sam Yeaman
- Department of Biological Sciences, University of Calgary, Calgary, AB, Canada
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De La Torre AR, Wilhite B, Puiu D, St. Clair JB, Crepeau MW, Salzberg SL, Langley CH, Allen B, Neale DB. Dissecting the Polygenic Basis of Cold Adaptation Using Genome-Wide Association of Traits and Environmental Data in Douglas-fir. Genes (Basel) 2021; 12:110. [PMID: 33477542 PMCID: PMC7831106 DOI: 10.3390/genes12010110] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 01/14/2021] [Accepted: 01/15/2021] [Indexed: 02/06/2023] Open
Abstract
Understanding the genomic and environmental basis of cold adaptation is key to understand how plants survive and adapt to different environmental conditions across their natural range. Univariate and multivariate genome-wide association (GWAS) and genotype-environment association (GEA) analyses were used to test associations among genome-wide SNPs obtained from whole-genome resequencing, measures of growth, phenology, emergence, cold hardiness, and range-wide environmental variation in coastal Douglas-fir (Pseudotsuga menziesii). Results suggest a complex genomic architecture of cold adaptation, in which traits are either highly polygenic or controlled by both large and small effect genes. Newly discovered associations for cold adaptation in Douglas-fir included 130 genes involved in many important biological functions such as primary and secondary metabolism, growth and reproductive development, transcription regulation, stress and signaling, and DNA processes. These genes were related to growth, phenology and cold hardiness and strongly depend on variation in environmental variables such degree days below 0c, precipitation, elevation and distance from the coast. This study is a step forward in our understanding of the complex interconnection between environment and genomics and their role in cold-associated trait variation in boreal tree species, providing a baseline for the species' predictions under climate change.
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Affiliation(s)
- Amanda R. De La Torre
- School of Forestry, Northern Arizona University, 200 E. Pine Knoll, Flagstaff, AZ 86011, USA;
| | - Benjamin Wilhite
- School of Forestry, Northern Arizona University, 200 E. Pine Knoll, Flagstaff, AZ 86011, USA;
| | - Daniela Puiu
- Center for Computational Biology, Department of Biomedical Engineering, Computer Science and Biostatistics, John Hopkins University, 3100 Wyman Park Dr, Wyman Park Building, Room S220, Baltimore, MD 21211, USA; (D.P.); (S.L.S.)
| | - John Bradley St. Clair
- USDA Forest Service, Pacific Northwest Research Station, 3200 SW Jefferson Way, Corvallis, OR 97331, USA;
| | - Marc W. Crepeau
- Department of Evolution and Ecology, University of California-Davis, One Shields Avenue, Davis, CA 95616, USA; (M.W.C.); (C.H.L.)
| | - Steven L. Salzberg
- Center for Computational Biology, Department of Biomedical Engineering, Computer Science and Biostatistics, John Hopkins University, 3100 Wyman Park Dr, Wyman Park Building, Room S220, Baltimore, MD 21211, USA; (D.P.); (S.L.S.)
| | - Charles H. Langley
- Department of Evolution and Ecology, University of California-Davis, One Shields Avenue, Davis, CA 95616, USA; (M.W.C.); (C.H.L.)
| | - Brian Allen
- Department of Plant Sciences, University of California-Davis, One Shields Avenue, Davis, CA 95616, USA; (B.A.); (D.B.N.)
| | - David B. Neale
- Department of Plant Sciences, University of California-Davis, One Shields Avenue, Davis, CA 95616, USA; (B.A.); (D.B.N.)
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Tong C, Yao D, Wu H, Chen Y, Yang W, Zhao W. High-Quality SNP Linkage Maps Improved QTL Mapping and Genome Assembly in Populus. J Hered 2020; 111:515-530. [PMID: 32930789 PMCID: PMC7751148 DOI: 10.1093/jhered/esaa039] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 09/11/2020] [Indexed: 12/15/2022] Open
Abstract
With the advances in high-throughput sequencing technologies and the development of new software for extracting single nucleotide polymorphisms (SNPs) across a mapping population, it is possible to construct high-quality genetic maps with thousands of SNPs in outbred forest trees. Two parent-specific linkage maps were constructed with restriction site-associated DNA sequencing data from an F1 hybrid population derived from Populus deltoides and Populus simonii, and applied in QTL mapping and genome assembly. The female P. deltoides map contained 4018 SNPs, which were divided into 19 linkage groups under a wide range of LOD thresholds from 7 to 55. The male P. simonii map showed similar characteristics, consisting of 2097 SNPs, which also belonged to 19 linkage groups under LOD thresholds of 7 to 29. The SNP order of each linkage group was optimal among different ordering results from several available software. Moreover, the linkage maps allowed the detection of 39 QTLs underlying tree height and 47 for diameter at breast height. In addition, the linkage maps improved the anchoring of 689 contigs of P. simonii to chromosomes. The 2 parental genetic maps of Populus are of high quality, especially in terms of SNP data quality, the SNP order within linkage groups, and the perfect match between the number of linkage groups and the karyotype of Populus, as well as the excellent performances in QTL mapping and genome assembly. Both approaches for extracting and ordering SNPs could be applied to other species for constructing high-quality genetic maps.
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Affiliation(s)
- Chunfa Tong
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Dan Yao
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Hainan Wu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Yuhua Chen
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Wenguo Yang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Wei Zhao
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
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Genomic Selection for Forest Tree Improvement: Methods, Achievements and Perspectives. FORESTS 2020. [DOI: 10.3390/f11111190] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The breeding of forest trees is only a few decades old, and is a much more complicated, longer, and expensive endeavor than the breeding of agricultural crops. One breeding cycle for forest trees can take 20–30 years. Recent advances in genomics and molecular biology have revolutionized traditional plant breeding based on visual phenotype assessment: the development of different types of molecular markers has made genotype selection possible. Marker-assisted breeding can significantly accelerate the breeding process, but this method has not been shown to be effective for selection of complex traits on forest trees. This new method of genomic selection is based on the analysis of all effects of quantitative trait loci (QTLs) using a large number of molecular markers distributed throughout the genome, which makes it possible to assess the genomic estimated breeding value (GEBV) of an individual. This approach is expected to be much more efficient for forest tree improvement than traditional breeding. Here, we review the current state of the art in the application of genomic selection in forest tree breeding and discuss different methods of genotyping and phenotyping. We also compare the accuracies of genomic prediction models and highlight the importance of a prior cost-benefit analysis before implementing genomic selection. Perspectives for the further development of this approach in forest breeding are also discussed: expanding the range of species and the list of valuable traits, the application of high-throughput phenotyping methods, and the possibility of using epigenetic variance to improve of forest trees.
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Sullivan AR, Eldfjell Y, Schiffthaler B, Delhomme N, Asp T, Hebelstrup KH, Keech O, Öberg L, Møller IM, Arvestad L, Street NR, Wang XR. The Mitogenome of Norway Spruce and a Reappraisal of Mitochondrial Recombination in Plants. Genome Biol Evol 2020; 12:3586-3598. [PMID: 31774499 PMCID: PMC6944214 DOI: 10.1093/gbe/evz263] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/25/2019] [Indexed: 02/07/2023] Open
Abstract
Plant mitogenomes can be difficult to assemble because they are structurally dynamic and prone to intergenomic DNA transfers, leading to the unusual situation where an organelle genome is far outnumbered by its nuclear counterparts. As a result, comparative mitogenome studies are in their infancy and some key aspects of genome evolution are still known mainly from pregenomic, qualitative methods. To help address these limitations, we combined machine learning and in silico enrichment of mitochondrial-like long reads to assemble the bacterial-sized mitogenome of Norway spruce (Pinaceae: Picea abies). We conducted comparative analyses of repeat abundance, intergenomic transfers, substitution and rearrangement rates, and estimated repeat-by-repeat homologous recombination rates. Prompted by our discovery of highly recombinogenic small repeats in P. abies, we assessed the genomic support for the prevailing hypothesis that intramolecular recombination is predominantly driven by repeat length, with larger repeats facilitating DNA exchange more readily. Overall, we found mixed support for this view: Recombination dynamics were heterogeneous across vascular plants and highly active small repeats (ca. 200 bp) were present in about one-third of studied mitogenomes. As in previous studies, we did not observe any robust relationships among commonly studied genome attributes, but we identify variation in recombination rates as a underinvestigated source of plant mitogenome diversity.
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Affiliation(s)
- Alexis R Sullivan
- Department of Ecology and Environmental Science, Umeå Plant Science Center, Umeå University, Sweden
| | - Yrin Eldfjell
- Science for Life Laboratory, Department of Mathematics, Swedish e-Science Research Centre, Stockholm University, Sweden
| | - Bastian Schiffthaler
- Department of Plant Physiology, Umeå Plant Science Center, Umeå University, Sweden
| | - Nicolas Delhomme
- Department of Forest Genetics and Plant Physiology, Umeå Plant Science Center, Swedish University of Agricultural Sciences, Umeå, Sweden
| | - Torben Asp
- Department of Molecular Biology and Genetics, Aarhus University, Slagelse, Denmark
| | | | - Olivier Keech
- Department of Plant Physiology, Umeå Plant Science Center, Umeå University, Sweden
| | - Lisa Öberg
- Oldtjikko Photo Art & Science, Duved, Sweden
| | - Ian Max Møller
- Department of Molecular Biology and Genetics, Aarhus University, Slagelse, Denmark
| | - Lars Arvestad
- Science for Life Laboratory, Department of Mathematics, Swedish e-Science Research Centre, Stockholm University, Sweden
| | - Nathaniel R Street
- Department of Plant Physiology, Umeå Plant Science Center, Umeå University, Sweden
| | - Xiao-Ru Wang
- Department of Ecology and Environmental Science, Umeå Plant Science Center, Umeå University, Sweden
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Combining transcriptomics and genetic linkage based information to identify candidate genes associated with Heterobasidion-resistance in Norway spruce. Sci Rep 2020; 10:12711. [PMID: 32728135 PMCID: PMC7391732 DOI: 10.1038/s41598-020-69386-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 07/07/2020] [Indexed: 11/08/2022] Open
Abstract
The Heterobasidion annosum s.l species complex comprises the most damaging forest pathogens to Norway spruce. We revisited previously identified Quantitative Trait Loci (QTLs) related to Heterobasidion-resistance in Norway spruce to identify candidate genes associated with these QTLs. We identified 329 candidate genes associated with the resistance QTLs using a gene-based composite map for Pinaceae. To evaluate the transcriptional responses of these candidate genes to H. parviporum, we inoculated Norway spruce plants and sequenced the transcriptome of the interaction at 3 and 7 days post inoculation. Out of 298 expressed candidate genes 124 were differentially expressed between inoculation and wounding control treatment. Interestingly, PaNAC04 and two of its paralogs in the subgroup III-3 of the NAC family transcription factors were found to be associated with one of the QTLs and was also highly induced in response to H. parviporum. These genes are possibly involved in the regulation of biosynthesis of flavonoid compounds. Furthermore, several of the differentially expressed candidate genes were associated with the phenylpropanoid pathway including a phenylalanine ammonia-lyase, a cinnamoyl-CoA reductase, a caffeoyl-CoA O-methyltransferase and a PgMYB11-like transcription factor gene. Combining transcriptome and genetic linkage analyses can help identifying candidate genes for functional studies and molecular breeding in non-model species.
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Linkage disequilibrium vs. pedigree: Genomic selection prediction accuracy in conifer species. PLoS One 2020; 15:e0232201. [PMID: 32520936 PMCID: PMC7286500 DOI: 10.1371/journal.pone.0232201] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 04/08/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The presupposition of genomic selection (GS) is that predictive accuracies should be based on population-wide linkage disequilibrium (LD). However, in species with large, highly complex genomes the limitation of marker density may preclude the ability to resolve LD accurately enough for GS. Here we investigate such an effect in two conifer species with ~ 20 Gbp genomes, Douglas-fir (Pseudotsuga menziesii Mirb. (Franco)) and Interior spruce (Picea glauca (Moench) Voss x Picea engelmannii Parry ex Engelm.). Random sampling of markers was performed to obtain SNP sets with totals in the range of 200-50,000, this was replicated 10 times. Ridge Regression Best Linear Unbiased Predictor (RR-BLUP) was deployed as the GS method to test these SNP sets, and 10-fold cross-validation was performed on 1,321 Douglas-fir trees, representing 37 full-sib F1 families and on 1,126 Interior spruce trees, representing 25 open-pollinated (half-sib) families. Both trials are located on 3 sites in British Columbia, Canada. RESULTS As marker number increased, so did GS predictive accuracy for both conifer species. However, a plateau in the gain of accuracy became apparent around 10,000-15,000 markers for both Douglas-fir and Interior spruce. Despite random marker selection, little variation in predictive accuracy was observed across replications. On average, Douglas-fir prediction accuracies were higher than those of Interior spruce, reflecting the difference between full- and half-sib families for Douglas-fir and Interior spruce populations, respectively, as well as their respective effective population size. CONCLUSIONS Although possibly advantageous within an advanced breeding population, reducing marker density cannot be recommended for carrying out GS in conifers. Significant LD between markers and putative causal variants was not detected using 50,000 SNPS, and GS was enabled only through the tracking of relatedness in the populations studied. Dramatically increasing marker density would enable said markers to better track LD with causal variants in these large, genetically diverse genomes; as well as providing a model that could be used across populations, breeding programs, and traits.
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Abstract
Genomic analysis in Juglans (walnuts) is expected to transform the breeding and agricultural production of both nuts and lumber. To that end, we report here the determination of reference sequences for six additional relatives of Juglans regia: Juglans sigillata (also from section Dioscaryon), Juglans nigra, Juglans microcarpa, Juglans hindsii (from section Rhysocaryon), Juglans cathayensis (from section Cardiocaryon), and the closely related Pterocarya stenoptera. While these are ‘draft’ genomes, ranging in size between 640Mbp and 990Mbp, their contiguities and accuracies can support powerful annotations of genomic variation that are often the foundation of new avenues of research and breeding. We annotated nucleotide divergence and synteny by creating complete pairwise alignments of each reference genome to the remaining six. In addition, we have re-sequenced a sample of accessions from four Juglans species (including regia). The variation discovered in these surveys comprises a critical resource for experimentation and breeding, as well as a solid complementary annotation. To demonstrate the potential of these resources the structural and sequence variation in and around the polyphenol oxidase loci, PPO1 and PPO2 were investigated. As reported for other seed crops variation in this gene is implicated in the domestication of walnuts. The apparently Juglandaceae specific PPO1 duplicate shows accelerated divergence and an excess of amino acid replacement on the lineage leading to accessions of the domesticated nut crop species, Juglans regia and sigillata.
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Tao S, Wu J, Yao D, Chen Y, Yang W, Tong C. Identification of recombination events in outbred species with next-generation sequencing data. BMC Genomics 2018; 19:398. [PMID: 29801431 PMCID: PMC5970487 DOI: 10.1186/s12864-018-4791-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Accepted: 05/14/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Meiotic recombination events include crossovers and non-crossovers or gene conversions. Although the rate of crossovers is often used for genetic mapping, the gene conversion events are not well studied especially in outbred species, which could produce distorted markers and thus affect the precision of genetic maps. RESULTS We proposed a strategy for identifying gene conversion events in Populus with the next-generation sequencing (NGS) data from the two parents and their progeny in an F1 hybrid population. The strategy first involved phasing the heterozygous SNPs of the parents to obtain the parental haplotype blocks by NGS analytical tools, permitting to identify the parental gene conversion events with progeny genotypes. By incorporating available genetic linkage maps, longer haplotype blocks each corresponding to a chromosome can be created, not only allowing to detect crossover events but also possibly to locate a crossover in a small region. Our analysis revealed that gene conversions are more abundant than crossovers in Populus, with a higher probability to generate distorted markers in the regions involved than in the other regions on genome. The analytical procedures were implemented with Perl scripts as a freely available package, findGCO at https://github.com/tongchf/findGCO . CONCLUSIONS The novel strategy and the new developed Perl package permit to identify gene conversion events with the next-generation sequencing technology in a hybrid population of outbred species. The new method revealed that in a genetic mapping population some distorted genetic markers are possibly due to the gene conversion events.
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Affiliation(s)
- Shentong Tao
- Co-Innovation Center for Sustainable Forestry in South China, College of Forestry, Nanjing Forestry University, No.159, Longpan Road, Xuanwu Qu, Nanjing, 210037, China
| | - Jiyan Wu
- Co-Innovation Center for Sustainable Forestry in South China, College of Forestry, Nanjing Forestry University, No.159, Longpan Road, Xuanwu Qu, Nanjing, 210037, China
| | - Dan Yao
- Co-Innovation Center for Sustainable Forestry in South China, College of Forestry, Nanjing Forestry University, No.159, Longpan Road, Xuanwu Qu, Nanjing, 210037, China
| | - Yuhua Chen
- Co-Innovation Center for Sustainable Forestry in South China, College of Forestry, Nanjing Forestry University, No.159, Longpan Road, Xuanwu Qu, Nanjing, 210037, China
| | - Wenguo Yang
- Co-Innovation Center for Sustainable Forestry in South China, College of Forestry, Nanjing Forestry University, No.159, Longpan Road, Xuanwu Qu, Nanjing, 210037, China
| | - Chunfa Tong
- Co-Innovation Center for Sustainable Forestry in South China, College of Forestry, Nanjing Forestry University, No.159, Longpan Road, Xuanwu Qu, Nanjing, 210037, China.
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Ma Y, Coyne CJ, Grusak MA, Mazourek M, Cheng P, Main D, McGee RJ. Genome-wide SNP identification, linkage map construction and QTL mapping for seed mineral concentrations and contents in pea (Pisum sativum L.). BMC PLANT BIOLOGY 2017; 17:43. [PMID: 28193168 PMCID: PMC5307697 DOI: 10.1186/s12870-016-0956-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Accepted: 12/20/2016] [Indexed: 05/03/2023]
Abstract
BACKGROUND Marker-assisted breeding is now routinely used in major crops to facilitate more efficient cultivar improvement. This has been significantly enabled by the use of next-generation sequencing technology to identify loci and markers associated with traits of interest. While rich in a range of nutritional components, such as protein, mineral nutrients, carbohydrates and several vitamins, pea (Pisum sativum L.), one of the oldest domesticated crops in the world, remains behind many other crops in the availability of genomic and genetic resources. To further improve mineral nutrient levels in pea seeds requires the development of genome-wide tools. The objectives of this research were to develop these tools by: identifying genome-wide single nucleotide polymorphisms (SNPs) using genotyping by sequencing (GBS); constructing a high-density linkage map and comparative maps with other legumes, and identifying quantitative trait loci (QTL) for levels of boron, calcium, iron, potassium, magnesium, manganese, molybdenum, phosphorous, sulfur, and zinc in the seed, as well as for seed weight. RESULTS In this study, 1609 high quality SNPs were found to be polymorphic between 'Kiflica' and 'Aragorn', two parents of an F6-derived recombinant inbred line (RIL) population. Mapping 1683 markers including 75 previously published markers and 1608 SNPs developed from the present study generated a linkage map of size 1310.1 cM. Comparative mapping with other legumes demonstrated that the highest level of synteny was observed between pea and the genome of Medicago truncatula. QTL analysis of the RIL population across two locations revealed at least one QTL for each of the mineral nutrient traits. In total, 46 seed mineral concentration QTLs, 37 seed mineral content QTLs, and 6 seed weight QTLs were discovered. The QTLs explained from 2.4% to 43.3% of the phenotypic variance. CONCLUSION The genome-wide SNPs and the genetic linkage map developed in this study permitted QTL identification for pea seed mineral nutrients that will serve as important resources to enable marker-assisted selection (MAS) for nutritional quality traits in pea breeding programs.
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Affiliation(s)
- Yu Ma
- Department of Horticulture, Washington State University, Pullman, WA USA
| | - Clarice J Coyne
- USDA-ARS Plant Germplasm Introduction and Testing, Pullman, WA USA
| | | | - Michael Mazourek
- Department of Plant Breeding and Genetics, Cornell University, Ithaca, NY USA
| | - Peng Cheng
- Department of Plant Sciences, University of Missouri, Columbia, MO USA
| | - Dorrie Main
- Department of Horticulture, Washington State University, Pullman, WA USA
| | - Rebecca J McGee
- USDA-ARS Grain Legume Genetics and Physiology Research, Pullman, WA USA
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High-density linkage map construction and mapping of seed trait QTLs in chickpea (Cicer arietinum L.) using Genotyping-by-Sequencing (GBS). Sci Rep 2015; 5:17512. [PMID: 26631981 PMCID: PMC4668357 DOI: 10.1038/srep17512] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Accepted: 10/30/2015] [Indexed: 12/18/2022] Open
Abstract
This study reports the use of Genotyping-by-Sequencing (GBS) for large-scale SNP discovery and simultaneous genotyping of recombinant inbred lines (RILs) of an intra-specific mapping population of chickpea contrasting for seed traits. A total of 119,672 raw SNPs were discovered, which after stringent filtering revealed 3,977 high quality SNPs of which 39.5% were present in genic regions. Comparative analysis using physically mapped marker loci revealed a higher degree of synteny with Medicago in comparison to soybean. The SNP genotyping data was utilized to construct one of the most saturated intra-specific genetic linkage maps of chickpea having 3,363 mapped positions including 3,228 SNPs on 8 linkage groups spanning 1006.98 cM at an average inter marker distance of 0.33 cM. The map was utilized to identify 20 quantitative trait loci (QTLs) associated with seed traits accounting for phenotypic variations ranging from 9.97% to 29.71%. Analysis of the genomic sequence corresponding to five robust QTLs led to the identification of 684 putative candidate genes whose expression profiling revealed that 101 genes exhibited seed specific expression. The integrated approach utilizing the identified QTLs along with the available genome and transcriptome could serve as a platform for candidate gene identification for molecular breeding of chickpea.
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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: 14] [Impact Index Per Article: 1.6] [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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15
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A Consensus Genetic Map for Pinus taeda and Pinus elliottii and Extent of Linkage Disequilibrium in Two Genotype-Phenotype Discovery Populations of Pinus taeda. G3-GENES GENOMES GENETICS 2015; 5:1685-94. [PMID: 26068575 PMCID: PMC4528325 DOI: 10.1534/g3.115.019588] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
A consensus genetic map for Pinus taeda (loblolly pine) and Pinus elliottii (slash pine) was constructed by merging three previously published P. taeda maps with a map from a pseudo-backcross between P. elliottii and P. taeda. The consensus map positioned 3856 markers via genotyping of 1251 individuals from four pedigrees. It is the densest linkage map for a conifer to date. Average marker spacing was 0.6 cM and total map length was 2305 cM. Functional predictions of mapped genes were improved by aligning expressed sequence tags used for marker discovery to full-length P. taeda transcripts. Alignments to the P. taeda genome mapped 3305 scaffold sequences onto 12 linkage groups. The consensus genetic map was used to compare the genome-wide linkage disequilibrium in a population of distantly related P. taeda individuals (ADEPT2) used for association genetic studies and a multiple-family pedigree used for genomic selection (CCLONES). The prevalence and extent of LD was greater in CCLONES as compared to ADEPT2; however, extended LD with LGs or between LGs was rare in both populations. The average squared correlations, r2, between SNP alleles less than 1 cM apart were less than 0.05 in both populations and r2 did not decay substantially with genetic distance. The consensus map and analysis of linkage disequilibrium establish a foundation for comparative association mapping and genomic selection in P. taeda and P. elliottii.
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16
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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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17
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Hizume M. Fluorescent banding pattern in chromosomes of Tsuga forrestii and T. sieboldii, Pinaceae. ACTA ACUST UNITED AC 2015. [DOI: 10.3199/iscb.10.95] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Masahiro Hizume
- Faculty of Education, Ehime University, Matsuyama 790-8577, Japan
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18
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Jeong YM, Chung WH, Chung H, Kim N, Park BS, Lim KB, Yu HJ, Mun JH. Comparative analysis of the radish genome based on a conserved ortholog set (COS) of Brassica. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2014; 127:1975-1989. [PMID: 25056003 DOI: 10.1007/s00122-014-2354-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 07/04/2014] [Indexed: 06/03/2023]
Abstract
This manuscript provides a Brassica conserved ortholog set (COS) that can be used as diagnostic cross-species markers as well as tools for genetic mapping and genome comparison of the Brassicaceae. A conserved ortholog set (COS) is a collection of genes that are conserved in both sequence and copy number between closely related genomes. COS is a useful resource for developing gene-based markers and is suitable for comparative genome mapping. We developed a COS for Brassica based on proteome comparisons of Arabidopsis thaliana, B. rapa, and B. oleracea to establish a basis for comparative genome analysis of crop species in the Brassicaceae. A total of 1,194 conserved orthologous single-copy genes were identified from the genomes based on whole-genome BLASTP analysis. Gene ontology analysis showed that most of them encoded proteins with unknown function and chloroplast-related genes were enriched. In addition, 152 Brassica COS primer sets were applied to 16 crop and wild species of the Brassicaceae and 57.9-92.8 % of them were successfully amplified across the species representing that a Brassica COS can be used as diagnostic cross-species markers of diverse Brassica species. We constructed a genetic map of Raphanus sativus by analyzing the segregation of 322 COS genes in an F2 population (93 individuals) of Korean cultivars (WK10039 × WK10024). Comparative genome analysis based on the COS genes showed conserved genome structures between R. sativus and B. rapa with lineage-specific rearrangement and fractionation of triplicated subgenome blocks indicating close evolutionary relationship and differentiation of the genomes. The Brassica COS developed in this study will play an important role in genetic, genomic, and breeding studies of crop Brassicaceae species.
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Affiliation(s)
- Young-Min Jeong
- Department of Life Science, The Catholic University of Korea, Bucheon, 420-743, Korea
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19
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Evolution and biogeography of gymnosperms. Mol Phylogenet Evol 2014; 75:24-40. [DOI: 10.1016/j.ympev.2014.02.005] [Citation(s) in RCA: 121] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2013] [Revised: 02/06/2014] [Accepted: 02/10/2014] [Indexed: 11/20/2022]
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20
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Guan C, Zhang H, Zhang L, Li X, Deng J, Jiang T. Construction of Genetic Linkage Maps of Larch (Larix Kaempferi×Larix Gmelini) by Rapd Markers and Mapping of QTLS for Larch. BIOTECHNOL BIOTEC EQ 2014. [DOI: 10.5504/bbeq.2011.0007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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21
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A high-density gene map of loblolly pine (Pinus taeda L.) based on exome sequence capture genotyping. G3-GENES GENOMES GENETICS 2014; 4:29-37. [PMID: 24192835 PMCID: PMC3887537 DOI: 10.1534/g3.113.008714] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Loblolly pine (Pinus taeda L.) is an economically and ecologically important conifer for which a suite of genomic resources is being generated. Despite recent attempts to sequence the large genome of conifers, their assembly and the positioning of genes remains largely incomplete. The interspecific synteny in pines suggests that a gene-based map would be useful to support genome assemblies and analysis of conifers. To establish a reference gene-based genetic map, we performed exome sequencing of 14729 genes on a mapping population of 72 haploid samples, generating a resource of 7434 sequence variants segregating for 3787 genes. Most markers are single-nucleotide polymorphisms, although short insertions/deletions and multiple nucleotide polymorphisms also were used. Marker segregation in the population was used to generate a high-density, gene-based genetic map. A total of 2841 genes were mapped to pine’s 12 linkage groups with an average of one marker every 0.58 cM. Capture data were used to detect gene presence/absence variations and position 65 genes on the map. We compared the marker order of genes previously mapped in loblolly pine and found high agreement. We estimated that 4123 genes had enough sequencing depth for reliable detection of markers, suggesting a high marker conversation rate of 92% (3787/4123). This is possible because a significant portion of the gene is captured and sequenced, increasing the chances of identifying a polymorphic site for characterization and mapping. This sub-centiMorgan genetic map provides a valuable resource for gene positioning on chromosomes and guide for the assembly of a reference pine genome.
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22
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Weber RW. Allergen of the month-larch. Ann Allergy Asthma Immunol 2013. [PMID: 23176895 DOI: 10.1016/j.anai.2012.10.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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23
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Howe GT, Yu J, Knaus B, Cronn R, Kolpak S, Dolan P, Lorenz WW, Dean JFD. A SNP resource for Douglas-fir: de novo transcriptome assembly and SNP detection and validation. BMC Genomics 2013; 14:137. [PMID: 23445355 PMCID: PMC3673906 DOI: 10.1186/1471-2164-14-137] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2012] [Accepted: 01/31/2013] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Douglas-fir (Pseudotsuga menziesii), one of the most economically and ecologically important tree species in the world, also has one of the largest tree breeding programs. Although the coastal and interior varieties of Douglas-fir (vars. menziesii and glauca) are native to North America, the coastal variety is also widely planted for timber production in Europe, New Zealand, Australia, and Chile. Our main goal was to develop a SNP resource large enough to facilitate genomic selection in Douglas-fir breeding programs. To accomplish this, we developed a 454-based reference transcriptome for coastal Douglas-fir, annotated and evaluated the quality of the reference, identified putative SNPs, and then validated a sample of those SNPs using the Illumina Infinium genotyping platform. RESULTS We assembled a reference transcriptome consisting of 25,002 isogroups (unique gene models) and 102,623 singletons from 2.76 million 454 and Sanger cDNA sequences from coastal Douglas-fir. We identified 278,979 unique SNPs by mapping the 454 and Sanger sequences to the reference, and by mapping four datasets of Illumina cDNA sequences from multiple seed sources, genotypes, and tissues. The Illumina datasets represented coastal Douglas-fir (64.00 and 13.41 million reads), interior Douglas-fir (80.45 million reads), and a Yakima population similar to interior Douglas-fir (8.99 million reads). We assayed 8067 SNPs on 260 trees using an Illumina Infinium SNP genotyping array. Of these SNPs, 5847 (72.5%) were called successfully and were polymorphic. CONCLUSIONS Based on our validation efficiency, our SNP database may contain as many as ~200,000 true SNPs, and as many as ~69,000 SNPs that could be genotyped at ~20,000 gene loci using an Infinium II array-more SNPs than are needed to use genomic selection in tree breeding programs. Ultimately, these genomic resources will enhance Douglas-fir breeding and allow us to better understand landscape-scale patterns of genetic variation and potential responses to climate change.
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Affiliation(s)
- Glenn T Howe
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, Oregon, 97331, USA
| | - Jianbin Yu
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, Oregon, 97331, USA
- Current address, DuPont Pioneer International, Willmar, Minnesota, 56201, USA
| | - Brian Knaus
- Pacific Northwest Research Station, USDA Forest Service, Corvallis, Oregon, 97331, USA
| | - Richard Cronn
- Pacific Northwest Research Station, USDA Forest Service, Corvallis, Oregon, 97331, USA
| | - Scott Kolpak
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, Oregon, 97331, USA
| | - Peter Dolan
- Department of Mathematics, University of Minnesota, Morris, MN, USA
| | - W Walter Lorenz
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, Georgia, 30602, USA
| | - Jeffrey FD Dean
- Warnell School of Forestry and Natural Resources, University of Georgia, Athens, Georgia, 30602, USA
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24
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Howe GT, Yu J, Knaus B, Cronn R, Kolpak S, Dolan P, Lorenz WW, Dean JFD. A SNP resource for Douglas-fir: de novo transcriptome assembly and SNP detection and validation. BMC Genomics 2013. [PMID: 23445355 DOI: 10.1186/1471‐2164‐14‐137] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Douglas-fir (Pseudotsuga menziesii), one of the most economically and ecologically important tree species in the world, also has one of the largest tree breeding programs. Although the coastal and interior varieties of Douglas-fir (vars. menziesii and glauca) are native to North America, the coastal variety is also widely planted for timber production in Europe, New Zealand, Australia, and Chile. Our main goal was to develop a SNP resource large enough to facilitate genomic selection in Douglas-fir breeding programs. To accomplish this, we developed a 454-based reference transcriptome for coastal Douglas-fir, annotated and evaluated the quality of the reference, identified putative SNPs, and then validated a sample of those SNPs using the Illumina Infinium genotyping platform. RESULTS We assembled a reference transcriptome consisting of 25,002 isogroups (unique gene models) and 102,623 singletons from 2.76 million 454 and Sanger cDNA sequences from coastal Douglas-fir. We identified 278,979 unique SNPs by mapping the 454 and Sanger sequences to the reference, and by mapping four datasets of Illumina cDNA sequences from multiple seed sources, genotypes, and tissues. The Illumina datasets represented coastal Douglas-fir (64.00 and 13.41 million reads), interior Douglas-fir (80.45 million reads), and a Yakima population similar to interior Douglas-fir (8.99 million reads). We assayed 8067 SNPs on 260 trees using an Illumina Infinium SNP genotyping array. Of these SNPs, 5847 (72.5%) were called successfully and were polymorphic. CONCLUSIONS Based on our validation efficiency, our SNP database may contain as many as ~200,000 true SNPs, and as many as ~69,000 SNPs that could be genotyped at ~20,000 gene loci using an Infinium II array-more SNPs than are needed to use genomic selection in tree breeding programs. Ultimately, these genomic resources will enhance Douglas-fir breeding and allow us to better understand landscape-scale patterns of genetic variation and potential responses to climate change.
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Affiliation(s)
- Glenn T Howe
- Department of Forest Ecosystems and Society, Oregon State University, Corvallis, Oregon 97331, USA.
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25
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Nkongolo K, Mehes-Smith M. Karyotype evolution in the Pinaceae: implication with molecular phylogeny. Genome 2012. [DOI: 10.1139/g2012-061] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The family Pinaceae is made up mostly of diploid species (2n = 24). Systematization of karyotype analysis was developed to make comparison of intra- and interspecific karyotypes among the Pinaceae more accurate and reliable. Considering all parameters, the genera Pseudotsuga and Pseudolarix have the “most derived” (or advanced) and asymmetric karyotypes in the Pinaceae, followed by Larix, Picea, Abies, and Cedrus. The genus Pinus was the “least derived” (or ancestral) of all the genera of the Pinaceae analyzed. Differences in karyotype formulae and asymmetry indices were found among species within the same genera, suggesting that structural changes may have contributed to the diversification of the genus. This review is a detailed analysis of comparative karyotyping based on similar parameters, including numeric data and cytogenetic information. Telomeric sequence repeats and rDNA distribution in the Pinaceae were surveyed. The role of transposition in rDNA chromosome distribution is analyzed. Cytogenetic implications of hybridization between related species are reported. Likewise, the relationships between molecular phylogenetic and karyotype evolution is discussed in light of several reports. Within many genera, chromosomal organization was conserved despite independent molecular divergence and adaptation through the evolutionary history of the species of the Pinaceae.
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Affiliation(s)
- K.K. Nkongolo
- Department of Biology and Biomolecular Science Program, Laurentian University, Sudbury, ON P3E 2C6, Canada
| | - M. Mehes-Smith
- Department of Biology and Biomolecular Science Program, Laurentian University, Sudbury, ON P3E 2C6, Canada
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26
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Pavy N, Pelgas B, Laroche J, Rigault P, Isabel N, Bousquet J. A spruce gene map infers ancient plant genome reshuffling and subsequent slow evolution in the gymnosperm lineage leading to extant conifers. BMC Biol 2012; 10:84. [PMID: 23102090 PMCID: PMC3519789 DOI: 10.1186/1741-7007-10-84] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/26/2012] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Seed plants are composed of angiosperms and gymnosperms, which diverged from each other around 300 million years ago. While much light has been shed on the mechanisms and rate of genome evolution in flowering plants, such knowledge remains conspicuously meagre for the gymnosperms. Conifers are key representatives of gymnosperms and the sheer size of their genomes represents a significant challenge for characterization, sequencing and assembling. RESULTS To gain insight into the macro-organisation and long-term evolution of the conifer genome, we developed a genetic map involving 1,801 spruce genes. We designed a statistical approach based on kernel density estimation to analyse gene density and identified seven gene-rich isochors. Groups of co-localizing genes were also found that were transcriptionally co-regulated, indicative of functional clusters. Phylogenetic analyses of 157 gene families for which at least two duplicates were mapped on the spruce genome indicated that ancient gene duplicates shared by angiosperms and gymnosperms outnumbered conifer-specific duplicates by a ratio of eight to one. Ancient duplicates were much more translocated within and among spruce chromosomes than conifer-specific duplicates, which were mostly organised in tandem arrays. Both high synteny and collinearity were also observed between the genomes of spruce and pine, two conifers that diverged more than 100 million years ago. CONCLUSIONS Taken together, these results indicate that much genomic evolution has occurred in the seed plant lineage before the split between gymnosperms and angiosperms, and that the pace of evolution of the genome macro-structure has been much slower in the gymnosperm lineage leading to extent conifers than that seen for the same period of time in flowering plants. This trend is largely congruent with the contrasted rates of diversification and morphological evolution observed between these two groups of seed plants.
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Affiliation(s)
- Nathalie Pavy
- Canada Research Chair in Forest and Environmental Genomics, Centre for Forest Research and Institute for Systems and Integrative Biology, Université Laval, Québec, Québec G1V 0A6, Canada.
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27
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de Miguel M, de Maria N, Guevara MA, Diaz L, Sáez-Laguna E, Sánchez-Gómez D, Chancerel E, Aranda I, Collada C, Plomion C, Cabezas JA, Cervera MT. Annotated genetic linkage maps of Pinus pinaster Ait. from a Central Spain population using microsatellite and gene based markers. BMC Genomics 2012; 13:527. [PMID: 23036012 PMCID: PMC3534022 DOI: 10.1186/1471-2164-13-527] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2012] [Accepted: 09/26/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Pinus pinaster Ait. is a major resin producing species in Spain. Genetic linkage mapping can facilitate marker-assisted selection (MAS) through the identification of Quantitative Trait Loci and selection of allelic variants of interest in breeding populations. In this study, we report annotated genetic linkage maps for two individuals (C14 and C15) belonging to a breeding program aiming to increase resin production. We use different types of DNA markers, including last-generation molecular markers. RESULTS We obtained 13 and 14 linkage groups for C14 and C15 maps, respectively. A total of 211 and 215 markers were positioned on each map and estimated genome length was between 1,870 and 2,166 cM respectively, which represents near 65% of genome coverage. Comparative mapping with previously developed genetic linkage maps for P. pinaster based on about 60 common markers enabled aligning linkage groups to this reference map. The comparison of our annotated linkage maps and linkage maps reporting QTL information revealed 11 annotated SNPs in candidate genes that co-localized with previously reported QTLs for wood properties and water use efficiency. CONCLUSIONS This study provides genetic linkage maps from a Spanish population that shows high levels of genetic divergence with French populations from which segregating progenies have been previously mapped. These genetic maps will be of interest to construct a reliable consensus linkage map for the species. The importance of developing functional genetic linkage maps is highlighted, especially when working with breeding populations for its future application in MAS for traits of interest.
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Affiliation(s)
- Marina de Miguel
- INIA-CIFOR, Departamento de Ecología y Genética Forestal, Madrid, Spain
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Hudson CJ, Freeman JS, Kullan ARK, Petroli CD, Sansaloni CP, Kilian A, Detering F, Grattapaglia D, Potts BM, Myburg AA, Vaillancourt RE. A reference linkage map for Eucalyptus. BMC Genomics 2012; 13:240. [PMID: 22702473 PMCID: PMC3436727 DOI: 10.1186/1471-2164-13-240] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2012] [Accepted: 06/04/2012] [Indexed: 01/26/2023] Open
Abstract
Background Genetic linkage maps are invaluable resources in plant research. They provide a key tool for many genetic applications including: mapping quantitative trait loci (QTL); comparative mapping; identifying unlinked (i.e. independent) DNA markers for fingerprinting, population genetics and phylogenetics; assisting genome sequence assembly; relating physical and recombination distances along the genome and map-based cloning of genes. Eucalypts are the dominant tree species in most Australian ecosystems and of economic importance globally as plantation trees. The genome sequence of E. grandis has recently been released providing unprecedented opportunities for genetic and genomic research in the genus. A robust reference linkage map containing sequence-based molecular markers is needed to capitalise on this resource. Several high density linkage maps have recently been constructed for the main commercial forestry species in the genus (E. grandis, E. urophylla and E. globulus) using sequenced Diversity Arrays Technology (DArT) and microsatellite markers. To provide a single reference linkage map for eucalypts a composite map was produced through the integration of data from seven independent mapping experiments (1950 individuals) using a marker-merging method. Results The composite map totalled 1107 cM and contained 4101 markers; comprising 3880 DArT, 213 microsatellite and eight candidate genes. Eighty-one DArT markers were mapped to two or more linkage groups, resulting in the 4101 markers being mapped to 4191 map positions. Approximately 13% of DArT markers mapped to identical map positions, thus the composite map contained 3634 unique loci at an average interval of 0.31 cM. Conclusion The composite map represents the most saturated linkage map yet produced in Eucalyptus. As the majority of DArT markers contained on the map have been sequenced, the map provides a direct link to the E. grandis genome sequence and will serve as an important reference for progressing eucalypt research.
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Affiliation(s)
- Corey J Hudson
- School of Plant Science and CRC for Forestry, University of Tasmania, Private Bag 55 Hobart, Tasmania, 7001, Australia.
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Lidder P, Sonnino A. Biotechnologies for the management of genetic resources for food and agriculture. ADVANCES IN GENETICS 2012; 78:1-167. [PMID: 22980921 DOI: 10.1016/b978-0-12-394394-1.00001-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
In recent years, the land area under agriculture has declined as also has the rate of growth in agricultural productivity while the demand for food continues to escalate. The world population now stands at 7 billion and is expected to reach 9 billion in 2045. A broad range of agricultural genetic diversity needs to be available and utilized in order to feed this growing population. Climate change is an added threat to biodiversity that will significantly impact genetic resources for food and agriculture (GRFA) and food production. There is no simple, all-encompassing solution to the challenges of increasing productivity while conserving genetic diversity. Sustainable management of GRFA requires a multipronged approach, and as outlined in the paper, biotechnologies can provide powerful tools for the management of GRFA. These tools vary in complexity from those that are relatively simple to those that are more sophisticated. Further, advances in biotechnologies are occurring at a rapid pace and provide novel opportunities for more effective and efficient management of GRFA. Biotechnology applications must be integrated with ongoing conventional breeding and development programs in order to succeed. Additionally, the generation, adaptation, and adoption of biotechnologies require a consistent level of financial and human resources and appropriate policies need to be in place. These issues were also recognized by Member States at the FAO international technical conference on Agricultural Biotechnologies for Developing Countries (ABDC-10), which took place in March 2010 in Mexico. At the end of the conference, the Member States reached a number of key conclusions, agreeing, inter alia, that developing countries should significantly increase sustained investments in capacity building and the development and use of biotechnologies to maintain the natural resource base; that effective and enabling national biotechnology policies and science-based regulatory frameworks can facilitate the development and appropriate use of biotechnologies in developing countries; and that FAO and other relevant international organizations and donors should significantly increase their efforts to support the strengthening of national capacities in the development and appropriate use of pro-poor agricultural biotechnologies.
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Affiliation(s)
- Preetmoninder Lidder
- Office of Knowledge Exchange, Research and Extension, Research and Extension Branch, Food and Agriculture Organization of the UN (FAO), Viale delle Terme di Caracalla, Rome, Italy
| | - Andrea Sonnino
- Office of Knowledge Exchange, Research and Extension, Research and Extension Branch, Food and Agriculture Organization of the UN (FAO), Viale delle Terme di Caracalla, Rome, Italy
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Abril N, Gion JM, Kerner R, Müller-Starck G, Cerrillo RMN, Plomion C, Renaut J, Valledor L, Jorrin-Novo JV. Proteomics research on forest trees, the most recalcitrant and orphan plant species. PHYTOCHEMISTRY 2011; 72:1219-42. [PMID: 21353265 DOI: 10.1016/j.phytochem.2011.01.005] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2010] [Revised: 12/27/2010] [Accepted: 01/06/2011] [Indexed: 05/06/2023]
Abstract
The contribution of proteomics to the knowledge of forest tree (the most recalcitrant and almost forgotten plant species) biology is being reviewed and discussed, based on the author's own research work and papers published up to November 2010. This review is organized in four introductory sections starting with the definition of forest trees (1), the description of the environmental and economic importance (2) and its derived current priorities and research lines for breeding and conservation (3) including forest tree genomics (4). These precede the main body of this review: a general overview to proteomics (5) for introducing the forest tree proteomics section (6). Proteomics, defined as scientific discipline or experimental approach, it will be discussed both from a conceptual and methodological point of view, commenting on realities, challenges and limitations. Proteomics research in woody plants is limited to a reduced number of genera, including Pinus, Picea, Populus, Eucalyptus, and Fagus, mainly using first-generation approaches, e.g., those based on two-dimensional electrophoresis coupled to mass spectrometry. This area joins the own limitations of the technique and the difficulty and recalcitrance of the plant species as an experimental system. Furthermore, it contributes to a deeper knowledge of some biological processes, namely growth, development, organogenesis, and responses to stresses, as it is also used in the characterization and cataloguing of natural populations and biodiversity (proteotyping) and in assisting breeding programmes.
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Affiliation(s)
- Nieves Abril
- Dpt. of Biochemistry and Molecular Biology, ETSIAM, University of Cordoba, Campus de Rabanales, Ed. Severo Ochoa, Cordoba, Spain
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Heslop-Harrison JSP, Schwarzacher T. Organisation of the plant genome in chromosomes. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2011; 66:18-33. [PMID: 21443620 DOI: 10.1111/j.1365-313x.2011.04544.x] [Citation(s) in RCA: 153] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The plant genome is organized into chromosomes that provide the structure for the genetic linkage groups and allow faithful replication, transcription and transmission of the hereditary information. Genome sizes in plants are remarkably diverse, with a 2350-fold range from 63 to 149,000 Mb, divided into n=2 to n= approximately 600 chromosomes. Despite this huge range, structural features of chromosomes like centromeres, telomeres and chromatin packaging are well-conserved. The smallest genomes consist of mostly coding and regulatory DNA sequences present in low copy, along with highly repeated rDNA (rRNA genes and intergenic spacers), centromeric and telomeric repetitive DNA and some transposable elements. The larger genomes have similar numbers of genes, with abundant tandemly repeated sequence motifs, and transposable elements alone represent more than half the DNA present. Chromosomes evolve by fission, fusion, duplication and insertion events, allowing evolution of chromosome size and chromosome number. A combination of sequence analysis, genetic mapping and molecular cytogenetic methods with comparative analysis, all only becoming widely available in the 21st century, is elucidating the exact nature of the chromosome evolution events at all timescales, from the base of the plant kingdom, to intraspecific or hybridization events associated with recent plant breeding. As well as being of fundamental interest, understanding and exploiting evolutionary mechanisms in plant genomes is likely to be a key to crop development for food production.
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Nucleotide Diversities and Genetic Relationship in the Three Japanese Pine Species; Pinus thunbergii, Pinus densiflora, and Pinus luchuensis. DIVERSITY-BASEL 2011. [DOI: 10.3390/d3010121] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Abstract
Over the past two decades, research in forest tree genomics has lagged behind that of model and agricultural systems. However, genomic research in forest trees is poised to enter into an important and productive phase owing to the advent of next-generation sequencing technologies, the enormous genetic diversity in forest trees and the need to mitigate the effects of climate change. Research on long-lived woody perennials is extending our molecular knowledge of complex life histories and adaptations to the environment - enriching a field that has traditionally drawn biological inference from a few short-lived herbaceous species.
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Affiliation(s)
- David B Neale
- Department of Plant Sciences, University of California, Davis, California 95616, USA.
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Echt CS, Saha S, Krutovsky KV, Wimalanathan K, Erpelding JE, Liang C, Nelson CD. An annotated genetic map of loblolly pine based on microsatellite and cDNA markers. BMC Genet 2011; 12:17. [PMID: 21269494 PMCID: PMC3038140 DOI: 10.1186/1471-2156-12-17] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2010] [Accepted: 01/26/2011] [Indexed: 12/21/2022] Open
Abstract
Background Previous loblolly pine (Pinus taeda L.) genetic linkage maps have been based on a variety of DNA polymorphisms, such as AFLPs, RAPDs, RFLPs, and ESTPs, but only a few SSRs (simple sequence repeats), also known as simple tandem repeats or microsatellites, have been mapped in P. taeda. The objective of this study was to integrate a large set of SSR markers from a variety of sources and published cDNA markers into a composite P. taeda genetic map constructed from two reference mapping pedigrees. A dense genetic map that incorporates SSR loci will benefit complete pine genome sequencing, pine population genetics studies, and pine breeding programs. Careful marker annotation using a variety of references further enhances the utility of the integrated SSR map. Results The updated P. taeda genetic map, with an estimated genome coverage of 1,515 cM(Kosambi) across 12 linkage groups, incorporated 170 new SSR markers and 290 previously reported SSR, RFLP, and ESTP markers. The average marker interval was 3.1 cM. Of 233 mapped SSR loci, 84 were from cDNA-derived sequences (EST-SSRs) and 149 were from non-transcribed genomic sequences (genomic-SSRs). Of all 311 mapped cDNA-derived markers, 77% were associated with NCBI Pta UniGene clusters, 67% with RefSeq proteins, and 62% with functional Gene Ontology (GO) terms. Duplicate (i.e., redundant accessory) and paralogous markers were tentatively identified by evaluating marker sequences by their UniGene cluster IDs, clone IDs, and relative map positions. The average gene diversity, He, among polymorphic SSR loci, including those that were not mapped, was 0.43 for 94 EST-SSRs and 0.72 for 83 genomic-SSRs. The genetic map can be viewed and queried at http://www.conifergdb.org/pinemap. Conclusions Many polymorphic and genetically mapped SSR markers are now available for use in P. taeda population genetics, studies of adaptive traits, and various germplasm management applications. Annotating mapped genes with UniGene clusters and GO terms allowed assessment of redundant and paralogous EST markers and further improved the quality and utility of the genetic map for P. taeda.
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Affiliation(s)
- Craig S Echt
- Southern Institute of Forest Genetics, Southern Research Station, USDA Forest Service, Saucier, MS 39574, USA.
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Mehes-Smith M, Michael P, Nkongolo K. Species-diagnostic and species-specific DNA sequences evenly distributed throughout pine and spruce chromosomes. Genome 2010; 53:769-77. [PMID: 20962883 DOI: 10.1139/g10-065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Genome organization in the family Pinaceae is complex and largely unknown. The main purpose of the present study was to develop and physically map species-diagnostic and species-specific molecular markers in pine and spruce. Five RAPD (random amplified polymorphic DNA) and one ISSR (inter-simple sequence repeat) species-diagnostic or species-specific markers for Picea mariana, Picea rubens, Pinus strobus, or Pinus monticola were identified, cloned, and sequenced. In situ hybridization of these sequences to spruce and pine chromosomes showed the sequences to be present in high copy number and evenly distributed throughout the genome. The analysis of centromeric and telomeric regions revealed the absence of significant clustering of species-diagnostic and species-specific sequences in all the chromosomes of the four species studied. Both RAPD and ISSR markers showed similar patterns.
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Affiliation(s)
- Melanie Mehes-Smith
- Biomolecular Sciences, Department of Biology, Laurentian University, Sudbury, ON, Canada
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Kang BY, Mann IK, Major JE, Rajora OP. Near-saturated and complete genetic linkage map of black spruce (Picea mariana). BMC Genomics 2010; 11:515. [PMID: 20868486 PMCID: PMC2997009 DOI: 10.1186/1471-2164-11-515] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2010] [Accepted: 09/24/2010] [Indexed: 11/17/2022] Open
Abstract
Background Genetic maps provide an important genomic resource for understanding genome organization and evolution, comparative genomics, mapping genes and quantitative trait loci, and associating genomic segments with phenotypic traits. Spruce (Picea) genomics work is quite challenging, mainly because of extremely large size and highly repetitive nature of its genome, unsequenced and poorly understood genome, and the general lack of advanced-generation pedigrees. Our goal was to construct a high-density genetic linkage map of black spruce (Picea mariana, 2n = 24), which is a predominant, transcontinental species of the North American boreal and temperate forests, with high ecological and economic importance. Results We have developed a near-saturated and complete genetic linkage map of black spruce using a three-generation outbred pedigree and amplified fragment length polymorphism (AFLP), selectively amplified microsatellite polymorphic loci (SAMPL), expressed sequence tag polymorphism (ESTP), and microsatellite (mostly cDNA based) markers. Maternal, paternal, and consensus genetic linkage maps were constructed. The maternal, paternal, and consensus maps in our study consistently coalesced into 12 linkage groups, corresponding to the haploid chromosome number (1n = 1x = 12) of 12 in the genus Picea. The maternal map had 816 and the paternal map 743 markers distributed over 12 linkage groups each. The consensus map consisted of 1,111 markers distributed over 12 linkage groups, and covered almost the entire (> 97%) black spruce genome. The mapped markers included 809 AFLPs, 255 SAMPL, 42 microsatellites, and 5 ESTPs. Total estimated length of the genetic map was 1,770 cM, with an average of one marker every 1.6 cM. The maternal, paternal and consensus genetic maps aligned almost perfectly. Conclusion We have constructed the first high density to near-saturated genetic linkage map of black spruce, with greater than 97% genome coverage. Also, this is the first genetic map based on a three-generation outbred pedigree in the genus Picea. The genome length in P. mariana is likely to be about 1,800 cM. The genetic maps developed in our study can serve as a reference map for various genomics studies and applications in Picea and Pinaceae.
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Affiliation(s)
- Bum-Yong Kang
- Department of Biology, Life Sciences Centre, Dalhousie University, Halifax, Canada
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Frederico AM, Zavattieri MA, Campos MD, Cardoso HG, McDonald AE, Arnholdt-Schmitt B. The gymnosperm Pinus pinea contains both AOX gene subfamilies, AOX1 and AOX2. PHYSIOLOGIA PLANTARUM 2009; 137:566-77. [PMID: 19863755 DOI: 10.1111/j.1399-3054.2009.01279.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The gymnosperm Pinus pinea L. (stone pine) is a typical Mediterranean pine used for nuts and timber production, and as an ornamental around the world. Pine genomes are large in comparison to other species. The hypothesis that retrotransposons, such as gymny, made a large contribution to this alteration in genome size was recently confirmed. However, P. pinea is unique in other various aspects. P. pinea demonstrates a different pattern of gymny organization than other Pinus subgenera. Additionally, P. pinea has a highly recalcitrant behaviour in relation to standard conifer protocols for the induction of somatic embryogenesis or rooting. Because such types of cell reprogramming can be explained as a reaction of plant cells to external stress, it is of special interest to study sequence peculiarities in stress-inducible genes, such as the alternative oxidase (AOX). This is the first report containing molecular evidence for the existence of AOX in gymnosperms at the genetic level. P. pinea AOXs were isolated by a polymerase chain reaction (PCR) approach and three genes were identified. Two of the genes belong to the AOX1 subfamily and one belongs to the AOX2 subfamily. The existence of both AOX subfamilies in gymnosperms is reported here for the first time. This discovery supports the hypothesis that AOX1 and AOX2 subfamilies arose prior to the separation of gymnosperms and angiosperms, and indicates that the AOX2 is absent in monocots because of subsequent gene loss events. Polymorphic P. pinea AOX1 sequences from a selected genetic clone are presented indicating non-allelic, non-synonymous and synonymous translation products.
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Cabrera A, Kozik A, Howad W, Arus P, Iezzoni AF, van der Knaap E. Development and bin mapping of a Rosaceae Conserved Ortholog Set (COS) of markers. BMC Genomics 2009; 10:562. [PMID: 19943965 PMCID: PMC2789105 DOI: 10.1186/1471-2164-10-562] [Citation(s) in RCA: 58] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2009] [Accepted: 11/29/2009] [Indexed: 12/28/2022] Open
Abstract
Background Detailed comparative genome analyses within the economically important Rosaceae family have not been conducted. This is largely due to the lack of conserved gene-based molecular markers that are transferable among the important crop genera within the family [e.g. Malus (apple), Fragaria (strawberry), and Prunus (peach, cherry, apricot and almond)]. The lack of molecular markers and comparative whole genome sequence analysis for this family severely hampers crop improvement efforts as well as QTL confirmation and validation studies. Results We identified a set of 3,818 rosaceaous unigenes comprised of two or more ESTs that correspond to single copy Arabidopsis genes. From this Rosaceae Conserved Orthologous Set (RosCOS), 1039 were selected from which 857 were used for the development of intron-flanking primers and allele amplification. This led to successful amplification and subsequent mapping of 613 RosCOS onto the Prunus TxE reference map resulting in a genome-wide coverage of 0.67 to 1.06 gene-based markers per cM per linkage group. Furthermore, the RosCOS primers showed amplification success rates from 23 to 100% across the family indicating that a substantial part of the RosCOS primers can be directly employed in other less studied rosaceaous crops. Comparisons of the genetic map positions of the RosCOS with the physical locations of the orthologs in the Populus trichocarpa genome identified regions of colinearity between the genomes of Prunus-Rosaceae and Populus-Salicaceae. Conclusion Conserved orthologous genes are extremely useful for the analysis of genome evolution among closely and distantly related species. The results presented in this study demonstrate the considerable potential of the mapped Prunus RosCOS for genome-wide marker employment and comparative whole genome studies within the Rosaceae family. Moreover, these markers will also function as useful anchor points for the genome sequencing efforts currently ongoing in this family as well as for comparative QTL analyses.
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Affiliation(s)
- Antonio Cabrera
- Department of Horticulture and Crop Science, The Ohio State University/Ohio Agricultural Research and Development Center, Wooster, OH 44691, USA.
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Willyard A, Cronn R, Liston A. Reticulate evolution and incomplete lineage sorting among the ponderosa pines. Mol Phylogenet Evol 2009; 52:498-511. [DOI: 10.1016/j.ympev.2009.02.011] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2009] [Revised: 02/10/2009] [Accepted: 02/13/2009] [Indexed: 10/21/2022]
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Multilocus patterns of nucleotide diversity and divergence reveal positive selection at candidate genes related to cold hardiness in coastal Douglas Fir (Pseudotsuga menziesii var. menziesii). Genetics 2009; 183:289-98. [PMID: 19596906 DOI: 10.1534/genetics.109.103895] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Forest trees exhibit remarkable adaptations to their environments. The genetic basis for phenotypic adaptation to climatic gradients has been established through a long history of common garden, provenance, and genecological studies. The identities of genes underlying these traits, however, have remained elusive and thus so have the patterns of adaptive molecular diversity in forest tree genomes. Here, we report an analysis of diversity and divergence for a set of 121 cold-hardiness candidate genes in coastal Douglas fir (Pseudotsuga menziesii var. menziesii). Application of several different tests for neutrality, including those that incorporated demographic models, revealed signatures of selection consistent with selective sweeps at three to eight loci, depending upon the severity of a bottleneck event and the method used to detect selection. Given the high levels of recombination, these candidate genes are likely to be closely linked to the target of selection if not the genes themselves. Putative homologs in Arabidopsis act primarily to stabilize the plasma membrane and protect against denaturation of proteins at freezing temperatures. These results indicate that surveys of nucleotide diversity and divergence, when framed within the context of further association mapping experiments, will come full circle with respect to their utility in the dissection of complex phenotypic traits into their genetic components.
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Gao FL, Jiang TB. [Construction of genetic linkage maps of silver birch based on AFLP markers]. YI CHUAN = HEREDITAS 2009; 31:213-8. [PMID: 19273431 DOI: 10.3724/sp.j.1005.2009.00213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Based on the inheritance and segregation of amplified fragment length polymorphism (AFLP) markers, the first middensity linkage map for silver birch was constructed using a pseudotestcross mapping strategy. A segregating population including 80 progenies from the cross between Betula platyphylla Suk and B. pendula Roth was obtained. A set of 64 primer combinations were screened, and 34 pair primer combinations were selected to generate AFLP markers within a sample of 80 F1 progenies. A total of 451 segregating sites were identified. Among them, 362 belonged to 1:1 segregating site, and 41 belonged to 3:1 segregating site, 20 belonged to 1:3 segregating site, and others were found distorted from the Mondelian ratio. Altogether 362 sites segregating 1:1 (testcross configuration) were used to construct parent-specific linkage maps, 201 for B. platyphylla and 161 for B. pendula. One linkage maps resulted consisted of 201 marker sites in 14 groups with four or more sites per group, 10 triples and 14 pairs for B. platyphylla, which covered a map distance about 1 296.1 cM (Kosambi units), and the average map distance between adjacent markers was 15.5 cM. Another linkage maps resulted consisted of 161 marker site for B. pendula were mapped onto 17 groups with four or more sites per group, 8 triples and 4 pairs, which covered a map distance about 1 035.8 cM, and the average map distance between adjacent markers was 12 cM. Those maps can be used in QTL analysis and molecular assistant selection in birch breeding.
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Affiliation(s)
- Fu-Ling Gao
- Key Laboratory of Forest Tree Genetic Improvement and Biotechnology, Ministry of Education, Northeast Forestry University, Harbin 150040, China.
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Albrecht E, Chetelat RT. Comparative genetic linkage map of Solanum sect. Juglandifolia: evidence of chromosomal rearrangements and overall synteny with the tomatoes and related nightshades. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2009; 118:831-847. [PMID: 19099284 DOI: 10.1007/s00122-008-0943-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2008] [Accepted: 11/21/2008] [Indexed: 05/27/2023]
Abstract
The two nightshades Solanum ochranthum and S. juglandifolium show genetic and morphological similarities to the tomatoes (Solanum sect. Lycopersicon), but are isolated from them by strong reproductive barriers. Their genetic relationships to tomato and other Solanum species were investigated using comparative genetic linkage maps obtained from an interspecific F(2) S. ochranthum x S. juglandifolium population. Sixty-six plants were screened using a total of 132 markers--CAPs, RFLPs and SSRs--previously mapped in tomato. Twelve linkage groups were identified, generally corresponding to the expected (syntenic) tomato chromosomes, with two exceptions. Chromosome 1 was composed of two linkage groups and chromosomes 8 and 12 were connected in one large linkage group, indicating a likely reciprocal translocation differentiating the two parental genomes. The total map length comprised 790 cM, representing a 42% reduction in recombination rate relative to the tomato reference map. Transmission ratio distortion affected one-third of the genome, with 13 putative TRD loci identified on 9 out of 12 chromosomes. Most regions were collinear with the tomato reference maps, including the long arm of chromosome 10, which is inverted relative to two other tomato-like nightshades, S. lycopersicoides and S. sitiens. The results support the status of S. ochranthum and S. juglandifolium as the nearest outgroup to the tomatoes and imply they are more closely related to cultivated tomato than predicted from crossing relationships, thus encouraging further attempts at hybridization and introgression between them.
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Affiliation(s)
- Elena Albrecht
- Department of Plant Sciences, University of California, One Shields Avenue, Davis, CA 95616, USA.
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Eckert AJ, Pande B, Ersoz ES, Wright MH, Rashbrook VK, Nicolet CM, Neale DB. High-throughput genotyping and mapping of single nucleotide polymorphisms in loblolly pine (Pinus taeda L.). TREE GENETICS & GENOMES 2009. [PMID: 0 DOI: 10.1007/s11295-008-0183-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
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Shepherd M, Williams CG. Comparative mapping among subsectionAustrales(genusPinus, family Pinaceae). Genome 2008; 51:320-31. [DOI: 10.1139/g08-018] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Comparative mapping in conifers has not yet been used to test for small-scale genomic disruptions such as inversions, duplications, and deletions occurring between closely related taxa. Using comparative mapping to probe this smaller scale of inquiry may provide clues about speciation in a phylogenetically problematic taxon, the diploxylon pine subsection Australes (genus Pinus , family Pinaceae). Genetic maps were constructed for two allopatric species of Australes, P. elliottii var. elliottii and P. caribaea var. hondurensis , using microsatellites and an F1hybrid. A third map was generated directly from the meiotic products of an adult F1hybrid, eliminating the need for an F2generation. Numerous small-scale disruptions were detected in addition to synteny and collinearity, and these included (1) map shrinkage, (2) a paracentric inversion, (3) transmission ratio distortion, and (4) mild selection against a parental haplotype. Such cryptic signatures of genomic divergence between closely related interfertile species are useful in elucidating this problematic evolutionary history.
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Affiliation(s)
- Mervyn Shepherd
- CRC Centre for Sustainable Production Forestry, Centre for Plant Conservation Genetics, Southern Cross University, P.O. Box 157, Lismore, NSW 2480, Australia
- Nicholas Institute for Environmental Policy Solutions, Duke University, Box 90328, Durham, NC 27708, USA
| | - Claire G. Williams
- CRC Centre for Sustainable Production Forestry, Centre for Plant Conservation Genetics, Southern Cross University, P.O. Box 157, Lismore, NSW 2480, Australia
- Nicholas Institute for Environmental Policy Solutions, Duke University, Box 90328, Durham, NC 27708, USA
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Neale DB, Ingvarsson PK. Population, quantitative and comparative genomics of adaptation in forest trees. CURRENT OPINION IN PLANT BIOLOGY 2008; 11:149-55. [PMID: 18262830 DOI: 10.1016/j.pbi.2007.12.004] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2007] [Revised: 12/11/2007] [Accepted: 12/19/2007] [Indexed: 05/25/2023]
Abstract
High-throughput DNA sequencing and genotyping technologies have enabled a new generation of research in plant genetics where combined quantitative and population genetic approaches can be used to better understand the relationship between naturally occurring genotypic and phenotypic diversity. Forest trees are highly amenable to such studies because of their combined undomesticated and partially domesticated state. Forest geneticists are using association genetics to dissect complex adaptive traits and discover the underlying genes. In parallel, they are using resequencing of candidate genes and modern population genetics methods to discover genes under natural selection. This combined approach is identifying the most important genes that determine patterns of complex trait adaptation observed in many tree populations.
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Affiliation(s)
- David B Neale
- Department of Plant Sciences, University of California, Davis, Mail Stop 6 and Institute of Forest Genetics, Pacific Southwest Research Station, USDA Forest Service, Davis, CA 95616, USA.
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Affiliation(s)
- Pablo D Rabinowicz
- J. C. Venter Institute, 9712 Medical Center Drive, Rockville, Maryland 20850, USA.
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Leszczyszyn OI, Schmid R, Blindauer CA. Toward a property/function relationship for metallothioneins: Histidine coordination and unusual cluster composition in a zinc-metallothionein from plants. Proteins 2007; 68:922-35. [PMID: 17563107 DOI: 10.1002/prot.21463] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Early cysteine labeled (E(C)) proteins are plant metallothioneins, which were first identified in wheat embryos and are thought to be seed-specific. An exhaustive analysis of expressed sequence tag (EST) entries reveals that homologs are expressed in embryos of both classes of flowering plants (monocotyledons and dicotyledons), but also occur in conifers (gymnosperms) and seed-free spike moss (lycophyta). Mass spectrometric and elemental analysis results indicate that, contrary to the widely propagated number of five, E(C) binds predominantly six zinc ions in at least two zinc-thiolate clusters. 1H and 111Cd NMR experiments suggest that, in contrast to the majority of previously characterized metallothioneins, two conserved histidine residues participate in metal binding. The collected data is consistent with the presence of clusters unprecedented in metallothioneins so far. This novel cluster composition is accompanied by metal-binding properties that are substantially different from other metallothioneins; thus wheat E(C) binds zinc less strongly than either mammalian or cyanobacterial MTs. The unique biochemical properties of wheat E(C) render it ideally suited for a role in zinc donation to nascent proteins during seed development, a role that has been suggested based on the fact that E(C) is induced by the plant hormone abscisic acid, but not by heavy metals. Our results provide a step further toward developing a property/function relationship for metallothioneins.
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Affiliation(s)
- Oksana I Leszczyszyn
- Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom
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Syring J, Farrell K, Businský R, Cronn R, Liston A. Widespread Genealogical Nonmonophyly in Species of Pinus Subgenus Strobus. Syst Biol 2007; 56:163-81. [PMID: 17454973 DOI: 10.1080/10635150701258787] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Phylogenetic relationships among Pinus species from subgenus Strobus remain unresolved despite combined efforts based on nrITS and cpDNA. To provide greater resolution among these taxa, a 900-bp intron from a late embryogenesis abundant (LEA)-like gene (IFG8612)was sequenced from 39 pine species, with two or more alleles representing 33 species. Nineteen of 33 species exhibited allelic nonmonphyly in the strict consensus tree, and 10 deviated significantly from allelic monophyly based on topology incongruence tests. Intraspecific nucleotide diversity ranged from 0.0 to 0.0211, and analysis of variance shows that nucleotide diversity was strongly associated (P < 0.0001)with the degree of species monophyly. Although species nonmonophyly complicates phylogenetic interpretations, this nuclear locus offers greater topological support than previously observed for cpDNA or nrITS. Lacking evidence for hybridization, recombination, or imperfect taxonomy, we feel that incomplete lineage sorting remains the best explanation for the polymorphisms shared among species. Depending on the species, coalescent expectations indicate that reciprocal monophyly will be more likely than paraphyly in 1.71 to 24.0 x 10(6) years, and that complete genome-wide coalescence in these species may require up to 76.3 x 10(6) years. The absence of allelic coalescence is a severe constraint in the application of phylogenetic methods in Pinus, and taxa sharing similar life history traits with Pinus are likely to show species nonmonophyly using nuclear markers.
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Affiliation(s)
- John Syring
- Department of Biological and Physical Sciences, Montana State University-Billings, Billings, Montana 59101, USA.
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Sargent DJ, Rys A, Nier S, Simpson DW, Tobutt KR. The development and mapping of functional markers in Fragaria and their transferability and potential for mapping in other genera. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2007; 114:373-84. [PMID: 17091261 DOI: 10.1007/s00122-006-0441-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2006] [Accepted: 10/19/2006] [Indexed: 05/08/2023]
Abstract
We have developed 46 primer pairs from exon sequences flanking polymorphic introns of 23 Fragaria gene sequences and one Malus sequence deposited in the EMBL database. Sequencing of a set of the PCR products amplified with the novel primer pairs in diploid Fragaria showed the products to be homologous to the sequences from which the primers were originally designed. By scoring the segregation of the 24 genes in two diploid Fragaria progenies FV x FN (F. vesca x F. nubicola F(2)) and 815 x 903BC (F. vesca x F. viridis BC(1)) 29 genetic loci at discrete positions on the seven linkage groups previously characterised could be mapped, bringing to 35 the total number of known function genes mapped in Fragaria. Twenty primer pairs, representing 14 genes, amplified a product of the expected size in both Malus and Prunus. To demonstrate the applicability of these gene-specific loci to comparative mapping in Rosaceae, five markers that displayed clear polymorphism between the parents of a Malus and a Prunus mapping population were selected. The markers were then scored and mapped in at least one of the two additional progenies.
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Affiliation(s)
- D J Sargent
- East Malling Research, New Road, East Malling, Kent, ME19 6BJ, UK.
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