7 research outputs found

    American and european tomato history unveiled using haplotype and GBS analyses

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    Not many historical or archeological records remain from the tomato journey from Solanum pimpinellifolium (SP) to the vintage varieties, however, its domestication, migrations and diversification in Europe can be unveiled using genetic analyses. The study of 628 SP, Solanum lycopersicum var. cerasiforme (SLC), and Solanum lycopersicum var. lycopersicum (SLL) revealed: 1) SP evolved into SLC during a migration from Peru and Ecuador, 2) there is a wild SLC Mesoamerican population, 3) there are no wild SLC populations in Ecuador and Peru, 4) Peruvian and Ecuadorian SLC are an admixture of Mesoamerican SLC and SP, 5) SP introgressions in SLC harbor flowering control and light response genes, 6) at least some Mesoamerican SLL derives from domesticated Peruvian and Ecuadorian SLC. A GBS analysis of 1,254 accessions,Postprint (published version

    Unlocking the European traditional tomato genetic resources

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    The Mediterranean basin countries are considered secondary centres of tomato diversification. However, information on phenotypic and allelic variation of local tomato materials is still limited. To unveil the molecular basis of Southern European tomato phenotypic diversity, we carried out the most comprehensive phenotypic and genomic variability analysis on traditional European tomato by using 1) a collection of 1,499 traditional European tomatoes (TRADITOM collection) and 2) a multipurpose core collection (TCC), comprising 227 European traditional tomato accessions from the original TRADITOM collection, that captured most of genotypic and phenotypic variation and geographical origin present in traditional tomatoPostprint (published version

    The first de novo transcriptome of pepino (Solanum muricatum): assembly, comprehensive analysis and comparison with the closely related species S. caripense, potato and tomato

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    [EN] Background Solanum sect. Basarthrum is phylogenetically very close to potatoes (Solanum sect. Petota) and tomatoes (Solanum sect. Lycopersicon), two groups with great economic importance, and for which Solanum sect. Basarthrum represents a tertiary gene pool for breeding. This section includes the important regional cultigen, the pepino (Solanum muricatum), and several wild species. Among the wild species, S. caripense is prominent due to its major involvement in the origin of pepino and its wide geographical distribution. Despite the value of the pepino as an emerging crop, and the potential for gene transfer from both the pepino and S. caripense to potatoes and tomatoes, there has been virtually no genomic study of these species. Results Using Illumina HiSeq 2000, RNA-Seq was performed with a pool of three tissues (young leaf, flowers in pre-anthesis and mature fruits) from S. muricatum and S. caripense, generating almost 111,000,000 reads among the two species. A high quality de novo transcriptome was assembled from S. muricatum clean reads resulting in 75,832 unigenes with an average length of 704 bp. These unigenes were functionally annotated based on similarity of public databases. We used Blast2GO, to conduct an exhaustive study of the gene ontology, including GO terms, EC numbers and KEGG pathways. Pepino unigenes were compared to both potato and tomato genomes in order to determine their estimated relative position, and to infer gene prediction models. Candidate genes related to traits of interest in other Solanaceae were evaluated by presence or absence and compared with S. caripense transcripts. In addition, by studying five genes, the phylogeny of pepino and five other members of the family, Solanaceae, were studied. The comparison of S. caripense reads against S. muricatum assembled transcripts resulted in thousands of intra- and interspecific nucleotide-level variants. In addition, more than 1000 SSRs were identified in the pepino transcriptome. Conclusions This study represents the first genomic resource for the pepino. We suggest that the data will be useful not only for improvement of the pepino, but also for potato and tomato breeding and gene transfer. The high quality of the transcriptome presented here also facilitates comparative studies in the genus Solanum. The accurate transcript annotation will enable us to figure out the gene function of particular traits of interest. The high number of markers (SSR and nucleotide-level variants) obtained will be useful for breeding programs, as well as studies of synteny, diversity evolution, and phylogeny.Herraiz GarcĂ­a, FJ.; Blanca Postigo, JM.; Ziarsolo Areitioaurtena, P.; Gramazio, P.; Plazas Ávila, MDLO.; Anderson, GJ.; Prohens TomĂĄs, J.... (2016). The first de novo transcriptome of pepino (Solanum muricatum): assembly, comprehensive analysis and comparison with the closely related species S. caripense, potato and tomato. BMC Genomics. 17(321). doi:10.1186/s12864-016-2656-817321Anderson GJ, Jansen RK, Kim Y. The origin and relationships of the pepino, Solanum muricatum (Solanaceae): DNA restriction fragment evidence. Econ Bot. 1996;50:369–80.Anderson GJ, Martine CT, Prohens J, Nuez F. Solanum perlongistylum and S. catilliflorum, new endemic Peruvian species of Solanum, Section Basarthrum, are close relatives of the domesticated pepino, S. muricatum. Novon. 2006;16:161–7.RodrĂ­guez-Burruezo A, Prohens J, Fita AM. Breeding strategies for improving the performance and fruit quality of the pepino (Solanum muricatum): A model for the enhancement of underutilized exotic fruits. Food Res Int. 2011;44:1927–35.Yalçin H. Effect of ripening period on composition of pepino (Solanum muricatum) fruit grown in Turkey. Afr J Biotechnol. 2010;9:3901–3.Abouelnasr H, Li Y-Y, Zhang Z-Y, Liu J-Y, Li S-F, Li D-W, Yu J-L, McBeath JH, Han C-G. First Report of Potato Virus H on Solanum muricatum in China. Plant Dis. 2014;98:1016.Spooner DM, Anderson GJ, Jansen RK. Chloroplast DNA evidence for the interrelationships of tomatoes, potatoes, and pepinos (Solanaceae). Am J Bot. 1993;80:676–88.Sarkinen T, Bohs L, Olmstead RG, Knapp S. A phylogenetic framework for evolutionary study of the nightshades (Solanaceae): a dated 1000-tip tree. BMC Evol Biol. 2013;13:214.Nakitandwe J, Trognitz FCH, Trognitz BR. Genetic mapping of Solanum caripense, a wild relative of pepino dulce, tomato and potato, and a genetic resource for resistance to potato late blight. In: VI International Solanaceae Conference: Genomics Meets Biodiversity 745. 2006. p. 333–42.Sakomoto K, Taguchi T. Regeneration of intergeneric somatic hybrid plants between Lycopersicon esculentum and Solanum muricatum. Theor Appl Genet. 1991;81:509–13.Bernardello LM, Anderson GJ. Karyotypic studies in Solanum section Basarthrum (Solanaceae). Am J Bot. 1990;77:420–31.Arumuganathan K, Earle ED. Nuclear DNA content of some important plant species. Plant Mol Biol Report. 2004;9:208–18.Spooner DM, RodrĂ­guez F, PolgĂĄr Z, Ballard HE, Jansky SH. Genomic origins of potato polyploids: GBSSI gene sequencing data. Crop Sci. 2008;48(Supplement to crop science):27–36.Herraiz FJ, Vilanova S, AndĂșjar I, Torrent D, Plazas M, Gramazio P, Prohens J. Morphological and molecular characterization of local varieties, modern cultivars and wild relatives of an emerging vegetable crop, the pepino (Solanum muricatum), provides insight into its diversity, relationships and breeding history. Euphytica. 2015;206:301–18.Trognitz FC, Trognitz BR. Survey of resistance gene analogs in Solanum caripense, a relative of potato and tomato, and update on R gene genealogy. Mol Genet Genomics. 2005;274:595–605.Hajjar R, Hodgkin T. The use of wild relatives in crop improvement: a survey of developments over the last 20 years. Euphytica. 2007;156:1–13.Doebley JF, Gaut BS, Smith BD. The molecular genetics of crop domestication. Cell. 2006;127:1309–21.Blanca JM, Prohens J, Anderson GJ, Zuriaga E, Canizares J, Nuez F. AFLP and DNA sequence variation in an Andean domesticate, pepino (Solanum muricatum, Solanaceae): implications for evolution and domestication. Am J Bot. 2007;94:1219–29.RodrĂ­guez-Burruezo A, Prohens J, Nuez F. Wild relatives can contribute to the improvement of fruit quality in pepino (Solanum muricatum). Euphytica. 2003;129:311–8.Herraiz FJ, Villaño D, Plazas M, Vilanova S, Ferreres F, Prohens J, Moreno DA. Phenolic profile and biological activities of the pepino (Solanum muricatum) fruit and its wild relative S. caripense. Int J Mol Sci. 2016;17:394.Leiva-Brondo M, Prohens J, Nuez F. Characterization of pepino accessions and hybrids resistant to Tomato mosaic virus (ToMV). J Food Agric Env. 2006;4:138.Nakitandwe J, Trognitz F, Trognitz B. Reliable allele detection using SNP-based PCR primers containing Locked Nucleic Acid: application in genetic mapping. Plant Methods. 2007;3:2.Andrivon D. The origin of Phytophthora infestans populations present in Europe in the 1840s: a critical review of historical and scientific evidence. Plant Pathol. 1996;45:1027–35.Prohens J, Ruiz JJ, Nuez F. The pepino (Solanum muricatum, Solanaceae): A “new” crop with a history. Econ Bot. 1996;50:355–68.Heiser CB. Origin and Variability of the Pepino (Solanum Muricatum). In: Preliminary Report. 1964.Ahmad H, Khan A, Muhammad K, Nadeem MS, Ahmad W, Iqbal S, Nosheen A, Akbar N, Ahmad I, Que Y. Morphogenetic study of pepino and other members of solanaceae family. Am J Plant Sci. 2014;5:3761.Haas BJ, Papanicolaou A, Yassour M, Grabherr M, Blood PD, Bowden J, Couger MB, Eccles D, Li B, Lieber M. De novo transcript sequence reconstruction from RNA-seq using the Trinity platform for reference generation and analysis. Nat Protoc. 2013;8:1494–512.Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, Adiconis X, Fan L, Raychowdhury R, Zeng Q. Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol. 2011;29:644–52.Wang Z, Gerstein M, Snyder M. RNA-Seq: a revolutionary tool for transcriptomics. Nat Rev Genet. 2009;10:57–63.McKain MR, Wickett N, Zhang Y, Ayyampalayam S, McCombie WR, Chase MW, Pires JC, de Pamphilis CW, Leebens-Mack J. Phylogenomic analysis of transcriptome data elucidates co-occurrence of a paleopolyploid event and the origin of bimodal karyotypes in Agavoideae (Asparagaceae). Am J Bot. 2012;99:397–406.Barker MS, Vogel H, Schranz ME. Paleopolyploidy in the Brassicales: analyses of the Cleome transcriptome elucidate the history of genome duplications in Arabidopsis and other Brassicales. Genome Biol Evol. 2009;1:391–9.Rensink W, Lee Y, Liu J, Iobst S, Ouyang S, Buell CR. Comparative analyses of six solanaceous transcriptomes reveal a high degree of sequence conservation and species-specific transcripts. BMC Genomics. 2005;6:124.Koenig D, Jimenez-Gomez JM, Kimura S, Fulop D, Chitwood DH, Headland LR, Kumar R, Covington MF, Devisetty UK, Tat A V, Tohge T, Bolger A, Schneeberger K, Ossowski S, Lanz C, Xiong G, Taylor-Teeples M, Brady SM, Pauly M, Weigel D, Usadel B, Fernie AR, Peng J, Sinha NR, Maloof JN. Comparative transcriptomics reveals patterns of selection in domesticated and wild tomato. Proc Natl Acad Sci U S A. 2013;110:E2655–62.Blanca JM, Cañizares J, Ziarsolo P, Esteras C, Mir G, Nuez F, Garcia-Mas J, PicĂł MB. Melon transcriptome characterization: Simple sequence repeats and single nucleotide polymorphisms discovery for high throughput genotyping across the species. Plant Genome. 2011;4:118–31.Blanca J, Canizares J, Roig C, Ziarsolo P, Nuez F, Pico B. Transcriptome characterization and high throughput SSRs and SNPs discovery in Cucurbita pepo (Cucurbitaceae). BMC Genomics. 2011;12:104.Howe GT, Yu J, Knaus B, Cronn R, Kolpak S, Dolan P, Lorenz WW, Dean JF. A SNP resource for Douglas-fir: de novo transcriptome assembly and SNP detection and validation. BMC Genomics. 2013;14:137.Consortium TG. The tomato genome sequence provides insights into fleshy fruit evolution. Nature. 2012;485:635–41.Potato Genome Sequencing Consortium. Genome sequence and analysis of the tuber crop potato. Nature. 2011;475:189–95.Anderson GJ, Jansen RK. Biosystematic and molecular systematic studies of Solanum section Basarthrum and the origin and relationships of the pepino (S. muricatum). In: Proceedings of the VI Congreso Latinoamericano de botanica: Mar del Plata, Argentina. 1994. p. 2–8.Altschul SF, Madden TL, Schaffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 1997;25:3389–402.Swiss Prot [ http://web.expasy.org/docs/swiss-prot_guideline.html ]. Accessed 29 Apr 2016.SGN release versionITAG2.4 [ ftp://ftp.sgn.cornell.edu/tomato_genome/annotation/ ]. Accessed 29 Apr 2016.Uniref [ http://www.ebi.ac.uk/uniprot/database/download.html ]. Accessed 29 Apr 2016.Wei D-D, Chen E-H, Ding T-B, Chen S-C, Dou W, Wang J-J. De novo assembly, gene annotation, and marker discovery in stored-product pest Liposcelis entomophila (Enderlein) using transcriptome sequences. PLoS One. 2013;8:e80046.Li D, Deng Z, Qin B, Liu X, Men Z. De novo assembly and characterization of bark transcriptome using Illumina sequencing and development of EST-SSR markers in rubber tree (Hevea brasiliensis Muell. Arg.). BMC Genomics. 2012;13:192.Lulin H, Xiao Y, Pei S, Wen T, Shangqin H. The first Illumina-based de novo transcriptome sequencing and analysis of safflower flowers. PLoS One. 2012;7:e38653.Mitraki A, Barge A, Chroboczek J, Andrieu JP, Gagnon J, Ruigrok RWH. Nomenclature committee of the international union of biochemistry and molecular biology (NC-IUBMB). Eur J Biochem. 1999;264:610–50.Sierro N, Battey JN, Ouadi S, Bovet L, Goepfert S, Bakaher N, Peitsch MC, Ivanov N V. Reference genomes and transcriptomes of Nicotiana sylvestris and Nicotiana tomentosiformis. Genome Biol. 2013;14:R60.Garzon-Martinez GA, Zhu ZI, Landsman D, Barrero LS, Marino-Ramirez L. The Physalis peruviana leaf transcriptome: assembly, annotation and gene model prediction. BMC Genomics. 2012;13:151.Wang L, Li J, Zhao J, He C. Evolutionary developmental genetics of fruit morphological variation within the Solanaceae. Front Plant Sci. 2015;6:248.Iseli C, Jongeneel CV, Bucher P. ESTScan: a program for detecting, evaluating, and reconstructing potential coding regions in EST sequences. Proc Int Conf Intell Syst Mol Biol. 1999;99:138–48.Peralta IE, Spooner DM. Granule-bound starch synthase (GBSSI) gene phylogeny of wild tomatoes (Solanum L. section Lycopersicon [Mill.] Wettst. subsection Lycopersicon). Am J Bot. 2001;88:1888–902.Martins TR, Barkman TJ, Smith JF. Reconstruction of Solanaceae phylogeny using the nuclear gene SAMT. Syst Bot. 2005;30:435–47.Tamura K, Stecher G, Peterson D, Filipski A, Kumar S. MEGA6: Molecular Evolutionary Genetics Analysis version 6.0. Mol Biol Evol. 2013;30:2725–9.Wang Y, Diehl A, Wu F, Vrebalov J, Giovannoni J, Siepel A, Tanksley SD. Sequencing and comparative analysis of a conserved syntenic segment in the Solanaceae. Genetics. 2008;180:391–408.Garrison E. FreeBayes. In: Marth Lab. 2010.Collins DW, Jukes TH. Rates of transition and transversion in coding sequences since the human-rodent divergence. Genomics. 1994;20:386–96.Xie F, Burklew CE, Yang Y, Liu M, Xiao P, Zhang B, Qiu D. De novo sequencing and a comprehensive analysis of purple sweet potato (Ipomoea batatas L.) transcriptome. Planta. 2012;236:101–13.Mooers AØ, Holmes EC. The evolution of base composition and phylogenetic inference. Trends Ecol Evol. 2000;15:365–9.Aoki K, Yano K, Suzuki A, Kawamura S, Sakurai N, Suda K, Kurabayashi A, Suzuki T, Tsugane T, Watanabe M, Ooga K, Torii M, Narita T, Shin-I T, Kohara Y, Yamamoto N, Takahashi H, Watanabe Y, Egusa M, Kodama M, Ichinose Y, Kikuchi M, Fukushima S, Okabe A, Arie T, Sato Y, Yazawa K, Satoh S, Omura T, Ezura H, et al. Large-scale analysis of full-length cDNAs from the tomato (Solanum lycopersicum) cultivar Micro-Tom, a reference system for the Solanaceae genomics. BMC Genomics. 2010;11:210.Crookshanks M, Emmersen J, Welinder KG, Nielsen KL. The potato tuber transcriptome: analysis of 6077 expressed sequence tags. FEBS Lett. 2001;506:123–6.Kanehisa M, Goto S. KEGG: kyoto encyclopedia of genes and genomes. Nucleic Acids Res. 2000;28:27–30.Lester RN. Evolutionary relationships of tomato, potato, pepino, and wild species of Lycopersicon and Solanum. In: Hawkes JG, Lester RN, Nee M, Estrad N, editors. Solanaceae III Taxonomy, Chem Evol Kew Linn Soc London. 1991. p. 283–301.Butelli E, Titta L, Giorgio M, Mock H-P, Matros A, Peterek S, Schijlen EGWM, Hall RD, Bovy AG, Luo J, Martin C. Enrichment of tomato fruit with health-promoting anthocyanins by expression of select transcription factors. Nat Biotech. 2008;26:1301–8.ClĂ© C, Hill LM, Niggeweg R, Martin CR, Guisez Y, Prinsen E, Jansen MAK. Modulation of chlorogenic acid biosynthesis in Solanum lycopersicum; consequences for phenolic accumulation and UV-tolerance. Phytochemistry. 2008;69:2149–56.Niggeweg R, Michael AJ, Martin C. Engineering plants with increased levels of the antioxidant chlorogenic acid. Nat Biotechnol. 2004;22:746–54.Prohens J, SĂĄnchez MC, RodrĂ­guez-Burruezo A, CĂĄmara M, Torija E, Nuez F. Morphological and physico-chemical characteristics of fruits of pepino (Solanum muricatum), wild relatives (S. caripense and S. tabanoense) and interspecific hybrids. Implications in pepino breeding. Eur J Hortic Sci. 2005;70:224.Blanca J, Montero-Pau J, Sauvage C, Bauchet G, Illa E, D’iez MJ, Francis D, Causse M, van der Knaap E, Cañizares J. Genomic variation in tomato, from wild ancestors to contemporary breeding accessions. BMC Genomics. 2015;16:1–19.Rong J, Lammers Y, Strasburg JL, Schidlo NS, Ariyurek Y, de Jong TJ, Klinkhamer PGL, Smulders MJM, Vrieling K. New insights into domestication of carrot from root transcriptome analyses. BMC Genomics. 2014;15:895.Swanson-Wagner R, Briskine R, Schaefer R, Hufford MB, Ross-Ibarra J, Myers CL, Tiffin P, Springer NM. Reshaping of the maize transcriptome by domestication. Proc Natl Acad Sci. 2012;109(29):11878–83.Feng Z, Zhang B, Ding W, Liu X, Yang D-L, Wei P, Cao F, Zhu S, Zhang F, Mao Y. Efficient genome editing in plants using a CRISPR/Cas system. Cell Res. 2013;23:1229–32.Park T, Vleeshouwers V, Jacobsen E, Van Der Vossen E, Visser RGF. Molecular breeding for resistance to Phytophthora infestans (Mont.) de Bary in potato (Solanum tuberosum L.): a perspective of cisgenesis. Plant Breed. 2009;128:109–17.Hedges SB, Dudley J, Kumar S. TimeTree: a public knowledge-base of divergence times among organisms. Bioinformatics. 2006;22:2971–2.Zhai L, Xu L, Wang Y, Cheng H, Chen Y, Gong Y, Liu L. Novel and useful genic-SSR markers from de novo transcriptome sequencing of radish (Raphanus sativus L.). Mol Breed. 2014;33:611–24.Ahn Y-K, Tripathi S, Kim J-H, Cho Y-I, Lee H-E, Kim D-S, Woo J-G, Yoon M-K. Microsatellite marker information from high-throughput next-generation sequence data of Capsicum annuum varieties Mandarin and Blackcluster. Sci Hortic. 2014;170:123–30.Metzgar D, Bytof J, Wills C. Selection against frameshift mutations limits microsatellite expansion in coding DNA. Genome Res. 2000;10:72–80.Li Y, Korol AB, Fahima T, Beiles A, Nevo E. Microsatellites: genomic distribution, putative functions and mutational mechanisms: a review. Mol Ecol. 2002;11:2453–65.Varshney RK, Graner A, Sorrells ME. Genic microsatellite markers in plants: features and applications. Trends Biotechnol. 2005;23:48–55.Anderson GJ. The variation and evolution of selected species of Solanum section Basarthrum. Brittonia. 1975;27:209–22.Murray BG, Hammett KRW, Grigg FDW. Seed set and breeding system in the pepino Solanum muricatum Ait., Solanaceae. Sci Hortic (Amsterdam). 1992;49:83–92.Perez-de-Castro AM, Vilanova S, Canizares J, Pascual L, Blanca JM, Diez MJ, Prohens J, Pico B. Application of genomic tools in plant breeding. Curr Genomics. 2012;13:179–95.Ruiz JJ, Prohens J, Nuez F. “Sweet Round” and “Sweet Long”: Two pepino cultivars for Mediterranean, climates. HortSci. 1997;32:751–2.FASTAQC [ http://www.bioinformatics.babraham.ac.uk/projects/fastqc/ ]. Accessed 29 Apr 2016.Langmead B, Salzberg SL. Fast gapped-read alignment with Bowtie 2. Nat Methods. 2012;9:357–9.Li B, Dewey CN. RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinformatics. 2011;12:323.Blanca JM, Pascual L, Ziarsolo P, Nuez F, Cañizares J. ngs_backbone: a pipeline for read cleaning, mapping and SNP calling using Next Generation Sequence. BMC Genomics. 2011;12:1–8.Conesa A, Gotz S. Blast2GO: A comprehensive suite for functional analysis in plant genomics. Int J Plant Genomics. 2008;2008:619832.Lippman ZB, Cohen O, Alvarez JP, Abu-Abied M, Pekker I, Paran I, Eshed Y, Zamir D. The making of a compound inflorescence in tomato and related nightshades. PLoS Biol. 2008;6:e288.Zhang Y, Hu Z, Chu G, Huang C, Tian S, Zhao Z, Chen G. Anthocyanin accumulation and molecular analysis of anthocyanin biosynthesis-associated genes in eggplant (Solanum melongena L.). J Agric Food Chem. 2014;62:2906–12.Kohara A, Nakajima C, Hashimoto K, Ikenaga T, Tanaka H, Shoyama Y, Yoshida S, Muranaka T. A novel glucosyltransferase involved in steroid saponin biosynthesis in Solanum aculeatissimum. Plant Mol Biol. 2005;57:225–39.Gramazio P, Prohens J, Plazas M, Andujar I, Herraiz FJ, Castillo E, Knapp S, Meyer RS, Vilanova S. Location of chlorogenic acid biosynthesis pathway and polyphenol oxidase genes in a new interspecific anchored linkage map of eggplant. BMC Plant Biol. 2014;14:350–014–0350–z.Klann E, Yelle S, Bennett AB. Tomato fruit Acid invertase complementary DNA: nucleotide and deduced amino Acid sequences. Plant Physiol. 1992;99:351–3.Lam Cheng KL. Golden2--like (GLK2) Transcription Factor: Developmental Control of Tomato Fruit Photosynthesis and Its Contribution to Ripe Fruit Characteristics. Davis: University of California; 2013.Mott R. EST_GENOME: A program to align spliced DNA sequences to unspliced genomic DNA. Comput Appl Biosci. 1997;13:477–8.EMBOSS [ http://www.bioinformatics.nl/emboss-explorer/ ]. Accessed 29 Apr 2016.Krzywinski M, Schein J, Birol I, Connors J, Gascoyne R, Horsman D, Jones SJ, Marra MA. Circos: an information aesthetic for comparative genomics. Genome Res. 2009;19:1639–45.Larkin MA, Blackshields G, Brown NP, Chenna R, McGettigan PA, McWilliam H, Valentin F, Wallace IM, Wilm A, Lopez R, Thompson JD, Gibson TJ, Higgins DG. Clustal W and Clustal X version 2.0. Bioinformatics. 2007;23:2947–8.Abajian C. Sputnik. University of Washington Department of Molecular Biotechnology. 1994.[ http://wheat.pw.usda.gov/ITMI/EST-SSR/LaRota ]. Accessed 29 Apr 2016

    European traditional tomatoes galore: a result of farmers’ selection of a few diversity-rich loci

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    A comprehensive collection of 1254 tomato accessions, corresponding to European traditional and modern varieties, early domesticated varieties, and wild relatives, was analyzed by genotyping by sequencing. A continuous genetic gradient between the traditional and modern varieties was observed. European traditional tomatoes displayed very low genetic diversity, with only 298 polymorphic loci (95% threshold) out of 64 943 total variants. European traditional tomatoes could be classified into several genetic groups. Two main clusters consisting of Spanish and Italian accessions showed higher genetic diversity than the remaining varieties, suggesting that these regions might be independent secondary centers of diversity with a different history. Other varieties seem to be the result of a more recent complex pattern of migrations and hybridizations among the European regions. Several polymorphic loci were associated in a genome-wide association study with fruit morphological traits in the European traditional collection. The corresponding alleles were found to contribute to the distinctive phenotypic characteristic of the genetic varietal groups. The few highly polymorphic loci associated with morphological traits in an otherwise a low-diversity population suggests a history of balancing selection, in which tomato farmers likely maintained the morphological variation by inadvertently applying a high selective pressure within different varietal types.This work was supported by the European Commission H2020 research and innovation program through TRADITOM grant agreement no. 634561, G2P-SOL, grant agreement no. 677379, and HARNESSTOM grant agreement no. 101000716. MP is grateful to the Spanish Ministerio de Ciencia e InnovaciĂłn for a postdoctoral grant (IJC2019-039091-I/AEI/10.13039/501100011033).Postprint (published version

    Transcriptome analysis and molecular marker discovery in Solanum incanum and S. aethiopicum, two close relatives of the common eggplant (Solanum melongena) with interest for breeding

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    [EN] Background: Solanum incanum is a close wild relative of S. melongena with high contents of bioactive phenolics and drought tolerance. S. aethiopicum is a cultivated African eggplant cross-compatible with S. melongena. Despite their great interest in S. melongena breeding programs, the genomic resources for these species are scarce. Results: RNA-Seq was performed with NGS from pooled RNA of young leaf, floral bud and young fruit tissues, generating more than one hundred millions raw reads per species. The transcriptomes were assembled in 83,905 unigenes for S. incanum and in 87,084 unigenes for S. aethiopicum with an average length of 696 and 722 bp, respectively. The unigenes were structurally and functionally annotated based on comparison with public databases by using bioinformatic tools. The single nucleotide variant calling analysis (SNPs and INDELs) was performed by mapping our S. incanum and S. aethiopicum reads, as well as reads from S. melongena and S. torvum available on NCBI database (National Center for Biotechnology Information), against the eggplant genome. Both intraspecific and interspecific polymorphisms were identified and subsets of molecular markers were created for all species combinations. 36 SNVs were selected for validation in the S. incanum and S. aethiopicum accessions and 96 % were correctly amplified confirming the polymorphisms. In addition, 976 and 1,278 SSRs were identified in S. incanum and S. aethiopicum transcriptomes respectively, and a set of them were validated. Conclusions: This work provides a broad insight into gene sequences and allelic variation in S. incanum and S. aethiopicum. This work is a first step toward better understanding of target genes involved in metabolic pathways relevant for eggplant breeding. The molecular markers detected in this study could be used across all the eggplant genepool, which is of interest for breeding programs as well as to perform marker-trait association and QTL analysis studies.This work has been partially funded by Spanish Ministerio de Economia y Competitividad and FEDER (grant AGL2015-64755-450 R).Gramazio, P.; Blanca Postigo, JM.; Ziarsolo Areitioaurtena, P.; Herraiz García, FJ.; Plazas Ávila, MDLO.; Prohens Tomås, J.; Vilanova Navarro, S. (2016). Transcriptome analysis and molecular marker discovery in Solanum incanum and S. aethiopicum, two close relatives of the common eggplant (Solanum melongena) with interest for breeding. BMC Genomics. 17(300). doi:10.1186/s12864-016-2631-4S1730
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