Molecular genetic marker-based analysis of species-differentiated phenotypic characters in an interspecific ryegrass mapping population
J. Wang A D E , R. C. Baillie B D E , N. O. I. Cogan B D E , N. M. McFarlane A D , M. P. Dupal B D , K. F. Smith A C D and J. W. Forster B C D E FA Department of Primary Industries, Biosciences Research Division, Hamilton Centre, Mount Napier Road, Hamilton, Vic. 3300, Australia.
B Department of Primary Industries, Biosciences Research Division, Victorian AgriBiosciences Centre, 1 Park Drive, La Trobe University Research and Development Park, Bundoora, Vic. 3083, Australia.
C La Trobe University, Bundoora, Vic. 3086, Australia.
D Molecular Plant Breeding Cooperative Research Centre, Victorian AgriBiosciences Centre, 1 Park Drive, La Trobe University Research and Development Park, Bundoora, Vic. 3083, Australia.
E Dairy Futures Cooperative Research Centre, Victorian AgriBiosciences Centre, 1 Park Drive, La Trobe University Research and Development Park, Bundoora, Vic. 3083, Australia.
F Corresponding author. Email: john.forster@dpi.vic.gov.au
Crop and Pasture Science 62(10) 892-902 https://doi.org/10.1071/CP11199
Submitted: 26 July 2011 Accepted: 21 October 2011 Published: 6 December 2011
Abstract
The genus Lolium (ryegrasses) exhibits substantial variation between species for annual-perennial growth habit. The genetic bases of this trait, and other characters that are differentiated between taxa, have been investigated through molecular genetic marker-based mapping of an interspecific mapping population derived from pair-wise crossing of single genotypes from Lincoln, a long-lived cultivar of perennial ryegrass, and Andrea, a cultivar of annual-type Italian ryegrass. The Andrea1246 and Lincoln1133 parental maps contained 122 loci on eight linkage groups (LGs), and 169 loci on seven LGs, respectively. A total of 10 phenotypic traits were measured, including annuality-perenniality index, date of head emergence, number of spikes per plant, number of spikelets per spike, number of floret per spike, flag leaf length, flag leaf width, spike length, stem length, and extent of regrowth. A total of 31 putative quantitative trait loci (QTLs) were detected. Regions of significance were identified on Andrea1246 LGs 1, 2, 3 and 6. An annuality-perenniality index QTL on LG2 accounted for ~30% of trait-specific phenotypic variance (Vp). In addition, LG2 contained coincident QTLs for the number of spikes per plant and head emergence date traits. The Lincoln1133 genetic map displayed QTL-containing regions of significance on LGs 1, 4, 5 and 7, accounting individually for 10–22% of Vp. QTLs identified in this study provide potential targets for ryegrass breeding in order to improve vegetative yield, persistence and seed yield.
Additional keywords: annual, Lolium, molecular breeding, perennial, quantitative trait locus, simple sequence repeat.
References
Abe J, Guan GP, Shimamoto Y (1997) A gene complex for annual habit in sugar beet (Beta vulgaris L.). Euphytica 94, 129–135.| A gene complex for annual habit in sugar beet (Beta vulgaris L.).Crossref | GoogleScholarGoogle Scholar |
Armstead IP, Turner LB, Farrell M, Skøt L, Gomez P, Montoya T, Donnison IS, King IP, Humphreys MO (2004) Synteny between a major heading-date QTL in perennial ryegrass (Lolium perenne L.) and the Hd3 heading-date locus in rice. Theoretical and Applied Genetics 108, 822–828.
| Synteny between a major heading-date QTL in perennial ryegrass (Lolium perenne L.) and the Hd3 heading-date locus in rice.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXktlals7g%3D&md5=ed417bf9320e0fd990bea6b3c0cff532CAS |
Basten CJ, Weir BS, Zeng ZB (1994) Zmap – a QTL cartographer. In ‘Proceedings of the 5th world congress on genetics applied to livestock production: computing strategies and software. Vol. 22’. Guelph, Ontario, Canada. (Eds C Smith, JS Gavora, BBJ Chesnais, W Fairfull, JP Gibson, BW Kennedy, EB Burnside) pp. 65–66.
Brown DG, Vision TJ (1999) ‘MapPop version 0.9alpha.’ (Mathworks, Inc.: Natick, MA)
Brown RN, Barker RE, Warnke SE, Cooper LD, Brilman LA, Rouf Mian MA, Jung G, Sim SC (2010) Identification of quantitative trait loci for seed traits and floral morphology in a field-grown Lolium perenne × Lolium multiflorum mapping population. Plant Breeding 129, 29–34.
| Identification of quantitative trait loci for seed traits and floral morphology in a field-grown Lolium perenne × Lolium multiflorum mapping population.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXlslWqsb4%3D&md5=c5fe23267df8ff6a520e528f88e12b8eCAS |
Cogan NOI, Abberton MT, Smith KF, Kearney G, Marshall AH, Williams A, Michaelson-Yeates TPT, Bowen C, Jones ES, Vecchies AC, Forster JW (2006a) Individual and multi-environment combined analyses identify QTLs for morphogenetic and reproductive development traits in white clover (Trifolium repens L.). Theoretical and Applied Genetics 112, 1401–1415.
| Individual and multi-environment combined analyses identify QTLs for morphogenetic and reproductive development traits in white clover (Trifolium repens L.).Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BD283ntVamsw%3D%3D&md5=d78b9a9947ed312c91184761cdb87c63CAS |
Cogan NOI, Ponting RC, Vecchies AC, Drayton MC, George J, Dobrowolski MP, Sawbridge TI, Spangenberg GC, Smith KF, Forster JW (2006b) Gene-associated single nucleotide polymorphism (SNP) discovery in perennial ryegrass (Lolium perenne L.). Molecular Genetics and Genomics 276, 101–112.
| Gene-associated single nucleotide polymorphism (SNP) discovery in perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XntVWltrw%3D&md5=82a7ead2e588702eb5a35534750f4b3eCAS |
Dracatos PM, Cogan NOI, Dobrowolski MP, Sawbridge TI, Spangenberg GC, Smith KF, Forster JW (2008) Discovery and genetic mapping of single nucleotide polymorphisms in candidate genes for pathogen defence response in perennial ryegrass (Lolium perenne L.). Theoretical and Applied Genetics 117, 203–219.
| Discovery and genetic mapping of single nucleotide polymorphisms in candidate genes for pathogen defence response in perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1cXnslKltLY%3D&md5=7174a7dcd48f1aba036b51ab754cd17fCAS |
Dracatos P, Cogan NOI, Sawbridge T, Gendall A, Smith KF, Spangenberg G, Forster JW (2009) Molecular characterisation and genetic mapping of candidate genes for qualitative disease resistance in perennial ryegrass (Lolium perenne L.). BMC Plant Biology 9, 62
| Molecular characterisation and genetic mapping of candidate genes for qualitative disease resistance in perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar |
Faville MJ, Vecchies AC, Schreiber M, Drayton MC, Hughes LJ, Jones ES, Guthridge KM, Smith KF, Sawbridge T, Spangenberg GC, Bryan GT, Forster JW (2004) Functionally associated molecular genetic marker map construction in perennial ryegrass (Lolium perenne L.). Theoretical and Applied Genetics 110, 12–32.
| Functionally associated molecular genetic marker map construction in perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2MXotVGrsA%3D%3D&md5=f82566b02d0b8b6530c7389f1a102130CAS |
Floyd DJ, Barker RE (2002) Change of ryegrass seedling root fluorescence expression during three generations of seed increase. Crop Science 42, 905–911.
| Change of ryegrass seedling root fluorescence expression during three generations of seed increase.Crossref | GoogleScholarGoogle Scholar |
Gadgil M, Solbrig OT (1972) The concept of r- and K-selection: evidence from wild flowers and some theoretical considerations. American Naturalist 106, 14–31.
| The concept of r- and K-selection: evidence from wild flowers and some theoretical considerations.Crossref | GoogleScholarGoogle Scholar |
Jones ES, Dupal MP, Kölliker R, Drayton MC, Forster JW (2001) Development and characterisation of simple sequence repeat (SSR) markers for perennial ryegrass (Lolium perenne L.). Theoretical and Applied Genetics 102, 405–415.
| Development and characterisation of simple sequence repeat (SSR) markers for perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3MXisVynsb0%3D&md5=d219651b52aa753d3669bc438caad145CAS |
Jones ES, Mahoney NL, Hayward MD, Armstead IP, Jones JG, Humphreys MO, King IP, Kishida T, Yamada T, Balfourier F, Charmet C, Forster JW (2002a) An enhanced molecular marker-based map of perennial ryegrass (Lolium perenne L.) reveals comparative relationships with other Poaceae species. Genome 45, 282–295.
| An enhanced molecular marker-based map of perennial ryegrass (Lolium perenne L.) reveals comparative relationships with other Poaceae species.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD38XjtlSnsL8%3D&md5=0d3027dedd4bdd5289b63cde60beb0b2CAS |
Jones ES, Dupal MP, Dumsday JL, Hughes LJ, Forster JW (2002b) An SSR-based genetic linkage map for perennial ryegrass (Lolium perenne L.). Theoretical and Applied Genetics 105, 577–584.
| An SSR-based genetic linkage map for perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD38XovFWktrs%3D&md5=fc0f336f35a03ecf8b38cd1d468f2530CAS |
Lander ES, Green P, Abrahamson J, Barlow A, Daly MJ, Lincoln SE, Newburg L (1987) Mapmaker: an interactive computer package for constructing primary genetic linkage maps of experimental and natural populations. Genomics 1, 174–181.
| Mapmaker: an interactive computer package for constructing primary genetic linkage maps of experimental and natural populations.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL1cXhsVCksrk%3D&md5=1e7f02280d5124a79a04fa4dfb2e7a7eCAS |
Lewers KS, Maas JL, Hokanson SC, Gouin C, Hartung JS (2003) Inheritance of resistance in strawberry to bacterial angular leafspot diseases caused by Xanthomonas fragariae. Journal of the American Society for Horticultural Science 128, 209–212.
McCouch SR, Cho YG, Yano M, Paul E, Blinstrub M (1997) Report on QTL nomenclature. Rice Genetics Newsletter 14, 11–13.
Morishima H, Sano Y, Oka HI (1984) Differentiation of perennial and annual types due to habitat conditions in the wild rice Oryza perennis. Plant Systematics and Evolution 144, 119–135.
| Differentiation of perennial and annual types due to habitat conditions in the wild rice Oryza perennis.Crossref | GoogleScholarGoogle Scholar |
Payne RW, Murray DA, Harding SA, Baird DB, Souter DM (2007) ‘Genstat for Windows. Introduction.’ 10th edn. (VSN International: Hemel Hempstead, UK)
Pearson A, Cogan NOI, Baillie RC, Hand ML, Bandaranayake C, Erb S, Wang J, Kearney GA, Gendall AR, Smith KF, Forster JW (2011) Identification of QTLs for morphological traits influencing waterlogging tolerance in perennial ryegrass (Lolium perenne L.). Theoretical and Applied Genetics 122, 609–622.
| Identification of QTLs for morphological traits influencing waterlogging tolerance in perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar |
Pilet-Nayel M-L, Prospéri J-M, Hamon C, Lesné A, Lecointe R, Le Goff I, Hervé M, Denoit G, Delalande M, Huguet T, Jacquet C, Baranger A (2009) AER1, a major gene conferring resistance to Aphanomyces euteiches in Medicago truncatula. Phytopathology 99, 203–208.
| AER1, a major gene conferring resistance to Aphanomyces euteiches in Medicago truncatula.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXisFCgsrk%3D&md5=8936c274bf8ebf7c9b0014c4189caa6cCAS |
Sakagami JI, Isoda A, Nojima H, Takasaki Y (1999) Annuality and perenniality characteristics and variation in Oryza sativa L. and O. glaberrima Steud. Japanese Journal of Crop Science 68, 524–530.
| Annuality and perenniality characteristics and variation in Oryza sativa L. and O. glaberrima Steud.Crossref | GoogleScholarGoogle Scholar |
Shinozuka H, Hisano H, Ponting RC, Jones ES, Cogan NOI, Forster JW, Yamada T (2005) Molecular cloning and genetic mapping of perennial ryegrass casein protein kinase 2α-subunit genes. Theoretical and Applied Genetics 112, 167–177.
| Molecular cloning and genetic mapping of perennial ryegrass casein protein kinase 2α-subunit genes.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2MXht1Oisr3N&md5=b3bdfac42af6ce8bc61e18fb77de1254CAS |
Skøt L, Humphreys MO, Armstead I, Heywood S, Skøt KP, Sanderson R, Thomas ID, Chorlton KH, Hamilton NRS (2005) An association mapping approach to identify flowering time genes in natural populations of Lolium perenne (L.). Molecular Breeding 15, 233–245.
| An association mapping approach to identify flowering time genes in natural populations of Lolium perenne (L.).Crossref | GoogleScholarGoogle Scholar |
Studer B, Jensen LB, Hentrup S, Brazauskas G, Kölliker R, Lübberstedt T (2008) Genetic characterisation of seed yield and fertility traits in perennial ryegrass (Lolium perenne L.). Theoretical and Applied Genetics 117, 781–791.
| Genetic characterisation of seed yield and fertility traits in perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar |
Thomas H, Thomas HM, Ougham H (2000) Annuality, perenniality and cell death. Journal of Experimental Botany 51, 1781–1788.
| Annuality, perenniality and cell death.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3MXps1Gq&md5=a2073575544174b0572035158e97a3b3CAS |
von Korff M, Wang H, Léon J, Pillen K (2006) AB-QTL analysis in spring barley: II. Detection of favourable exotic alleles for agronomic traits introgressed from wild barley (H. vulgare ssp. spontaneum). Theoretical and Applied Genetics 112, 1221–1231.
| AB-QTL analysis in spring barley: II. Detection of favourable exotic alleles for agronomic traits introgressed from wild barley (H. vulgare ssp. spontaneum).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD28XjtFamt7g%3D&md5=8b1c6e96101702c398204ae129ffd9abCAS |
Wang G, Schmalenbach I, von Korff M, Léon J, Kilian B, Rode J, Pillen K (2010a) Association of barley photoperiod and vernalization genes with QTLs for flowering time and agronomic traits in a BC2 DH population and a set of wild barley introgression lines. Theoretical and Applied Genetics 120, 1559–1574.
| Association of barley photoperiod and vernalization genes with QTLs for flowering time and agronomic traits in a BC2 DH population and a set of wild barley introgression lines.Crossref | GoogleScholarGoogle Scholar |
Wang J, Drayton MC, George J, Cogan NOI, Baillie R, Hand M, Kearney G, Erb S, Wilkinson T, Bannan N, Forster JW, Smith KF (2010b) Identification of genetic factors influencing salt stress tolerance in white clover (Trifolium repens L.) by QTL analysis. Theoretical and Applied Genetics 120, 607–619.
| Identification of genetic factors influencing salt stress tolerance in white clover (Trifolium repens L.) by QTL analysis.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXotV2itQ%3D%3D&md5=3a356cf027962573f8769a1e58dc8181CAS |
Warnke SE, Barker RE, Jung G, Sim S-C, Rouf Mian MA, Saha MC, Brilman LA, Dupal MP, Forster JW (2004) Genetic linkage mapping of an annual × perennial ryegrass population. Theoretical and Applied Genetics 109, 294–304.
| Genetic linkage mapping of an annual × perennial ryegrass population.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXmtFWltbk%3D&md5=8c87b0554ddca3003f3c6bb861afaa2aCAS |
Yamada T, Jones ES, Cogan NOI, Vecchies AC, Nomura T, Hisano H, Shimamoto Y, Smith KF, Forster JW (2004) QTL analysis of morphological, developmental and winter hardiness-associated traits in perennial ryegrass (Lolium perenne L.). Crop Science 44, 925–935.
| QTL analysis of morphological, developmental and winter hardiness-associated traits in perennial ryegrass (Lolium perenne L.).Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXks1ygsr8%3D&md5=6e7904f040a0b91d240e22ae48771350CAS |