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Application of non-coding DNA regions in intraspecific analyses

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Abstract

In this review we discuss the use of non-coding DNA at the intraspecific level in plants. Both nuclear and organelle non-coding regions are widely used in interspecific phylogenetic approaches. However, they are also valuable in analyses on the intraspecific level. Besides taxonomy, that is, defining subspecies or varieties, large fields for the application of non-coding DNA are population genetic and phylogeographic studies. Population genetics tries to explain the genetic patterns within species mostly by the amount of extant gene flow among populations, while phylogeography explicitly tries to reconstruct historic events. Depending on the study different molecular markers can be used, varying between very fast evolving microsatellites or some more slowly changing regions like intergenic spacers and introns. Here, we focus mainly on the use of non-coding regions in phylogeographic analyses. Mostly used in this context are regions of the genomes of the chloroplasts and mitochondria. In phylogeography, the correct estimation of allele or haplotype relationships is particularly important. As tree-based methods are mostly insufficient to depict relationships within species, network approaches are better suitable to infer gene or locus genealogies. Problematic for phylogeographic studies are alleles shared among multiple species, which could result from either hybridization or incomplete lineage sorting. Especially the latter can severely influence the interpretation of the phylogeographic patterns. Therefore, it seems necessary for us to also include close relatives of the species under study in phylogeographic analyses. Not only the sample design but also the analysis methods are currently changing, as some new methods such as statistical phylogeography were emerging recently and widely used methods like nested clade analysis might not be reliable in every case. During the last few years, a multitude of studies were published, which mainly analyzed phylogeographic patterns in European and North American plants. Phylogeographic studies in other regions of the earth are still comparably rare, although questions like the influence of the ice age on the vegetation in the tropics or southern hemisphere are still open and phylogeography provides an excellent remedy to answer them.

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References

  • Abbott RJ, Brochmann C (2003) History and evolution of the arctic flora: in the footsteps of Eric Hultén. Molec Ecol 12:299–313

    Article  Google Scholar 

  • Abbott RJ, Smith LC, Milne RI, Crawford RMM, Wolff K, Balfour J (2000) Molecular analysis of plant migration and refugia in the Arctic. Science 289:1343–1346

    Article  CAS  PubMed  Google Scholar 

  • Abbott RJ, Ireland HE, Rogers HJ (2007) Population decline despite high genetic diversity in the new allopolyploid species Senecio cambrensis (Asteraceae). Molec Ecol 16:1023–1033

    Article  CAS  Google Scholar 

  • Aizawa M, Yoshimaru H, Saito H, Katsuki T, Kawahara T, Kitamura K, Shi F, Kaji M (2007) Phylogeography of a northeast Asian spruce, Picea jezoensis, inferred from genetic variation observed in organelle DNA markers. Molec Ecol 16:3393–3405

    Article  CAS  Google Scholar 

  • Alberto F, Gouveia L, Arnaud-Haond S, Pérez-Lloréns JL, Duarte CM, Serrão EA (2005) Within-population spatial genetic structure, neighbourhood size and clonal subrange in the seagrass Cymodocea nodosa. Molec Ecol 14:2669–2681

    Article  CAS  Google Scholar 

  • Alsos IG, Engelskjøn T, Gielly L, Taberlet P, Brochmann C (2005) Impact of ice ages on circumpolar molecular diversity: insights from an ecological key species. Molec Ecol 14:2739–2753

    Article  CAS  Google Scholar 

  • Arnaud-Haond S, Duarte CM, Alberto F, Serrão EA (2007) Standardizing methods to address clonality in population studies. Molec Ecol 16:5115–5139

    Article  CAS  Google Scholar 

  • Avise JC (1989) Gene trees and organismal histories: a phylogenetic approach to population biology. Evolution 43:1192–1208

    Article  Google Scholar 

  • Avise JC (2000) Phylogeography: the history and formation of species. Harvard University Press, Cambridge

    Google Scholar 

  • Avise JC, Arnold J, Ball RM, Bermingham E, Lamb T, Neigel JE, Reeb CA, Saunders NC (1987) Intraspecific phylogeography: the mitochondrial DNA bridge between population genetics and systematics. Annual Rev Ecol Syst 18:489–522

    Google Scholar 

  • Bachmann K (2001) Evolution and the genetic analysis of populations: 1950–2000. Taxon 50:7–45

    Article  Google Scholar 

  • Bänfer G, Moog U, Fiala B, Mohamed M, Weising K, Blattner FR (2006) A chloroplast genealogy of myrmecophytic Macaranga species (Euphorbiaceae) in Southeast Asia reveals hybridization, vicariance and long-distance dispersals. Molec Ecol 15:4409–4424

    Article  CAS  Google Scholar 

  • Banks JA, Birky CW (1985) Chloroplast DNA diversity is low in a wild plant, Lupinus texensis. Proc Naturalist Acad Sci USA 82:6950–6954

    Article  CAS  PubMed  Google Scholar 

  • Barraclough TG, Nee S (2001) Phylogenetics and speciation. Trends Ecol Evol 16:391–399

    Article  PubMed  Google Scholar 

  • Barraclough TG, Vogler AP (2000) Detecting the geographical pattern of speciation from species-level phylogenies. Amer Naturalist 155:419–434

    Article  Google Scholar 

  • Bartish IV, Kadereit JW, Comes HP (2006) Late Quaternary history of Hippophaë rhamnoides L. (Elaeagnaceae) inferred from chalcone synthase intron (Chsi) sequences and chloroplast DNA variation. Molec Ecol 15:4065–4083

    Article  CAS  Google Scholar 

  • Beaumont MA (2005) Adaptation and speciation: what can Fst tell us? Trends Ecol Evol 20:435–440

    Article  PubMed  Google Scholar 

  • Birky CW, Fuerst P, Maruyama T (1989) Organelle gene diversity under migration, mutation, and drift: equilibrium expectations, approach to equilibrium, effects of heteroplasmic cells, and comparison to nuclear genes. Genetics 121:613–627

    PubMed  Google Scholar 

  • Blattner FR (1999) Direct amplification of the entire ITS region from poorly preserved plant material using recombinant PCR. Biotechniques 29:1180–1186

    Google Scholar 

  • Bosch T, Quandt D (2008) Mutational dynamics and phylogenetic utility of chloroplast non-coding DNA. Pl Syst Evol Suppl (this issue)

  • Caicedo AL, Schaal BA (2004) Population structure and phylogeography of Solanum pimpinellifolium inferred from a nuclear gene. Molec Ecol 13:1871–1882

    Article  CAS  Google Scholar 

  • Calsbeek R, Thompson JN, Richardson JE (2003) Patterns of molecular evolution and diversification in a biodiversity hotspot: the California Floristic Province. Molec Ecol 12:1021–1029

    Article  CAS  Google Scholar 

  • Cannon CH, Manos PS (2003) Phylogeography of the Southeast Asian stone oaks (Lithocarpus). J Biogeogr 30:211–226

    Article  Google Scholar 

  • Castelloe J, Templeton AR (1994) Root probabilities for intraspecific gene trees under neutral coalescent theory. Molec Phylogenet Evol 3:102–113

    Article  CAS  PubMed  Google Scholar 

  • Chiang Y-C, Hung K-H, Schaal BA, Ge X-J, Hsu T-W, Chiang T-Y (2006) Contrasting phylogeographical patterns between mainland and island taxa of the Pinus luchuensis complex. Molec Ecol 15:765–779

    Article  CAS  Google Scholar 

  • Clark RM, Wagler TN, Quijada P, Doebley J (2006) A distant upstream enhancer at the maize domestication gene tb1 has pleiotropic effects on plant and inflorescent architecture. Nature Genetics 38:594–597

    Article  CAS  PubMed  Google Scholar 

  • Clement M, Posada D, Crandall KA (2000) TCS: a computer program to estimate gene genealogies. Molec Ecol 9:1657–1660

    Article  CAS  Google Scholar 

  • Comes HP, Abbott RJ (2001) Molecular phylogeography, reticulation, and lineage sorting in Mediterranean Senecio sect. Senecio (Asteraceae). Evolution 55:1943–1962

    CAS  PubMed  Google Scholar 

  • Comes HP, Kadereit JW (2002) Spatial and temporal patterns in the evolution of the flora of the European alpine system. Taxon 52:451–462

    Article  Google Scholar 

  • Corander J, Waldmann P, Sillanpää MJ (2003) Bayesian analysis of genetic differentiation between populations. Genetics 163:367–374

    Google Scholar 

  • Demesure B, Sodzi N, Petit R (1995) A set of universal primers for amplification of polymorphic non-coding regions of mitochondrial and chloroplast DNA in plants. Molec Ecol 4:129–131

    Article  CAS  Google Scholar 

  • Dixon CJ, Schönswetter P, Schneeweiss GM (2007) Traces of ancient range shifts in a mountain plant group (Androsace halleri complex, Primulaceae). Molec Ecol 16:3890–3901

    Article  Google Scholar 

  • Dobeš CH, Mitchell-Olds T, Koch MA (2004) Extensive chloroplast haplotype variation indicates Pleistocene hybridization and radiation of North American Arabis drummondii, A. × divaricarpa, and A. holboellii (Brassicaceae). Molec Ecol 13:349–370

    Article  CAS  Google Scholar 

  • Dong J, Wagner DB (1994) Paternally inherited chloroplast polymorphism in Pinus: estimation of diversity and population subdivision, and tests of disequilibrium with a maternally inherited mitochondrial polymorphism. Genetics 136:1187–1194

    CAS  PubMed  Google Scholar 

  • Doyle JJ, Morgante M, Tingey SV, Powell W (1998) Size homoplasy in chloroplast microsatellites of wild perennial relatives of soybean (Glycine subgenus Glycine). Molec Biol Evol 15:215–218

    CAS  PubMed  Google Scholar 

  • Dumolin-Lapegue S, Demesure B, Fineschi S, Le Corre V, Petit RJ (1997) Phylogeographic structure of white oaks throughout the European continent. Genetics 146:1475–1487

    CAS  PubMed  Google Scholar 

  • Ehrlich D, Gaudeul M, Assefa A, Koch MA, Mummenhoff K, Nemomissa S, Intrabiodiv Consortium, Brochmann C (2007) Genetic consequences of Pleistocene range shifts: contrast between the Arctic, the Alps and the East African mountains. Molec Ecol 16:2542–2559

  • Ellstrand NC, Elam DR (1993) Population genetic consequences of small population size: implications for plant conservation. Annual Rev Ecol Syst 24:217–242

    Article  Google Scholar 

  • El Mousadik A, Petit RJ (1996) Chloroplast DNA phylogeography of the argan tree of Morocco. Molec Ecol 5:547–555

    Article  CAS  Google Scholar 

  • Excoffier L, Heckel G (2006) Computer programs for population genetics data analysis: a survival guide. Nature Rev Genet 7:745–758

    Article  CAS  PubMed  Google Scholar 

  • Excoffier L, Smouse PE, Quattro JM (1992) Analysis of molecular variance inferred from metric distances among DNA haplotypes: application to human mitochondrial DNA restriction data. Genetics 131:479–491

    CAS  PubMed  Google Scholar 

  • Felsenstein J (1971) The rate of loss of multiple alleles in finite haploid populations. Theor Pop Biol 2:391–403

    Article  CAS  Google Scholar 

  • Felsenstein J (1982) How can we infer geography and history from gene frequencies? J Theor Biol 96:9–20

    Article  CAS  PubMed  Google Scholar 

  • Fénart S, Austerlitz F, Cuguen J, Arnaud J-F (2007) Long distance pollen-mediated gene flow at a landscape level: the weed beet as a case study. Molec Ecol 16:3801–3813

    Article  Google Scholar 

  • Fisher RA (1930) The genetical theory of natural selection. Clarendon Press, Oxford

    Google Scholar 

  • Friesen N, Blattner FR (2000) RAPD analysis reveals geographic differentiations within Allium schoenoprasum L. (Alliaceae). Pl Biol 2:297–305

    Article  CAS  Google Scholar 

  • Gabrielsen TM, Bachmann K, Jakobsen KS, Brochmann C (1997) Glacial survival does not matter: RAPD phylogeography of nordic Saxifraga oppositifolia. Molec Ecol 6:831–842

    Article  CAS  Google Scholar 

  • Gardner RC, De Lange PJ, Keeling DJ, Bowala T, Brown HA, Wright SD (2004) A late Quaternary phylogeography for Metrosideros (Myrtaceae) in New Zealand inferred from chloroplast DNA haplotypes. Biol J Linn Soc 83:399–412

    Article  Google Scholar 

  • Glémin S, Bazin E, Charlesworth D (2006) Impact of mating systems on patterns of sequence polymorphism in flowering plants. Proc Roy Soc Lond Series B 273:3011–3019

    Article  CAS  Google Scholar 

  • Godbout J, Jaramillo JP, Beaulieu J, Bousquet J (2005) A mitochondrial DNA minisatellite reveals the postglacial history of jack pine (Pinus banksiana), a broad-range North American conifer. Molec Ecol 14:3497–3512

    Article  CAS  Google Scholar 

  • Griffin SR, Barrett SCH (2004) Post-glacial history of Trillium grandiflorum (Melanthiaceae) in eastern North America: inferences from phylogeography. Amer J Bot 91:465–473

    Article  CAS  Google Scholar 

  • Griffiths RC (1980) Lines of descent in the diffusion approximation of neutral Wright–Fischer models. Theor Pop Biol 17:40–50

    Google Scholar 

  • Grivet D, Deguilloux M-F, Petit RJ, Sork VL (2006) Contrasting patterns of historical colonization in white oaks (Quercus spp.) in California and Europe. Molec Ecol 15:4085–4093

    Article  CAS  Google Scholar 

  • Guicking D, Rana TS, Blattner FR, Weising K (2006) Microsatellite markers for the paleotropical pioneer tree genus Macaranga (Euphorbiaceae) and their cross-species transferability. Molec Ecol Notes 6:245–248

    Article  CAS  Google Scholar 

  • Guicking D, Kröger-Kilian T, Weising K, Blattner FR (2008) Single nucleotide sequence analysis: a cost- and time-effective protocol for the analysis of microsatellite- and indel-rich chloroplast DNA regions. Molec Ecol Res 8:62–65

    Article  CAS  Google Scholar 

  • Guo XY, Wang Y, Keightley PD, Fan LJ (2007) Patterns of selective constraints in noncoding DNA of rice. BMC Evol Biol 7:208

    Google Scholar 

  • Gurushidze M, Mashayekhi S, Blattner FR, Friesen N, Fritsch RM (2007) Phylogenetic relationships of wild and cultivated species of Allium section Cepa inferred by nuclear rDNA ITS sequence analysis. Pl Syst Evol 269:259–269

    Article  CAS  Google Scholar 

  • Haldane JBS (1932) The causes of evolution. Longmans, Green and Co., London

    Google Scholar 

  • Halligan DL, Eyre-Walker A, Andolfatto P, Keightley PD (2004) Patterns of evolutionary constraints in intronic and intergenic DNA of Drosophila. Genome Res 14:273–279

    Google Scholar 

  • Hewitt G (2000) The genetic legacy of the Quaternary ice ages. Nature 405:907–913

    Article  CAS  PubMed  Google Scholar 

  • Hewitt GM (2004) Genetic consequences of climatic oscillations in the Quaternary. Phil Trans Roy Soc Lond B 359:183–195

    Article  CAS  Google Scholar 

  • Hey J, Machado CA (2003) The study of structured populations––new hope for a difficult and divided science. Nature Rev Genet 4:535–543

    Article  CAS  PubMed  Google Scholar 

  • Holderegger R, Stehlik I, Abbott RJ (2002) Molecular analysis of the Pleistocene history of Saxifraga oppositifolia in the Alps. Molec Ecol 11:1409–1418

    Article  CAS  Google Scholar 

  • Huang S, Chiang YC, Schaal BA, Chou CH, Chiang TY (2001) Organelle DNA phylogeography of Cycas taitungensis, a relict species in Taiwan. Molec Ecol 10:2669–2681

    Article  CAS  Google Scholar 

  • Hudson RR (1990) Gene genealogies and the coalescent process. Oxford Surv Evol Biol 7:1–44

    Google Scholar 

  • Hudson RR (1998) Island models and the coalescent process. Molec Evol 7:413–418

    Google Scholar 

  • Hudson RR, Coyne JA (2002) Mathematical consequences of the genealogical species concept. Evolution 56:1557–1565

    Google Scholar 

  • Hudson RR, Slatkin M, Maddison WP (1992) Estimation of levels of gene flow from DNA sequence data. Genetics 132:583–589

    CAS  PubMed  Google Scholar 

  • Hung K-H, Hsu T-W, Schaal BA, Chiang T-Y (2005) Loss of genetic diversity and erroneous phylogeographical inferences in Lithocarpus konishii (Fagaceae) of Taiwan caused by the Chi-Chi earthquake: implications for conservation. Ann Missouri Bot Gard 92:52–65

    Google Scholar 

  • Ingvarsson PK, Ribstein S, Taylor DR (2003) Molecular evolution of insertions and deletion in the chloroplast genome of Silene. Molec Biol Evol 20:1737–1740

    Article  CAS  PubMed  Google Scholar 

  • Jahodová Š, Trybush S, Pyšek P, Wade M, Karp A (2007) Invasive species of Heracleum in Europe: an insight into genetic relationships and invasion history. Diversity Distrib 13:99–114

    Google Scholar 

  • Jakob SS, Blattner FR (2006) A chloroplast genealogy of Hordeum (Poaceae): long-term persisting haplotypes, incomplete lineage sorting, regional extinction, and the consequences for phylogenetic inference. Molec Biol Evol 23:1602–1612

    Article  CAS  PubMed  Google Scholar 

  • Jakob SS, Ihlow A, Blattner FR (2007) Combined ecological niche modelling and molecular phylogeography revealed the evolutionary history of Hordeum marinum (Poaceae)––niche differentiation, loss of genetic diversity, and speciation in Mediterranean Quaternary refugia. Molec Ecol 16:1713–1727

    Article  CAS  Google Scholar 

  • Jaramillo-Correa JP, Beaulieu J, Bousquet J (2004) Variation in mitochondrial DNA reveals multiple distant glacial refugia in black spruce (Picea mariana), a transcontinental North American conifer. Molec Ecol 13:2735–2747

    Article  CAS  Google Scholar 

  • Johansen AD, Latta RG (2003) Mitochondrial haplotype distribution, seed dispersal and patterns of postglacial expansion of ponderosa pine. Molec Ecol 12:293–298

    Article  CAS  Google Scholar 

  • Joly S, Starr JR, Lewis WH, Bruneau A (2006) Polyploid and hybrid evolution in roses east of the Rocky Mountains. Amer J Bot 93:412–425

    Article  Google Scholar 

  • Kadereit JW, Arafeh R, Somogyi G, Westberg E (2005) Terrestrial growth and marine dispersal? Comparative phylogeography of five coastal plant species at a European scale. Taxon 54:861–876

    Google Scholar 

  • Kelchner SA, Graham SW (2008) Room for improvement: phylogenetic models and model selection for noncoding DNA. Pl Syst Evol Suppl (this issue)

  • Kettle CJ, Hollingsworth PM, Jaffré T, Moran B, Ennos RA (2007) Identifying the early genetic consequences of habitat degradation in a highly threatened tropical conifer, Araucaria nemorosa Laubenfels. Molec Ecol 16:3581–3591

    Article  CAS  Google Scholar 

  • Knowles LL (2004) The burgeoning field of statistical phylogeography. J Evol Biol 17:1–10

    Article  CAS  PubMed  Google Scholar 

  • Knowles LL, Carstens BC (2007) Estimating a geographically explicit model of population divergence. Evolution 61:477–493

    Article  PubMed  Google Scholar 

  • Knowles LL, Maddison WP (2002) Statistical phylogeography. Molec Ecol 11:2623–2635

    Article  Google Scholar 

  • Koch MA, Kiefer C, Ehrich D, Vogel J, Brochmann C, Mummenhoff K (2006) Three times out of Asia Minor: the phylogeography of Arabis alpina L. (Brassicaceae). Molec Ecol 15:825–839

    Article  CAS  Google Scholar 

  • Koch MA, Dobes C, Kiefer C, Schmickl R (2008) Evolution of plastidic trnF pseudogenes in cruciferous plants. Pl Syst Evol Suppl (this issue)

  • Kropf M, Comes HP, Kadereit JW (2006) Long-distance dispersal vs vicariance: the origin and genetic diversity of alpine plants in the Spanish Sierra Nevada. New Phytol 172:169–184

    Article  PubMed  Google Scholar 

  • Lagercrantz U, Ellegren H, Andersson L (1993) The abundance of various polymorphic microsatellite motifs differs between plants and vertebrates. Nucleic Acids Res 21:1111–1115

    Article  CAS  PubMed  Google Scholar 

  • Latta RG, Linhart YB, Fleck D, Elliot M (1998) Direct and indirect estimates of seed versus pollen movement within a population of ponderosa pine. Evolution 52:61–67

    Article  Google Scholar 

  • Liepelt S, Bialozyt R, Ziegenhagen B (2002) Wind-dispersed pollen mediates postglacial gene flow among refugia. Proc Natl Acad Sci USA 99:14590–14594

    Article  CAS  PubMed  Google Scholar 

  • Linder CR, Rieseberg LH (2004) Reconstructing patterns of reticulate evolution in plants. Amer J Bot 91:1700–1708

    Article  Google Scholar 

  • Liston A, Parker-Defeniks M, Syring JV, Willyard A, Cronn R (2007) Interspecific phylogenetic analysis enhances intraspecific phylogeographical inference: a case study in Pinus lambertiana. Molec Ecol 16:3926–3937

    Article  Google Scholar 

  • Londo JP, Schaal BA (2007) Origins and population genetics of weedy red rice in the USA. Molec Ecol 16:4523–4535

    Article  CAS  Google Scholar 

  • Lynch M, Crease TJ (1990) The analysis of population survey data on DNA sequence variation. Molec Biol Evol 7:377–394

    CAS  PubMed  Google Scholar 

  • Manel S, Schwartz MK, Luikart G, Taberlet P (2003) Landscape genetics: combining landscape ecology and population genetics. Trends Ecol Evol 18:189–197

    Article  Google Scholar 

  • Mantel N (1967) The detection of disease clustering and a generalized regression approach. Cancer Res 27:209–220

    CAS  PubMed  Google Scholar 

  • Marchelli P, Gallo LA (2004) The combined role of glaciation and hybridization in shaping the distribution of genetic variation in a Patagonian southern beech. J Biogeography 31:451–460

    Google Scholar 

  • Marchelli P, Gallo LA (2006) Multiple ice-age refugia in a southern beech of South America as evidenced by chloroplast DNA markers. Conservation Genet 7:591–603

    Article  CAS  Google Scholar 

  • Mason-Gamer RJ, Holsinger KE, Jansen RK (1999) Chloroplast DNA variation in Coreopsis nuecensoides and C. nuecensis (Asteraceae), a presumed progenitor-derivative species pair. Pl Syst Evol 218:5–12

    Article  Google Scholar 

  • Maudet C, Miller C, Bassano B, Breitenmoser-Wüsten C, Gauthier D, Obexer-Ruff G, Michallet J, Taberlet P, Luikart G (2002) Microsatellite DNA and recent statistical methods in wildlife conservation management: applications in Alpine ibex [Capra ibex (ibex)]. Molec Ecol 11:421–436

    Article  CAS  Google Scholar 

  • McCauley DE (1995) The use of chloroplast DNA polymorphism in studies of gene flow in plants. Trends Ecol Evol 10:198–202

    Article  Google Scholar 

  • Michalski SG, Durka W (2007) High selfing and high inbreeding depression in peripheral populations of Juncus atratus. Molec Ecol 16:4715–4727

    Article  Google Scholar 

  • Milligan BG (1991) Chloroplast DNA diversity within and among populations of Trifolium pratense. Curr Genet 19:411–416

    Article  CAS  Google Scholar 

  • Morrell PL, Lundy KE, Clegg MT (2003) Distinct geographic patterns of genetic diversity are maintained in wild barley (Hordeum vulgare ssp. spontaneum) despite migration. Proc Natl Acad Sci USA 100:10812–10817

    Article  CAS  PubMed  Google Scholar 

  • Morrison D (2008) Homology assessment in non-coding genomic regions. Pl Syst Evol Suppl (this issue)

  • Muellner AN, Tremetsberger K, Stuessy T, Baeza CM (2005) Pleistocene refugia and recolonization routes in the southern Andes: insights from Hypochaeris palustris (Asteraceae, Lactuceae). Molec Ecol 14:203–212

    Article  CAS  Google Scholar 

  • Nei M (1973) Analysis of gene diversity in subdivided populations. Proc Natl Acad Sci USA 70:3321–3323

    Article  CAS  PubMed  Google Scholar 

  • Nei M (1987) Molecular evolutionary genetics. Columbia Univ. Press, New York

    Google Scholar 

  • Neigel JE (1997) A comparison of alternative strategies for estimating gene flow from genetic markers. Annual Rev Ecol Syst 28:105–128

    Article  Google Scholar 

  • Neigel JE, Avise JC (1993) Application of a random-walk model to geographic distribution of animal mitochondrial DNA. Genetics 135:1209–1220

    CAS  PubMed  Google Scholar 

  • Neigel JE, Ball RM, Avise JC (1991) Estimation of single generation migration distances from geographic variation in animal mitochondrial DNA. Evolution 45:423–432

    Article  Google Scholar 

  • Nettel A, Dodd RS (2007) Drifting propaguls and receding swamps: genetic footprints of mangrove recolonization and dispersal along tropical coasts. Evolution 61:958–971

    Article  CAS  PubMed  Google Scholar 

  • Nybom H (2004) Comparison of different nuclear markers for estimating intraspecific genetic diversity in plants. Molec Ecol 13:1143–1155

    Article  CAS  Google Scholar 

  • Okada M, Ahmad R, Jaseniuk M (2007) Microsatellite variation points to local landscape plantings as sources of invasive pampas grass (Cortaderia selloana) in California. Molec Ecol 16:4956–4971

    Article  CAS  Google Scholar 

  • Olsen KM, Schaal BA (1999) Evidence on the origin of cassava: phylogeography of Manihot esculenta. Proc Natl Acad Sci USA 96:5586–5591

    Article  CAS  PubMed  Google Scholar 

  • Palme AE, Su Q, Palsson S, Lascoux M (2004) Extensive sharing of chloroplast haplotypes among European birches indicates hybridization among Betula pendula, B. pubescens and B. nana. Molec Ecol 13:167–178

    Article  CAS  Google Scholar 

  • Palmer JD (1992) Mitochondrial DNA in plant systematics: applications and limitations. In: Soltis PS, Soltis DE, Doyle JJ (eds) Molecular systematics of plants. Chapman and Hall, New York, pp 26–49

    Google Scholar 

  • Panchal M (2007) The automation of nested clade phylogeographic analysis. Bioinformatics 4:509–510

    Google Scholar 

  • Panchal M, Beaumont MA (2007) The automation and evaluation of nested clade phylogeographic analysis. Evolution 61:1466–1480

    Article  PubMed  Google Scholar 

  • Pastorino MJ, Gallo LA (2002) Quaternary evolutionary history of Austrocedrus chilensis, a cypress native to the Andean Patagonian forest. J Biogeography 29:1167–1178

    Article  Google Scholar 

  • Pearse DE, Crandall KA (2004) Beyond FST: analysis of population genetic data for conservation. Conservation Genet 5:585–602

    Article  CAS  Google Scholar 

  • Petit RJ (2008) The coup de grâce for the nested clade phylogeographic analysis? Molec Ecol 17:516–518

    Google Scholar 

  • Petit RJ, Grivet D (2002) Optimal randomizaton strategies when testing the existence of a phylogeographic structure. Genetics 161:469–471

    CAS  PubMed  Google Scholar 

  • Petit RJ, Brewer S, Bordács S, Burg K, Cheddadi R, Coart E, Cottrell J, Csaikl UM, van Dam B, Deans JD, Espinel S, Fineschi S, Finkeldey R, Glaz I, Goicoechea PG, Svejgaard Jensen J, König AO, Lowe AJ, Flemming Madsen S, Mátyás G, Munro RC, Popescu F, Slade D, Tabbener H, de Vries SGM, Ziegenhagen B, de Beaulieu J-L, Kremer A (2002) Identification of refugia and post-glacial colonisation routes of European white oaks based on chloroplast DNA and fossil pollen evidence. Forest Ecol Manag 156:49–74

    Article  Google Scholar 

  • Petit RJ, Duminil J, Fineschi S, Hampe A, Salvini D, Vendramin GG (2005) Comparative organization of chloroplast, mitochondrial and nuclear diversity in plant populations. Molec Ecol 14:689–701

    Article  CAS  Google Scholar 

  • Posada D, Crandall KA (2001) Intraspecific gene genealogies: trees grafting into networks. Trends Ecol Evol 16:37–45

    Article  PubMed  Google Scholar 

  • Posada D, Crandall KA, Templeton AR (2000) GeoDis: a program for the cladistic nested analysis of the geographical distribution of genetic haplotypes. Molec Ecol 9:487–488

    Article  CAS  Google Scholar 

  • Powell W, Morgante M, McDevitt R, Vendramin GG, Rafalski JA (1995) Polymorphic simple sequence repeat regions in chloroplast genomes: applications to the population genetics of pines. Proc Natl Acad Sci USA 92:7759–77763

    Article  CAS  PubMed  Google Scholar 

  • Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945–959

    CAS  PubMed  Google Scholar 

  • Provan J, Soranzo N, Wilson NJ, Goldstein DB, Powell W (1999) A low mutation rate for chloroplast microsatellites. Genetics 153:943–947

    CAS  PubMed  Google Scholar 

  • Provan J, Powell W, Hollingsworth PM (2001) Chloroplast microsatellites: new tools for studies in plant ecology and evolution. Trends Ecol Evol 16:142–147

    Article  PubMed  Google Scholar 

  • Ramey RR, Luikart G, Singer FJ (2000) Genetic bottlenecks resulting from restoration efforts: the case of bighorn sheep in Badlands National Park. Rest Ecol 8:85–90

    Article  Google Scholar 

  • Rein T, Warmund U, Groth-Malonke M, Frahm JP, Knoop V (2008) Fifty mosses and three trees: comparing non-coding loci in the mitochondrial DNA in bryophyte phylogeny. Pl Syst Evol Suppl (this issue)

  • Rendell S, Ennos RA (2002) Chloroplast DNA diversity in Calluna vulgaris (heather) populations in Europe. Molec Ecol 11:69–78

    Article  CAS  Google Scholar 

  • Richards MB, Macauly VA, Bandelt H-J, Sykes BC (1998) Phylogeography of mitochondrial DNA in western Europe. Ann Hum Genet 62:241–260

    Article  CAS  PubMed  Google Scholar 

  • Sacks BN, Louie S (2008) Using the dog genome to find single nucleotide polymorphisms in red foxes and other distantly related members of the Canidae. Molec Ecol Res 8:35–49

    Article  CAS  Google Scholar 

  • Sanderson MJ (2002) Estimating absolute rates of molecular evolution and divergence times: a penalized likelihood approach. Molec Biol Evol 19:101–109

    CAS  PubMed  Google Scholar 

  • Schaal BA, Olsen KM (2000) Gene genealogies and population variation in plants. Proc Natl Acad Sci USA 97:7024–7029

    Article  CAS  PubMed  Google Scholar 

  • Schmid K, Torjek O, Meyer R, Schmuths H, Hoffmann MH, Altmann T (2006) Evidence for a large-scale population structure of Arabidopsis thaliana from genome-wide single nucleotide polymorphism markers. Theor Appl Genet 112:1104–1114

    Article  CAS  PubMed  Google Scholar 

  • Schmuths H, Hoffmann MH, Bachmann K (2004) Geographic distribution and recombination of genomic fragments on the short arm of chromosome 2 of Arabidopsis thaliana. Pl Biol 6:128–139

    Article  CAS  Google Scholar 

  • Schönswetter P, Stehlik I, Holderegger R, Tribsch A (2005) Molecular evidence for glacial refugia of mountain plants in the European Alps. Molec Ecol 14:3547–3555

    Article  CAS  Google Scholar 

  • Shaw J, Lickey AB, Beck JT, Farmer SB, Liu W, Miller J, Siripun KC, Winder CT, Schilling EE, Small RL (2005) The tortoise and the hare II: relative utility of 21 noncoding chloroplast DNA sequences for phylogenetic analysis. Amer J Bot 92:142–166

    Article  CAS  Google Scholar 

  • Shaw J, Lickey EB, Schilling EE, Small RL (2007) Comparison of whole chloroplast genome sequences to choose noncoding regions for phylogenetic studies in angiosperms: the tortoise and the hare III. Amer J Bot 94:275–288

    Article  CAS  Google Scholar 

  • Shepherd LD, Perrie LR, Brownsey J (2007) Fire and ice: volcanic and glacial impacts on the phylogeography of the New Zealand forest fern Asplenium hookerianum. Molec Ecol 16:4536–4549

    Article  CAS  Google Scholar 

  • Slatkin M (1985) Gene flow in natural populations. Annual Rev Ecol Syst 16:393–430

    Article  Google Scholar 

  • Slatkin M, Barin NH (1989) A comparison of three indirect methods for estimating average levels of gene flow. Evolution 43:1349–1368

    Article  Google Scholar 

  • Smulders MJM, van der Schoot J, Geerts RHEM, Antonisse-de Jong AG, Korevaar H, van der Werf A, Vosman B (2000) Genetic diversity and the reintroduction of meadow species. Pl Biol 2:447–454

    Article  Google Scholar 

  • Soltis DE, Soltis PS, Milligan BG (1992) Intraspecific chloroplast DNA variation: systematic and phylogenetic implications. In: Soltis PS, Soltis DE, Doyle JJ (eds) Molecular systematics of plants. Chapman and Hall, New York, pp 117–150

    Google Scholar 

  • Soltis DE, Gitzendanner MA, Strenge DD, Soltis PS (1997) Chloroplast DNA intraspecific phylogeography of plants from the Pacific Northwest of North America. Pl Syst Evol 206:353–373

    Article  Google Scholar 

  • Soltis DE, Morris AB, McLachlan JS, Manos PS, Soltis PS (2006) Comparative phylogeography of unglaciated eastern North America. Molec Ecol 15:4261–4293

    Article  Google Scholar 

  • Song B-H, Clauss MJ, Pepper A, Mitchell-Olds T (2006) Geographic patterns of microsatellite variation in Boechera stricta, a close relative of Arabidopsis. Molec Ecol 15:357–369

    Article  CAS  Google Scholar 

  • Stehlik I (2002) Glacial history of the alpine herb Rumex nivalis (Polygonaceae): a comparison of common phylogeographic methods with nested clade analysis. Amer J Bot 89:2007–2016

    Article  Google Scholar 

  • Stehlik I (2003) Resistance or emigration? Response of alpine plants to the ice ages. Taxon 52:499–510

    Article  Google Scholar 

  • Stehlik I, Blattner FR, Holderegger R, Bachmann K (2002) Nunatak survival of the high Alpine plant Eritrichium nanum (L.) Gaudin in the central Alps during the ice ages. Molec Ecol 11:2027–2036

    Article  CAS  Google Scholar 

  • Syring J, Farrell K, Businsky R, Cronn R, Liston A (2007) Widespread genealogical nonmonophyly in species of Pinus subgenus Strobus. Syst Biol 56:163–181

    Article  CAS  PubMed  Google Scholar 

  • Taberlet P, Gielly L, Pautou G, Bouvet J (1991) Universal primers for amplification of three non-coding regions of chloroplast DNA. Pl Molec Biol 17:1105–1109

    Article  CAS  Google Scholar 

  • Taberlet P, Fumagalli L, Wust-Saucy A-G, Cosson J-F (1998) Comparative phylogeography and postglacial colonization routes in Europe. Molec Ecol 7:453–464

    Article  CAS  Google Scholar 

  • Takayama K, Kajita T, Murata J, Tateishi Y (2006) Phylogeography and genetic structure of Hibiscus tiliaceus––speciation of a pantropical plant with sea-drifted seeds. Molec Ecol 15:2871–2881

    Article  CAS  Google Scholar 

  • Tautz D (1989) Hypervariability of simple sequences as a general source for polymorphic DNA markers. Nucleic Acids Res 17:6463–6471

    Article  CAS  PubMed  Google Scholar 

  • Tautz D, Trick M, Dover GA (1986) Cryptic simplicity in DNA is a major source of genetic variation. Nature 322:652–656

    Article  CAS  PubMed  Google Scholar 

  • Tavaré S (1984) Line-of-descent and genealogical processes, and their applications in population genetic models. Theor Pop Biol 26:119–164

    Article  Google Scholar 

  • Templeton AR (1998) Nested clade analyses of phylogeographic data: testing hypotheses about gene flow and population history. Molec Ecol 7:381–397

    Google Scholar 

  • Templeton AR (2004) Statistical phylogeography: methods of evaluating and minimizing inference errors. Molec Ecol 13:789–809

    Article  Google Scholar 

  • Templeton AR (2008) Nested clade analysis: an extensively validated method for strong phylogeographic inference. Molec Ecol 17:1877–1880

    Google Scholar 

  • Templeton AR, Routmann E, Phillips CA (1995) Separating population structure from population history: a cladistic analysis of the geographical distribution of mitochondrial DNA haplotypes in the Tiger Salamander, Ambystoma tigrum. Genetics 140:767–782

    CAS  PubMed  Google Scholar 

  • Tollefsrud MM, Bachmann K, Jakobsen KS, Brochmann C (1998) Glacial survival does not matter II: RAPD phylogeography of nordic Saxifraga cespitosa. Molec Ecol 7:1217–1232

    Article  CAS  Google Scholar 

  • Tomaru N, Takahashi M, Tsumura Y, Takahashi M, Ohba K (1998) Intraspecific variation and phylogeographic patterns of Fagus crenata (Fagaceae) mitochondrial DNA. Amer J Bot 85:629–636

    Article  CAS  Google Scholar 

  • Tremblay NO, Schoen DJ (1999) Molecular phylogeography of Dryas integrifolia: glacial refugia and postglacial recolonization. Molec Ecol 8:1187–1198

    Article  Google Scholar 

  • van Dijk P, Bakx-Schotman T (1997) Chloroplast DNA phylogeography and cytotype geography in autopolyploid Plantago media. Molec Ecol 6:345–352

    Article  Google Scholar 

  • Vos P, Hogers R, Bleeker M, Reijans M, van de Lee T, Hornes M, Freuters A, Pot J, Peleman J, Kuiper M, Zabeau M (1995) AFLP, a new technique for DNA fingerprinting. Nucleic Acids Res 23:4407–4414

    Article  CAS  PubMed  Google Scholar 

  • Wagner DB (1992) Nuclear, chloroplast, and mitochondrial DNA polymorphisms as biochemical markers in population genetic analyses of forest trees. New For 6:373–390

    Google Scholar 

  • Wagner DB, Furnier GR, Saghai-Maroof MA, Willians SM, Dancik BP, Allard RW (1987) Chloroplast DNA polymorphisms in lodgepole and jack pines and their hybrids. Proc Natl Acad Sci USA 84:2097–2100

    Article  CAS  PubMed  Google Scholar 

  • Waples RS, Gaggiotti O (2006) What is a population? An empirical evaluation of some genetic methods for identifying the number of gene pools and their degree of connectivity. Molec Ecol 15:1419–1439

    Article  CAS  Google Scholar 

  • Weising K, Gardner RC (1999) A set of conserved PCR primers for the analysis of simple sequence repeat polymorphisms in chloroplast genomes of dicotyledonous angiosperms. Genome 42:9–19

    Article  CAS  PubMed  Google Scholar 

  • Welsh J, McClelland M (1990) Fingerprinting genomes using PCR with arbitrary primers. Nucleic Acids Res 18:7213–7218

    Article  CAS  PubMed  Google Scholar 

  • Wendel JF, Doyle JJ (1999) Phylogenetic incongruence: window into genome history and molecular evolution. In: Soltis DE, Soltis PS, Doyle JJ (eds) Molecular systematics of plants II: DNA sequencing. Kluwer, Dordrecht, pp 265–296

    Google Scholar 

  • White TJ, Bruns T, Lee S, Taylor J (1990) Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics. In: Innis MA, Gelfand DH, Sninsky JJ, White TJ (eds) PCR protocols: a guide to methods and applications. Academic Press, San Diego, pp 315–322

    Google Scholar 

  • Whitlock MC, McCauley DE (1999) Indirect measures of gene flow and migration: FST ≠ 1/(4 Nm + 1). Heredity 82:117–125

    Article  PubMed  Google Scholar 

  • Williams JG, Kubelik AR, Livak KJ, Rafalski JA, Tingey SV (1990) DNA polymorphisms amplified by arbitrary primers are useful as genetic markers. Nucleic Acids Res 18:6531–6535

    Article  CAS  PubMed  Google Scholar 

  • Williams DA, Overholt WA, Cuda JP, Hughes CR (2005) Chloroplast and microsatellite DNA diversities reveal the introduction history of Brazilian peppertree (Schinus terebinthifolius) in Florida. Molec Ecol 14:3643–3656

    Article  CAS  Google Scholar 

  • Wolfe KH, Li W-H, Sharp PM (1987) Rates of nucleotide substitution vary greatly among plant mitochondrial, chloroplast, and nuclear DNAs. Proc Natl Acad Sci USA 84:9054–9058

    Article  CAS  PubMed  Google Scholar 

  • Wright S (1931) Evolution in Mendelian population. Genetics 16:97–159

    CAS  PubMed  Google Scholar 

  • Wright S (1951) The genetical structure of populations. Eugenics 15:323–354

    Google Scholar 

  • Xu DH, Abe J, Sakai M, Kanazawa A, Shimamoto Y (2000) Sequence variation of non-coding regions of chloroplast DNA of soybean and related wild species and its implications for the evolution of different chloroplast haplotypes. Theoret Appl Genet 101:742–732

    Article  Google Scholar 

  • Zhang L-B, Comes HP, Kadereit JW (2001) Phylogeny and Quaternary history of the European montane/alpine endemic Soldanella (Primulaceae) based on ITS and AFLP variation. Amer J Bot 88:2331–2345

    Article  CAS  Google Scholar 

  • Zhang A-B, Tan S, Sota T (2006) AUTOINFER 1.0: a computer program to infer biogeographical events automatically. Molec Ecol Notes 6:597–599

    Article  Google Scholar 

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Pleines, T., Jakob, S.S. & Blattner, F.R. Application of non-coding DNA regions in intraspecific analyses. Plant Syst Evol 282, 281–294 (2009). https://doi.org/10.1007/s00606-008-0036-9

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