研究生: |
熊桓翊 Hsiung, Huan-Yi |
---|---|
論文名稱: |
尖葉楓與台灣紅榨槭種間的基因漸滲與氣候之關聯 Correlation between climate and introgression in two Acer species, A. caudatifolium and A. rubescens. |
指導教授: |
廖培鈞
Liao, Pei-Chun |
學位類別: |
碩士 Master |
系所名稱: |
生命科學系 Department of Life Science |
論文出版年: | 2019 |
畢業學年度: | 107 |
語文別: | 中文 |
論文頁數: | 48 |
中文關鍵詞: | 天擇 、台灣紅榨槭 、尖葉楓 、基因漸滲 、環境相關性分析 、次世代定序 |
英文關鍵詞: | adaptive introgression, Acer caudatifolium, A. rubescens, genome-environmental association analysis, next-generation sequencing, selection |
DOI URL: | http://doi.org/10.6345/NTNU201900715 |
論文種類: | 學術論文 |
相關次數: | 點閱:111 下載:0 |
分享至: |
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
物種間的雜交能增加物種對於新環境的適應潛能。在此研究中我利用基因組尺度的遺傳資料檢驗兩個高度分化的楓屬物種間的雜交與天擇,並驗證跨越不同環境下的適應。我從全台灣跨越高低海拔的採集這兩個遺傳上有分化的尖葉楓(Acer caudatifolium)與台灣紅榨槭(A. rubescens),共271個個體,利用multiple shotgun sequencing所獲得的3281個單一核甘酸多型性檢驗物種間的基因漸滲。族群結構分析與演化模型都指出尖葉楓與台灣紅榨槭間有次級接觸和基因漸滲。基因組-環境相關性分析則顯示這兩個物種在環境上分化。在3281個SNP中有16個SNP是在種間高度分化、與環境因子相關且有基因漸滲的。然而根據CCA的結果卻顯示遺傳混雜的個體並沒有分布在不同於親本的環境。從這些結果指出在高度分化的兩個物種也能有基因漸滲的可能,但大多被物種間的屏障所限制。然而尖葉楓與台灣紅榨槭間的基因漸滲沒有辦法證明與異質環境的適應之間的相關性。
Interspecific hybridization may enhance the capacity of species to adapt to novel environment, and selection not only promote adaptive introgression but also act to maintain species boundaries. In this study, I used genome-wide estimates of admixture and selection to examine the introgression between two genetically differentiated Acer species, and testing adaptation across heterogeneous environments. Introgression was examined for 271 individuals of Acer caudatifolium and A. rubescens collected from Taiwan island spanning from low altitude to high altitude using a panel of 3281 single nucleotide polymorphisms with multiple shotgun sequencing. Both the population structure and demographic model point to secondary contact model and introgression between Acer caudatifolium and A. rubescens. Genome-wide environment association analyses show they are ecologically differentiated. 16 of the 3281 SNP are high divergence, associated with environment factor and introgressed. However, results of CCA show that genetic admixture individuals of sink species do not show the same environmental similarities with source species. These results indicate that high divergence SNPs may introgression between two genetically differentiated species but most were restricted by species boundary. Introgression between A. caudatifolium and A. rubescens were failed to find association with adaptation across heterogeneous environments.
Abrams, M. D., Kubiske, M. E. (1990). Leaf structural characteristics of 31 hardwood and conifer tree species in central Wisconsin: influence of light regime and shade-tolerance rank. Forest ecology and management, 31(4), 245. DOI: 10.1016/0378-1127(90)90072-J
Aitken, S. N., Yeaman, S., Holliday, J. A., Wang, T., Curtis‐McLane, S. (2008). Adaptation, migration or extirpation: climate change outcomes for tree populations. Evolutionary Applications, 1(1), 95. DOI: 10.1111/j.1752-4571.2007.00013.x.
Alexander, D. H., Novembre, J., Lange, K. (2009). Fast model-based estimation of ancestry in unrelated individuals. Genome Research, 19 1655. DOI: 10.1101/gr.094052.109
Anderson, E. (1949) Introgressive hybridization. New York: J. Wiley.
Anderson, E., Stebbins Jr, G. L. (1954). Hybridization as an evolutionary stimulus. Evolution, 8(4), 378. DOI: 10.2307/2405784
Andolfatto, P., Davison, D., Erezyilmaz, D., Hu, T. T., Mast, J., Sunayama-Morita, T., Stern, D. L. (2011). Multiplexed shotgun genotyping for rapid and efficient genetic mapping. Genome Research, 21(4), 610. DOI: 10.1101/gr.115402.110
Antao, T., Lopes, A., Lopes, R. J., Beja-Pereira, A., Luikart, G. (2008). LOSITAN: a workbench to detect molecular adaptation based on a FST-outlier method. BMC bioinformatics, 9(1), 323. DOI: 10.1186/1471-2105-9-323
Avise, J. C. (2000) Phylogeography: the history and formation of species: Harvard university press.
Barton, N. H., De Cara, M. A. R. (2009). The evolution of strong reproductive isolation. Evolution: International Journal of Organic Evolution, 63(5), 1171. DOI: 10.1111/j.1558-5646.2009.00622.x
Beaumont, M. A. (2005). Adaptation and speciation: what can FST tell us? Trends in ecology & evolution, 20(8), 435. DOI: 10.1016/j.tree.2005.05.017
Beckage, B., Osborne, B., Gavin, D. G., Pucko, C., Siccama, T., Perkins, T. (2008). A rapid upward shift of a forest ecotone during 40 years of warming in the Green Mountains of Vermont. Proceedings of the National Academy of Sciences, 105(11), 4197. DOI: 10.1073/pnas.0708921105
Benjamini, Y., Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal statistical society: series B (Methodological), 57(1), 289. DOI: 10.2307/2346101
Bennett, K., Tzedakis, P., Willis, K. (1991). Quaternary refugia of north European trees. Journal of Biogeography, 18(1), 103. DOI: 10.2307/2845248
Boulter, M., Benfield, J., Fisher, H., Gee, D., Lhotak, M. (1996). The evolution and global migration of the Aceraceae. Philosophical Transactions of the Royal Society B: Biological Sciences, 351(1340), 589. DOI: 10.1098/rstb.1996.0058
Brooker, R. W., Travis, J. M., Clark, E. J., Dytham, C. (2007). Modelling species’ range shifts in a changing climate: the impacts of biotic interactions, dispersal distance and the rate of climate change. Journal of theoretical biology, 245(1), 59. DOI: 10.1016/j.jtbi.2006.09.033
Castro-Diez, P., Villar-Salvador, P., Pérez-Rontomé, C., Maestro-Martínez, M., Montserrat-Martí, G. (1997). Leaf morphology and leaf chemical composition in three Quercus (Fagaceae) species along a rainfall gradient in NE Spain. Trees, 11(3), 127. DOI: 10.1007/s004680050068
Catchen, J., Amores, A., Hohenlohe, P., Cresko, W., Postlethwait, J. H. (2011). Stacks: building and genotyping loci de novo from short-read sequences. G3: Genes, genomes, genetics, 1(3), 171. DOI: 10.1534/g3.111.000240
Catchen, J., Hohenlohe, P. A., Bassham, S., Amores, A., Cresko, W. A. (2013). Stacks: an analysis tool set for population genomics. Molecular Ecology, 22(11), 3124. DOI: 10.1111/mec.12354
Caye, K., Jumentier, B., Lepeule, J., François, O. (2019). LFMM 2: fast and accurate inference of gene-environment associations in genome-wide studies. Molecular Biology and Evolution, 36(4), 852. DOI: 10.1093/molbev/msz008.
Charles, K. L., Bell, R. C., Blackburn, D. C., Burger, M., Fujita, M. K., Gvoždík, V., Jongsma, G. F., Kouete, M. T., Leaché, A. D., Portik, D. M. (2018). Sky, sea, and forest islands: Diversification in the African leaf‐folding frog Afrixalus paradorsalis (Anura: Hyperoliidae) of the Lower Guineo‐Congolian rain forest. Journal of Biogeography, 45(8), 1781. DOI: 10.1111/jbi.13365
Charlesworth, B., BartolomÉ, C., NoËl, V. (2005). The detection of shared and ancestral polymorphisms. Genetics Research, 86(2), 149. DOI: 10.1017/S0016672305007743
Chhatre, V. E., Evans, L. M., DiFazio, S. P., Keller, S. R. (2018). Adaptive introgression and maintenance of a trispecies hybrid complex in range‐edge populations of Populus. Molecular Ecology, 27(23), 4820. DOI: 10.1111/mec.14820
Coffman, A. J., Hsieh, P. H., Gravel, S., Gutenkunst, R. N. (2015). Computationally efficient composite likelihood statistics for demographic inference. Molecular Biology and Evolution, 33(2), 591. DOI: 10.1093/molbev/msv255
Cooley, D. (2017) googleway: Accesses Google Maps APIs to Retrieve Data and Plot Maps R package version 2.0 https://cran.r-project.org/web/packages/googleway/index.html
Davis, J., Taylor, S. (1980). Leaf physiognomy and climate: a multivariate analysis. Quaternary Research, 14(3), 337. DOI: 10.1016/0033-5894(80)90015-0
Devlin, B., Roeder, K. (1999). Genomic control for association studies. Biometrics, 55(4), 997. DOI: 10.1111/j.0006-341X.1999.00997.x
Dopman, E. B., Pérez, L., Bogdanowicz, S. M., Harrison, R. G. (2005). Consequences of reproductive barriers for genealogical discordance in the European corn borer. Proceedings of the National Academy of Sciences, 102(41), 14706. DOI: 10.1073/pnas.0502054102
Doyle, J. (1991) DNA protocols for plants. In: Molecular Techniques in Taxonomy. Edited by G.M. Hewitt, A.W.B. Johnston, J.P.W. Young, vol. 57: Springer, Berlin, Heidelberg; 283.
Eaton, D. A., Hipp, A. L., González‐Rodríguez, A., Cavender‐Bares, J. (2015). Historical introgression among the American live oaks and the comparative nature of tests for introgression. Evolution, 69(10), 2587. DOI: 10.1111/evo.12758
Falush, D., Stephens, M., Pritchard, J. K. (2003). Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies. Genetics, 164(4), 1567.
Falush, D., Stephens, M., Pritchard, J. K. (2007). Inference of population structure using multilocus genotype data: dominant markers and null alleles. Molecular ecology notes, 7(4), 574. DOI: 10.1111/j.1471-8286.2007.01758.x
Feder, J. L., Nosil, P. (2010). The efficacy of divergence hitchhiking in generating genomic islands during ecological speciation. Evolution: International Journal of Organic Evolution, 64(6), 1729. DOI: 10.1111/j.1558-5646.2010.00943.x
Feder, J. L., Egan, S. P., Nosil, P. (2012). The genomics of speciation-with-gene-flow. Trends in Genetics, 28(7), 342. DOI: 10.1016/j.tig.2012.03.009
Fick, S. E., Hijmans, R. J. (2017). WorldClim 2: new 1‐km spatial resolution climate surfaces for global land areas. International Journal of Climatology, 37(12), 4302. DOI: 10.1002/joc.5086
Frichot, E., Schoville, S. D., Bouchard, G., François, O. (2013). Testing for associations between loci and environmental gradients using latent factor mixed models. Molecular Biology and Evolution, 30(7), 1687. DOI: 10.1093/molbev/mst063
Frichot, E., François, O. (2015). LEA: an R package for landscape and ecological association studies. Methods in Ecology and Evolution, 6(8), 925. DOI: 10.1111/2041-210X.12382
Godbout, J., JARAMILLO‐CORREA, J. P., Beaulieu, J., Bousquet, J. (2005). A mitochondrial DNA minisatellite reveals the postglacial history of jack pine (Pinus banksiana), a broad‐range North American conifer. Molecular Ecology, 14(11), 3497. DOI: 10.1111/j.1365-294X.2005.02674.x
Gompert, Z., Buerkle, C. A. (2009). A powerful regression‐based method for admixture mapping of isolation across the genome of hybrids. Molecular Ecology, 18(6), 1207. DOI: 10.1111/j.1365-294X.2009.04098.x
Gompert, Z., Buerkle, C. A. (2010). INTROGRESS: a software package for mapping components of isolation in hybrids. Molecular ecology resources, 10(2), 378. DOI: 10.1111/j.1755-0998.2009.02733.x
Gosselin, T. (2017) Radiator: RADseq data exploration, manipulation and visualization using R https://github.com/thierrygosselin/stackr
Goulet, B. E., Roda, F., Hopkins, R. (2017). Hybridization in plants: old ideas, new techniques. Plant physiology, 173(1), 65. DOI: 10.1104/pp.16.01340
Gutenkunst, R. N., Hernandez, R. D., Williamson, S. H., Bustamante, C. D. (2009). Inferring the joint demographic history of multiple populations from multidimensional SNP frequency data. PLOS Genetics, 5(10), e1000695. DOI: 10.1371/journal.pgen.1000695
Hamilton, J. A., Amanda, R., Aitken, S. N. (2015). Fine-scale environmental variation contributes to introgression in a three-species spruce hybrid complex. Tree genetics & genomes, 11(1), 817. DOI: 10.1007/s11295-014-0817-y
Hijmans, R. J., Cameron, S. E., Parra, J. L., Jones, P. G., Jarvis, A. (2005). Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology, 25(15), 1965. DOI: 10.1002/joc.1276
Hoffmann, A. A., Sgro, C. M. (2011). Climate change and evolutionary adaptation. Nature, 470(7335), 479. DOI: 10.1038/nature09670
Hohenlohe, P. A., Bassham, S., Etter, P. D., Stiffler, N., Johnson, E. A., Cresko, W. A. (2010). Population genomics of parallel adaptation in threespine stickleback using sequenced RAD tags. PLOS Genetics, 6(2), e1000862. DOI: 10.1371/journal.pgen.1000862
Huang, J. P., Lin, C. P. (2011). Lineage-specific late pleistocene expansion of an endemic subtropical gossamer-wing damselfly, Euphaea formosa, in Taiwan. BMC Evolutionary Biology, 11(1), 94. DOI: 10.1186/1471-2148-11-94
Huang, T. C., Liu, T. s., Li, H. L., Koyama, T., DeVol, C. E. (1997) Aceraceae. In: Flora of Taiwan. Edited by Ltd. Li HL. Epoch Pub. Co., vol. 3, 1st edn. Taipei, Taiwan; 574.
Hudson, R. R., Coyne, J. A. (2002). Mathematical consequences of the genealogical species concept. Evolution, 56(8), 1557. DOI: 10.1111/j.0014-3820.2002.tb01467.x
Huerta-Sánchez, E., Jin, X., Asan, Bianba, Z., Peter, B. M., Vinckenbosch, N., Liang, Y., Yi, X., He, M., Somel, M., Ni, P., Wang, B., Ou, X., Huasang, Luosang, J., Cuo, Z. X. P., Li, K., Gao, G., Yin, Y., Wang, W., Zhang, X., Xu, X., Yang, H., Li, Y., Wang, J., Wang, J., Nielsen, R. (2014). Altitude adaptation in Tibetans caused by introgression of Denisovan-like DNA. Nature, 512(7513), 194. DOI: 10.1038/nature13408
Hughes, L. (2000). Biological consequences of global warming: is the signal already apparent? Trends in ecology & evolution, 15(2), 56. DOI: 10.1016/S0169-5347(99)01764-4
Hwang, S. Y., Lin, T. P., Ma, C. S., Lin, C. L., Chung, J. D., Yang, J. C. (2003). Postglacial population growth of Cunninghamia konishii (Cupressaceae) inferred from phylogeographical and mismatch analysis of chloroplast DNA variation. Molecular Ecology, 12(10), 2689. DOI: 10.1046/j.1365-294X.2003.01935.x
Jombart, T. (2008). adegenet: a R package for the multivariate analysis of genetic markers. Bioinformatics, 24(11), 1403. DOI: 10.1093/bioinformatics/btn129
Jombart, T., Pontier, D., Dufour, A.-B. (2009). Genetic markers in the playground of multivariate analysis. Heredity, 102(4), 330. DOI: 10.1038/hdy.2008.130
Jombart, T., Ahmed, I. (2011). adegenet 1.3-1: new tools for the analysis of genome-wide SNP data. Bioinformatics, 27(21), 3070. DOI: 10.1093/bioinformatics/btr521
Keller, S. R., Soolanayakanahally, R. Y., Guy, R. D., Silim, S. N., Olson, M. S., Tiffin, P. (2011). Climate‐driven local adaptation of ecophysiology and phenology in balsam poplar, Populus balsamifera L.(Salicaceae). American journal of botany, 98(1), 99.
Kelly, A. E., Goulden, M. L. (2008). Rapid shifts in plant distribution with recent climate change. Proceedings of the National Academy of Sciences, 105(33), 11823. DOI: 10.1073/pnas.0802891105
Khodwekar, S., Gailing, O. (2017). Evidence for environment‐dependent introgression of adaptive genes between two red oak species with different drought adaptations. American journal of botany, 104(7), 1088. DOI: 10.3732/ajb.1700060
Le Roux, P. C., McGeoch, M. (2008). Rapid range expansion and community reorganization in response to warming. Global change biology, 14(12), 2950. DOI: 10.1111/j.1365-2486.2008.01687.x
Legendre, P., Oksanen, J., ter Braak, C. J. (2011). Testing the significance of canonical axes in redundancy analysis. Methods in Ecology and Evolution, 2(3), 269. DOI: 10.1111/j.2041-210X.2010.00078.x
Lexer, C., Joseph, J. A., van Loo, M., Barbará, T., Heinze, B., Bartha, D., Castiglione, S., Fay, M. F., Buerkle, C. A. (2010). Genomic admixture analysis in European Populus spp. reveals unexpected patterns of reproductive isolation and mating. Genetics, 186(2), 699. DOI: 10.1534/genetics.110.118828
Li, J., Yue, J., Shoup, S. (2006). Phylogenetics of Acer (Aceroideae, Sapindaceae) based on nucleotide sequences of two chloroplast non-coding regions. Harvard Papers in Botany 101. DOI: 10.3100/1043-4534(2006)11[101:POAASB]2.0.CO;2
Li, J. (2011). Phylogenetic evaluation of series delimitations in section Palmata (Acer, Aceroideae, Sapindaceae) based on sequences of nuclear and chloroplast genes. Aliso: A Journal of Systematic and Evolutionary Botany, 29(1), 43. DOI: 10.5642/aliso.20112901.05
Li, Y., Tada, F., Yamashiro, T., Maki, M. (2016). Long-term persisting hybrid swarm and geographic difference in hybridization pattern: genetic consequences of secondary contact between two Vincetoxicum species (Apocynaceae–Asclepiadoideae). BMC Evolutionary Biology, 16(1), 20. DOI: 10.1186/s12862-016-0587-2
Liao, P. C., Kuo, D. C., Lin, C. C., Ho, K. C., Lin, T. P., Hwang, S. Y. (2010). Historical spatial range expansion and a very recent bottleneck of Cinnamomum kanehirae Hay.(Lauraceae) in Taiwan inferred from nuclear genes. BMC Evolutionary Biology, 10(1), 124. DOI: 10.1186/1471-2148-10-124
Lind-Riehl, J., Gailing, O. (2016). Adaptive variation and introgression of a CONSTANS-like gene in North American red oaks. Forests, 8(1), 3. DOI: 10.3390/f8010003
Ma, Y., Wang, J., Hu, Q., Li, J., Sun, Y., Zhang, L., Abbott, R. J., Liu, J., Mao, K. (2019). Ancient introgression drives adaptation to cooler and drier mountain habitats in a cypress species complex. Communications Biology, 2(1), 213. DOI: 10.1038/s42003-019-0445-z
MacDonald, G., Cwynar, L. C. (1991). Post-glacial population growth rates of Pinus contorta ssp. latifolia in western Canada. The Journal of Ecology 417. DOI: 10.2307/2260723
Mandeville, E. G., Parchman, T. L., Thompson, K. G., Compton, R. I., Gelwicks, K. R., Song, S. J., Buerkle, C. A. (2017). Inconsistent reproductive isolation revealed by interactions between Catostomus fish species. Evolution Letters, 1(5), 255. DOI: 10.1002/evl3.29
Marron, N., Villar, M., Dreyer, E., Delay, D., Boudouresque, E., Petit, J.-M., Delmotte, F. M., Guehl, J.-M., Brignolas, F. (2005). Diversity of leaf traits related to productivity in 31 Populus deltoides× Populus nigra clones. Tree physiology, 25(4), 425. DOI: 10.1093/treephys/25.4.425
Martin, M. (2011). Cutadapt removes adapter sequences from high-throughput sequencing reads. EMBnet journal, 17(1), 10. DOI: 10.14806/ej.17.1.200
Mastretta‐Yanes, A., Arrigo, N., Alvarez, N., Jorgensen, T. H., Piñero, D., Emerson, B. (2015). Restriction site‐associated DNA sequencing, genotyping error estimation and de novo assembly optimization for population genetic inference. Molecular ecology resources, 15(1), 28. DOI: 10.1111/1755-0998.12291
McCarty, J. P. (2001). Ecological consequences of recent climate change. Conservation Biology, 15(2), 320. DOI: 10.1046/j.1523-1739.2001.015002320.x
Minder, A., Widmer, A. (2008). A population genomic analysis of species boundaries: neutral processes, adaptive divergence and introgression between two hybridizing plant species. Molecular Ecology, 17(6), 1552. DOI: 10.1111/j.1365-294X.2008.03709.x.
Moore, W. S. (1977). An evaluation of narrow hybrid zones in vertebrates. The Quarterly Review of Biology, 52(3), 263. https://www.jstor.org/stable/2824163
Morjan, C. L., Rieseberg, L. H. (2004). How species evolve collectively: implications of gene flow and selection for the spread of advantageous alleles. Molecular Ecology, 13(6), 1341. DOI: 10.1111/j.1365-294X.2004.02164.x
Nadeau, N. J., Whibley, A., Jones, R. T., Davey, J. W., Dasmahapatra, K. K., Baxter, S. W., Quail, M. A., Joron, M., Ffrench-Constant, R. H., Blaxter, M. L., Mallet, J., Jiggins, C. D. (2012). Genomic islands of divergence in hybridizing Heliconius butterflies identified by large-scale targeted sequencing. Philosophical Transactions of the Royal Society B: Biological Sciences, 367(1587), 343. DOI: 10.1098/rstb.2011.0198
Naimi, B. (2015) usdm: uncertainty analysis for species distribution models. R package version 1.7 https://www.rdocumentation.org/packages/usdm/versions/1.1-7
Noor, M. A., Feder, J. L. (2006). Speciation genetics: evolving approaches. Nature Reviews Genetics, 7(11), 851. DOI: 10.1038/nrg1968
Nosil, P. (2012) Ecological speciation: Oxford University Press.
Oksanen, J., Blanchet, F. G., Kindt, R., Legendre, P., O’hara, R., Simpson, G. L., Solymos, P., Stevens, M. H. H., Wagner, H. (2019) Vegan: community ecology package. R package version 2.5-5 https://CRAN.R-project.org/package=vegan
Parchman, T., Gompert, Z., Braun, M., Brumfield, R., McDonald, D., Uy, J., Zhang, G., Jarvis, E., Schlinger, B., Buerkle, C. (2013). The genomic consequences of adaptive divergence and reproductive isolation between species of manakins. Molecular Ecology, 22(12), 3304. DOI: 10.1111/mec.12201
Paris, J. R., Stevens, J. R., Catchen, J. M. (2017). Lost in parameter space: a road map for STACKS. Methods in Ecology and Evolution, 8(10), 1360. DOI: 10.1111/2041-210X.12775
Peres-Neto, P. R., Legendre, P., Dray, S., Borcard, D. (2006). Variation partitioning of species data matrices: estimation and comparison of fractions. Ecology, 87(10), 2614. DOI: 10.1890/0012-9658(2006)87[2614:VPOSDM]2.0.CO;2
Petit, R. J., Excoffier, L. (2009). Gene flow and species delimitation. Trends in ecology & evolution, 24(7), 386. DOI: 10.1016/j.tree.2009.02.011
Pfennig, K. S., Kelly, A. L., Pierce, A. A. (2016). Hybridization as a facilitator of species range expansion. Proceedings of the Royal Society B: Biological Sciences, 283(1839), 20161329. DOI: 10.1098/rspb.2016.1329
Porebski, S., Bailey, L. G., Baum, B. R. (1997). Modification of a CTAB DNA extraction protocol for plants containing high polysaccharide and polyphenol components. Plant molecular biology reporter, 15(1), 8. DOI: 10.1007/BF02772108
Portik, D. M., Leaché, A. D., Rivera, D., Barej, M. F., Burger, M., Hirschfeld, M., Rödel, M. O., Blackburn, D. C., Fujita, M. K. (2017). Evaluating mechanisms of diversification in a Guineo‐Congolian tropical forest frog using demographic model selection. Molecular Ecology, 26(19), 5245. DOI: 10.1111/mec.14266
Presgraves, D. C. (2007). Speciation genetics: epistasis, conflict and the origin of species. Current Biology, 17(4), R125. DOI: 10.1016/j.cub.2006.12.030
R Development Core Team (2018) R: A language and environment for statistical computing Vienna, Austria R Foundation for Statistical Computing. Retstrived from http://www.R-project.org/
Ravinet, M., Yoshida, K., Shigenobu, S., Toyoda, A., Fujiyama, A., Kitano, J. (2018). The genomic landscape at a late stage of stickleback speciation: High genomic divergence interspersed by small localized regions of introgression. PLOS Genetics, 14(5), e1007358. DOI: 10.1371/journal.pgen.1007358
Rellstab, C., Gugerli, F., Eckert, A. J., Hancock, A. M., Holderegger, R. (2015). A practical guide to environmental association analysis in landscape genomics. Molecular Ecology, 24(17), 4348. DOI: 10.1111/mec.13322
Rieseberg, L. H., Wendel, J. F. (1993) Introgression and its consequences in plants. In: Hybrid zones and the evolutionary process. Oxford University Press, Inc.; 70.
Rieseberg, L. H., Whitton, J., Gardner, K. (1999). Hybrid zones and the genetic architecture of a barrier to gene flow between two sunflower species. Genetics, 152(2), 713.
Rochette, N. C., Catchen, J. M. (2017). Deriving genotypes from RAD-seq short-read data using Stacks. Nature protocols, 12(12), 2640. DOI: 10.1038/nprot.2017.123
Sambatti, J. B., Strasburg, J. L., Ortiz‐Barrientos, D., Baack, E. J., Rieseberg, L. H. (2012). Reconciling extremely strong barriers with high levels of gene exchange in annual sunflowers. Evolution: International Journal of Organic Evolution, 66(5), 1459. DOI: 10.1111/j.1558-5646.2011.01537.x
Scascitelli, M., Whitney, K., Randell, R., King, M., Buerkle, C., Rieseberg, L. (2010). Genome scan of hybridizing sunflowers from Texas (Helianthus annuus and H. debilis) reveals asymmetric patterns of introgression and small islands of genomic differentiation. Molecular Ecology, 19(3), 521. DOI: 10.1111/j.1365-294X.2009.04504.x
Seehausen, O. (2004). Hybridization and adaptive radiation. Trends in ecology & evolution, 19(4), 198. DOI: 10.1016/j.tree.2004.01.003
Shafer, A. B., Côté, S. D., Coltman, D. W. (2011). Hot spots of genetic diversity descended from multiple Pleistocene refugia in an alpine ungulate. Evolution, 65(1), 125. DOI: 10.1111/j.1558-5646.2010.01109.x
Stebbins, G. L. (1959). The role of hybridization in evolution. Proceedings of the American Philosophical Society, 103(2), 231. DOI: 10.1046/j.1365-294x.2001.01216.x
Storz, J. F. (2005). Using genome scans of DNA polymorphism to infer adaptive population divergence. Molecular Ecology, 14(3), 671. DOI: 10.1111/j.1365-294X.2005.02437.x
Strasburg, J. L., Sherman, N. A., Wright, K. M., Moyle, L. C., Willis, J. H., Rieseberg, L. H. (2012). What can patterns of differentiation across plant genomes tell us about adaptation and speciation? Philosophical Transactions of the Royal Society B: Biological Sciences, 367(1587), 364. DOI: 10.1098/rstb.2011.0199
Suarez-Gonzalez, A., Hefer, C. A., Christe, C., Corea, O., Lexer, C., Cronk, Q. C. B., Douglas, C. J. (2016). Genomic and functional approaches reveal a case of adaptive introgression from Populus balsamifera (balsam poplar) in P. trichocarpa (black cottonwood). Molecular Ecology, 25(11), 2427. DOI: 10.1111/mec.13539.
Suarez-Gonzalez, A., Hefer, C. A., Lexer, C., Cronk, Q. C., Douglas, C. J. (2018). Scale and direction of adaptive introgression between black cottonwood (Populus trichocarpa) and balsam poplar (P. balsamifera). Molecular Ecology, 27(7), 1667. DOI: 10.1111/mec.14561
Svenning, J. C., Normand, S., Kageyama, M. (2008). Glacial refugia of temperate trees in Europe: insights from species distribution modelling. Journal of ecology, 96(6), 1117. DOI: 10.1111/j.1365-2745.2008.01422.x
Taylor, S. A., Larson, E. L., Harrison, R. G. (2015). Hybrid zones: windows on climate change. Trends in ecology & evolution, 30(7), 398. DOI: 10.1016/j.tree.2015.04.010
Teeter, K. C., Thibodeau, L. M., Gompert, Z., Buerkle, C. A., Nachman, M. W., Tucker, P. K. (2010). The variable genomic architecture of isolation between hybridizing species of house mice. Evolution: International Journal of Organic Evolution, 64(2), 472. DOI: 10.1111/j.1558-5646.2009.00846.x
Turner, T. L., Hahn, M. W., Nuzhdin, S. V. (2005). Genomic islands of speciation in Anopheles gambiae. PLoS biology, 3(9), e285. DOI: 10.1371/journal.pbio.0030285
Vähä, J. P., Primmer, C. R. (2006). Efficiency of model‐based Bayesian methods for detecting hybrid individuals under different hybridization scenarios and with different numbers of loci. Molecular Ecology, 15(1), 63. DOI: 10.1111/j.1365-294X.2005.02773.x
Vallejo‐Marín, M., Hiscock, S. J. (2016). Hybridization and hybrid speciation under global change. New Phytologist, 211(4), 1170. DOI: 10.1111/nph.14004
Walther, G.-R., Post, E., Convey, P., Menzel, A., Parmesan, C., Beebee, T. J., Fromentin, J.-M., Hoegh-Guldberg, O., Bairlein, F. (2002). Ecological responses to recent climate change. Nature, 416(6879), 389. DOI: 10.1038/416389a
Whitney, K. D., Randell, R. A., Rieseberg, L. H. (2006). Adaptive introgression of herbivore resistance traits in the weedy sunflower Helianthus annuus. The American Naturalist, 167(6), 794. DOI: 10.1086/504606
Whitney, K. D., Randell, R. A., Rieseberg, L. H. (2010). Adaptive introgression of abiotic tolerance traits in the sunflower Helianthus annuus. New Phytologist, 187(1), 230. DOI: 10.1111/j.1469-8137.2010.03234.x
Wu, C. I. (2001). The genic view of the process of speciation. Journal of Evolutionary Biology, 14(6), 851. DOI: 10.1098/rstb.2008.0078
Wu, Z. Y., Raven, P., Hong, D. (2008) Flora of China. Vol. 11: Oxalidaceae through Aceraceae. In.: Science Press, Beijing, and Missouri Botanical Garden Press, St. Louis.
Zhang, Z., Li, C., Li, J. (2010). Conflicting phylogenies of section Macrantha (Acer, Aceroideae, Sapindaceae) based on chloroplast and nuclear DNA. Systematic Botany, 35(4), 801. DOI: 10.2307/40985556.
Zhou, Y., Duvaux, L., Ren, G., Zhang, L., Savolainen, O., Liu, J. (2017). Importance of incomplete lineage sorting and introgression in the origin of shared genetic variation between two closely related pines with overlapping distributions. Heredity, 118(3), 211. DOI: 10.1038/hdy.2016.72