簡易檢索 / 詳目顯示

研究生: 沈敬家
Shen, Chin-Chia
論文名稱: 鬼基因滲入可能是造成斯文豪氏蛙(Odorrana swinhoana)複合群粒核不一致的潛在原因
Ghost introgression as an underlying cause of mitonuclear discordance in Odorrana swinhoana complex
指導教授: 林思民
Lin, Si-Min
口試委員: 黃仁磐
Huang, Jen-Pan
廖培鈞
Liao, Pei-Chun
林思民
Lin, Si-Min
口試日期: 2023/06/07
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: 2023
畢業學年度: 111
語文別: 英文
論文頁數: 104
中文關鍵詞: 族群動態模型鬼基因滲入粒核不一致臭蛙屬族群基因體學親緣關係樹限制酶位點標定定序
英文關鍵詞: demographic modelling, ghost introgression, mitonuclear discordance, Odorrana, population genomics, phylogeny, RADseq
研究方法: 實驗設計法
DOI URL: http://doi.org/10.6345/NTNU202300815
論文種類: 學術論文
相關次數: 點閱:67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
  • 由於有著不同的演化特性,粒線體和核基因有時會發生不一致的演化趨勢。這種現象稱為粒核不一致(mitonuclear discordance),並經常造成親緣關係分析過程中的矛盾。核粒不一致的現象中經常可見劇烈的粒線體基因分化(deep mtDNA divergence),目前已有數種理論解釋這樣的演化事件,例如不完全譜系分選、性別偏差的播遷、或是鬼基因滲入(ghost introgression)。若現今的物種中含有來自已滅絕物種的基因滲入即可定義為鬼基因滲入,這是近年演化學界中備受關注的議題,也可透過演化模型和特定基因組中的訊息來進行檢定。在本研究中,我利用粒線體基因和限制酶位點標定定序(RADseq)分析斯文豪氏赤蛙複合群的粒核不一致現象;這個複合群包含了斯文豪氏赤蛙、宇都宮臭蛙以及一個位在台灣東部的斯文豪氏赤蛙族群,三者有著分化差距大的粒線體基因。RADseq的資料顯示所有的斯文豪氏赤蛙間有著相近的親緣關係,然而粒線體基因則顯示台灣東部的斯文豪氏赤蛙族群位於整個複合群的最基群,代表現今的斯文豪氏赤蛙並不是一個單系群。透過演化族群動態模型和基因組中的族群分化,我們推測台灣的東部曾經存在一個擁有特殊粒線體基因的臭蛙屬物種,但西部的斯文豪氏赤蛙在向東擴散的過程中將其取代,而在分布重疊的區域中留下該物種的粒線體和少數核基因。這是兩棲類發生鬼基因滲入的第一篇研究,也顯示鬼基因滲入在自然界中的存在可能被低估。如果光靠粒線體基因進行物種界定或是親緣關係重建,可能會得到偏頗的結果,需加入一定數量的核基因才能更全面地描繪物種的演化進程。

    The inconsistent evolutionary patterns between mitochondrial DNA (mtDNA) and nuclear DNA (nuDNA), also known as mitonuclear discordance, have been reported for long time. Deep mtDNA divergence is a common phenomenon in mitonuclear discordance, which could be explained by various reasons, including speciation reversal, sex-biased dispersal, incomplete lineage sorting, or ghost introgression. Among these, ghost introgression has attracted reserch attention in recent studies and can be tested by using genomic data and demographic models. In this study, I used mtDNA and RADseq to reconstrct the evolutionary process of the Odorrana swinhoana complex (Anura: Ranidae), which comprises O. swinhoana, O. utsunomiyaorum, and a deeply divergent mitochondrial lineage recently discovered in eastern Taiwan. The RADseq data demonstrated a close relationship between all the populations in O. swinhoana, whereas the mtDNA data showed that a group of eastern populations formed an early diverging lineage, indicating that O. swinhoana is not a monophyletic group. Using demographic modeling and genome-wide SNP data, I inferred that this unique lineage might be the consequence of an eastward expansion from western O. swinhoana, which replaced an ancient, extinct Odorrana species, leaving its distinct mtDNA and small parts of nuclear genome. Our results provided the first case of ghost introgression in amphibians and demonstrated that ghost introgression is probably a widespread phenomenon in nature, which should be considered in evolutionary studies. This study also suggests that only using mtDNA to reconstruct phylogeny or species delimitation could yield erroneous results, and incorporating nuclear loci would depict the evolutionary of species more completely.

    摘要 I Abstract II 1. Introduction 1 2. Materials and Methods 6 2.1 Sample collection & Laboratory procedures 6 2.2 De novo locus assembly 7 2.3 MtDNA phylogeny & divergence time estimation 9 2.4 Phylogenetic analysis & Population structure 10 2.5 Procrustes test 12 2.6 Effective migration and landscape connectivity 13 2.7 Species tree 14 2.8 Gene flow detection 16 2.9 Demographic history 17 2.10 Loci Dxy estimation 20 2.11 Sex-biased dispersal 21 2.12 Morphological analysis 22 2.13 Acoustic analysis 23 3. Results 26 3.1. De novo locus assembly 26 3.2. MtDNA phylogeny and divergence time estimation 27 3.3. Phylogeny and population structure using RAD-seq 28 3.4. Procrustes test 30 3.5. Effective migration and landscape connectivity 30 3.6. Species tree 32 3.7. Gene flow 32 3.8. Demographic history 33 3.9. Loci Dxy estimation 34 3.10. Sex-biased dispersal 35 3.11. Morphological analysis 35 3.12. Acoustic analysis 37 4. Discussion 39 4.1 Mitonuclear discordance pattern in O. swinhoana complex 39 4.2 Complex ghost introgression in the evolutionary history of O. swinhoana complex 40 4.3 Phenotypic variation and future directions 44 5. Reference 48

    Akaike, H., (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19(6), 716–723.
    Avise, JC., (2000). Phylogeography: the history and formation of species. Harvard University Press, Cambridge, Mass.
    Ai, H., Fang, X., Yang, B., Huang, Z., Chen, H., Mao, L., Zhang, F., Zhang, L., Cui, L., He, W. and Yang, J., (2015). Adaptation and possible ancient interspecies introgression in pigs identified by whole-genome sequencing. Nature genetics, 47(3), pp.217-225.
    Andrews, KR., Good, JM., Miller, MR., Luikart, G., and Hohenlohe, PA., (2016). Harnessing the power of RADseq for ecological and evolutionary genomics. Nature Reviews Genetics, 17(2), 81–92.
    Andrews, S., (2016). FastQC Version 0.11.5: A quality control tool for high throughput sequence data. http://www.bioinformatics. babraham.ac.uk/projects/fastqc
    Boul, KE., Chris Funk, W., Darst, CR., Cannatella, DC. and Ryan, MJ., (2007). Sexual selection drives speciation in an Amazonian frog. Proceedings of the Royal Society B: Biological Sciences, 274(1608), pp.399-406.
    Baird, NA., Etter, PD., Atwood, TS., Currey, MC., Shiver, AL., Lewis, ZA., Selker, EU., Cresko, WA. and Johnson, EA., (2008). Rapid SNP discovery and genetic mapping using sequenced RAD markers. PloS one, 3(10), p.e3376.
    Bryant, D., Bouckaert, R., Felsenstein, J., Rosenberg, NA., and RoyChoudhury, A., (2012). Inferring species trees directly from biallelic genetic markers: bypassing gene trees in a full coalescent analysis. Molecular biology and evolution 29, no. 8 (2012): 1917-1932.
    Block, NL., Goodman, SM., Hackett, SJ., Bates, JM. and Raherilalao, MJ., (2015). Potential merger of ancient lineages in a passerine bird discovered based on evidence from host‐specific ectoparasites. Ecology and Evolution, 5(17), pp.3743-3755.
    Barlow, A., Cahill, JA., Hartmann, S., Theunert, C., Xenikoudakis, G., Fortes, GG., Paijmans, JLA., Rabeder, G., Frischauf, C., Grandal-d’Anglade, A., et al. (2018). Partial genomic survival of cave bears in living brown bears. Nat Ecol Evol. 2(10):1563–1570.
    Browning, SR., Browning, BL., Zhou, Y., Tucci, S., and Akey, JM., (2018). Analysis of human sequence data reveals two pulses of archaic Denisovan admixture. Cell, 173(1), pp.53-61.
    Benham, PM., and Cheviron, ZA., (2019). Divergent mitochondrial lineages arose within a large, panmictic population of the Savannah sparrow (Passerculus sandwichensis). Molecular Ecology, 28(7), pp.1765-1783.
    Bouckaert, R., Vaughan, TG., Barido-Sottani, J., Duchêne, S., Fourment, M., and Gavryushkina A., et al. (2019). BEAST 2.5: An advanced software platform for Bayesian evolutionary analysis. PLoS computational biology, 15(4), e1006650.
    Bengtsson, H., (2021). R.utils: Various Programming Utilities. R package version 2.11.0.
    Bouzid, N., Archie, J., Anderson, R., Grummer, J., and Leaché, AD., (2022). Evidence for ephemeral ring species formation during the diversification history of western fence lizards (Sceloporus occidentalis). Molecular Ecology 31:620–631.
    Cannatella, DC., Hillis, DM., Chippindale, PT., Weigt, L., Rand, AS., and Ryan, MJ., (1998). Phylogeny of frogs of the Physalaemus pustulosus species group, with an examination of data incongruence, Syst. Biol., 47 (1998), pp. 311-335
    Carling, MD., and Brumfield, RT., (2007). Gene sampling strategies for multi-locus population estimates of genetic diversity (theta). PLoS One 2, e160.
    Charlesworth, B., (2009)., Effective population size and patterns of molecular evolution and variation. Nature Reviews Genetics, 10(3), 195-205.
    Currat, M. and Excoffier, L., (2011). Strong reproductive isolation between humans and Neanderthals inferred from observed patterns of introgression. Proceedings of the National Academy of Sciences, 108(37), pp.15129-15134.
    Chhatre, VE., (2012). StrAuto: A Python Program.
    Catchen, JM., Hohenlohe, PA., Bassham, S., Amores, A., and Cresko, WA., (2013). Stacks: An analysis tool set for population genomics. Molecular Ecology, 22(11), 3124– 3140.
    Chang, CC., Chow, CC., Tellier, LCAM., Vattikuti, S., Purcell, SM., and Lee, JJ., (2015). Second-generation PLINK: rising to the challenge of larger and richer datasets. GigaScience, 4.
    Chen, Z., Li, H., Zhai, X., Zhu, Y., He, Y., Wang, Q., Li, Z., Jiang, J., Xiong, R. and Chen, X., (2020). Phylogeography, speciation and demographic history: Contrasting evidence from mitochondrial and nuclear markers of the Odorrana graminea sensu lato (Anura, Ranidae) in China. Molecular phylogenetics and evolution, 144, p.106701.
    Crowl, AA., Manos, PS., McVay, JD., Lemmon, AR., Lemmon, EM. and Hipp, AL., (2020). Uncovering the genomic signature of ancient introgression between white oak lineages (Quercus). New Phytologist, 226(4), pp.1158-1170.
    Chen, P., Wang, J., Miao, J., Dong, H., Bao, J., Wu, Y. and Zhang, F., (2022). Female large odorous frogs (Odorrana graminea) prefer males with higher nonlinear vocal components. Ecology and Evolution, 12(2), p.e8573.
    Degnan, JH., and Rosenberg, NA. (2009). Gene tree discordance, phylogenetic inference and the multispecies coalescent. Trends Ecol. Evolution 24, 332–340.
    Darriba, D., Taboada, GL., Doallo, R., and Posada, D., (2012). jModelTest 2: more models, new heuristics and parallel computing. Nat Methods. 2012; 9(8): 772.
    Dai, C., Wang, W., and Lei, F., (2013). Multilocus phylogeography (mitochondrial, autosomal and Z-chromosomal loci) and genetic consequence of long-distance male dispersal in Black-throated tits (Aegithalos concinnus). Heredity 110(5):457–465.
    DeGiorgio, M. and Rosenberg, NA., (2013). Geographic sampling scheme as a determinant of the major axis of genetic variation in principal components analysis. Mol. Biol. Evol. 30, 480–488
    Delph, LF. and Demuth, JP., (2016). Haldane’s rule: genetic bases and their empirical support. Journal of Heredity, 107(5), pp.383-391.
    Després, L. (2019). One, two or more species? Mitonuclear discordance and species delimitation. Molecular Ecology, 28(17), 3845– 3847.
    Durvasula, A. and Sankararaman, S., (2019). A statistical model for reference-free inference of archaic local ancestry. PLoS genetics, 15(5), p.e1008175.
    Dufresnes, C., Nicieza, AG., Litvinchuk, SN., Rodrigues, N., Jeffries, DL., Vences, M., Perrin, N., and Martínez-Solano, I., (2020). Are glacial refugia hotspots of speciation and cyto-nuclear discordances? Answers from the genomic phylogeography of Spanish common frogs. Mol. Ecol. 29(5) 986-1000.
    Durvasula, A. and Sankararaman, S., (2020). Recovering signals of ghost archaic introgression in African populations. Science Advances, 6(7), p.eaax5097.
    Danecek, P., Bonfield, J.K., Liddle, J., Marshall, J., Ohan, V., Pollard, M.O., Whitwham, A., Keane, T., McCarthy, S.A., Davies, R.M. and Li, H., (2021). Twelve years of SAMtools and BCFtools. Gigascience, 10(2), p.giab008.
    de Oliveira, FFR., Gehara, M., Solé, M., Lyra, M., Haddad, CFB., Silva, DP., de Magalhães, RF., Leite, FSF. and Burbrink, FT., (2021). Quaternary climatic fluctuations influence the demographic history of two species of sky-island endemic amphibians in the Neotropics. Molecular Phylogenetics and Evolution, 160, p.107113.
    Dessi, MC., Franco, FF., Cardoso, TA., Ferreira, KM., Bergamo, LW., Campos, LA. and Del Lama, MA., (2022). The role of sex-biased dispersion in promoting mitonuclear discordance in Partamona helleri (Hymenoptera: Apidae: Meliponini). Biological Journal of the Linnean Society, 136(3), pp.423-435.
    Ding, YM., Cao, Y., Zhang, WP., Chen, J., Liu, J., Li, P., Renner, SS., Zhang, DY. and Bai, WN., (2022). Population-genomic analyses reveal bottlenecks and asymmetric introgression from Persian into iron walnut during domestication. Genome biology, 23(1), pp.1-18.
    Dufresnes, C., Ambu, J., Kumar Prasad, V., Borzée, A., and Litvinchuk, SN., (2022). A phylogeographic framework for Zhangixalus gliding frogs, with insights on their plasticity of nesting behaviour. Biological Journal of the Linnean Society. 135: 40–51.
    Evanno, G., Regnaut, S., and Goudet, J., (2005). Detecting the number of clusters of individuals using the software structure: A simulation study. Molecular Ecology, 14(8), 2611–2620.
    Elderfield, H., Ferretti, P., Greaves, M., Crowhurst, S., McCave, IN., Hodell, D. and Piotrowski, AM., (2012). Evolution of ocean temperature and ice volume through the mid-Pleistocene climate transition. science, 337(6095), pp.704-709.
    Fitak, RR., (2021). OptM: estimating the optimal number of migration edges on population trees using Treemix. Biol. Methods Protoc. 6:bpab017.
    Excoffier, L., Marchi, N., Marques, DA., Matthey-Doret, R., Gouy, A., and Sousa, VC., (2021). fastsimcoal2: Demographic inference under complex evolutionary scenarios. Bioinformatics, 37, 4882–4885.
    Frankham, R., (1997). Do island populations have less genetic variation than mainland populations? Heredity, 78(3), pp.311-327.
    Fossøy, F., Sorenson, MD., Liang, W., Ekrem, T., Moksnes, A., Moller, AP., Rutila, J., Roskaft, E., Takasu, F., Yang, C., and Stokke, GB., (2016). Ancient origin and maternal inheritance of blue cuckoo eggs. Nat Commun. 7:10272.
    Foote, AD., Martin, MD., Louis, M., Pacheco, G., Robertson, KM., Sinding, MHS., Amaral, AR., Baird, RW., Baker, CS., Ballance, L. and Barlow, J., (2019). Killer whale genomes reveal a complex history of recurrent admixture and vicariance. Molecular Ecology, 28(14), pp.3427-3444.
    Goudet, J., Perrin, N., and Waser, P., (2002). Tests for sex-biased dispersal using bi-parentally inherited genetic markers. Molecular Ecology, 11, 1103– 1114.
    Goudet, J., (2005). hierfstat, a package for r to compute and test hierarchical F-statistics. Mol Ecol Notes 5:184–186
    Gridi-Papp, M., Rand, AS., and Ryan, MJ., (2006). Animal communication: Complex call production in the tungara frog. Nature, 441(7089), 38.
    Green, RE., Krause, J., Briggs, AW., Maricic, T., Stenzel, U., Kircher, M., et al. (2010). A draft sequence of the Neandertal genome. Science 328, 710–722.
    Guindon, S. Dufayard, JF., Lefort, V., Anisimova, M., Hordijk, W., and Gascuel, O., (2010). New algorithms and methods to estimate maximum-likelihood phylogenies: assessing the performance of PhyML 3.0. Syst. Biol. 59, 307–321.
    Ge, DY., Feijó, A., Wen, ZX., Lissovsky, A., Zhang, DZ., Cheng, JL., Yan, CC., Mu, DP., Wu, XL., Xia, L., and Yang, Q., (2022). Ancient introgression underlying the unusual mito-nuclear discordance and coat phenotypic variation in the Moupin pika. Divers Distrib. 28(12), 2593-2609.
    Hudson, RR., and Turelli, M., (2003). Stochasticity overrules the “three-times rule”: Genetic drift, genetic draft, and coalescence times for nuclear loci versus mitochondrial DNA. Evolution, 57, 182–190.
    Hogner, S., Laskemoen, T., Lifjeld, JT., Porkert, J., Kleven, O., Albayrak T., Kabasakal, B., and Johnsen A., (2012). Deep sympatric mitochondrial divergence without reproductive isolation in the common redstart Phoenicurus phoenicurus. Ecol Evol. 2(12):2974–2988.
    Huang, DI., Hefer, CA., Kolosova, N., Douglas, CJ., and Cronk, QC., (2014). Whole plastome sequencing reveals deep plastid divergence and cytonuclear discordance between closely related balsam poplars, Populus balsamifera and P. trichocarpa (Salicaceae). New Phytol. 204(3):693–703.
    Huerta-Sánchez, E., Jin, X., Bianba, Z., Peter, B.M., Vinckenbosch, N., Liang, Y., Yi, X., He, M., Somel, M., Ni, P., and Wang, B., (2014). Altitude adaptation in Tibetans caused by introgression of Denisovan-like DNA. Nature, 512(7513), pp.194-197.
    Hoang, DT., Chernomor, O., Haeseler, AV., Minh, BQ., and Vinh, LS., (2018). UFBoot2: Improving the ultrafast bootstrap approximation. Mol. Biol. Evol., 35:518–522.
    Hinojosa, JC., Koubínová, D., Szenteczki, MA., Pitteloud, C., Dincă, V., Alvarez, N. and Vila, R., (2019). A mirage of cryptic species: genomics uncovers striking mitonuclear discordance in the butterfly Thymelicus sylvestris. Molecular ecology, 28(17), pp.3857-3868.
    Horoiwa, M., Mandagi, IF., Sutra, N., Montenegro, J., Tantu, FY., Masengi, KW., Nagano, AJ., Kusumi, J., Yasuda, N., and Yamahira, K., (2021). Mitochondrial introgression by ancient admixture between two distant lacustrine fishes in Sulawesi Island. Plos one, 16(6), p.e0245316.
    Huang, X., Kruisz, P., and Kuhlwilm, M., (2022). sstar: A Python package for detecting archaic introgression from population genetic data with S. Molecular Biology and Evolution, 39(11), p.msac212.
    Irwin, DE., Thimgan, MP., and JH. Irwin., (2008). Call divergence is correlated with geographic and genetic distance in greenish warblers (Phylloscopus trochiloides): a strong role for stochasticity in signal evolution? J. Evol. Biol. 21:435–448.
    Jablonski, D., (2005). Mass extinctions and macroevolution. Paleobiology, 31(S2), pp.192-210.
    Jang, Y., Hahm, EH., Lee, HJ., Park, S., Won, YJ., and Choe, JC., (2011). Geographic variation in advertisement calls in a tree frog species: gene flow and selection hypotheses. PLoS One 6:e23297.
    Jeffries, DL., Lavanchy, G., Sermier, R., Sredl, MJ., Miura, I., Borzée, A., Barrow, LN., Canestrelli, D., Crochet, PA., Dufresnes, C., and Fu, J., (2018). A rapid rate of sex-chromosome turnover and non-random transitions in true frogs. Nature communications, 9(1), p.4088.
    Jiang, Y., Yan, S., Luo, T., Xiao, N., Deng, H., and Zhou, J., (2022). Large mountains make small barriers: Species composition and spatial dynamics history of the Odorrana schmackeri complex in the karst area of Guizhou, China. Divers Distrib. 28(12), 2648-2664
    Kass, RE., and Raftery, AE., (1995). Bayes factors. Journal of the American Statistical Association, 90(430), 773–795.
    Kopelman, NM., Mayzel, J., Jakobsson, M., Rosenberg, NA., and Mayrose, I., (2015). Clumpak: a program for identifying clustering modes and packaging population structure inferences across K. Mol. Ecol. Resour. 15, 1179–1191.
    Knowles, LL., Massatti, R., He, Q., Olson, LE., and Lanier, HC., (2016). Quantifying the similarity between genes and geography across Alaska's alpine small mammals. Journal of Biogeography, 43(7), 1464–1476.
    Kalyaanamoorthy, S., Minh, BQ., Wong, TKF., Haeseler, AV., and Jermiin, LS., (2017). ModelFinder: Fast model selection for accurate phylogenetic estimates. Nat. Methods, 14:587-589.
    Kuhlwilm, M., Han, S., Sousa, V.C., Excoffier, L., and Marques-Bonet, T., (2019). Ancient admixture from an extinct ape lineage into bonobos. Nature ecology & evolution, 3(6), pp.957-965.
    Kapli, P., Yang, Z., and Telford, MJ., (2020) Phylogenetic tree building in the genomic age Nat. Rev. Genet., 21 (2020), pp. 428-444.
    Katsumi, T., Shams, F., Yanagi, H., Ohnishi, T., Toda, M., Lin, SM., Mawaribuchi, S., Shimizu, N., Ezaz, T. and Miura, I., (2022). Highly rapid and diverse sex chromosome evolution in the Odorrana frog species complex. Development, Growth & Differentiation, 64(6), pp.279-289.
    Kinneberg, VB., Lü, D.S., Peris, D., Ravinet, M. and Skrede, I., (2022). Introgression between highly divergent fungal sister species. bioRxiv, pp.2022-08.
    Lai, YC., Lee, TH., and Kam, YC., (2005). A skeletochronological study on a subtropical, riparian ranid (Rana swinhoana) from different elevations in Taiwan. Zool. Sci., 22 (2005), pp. 653-658.
    Lynch, M., (2010). Rate, molecular spectrum, and consequences of human mutation. Proceedings of the National Academy of Sciences, USA, 107(3), 961–968.
    Lawson, DJ., Hellenthal, G., Myers, S., and Falush, D., (2012). Inference of population structure using dense haplotype data. PLoS Genet. 8, e1002453.
    Leaché, AD, Harris, RB., Rannala, B., and Yang, Z., (2013). The influence of gene flow on species tree estimation: a simulation study. Syst Biol 63: 17– 30.
    Leaché, AD., Fujita, MK., Minin, VN., and Bouckaert, RR., (2014). Species delimitation using genome-wide SNP Data. Systematic Biology, 63(4), 534–542.
    Lee, KH., Shaner, PJL., Lin, YP. and Lin, SM., (2016). Geographic variation in advertisement calls of a Microhylid frog–testing the role of drift and ecology. Ecology and Evolution, 6(10), pp.3289-3298.
    Lawson, DJ., van Dorp, L., and Falush, D., (2018). A tutorial on how not to over-interpret STRUCTURE and ADMIXTURE bar plots. Nat. Commun. 9, 3258.
    Leaché, AD., and Bouckaert, RR., (2018). Species trees and species delimitation with SNAPP: a tutorial and worked example.
    Li, H., (2013). Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM. arXiv preprint arXiv:1303.3997.
    Li, YL., and Liu, JX., (2018). StructureSelector: A web based software to select and visualize the optimal number of clusters using multiple methods. Molecular Ecology Resources, 18:176–177, 2018.
    Li, S., Xu, N., Lv, J., Jiang, J., Wei, G. and Wang, B., (2018). A new species of the odorous frog genus Odorrana (Amphibia, Anura, Ranidae) from southwestern China. PeerJ, 6, p.e5695.
    Li, J., Zhang, Y., Ruhsam, M., Milne, R.I., Wang, Y., Wu, D., Jia, S., Tao, T. and Mao, K., (2022). Seeing through the hedge: Phylogenomics of Thuja (Cupressaceae) reveals prominent incomplete lineage sorting and ancient introgression for Tertiary relict flora. Cladistics, 38(2), pp.187-203.
    Lin, YH., (2022). Population genetic divergence and cryptic species of Plestiodon elegans in Taiwan 臺灣師範大學生命科學研究所論文
    Matsui, M., (1994). A taxonomic study of the Rana narina complex, with description of three new species (Amphibia: Ranidae). Zoological Journal of the Linnean Society 111: 385–415.
    Morrison, C., Hero, JM. and Smith, WP., (2001). Mate selection in Litoria chloris and Litoria xanthomera: Females prefer smaller males. Austral Ecol. 26, 223–232.
    Matsui, M., Shimada, T., Ota. H., and Tanaka-Ueno, T., (2005). Multiple invasions of the Ryukyu Archipelago by Oriental frogs of the subgenus Odorrana with phylogenetic reassessment of the related subgenera of the genus Rana Mol. Phylogenet. Evol., 37 (2005), pp. 733-742.
    McGuire, J.A., Linkem, C.W., Koo, M.S., Hutchison, D.W., Lappin, A.K., Orange, D.I., Lemos-Espinal, J., Riddle, B.R. and Jaeger, J.R., (2007). Mitochondrial introgression and incomplete lineage sorting through space and time: phylogenetics of crotaphytid lizards. Evolution, 61(12), pp.2879-2897.
    McVean, G., (2009). A genealogical interpretation of principal components analysis. PLoS Genet. 5, e1000686
    Martin, SH., Dasmahapatra, KK., Nadeau, NJ., Salazar, C., Walters, JR., Simpson, F., Blaxter, M., Manica, A., Mallet, J. and Jiggins, CD., (2013). Genome-wide evidence for speciation with gene flow in Heliconius butterflies. Genome research, 23(11), pp.1817-1828.
    Mastretta-Yanes, A., Arrigo, N., Alvarez, N., Jorgensen, TH., Piñero, D., and Emerson, BC., (2015). Restriction site-associated DNA sequencing, genotyping error estimation and de novo assembly optimization for population genetic inference. Molecular Ecology Resources, 15(1), 28–41.
    Miura, I., (2017). Sex determination and sex chromosomes in Amphibia. Sexual Development, 11(5-6), pp.298-306.
    Malinsky, M., Trucchi, E., Lawson, DJ., and Falush, D., (2018). radpainter and fineradstructure: Population inference from RADseq data. Molecular Biology and Evolution, 35(5), 1284–1290.
    Marques, DA., Meier, JI. and Seehausen, O., (2019). A combinatorial view on speciation and adaptive radiation. Trends in ecology & evolution, 34(6), pp.531-544.
    Matsui, M. and Tominaga, A., 2020. A new species of Buergeria from the southern Ryukyus and northwestern Taiwan (Amphibia: Rhacophoridae). Current Herpetology, 39(2), pp.160-172.
    Minh, BQ., Schmidt, HA., Chernomor, O., Schrempf, D., Woodhams, MD., Haeseler, AV., and Lanfear, R., (2020). IQ-TREE 2: New models and efficient methods for phylogenetic inference in the genomic era. Mol. Biol. Evol., 37:1530-1534.
    Marshall, TL., Chambers, EA., Matz, MV., and Hillis, DM., (2021). How mitonuclear discordance and geographic variation have confounded species boundaries in a widely studied snake. Molecular Phylogenetics and Evolution 162(1–3):107194.
    Miura, I., Shams, F., Lin, S.M., de Bello Cioffi, M., Liehr, T., Al-Rikabi, A., Kuwana, C., Srikulnath, K., Higaki, Y. and Ezaz, T., (2021). Evolution of a multiple sex-chromosome system by three-sequential translocations among potential sex-chromosomes in the Taiwanese frog Odorrana swinhoana. Cells, 10(3), p.661.
    Novembre, J. and Stephens, M., (2008). Interpreting principal component analyses of spatial population genetic variation. Nat. Genet. 40, 646–649
    Narum, SR., Buerkle, CA., Davey, JW., Miller, MR. and Hohenlohe, PA., (2013). Genotyping-by-sequencing in ecological and conservation genomics. Mol. Ecol. 22, 2841–2847.
    Neuwirth, E., (2014). RColorBrewer: ColorBrewer Palettes. R package version 1.1-2.
    Oksanen, J., Blanchet, FG., Friendly, M., Kindt, R., Legendre, P., McGlinn, D., Minchin, PR., O'Hara, RB., Simpson, GL., Minchin, PR., O'Hara, RB., Simpson, GL., Solymos, P., Henry, M., Stevens, H., Szoecs, E., and Wagner, H., (2018). vegan: Community Ecology Package (version R package version 2.5-1.).
    Ottenburghs, J., (2020). Ghost introgression: spooky gene flow in the distant past. Bioessays. 42: e2000012.
    Qiao, L., Wen, G., Qi, Y., Lu, B., Hu, J., Song, Z., and Fu, J., (2018). Evolutionary melting pots and reproductive isolation: A ring‐shaped diversification of an odorous frog (Odorrana margaratea) around the Sichuan Basin. Molecular Ecology, 27(23), pp.4888-4900.
    Pritchard, JK., Stephens, M., and Donnelly, P., (2000). Inference of population structure using multilocus genotype data. Genetics 155, 945–959.
    Peres-Neto, PR., and Jackson, DA., (2001). How well do multivariate data sets match? The advantages of a Procrustean superimposition approach over the Mantel test. Oecologia, 129(2), 169–178.
    Pickrell, JK., and Pritchard, JK., (2012). Inference of population splits and mixtures from genome-wide allele frequency data. PloS Genetics, 8(11), e1002967.
    Prüfer, K., Racimo, F., Patterson, N., Jay, F., Sankararaman, S., Sawyer, S., Heinze, A., Renaud, G., Sudmant, P.H., De Filippo, C., and Li, H., (2014). The complete genome sequence of a Neanderthal from the Altai Mountains. Nature, 505(7481), pp.43-49.
    Pante, E., Abdelkrim, J., Viricel, A., Gey, D., France, SC., Boisselier, MC., and Samadi, S., (2015). Use of RAD sequencing for delimiting species. Heredity, 114(5), 450–459.
    Petkova, D., Novembre, J., and Stephens, M., (2016). Visualizing spatial population structure with estimated effective migration surfaces. Nature Genetics, 48(1), 94.
    Puechmaille, SJ., (2016). The program STRUCTURE does not reliable recover the correct population structure when sampling is uneven: subsampling and new estimators alleviate the problem. Mol Ecol Res 16:608–627.
    Paris, JR., Stevens, JR., and Catchen, JM., (2017). Lost in parameter space: A road map for stacks. Methods in Ecology and Evolution, 8(10), 1360–1373.
    Portik, DM., Leaché, AD., Rivera, D., Barej, MF., Burger, M., Hirschfeld, M., Rödel, MO., Blackburn, DC. and Fujita, MK., (2017). Evaluating mechanisms of diversification in a Guineo-Congolian tropical forest frog using demographic model selection. Molecular Ecology 26, 5245–5263.
    Ryan, MJ. and Guerra, MA., (2014). The mechanism of sound production in túngara frogs and its role in sexual selection and speciation. Current opinion in neurobiology, 28, pp.54-59.
    Racimo, F., Sankararaman, S., Nielsen, R. and Huerta-Sánchez, E., (2015). Evidence for archaic adaptive introgression in humans. Nature Reviews Genetics, 16(6), pp.359-371.
    Rochette, NC., and Catchen, JM., (2017). Deriving genotypes from RAD-seq short-read data using Stacks. Nature Protocols, 12(12), 2640–2659.
    Rambaut, A., Drummond, AJ., Xie, D., Baele, G., and Suchard, MA., (2018). Posterior summarisation in Bayesian phylogenetics using Tracer 1.7. Systematic Biology. syy032.
    Ru, D., Sun, Y., Wang, D., Chen, Y., Wang, T., Hu, Q., Abbott, RJ. and Liu, J., (2018). Population genomic analysis reveals that homoploid hybrid speciation can be a lengthy process. Molecular Ecology, 27(23), pp.4875-4887.
    Russel, PM., Brewer, BJ., Klaere, S., and Bouckaert, RR., (2018). Model selection and parameter inference in phylogenetics using Nested Sampling. Systematic Biology, 68(2), 219–233.
    Rakotoarivelo, AR., O’Donoghue, P., Bruford, MW. and Moodley, Y., (2019). An ancient hybridization event reconciles mito-nuclear discordance among spiral-horned antelopes. Journal of Mammalogy, 100(4), pp.1144-1155.
    Rochette, NC., Rivera-Colón, AG., and Catchen, JM., (2019). Stacks 2: analytical methods for paired-end sequencing improve RADseq-based population genomics. Mol. Ecol. Resour., 28, 4737–4754.
    Schilthuizen, M., Giesbers, MCWG. and Beukeboom, LW., (2011). Haldane's rule in the 21st century. Heredity, 107(2), pp.95-102.
    Scally, A., and Durbin, R., (2012). Revising the human mutation rate: Implications for understanding human evolution. Nature Reviews Genetics, 13, 745.
    Sloan, DB., Havird, JC., and Sharbrough, J., (2017). The on-again, off-again relationship between mitochondrial genomes and species boundaries. Molecular Ecology 26:2212–2236.
    Skov, L., Hui, R., Shchur, V., Hobolth, A., Scally, A., Schierup, MH. and Durbin, R., (2018). Detecting archaic introgression using an unadmixed outgroup. PLoS Genetics, 14(9), p.e1007641.
    Streicher, J.W., of Life, W.S.I.T. and Darwin Tree of Life Consortium., (2021). The genome sequence of the common frog, Rana temporaria Linnaeus 1758. Wellcome Open Research, 6.
    Thompson, JD., Higgins, DG., and Gibson, TJ., (1994). CLUSTAL W: Improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position‐specific gap penalties and weight matrix choice. Nucleic Acids Research, 22(22), 4673–4680.
    Turmelle, A., Kunz, T., and Sorenson, M., (2011). A tale of two genomes: contrasting patterns of phylogeographic structure in a widely distributed bat Mol. Ecol. 20, 357-375.
    Toews, DPL., and Brelsford, A., (2012). The biogeography of mitochondrial and nuclear discordance in animals. Molecular Ecology 21, 3907–3930.
    Tamura, K., Stecher, G., Peterson, D., Filipski, A., and Kumar, S., (2013). MEGA6: Molecular evolutionary genetics analysis version 6.0. Molecular Biology and Evolution, 30(12), 2725–2729.
    Toews, DP., Taylor, SA., Vallender, R., Brelsford, A., Butcher, BG., Messer, PW. and Lovette, IJ., (2016). Plumage genes and little else distinguish the genomes of hybridizing warblers. Current Biology, 26(17), pp.2313-2318.
    Trochet, A., Courtois, EA., Stevens, VM., Baguette, M., Chaine, A., Schmeller, DS., Clobert, J. and Wiens, JJ., (2016). Evolution of sex-biased dispersal. The Quarterly Review of Biology, 91(3), pp.297-320.
    Taylor, SA. and Larson, EL., (2019). Insights from genomes into the evolutionary importance and prevalence of hybridization in nature. Nature ecology & evolution, 3(2), pp.170-177.
    Vernot, B. and Akey, JM., (2014). Resurrecting surviving Neandertal lineages from modern human genomes. Science, 343(6174), pp.1017-1021.
    Weisrock, DW., Macey, JR., Ugurtas, IH., Larson, A., and Papenfuss, TJ., (2001). Molecular phylogenetics and historical biogeography among salamandrids of the ‘‘true’’ salamander clade: rapid branching of numerous highly divergent lineages in Mertensiella luschani associated with the rise of Anatolia. Mol. Phylogenet. Evol., 18 (2001), pp. 434-448
    Webb, WC., Marzluff, JM. and Omland, KE., (2011). Random interbreeding between cryptic lineages of the Common Raven: evidence for speciation in reverse. Molecular Ecology, 20(11), pp.2390-2402.
    Wang, C., Zöllner, S., Rosenberg, NA., Weinblatt, M., and Shadick, N., (2012). A quantitative comparison of the similarity between genes and geography in worldwide human populations. PLOS Genetics, 8(8), e1002886.
    Wang, YY., Lau, MWN., Yang, JH., Chen, GL., Liu, ZY., Pang, H. and Liu, Y., (2015). A new species of the genus Odorrana (Amphibia: Ranidae) and the first record of Odorrana bacboensis from China. Zootaxa, 3999(2), pp.235-254.
    Wu, S.P., Huang, C.C., Tsai, C.L., Lin, T.E., Jhang, J.J. and Wu, S.H., (2016). Systematic revision of the Taiwanese genus Kurixalus members with a description of two new endemic species (Anura, Rhacophoridae). ZooKeys, (557), p.121.
    Wang, YH., Hsiao, YW., Lee, KH., Tseng, HY., Lin, YP., Komaki, S., and Lin, SM., (2017). Acoustic differentiation and behavioral response reveals cryptic species within Buergeria treefrogs (Anura, Rhacophoridae) from Taiwan. PloS one 12: e0184005. 10.1371/journal.pone.0184005.
    Wang, K., Lenstra, J.A., Liu, L., Hu, Q., Ma, T., Qiu, Q. and Liu, J., (2018). Incomplete lineage sorting rather than hybridization explains the inconsistent phylogeny of the wisent. Communications biology, 1(1), p.169.
    Wu, Y., Bao, J., Lee, P., Wang, J., Wang, S., and Zhang, F., (2021). Nonlinear phenomena conveying body size information and improving attractiveness of the courtship calls in the males of Odorrana tormota. Asian Herpetological Research, 12(1), 117–123.
    You, CW., Poyarkov, NA., and Lin, SM., (2015). Diversity of the snail‐eating snakes Pareas (Serpentes: Pareatidae) from Taiwan. Zool. Scr. 2015; 44: 349–361.
    Yang, SF., Komaki, S., Brown, RM., and Lin, SM., (2018). Riding the Kuroshio Current: Stepping stone dispersal of the Okinawa tree lizard across the East Asian Island Arc. Journal of Biogeography. 2018;45(1):37–50.
    Yuan, ZY., Zhang, BL., Raxworthy, CJ., Weisrock, DW., Hime, PM., Jin, JQ., Lemmon, EM., Lemmon, AR., Holland, SD., Kortyna, ML., Zhou, WW., Peng, MS., Che, J., and Prendini, E., (2018). Natatanuran frogs used the Indian Plate to step-stone disperse and radiate across the Indian Ocean. National Science Review, 6, 10–14.
    Yuan, Z., Wu, D., Wen, Y., Xu, W., Gao, W., Dahn, HA., and Che, J., (2023). Historical mitochondrial genome introgression confounds species delimitation: evidence from phylogenetic inference in the Odorrana grahami species complex. Current Zoology, 69(1), 82-90.
    Zhan, UB., (2008). Phylogeography of Odorrana swinhoana (Anura, Ranidae) of Taiwan Inferred from Cytochrome b Sequences 國立彰化師範大學生物研究所論文
    Zhang, W., Dasmahapatra, KK., Mallet, J., Moreira, GR. and Kronforst, MR., (2016). Genome-wide introgression among distantly related Heliconius butterfly species. Genome biology, 17, pp.1-15.
    Zhang, D., Tang, L., Cheng, Y., Hao, Y., Xiong, Y., Song, G., Qu, Y., Rheindt, FE., Alstro¨m, P., Jia, C., and Lei, F., (2019). ‘Ghost introgression’ as a cause of deep mitochondrial divergence in a bird species complex. Mol Biol Evol. 36:2375–2386.
    Zhang, F., Yuan, C., and Feng, AS., (2020). Female concave-eared torrent frogs prefer smaller males. Journal of Zoology, 311(4), 239–245

    下載圖示
    QR CODE