Abstract
The winter mushroom, or Enokitake, is economically important and commercially cultivated on a large scale in East Asia. However, the phylogeny and species delimitation of the winter mushroom genus (Flammulina) have not been fully clarified. In this study, 81 collections of Flammulina from East Asia, Europe, and North America were studied, and their phylogeny and species delimitation were inferred from partial sequences of the ITS, tef1-α, rpb2, and homeodomain1 (HD1) of the mating gene (labeled as HD1-A). Genetic structure analyses based on genomic SSR markers and haplotype network analysis based on HD1-A were also used to delimit several closely related taxa. Twelve phylogenetic species were recognized, which was largely consistent with previous studies. However, our integrated studies indicated that Enokitake is not identical to the European winter mushroom Flammulina velutipes, and thus should be treated as a separate species, namely Flammulina filiformis. All cultivated strains of “F. velutipes” in East Asia, including those from South Korea and Japan with genome sequences labeled as such, are in fact F. filiformis. A new species, Flammulina finlandica, was also unexpectedly discovered in Northern Europe. Morphological descriptions of these two species, color photos of their fresh basidiomata, and line drawings of their microscopic features are presented.
This is a preview of subscription content, access via your institution.








References
Arnolds EJM (1977) Einige Pilze eines Halbtrocken-rasens bei Detmold (Westfalen). Westfäl Pilzbr 11:29–39
Bandelt HJ, Forster P, Röhl A (1999) Median-joining networks for inferring intraspecific phylogenies. Mol Biol Evol 16:37–48
Bas C (1969) Morphology and subdivision of Amanita and a monograph of its section Lepidella. Persoonia 5:285–579
Bas C (1983) Flammulina in western Europe. Persoonia 12:51–66
Bas C, Robich G (1988) On a false Hydropus, Flammulina mediterranea, comb. nov. Persoonia 13:489–494
Boyogueno ADB, Slippers B, Perez G, Wingfield MJ, Roux J (2012) High gene flow and outcrossing within populations of two cryptic fungal pathogens on a native and non-native host in Cameroon. Fungal Biol 116:343–353
Bruns TD (2001) ITS reality. Inoculum 52:2–3
Cai Q, Tulloss RE, Tang LP, Tolgor B, Zhang P, Chen ZH, Yang ZL (2014) Multi-locus phylogeny of lethal amanitas: implications for species diversity and historical biogeography. BMC Evol Biol 14:143 (http://www.biomedcentral.com/1471–2148/14/143)
Dettman JR, Jacobson DJ, Turner E, Pringle A, Taylor JW (2003) Reproductive isolation and phylogenetic divergence in Neurospora: comparing methods of species recognition in a model eukaryote. Evolution 57:2721–2741
Dettman JR, Jacobson DJ, Taylor JW (2006) Multilocus sequence data reveal extensive phylogenetic species diversity within the Neurospora discreta complex. Mycologia 98:436–446
Doyle JJ, Doyle J (1987) A rapid DNA isolation procedure for small quantities of fresh leaf material. Phytochem Bull 19:11–15
Du XH, Zhao Q, Xia EH, Gao LZ, Richard F, Yang ZL (2017) Mixed-reproductive strategies, competitive mating-type distribution and life cycle of fourteen black morel species. Sci Rep 7:1493. https://doi.org/10.1038/s41598-017-01682-8
Duminil J, Di Michele M (2009) Plant species delimitation: a comparison of morphological and molecular markers. Plant Biosyst 143:528–542
Earl DA, Von Holdt BM (2012) STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the evanno method. Conserv Genet Resour 4:359−361
Evanno G, Regnaut S, Goudet J (2005) Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study. Mol Ecol 14:2611–2620
Feng B, Xu JP, Wu G, Zeng NK, Li YC, Tolgor B, Kost GW, Yang ZL (2012) DNA sequence analyses reveal abundant diversity, endemism and evidence for Asian origin of the porcini mushrooms. PLoS One 7:e37567
Freeland JR (2005) Molecular Ecology. In Molecular Markers in Ecology. Thomson Press, Chichester, pp 43–57
Gardes M, Bruns TD (1993) ITS primers with enhanced specificity for basidiomycetes-application to the identification of mycorrhizae and rusts. Mol Ecol 2:113–118
Ge ZW, Yang ZL, Zhang P, Matheny PB, Hibbett DS (2008) Flammulina species from China inferred by morphological and molecular data. Fungal Divers 32:59–68
Ge ZW, Liu XB, Zhao K, Yang ZL (2015) Species diversity of Flammulina in China: new varieties and a new record. Mycosystema 34:589–603
Geng Y, Li Z, Xia LY, Wang Q, Hu XM, Zhang XG (2014) Characterization and phylogenetic analysis of the mating-type loci in the asexual ascomycete genus Ulocladium. Mycologia 106:649–665
Gilmore BS, Alderman SC, Knaus BJ, Bassil NV, Martin RC, Dombrowski JE, Dung JK (2016) Simple sequence repeat markers that identify Claviceps species and strains. Fungal Biol Biotechnol 3:1–13
Giraud T, Refrégier G, Le GM, de Vienne DM, Hood ME (2008) Speciation in fungi. Fungal Genet Biol 45:791–802
Guo T, Wang HC, Xue WQ, Zhao J, Yang ZL (2016) Phylogenetic analyses of Armillaria reveal at least 15 phylogenetic lineages in China, seven of which are associated with cultivated Gastrodia elata. PLoS One 11:e0154794. https://doi.org/10.1371/journal.pone.0154794
Gupta DD, Mandi SS (2013) Species specific AFLP markers for authentication of Zanthoxylum acanthopodium & Zanthoxylum oxyphyllum. J Med Plants Stud 1:1–9
Hahn C (2016) Bestimmungsschlüssel zu ausgewählten Gattungen der Agaricales 2: Die Gattung Flammulina. Mycol Bav 17:7–24
Hall TA (1999) BioEdit: a user-friendly biological sequence alignment editor and analysis program for windows 95/98/NT. Nucleic Acids Symp Ser 41:95–98
Hao YJ, Qin J, Yang ZL (2014) Cibaomyces, a new genus of Physalacriaceae from East Asia. Phytotaxa 162:198–210
Horak E (1979) Flora criptogámica de Tierra del Fuego. Fungi: basidiomycetes agaricales y gasteromycetes secotioides. Tomo XI, fascículo. Fundación para la Educación, la Ciencia y la Cultura, Buenos Aires
Hughes KW, Petersen RH (2001) Apparent recombination or gene conversion in the ribosomal ITS region of a Flammulina (fungi, Agaricales) hybrid. Mol Biol Evol 18:194–196
Hughes KW, McGhee LL, Methven SA, Johnson JE, Petersen RH (1999) Patterns of geographic speciation in the genus Flammulina established on sequences of the ribosomal ITS1-5.8S-ITS2 area. Mycologia 91:978–986
Jong SC, Edwards MJ (1991) Catalogue of filamentous Fungi. 18th ed. American Type Culture Collection, Manassa
Kornerup A, Wanscher JH (1981) Taschenlexikon der farben 3. Aufl. Muster-Schmidt Verlag, Göttingen, pp 1–242
Kurata A, Fukuta Y, Mori M, Kishimoto N, Shirasaka N (2016) Draft genome sequence of the basidiomycetous fungus Flammulina velutipes TR19. Genome Announc 4:e00505–e00516. https://doi.org/10.1128/genomeA.00505-16
Li J, He X, Liu XB, Yang ZL, Zhao ZW (2017) Species clarification of oyster mushrooms in China and their DNA barcoding. Mycol Prog 16:191–203
Librado P, Rozas J (2009) DNASP v5: a software for comprehensive analysis of DNA polymorphism data. Bioinformatics 25:1451–1452
Liu XB, Feng B, Li J, Yan C, Yang ZL (2016) Genetic diversity and breeding history of winter mushroom (Flammulina velutipes) in China uncovered by genomic SSR markers. Gene 591:227–235
Ma HZ, Cai Z, Zhang FM, Zhang H, Ge S, Dai SL, Chen WL (2015) Taxonomic evaluation of Miscanthus nudipes (Poaceae) based on morphological and molecular evidence. Phytotaxa 205:1–20
Matheny PB (2005) Improving phylogenetic inference of mushrooms with rpb1 and rpb2 nucleotide sequences (Inocybe; Agaricales). Mol Phylogenet Evol 35:1–20
Methven A, Hughes KW, Petersen RH (2000) Flammulina velutipes RFLP patterns identify species and show biogeographical patterns within species. Mycologia 92:1064–1070
Nylander J (2004) MrModeltest 2.2. Comput Softw distributed by the Evol Biol Centre, Uppsala University, Uppsala, Sweden
O’Donnell K, Ward TJ, Geiser DM, Kistler HC, Aoki T (2004) Genealogical concordance between the mating type locus and seven other nuclear genes supports formal recognition of nine phylogenetically distinct species within the Fusarium graminearum clade. Fungal Genet Biol 41:600–623
Park YJ, Baek JH, Lee S, Kim C, Rhee H, Kim H, Seo JS, Park HR, Yoon DE, Nam JY, Kim HI, Kim JG, Yoon H, Kang HW, Cho JY, Song ES, Sung GH, Yoo YB, Lee CS, Lee BM, Kong WS (2014) Whole genome and global gene expression analyses of the model mushroom Flammulina velutipes reveal a high capacity for lignocellulose degradation. PLoS One 9:e93560
Pérez-Butrón JL, Fernández-Vicente J (2007) Una nueva especie de Flammulina P. Karsten, F. cephalariae (Agaricales) encontrada en España. Revta Catal Micol 29:81–91
Petersen RH, Hughes KW (1999) Species and speciation in mushrooms. Bioscience 49:440–452
Petersen RH, Hughes KW, Redhead SA, Psurtseva N, Methven AS (1999) Mating systems in the Xerulaceae (Agaricales, Basidiomycotina): Flammulina. Mycoscience 40:411–426
Petersen RH, Hughes KW, Redhead SA (2012) The genus Flammulina, a Tennessee tutorial. http://wwwbioutkedu/mycology/Flammulina/defaulthtml. Accessed 20 October 2012
Pöggeler S (1999) Phylogenetic relationships between mating-type sequences from homothallic and heterothallic ascomycetes. Curr Genet 36:222–231
Psurtseva NV (2005) Modern taxonomy and medical value of the Flammulina mushrooms. Int J Med Mushrooms 7:449–451
Redhead SA, Petersen RH (1999) New species, varieties and combinations in the genus Flammulina. Mycotaxon 71:285–294
Redhead SA, Petersen RH, Methven AS (1998) Flammulina (Agaricales): F. stratosa, a new New Zealand species distantly related to the cultivated enoki mushroom. Can J Bot 76:1589–1595
Redhead SA, Estrada-Torres A, Petersen RH (2000) Flammulina mexicana, a new Mexican species. Mycologia 92:1009–1018
Rehner SA, Buckley E (2005) A Beauveria phylogeny inferred from nuclear ITS and ef1-α sequences: evidence for cryptic diversification and links to Cordyceps teleomorphs. Mycologia 97:84–98
Ripková S, Hughes K, Adamčík S, Kučera V, Adamčíková K (2010) The delimitation of Flammulina fennae. Mycol Prog 9:469–484
Rodrigues AM, de Hoog GS, de Camargo ZP (2014) Genotyping species of the Sporothrix schenckii complex by PCR-RFLP of calmodulin. Diagn Microbiol Infect Dis 78:383–387
Ronquist F, Huelsenbeck JP (2003) MrBayes 3: Bayesian phylogenetic inference under mixed models. Bioinformatics 19:1572–1574
Rozen S, Skaletsky H (2000) Primer3 on the WWW for general users and for biologist programmers. Methods Mol Biol 132:365–386
Saccardo PA (1887) Sylloge hymenomycetum. Syll Fung 5:1–1146
Selkoe KA, Toonen RJ (2006) Microsatellites for ecologists: a practical guide to using and evaluating microsatellite markers. Ecol Lett 9:615–629
Singer R (1964) Oudemansiellinae, Macrocystidiinae, Pseudohiatulinae in South America. Darwiniana 13:145–190
Singer R (1969) Mycoflora Australis. Beih Nova Hedwig 29:1–405
Smith SA, Dunn CW (2008) Phyutility: a phyloinformatics tool for trees, alignments and molecular data. Bioinformatics 24:715–716
Stamatakis A (2006) RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models. Bioinformatics 22:2688–2690
Stamets P (1993) Growing gourmet and medicinal mushrooms. Ten Speed Press, Berkeley
Stephens M, Donnelly P (2003) A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet 73:1162–1169
Stephens M, Smith NJ, Donnelly P (2001) A new statistical method for haplotype reconstruction from population data. Am J Hum Genet 68:978–989
Tamura K, Dudley J, Nei M, Kumar S (2007) MEGA4: molecular evolutionary genetics analysis (MEGA) software version 4.0. Mol Biol Evol 24:1596–1599
Tang LP, Hao YJ, Cai Q, Tolgor B, Yang ZL (2014) Morphological and molecular evidence for a new species of Rhodotus from tropical and subtropical Yunnan, China. Mycol Prog 13:45–53
Taylor JW, Jacobson DJ, Kroken S, Kasuga T, Geiser DM, Hibbett DS, Fisher MC (2000) Phylogenetic species recognition and species concepts in fungi. Fungal Genet Biol 31:21–32
Van Peer AF, Park SY, Shin PG, Jang KY, Yoo YB, Park YJ, Lee BM, Sung GH, James TY, Kong WS (2011) Comparative genomics of the mating-type loci of the mushroom Flammulina velutipes reveals widespread synteny and recent inversions. PLoS One 6(7):e22249
Vizzini A, Ercole E, Voyron S (2012) Laccariopsis, a new genus for Hydropus mediterraneus (Basidiomycota, Agaricales). Mycotaxon 121:393–403
Wang W, Lian L, Xu P, Chou T, Mukhtar I, Osakina A, Waqas M, Chen BZ, Liu XR, Liu F, Xie BG, Van Peer AF (2016) Advances in understanding mating type gene organization in the mushroom-forming fungus Flammulina velutipes. G3 6:3635–3645
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. San Diego, Academic Press, pp 315–322
Wu G, Feng B, Xu JP, Zhu XT, Li YC, Zeng NK, Hosen MI, Yang ZL (2014) Molecular phylogenetic analyses redefine seven major clades and reveal 22 new generic clades in the fungal family Boletaceae. Fungal Divers 69:93–115
Wu G, Li YC, Zhu XT, Zhao K, Han LH, Cui YY, Li F, Xu JP, Yang ZL (2016) One hundred noteworthy boletes from China. Fungal Divers 81:25–188
Xie BG, Jiang YJ, Wu WL (2004) Fruit-body color inheritance of Flammulina velutipes. Mycosystema 23:79–84
Yamanaka K (1997) Production of cultivated edible mushrooms. Food Rev Int 13:327–333
Yang ZL (2011) Molecular techniques revolutionize knowledge of basidiomycete evolution. Fungal Divers 50:47–58
Yun SH, Arie T, Kaneko I, Yoder OC, Turgeon BG (2000) Molecular organization of mating type loci in heterothallic, homothallic, and asexual Gibberella/Fusarium species. Fungal Genet Biol 31:7–20
Zane L, Bargelloni L, Patarnello T (2002) Strategies for microsatellite isolation: a review. Mol Ecol 11(1):–16
Zhao YE, Wu LP (2012) RAPD–SCAR marker and genetic relationship analysis of three Demodex species (Acari: Demodicidae). Parasitol Res 110:2395–2402
Zhou S, Smith DR, Stanosz GR (2001) Differentiation of Botryosphaeria species and related anamorphic fungi using inter simple or short sequence repeat (ISSR) fingerprinting. Mycol Res 105:919–926
Acknowledgements
We are grateful to Dr. J. M. Budke and B. E. Wofford (Directors of University of Tennessee Herbarium TENN, Knoxville, USA), and Dr. Walter Till (Curator of University of Vienna Herbarium, WU) for sending us specimens of Flammulina on loan. We are very grateful to Dr. Bao-Kai Cui (Beijing Forestry University), Dr. Ping Zhang (Hunan Normal University), Dr. Xiang-Hua Wang, Dr. Yan-Jia Hao, Dr. Qi Zhao, Dr. Jiao Qin, Dr. Bang Feng, Dr. Qing Cai (Kunming Institute of Botany), and Dr. Han-Cheng Wang (Chongqing Normal University) for providing specimens and/or color images. We really appreciate Dr. Wei Wang (Shandong Agricultural University) for valuable information on mating genes. Dr. Won-Sik Kong (Mushroom Research Division, National Institute of Horticultural and Herbal Science, Rural Development Administration, Eumsung, Republic of Korea) is acknowledged for generously sharing the genome sequencing data of the cultivar KACC42780. Finally, we especially thank Dr. Yan-Jia Hao, Dr. Bang Feng, Dr. Qing Cai, and Dr. Gang Wu for their constructive comments and valuable suggestions. The present research work was supported by the National Basic Research Program of China (973 Program, No. 2014CB138305) and the National Natural Science Foundation of China (No. 31270074).
Author information
Authors and Affiliations
Corresponding author
Additional information
Section Editor: Marc Stadler
In memory of Prof. Dr. Franz Oberwinkler (5. 1939–3. 2018), for his outstanding mycological studies and inspiring teaching.
Electronic supplementary material
Fig S1
Phylogenetic tree inferred from maximum likelihood analysis based on the ITS alignment. Bootstrap Values (BS > 75%), together with Bayesian Posterior Probabilities (PPs > 0.95) are indicated above the branch (PDF 328 kb)
Fig S2
Phylogenetic tree inferred from maximum likelihood analysis based on the tef1-α alignment. Bootstrap Values (BS > 75%), together with Bayesian Posterior Probabilities (PPs > 0.95) are indicated above the branch (PDF 307 kb)
Fig S3
Phylogenetic tree inferred from maximum likelihood analysis based on the rpb2 alignment. Bootstrap Values (BS > 75%), together with Bayesian Posterior Probabilities (PPs > 0.95) are indicated above the branch (PDF 304 kb)
Fig S4
Estimation of number of populations for K ranging from 1 to 10 by ΔK values (PNG 35 kb)
Fig S5
Phylogenetic tree inferred from maximum likelihood analysis based on the concatenated ITS-tef1-α-rpb2 alignment. Bootstrap Values (BS > 75%), together with Bayesian Posterior Probabilities (PPs > 0.95) are indicated above the branch (PDF 324 kb)
Table S1
(DOC 118 kb)
Table S2
(DOC 126 kb)
Table S3
(DOC 46 kb)
Table S4
(DOC 44 kb)
Table S5
(DOC 41 kb)
Rights and permissions
About this article
Cite this article
Wang, P.M., Liu, X.B., Dai, Y.C. et al. Phylogeny and species delimitation of Flammulina: taxonomic status of winter mushroom in East Asia and a new European species identified using an integrated approach. Mycol Progress 17, 1013–1030 (2018). https://doi.org/10.1007/s11557-018-1409-2
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11557-018-1409-2
Keywords
- Agaricales
- Physalacriaceae
- DNA barcoding
- Edible mushroom
- New species
- Genetic structure
- Mating type gene