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Persoonia : Molecular Phylogeny and Evolution of Fungi logoLink to Persoonia : Molecular Phylogeny and Evolution of Fungi
. 2023 Jan 24;50:1–26. doi: 10.3767/persoonia.2023.50.01

A fifty-locus phylogenetic analysis provides deep insights into the phylogeny of Tricholoma (Tricholomataceae, Agaricales)

XX Ding 1,2,3,*, X Xu 1,2,3,*, YY Cui 1,2, G Kost 4, PM Wang 1,2,3, ZL Yang 1,2,
PMCID: PMC10983840  PMID: 38567264

Abstract

As an ectomycorrhizal fungal genus that contains matsutake and other edible mushrooms, Tricholoma has great economic and ecological significance. However, the phylogenetic relationships within the genus remain unsettled. To clarify the infrageneric relationships of Tricholoma, including the identification of monophyletic subgenera and sections, three phylogenetic analyses were conducted employing single-locus (ITS), five-locus (ITS/ RPB2/EF-1α/MCM7/mtSSU) and 50-locus (45 single-copy orthologous genes plus the aforementioned ones) DNA nucleotide sequences. Our data indicated that ITS sequences could serve the species delimitation of Tricholoma in most cases and monophyletic groups recognition in some cases, and the five-locus dataset could resolve a section-level phylogeny of this genus, while the 50-locus dataset could clarify the delimitation of subgenera and settle the relationships among sections within this genus. A fifty-locus dataset was firstly employed to construct a robust phylogeny of Tricholoma. Based on this, a new infrageneric arrangement for the genus Tricholoma, with four subgenera, of which two are in accordance with the previous subgenera Pardinicutis and Sericeicutis, and eleven sections, is suggested. Subgenus Pardinicutis, occupying the basal position, only harbors sect. Pardinicutis, while the subg. Sericeicutis comprises sects. Lasciva and Sericella located at the sub-basal position with good support. Subgenus Terrea is newly erected here and consists of sect. Terrea, sect. Atrosquamosa and two as yet unnamed phylogenetic lineages. Besides an unnamed section-level lineage, subg. Tricholoma consists of sects. Genuina, Muscaria, Rigida, Tricholoma, Fucata and Matsutake, of which the two latter are newly proposed. The previously defined subg. Contextocutis is clustered within subg. Tricholoma and is a synonym of the latter. Tricholoma colossus, T. acerbum and their allies, which used to be allocated in sect. Megatricholoma (or genus Megatricholoma), are relocated to sect. Genuina since they form a strongly supported monophyletic group and share rusty or black spots on lamellae with other species in this section. Taxonomic descriptions of the new infrageneric taxa and a key to subgenera and sections of the genus Tricholoma are presented.

Citation: Ding XX, Xu X, Cui YY, et al. 2023. A fifty-locus phylogenetic analysis provides deep insights into the phylogeny of Tricholoma (Tricholomataceae, Agaricales). Persoonia 50: 1–26. https://doi.org/10.3767/persoonia.2023.50.01.

Keywords: ectomycorrhizal fungi, new sections, new subgenus, systematics, taxonomy

INTRODUCTION

Mycorrhizal fungi play vital roles in forest ecosystems. All species of the genus Tricholoma (Tricholomataceae, Agaricales) are known or supposed to be ectomycorrhizal (ECM), and fungi in this genus mainly form symbiotic associations with trees of the families Pinaceae, Betulaceae, Fagaceae, Salicaceae, Myrtaceae and Nothofagaceae (Bougher 1995, Tedersoo et al. 2010, Bessette et al. 2013, Christensen & Heilmann-Clausen 2013, Sánchez-García & Matheny 2016, Heilmann-Clausen et al. 2017, Reschke et al. 2018). Certain Tricholoma species are known to form dual ectomycorrhizal and monotropoid associations, linking trees and monotropoid plants (Bidartondo & Bruns 2001, Leake et al. 2004). The genus harbors several famous delicacy mushrooms known as matsutake, including the ‘true’ matsutake T. matsutake and its allies, such as T. anatolicum, T. bakamatsutake, T. fulvocastaneum, T. magnivelare, T. mesoamericanum and T. murrillianum, many of which have great commercial and cultural significance in East Asia (Zang 1990, Wang et al. 1997, Chapela & Garbelotto 2004, Matsushita et al. 2005, Suzuki 2005, Ota et al. 2012, Heilmann-Clausen et al. 2017), while several other species, such as those in sect. Pardinicutis, are known to cause severe gastrointestinal upset (Bessette et al. 2013, Christensen & Heilmann-Clausen 2013, authors’ observations), and the edibility of many others remains to be determined (Nieminen & Mustonen 2020).

Tricholoma was erected as a genus by Staude (1857), with T. flavovirens as the type species. However, as this species is currently considered a synonym of T. equestre, the latter has been regarded as the generic type (Moukha et al. 2013, Heilmann-Clausen et al. 2017). The genus is dominantly distributed in temperate to subtropical ecosystems, and is characterized by fleshy basidiomata, adnexed to emarginate lamellae, a central stipe, white spore prints, smooth basidiospores, simple pileipellis structures and often the absence of well-differentiated cystidia (Kost 1981, Singer 1986, Christensen & Noordeloos 1999, Bessette et al. 2013, Christensen & Heilmann-Clausen 2013, Heilmann-Clausen et al. 2017, Reschke et al. 2018). Traditionally, the basidiospores were treated as inamyloid. However, a recent study indicated that the basidiospores of the tested species are weakly amyloid if sufficient time passes (at least 30 min.) or the slide preparation is heated before observation (Vizzini et al. 2020).

A number of infrageneric classifications of Tricholoma have been proposed from Friesian times until quite recently. Singer (1986) divided Tricholoma in four subgenera, namely Contextocutis, Sericeicutis, Pardinicutis and Tricholoma, with nine sections. However, contemporaneous mycologists proposed different treatments that contain seven to eleven sections within this genus (Bon 1984, 1991, Christensen & Noordeloos 1999, Noordeloos & Christensen 1999, Riva 1998, 2003, Christensen & Heilmann-Clausen 2008). For example, sect. Genuina in Singer (1986) covers four sections of Noordeloos & Christensen (1999), namely sect. Imbricata, sect. Albobrunnea, sect. Caligata and sect. Megatricholoma.

With the advent of molecular phylogenetics, the polyphyly of the Tricholomataceae in Singer (1986) was demonstrated by Moncalvo et al. (2002) and Matheny et al. (2006), and recent phylogenetic studies have reduced Tricholomataceae s.str. to nine monophyletic genera (Sánchez-García et al. 2014, Vizzini et al. 2016, Sánchez-García et al. 2021). Of these, Tricholoma is a monophyletic group since sects. Leucorigida, Iorigida and Adusta in Singer (1986) have been relocated to genera including Leucocalocybe, Macrocybe, Melanoleuca and Tricholosporum (Pegler et al. 1998, Noordeloos & Christensen 1999, Yu et al. 2011, Bessette et al. 2013, Christensen & Heilmann-Clausen 2013, Sánchez-García et al. 2014, Angelini et al. 2017, Heilmann-Clausen et al. 2017, Reschke et al. 2018).

The combination of morphological and molecular approaches has become the preferred method to study the systematics of Tricholoma since Mankel et al. (1998). Both Heilmann-Clausen et al. (2017) and Reschke et al. (2018) provided comprehensive treatments of this genus including molecular phylogenetic information based on the nuclear ribosomal internal transcribed spacer (ITS) sequences. Heilmann-Clausen et al. (2017) accepted 10 sections that are mainly consistent with previous infrageneric classifications, but with some substantial changes, and Reschke et al. (2018) proposed sect. Muscaria to accommodate T. muscarium and its allies, and recognized T. acerbum and T. roseoacerbum as a separated clade, in spite of Heilmann-Clausen et al. (2017) considering these two species as members of sect. Megatricholoma.

Furthermore, ITS has also been employed to clarify the taxonomy and phylogeny of several cryptic groups, including the T. matsutake, T. equestre, T. sulphureum and T. scalpturatum species complexes (Bergius & Danell 2000, Chapela & Garbelotto 2004, Comandini et al. 2004, Matsushita et al. 2005, Carriconde et al. 2008, Trudell et al. 2017), and two or even multiple gene fragments were used to identify diversity within these groups (Bao et al. 2007, Jargeat et al. 2010, Ota et al. 2012, Moukha et al. 2013). However, only a limited number of species were included in these studies. Although more than 30 species have been described based on phylogenetic analyses in recent years (Christensen & Heilmann-Clausen 2009, Hosen et al. 2016, Heilmann-Clausen et al. 2017, Trudell et al. 2017, Yang et al. 2017, Ovrebo & Hughes 2018, Reschke et al. 2018, Ovrebo et al. 2019, Xu et al. 2020, Trudell & Parker 2021, Ushijimaa et al. 2021, Ayala-Vásquez et al. 2022, Cui et al. 2022, Ding et al. 2022), the infrageneric classification of the genus remains unsettled.

ITS is being used as a universal DNA barcode marker for fungi (Nilsson et al. 2008, Begerow et al. 2010, Schoch et al. 2012). However, to infer the phylogenetic relationships within a large genus like Tricholoma, which is likely to have more than 300 species (Christensen & Heilmann-Clausen 2013), ITS sequences alone may be too variable to capture deeper phylogenetic relationships. Although many ITS sequences are accessible for Tricholoma, the phylogenetic relationships within this genus are still far from clear. Therefore, the aims of this study are

  1. to construct phylogenetic frameworks of Tricholoma with single-locus, five-locus and fifty-locus DNA sequence data, and to compare the similarities and differences among them;

  2. to evaluate the monophyly of previously proposed subgenera and sections; and

  3. to gain deeper understanding of the phylogenetic relationships among subgenera and sections in the genus Tricholoma.

MATERIALS AND METHODS

Materials studied

A total of 170 specimens were included in this study, including 167 specimens newly collected from Belarus, Canada, China and Germany and representing all the major clades of Tricholoma suggested by previous studies. Three specimens of Leucopaxillus and Pseudotricholoma were selected as outgroups based on Sánchez-García et al. (2014). Material studied in this study was deposited in the following herbaria: Cryptogamic Herbarium of the Kunming Institute of Botany, Chinese Academy of Sciences (KUN-HKAS), Herbarium Marburgense, University of Marburg (MB), Herbarium of Mycology, Jilin Agricultural University (HMJAU) and Alpine Fungarium, Tibet Plateau Institute of Biology (AF). Specimen information and GenBank accession numbers for sequences of five commonly used gene fragments obtained in this study are listed in Table 1, while ITS sequences available in GenBank from previous studies are listed in Appendix 1. Sequences of 45 single-copy orthologous genes obtained in this study were deposited in GenBank (GenBank accession numbers: MW730186–MW730516, MW743318–MW747885, MW774653–MW774779).

Table 1.

Taxa information and GenBank accession numbers for sequences of five commonly used gene fragments obtained in this study.

Taxon Voucher Locality Typification GenBank accession
ITS EF-1α RPB2 MCM7 mtSSU
Tricholoma aff. album HKAS105390 China, Liaoning MW724441 MW730033 MW732356
T. aff. atrosquamosum HKAS97910 China, Sichuan MW724382 MW729977 MW729846 MW730116 MW732309
HKAS97211 China, Sichuan MW724388 MW729983 MW729852 MW730122 MW732314
HKAS106310 China, Yunnan MW724462 MW730050 MW732372
HKAS55164 China, Yunnan MW729915 MW732386
T. aff. atroviolaceum AF0001640 China, Tibet MW724455 MW730043 MW730169 MW732366
T. albobrunneum HKAS71269 China, Yunnan MW724336 MW729930 MW729803 MW730078 MW732266
HKAS57016 China, Yunnan MW724391 MW729987 MW729856 MW730126 MW732318
HKAS68189 China, Yunnan MW724479 MW730063 MW729914 MW730185 MW732385
T. album MB-006366 Germany, Hessen MW724416 MW730009 MW730146
MB-006323 Germany, Hessen MW724421 MW730014 MW730151
T. argyraceum HKAS106661 China, Sichuan MW724415 MW730008 MW729875 MW730145 MW732336
MB-003509 Germany, Hessen MW724417 MW730010 MW729876 MW730147 MW732337
MB-003519 Germany, Hessen MW724418 MW730011 MW729877 MW730148 MW732338
T. aurantium HKAS106523 China, Xinjiang MW724395 MW729990 MW729859 MW730128 MW732320
HKAS106548 China, Xinjiang MW724414 MW730007 MW730144 MW732335
HKAS94389 Canada, Ontario MW724367 MW729962 MW729833
T. bakamatsutake HKAS106313 China, Yunnan MW724402 MW729997 MW729866 MW730135 MW732326
HKAS107570 China, Yunnan MW724468 MW730054 MW729906 MW730178 MW732376
HKAS106301 China, Yunnan MW724449 MW730164
T. bonii HKAS78979 China, Yunnan MW724326 MW729920 MW730069 MW732256
HKAS106563 China, Yunnan MW724399 MW729994 MW729863 MW730132 MW732323
HMGAU35946 China, Heilongjiang MW724393
T. boudieri HKAS74089 China, Yunnan MW724322 MW729917 MW729791 MW730065 MW732252
HKAS97163 China, Sichuan MW724373 MW729968 MW729838 MW730108 MW732300
HKAS97070 China, Sichuan MW724437 MW730029 MW729888 MW730158 MW732353
T. cingulatum HKAS106634 China, Sichuan MW724406 MW730000 MW729868 MW730137 MW732328
HKAS106635 China, Sichuan MW724407 MW730001 MW729869 MW730138 MW732329
MB-003515 Germany, Hessen MW724425 MW730017 MW729880 MW732342
T. citrinum HKAS71086 China, Yunnan Holotype MW724356* MW729950 MW730097 MW732286
T. equestre HMGAU22249 Belarus, Gomel MW724392 MW729988 MW729857 MW732319
T. filamentosum MB-000950 Germany, Baden- MW724422 MW730015 MW729878 MW730152 MW732339
Württemberg
MB-002942 Germany, Hessen MW724423 MW730016 MW729879 MW730153 MW732340
T. focale HKAS106309 China, Yunnan MW724460 MW730049 MW729902 MW730175
T. frondosae type I HKAS87149 China, Yunnan MW724346 MW729813 MW732276
HKAS98072 China, Sichuan MW724365 MW729960 MW729831 MW730104 MW732294
T. fulvocastaneum HKAS107567 China, Yunnan MW724465 MW730052 MW729904 MW730176 MW732374
HKAS107568 China, Yunnan MW724466 MW730053 MW729905 MW730177 MW732375
HKAS107571 China, Yunnan MW724469
HKAS107572 China, Tibet Holotype MW724472* MW730057 MW729909 MW730180 MW732379
HKAS107576 China, Tibet MW724473* MW730058 MW729910 MW730181 MW732380
T. highlandense HKAS74293 China, Yunnan KY488546* MW729919 MW729793 MW730067 MW732254
HKAS76215 China, Sichuan KY488548* MW729933 MW729806 MW730080 MW732268
HKAS70192 China, Yunnan Holotype KY488549* MW729939 MW729811 MW730086 MW732274
HKAS107590 China, Yunnan MW724452
T. imbricatum HKAS87886 China, Tibet MW724327 MW729921 MW729794 MW730070 MW732257
HKAS112559 China, Yunnan MW724476 MW730060 MW732382
T. inocybeoides HKAS89215 China, Sichuan MW724375 MW729970 MW729839 MW730109 MW732302
HKAS106525 China, Xinjiang MW724396 MW729991 MW729860 MW730129 MW732321
MB-003516 Germany, Hessen MW730018 MW729881 MW732343
T. mastoideum HKAS97096 China, Sichuan Holotype MW724357* MW729951 MW729823 MW732287
HKAS97105 China, Sichuan MW724362* MW729956 MW729827
T. matsutake HKAS57470 China, Yunnan MW724350 MW729945 MW729818 MW730092 MW732280
HKAS98323 China, Sichuan MW724385 MW729980 MW729849 MW730119 MW732311
HKAS106299 China, Yunnan MW724403
HKAS107569 China, Yunnan MW724467
T. muscarioides HKAS69737 China, Yunnan MW724358 MW729952 MW729824 MW730098 MW732288
T. muscarium HKAS76274 China, Yunnan MW724339 MW729934 MW729807 MW730081 MW732269
HKAS106307 China, Yunnan MW724442 MW730034 MW730159 MW732357
T. olivaceoluteolum HKAS68691 China, Yunnan MW724353 MW729948 MW729821 MW730095 MW732283
HKAS89668 China, Yunnan MW724378 MW729973 MW729842 MW730112 MW732305
T. olivaceotinctum HKAS50898 China, Sichuan MW724372 MW729967 MW729837 MW730107 MW732299
HKAS99374 China, Sichuan MW724380 MW729975 MW729844 MW730114 MW732307
HKAS107586 China, Sichuan MW724405 MW729999
T. olivaceum HKAS71335 China, Yunnan MW724338 MW729932 MW729805 MW730079 MW732267
HKAS68600 China, Yunnan MW724351 MW729946 MW729819 MW730093 MW732281
T. orienticolossus HKAS98045 China, Sichuan MT124444* MW729958 MW729829 MW730102 MW732292
T. orientifulvum HKAS105383 China, Liaoning MW724439 MW730031 MW729890 MW732354
HKAS105381 China, Liaoning MW724438 MW730030 MW729889
T. pardinum MB-006381 Germany, Baden- MW724424 MW732341
Württemberg
T. pessundatum HKAS97076 China, Sichuan MW724321 MW729916 MW729790 MW730064 MW732251
HKAS97827 China, Sichuan MW724381 MW729976 MW729845 MW730115 MW732308
T. populinum HKAS106656 China, Sichuan MW724410 MW730004 MW729872 MW730141 MW732332
HKAS106657 China, Sichuan MW724411 MW730005 MW729873 MW730142 MW732333
T. portentosum HKAS71728 China, Yunnan MW724343 MW729938 MW729810 MW730085 MW732273
HKAS97075 China, Sichuan MW724478 MW730062 MW729913 MW730184 MW732384
HKAS74375 China, Yunnan MW724461 MW729903
T. psammopus HKAS106302 China, Inner Mongolia MW724436 MW730028 MW729887 MW732352
HKAS106314 China, Gansu MW724458 MW730046 MW729899 MW730172 MW732369
T. roseoacerbum HKAS88046 China, Yunnan MW724332 MW729926 MW729799 MW730075 MW732262
T. saponaceum HKAS79747 China, Yunnan MW724335 MW729929 MW729802 MW730077 MW732265
HKAS97949 China, Sichuan MW724389 MW729984 MW729853 MW730123 MW732315
HKAS106668 China, Sichuan MW724412
T. scalpturatum MB-003485 Germany, Hessen MW724426 MW730019 MW729882 MW730154 MW732344
MB-003513 Germany, Hessen MW724427 MW730020 MW732345
T. sinoacerbum HKAS78806 China, Hubei MW724325 MW730068 MW732255
HKAS105349 China, Yunnan MW724434 MW730026 MW729886 MW732350
HKAS105388 China, Liaoning MW724440 MW730032 MW729891 MW732355
T. sinopardinum HKAS57199 China, Tibet KY488550* MW729944 MW729817 MW730091 MW732279
HKAS82533 China, Tibet Holotype KY488552* MW729949 MW729822 MW730096 MW732284
HKAS91129 China, Sichuan MW724361 MW729955
T. sinoportentosum HKAS90838 China, Yunnan MW724359 MW729953 MW729825 MW730099 MW732289
HKAS90900 China, Sichuan MW724360 MW729954 MW729826 MW730100 MW732290
T. stans HKAS87940 China, Yunnan MW724329 MW729923 MW729796 MW730072 MW732259
HKAS99382 China, Sichuan MW724390 MW729985 MW729854 MW730124 MW732316
HKAS82121 China, Yunnan MW724344
T. stiparophyllum MB-002925 Germany, Hessen MW724419 MW730012 MW730149
MB-003514 Germany, Hessen MW724420 MW730013 MW730150
HMGAU7821 China, Inner Mongolia MW724464
T. sulphurescens type I MB-102501 Germany MF034302* MW730021 MW729883
T. sulphureum type I HKAS55509 China, Yunnan MW724369 MW729964 MW729835 MW732296
HKAS53473 Germany, Hessen MW724354 MW732285
T. sulphureum type II AF0001459 China, Tibet MW724453 MW730041 MW730167 MW732364
HKAS106305 China, Yunnan MW724463 MW730051 MW732373
T. terreum HKAS69401 China, Yunnan MW724333 MW729927 MW729800 MW730076 MW732263
MB-006378 Germany, Hessen MW724428 MW730022 MW732346
HKAS69914 China, Yunnan MW724459 MW730048 MW729901 MW730174 MW732371
HKAS52233 China, Yunnan MW724355
T. triste HKAS68012 China, Yunnan MW724374 MW729969 MW732301
AF0001608 China, Tibet MW724454 MW730042 MW730168 MW732365
T. ustaloides HKAS74246 China, Yunnan MW724331 MW729925 MW729798 MW730074 MW732261
T. vaccinum HKAS87929 China, Yunnan MW724328 MW729922 MW729795 MW730071 MW732258
HKAS98037 China, Sichuan MW724363 MW729957 MW729828 MW730101 MW732291
HKAS98065 China, Sichuan MW724364 MW729959 MW729830 MW730103 MW732293
T. virgatum HKAS97078 China, Yunnan MW724334 MW729928 MW729801 MW732264
HKAS91176 China, Hubei MW724368 MW729963 MW729834 MW732295
Tricholoma sp. 1 HKAS55189 China, Yunnan MW724379 MW729974 MW729843 MW730113 MW732306
Tricholoma sp. 2 HKAS106317 China, Gansu MW724456 MW730044 MW729898 MW730170 MW732367
HKAS106318 China, Gansu MW724457 MW730045 MW730171 MW732368
Tricholoma sp. 3 HKAS101296 China, Yunnan MW724446 MW730037 MW729894 MW730162 MW732360
Tricholoma sp. 4 HKAS54922 China, Yunnan MW724432 MW730024 MW729884 MW732348
HKAS107574 China, Tibet MW724471 MW730056 MW729908 MW732378
Tricholoma sp. 5 HKAS97909 China, Sichuan MW724383 MW729978 MW729847 MW730117 MW732310
HKAS99397 China, Sichuan MW724384 MW729979 MW729848 MW730118
Tricholoma sp. 6 HKAS106484 China, Yunnan MW724349 MW729943 MW729816 MW730090 MW732278
HKAS49645 China, Yunnan MW724470 MW730055 MW729907 MW730179 MW732377
Tricholoma sp. 7 HKAS97220 China, Yunnan MW729986 MW729855 MW730125 MW732317
HKAS106283 China, Yunnan MW724433 MW730025 MW729885 MW730156 MW732349
HKAS63047 China, Yunnan MW724448 MW730038 MW729895 MW730163 MW732361
Tricholoma sp. 8 HKAS74156 China, Yunnan MW724323 MW729918 MW729792 MW730066 MW732253
HKAS63020 China, Yunnan MW724444 MW730035 MW729892 MW730160 MW732359
Tricholoma sp. 9 HKAS99360 China, Sichuan MW724386 MW729981 MW729850 MW730120 MW732312
HKAS99361 China, Sichuan MW724387 MW729982 MW729851 MW730121 MW732313
Tricholoma sp. 10 HKAS70214 China, Yunnan MW724345 MW729940 MW729812 MW730087 MW732275
HKAS68655 China, Yunnan MW724352 MW729947 MW729820 MW730094 MW732282
Tricholoma sp. 11 HKAS106308 China, Sichuan MW724404 MW729998 MW729867 MW730136 MW732327
HKAS105344 China, Sichuan MW724413 MW730006 MW729874 MW730143 MW732334
HKAS105540 China, Yunnan MW724447
Tricholoma sp. 12 HKAS49388 China, Sichuan MW724371 MW729966 MW729836 MW730106 MW732298
Tricholoma sp. 13 HKAS81257 China, Yunnan MW724342 MW729937 MW729809 MW730084 MW732272
Tricholoma sp. 14 HKAS97080 China, Yunnan MW724337 MW729931 MW729804
Tricholoma sp. 15 HKAS56154 China, Yunnan MW724477 MW730061 MW729912 MW730183 MW732383
Tricholoma sp. 16 HKAS106583 China, Yunnan MW724397 MW729992 MW729861 MW730130 MW732322
HKAS106610 China, Yunnan MW724401 MW729996 MW729865 MW730134 MW732325
Tricholoma sp. 17 HKAS92443 China, Yunnan MW724376 MW729971 MW729840 MW730110 MW732303
HKAS52260 China, Yunnan MW724377 MW729972 MW729841 MW730111 MW732304
Tricholoma sp. 18 HKAS73361 China, Yunnan MW724341 MW729936 MW729808 MW730083 MW732271
HKAS105356 China, Yunnan MW724435 MW730027 MW730157 MW732351
HKAS69777 China, Yunnan MW724451 MW730040 MW729897 MW730166 MW732363
Tricholoma sp. 19 HKAS74195 China, Yunnan MW724330 MW729924 MW729797 MW730073 MW732260
HKAS73277 China, Yunnan MW724340 MW729935 MW730082 MW732270
HKAS108098 China, Yunnan MW724475
Tricholoma sp. 20 HKAS97051 China, Yunnan MW724366 MW729961 MW729832 MW730105
HKAS97661 China, Yunnan MW724398 MW729993 MW729862 MW730131
HKAS101291 China, Yunnan MW724445 MW730036 MW729893 MW730161
Tricholoma sp. 21 HKAS91028 China, Tibet MW724347 MW729941 MW729814 MW730088
Tricholoma sp. 22 HKAS106303 China, Yunnan MW724450 MW730039 MW729896 MW730165 MW732362
Tricholoma sp. 23 HKAS101281 China, Yunnan MW724443 MW732358
Tricholoma sp. 24 HKAS74948 China, Yunnan MW724348 MW729942 MW729815 MW730089 MW732277
HAKS107581 China, Yunnan MW724400 MW729995 MW729864 MW730133 MW732324
Tricholoma sp. 25 HKAS106315 China, Gansu MW730047 MW729900 MW730173 MW732370
Tricholoma sp. 26 HKAS106652 China, Sichuan MW724408 MW730002 MW729870 MW730139 MW732330
HKAS106653 China, Sichuan MW724409 MW730003 MW729871 MW730140 MW732331
Tricholoma sp. 27 HKAS107577 China, Sichuan MW724474 MW730059 MW729911 MW730182 MW732381
Tricholoma sp. 28 HKAS49355 China, Sichuan MW724370 MW729965 MW732297
Tricholoma sp. 29 HKAS58046 China, Yunnan MW724430 MW730023
Tricholoma sp. 30 HKAS79926 China, Tibet MW724431
Leucopaxillus laterarius HKAS106319 China, Xinjiang MW724394 MW729989 MW729858 MW730127
Leucopaxillus tricolor MB-000946 Germany, Baden-Württemberg MW724429 MW730155 MW732347
Pseudotricholoma metapodium MB-002938 Germany, Thüringen

* indicates sequences retrieved from GenBank database.

Morphological observation and description

Notes of macroscopic descriptions are based on detailed field notes and digital images of fresh basidiomata. Colors of fresh specimens were documented from Kornerup & Wanscher (1981). Microscopic studies were conducted using a ZeissAxiostar Plus microscope following the standard method described in Yang et al. (2017) and Cui et al. (2018).

DNA extraction, PCR and sequencing

Genomic DNA was extracted from silica-gel dried materials or fungarium materials using the modified CTAB method (Doyle & Doyle 1987). Five gene fragments commonly used in phylogeny, including three protein-coding gene fragments (the second-largest subunit of RNA polymerase (RPB2), translation elongation factor 1-α (EF-1α) and minichromosome maintenance protein 7 (MCM7)), and two non-protein coding regions (ITS and mitochondrial small subunit rDNA (mtSSU)) (Matheny et al. 2007, Mouhamadou et al. 2008, Schmitt et al. 2009, Schoch et al. 2012, Sánchez-García et al. 2014), as well as 45 single-copy gene fragments selected from Sato et al. (2017) were amplified to conduct the phylogenetic framework of Tricholoma. The primer pairs used in this study, including universal primer pairs and newly designed primer pairs are listed in Appendix 2.

The PCR reactions were conducted on an ABI 2720 Thermal Cycler (Applied Biosystems, Foster City, CA, USA) or an Eppendorf Master Cycler (Eppendorf, Netheler-Hinz, Hamburg, Germany), and the reactions were conducted using the following profiles: pre-denaturation at 94 °C for 5 min, followed by 35 cycles of denaturation at 94 °C for 50 s, annealing at 50–56 °C for 55 s, elongation at 72 °C for 55 s, and a final elongation at 72 °C for 8 min. The PCR products were purified with a Gel Extraction and PCR Purification Combo Kit (Spin-column) (Bioteke, Beijing, China), and then sequenced on an ABI-3730-XL DNAAnalyzer (Applied Biosystems, Foster City, CA, USA) using the same primer pairs as in the PCR amplification. Forward and reverse sequences were assembled and edited with SeqMan (DNA STAR package; DNA Star Inc., Madison, WI, USA).

To generate sequences of the 45 single-copy orthologous gene fragments, a two-step PCR was performed for these representative samples. In the first step, the primers were designed to contain Illumina sequencing primer regions and 6-mer Ns for improved ‘chastity’ in Illumina sequencing (forward: 5′-TCGTCGGCAGCGTCAGATGTGTATAAGAGACAGNNNNNN [specific primer]-3′, reverse: 5′-GTCTCGTGGGCTCGGAGATGTGTATAAGAGACAGNNNNNN [specific primer]-3′).

The first step was performed in a 25 µL reaction mixture with thermal cycles as follows: pre-denaturation at 94 °C for 5 min, followed by 35 cycles of denaturation at 94 °C for 40 s, annealing at optimal temperature for 40 s, elongation at 72 °C for 40 s, and a final elongation at 72 °C for 8 min.

The Illumina sequencing adaptors plus the 8 bp identifier indices (Hamady et al. 2008) were added in the subsequent PCR process using a forward and reverse fusion primer (forward, AATGATACGGCGACCACCGAGATCTACAC-index-TCGTCGGCAGCGTC; reverse, CAAGCAGAAGACGGCATACGAGAT-index-GTCTCGTGGGCTCGG). The second step was conducted in a 25 µL reaction mixture and the thermal cycles of the second PCR were as follows: pre-denaturation at 94 °C for 2 min, followed by 8 cycles of denaturation at 98 °C for 10 s, annealing at 55 °C for 30 s, elongation at 68 °C for 1 min, and a final elongation at 68 °C for 7 min.

The PCR products were quantified using a Qubit fluorometer (Invitrogen Corporation, California, USA), and the concentrations of the PCR products were then equalized. The adjusted PCR products were pooled, and amplicons of 450–600 bp in length were then excised and extracted using a Zymo DNA Clean & Concentrator-5 and Zymoclean Gel DNA Recovery Kit (Zymo Research Corporation, Irvine City, CA, USA). The amplicon libraries were sequenced with 2 × 300-bp paired-end sequencing on a MiSeq platform using a MiSeq v. 3 Reagent Kit according to the manufacturer’s instructions.

After pooling equal volumes of the respective PCR products, the amplicons 450–600 bp in length were excised and extracted using the QIAquick Gel Extraction Kit (Qiagen). The amplicon libraries were sequenced using paired-end sequencing on the MiSeq platform (Illumina, San Diego, CA, USA) using MISEQ v. 3 Reagent Kit according to the manufacturer’s instructions.

Phylogenetic analyses

Since GenBank contains a large amount of ITS sequence data for the genus, we employed an ITS dataset to link the new multi-locus datasets to the global understanding of the genus provided by ITS sequences, as well as to infer the phylogenetic relationships between the Tricholoma species from different regions. The ITS dataset was aligned with MAFFT v. 7.304b using the E-INS-I strategy and was manually optimized on BioEdit v. 7.0.5. The ambiguously aligned regions were detected and excluded by using Gblocks v. 0.91b with less stringent selection settings.

To further investigate the phylogeny of Tricholoma, two multi-locus datasets were compiled. The five-locus dataset included five commonly used gene fragments, namely ITS, RPB2, EF-1α, MCM7 and mtSSU; and the fifty-locus dataset included the aforementioned five gene fragments plus 45 single-copy orthologous gene fragments.

For the data obtained from next-generation sequencing, BCL2FASTQ v. 1.8.4 (Illumina, San Diego, CA, USA) was used to convert the base calls into forward, index1, index2 and reverse FASTQ files. In order to obtain more accurate and reliable results in subsequent bioinformatics analyses, the raw data was pre-processed using an in-house procedure as follows:

  1. Sequence reads not having an average quality of 20 over a 30 bps sliding window based on the phred algorithm were truncated, and trimmed reads having less than 75 % of their original length, as well as their paired reads, were removed;

  2. Removal of reads contaminated by adapters;

  3. Removal of reads with ambiguous bases (N bases), and their paired reads;

  4. Removal of reads with low complexity (poly-bases).

Paired-end reads were generated using the Illumina MiSeq platform, and the reads with sequencing adapters, N bases, poly-bases, and low quality bases were filtered out using default parameters. If two paired-end reads overlapped with 1) a minimum overlap of 15 bp and 2) a mismatching ratio in the overlapped region ≤ 0.1, the consensus sequence was generated by FLASH v. 1.2.11 (Magoc & Salzberg 2011). Paired-end reads without overlaps were removed. To separate each gene, clean reads were imported in Geneious Prime 2020.0.4, the command ‘map to reference’ was executed (referring to the same gene in the genome of T. matsutake downloaded from JGI, Joint Genomics Institute), and all of the parameters were kept at their default settings, except that ‘Sensitivity’ was set as ‘Medium Sensitivity/Fast’. Reads less than 5 ‰ of the total quantity for each gene were then removed, and the consensus sequences for each gene were generated with ‘bases matching’ set to 95 %.

The sequences of each gene fragment were aligned with MAFFT v. 7.304b using the E-INS-I strategy and manually optimized on BioEdit v. 7.0.5 (Hall 1999, Katoh et al. 2002). To test for potential conflicts among the 50 gene fragments, Maximum Likelihood analyses and Bayesian Inference were performed on each individual dataset with the same settings as in the con catenated analysis (Huelsenbeck & Ronquist 2001, Ronquist & Huelsenbeck 2003, Edler et al. 2020). Since no well-supported (BS ≥ 70 %, PP ≥ 0.9) conflict was detected among the topologies of the 50 gene fragments, these datasets were combined with Phyutility v. 2.2 for further phylogenetic analysis. The ambiguously aligned regions in ITS and mtSSU were detected and excluded using Gblocks 0.91b with less stringent selection settings. The intron regions in RPB2, EF-1α and MCM7 are retained because they can provide more information than interference. For the 45 single-copy orthologous genes, introns within each gene were excluded from the phylogenetic analyses, as previous studies suggested (Sato & Toju 2019, Li et al. 2020).

Phylogenetic analyses were conducted using Maximum Likelihood (ML) in RAxML GUI 2.0 (Edler et al. 2020) and Bayesian Inference (BI) in MrBayes v. 3.2.2 (Ronquist & Huelsenbeck 2003). The optimal substitution model was determined through MrModeltest v. 2.3 using Akaike Information Criterion (AIC). The best-fit model was GTR + G + I for all three datasets. The final alignments were submitted to TreeBase (No. S27939).

All of the parameters were kept at their default settings for the ML analyses except that the model was set as the best-fit model, and statistical supports were obtained using nonparametric bootstrapping with 1000 replicates. For the BI analyses, four chains were processed, with the generation set as 30 million using the selected model. The trees were sampled every 100 generations. Other parameters were kept at their default settings. Chain convergence was determined using Tracer v. 1.5 to confirm sufficiently large ESS values (> 200). The sampled trees were subsequently summarized after omitting the first 25 % of trees as burn-in using the ‘sump’ and ‘sumt’ commands implemented in MrBayes.

RESULTS

Phylogenetic analyses

A total of 5714 sequences newly generated from 170 collections were used to conduct three datasets. The ITS dataset comprised 157 ITS sequences generated in this study and 264 ITS sequences retrieved from the GenBank database (other gene fragments of 12 collections were sequenced for the multi-locus analyses, although their ITS sequences were provided by GenBank). The aligned length of ITS dataset was 901 bases with 558 variable characters, of which 496 were parsimony informative. 676 sequences from 159 collections make up the five-locus dataset. The aligned length for the five-locus dataset was 3429 bases with 1640 variable characters, of which 1495 were parsimony informative. 131 collections were employed to conduct the fifty-locus dataset. The aligned length of fifty-locus dataset was 13924 bp with 6236 variable characters, of which 5735 were parsimony informative.

The ML and BI analyses produced identical topologies with highly similar support values in each dataset. Therefore, only the ML trees are presented, with Bootstrap (BS) values and Bayesian posterior probabilities (BPP) shown on the branches. The phylogeny trees based on the single-locus, five-locus and fifty-locus datasets are presented in Fig. 13, respectively. The schematic dendrograms of dataset II and III are compared in Fig. 4.

Fig. 1.

Fig. 1

Fig. 1

Fig. 1

Maximum likelihood phylogeny of Tricholoma species inferred from ITS sequences. Bootstrap (BS) values ≥ 70 and Bayesian posterior probabilities (BPP) ≥ 0.90 are shown above or beneath the individual branches.

Fig. 3.

Fig. 3

Maximum likelihood phylogeny of Tricholoma using fifty-locus dataset. Bootstrap (BS) values and Bayesian posterior probabilities (BPP) are shown above or beneath individual branches. Branches with strong statistical support (BS = 100 and BPP = 1) are shown in blue color.

Fig. 4.

Fig. 4

Schematic dendrograms of the maximum likelihood phylogeny of Tricholoma using five-locus and fifty-locus datasets. Bootstrap (BS) values and Bayesian posterior probabilities (BPP) are shown above or beneath individual branches. Branches with strong statistical support (BS = 100 and BPP = 1) are shown in blue color. * indicating that the section was supported in both ML (BS ≥ 70) and BI (BPP ≥ 0.90) analyses based on ITS dataset, # indicating that the section was only supported by BI (BPP ≥ 0.90) analyses based on ITS dataset.

ITS phylogeny

A phylogenetic analysis of Tricholoma species from different parts of world is presented in Fig. 1. As Fig. 1 and previous studies suggest, ITS sequences could serve the species delimitation of this genus in most cases, while for cryptic groups, such as the T. equestre or T. saponaceum species complexes, species boundaries are still unclear (Fig. 1). Furthermore, several monophyletic clades were well-supported by ITS phylogenetic analyses (Fig. 1). Tricholoma sects. Pardinicutis and Sericella were strongly supported (BS/BPP = 100/1) monophyletic groups, and seven sections, namely sects. Fucata, Genuina, Lasciva, Muscaria, Rigida, Terrea and Tricholoma, were well-supported monophyletic clades (BS ≥ 70, BPP ≥ 0.9). However, sects. Atrosquamosa and Matsutake were only supported by BI analysis (Fig. 1). An additional three clades (A–C) recognized in other analyses were also delimited, and clade B contained five known species clustering with T. luridum but only with weak support.

As Fig. 1 suggests, 48 previously known species are distributed in China. Of these, ten were firstly confirmed with molecular evidence in this study, namely T. argyraceum, T. focale, T. inocybeoides, T. muscarium, T. olivaceotinctum, T. ustaloides, T. psammopus,T. roseoacerbum,T. stans and T. stiparophyllum. Besides, 30 new phylogenetic species, and three species closely related to known ones (T. aff. atrosquamosum, T. aff. album and T. aff. atroviolaceum) were uncovered (Fig. 1). The species diversity of Tricholoma in China is therefore expanded to 78 species with phylogenetic evidence.

Besides T. albobrunneum, T. cingulatum, T. triste, T. vaccinum and T. viridilutescens, the occurrence of seven additional species in East Asia, Europe and North America were confirmed, namely T. boudieri, T. focale, T. pessundatum, T. portentosum, T. roseoacerbum, T. stiparophyllum and T. terreum (Fig. 1). While several cryptic species groups, such as T. equestre, T. saponaceum and T. sulphureum, may also be widely distributed, the distribution ranges of each species are unclear since the species delimitations are unsettled (Fig. 1).

Five-locus phylogeny

The five-locus dataset was composed of representative species of each major clade selected from the ITS phylogenetic analyses. As Fig. 2 suggests, all eleven previously suggested sections, besides three additional unnamed clades (clades A, B and C), are strongly supported as monophyletic (BS/BPP = 100/1). In addition, several infrageneric phylogenetic relationships were revealed. For instance, sister relationships between sects. Tricholoma and Rigida, and Muscaria and Fucata received strong support (BS/BPP = 100/1), and the subgeneric monophyly (subg. Tricholoma) comprising sects. Tricholoma, Rigida, Muscaria, Fucata, Matsutake, Genuina and clade C was well-supported (BS/BPP = 90/1). Section Terrea, sect. Atrosquamosa, clade A and clade B formed a monophyletic group with BS/BPP = 73/0.91, indicating the close relationship of these clades. However, the phylogenetic relationships between sects. Pardinicutis, Sericella and Lasciva were unresolved.

Fig. 2.

Fig. 2

Maximum likelihood phylogeny of Tricholoma using ITS/RPB2/EF-1α/MCM7/mtSSU dataset. Bootstrap (BS) values and Bayesian posterior probabilities (BPP) are shown above or beneath individual branches. Branches with strong statistical support (BS = 100 and BPP = 1) are shown in blue color.

Fifty-locus phylogeny

A fifty-locus dataset was for the first time employed to clarify the phylogenetic relationships of Tricholoma. This dataset comprised almost the same taxa and samples as the five-locus dataset. In the phylogenetic tree generated from this dataset (Fig. 3), the subgeneric monophyly comprising sect. Terrea, sect. Atrosquamosa, cladeA and clade B in Fig. 2 was strongly supported (BS/BPP = 100/1). The close relationship between sects. Sericella and Lasciva was disclosed, and sect. Pardinicutis was a separated clade that occupied the basal position of the genus (Fig. 3). Not only were all eleven sections strongly supported as monophyletic, but the monophyly of the four subgenera was also strengthened with strong support (BS/BPP = 100/1). Since the phylogenetic relationships within Tricholoma were clearly demonstrated using the fifty-locus dataset, four subgenera can be recognized in this genus.

Phylogenetic relationships of major clades in Tricholoma

Based on the 50-locus phylogenetic tree, three subgenera and nine sections previously proposed were confirmed to be monophyletic and are accepted here, with certain amendments. Furthermore, the new subgenus Terrea (for its description see below) is proposed to accommodate the monophyletic group that contains sect. Terrea, sect. Atrosquamosa and two phylogenetic clades temporarily labeled A and B. The sister clade of sect. Muscaria is proposed as sect. Fucata (for its description see below), it clustered in subg. Tricholoma with other five sections. The clade harboring T. matsutake and its allies, which has a close relationship with a clade formed by sects. Muscaria and Fucata, is proposed as sect. Matsutake (for its description see below).

Subgenus Pardinicutis harbors only sect. Pardinicutis and occupies a basal position in the genus (Fig. 3). Subgenus Sericeicutis constitutes sects. Lasciva and Sericella and is located in a sub-basal position with good support (BS/BPP = 70/0.98).

Species with a dry, gray and radially fibrillose, squamulose to felty pileus surface form the monophyletic subg. Terrea, with BS/BPP = 100/1. Within this clade, sect. Terrea and clade B form a sister group with strong support (BS/BPP = 100/1), while the close relationship between sect. Atrosquamosa and clade A was only supported in the BI analyses (BS/BPP = 42/0.93).

Subgenus Tricholoma is the largest subgenus of the genus and consists of six sections, four of which have been previously proposed and two of which are newly erected here (see below). A phylogenetic clade labeled here as C, with unformalized taxonomic status, was uncovered in this subgenus. The subg. Tricholoma clusters into three major subclades, each with strong statistical support (BS/BPP = 100/1). The first subclade, formed by sect. Genuina and clade C, occupies the basal position within the subgenus. The sub-basal subclade constitutes sect. Muscaria, sect. Fucata and sect. Matsutake, while the last subclade contains a sister group formed by sects. Tricholoma and Rigida.

TAXONOMIC PART

Based on the phylogenetic analyses, an infrageneric taxonomic treatment of Tricholoma is suggested below. Fresh basidiomata of the type or representative species of each section are shown in Fig. 5.

Fig. 5.

Fig. 5

Fresh basidiomata of the type or representative species of each section in Tricholoma. a–b. Representative species of sect. Tricholoma (a. T. frondosae type I, HKAS98072; b. T. portentosum, HKAS97075); c. T. saponaceum, type species of sect. Rigida (HKAS106668); d. T. muscarium, type species of sect. Muscaria (HKAS106307); e. a species of sect. Fucata (T. sp. 19, HKAS108098); f. T. matsutake, type species of sect. Matsutake (HKAS106299); g. T. vaccinum, type species of sect. Genuina (HKAS98065); h. T. terreum, type species of sect. Terrea (HKAS52233); i. T. aff. atrosquamosum, a species of sect. Atrosquamosa (HKAS97211); j. T. aff. album, a species of sect. Lasciva (HKAS105390); k. T. sulphureum type II, a species of sect. Sericella (HKAS106305); l. T. sinopardinum, a species of sect. Pardinicutis (HKAS82533). — Scale bars = 2 cm.

Tricholoma (Fr.) Staude Type:

T. equestre (L.) P. Kumm.

  • I. Subg. Pardinicutis Singer

    Type: T. pardinum (Pers.) Quél.

    • 1. Sect. Pardinicutis

      Type: T. pardinum (Pers.) Quél.

  • II. Subg. Sericeicutis Singer

    Type: T. sulphureum (Bull.) P. Kumm.

    • 2. Sect. Lasciva Bon

      Type: T. lascivum (Fr.) Gillet

    • 3. Sect. Sericella (Fr.) Quél.

      Type: T. sulphureum (Bull.) P. Kumm.

  • III. Subg. Terrea X.X. Ding, X. Xu, G. Kost & Zhu L. Yang

    Type: T. terreum (Schaeff.) P. Kumm.

    • 4. Sect. Atrosquamosa Kühner

      Type: T. atrosquamosum Sacc.

    • 5. Sect. Terrea

      Type: T. terreum (Schaeff.) P. Kumm.

  • IV. Subg. Tricholoma

    Type: T. equestre (L.) P. Kumm.

    • 6. Sect. Fucata X.X. Ding, X. Xu, G. Kost & Zhu L. Yang

      Type: T. fucatum (Fr.) P. Kumm.

    • 7. Sect. Genuina (Fr.) Sacc.

      Type: T. vaccinum (Schaeff.) P. Kumm.

    • 8. Sect. Matsutake X.X. Ding, X. Xu, G. Kost & Zhu L. Yang

      Type: T. matsutake (S. Ito & S. Imai) Singer

    • 9. Sect. Muscaria Reschke

      Type: T. muscarium Kawam. ex Hongo

    • 10. Sect. Rigida (Fr.) Quél.

      Type: T. saponaceum (Fr.) P. Kumm.

    • 11. Sect. Tricholoma

      Type: T. equestre (L.) P. Kumm.

Key to the subgenera and sections in Tricholoma

  • 1. Pileus glabrous; lamellae close to distant; odor striking, aromatic or nauseating, recalling tar or gas (subg. Sericeicutis) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2

  • 1. Pileus glabrous or felty, radially fibrillose, squamulose to scaly; lamellae crowded to close; odor diverse but not gas-like . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3

  • 2. Basidiospores small (length ≤ 8 µm); flesh staining yellow when bruised or after cutting . . . . . . . . . . . . sect. Lasciva

  • 2. Basidiospores large (length > 8 µm); flesh without color change after cutting . . . . . . . . . . . . . . . . . . sect. Sericella

  • 3. Pileus white, gray to gray-black, rarely with a brown or olivaceous tinge . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4

  • 3. Pileus color diverse, mostly buff, cinnamon, yellow, olivaceous, orange to red-brown, sometimes white or gray (subg. Tricholoma) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6

  • 4. Pileus squamose; basidiospores mostly broadly ellipsoid to ellipsoid; clamp-connections present (subg. Pardinicutis) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . sect. Pardinicutis

  • 4. Pileus mostly squarrulose; basidiospores mostly ellipsoid to elongate; clamp-connections absent or present (subg. Terrea) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5

  • 5. Basidiomata small to medium-sized, some staining yellowish when old or bruised, no reddish tinge; odor farinaceous or weak . . . . . . . . . . . . . . . . . . . . . . . . . . . . sect. Terrea

  • 5. Basidiomata medium-sized to large, staining reddish when old; odor diverse, often reminiscent of honey, ground pepper or cedar wood . . . . . . . . . . . . . . sect. Atrosquamosa

  • 6. Flesh often pinkish when bruised or old; clamp-connections present and easily demonstrated . . . . . . . . . sect. Rigida

  • 6. Flesh not changing pinkish when bruised or old; clamp-connections absent, or at least rare . . . . . . . . . . . . . . . 7

  • 7. Pileus whitish, cinnamon, buff, orange to red-brown . . 8

  • 7. Pileus white, gray, yellow to yellow-olivaceous . . . . . . . 9

  • 8. Pileus fibrillose to squamose; stipe robust and annulate; odor strong and aromatic; basidiospores predominantly broadly ellipsoid. . . . . . . . . . . . . . . . . . . sect. Matsutake

  • 8. Pileus dry and squamulose, or viscid and smooth; stipe usually without an annulus but sometimes with a ring zone; odor farinaceous; basidiospores predominantly broadly ellipsoid to ellipsoid . . . . . . . . . . . . . . . . . . sect. Genuina

  • 9. Subpellis poorly differentiated . . . . . . . . sect. Tricholoma

  • 9. Subpellis well-differentiated . . . . . . . . . . . . . . . . . . . . . 10

  • 10. Pileus umbonate to conical, dry, fibrillose to fine-scaly; pileipellis not gelatinized . . . . . . . . . . . . . sect. Muscaria

  • 10. Pileus not conical but often with a low umbo, surface viscid, glabrous or radially silky-fibrillose; pileipellis gelatinized . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . sect. Fucata

Tricholoma subg. Terrea X.X. Ding, X. Xu, G. Kost & Zhu L. Yang, subg. nov. — MycoBank MB 838960; Fig. 3, 5h, 6

Fig. 6.

Fig. 6

Microscopical characters of Tricholoma terreum, the type species of subg. Terrea. a. Basidiospores (HKAS 69401); b. basidia (HKAS 69914); c. cheilocystidia (HKAS 69914); d. pileipellis (HKAS 69401) (b, c. from L.P. Tang 1453 (HKAS 69914), China, Yunnan Province, Yulong County, in a conifer forest dominated by Pinus, 2164 m elev., 4 Aug. 2011; a, d. from Q. Zhao 680 (HKAS 69401), ibid., 2740 m elev., 11 July 2010. — Scale bars: a–c = 10 μm, d = 20 μm.

Etymology. Derived from the name of the type species of the subgenus.

Type species of subgenus. Tricholoma terreum (Schaeff.) P. Kumm., Führer Pilzk. (Zerbst): 134. 1871.

Basidioma small, medium-sized to large. Pileus at first convex, plano-convex to applanate when mature, often broadly umbonate at center; surface dry, white, gray to gray-black, covered with felty-tomentose, tomentose to fibrillose squamules, or squarrulose.

Basidiospores predominantly ellipsoid to oblong. Pileipellis a cutis. Clamp connections absent or present. Cheilocystidia present or absent (Fig. 6).

This subgenus comprises two sections, namely sect. Terrea and sect. Atrosquamosa, as well as two as yet unnamed phylogenetic clades labeled A and B. Twelve known species in sect. Terrea and sect. Atrosquamosa, namely T. argyraceum, T. atrosquamosum, T. basirubens, T. bonii, T. cingulatum, T. inocybeoides, T. olivaceotinctum, T. orirubens, T. scalpturatum, T. squarrulosum, T. terreum and T. triste are clustered in this subgenus (Fig. 1). In addition, T. acris, T. atratum, T. atroviolaceum, T. aff. atroviolaceum, T. borgsjoeense and two terminal clades labelled as ‘T. borgsjoeense’ (MW627912, MW627992) and ‘T. vernaticum’ (AF377203), together with two new phylogenetic species, labelled as Tricholoma spp. 26 and 27, are also included in this subgenus (Fig. 1). However, T. vernaticum was placed in subg. Contextocutis by Shanks (1996) due to the presence of clamp connections and the interwoven pileipellis, which are not the features of subg. Terrea. Due to the absence of sufficient knowledge about ‘AF377203′, we prefer not accept this name as a member of this subgenus for the time being. A clade labelled as ‘T. borgsjoeense’ from Canada was apart from the T. borgsjoeense from Europe, indicating it may be a new phylogenetic species in this subgenus. Besides, T. luridum had close relationships with members in clade B, as Fig. 1 suggested. Despite the weak statistical support (BS < 70, BPP < 0.9), this species may also nest in this subgenus. However, further studies are needed to verify this.

Distribution — Species in subg. Terrea are found in East Asia, Europe and North America (Fig. 1).

Notes — Members of subg. Pardinicutis which have dark gray scales on a whitish pileus may look similar to species of this subgenus. However, they can be easily distinguished by their relatively robust basidiomata and the common presence of clamp connections. Tricholoma virgatum and its allies (T. sciodes and T. bresadolanum) in subg. Tricholoma share a gray pileus and may look like species in subg. Terrea, but they are typically virgate to fibrillose-squamose, not felty and can be further distinguished by a bitter to acrid taste.

Tricholoma sect. Fucata X.X. Ding, X. Xu, G. Kost & Zhu L. Yang, sect. nov. — MycoBank MB 838961; Fig. 1, 2, 3, 5e

Etymology. Derived from the name of the type species of the section.

Type species of section. Tricholoma fucatum (Fr.) P. Kumm., Führer Pilzk. (Zerbst): 130. 1871.

Basidioma small to large. Pileus at first hemispherical to conical with deflexed margin, later convex with a low umbo; surface viscid and glabrous when moist, radially silky fibrillose and shiny when dry, pale gray, dark gray, yellow-brown to brownolivaceous. Stipe cylindrical to clavate, sometimes tapering downwards, white to pale gray, often punctate or fibrillose. Odor and taste farinaceous.

Basidiospores predominantly broadly ellipsoid. Pileipellis gelatinized, subpellis well-differentiated and composed of short inflated elements. Clamp connections absent. Cheilocystidia clavate or cylindrical, sometimes with intracellular pigment. Pleurocystidia absent.

Six known species and two new species are found in this section. Besides the type, the species include T. costaricense, T. felschii, T. josserandii, T. marquettense, T. mutabile, Tricholoma sp. 19 and Tricholoma sp. 20 (Fig. 1).

Distribution — Species of sect. Fucata are found in East Asia, Europe, and North and Central America (Fig. 1).

Notes — Section Fucata is characterized by an umbonate pileus with a viscid, glabrous or radially fibrillose surface, a strong farinaceous odor and taste, a distinct parenchymatoid subpellis, a gelatinized pileipellis and the presence of cheilocystidia. These traits make it relatively easy to recognize within Tricholoma. Although sect. Fucata has a close relationship with sect. Muscaria, the latter can be distinguished by an acute umbo, a distinct yellowish dry pileus and a not gelatinized pileipellis.

Tricholoma sciodes in sect. Tricholoma may look similar to species in sect. Fucata that share a grayish pileus. However, T. sciodes can be easily distinguished by its conical pileus and the bitter to acrid taste. Species of sect. Terrea with a gray pileus can be distinguished by their felty to squamulose pilei, small basidiospores with higher Q values and a relatively weak odor. Tricholoma borgsjoeense is characterized by an umbonate, tomentose pileus, presence of cheilocystidia and a strong rancid farinaceous odor and taste. However, the subpellis of this species is often not differentiated, and our phylogenetic analyses indicated that this species nested in subg. Terrea.

Tricholoma sect. Matsutake X.X. Ding, X. Xu, G. Kost & Zhu L. Yang, sect. nov. — MycoBank MB 838962; Fig. 1, 2, 3, 5f, 7

Fig. 7.

Fig. 7

Microscopical characters of Tricholoma matsutake (HKAS 98323), the type species of sect. Matsutake. a. Basidiospores; b. basidia; c. cheilocystidia; d. pileipellis. (from P.M. Wang KD-68 (HKAS 98323), China, Sichuan Province, Kangding County, in a broad-leaved forest dominated by Fagaceae, 6 Sept. 2016. — Scale bars: a–c = 10 μm, d = 20 μm.

Etymology. Derived from the name of the type species of the section.

Type species of section. Tricholoma matsutake (S. Ito & S. Imai) Singer, Ann. Mycol. 41(1/3): 77. 1943.

Basidioma medium-sized to very large. Pileus at first hemispherical to convex with involute margin, later convex to flattened, with deflexed or straight margin; surface slightly viscid when wet, radially fibrillose, soon breaking up into clay buff, umber, dark gray-brown to dark red-brown, felty scales, margin always paler and woolly with remnants of veil. Stipe cylindrical or tapering downwards, with a large cottony-woolly ring, white, smooth or granulose above the ring, whitish and decorated with bands that share the same color with the pileus under the ring. Odor sweetish and perfumed-fruity; taste mild, aromatic to bitterish.

Basidiospores predominantly broadly ellipsoid. Pileipellis a cutis to a trichoderm. Clamp connections absent. Cheilocystidia absent or scattered. Pleurocystidia absent (Fig. 7).

This section harbors 14 species based on ITS phylogenetic analysis, of which ten are known species, namely T. anatolicum, T. bakamatsutake, T. caligatum, T. dulciolens, T. fulvocastaneum, T. ilkkae, T. magnivelare, T. matsutake, T. mesoamericanum and T. murrillianum (Fig. 1). Five sequences named ‘T. caligatum’ from Canada, Costa Rica, Mexico and USA split into three distinct clades, and one of the clades may represent T. glaucescens (Trudell & Parker 2021). A Chinese collection HKAS91028 labeled as Tricholoma sp. 21 is a new phylogenetic species of this section. Tricholoma colposii was described recently, however, its ITS sequences from holotype (OM732326) seems extremely close to T. mesoamericanum (KX037037, holotype). Further study is needed to clarify its taxonomic status.

Distribution — Species of sect. Matsutake are found in East Asia, Europe, North America and Central America. Tricholoma matsutake is a well-known species in this section with Holarctic distribution based on ITS phylogenetic analyses (AB699630 from Japan, HKAS 98323 from China, LT000178 from Sweden andAF309524 from USA), while other species, with the exception of T. anatolicum and T. dulciolens, seem to be restricted to a single continent (Fig. 1).

Notes — Bon (1990) proposed sect. Caligata Konrad & Maubl. ex Bon to accommodate species sharing similar morphological traits with T. matsutake, and assigned T. focale as the type. However, T. focale was shown to be nested in sect. Genuina as suggested by phylogenetic analyses (Hosen et al. 2016, Heilmann-Clausen et al. 2017, Reschke et al. 2018, Xu et al. 2020, Ding et al. 2022, this study). Therefore, sect. Matsutake was proposed to accommodate these species. Members of sect. Matsutake can be easily identified by their dry, squamose pilei, distinct woolly rings and the strongly odor. Tricholoma focale in sect. Genuina with an orange brown pileus and a prominent ring was once considered to have close relationships with members of this section. However, it lacks both the squamose scales and the strong and distinctive odor. Another species with a distinct ring is T. cingulatum in sect. Terrea, however this species can hardly be confused with members of sect. Matsutake because of its slender basidioma, felty grayish cap and farinaceous odor.

DISCUSSION

Comparisons of the single-locus, five-locus and fifty-locus phylogenies

Our three phylogenetic analyses (Fig. 13) show that the phylogenetic resolution increases with the number of gene fragments employed.

The ITS dataset is capable to delimit and recognize species in Tricholoma as demonstrated by previous studies (Christensen & Heilmann-Clausen 2009, Hosen et al. 2016, Heilmann-Clausen et al. 2017, Trudell et al. 2017, Yang et al. 2017, Ovrebo & Hughes 2018, Reschke et al. 2018, Ovrebo et al. 2019, Xu et al. 2020, Trudell & Parker 2021, Ushijimaa et al. 2021, Ayala-Vásquez et al. 2022, Cui et al. 2022, Ding et al. 2022), and it is even good at recognizing some monophyletic groups (Fig. 13). Therefore, ITS phylogenetic analyses can provide insights in species diversity and geographic distribution. For example, five species with Holarctic distribution were detected in Reschke et al. (2018), and seven more were revealed in this study (Fig. 1). In addition, the occurrence of 48 known species of Tricholoma in China were confirmed (Fig. 1).

As universal barcoding markers in Fungi, ITS sequences have been widely used in species recognition and delimitation, as well as in ecological studies. In fact, for most species in the genus Tricholoma, the only DNA sequences available are ITS sequences. Since type studies are of great significance in taxonomy, and because, in many cases, only ITS sequences can be generated from old type specimens, ITS sequences are valuable and irreplaceable (Horton & Bruns 2001, Nilsson et al. 2008, Schoch et al. 2012, Hibbett et al. 2016).

However, comprehensive phylogenetic results have suggested that the resolution of phylogenetic relationships based solely on ITS sequences is insufficient (Heilmann-Clausen et al. 2017, Reschke et al. 2018; Fig. 1). Although ITS sequences are important in species delimitation of Tricholoma, they are not adequate to fully resolve the infrageneric phylogenetic relationships.

It is noticeable that in the five-locus phylogeny, all previous recognized sections were strongly supported as monophyletic groups, indicating that this dataset is useful in the elucidation of section-level phylogenetic relationships among Tricholoma species (Fig. 2). And more information about the relationships among some of the sections are also provided by Fig. 2. Meanwhile, in cryptic species groups such as T. equestre, T. saponaceum and T. scalpturatum, multi-locus phylogenetic analyses may be necessary to clarify the species boundaries as previous studies suggested (Jargeat et al. 2010, Moukha et al. 2013, Heilmann-Clausen et al. 2017, Reschke et al. 2018).

However, when the fifty-locus data was employed, the close relationships among the sections were reinforced and a deeper insight into the phylogeny of Tricholoma with four strongly supported subgenera was gained (Fig. 3).

Systematic treatments of Tricholoma in the past

To provide a deep insight of the classification history of Tricholoma, our taxonomic treatment is listed with four other important classifications from morphological age and two comprehensive studies based on ITS phylogenetic analyses in Table 2.

Table 2.

Table 2

Comparison of six commonly used and our new systematic proposals of Tricholoma. Two subgenera and one section in Singer (1986), namely subgen. Tricholoma, subgen. Sericeicutis and sect. Tricholoma, should be divided into two or three different parts based on our analyses separately, and, therefore, these parts were labelled with Roman numerals.

Section Pardinicutis was given a consistent taxonomic status as an independent group in both previous studies and our treatment (Table 2), while for other sections, different delimitations were proposed in different studies. This is especially true for sect. Genuina, which has been divided into two or three sections by different authors (Table 2).

Subgenus Sericeicutis harboring sects. Sericella and Lasciva was once accepted as a section-level group based on morphological studies (Bon 1984, Singer 1986, Riva 1988, Noordeloos & Christensen 1999), and two subsections were recognized in it (Bon 1984, Riva 1988). Sericella and Lasciva were recognized as two separated sections when ITS phylogenetic evidence was provided (Heilmann-Clausen et al. 2017, Reschke et al. 2018). In our fifty-locus phylogenetic analysis, a close relationship between the two sections is clear, and subg. Sericeicutis is therefore accepted for the monophyletic group containing sects. Sericella and Lasciva.

Members of subg. Terrea were once treated as one section named Atrosquamosa or Terrea, this section also contained T. virgatum and its allies (Bon 1984, Riva 1988, Christensen & Noordeloos 1999, Noordeloos & Christensen 1999). However, T. virgatum and its allies were relocated to sect. Tricholoma and two sections, namely Atrosquamosa and Terrea, were accepted to accommodate species in this group based on ITS inference (Heilmann-Clausen et al. 2017, Reschke et al. 2018). These dispositions were supported in both five-locus and fifty-locus phylogenetic analyses (Fig. 2, 3). Considering the monophyly as inferred by the fifty-locus phylogenetic analysis, the subg. Terrea is proposed here to accommodate the two sections (sect. Atrosquamosa and sect. Terrea) and the additional two unnamed phylogenetic clades (clade A and clade B).

Section Rigida was once assigned to subg. Contextocutis typified by T. saponaceum (Singer 1943, 1986, Noordeloos & Christensen 1999), while in both five- and fifty-locus phylogenetic analyses (Fig. 2, 3), it clustered within subg. Tricholoma and had a close relationship with sect. Tricholoma with strong support (BS/BPP = 100/1.00). Therefore, the subg. Contextocutis is redundant.

Section Genuina was redefined in this study since it has been treated very differently throughout the taxonomic history (Table 2). Members of this section were once accepted as two sections, namely sect. Imbricata and sect. Albobrunnea (Bon 1984, Riva 1988). Genus Megatricholoma was proposed to accommodate T. colossus (Kost 1984), but was then treated as sect. Megatricholoma in Tricholoma (Noordeloos & Christensen 1999). ITS phylogenetic analyses in Heilmann-Clausen et al. (2017) supported the inclusion of T. acerbum and T. roseoacerbum in sect. Megatricholoma, while Reschke et al. (2018) recognized these species as an ‘acerbum clade’ apart from the last section. In our multi-locus phylogenetic analyses (Fig. 2, 3), both T. orienticolossus, a species close to T. colossus, and the ‘acerbum clade’ were confirmed to cluster with T. vaccinum and T. aurantium and their allies with strong support (BS/BPP = 100/1.00). Therefore, we prefer to accept sect. Genuina as a monophyletic group including T. vaccinum, T. aurantium, T. colossus and T. acerbum and their allies, since all these species share rusty, or rarely blackish, spots on the surfaces of the lamellae when bruised or old. In addition, the sect. Genuina defined here can also be recognized by ITS dataset with good support (BS/BPP = 96/1.00) as Fig. 1 suggested.

On the contrary, species in sect. Matsutake were once considered as members of sect. Genuina (Bon 1984, Singer 1986, Riva 1988) or a section named Caligata (Noordeloos & Christensen 1999, Heilmann-Clausen et al. 2017, Reschke et al. 2018). However, the type species of sect. Caligata was T. focale (Bon 1990), which was relocated to sect. Genuina (Heilmann-Clausen et al. 2017, Reschke et al. 2018). Although the name Caligata is used in Heilmann-Clausen et al. (2017) and Reschke et al. (2018), it is a synonym of Genuina. Therefore, we proposed sect. Matsutake to accommodate T. matsutake and its allies (Table 2). Based on both multi-locus phylogenetic analyses (Fig. 2, 3), sect. Matsutake has close relationships with sects. Muscaria and Fucata, rather than sect. Genuina. Although sect. Matsutake is a well-studied group within Tricholoma, three new phylogenetic species are presented in Fig. 1, indicating the diversity of Tricholoma is still largely underestimated in some regions of the world.

The congruence of phylogeny with morphology in Tricholoma sections

Based on our fifty-locus phylogeny, eleven sections are accepted in this work, and they all have good congruence with the morphological characters. As the basal clade of Tricholoma, the members of subg. and sect. Pardinicutis can be easily distinguished by their relatively robust basidiomata, usually coarsely squamose pilei, common presence of clamp connections and relatively large basidiospores. Therefore, its delimitation has been relatively stable throughout its taxonomic history. Most works only list one or two species in this group (Singer 1986, Noordeloos & Christensen 1999, Heilmann-Clausen et al. 2017, Reschke et al. 2018), while four recently described species expand the species diversity of this group (Yang et al. 2017, Ovrebo & Hughes 2018, Trudell & Parker 2021).

Tricholoma subg. Sericeicutis is composed of sects. Sericella and Lasciva. Species in this subgenus share the sericeous pileus surface, striking odor and presence of clamp connections. Species in sect. Sericella are characterized by the white to yellow colors, a strong gas-like odor and large basidiospores, while members of sect. Lasciva have a whitish to yellowish gray pileus surface, a strong, complex odor and small basidiospores.

Species with a dry, gray and radially fibrillose, squamulose to felty pileus form the monophyletic subgenus Terrea. This subgenus contains two previously recognized sections, namely Terrea and Atrosquamosa and two new yet unnamed clades labeled A and B. Species in sect. Terrea are characterized by small to medium-sized basidiomata and predominantly ellipsoid to oblong basidiospores. Members in T. terreum subgroup do not stain yellowish and always have faint smell and taste, while species in T. scalpturatum subgroup are characterized by yellowish staining when old, and strongly farinaceous smell and taste. Species in sect. Atrosquamosa are characterized by medium-sized to rather large basidiomata becoming red when old, sometimes staining green in the stipe base, diverse odors, often reminiscent of honey, ground pepper or cedar wood, farinaceous to slightly bitter taste, and predominantly broadly ellipsoid to ellipsoid basidiospores. Given that only limited collections have been studied, clades A and B were treated as phylogenetic clades and their taxonomic status remains unformalized.

The remaining six sections all belong to subg. Tricholoma in our treatment. The major clade containing T. vaccinum was recognized as sect. Genuina. This section is characterized by cinnamon, buff, orange to red-brown pilei, and rusty or rarely blackish spots on the lamellae. Based on multi-locus phylogenetic analyses, clade C occupied a basal position in sect. Genuina (Fig. 2, 3). As Fig. 1 suggested, a clade labelled as T. grave from Canada was clustered in clade C with Tricholoma sp. 24 from China. Since only limited collections of Tricholoma sp. 24 have been observed, the taxonomic treatment of this clade will require further study.

Our phylogenetic results indicated that sects. Matsutake, Muscaria and Fucata have close relationships within subg. Tricholoma (Fig. 2, 3). The members of sect. Matsutake are characterized by pale brown to dark red-brown squamose pilei, annulate and robust stipes, large basidiospores with a low Qvalue, and often strong and distinctive smells. Species within sect. Muscaria are characterized by an umbonate to conical pileus with a dry, fibrillose to fine scaly surface, a not gelatinized pileipellis and a distinct parenchymatoid subpellis. Chemically, the type species of sect. Muscaria contains ‘tricholomic acid’, an unusual amino acid with flycidal properties that are toxic to flies (Takemoto 1967, Hanessian & Vanasse 1987), although the presence of such secondary metabolites in other species in the section is unknown. Four species were accepted in this section, namely T. aurantiipes, T. davisiae, T. muscarioides and T. muscarium (Reschke et al. 2018). A clade labeled ‘T. luteomaculosum type I’ seems to belong to this section as suggested by Fig. 1. Besides, a clade formed by T. arvernense, ‘T. luteomaculosum type II’ and T. quercetorum have close relationship with this section (Fig. 1), indicating that the delimitation of this section may be extended in the future with further study. The new sect. Fucata is characterized by an umbonate pileus with a viscid, glabrous or radially fibrillose surface, a strong farinaceous odor and taste, a distinct parenchymatoid subpellis, a gelatinized pileipellis and the presence of distinct cheilocystidia.

In both Fig. 2 and 3, sects. Tricholoma and Rigida are sister groups with strong support (BS/BPP = 100/1.00), in spite of their distinctive morphological differences. Section Rigida is an easily recognized monophyletic group in both phylogenetic analyses and morphological traits. Members of this section are characterized by smooth and dry pilei and reddening flesh following injury, as well as the presence of abundant clamp connections. In contrast, its sister group, sect. Tricholoma, is characterized by a viscid or innately squamulose to silky fibrillose pileus, an unchanging flesh following injury, and the absence or presence of clamp connections.

CONCLUDING REMARKS

In conclusion, ITS sequences can be used to delimit species in the genus Tricholoma in most cases and even to recognize several monophyletic groups in some cases, and the five-locus dataset was able to resolve a section-level phylogeny, while the fifty-locus data further supported the observed relationships among sections and the delimitation of subgenera in the genus Tricholoma. Based on the current study we have divided genus Tricholoma into four subgenera and eleven sections, plus three unnamed section-level clades, which are usually consistent with morphological traits. One new subgenus and two new sections for Tricholoma are established here. Subgenus Contextocutis should be treated as a synonym of subg. Tricholoma.

However, the relationships among subgenera Tricholoma, Terrea and Sericeicutis were only resolved partially, even using the fifty-locus dataset, indicating that more loci sites are needed to completely clarify the phylogenetic relationships within this genus. In addition, more collections of different species from different parts of the world, especially a thorough sampling of the North American species, will contribute a more comprehensive understanding of phylogeny and diversity of Tricholoma. Several species did not fall into any of the available sections as Fig. 1 and previous studies suggested (Heilmann-Clausen et al. 2017, Reschke et al. 2018). These species, T. apium, T. arvernense, T. fumosoluteum, T. luteomaculosum type II, T. melleum and T. quercetorum, may need to be studied in the future by multi-locus phylogenetic analyses based on high quality materials.

Acknowledgments

The authors thank Prof. Bau Tolgor (HMJAU) and Mr. Ai-Guo Xu (Tibet Plateau Institute of Biology) for providing specimens on loan. Drs. Bang Feng, Gang Wu, Jiao Qin, Jing Li, Kuan Zhao, Li-Ping Tang, Qi Zhao, Qing Cai, Ting Guo, Xi-Hui Du, Xiao-Bin Liu, Yan-Chun Li, Yan-Jia Haoand Zai-Wei Ge, Mr. Geng-Shen Wang, Mr. Jian-Wei Liu, Mr. Si-Peng Jian, Ms. Xing He (Kunming Institute of Botany of CAS), Dr. Xue-Tai Zhu (Northwest Normal University) are acknowledged for providing valuable collections. This study was supported by the Strategic Priority Research Program of Chinese Academy of Sciences (No. XDB31000000), the National Natural Science Foundation of China (No. 31770032), the Yunnan Ten-Thousand-Talents Plan – Yunling Scholar Project, the CAS Special Research Assistant Project and the Postdoctoral Directional Training Foundation of Yunnan Province.

Appendix 1. Taxon information and GenBank accession numbers for the sequences retrieved from GenBank.

Taxon Voucher Locality ITS accession Note Reference
T. borgsjoeense MQ20-HRL2462-QFB32646 Canada MW627912 GenBank
MQ20-YL-CMMF002309 Canada MW627992 GenBank
T. caligatum Mexico AF309518 Chapela & Garbelotto 2004
Mexico AF309519 Chapela & Garbelotto 2004
Costa Rica AF309520 Chapela & Garbelotto 2004
USA AF309522 Chapela & Garbelotto 2004
MQ20-HRL0931-QFB32615 Canada MW627963 GenBank
T. equestre EqFrPa France HM590873 Moukha et al. 2013
EqFrW France HM590874 Moukha et al. 2013
MC95-187 Denmark LT000019 Heilmann-Clausen et al. 2017
MB-301506 China MF034239 Reschke et al. 2018
MB-305676 China MF034261 Reschke et al. 2018
T. flavovirens 613 Japan AB036895 GenBank
HDT54614 USA AF349689 Bidartondo & Bruns 2001
trh545 USA AF458449 Horton 2002
trh546 USA AF458452 Horton 2002
trh652 USA AF458456 Horton 2002
T. frondosae MC98-086 France LT000075 Heilmann-Clausen et al. 2017
T. joachimii JoFr France HM590876 Moukha et al. 2013
O-F167194 Norway LT222022 Heilmann-Clausen et al. 2017
T. magnivelare USA AF309524 Chapela & Garbelotto 2004
T. populinum MB-301648 China MF034242 Reschke et al. 2018
T. saponaceum TB-2010-MEX 15 Mexico KC152253 GenBank
DBG:18233 USA MF034195 Reschke et al. 2018
T. terreum MICH53128 USA JN389295 GenBank
T. ulvinenii IK931613 Finland LT000067 Heilmann-Clausen et al. 2017
JuV13229F Finland LT000068 Heilmann-Clausen et al. 2017
JuV26740F Finland LT000069 Heilmann-Clausen et al. 2017
T. vernaticum KMS246 USA AF377203 Bidartondo & Bruns 2002
T. virgatum MC05-201 Nepal LT000115 Heilmann-Clausen et al. 2017
T. acerbum MC00-204 Slovenia LT000134 Heilmann-Clausen et al. 2017
MB-002943 Germany MF034293 Reschke et al. 2018
T. acris MQ20-HRL1586-QFB32631 Canada MW627955 GenBank
MQ20-YL-CMMF003100 Canada MW628093 GenBank
T. aestuans MC97-072 Sweden LT000153 Neotype Heilmann-Clausen et al. 2017
MQ20-HL0600-QFB31075 Canada MW627981 GenBank
T. aff. albobrunneum MQ20-HL1671-QFB32594 Canada MW628036 GenBank
T. aff. sulphurescens MQ20-YL4160 Canada MW628082 GenBank
T. albobrunneum MC99-060 France LT000077 Heilmann-Clausen et al. 2017
T. album MC95-159 Denmark LT000008 Heilmann-Clausen et al. 2017
T. ammophilum WTU-F-073083 USA MW597140 Holotype Trudell & Parker 2021
WTU-F-073015 USA MW597199 Trudell & Parker 2021
T. anatolicum S-3-2 Turkey AB699644 Ota et al. 2012
TM-5 Morocco AB699646 Ota et al. 2012
T. apium JHC95049 Sweden LT000154 Heilmann-Clausen et al. 2017
MQ20-HRL1368-QFB32626 Canada MW627893 GenBank
T. argenteum DBG:23372 USA MF034271 Reschke et al. 2018
T. argyraceum MEN9491 Netherlands LT000198 Epitype Heilmann-Clausen et al. 2017
MQ19-CMMF002085 Canada MW628094 GenBank
T. arvernense MC98020 Norway LT000119 Heilmann-Clausen et al. 2017
DBG:18239 USA MF034264 Reschke et al. 2018
T. atratum NYBG-REH8158 Costa Rica MH704865 Ovrebo et al. 2019
NYBG-REH8263 Costa Rica MH704866 Holotype Ovrebo et al. 2019
T. atrodiscum 4660-HRL 1225 Canada KJ705254 GenBank
MQ20-HRL3072-QFB32652 Canada MW628058 GenBank
T. atrofibrillosum WTU-F-065669 USA MW597242 Trudell & Parker 2021
WTU-F-073048 USA MW597267 Holotype Trudell & Parker 2021
T. atrosquamosum O-F64018 Norway LT000120 Heilmann-Clausen et al. 2017
DBG:24009 USA MF034275 Reschke et al. 2018
T. atroviolaceum C44 EC253 USA AY750166 Cline et al. 2005
T. aurantiipes MB-003000 China MF034227 Reschke et al. 2018
T. aurantium HDT54945 USA AF377233 Bidartondo & Bruns 2002
MC97-227 Denmark LT000012 Heilmann-Clausen et al. 2017
T. auratum Tk3 Japan AB289659 Kikuchi et al. 2007
Tk6 clone1 Japan AB289660 Kikuchi et al. 2007
T. badicephalum UBC-F-16235r Canada MW597207 Trudell & Parker 2021
WTU-F-073095 USA MW597309 Epitype Trudell & Parker 2021
T. bakamatsutake TNS:F-12866 Japan AB699654 Ota et al. 2012
T. basirubens MC01-209 Croatia LT000001 Heilmann-Clausen et al. 2017
TL5303 Sweden LT000158 Heilmann-Clausen et al. 2017
T. batschii KMS436 USA AF377238 Bidartondo & Bruns 2002
MB-003027 Germany MF034298 Reschke et al. 2018
T. bonii LUG-F8450 Italy LT000101 Holotype Heilmann-Clausen et al. 2017
T. boreosulphurescens SAE9507 Sweden LT000159 Heilmann-Clausen et al. 2017
IK971187 Finland LT000199 Heilmann-Clausen et al. 2017
T. borgsjoeense JHC95067 Sweden LT000160 Heilmann-Clausen et al. 2017
JV95307 Sweden LT000161 Heilmann-Clausen et al. 2017
T. boudieri MC01-600 Slovenia LT000136 Epitype Heilmann-Clausen et al. 2017
MB-002507 Austria MF034286 Reschke et al. 2018
MQ20-pat0115 Canada MW628110 GenBank
T. bresadolanum MC96-264 Italy LT000103 Heilmann-Clausen et al. 2017
CL94-166 Sweden LT000162 Heilmann-Clausen et al. 2017
T. bryogenum MC97-101 Sweden AY462034 Comandini et al. 2004
O-F52108 Norway LT222026 Heilmann-Clausen et al. 2017
T. caligatum TFM-M-L915a Italy AB699665 Ota et al. 2012
SCM:B-4194 Spain AB699666 Ota et al. 2012
PH99519 France LT000079 Heilmann-Clausen et al. 2017
T. cingulatum 4509 Canada KJ705244 GenBank
MC96-134 Denmark LT000015 Neotype Heilmann-Clausen et al. 2017
T. citrinum MB-305716 China MF034262 Reschke et al. 2018
KUN-HKAS 71086 China MW724356 Holotype Cui et al. 2022
T. colossus MC97-047 Sweden LT000164 Heilmann-Clausen et al. 2017
MB-002363 Germany MF034285 Reschke et al. 2018
T. colposii MEXU 30413 Mexico OM732326 Holotype Ayala-Vásquez et al. 2022
T. columbetta MC95-181 Denmark LT000017 Neotype Heilmann-Clausen et al. 2017
MQ20-HRL3139-QFB32663 Canada MW628118 GenBank
T. costaricense NYBG-REH7997 Costa Rica MH704863 Holotype Ovrebo et al. 2019
NYBG-REH8418 Costa Rica MH704867 Ovrebo et al. 2019
T. davisiae 2346-QFB-25632 Canada KJ705248 GenBank
4689-HRL 1256 Canada KJ705249 GenBank
T. dulciolens H:7002022 Sweden AB738883 Holotype Murata et al. 2013
USA AF309523 Chapela & Garbelotto 2004
T. elegans OTA:61947 New Zealand JX178630 Teasdale et al. 2013
TENN:063711 New Zealand KJ417316 Sánchez-García et al. 2014
T. equestre MC94-027 Denmark LT000018 Heilmann-Clausen et al. 2017
MC96-155 Denmark LT000020 Heilmann-Clausen et al. 2017
T. cf. equestre MQ20-pat07101201 Canada MW627996 GenBank
T. felschii AGF21 Costa Rica MH704855 Holotype Ovrebo et al. 2019
CSU-CLO4562 USA MH704857 Ovrebo et al. 2019
CSU-CLO5177 USA MH704862 Ovrebo et al. 2019
T. filamentosum C-F-35924 Sweden LT000165 Heilmann-Clausen et al. 2017
T. focale USA AF309534 Chapela & Garbelotto 2004
JV97-239 Sweden LT000166 Neotype Heilmann-Clausen et al. 2017
T. forteflavescens HKAS93511 China MF034207 Holotype Reschke et al. 2018
MB-301985 China MF034246 Reschke et al. 2018
T. frondosae type I MC95-130 Sweden LT000167 Heilmann-Clausen et al. 2017
T. frondosae type II MC96-235 Denmark LT000023 Heilmann-Clausen et al. 2017
MC00-225 Slovenia LT000140 Heilmann-Clausen et al. 2017
T. fucatum MC97-149 Sweden LT000170 Neotype Heilmann-Clausen et al. 2017
MB-102537 Austria MF034233 Reschke et al. 2018
T. fulvocastaneum NTfu-3 Japan AB699664 Ota et al. 2012
KUN-HKAS107572 China MW724472 Holotype Ding et al. 2022
KUN-HKAS107576 China MW724473 Ding et al. 2022
T. fulvum JHC04-251 Sweden LT000171 Heilmann-Clausen et al. 2017
MQ20-YL-CMMF001495 Canada MW627880 GenBank
T. fumosoluteum MQ20-YL-CMMF003829 Canada MW627900 GenBank
MQ20-JLAB2136-CMMF010550 Canada MW628042 GenBank
T. grave MQ20-YL4413 USA MW627988 GenBank
MQ20-GUE1476-CMMF014763 Canada MW628135 GenBank
T. guldeniae MC95103 Norway FJ544860 Holotype Christensen & Heilmann-Clausen 2009
MB-002988 Austria MF034223 Reschke et al. 2018
T. hemisulphureum JV08-364 Estonia LT000065 Heilmann-Clausen et al. 2017
FLAS-F-60160 USA MF153041 GenBank
T. highlandense HKAS76215 China KY488548 Yang et al. 2017
HKAS70192 China KY488549 Holotype Yang et al. 2017
T. ilkkae S-F173364 Sweden LT222028 Heilmann-Clausen et al. 2017
S-F513823 Sweden LT222029 Holotype Heilmann-Clausen et al. 2017
T. imbricatum MC94-046 Denmark LT000024 Neotype Heilmann-Clausen et al. 2017
DBG:18375 USA MF034266 Reschke et al. 2018
MB-102330 Austria MF034301 Reschke et al. 2018
MQ20-YL-CMMF002729 Canada MW627909 GenBank
T. inamoenum KMS249 USA AF377246 Bidartondo & Bruns 2002
JHC95-042 Sweden LT000173 Neotype Heilmann-Clausen et al. 2017
MQ20-HRL3111-QFB32656 Canada MW627993 GenBank
T. inocybeoides MC03-229 Denmark LT000025 Heilmann-Clausen et al. 2017
MC97-060 Sweden LT000176 Heilmann-Clausen et al. 2017
T. joachimii TRgmb00060 Italy LT000106 Heilmann-Clausen et al. 2017
MC98-603 Sweden LT000177 Heilmann-Clausen et al. 2017
T. josserandii MC99-053 France LT000081 Heilmann-Clausen et al. 2017
MC99-056 France LT000082 Heilmann-Clausen et al. 2017
T. lascivum MC00-519 Denmark LT000028 Heilmann-Clausen et al. 2017
MB-303096 Ukraine MF034316 Reschke et al. 2018
T. luridum MB-002901 Austria MF034217 Reschke et al. 2018
T. luteomaculosum type I CSU-CLO4623b USA MH704858 Ovrebo et al. 2019
CSU-CLO4632 USA MH704859 Ovrebo et al. 2019
T. luteomaculosum type II trh1187 USA AF458448 Horton 2002
UBC F19693 Canada HM240543 GenBank
T. lutescens WTU-F-073078 USA MW597296 Holotype Trudell & Parker 2021
T. magnivelare USA AF309539 Chapela & Garbelotto 2004
NYSf2421 USA LT220177 Holotype Trudell et al. 2017
T. marquettense MQ20-HRL1627-QFB32633 Canada MW627934 GenBank
MQ20-HRL1003-QFB32618 Canada MW628117 GenBank
T. mastoideum KUN-HKAS 97096 China MW724357 Holotype Cui et al. 2022
T. matsutake TNS:F-12850 Japan AB699630 Ota et al. 2012
MC03-600 Sweden LT000178 Heilmann-Clausen et al. 2017
T. megalophaeum WTU-F-073091 USA MW597305 Holotype Trudell & Parker 2021
WTU-F-073204 USA MW597317 Trudell & Parker 2021
T. melleum HKAS93514 China MF034210 Holotype Reschke et al. 2018
T. mesoamericanum MX1 Mexico AB699647 Ota et al. 2012
FCME21585 Mexico KX037037 Holotype Trudell et al. 2017
T. murrillianum SAT-16-319-01 USA KY660032 Trudell et al. 2017
NY586560 USA LT220179 Holotype Trudell et al. 2017
T. muscarioides HKAS:93512 China MF034208 Holotype Reschke et al. 2018
T. muscarium TNS-F-39016 Japan MF034263 Reschke et al. 2018
T. mutabile trh916 USA AF458444 Horton 2002
trh1184 USA AF458445 Horton 2002
T. olivaceoluteolum HKAS:93510 China MF034206 Holotype Reschke et al. 2018
T. olivaceonigrum TMI 26360 Japan LC260648 Holotype Ushijimaa et al. 2021
TMI 26359 Japan LC335842 Ushijimaa et al. 2021
T. olivaceotinctum MC97103 Sweden FJ544861 Holotype Christensen & Heilmann-Clausen 2009
T. olivaceum HKAS93513 China MF034209 Holotype Reschke et al. 2018
MQ20-YL-CMMF003782 Canada MW628013 GenBank
T. orienticolossus HAKS99341 China MT124443 Holotype Xu et al. 2020
HAKS98045 China MT124444 Xu et al. 2020
T. orientifulvum HAKS107157 China MT114682 Holotype Xu et al. 2020
HAKS107156 China MT124445 Xu et al. 2020
T. orirubens JHC93-261 Denmark LT000030 Heilmann-Clausen et al. 2017
JHC01-200 Slovenia LT000141 Heilmann-Clausen et al. 2017
T. palustre AFTOL-ID 497 USA DQ494699 Matheny et al. 2006
MQ20-HRL2173-QFB32641 Canada MW628111 GenBank
T. pardinum C-F-96190 Slovenia LT000142 Heilmann-Clausen et al. 2017
T. pessundatum JV04-482 Denmark LT000032 Epitype Heilmann-Clausen et al. 2017
MQ20-JLAB931-CMMF009347 Canada MW628012 GenBank
T. platyphyllum WTU-F-073003 USA MW597187 Epitype Trudell & Parker 2021
T. populinum O-F63960 Norway JN019594 Grubisha et al. 2012
MC00-236 Slovenia LT000143 Heilmann-Clausen et al. 2017
T. portentosum MC96-156 Denmark LT000035 Neotype Heilmann-Clausen et al. 2017
DBG:18411 USA MF034268 Reschke et al. 2018
T. psammopus MC96-345 Italy LT000108 Heilmann-Clausen et al. 2017
MC04-600 Slovenia LT000145 Heilmann-Clausen et al. 2017
T. pullum MQ20-HRL2215-QFB32644 Canada MW627946 GenBank
MQ20-HRL3138-QFB32662 Canada MW627967 GenBank
T. qiaomianjun KUN-HKAS 101303 China OK036719 Holotype Cui et al. 2022
T. quercetorum 4447 Canada KJ705246 GenBank
4494 Canada KJ705247 GenBank
T. rapipes MC03228 Denmark LT000037 Heilmann-Clausen et al. 2017
MC98-106 France LT000085 Epitype Heilmann-Clausen et al. 2017
T. roseoacerbum IK881120 Finland LT000072 Heilmann-Clausen et al. 2017
MQ20-HRL1010a-QFB32619 Canada MW628060 GenBank
T. rufenum MC96-376 Italy LT000109 Heilmann-Clausen et al. 2017
T. rufobrunneum KUN-HKAS49069 China OL331894 Holotype Ding et al. 2022
KUN-HKAS90808 China OL331895 Ding et al. 2022
T. saponaceum C-F23337 Denmark LT000038 Heilmann-Clausen et al. 2017
JHC00-049 Norway LT000123 Heilmann-Clausen et al. 2017
MB-002941 Germany MF034221 Reschke et al. 2018
T. scalpturatum MC95-165 Sweden LT000187 Neotype Heilmann-Clausen et al. 2017
T. sciodes MC94-007 Denmark LT000044 Heilmann-Clausen et al. 2017
MB-002928 Germany MF034290 Reschke et al. 2018
T. sejunctum MC95-187 Denmark LT000046 Heilmann-Clausen et al. 2017
MC96-314 Italy LT000110 Heilmann-Clausen et al. 2017
T. serratifolium MQ20-HRL1047-QFB32621 Canada MW628123 GenBank
MQ20-HRL2214-QFB32643 Canada MW628126 GenBank
T. sinoacerbum GDGM:44680 China KT160219 Holotype Hosen et al. 2016
T. sinopardinum HKAS57199 China KY488550 Yang et al. 2017
HKAS82533 China KY488552 Holotype Yang et al. 2017
T. sinoportentosum HKAS:46084 China MF034326 Holotype Reschke et al. 2018
T. smithii DBG:CLO4513 USA MG719957 Holotype Ovrebo & Hughes 2018
T. squarrulosum JHC93-224 Denmark LT000047 Heilmann-Clausen et al. 2017
JHC93-262 Denmark LT000048 Heilmann-Clausen et al. 2017
T. stans MC95-145 Sweden LT000189 Epitype Heilmann-Clausen et al. 2017
T. stiparophyllum MC95-117 Sweden LT000190 Heilmann-Clausen et al. 2017
MQ20-GUE1522-CMMF014811 Canada MW628089 GenBank
T. subluteum 2139-QFB-25830 Canada KJ705255 GenBank
1065 Canada KJ705257 GenBank
T. subsejunctum MQ20-GUE2528-CMMF014821 Canada MW627890 GenBank
MQ20-HL1204-QFB32576 Canada MW627925 GenBank
T. sudum JV96-306 Denmark LT000050 Heilmann-Clausen et al. 2017
MC98-601 Denmark LT000051 Neotype Heilmann-Clausen et al. 2017
T. sulphurescens type I MC99-063 France LT000089 Heilmann-Clausen et al. 2017
MB-102501 Germany MF034302 Reschke et al. 2018
T. sulphurescens type II TRgmb00062 Italy LT000113 Heilmann-Clausen et al. 2017
T. sulphureum type I HDT32084 USA AF377244 Bidartondo & Bruns 2002
C19 AQUI Italy AY462030 Comandini et al. 2004
JHC08-049 Sweden LT000191 Heilmann-Clausen et al. 2017
T. sulphureum type II P62 AQUI Italy AY462029 Comandini et al. 2004
DED4539 USA AY462039 Comandini et al. 2004
JHC07-236 Denmark LT000053 Heilmann-Clausen et al. 2017
MC01-204 Slovenia LT000148 Heilmann-Clausen et al. 2017
T. sulphureum type III HO70098 Norway AF377245 Bidartondo & Bruns 2002
TF06045 France LT000091 Heilmann-Clausen et al. 2017
T. terreum MEN95192 Germany LT000098 Epitype Heilmann-Clausen et al. 2017
MQ20-MCNC3447-CMMF007442 Canada MW628132 GenBank
T. triste E3754 Germany LT000099 Neotype Heilmann-Clausen et al. 2017
DBG:22631 USA MF034270 Reschke et al. 2018
T. umbonatum type I MC00A01 Denmark LT000063 Heilmann-Clausen et al. 2017
T. umbonatum type II TRgmb00651 Italy LT000114 Heilmann-Clausen et al. 2017
T. ustale JHC92-299 Denmark LT000064 Heilmann-Clausen et al. 2017
MB-002924 Germany MF034288 Reschke et al. 2018
T. ustaloides MC99-067 France LT000094 Heilmann-Clausen et al. 2017
MB-002929 Germany MF034291 Reschke et al. 2018
T. vaccinum MC95-109 Sweden LT000195 Heilmann-Clausen et al. 2017
DBG:23466 USA MF034272 Reschke et al. 2018
T. venenatoides WTU-F-073089 USA MW597303 Holotype Trudell & Parker 2021
T. virgatum MC97-164 Sweden LT000197 Neotype Heilmann-Clausen et al. 2017
T. viridilutescens type I MC98-061 France LT000095 Heilmann-Clausen et al. 2017
MC98-080 France LT000096 Heilmann-Clausen et al. 2017
T. viridilutescens type II NA12 Japan AB036899 GenBank
MB-002842 Austria MF034214 Reschke et al. 2018

Appendix 2. The primer pairs used in this study.

Locus Primer name Nucleotide sequence (5′–3′) Reference
ITS ITS1-F CTTGGTCATTTAGAGGAAGTAA Gardes & Bruns 1993
ITS4 TCCTCCGCTTATTGATATGC White et al. 1990
EF1-α EF1-983F GCYCCYGGHCAYCGTGAYTTYAT Rehner & Buckley 2005
EF1-1567R ACHGTRCCRATACCACCRATCTT Rehner & Buckley 2005
tef1F TACAARTGYGGTGGTATYGACA Morehouse et al. 2003
tef1R ACNGACTTGACYTCAGTRGT Morehouse et al. 2003
RPB2 bRPB2-6F TGGGGYATGGTNTGYCCYGC Matheny 2005
bRPB2-7.1R CCCATRGCYTGYTTMCCCATDGC Matheny 2005
RPB2-T1F TGGCTTGCATATCTGTCGGTTCT This study
RPB2-T1R ATATTGGCCATCGTGTCC This study
MCM7 bMCM7-709F ACNCGNGTRTCVGARGTMAARCC Schmitt et al. 2009
bMCM7-1348R GAYTTSGCNACMCCNGGRTCRCCCAT Schmitt et al. 2009
MCM7-T1F TGTTCGTGGCATTGTTACTCGTGT This study
MCM7-T1R CCATCGCCGGTGACTTTC This study
mtSSU MS1 CAGCAGTCAAGAATATTAGTCAATG White et al. 1990
MS2 GCGGATTATCGAATTAAATAAC White et al. 1990
ADE12 ADE12 Forward AGCATCGGNACMACVAAGAA Sato et al. 2017
ADE12 Reverse CCRAARTCRATRTCVAGCAT Sato et al. 2017
ARC40 ARC40 Forward TGATCACNTCNATYGAYTGGGC Sato et al. 2017
ARC40 Reverse GTCGAYCKGATNGGYTTCTT Sato et al. 2017
ATP2 ATP2 Forward GTYCGYACYATTGCYATGGA Sato et al. 2017
ATP2 Reverse ACGTTGTTGATGAGYTCCTGRAT Sato et al. 2017
ATP3 ATP3 Forward AACATYGAGAAAATYACVAAG Sato et al. 2017
ATP3 Reverse ATACCRCCGCAVAGRCCYTTGTC Sato et al. 2017
BRX1 BRX1 Forward TGGGCTGCRAARACRCCNAAYGG Sato et al. 2017
BRX1 Reverse TGGAARTTNCGGAACCADATYTT Sato et al. 2017
CAF40 CAF40 Forward GCCATYTTCATYGTNCARAARAT Sato et al. 2017
CAF40 Reverse CGYTTBGTGACCATRTCNCCCT Sato et al. 2017
CBF5 CBF5 Forward CTCCTCAAAAAYTAYGAYAA Sato et al. 2017
CBF5 Reverse ACCWGCACCCTGYTGNGAYTT Sato et al. 2017
CCT3 CCT3 Forward AARGCCATGCTSAARATGAT Sato et al. 2017
CCT3 Reverse GARATGATSACGACNGGRTGRAT Sato et al. 2017
CCT4 CCT4 Forward ATGGARGCNTAYTGYTTCCARGC Sato et al. 2017
CCT4 Reverse GCTTGYACRTARTCRTCRATYTT Sato et al. 2017
CCT5 CCT5 Forward GARAAGTTYGMGGAYATGATCAA Sato et al. 2017
CCT5 Reverse TCYTCRATDACVAGCATCTTRTC Sato et al. 2017
CCT7 CCT7 Forward ATYCAYTCCGARAARCCHTTYTT Sato et al. 2017
CCT7 Reverse CGRTAGATGATYTCCCAYTC Sato et al. 2017
CDC47 CDC47 Forward TGCCTNATGGGTGAYCCHGGTGT Sato et al. 2017
CDC47 Reverse ATYGAGATYGTYTGYTGYTCCAT Sato et al. 2017
CRM1 CRM1 Forward ATGGTCAARCCNGARGAGGT Sato et al. 2017
CRM1 Reverse CGCTTYTCVGTYTCYTCRTCT Sato et al. 2017
DED81 DED81 Forward GGCAGATGACNGAYATCATYGG Sato et al. 2017
DED81 Reverse CGCTGRTCRGTRWACCARTARTA Sato et al. 2017
FRS2 FRS2 Forward TTCMGMAAYGAGACNATGGAYGC Sato et al. 2017
FRS2 Reverse TCMARCATYTCDGGNCGGAACAT Sato et al. 2017
GDI1 GDI1 Forward AAGAAGGTSCTYCACATGGA Sato et al. 2017
GDI1 Reverse GCYTCCATYTCBGTRCTBGG Sato et al. 2017
GSH1 GSH1 Forward AAYCCWCATGCNCGHTTYCCGT Sato et al. 2017
GSH1 Reverse CARCADCCCATBCCRAARCCCAT Sato et al. 2017
GUS1 GUS1 Forward ATGGAYTGGGGYAAYGCNATYGT Sato et al. 2017
GUS1 Reverse ARTATCCYTTCCTCTCRAAYTG Sato et al. 2017
HEM15 HEM15 Forward CAGTAYCCBCARTAYAGYTGYAG Sato et al. 2017
HEM15 Reverse TCYCCRCGGTTBACVACYGACAT Sato et al. 2017
HOM3 HOM3 Forward GAGGTGCAYGTBAGYATGGC Sato et al. 2017
HOM3 Reverse ATRACRCANGADATRTTGATCTC Sato et al. 2017
HSH49 HSH49 Forward AGGCDTCKTCKGAYAARAARCA Sato et al. 2017
HSH49 Reverse TCDCCYTTGCCRTCYTTYTTRAA Sato et al. 2017
ILS1 ILS1 Forward GAYGGMAAGAARATGAGCAARAG Sato et al. 2017
ILS1 Reverse AGRATCCAKCGRTCCATVACRTT Sato et al. 2017
ILV2 ILV2 Forward GGNCARCAYCAGATGTGGGC Sato et al. 2017
ILV2 Reverse ACCATNCCYTGGAABTCGTTGTT Sato et al. 2017
KOG1 KOG1 Forward TGTGYATYGCGCARATVTGGG Sato et al. 2017
KOG1 Reverse TCYTCCCARTAGAKCCANGCRCA Sato et al. 2017
MCM2 MCM2 Forward AARCGCATCRTCAARTCYATHGC Sato et al. 2017
MCM2 Reverse TCGTTCATYTTGTCRAAYTCRTC Sato et al. 2017
MET6 MET6 Forward GTCGAYGAGCCNGCYATYCGTGA Sato et al. 2017
MET6 Reverse TAGACACCVGGVCCRATCTGGTT Sato et al. 2017
MVD1 MVD1 Forward TCVYRCAACAACTTCCCYAC Sato et al. 2017
MVD1 Reverse GTCTCGACGGTGCGYTGCATVCC Sato et al. 2017
NIP1 NIP1 Forward CCVTTYCAYATGCAYATCAACAC Sato et al. 2017
NIP1 Reverse ACTTGGCBARCATYTCYTTVAC Sato et al. 2017
PDB1 PDB1 Forward GARTTCATGACNTTBAACTTYGC Sato et al. 2017
PDB1 Reverse AGGAAGACRACRGGRTTNGGRTC Sato et al. 2017
POL30 POL30 Forward CARGCNATGGAYAACTCYCAYGT Sato et al. 2017
POL30 Reverse TCRATRTCCATNAGYTTCAT Sato et al. 2017
PRE2 PRE2 Forward AAGAARGTCATYGARATYAA Sato et al. 2017
PRE2 Reverse GTYTTGTCCCARCCRCARATCAT Sato et al. 2017
PRE8 PRE8 Forward GCAGCARGCMACDCARTCHGGGT Sato et al. 2017
PRE8 Reverse AGSGCKGTGTGRATNGCGTCYTC Sato et al. 2017
PUP1 PUP1 Forward GCVGACAAGAACTGYGARAAGG Sato et al. 2017
PUP1 Reverse CCGTGWGGRTGGATNGTRAA Sato et al. 2017
QNS1 QNS1 Forward GCNTGYTGGCTBTGGGAYTA Sato et al. 2017
QNS1 Reverse CCCATRTARCANGTRTGGAA Sato et al. 2017
RIO2 RIO2 Forward TCNGCNTCRTGGATGTAYATGTC Sato et al. 2017
RIO2 Reverse ATGAGRATRTTGAAYTCRTT Sato et al. 2017
RPN11 RPN11 Forward GTMGGVTGGTAYCAYTCNCATCC Sato et al. 2017
RPN11 Reverse AGYTCYGTCTTGCGRTARTT Sato et al. 2017
SAC6 SAC6 Forward GAGCTBGAVGAYTGGGTHGAGGT Sato et al. 2017
SAC6 Reverse KRCABTCGTCRAAGAKYTGCAT Sato et al. 2017
SMC1 SMC1 Forward ATCAARTAYCATGCCATGCC Sato et al. 2017
SMC1 Reverse GAGCTRTTVACWTCYTGRTC Sato et al. 2017
SMC3 SMC3 Forward TTCAACTCVAARGTNGAYGARGG Sato et al. 2017
SMC3 Reverse CGGAAVGTMGTYGTRATGAAYTG Sato et al. 2017
TCP1 TCP1 Forward TTYGTCGARGCTGGYGCNATGGC Sato et al. 2017
TCP1 Reverse ACCARTGTCGTNGCRAAGTTYTC Sato et al. 2017
TRP2 TRP2 Forward TACATGTTYTAYYTBGAYTGYGG Sato et al. 2017
TRP2 Reverse GTYARRTGRATGACRTGRCTGAA Sato et al. 2017
UBA1 UBA1 Forward GARTTYGAGAAGGAYGAYGA Sato et al. 2017
UBA1 Reverse GGYTCNGAGAARCCRAAGAA Sato et al. 2017
UBA3 UBA3 Forward GARCAYTGYATHGARTGGGC Sato et al. 2017
UBA3 Reverse GCRATCTTGAANGCYTCRTTRCA Sato et al. 2017
VMA2 VMA2 Forward CARAAGATYCCYATYTTCTC Sato et al. 2017
VMA2 Reverse AGYTGGTANGCRTAGTAYTC Sato et al. 2017
YSH1 YSH1 Forward GACTACTCBCGNGARGARGAYCG Sato et al. 2017
YSH1 Reverse TTCATGGTRTGDATRTANGTYTG Sato et al. 2017

Declaration on conflict of interest

The authors declare that there is no conflict of interest.

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