Research Article |
Corresponding author: Junfeng Liang ( jfliang2000@163.com ) Academic editor: Bryn Dentinger
© 2021 Bin Chen, Jie Song, Yanliu Chen, Jinhua Zhang, Junfeng Liang.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Chen B, Song J, Chen Y, Zhang J, Liang J (2021) Morphological and phylogenetic evidence for two new species of Russula subg. Heterophyllidia from Guangdong Province of China. MycoKeys 82: 139-157. https://doi.org/10.3897/mycokeys.82.64913
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Two new species of Russula subg. Heterophyllidia from Guangdong Province of China were described and illustrated based on morphological characters, and their identity supported by molecular phylogeny. R. luofuensis is morphologically characterized by a grayish yellow to brownish orange pileus center with a purplish gray to grayish magenta margin, a surface that is cracked and broken into small golden-brown patches, subglobose to broadly ellipsoid basidiospores with warts fused in short or long chains and a suprapellis composed of hyphal extremities with inflated, ellipsoid or globose cells and attenuated terminal cell. R. subbubalina is distinguished by the blanched almond to dark salmon pileus that is cracked with age, subglobose to broadly ellipsoid basidiospores with wart fused in short or long chains and frequently connected by line connections, a suprapellis with hyphal ends composed of inflated or ellipsoid cells and attenuated terminal cell, and pileocystidia that are mainly clavate and sometimes with round or ellipsoid appendage. The phylogenetic analyses based on ITS-nrLSU-mtSSU-TEF1 dataset were performed using maximum likelihood and Bayesian analysis. In terms of morphological features and molecular data, the former species belongs to subsect. Virescentinae, whereas the latter comes under subsect. Heterophyllinae.
Luofu Mountain, new species, phylogeny, Russulaceae, taxonomy
Russula Pers. is the largest genus of Russulaceae, estimated at least to contain 2000 species, which has resulted in many complex and multilevel classifications (
Guangdong Province is located in the southern coastal area of China, which is one of the Chinese provinces with tropical and subtropical climates. The climate can be divided into the middle subtropical, the southern subtropical, and the tropical climate zones, from north to south. The annual average temperature in Guangdong Province is 19–24 °C and the annual average rainfall is 1500–2000 mm. Abundant moisture, moderate to high temperatures, and variegated physiography support luxuriant and highly diversified plant growth. Broad-leaved evergreen forests, intermixed with coniferous and deciduous trees, cover much of the land. During the rainy season, the forest ecosystem can facilitate the fruiting of most ectomycorrhizal fungi, among which the members of Russula are very common. Recently, 16 new species and one epitype of Russula from Guangdong Province have been reported (
Northern hemisphere species within subg. Heterophyllidia are mainly characterized by the mostly medium to large basidiomata, equal lamellae, mild to strongly acrid taste, white or cream and rarely ochre spore print, basidiospores with inamyloid or partly amyloid suprahilar spot, mostly abundant gloeocystidia that are typically mucronate to obtuse-rounded, and absence of primordial hyphae. During a survey of the habitat diversity and geographic distribution of Russula in Guangdong Province, some interesting specimens of subg. Heterophyllidia were found that were different from known species. In this study, two new species from Guangdong Province are presented based on the morphological characters and molecular data.
Fresh specimens were collected and photographed in Luofu Mountain Provincial Nature Reserve, Guangdong Province, South China. Collections were dried at 45–55 °C and deposited in the herbarium of the Research Institute of Tropical Forestry, Chinese Academy of Forestry (RITF). The macromorphological characters were described based on detailed notes and photographs. The color codes mostly refer to
The total genomic DNA was extracted from dry specimens following an improved CTAB protocol (
GenBank accession numbers for sequences used in phylogenetic tree. The newly generated sequences are in bold.
Taxon | Voucher | Location | ITS | nrLSU | mtSSU | TEF1 | Reference |
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R. aeruginea | AT2003017 | Sweden | DQ421999 | DQ421999 | ‒ | ‒ |
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R. albidogrisea | K15091234 | China | KY767807 | ‒ | ‒ | MN617847 |
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R. albidogrisea | RITF1871 | China | MW397095 | MW397128 | MW403841 | ‒ | Unpublished |
R. amoena | SAV F–3147 | Slovakia | MT017544 | ‒ | MT417190 | MT417211 |
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R. aureoviridis | H16082612 | China | KY767809 | ‒ | ‒ | MN617846 |
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R. aureoviridis | RITF4709 | China | MW646980 | MW646992 | MW647003 | MW650849 | This work |
R. bella | SFC20170819-05 | South Korea | MT017552 | ‒ | MT196931 | MT199655 |
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R. bubalina | K15052614 | China | MG018742 | ‒ | ‒ | ‒ |
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R. bubalina | RITF1863 | China | MW397097 | ‒ | MW403843 | ‒ | Unpublished |
R. crustosa | BPL265 | USA | KT933966 | KT933826 | ‒ | ‒ |
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R. cyanoxantha | FH 12-201 | Germany | KR364093 | KR364225 | ‒ | ‒ |
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R. cyanoxantha | RITF4682 | China | MW646981 | MW646993 | MW647004 | ‒ | This work |
R. dinghuensis | GDGM45244 | China | KU863579 | ‒ | ‒ | MN617848 |
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R. dinghuensis | RITF5142 | China | MW646982 | MW646994 | MW647005 | ‒ | This work |
R. grisea | UE2005.08.16-01 | Sweden | DQ422030 | DQ422030 | ‒ | ‒ |
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R. grisea | FH12234 | Germany | KT934006 | KT933867 | ‒ | ‒ |
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R. heterophylla | UE20.08.2004-2 | Sweden | DQ422006 | DQ422006 | ‒ | ‒ |
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R. ilicis | 563IC52 | Europe | AY061682 | ‒ | ‒ | ‒ |
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R. lakhanpalii | AG 17-1584 | India | MN262088 | ‒ | ‒ | ‒ |
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R. lakhanpalii | RITF2600 | China | MW646983 | MW646992 | MW647006 | MW650850 | This work |
R. lotus | RITF499 | China | MK860699 | MW397129 | MK860706 | ‒ |
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R. luofuensis | RITF4706 | China | MW646973 | MW646985 | MW646996 | MW650842 | This work |
R. luofuensis | RITF4707 | China | MW646974 | MW646986 | MW646997 | MW650843 | This work |
R. luofuensis | RITF4708 | China | MW646975 | MW646987 | MW646998 | MW650844 | This work |
R. luofuensis | RITF4712 | China | MW646976 | MW646988 | MW646999 | MW650845 | This work |
R. luofuensis | RITF4714 | China | MW646977 | MW646989 | MW647000 | MW650846 | This work |
R. maguanensis | XHW4765 | China | MH724918 | MH714537 | ‒ | MH939983 |
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R. mustelina | FH12226 | Germany | KT934005 | KT933866 | ‒ | ‒ |
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R. orientipurpurea | SFC20170819-08 | South Korea | MT017550 | ‒ | MT196926 | MT199651 |
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R. orientipurpurea | SFC20170725-37 | South Korea | MT017548 | ‒ | MT196927 | MT199652 |
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R. pallidula | RITF2613 | China | MH027958 | MH027960 | MW403845 | MW650852 |
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R. pallidula | RITF3331 | China | MH027959 | MH027961 | MW403846 | MW650853 | Chen et al. 2020, This work |
R. parvovirescens | SDRM 6280 | USA | MK532789 | ‒ | ‒ | ‒ | Unpublished |
R. phloginea | CNX530524068 | China | MK860701 | MK860704 | MK860708 | MK894877 |
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R. phloginea | CNX530524304 | China | MK860700 | MK860703 | MK860707 | MK894876 |
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R. prasina | HMAS 281232 | China | MH454351 | ‒ | ‒ | ‒ |
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R. pseudobubalina | GDGM70632 | China | MF433036 | ‒ | ‒ | ‒ |
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R. subbubalina | RITF4710 | China | MW646978 | MW646990 | MW647001 | MW650847 | This work |
R. subbubalina | RITF4715 | China | MW646979 | MW646991 | MW647002 | MW650848 | This work |
R. subpallidirosea | RITF4083 | China | MK860697 | MK860702 | MK860705 | MK894875 |
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R. substriata | XHW4766 | China | MH724921 | MH714540 | ‒ | MH939986 |
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R. vesca | RITF5038 | China | MW646984 | ‒ | MW647007 | MW650851 | This work |
R. vesca | BPL284 | USA | KT933978 | KT933839 | ‒ | ‒ |
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R. virescens | HJB9989 | Belgium | DQ422014 | DQ422014 | ‒ | ‒ |
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R. viridicinnamomea | K15091418 | China | MK049972 | ‒ | ‒ | MN617850 |
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R. viridicinnamomea | RITF3324 | China | MW397098 | MW397130 | MW403847 | ‒ | Unpublished |
R. viridirubrolimbata | HBAU 15011 | China | MT337526 | ‒ | ‒ | ‒ |
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R. werneri | IB1997/0786 | Europe | DQ422021 | DQ422021 | ‒ | ‒ | Unpublished |
R. xanthovirens | GDGM 71145 | China | MG786056 | ‒ | ‒ | ‒ |
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Species in the subg. Heterophyllidia with high similarity to our new species and partially representative species that are closely related to subsect. Heterophyllinae (Fr.) Jul. Schäff. and subsect. Virescentinae Singer were selected for phylogenetic analyses. Russula maguanensis J. Wang, X.H. Wang, Buyck & T. Bau and R. substriata J. Wang, X.H. Wang, Buyck & T. Bau were used as outgroup. NCBI accession numbers and references of sequences used in the phylogenetic tree are listed in Table
Both the ML analysis and BA of combined ITS-nrLSU-mtSSU-TEF1 sequences dataset resulted in similar tree topologies, and only the ML tree is shown in Fig.
Phylogenetic tree of based on the ITS-nrLS-mtSSU-TEF1 dataset. Species in the subg. Heterophyllidia with high similarity to our new species and partially representative species that are closely related to subsect. Heterophyllinae and subsect. Virescentinae were selected. Russula maguanensis and R. substriata were used as outgroup. Bootstrap support (BS) ≥70% are shown. Bayesian Posterior Probabilities (PP) ≥0.95 are given. Infrageneric classification follows
The samples of the two new species, R. luofuensis and R. subbubalina, formed each a strongly supported clade (BS 100%, PP 1.00) and were clearly distinct from known and sequenced species of the subg. Heterophyllidia. R. luofuensis clustered together with Chinese species R. albidogrisea J. W. Li & L. H. Qiu, which is sister to a clade comprising R. viridirubrolimbata J. Z. Ying, R. parvovirescens Buyck, D. Mitch. & Parrent and R. virescens (Schaeff.) Fr. with 99% bootstrap support and 1.00 posterior probabilities. Our second species, R. subbubalina clustered with Chinese species R. viridicinnamomea F. Yuan & Y. Song and formed a sister clade to two Chinese species (R. bubalina J.W. Li & L.H. Qiu and R. pseudobubalina J.W. Li & L.H. Qiu) with 99% bootstrap support and 1.00 posterior probabilities.
Basidiomata medium-sized to large; grayish yellow to brownish orange pileus center, purplish gray to grayish magenta towards the margin, surface cracking and broken into small golden-brown patches, peeling to 1/2 of the radius; subglobose to broadly ellipsoid basidiospores with warts fused in short or long chains; hymenial gloeocystidia mainly clavate; suprapellis composed of hyphal extremities with inflated, ellipsoid or globose cells and attenuated terminal cell; pileocystidia always one-celled, apically typically obtuse.
China. Guangdong Province, Huizhou City, Boluo County, Luofu Mountain Provincial Nature Reserve, 23°15'47.13"N, 114°3'45.42"E, 90 m asl., in mixed Fagaceae forests of Cyclobalanopsis and Castanopsis, 22 August 2020, leg. CB446 (RITF4708).
The species name refers to the type locality, Luofu Mountain Provincial Nature Reserve.
Basidiomata medium-sized to large; pileus 35–80 mm in diameter; initially hemispheric when young, applanate to convex, convex with a depressed center after mature; margin incurved, not cracked, striation short and inconspicuous; surface dry, glabrous, peeling to 1/2 of the radius, cracking and broken into small golden-brown patches, patches crowded towards the center, with smaller patches towards the margin; grayish yellow (4B5) to brownish orange (5C5) in the center, purplish gray (13B2) to grayish magenta (13B3) towards the margin. Lamellae adnate to subfree, 2–4 mm deep, 8–10 at 1 cm near the pileus margin, white (1A1) to cream; lamellulae absent; furcations occasional near the stipe; edge entire and concolor. Stipe 30–50 × 10–25 mm, cylindrical, slightly inflated towards the base, white (1A1), with yellowish (2A2) tinge at the base, and medulla initially stuffed becoming hollow. Context 2–3 mm thick in half of the pileus radius, white (1A1), unchanging when bruised, taste mild, odor inconspicuous. Spore print pale yellowish (2A2).
Basidiospores (5.0–)5.8–6.6–7.5(–8.6) × (4.5–)5.4–6.2–7.0(–8.0) μm, Q = (1.0–)1.02–1.08–1.14(–1.26), subglobose to broadly ellipsoid; ornamentation of medium-sized, moderately distant to dense [6–8(–9) in a 3 μm diameter circle] amyloid warts or spines, 0.3–0.6 μm high, locally reticulate, frequently fused in short or long chains [2–3(–4) in the circle], occasionally to frequently connected by line connections [1–2(–3) in the circle]; suprahilar spot medium-sized, amyloid. Basidia (35.0–)36.7–39.8–42.8(–45.5) × (9.0–)9.5–10.0–10.5(–11.2) μm, mostly 4-spored, some 2- and 3-spored, clavate; basidiola clavate or subcylindrical, ca. 6.5–11.5 μm wide. Hymenial gloeocystidia on lamellae sides dispersed to moderately numerous, ca. 600–900/mm2, (59.0)63.2–71.3–79.3(83.6) × (7.0)7.7–8.8–9.9(10.5) μm, clavate or narrowly clavate, apically mainly obtuse, occasionally acute, often with 3–10 μm long appendage, thin-walled; contents heteromorphous or granulose, mainly in the middle and upper part, turning reddish black in SV. Hymenial gloeocystidia on lamellae edges often smaller, (49.5–)56.2–64.3–72.4(–80.2) × (6.2–)7.3–8.3–9.4(–10.0) μm, clavate, or subcylindrical, sometimes fusiform, apically mainly obtuse, occasionally mucronate, sometimes with 3–6 μm long appendage thin-walled; contents heteromorphous, turning reddish black in SV. Marginal cells (15.2–)19.8–23.5–27.2(–30.6) × (3.5–)4.0–4.8–5.6(–7.0) μm, subcylindrical or clavate, often flexuous. Pileipellis orthochromatic in cresyl blue, not sharply delimited from the underlying context, 260–300 μm deep, two-layered; suprapellis 120–150 μm deep, hyphal endings composed of inflated, ellipsoid or globose cells with attenuated terminal cells; subpellis 120–160 μm deep, composed of repent, intricate, 2–6 μm wide hyphae. Hyphal terminations near the pileus margin typically unbranched, occasionally flexuous, thin-walled; terminal cells (9.2–)18.6–28.2–37.8(–50.8) × (3.2–)3.9–5.0–6.1(–8.2) μm, mainly narrowly lageniform, occasionally clavate or cylindrical, apically attenuated or constricted, occasionally obtuse; subterminal cells frequently shorter and wider, ca. 4–9 μm wide, typically unbranched. Hyphal terminations near the pileus center similar to those near the pileus margin; terminal cells (10.2–)18.4–27.4–36.4(–44.8) × (3.2–)3.6–4.7–5.8(–6.8) μm, mainly lageniform, occasionally fusiform or subcylindrical, apically attenuated or constricted; subterminal cells often shorter and wider, rarely branched, ca. 4–7 μm wide. Pileocystidia near the pileus margin always one-celled, (23.3–)27.9–35.0–42.2(–47.5) ×3.5–4.8–6.0(–8.3) μm, mainly clavate, occasionally subcylindrical or fusiform, apically typically obtuse, occasionally acute, often with round or ellipsoid, 3–6 μm long appendage, thin-walled; contents heteromorphous or granulose, turning reddish black in SV. Pileocystidia near the pileus center similar in size, always one-celled, (24.6–)27.2–34.8–42.5(–48.2) × 3.0–4.2–5.4(–6.8) μm, thin-walled, mainly clavate, occasionally fusiform, apically often obtuse or occasionally acute, occasionally with 2–4 μm long appendage, contents heteromorphous or granulose, turning reddish black in SV. Cystidioid hyphae In subpellis and context with heteromorphous contents, oleiferous hyphae in subpellis with refringent contents.
China. Guangdong Province, Huizhou City, Boluo County, Luofu Mountain Provincial Nature Reserve, 23°15'44.11"N, 114°3'16.77"E, 120 m asl., in mixed Fagaceae forests of Cyclobalanopsis and Castanopsis, 22 August 2020, leg. CB444 (RITF4706); ibid., 22 August 2020, leg. CB445 (RITF4707); ibid., 22 August 2020, leg. CB450 (RITF4712); ibid., 22 August 2020, leg. CB452 (RITF4714).
The combination of morphological features and phylogenetic analysis place R. luofuensis in subsect. Virescentinae. Phylogenetically, our new species R. luofuensis is clustered with R. albidogrisea with 89% bootstrap support and 1.00 posterior probabilities, which is also from Guangdong Province of China. However, R. albidogrisea differs from R. luofuensis in having a white to grayish pileus with acute, even to slightly undulate margin, often smaller basidiospores [(5.1–)5.3–5.6–6.0(–6.4) × (4.6–)4.8–5.1–5.3(–5.6) μm], longer hymenial gloeocystidia on lamellae sides (35–50 × 5–11 μm) and hymenial gloeocystidia on lamellae edges (37–46 × 9–12 μm,
Given cracking surface, R. viridirubrolimbata, R. parvovirescens, R. virescens and R. crustosa Peck of subsect. Virescentinae resemble R. luofuensis. However, R. viridirubrolimbata, originally described from China, can be distinguished by a light yellowish olive to yellowish olive pileus center with a pinkish red to light jasper red margin and absence of hymenial gloeocystidia on lamellae edges (
Basidiomata medium-sized to large; dark salmon pileus with rusty spots when young, blanched almond with a cracked margin after maturation, surface pruinose in some parts; adnate to slightly adnexed lamellae; subglobose to broadly ellipsoid basidiospores with warts fused in short or long chains and frequently connected by line connections; clavate or ellipsoid basidiola; hymenial gloeocystidia clavate or fusiform, apically mainly obtuse; suprapellis with hyphal ends composed of inflated or ellipsoid cells and attenuated terminal cell; pileocystidia mainly clavate, apically typically obtuse, sometimes with round or ellipsoid appendage.
China. Guangdong Province, Huizhou City, Boluo County, Luofu Mountain Provincial Nature Reserve, 23°15'43.80"N, 114°3'5.40"E, 220 m asl., in mixed Fagaceae forests of Cyclobalanopsis and Castanopsis, 22 August 2020, leg. CB448 (RITF4710).
Referred to its morphological resemblance to R. bubalina.
Basidiomata medium-sized to large; pileus 50–100 mm in diameter; initially hemispheric when young, applanate to convex, convex with a slightly depressed center after mature; margin incurved, cracked with age, striation short and inconspicuous; surface dry, glabrous, peeling to 1/4 of the radius, pruinose in some part; dark salmon with rusty spots when young, blanched almond after maturation, shallower at the margin. Lamellae adnate to slightly adnexed, 3–5 mm deep, 11–13 at 1 cm near the pileus margin, white (1A1) to cream; lamellulae sometimes present and irregular in length; furcations present especially near the stipe; edge entire and concolor. Stipe 30–55 × 5–15 mm, cylindrical, slightly inflated towards the base, white (1A1) to blanched almond, with rusty tinge towards the base, and medulla initially stuffed becoming hollow. Context 3–4 mm thick in half of the pileus radius, white (1A1), unchanging when bruised, taste mild, odor inconspicuous. Spore print white (1A1) to cream.
Basidiospores (5.2–)5.6–6.2–6.8(–7.2) × (4.5–)4.9–5.3–5.7(–6.2) μm, Q = (1.0–)1.08–1.17–1.25(–1.38), subglobose to broadly ellipsoid; ornamentation of relatively small, moderately distant to dense [6–8(–9) in a 3 μm diameter circle] amyloid warts or spines, 0.3–0.5 μm high, locally reticulate, fused in short or long chains [2–3(–4) in the circle], frequently connected by line connections [3–4(–5) in the circle]; suprahilar spot medium-sized, amyloid. Basidia (30.5–)31.7–34.8–37.8(–43.0) × (6.3–)7.5–8.1–8.8(–9.4) μm, mostly 4-spored, some 2- and 3-spored, clavate; basidiola clavate or ellipsoid, ca. 5.5–10 μm wide. Hymenial gloeocystidia on lamellae sides Moderately numerous, ca. 800–1000/mm2, (41.0)49.1–56.7–64.3(68.5) × (6.5)7.2–8.1–9.0(10.0) μm, clavate or fusiform, apically mainly obtuse, occasionally acute, sometimes with 4–10 μm long appendage, thin-walled; contents heteromorphous or granulose, turning reddish black in SV. Hymenial gloeocystidia on lamellae edges Often longer, (40.5–)52.6–63.0–73.5(–83.6) × (4.6–)6.7–8.1–9.6(–10.8) μm, mainly clavate, occasionally fusiform, apically typically obtuse, sometimes with 3–8 μm long appendage, thin-walled; contents heteromorphous-crystalline, turning reddish black in SV. Marginal cells (14.0–)19.0–23.4–27.7(–34.2) × (3.4–)3.7–4.5–5.3(–5.8) μm, clavate, lageniform or fusiform, often flexuous. Pileipellis Orthochromatic in cresyl blue, sharply delimited from the underlying context, 400–450 μm deep, two-layered; suprapellis180–200 μm deep, hyphal endings composed of inflated or ellipsoid cells with attenuated terminal cells; subpellis 240–260 μm deep, composed of horizontally oriented, relatively dense, intricate, 3–6 μm wide hyphae. Hyphal terminations near the pileus margin sometimes branched, occasionally flexuous, thin-walled; terminal cells (14.8)20.9–26.6–32.3(38.0) × 3.5–4.0–4.6(5.5) μm, mainly narrowly lageniform, occasionally cylindrical, apically attenuated or constricted; subterminal cells frequently shorter and wider ca. 3–8 μm wide, occasionally branched. Hyphal terminations near the pileus center similar to those near the pileus margin; terminal cells (14.3–)17.5–22.7–27.8(–33.7) × (3.4–)3.7–4.1–4.6(–5.0) μm, lageniform, clavate or cylindrical, apically attenuated or constricted, sometimes obtuse; subterminal cells often wider, rarely branched, ca. 4–8 μm wide. Pileocystidia near the pileus margin always one-celled, (27.9–)35.1–40.5–45.9(–48.9) × (3.8–)4.2–4.7–5.3(–5.7) μm, mainly clavate, occasionally fusiform, apically typically obtuse, sometimes with round or ellipsoid 2–6 μm long appendage, thin-walled; contents heteromorphous, turning reddish black in SV. Pileocystidia near the pileus center similar in shape, always one-celled, (23.7–)25.6–31.8–38.0(–46.0) × (3.3–)4.2–4.8–5.4(–6.0) μm, thin-walled, mainly clavate, occasionally fusiform or subcylindrical, apically typically obtuse, sometimes with 4–6 μm long appendage, contents granulose, turning reddish in SV. Cystidioid hyphae In subpellis and context with granulose contents, oleiferous hyphae frequent in subpellis with yellowish contents.
China. Guangdong Province, Huizhou City, Boluo County, Luofu Mountain Provincial Nature Reserve, 23°15'41.70"N, 114°3'5.21"E, 240 m asl., in mixed Fagaceae forests of Cyclobalanopsis and Castanopsis, 22 August 2020, leg. CB453 (RITF4710).
Both morphology and phylogeny place R. subbubalina clearly in subsect. Heterophyllinae. In our phylogenetic tree, R. viridicinnamomea is the sister taxon to R. subbubalina but differs from it by the typically smaller basidiomata (30–50 μm), an emerald green-tinged buff pileus with undulate and tearing margin and longer hymenial gloeocystidia on the lamellae edges (36.5–63 × 4–12 μm,
Morphologically, R. subbubalina may be confused in the field with two recently reported new species: R. bubalina and R. pseudobubalina also from Guangdong Province of China. However, R. bubalina has the typically smaller basidiomata (35–54 μm), a striate pileus margin and basidiospores with warty ornamentations not forming reticulum (
This research was supported by the National Natural Science Foundation of China (No. 31770657, 31570544 and 31900016), the Science and Technology Planning Project of Guangdong Province (No. 2019B121202005), and the Science and Technology Planning Project of Guangdong Forestry (No. 2019-03).