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Microbiology Spectrum logoLink to Microbiology Spectrum
. 2022 Sep 12;10(5):e01975-22. doi: 10.1128/spectrum.01975-22

Species Diversity of Cordyceps-Like Fungi in the Tiankeng Karst Region of China

Wan-Hao Chen a, Jian-Dong Liang a, Xiu-Xiu Ren a, Jie-Hong Zhao a, Yan-Feng Han b,, Zong-Qi Liang b
Editor: Matthew Zack Andersonc
PMCID: PMC9603550  PMID: 36094103

ABSTRACT

Tiankeng acts as a refugium for biodiversity amid a changing global climate, and a previous study has shown that some ancient (Alsophila spinulosa) and unique plants (cool-adapted plants) are present in Tiankeng. However, there are few reports on Ascomycota from the Tiankeng karst region. In this research, the species diversity of Cordyceps-like fungi in Monkey-Ear Tiankeng was investigated. Seven species in the genera Akanthomyces, Beauveria, Cordyceps, and Samsoniella were identified based on internal transcribed spacer sequences and morphological characteristics. Eight new species in the genera Akanthomyces, Cordyceps, and Samsoniella were established and described according to a multilocus phylogenetic analysis and morphological characteristics. Our results revealed that Cordyceps-like fungi were abundant in Monkey-Ear Tiankeng, providing new insights into the diversity of Ascomycota in this special eco-environment.

IMPORTANCE Karst Tiankeng has a special eco-environment and acts as a refugium for biodiversity. However, there are few reports on Ascomycota from the Tiankeng karst region. In this research, seven known species and eight new species in the genera Akanthomyces, Beauveria, Cordyceps, and Samsoniella were reported. The results showed that Cordyceps-like fungi are abundant in Monkey-Ear Tiankeng. Interestingly, the month of the sampling was November, which is not an active period of growth and reproduction for Cordyceps-like fungi. These results revealed that unconventional time sampling should not be ignored, especially for a special eco-environment, and provided new insights into the diversity of Ascomycota in this special eco-environment.

KEYWORDS: Tiankeng, ascomycete, Cordyceps-like fungi, phylogenetic analysis, morphological

INTRODUCTION

Tiankeng is a kind of negative karst terrain, which was first named by Zhu in 2001 (1), and it has developed from a carbonate rock stratum, is connected with an underground river at the bottom, and is surrounded by steep rock walls and an aquifer vadose zone with a continuous sedimentary thickness (2). The unique geological landform of Tiankeng creates a microclimate that is different from those of its surrounding areas and acts as a haven of biodiversity in the context of changing climates (35).

Research on the Tiankeng karst region has been conducted for many years and has focused on geology (including the morphology, formation, and evolution mechanism of Tiankeng) (610), animals (11, 12), plants (1315), soil microbiology (1618), the value of Tiankeng's tourism resources (19), and the settlement of organic pollutants in Tiankeng (20, 21). A high floristic diversity, abundant species, a remarkably high uniqueness, a water-bearing capability, and endemic species have been found in the Tiankeng karst region (4). In particular, there is a large amount of water and nutrients present at the bottom of the Tiankeng karst region, which strongly affects the composition and structure of the vegetation (22, 23).

Jiang et al. (24) noted that the soil fungus Trichoderma sp. was able to degrade feathers efficiently. Lan et al. (25) reported that the fungus Exophiala sp., which was isolated from the soil of the Tiankeng karst region, was able to improve the drought resistance and growth of Zenia insignis Chun and Caesalpinia sappan Linn. Long et al. (18) reported a new species, Tiankengomelania guangxiense, which was shown to be able to promote the growth of the medicinal orchid Dendrobium officinale Kimura et Migo and was isolated from the rhizosphere soils of a virgin forest in the Baidong Tiankeng. However, there are few reports regarding the Cordyceps-like fungi isolated from the Tiankeng karst region.

During a survey of entomopathogenic fungi from Southwest China, some Cordyceps-like fungi were found in Monkey-Ear Tiankeng. Eight new species distributed across the three genera Akanthomyces, Cordyceps, and Samsoniella were established based on a multilocus phylogeny as well as their morphological and ecological characteristics.

RESULTS

Phylogenetic analyses.

In the phylogenetic tree of analysis 1 (establishing the genus placement of the new strains) and analysis 2 (determining the establishment of the new species) (Fig. 1 and 2, respectively), Purpureocillium lilacinum (Thom) Luangsa-ard, Houbraken, and Hywel-Jones & Samson (CBS 431.87) were used as the outgroup in analysis 1, whereas P. lilacinum (CBS 284.36 and CBS 431.87) was used as the outgroup in analysis 2. The concatenated sequences of analyses 1 and 2 included 32 and 74 taxa, respectively, and consisted of 516 (internal transcribed spacer [ITS], 516) and 2,480 (ITS, 540; large subunit rRNA [LSU], 586; RNA polymerase II largest subunit 2 [RPB2], 671; and translation elongation factor 1 alpha [TEF], 683) characters with gaps, respectively.

FIG 1.

FIG 1

Phylogenetic relationships among the new strains and their allies based on an internal transcribed spacer (ITS) sequence. Statistical support values (≥0.5/50%) are shown at the nodes for maximum likelihood (ML) bootstrap support/Bayesian inference (BI) posterior probabilities.

FIG 2.

FIG 2

Phylogenetic relationships among the new strains and their allies based on a multilocus data set (ITS, large subunit rRNA [LSU], RNA polymerase II largest subunit 2 [RPB2], and translation elongation factor 1 alpha [TEF]). Statistical support values (≥0.5/50%) are shown at the nodes for ML bootstrap support/BI posterior probabilities.

Analysis 1: The final value of the highest scoring tree was –3,525.3844, which was obtained from a maximum likelihood (ML) analysis of ITS sequence. The parameters of the general time-reversible (GTR) model used to analyze the data set were estimated using the following frequencies: A = 0.2280, C = 0.3330, G = 0.2552, and T = 0.1838 with the substitution rates AC = 1.9959, AG = 2.6768, AT = 1.0000, CG = 1.9959, CT = 6.7579 and GT = 1.0000. The gamma distribution shape parameter was α = 0.4764. The selected model for the Bayesian inference (BI) analysis was GTR+F+G4 (ITS). The phylogenetic trees (Fig. 1) constructed using the ML and BI analyses were largely congruent and strongly supported in most branches. The new strains were clustered into to the following genera: Akanthomyces Lebert, Cordyceps Fr., Beauveria Vuill., and Samsoniella Mongkols., Noisrip., Thanakitp., Spatafora & Luangsa-ard species, respectively. Strains KY11411, KY11721, KY11081, KY11451, KY11281, KY11191, KY11151, KY11261, KY11601, KY11251, and KY11181 were clustered into the subclade of Beauveria bassiana (Bals.-Criv.) Vuill. with a high bootstrap value (99/1). Strains KY11071, KY11211, KY11111, KY11771, and KY11101 were clustered into the subclade of B. pseudobassiana S.A. Rehner & Humber with a high bootstrap value (92/0.97). Strains KY11231, KY11031, KY11221, KY11661, and KY11731 were clustered into the subclade of Cordyceps tenuipes (Peck) Kepler, B. Shrestha & Spatafora with a high bootstrap value (92/0.99). Strains KY11511 and KY11361 were clustered into the subclade of C. fumosorosea (Wize) Kepler, B. Shrestha & Spatafora with a high bootstrap value (99/1). Strains KY11431 and KY11671 were clustered into the subclade of C. cateniannulata (Z.Q. Liang) Kepler, B. Shrestha & Spatafora with a high bootstrap value (95/1). Strains KY11021, KY11061, KY11171, KY11331, KY11391, KY11371, KY11711, KY11551, and KY11051 were clustered with C. amoene-rosea (Henn.) Kepler, B. Shrestha & Spatafora and C. cateniobliqua (Z.Q. Liang) Kepler, B. Shrestha & Spatafora. Strain KY11701 was clustered into the subclade of C. javanica (Bally) Kepler, B. Shrestha & Spatafora with a high bootstrap value (86/1). Strains KY11121, KY11122, KY11161, KY11162, KY11741, KY11742, KY11041, KY11042, KY11321 ,and KY11322 were clustered into the clade of the genus Samsoniella Mongkols., Noisrip., Thanakitp., Spatafora & Luangsa-ard. Strains KY11341, KY11342, KY11571, and KY11572 were all clustered with the Akanthomyces species. Strains KY11141 and KY11142 were clustered into the clade of the genus Cordyceps.

Comparing their typical morphological characteristics, strains KY11411, KY11721, KY11081, KY11451, KY11281, KY11191, KY11151, KY11261, KY11601, KY11251, and KY11181 were identified as Beauveria bassiana. Strains KY11071, KY11211, KY11111, KY11771, and KY11101 were identified as B. pseudobassiana. Strains KY11231, KY11031, KY11221, KY11661, and KY11731 were identified as Cordyceps tenuipes. Strains KY11511 and KY11361 were identified as C. fumosorosea. Strains KY11431 and KY11671 were identified as C. cateniannulata. Strains KY11021, KY11061, KY11171, KY11331, KY11391, KY11371, KY11711, KY11551, and KY11051 were identified as C. cateniobliqua. Strain KY11701 was identified as C. javanica. Multilocus phylogenetic analysis was required for the further identification of the strains KY11121, KY11122, KY11161, KY11162, KY11741, KY11742, KY11041, KY11042, KY11321, KY11322, KY11341, KY11342, KY11571, KY11572, KY11141, and KY11142.

Analysis 2: The final value of the highest scoring tree was −28,566.0385, which was obtained from the ML analysis of the data set (ITS+LSU+RPB2+TEF). The parameters of the GTR model used to analyze the data set were estimated based on the following frequencies: A = 0.2351, C = 0.2835, G = 0.2710, and T = 0.2104 with the substitution rates AC = 1.0000, AG = 2.2438, AT = 1.0000, CG = 1.0000, CT = 5.0707, and GT = 1.0000. The gamma distribution shape parameter was α = 0.5592. The selected models for the BI analysis were GTR+F+I+G4 (ITS, TEF), GTR+F+G4 (LSU), and SYM+G4 (RPB2). The phylogenetic trees (Fig. 2) constructed using the ML and BI analyses were largely congruent and strongly supported in most branches. Most of the genera were clustered into their independent clades. Strains KY11141 and KY11142 were clustered with Cordyceps tenuipes (Peck) Kepler, B. Shrestha & Spatafora, C. coleopterorum (Samson & H.C. Evans) Kepler, B. Shrestha & Spatafora, and C. bifusispora O.E. Erikss. in a subclade. Strains KY11571 and KY11572 were clustered with Akanthomyces coccidioperitheciata (Kobayasi & Shimizu) Spatafora, Kepler & B. Shrestha, A. kanyawimiae Mongkols., Noisrip., Thanakitp., Spatafora & Luangsa-ard, and A. thailandicus Mongkols., Spatafora & Luangsa-ard in a subclade. Strains KY11341 and KY11342 were clustered with A. pissodis (Kope & I. Leal) W.H. Chen, Y.F. Han & Z.Q. Liang in a subclade. Strains KY11321 and KY11322 were clustered with Samsoniella alboaurantia (G. Sm.) Mongkols., Noisrip., Thanakitp., Spatafora & Luangsa-ard and S. cardinalis H. Yu, Y.B. Wang, Y. Wang, Q. Fan & Zhu L. Yang in a subclade. Strains KY11041, KY11042, KY11161, and KY11162 were clustered with S. pupicola W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang in a subclade. Strains KY11741, KY11742, KY11121, and KY11122 were clustered into two independent clades.

Eight new species distributed in the three genera Akanthomyces, Cordyceps and Samsoniella, were established based on a multi-locus phylogeny, their morphological and ecological characteristics. The morphological and ecological characteristics of the new species were as follows. Akanthomyces araneosus W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov (MycoBank: 844985) (Fig. 3).

FIG 3.

FIG 3

Akanthomyces araneosus. (A) Infected spider (Araneae). (B, C) PDA-containing culture viewed from above (B) and below (C). (D–I) Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–I).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138'' N, 107°0'48.42'' E). On a dead spider (Araneae), 16 November 2020, Wanhao Chen, GZAC KY1134 (holotype), ex-type living cultures, KY11341.

Description: Spider host was completely covered by white mycelium. Conidiophores were mononematous and arose from the lateral hyphae. Colonies on potato dextrose agar (PDA) were 2.4 to 2.6 cm in diameter after 14 d at 25°C, white, and comprised of a basal felt and a floccose hyphal overgrowth with the reverse yellowish. Prostrate hyphae were smooth, septate, hyaline, and 1.0 to 2.5 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of two. Phialides were 16.9 to 18.1 × 1.3 to 1.9 μm with a cylindrical basal portion and tapered into a short, distinct neck. Conidia were hyaline, fusiform, one-celled, and 3.1 to 5.0 × 1.0 to 1.8 μm. The sexual state was not observed.

Host: Spider (Araneae).

Locality: Kaiyang County (27°5'12.138'' N, 107°0'48.42'' E), Guiyang, Guizhou Province, China.

Etymology: Referring to the mycelium covering the spider like a spider web.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138'' N, 107°0'48.42'' E). On a dead spider (Araneae), 16 November 2020, Wanhao Chen, KY11342.

Remarks: Akanthomyces araneosus was easily identified as Akanthomyces, according to the phylogenetic analysis of the combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1 and 2), and has a close relationship with A. pissodis. When comparing the typical characteristics, A. araneosus was easily distinguished from A. pissodis by its fusiform, smaller conidia (3.1 to 5.0 × 1.0 to 1.8 μm) and its spider host.

Akanthomyces tiankengensis W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov. (MycoBank: 844986) (Fig. 4).

FIG 4.

FIG 4

Akanthomyces tiankengensis. (A) Infected spider (Araneae). (B, C) PDA-containing culture viewed from above (B) and below (C). (D–H) Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–H).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138'' N, 107°0'48.42'' E). On a dead spider (Araneae), 16 November 2020, Wanhao Chen, GZAC KY1157 (holotype), ex-type living cultures, KY11571.

Description: Spider host was completely covered by white mycelium. Conidiophores were mononematous and arose from the lateral hyphae. Colonies on PDA were 2.8 to 3.6 cm in diameter after 14 d at 25°C, white, and comprised of a basal felt and a floccose hyphal overgrowth with the reverse yellowish. Prostrate hyphae were smooth, septate, hyaline, and 1.2 to 2.9 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of two. Phialides were 13.9 to 17.1 × 1.1 to 1.6 μm with a cylindrical basal portion and tapered into a short, distinct neck. Conidia were hyaline, fusiform, one-celled, and 2.3 to 3.0 × 1.5 to 2.3 μm. The sexual state was not observed.

Host: Spider (Araneae).

Locality: Kaiyang County (27°5'12.138” N, 107°0'48.42” E), Guiyang, Guizhou Province, China.

Etymology: Referring to its location in Tiankeng.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138” N, 107°0'48.42” E). On a dead spider (Araneae), 16 November 2020, Wanhao Chen, KY11572.

Remarks: Akanthomyces tiankengensis was easily identified as Akanthomyces, according to the phylogenetic analysis of the combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1 and 2), and has a close relationship with A. coccidioperitheciata, A. kanyawimiae, and A. thailandicus. When comparing the typical characteristics, A. tiankengensis was easily distinguished from A. coccidioperitheciata by the absence of a teleomorph and the presence of a spider host. It was distinguished from A. kanyawimiae by its longer phialides (13.9 to 17.1 × 1.1 to 1.6 μm) and fusiform conidia. It was distinguished from A. thailandicus by its smaller conidia (2.3 to 3.0 × 1.5 to 2.3 μm) and cylindrical phialides.

Cordyceps tiankengensis W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov. (MycoBank: 844987) (Fig. 5).

FIG 5.

FIG 5

Cordyceps tiankengensis. (A) Infected pupa (Lepidoptera). (B, C) PDA-containing culture viewed from above (B) and below (C). (D–I). Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–I).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, GZAC KY1114 (holotype), ex-type living cultures, KY11141.

Description: Insect pupa was completely covered by white mycelium. Conidiophores were mononematous and arose from the lateral hyphae. Colonies on PDA were 2.2 to 3.2 cm in diameter after 14 d at 25°C, white, and comprised of a basal felt and a floccose hyphal overgrowth with the reverse yellowish. Prostrate hyphae were smooth, septate, hyaline, and 1.3 to 1.9 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of two. Phialides were 7.1 to 12.2 × 1.9 to 2.5 μm with a cylindrical basal portion and tapered into a short, distinct neck. Conidia were in chains, hyaline, fusiform, one-celled, and 4.1 to 5.1 × 1.8 to 2.7 μm. The sexual state was not observed.

Host: Pupa (Lepidoptera).

Locality: Kaiyang County (27°5'12.138” N, 107°0'48.42” E), Guiyang, Guizhou Province, China.

Etymology: Referring to its location in Tiankeng.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, KY11142.

Remarks: Cordyceps tiankengensis was easily identified as Cordyceps, according to the phylogenetic analysis of combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1 and 2), and has a close relationship with C. tenuipes and C. coleopterorum. When comparing the typical characteristics, C. tiankengensis was easily distinguished from C. tenuipes by its longer phialides (7.1 to 12.2 × 1.9 to 2.5 μm), and it was easily distinguished from C. coleopterorum by its smaller conidia (4.1 to 5.1 × 1.8 to 2.7 μm).

Samsoniella formicae W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov. (MycoBank: 844988) (Fig. 6).

FIG 6.

FIG 6

Samsoniella formicae. (A) Infected ant (Formicidae). (B, C) PDA-containing culture viewed from above (B) and below (C). (D–I) Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–I).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138” N, 107°0'48.42” E). On an ant (Formicidae), 16 November 2020, Wanhao Chen, GZAC KY1104 (holotype), ex-type living cultures, KY11041.

Description: Ant host was completely covered by white mycelium. Conidiophores were mononematous and arose from the lateral hyphae. Colonies on PDA were 5.0 to 5.1 cm in diameter after 14 d at 25°C, white, and comprised of a basal felt and a floccose hyphal overgrowth with the reverse yellowish or pale orange. Prostrate hyphae were smooth, septate, hyaline, and 1.3 to 1.9 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of two. Phialides were 8.3 to 13.5 × 1.2 to 1.8 μm with a cylindrical basal portion and tapered into a short, distinct neck. Conidia were in chains, hyaline, fusiform, one-celled, and 2.5 to 3.2 × 1.6 to 2.2 μm. The sexual state was not observed.

Host: Ant (Formicidae).

Locality: Kaiyang County (27°5'12.138” N, 107°0'48.42” E), Guiyang, Guizhou Province, China.

Etymology: Referring to its ant host.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138” N, 107°0'48.42” E). On an ant (Formicidae), 16 November 2020, Wanhao Chen, KY11042.

Remarks: Samsoniella formicae was easily identified as Samsoniella, according to the phylogenetic analysis of the combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1 and 2), and has a close relationship with S. pupicola and S. guzhouensis. When comparing the typical characteristics, S. formicae was easily distinguished from S. pupicola by its longer phialides (8.3 to 13.5 × 1.2 to 1.8 μm) and its ant host. It was distinguished from S. guzhouensis by its longer phialides (8.3 to 13.5 × 1.2 to 1.8 μm) and its bigger conidia (2.5 to 3.2 × 1.6 to 2.2 μm).

Samsoniella erucae W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov. (MycoBank: 844989) (Fig. 7).

FIG 7.

FIG 7

Samsoniella erucae. (A) Infected caterpillar (Lepidoptera). (B, C) PDA-containing culture viewed from above (B) and below (C). (D–K). Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–K).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138” N, 107°0'48.42” E). On a caterpillar (Lepidoptera), 16 November 2020, Wanhao Chen, GZAC KY1112 (holotype), ex-type living cultures, KY11121.

Description: Synnemata arose from different parts of the insect host. Conidiophores were synnematous and arose from the lateral hyphae of the synnemata. Colonies on PDA were 4.6 to 4.8 cm in diameter after 14 d at 25°C, white, comprised of a basal felt hyphal overgrowth, and powdery in the middle during mass sporulation with the reverse light yellowish. Prostrate hyphae were smooth, septate, hyaline, and 1.4 to 1.9 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of three. Phialides were 6.8 to 13.7 × 1.1 to 1.5 μm with a cylindrical or ellipsoidal basal portion and tapered into a short, distinct neck. Conidia were in chains, hyaline, fusiform to ellipsoidal, one-celled, and 2.3 to 2.9 × 1.1 to 1.5 μm. The sexual state was not observed.

Host: Caterpillar (Lepidoptera).

Locality: Kaiyang County (27°5'12.138” N, 107°0'48.42” E), Guiyang, Guizhou Province, China.

Etymology: Referring to its caterpillar host in the order Lepidoptera.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138” N, 107°0'48.42” E). On a caterpillar (Lepidoptera), 16 November 2020, Wanhao Chen, KY11122.

Remarks: Samsoniella erucae was easily identified as Samsoniella according to the phylogenetic analysis of the combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1). When comparing the typical characteristics, S. erucae was morphologically close to S. coleopterorum by its fusiform to ellipsoidal conidia, and it was distinguished from S. coleopterorum by its longer phialides (6.8 to 13.7 × 1.1 to 1.5 μm) and its bigger conidia (2.3 to 2.9 × 1.1 to 1.5 μm). S. erucae clustered into an independent subclade (Fig. 2) and was distinguished from other species.

Samsoniella guizhouensis W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov. (MycoBank: 844990) (Fig. 8).

FIG 8.

FIG 8

Samsoniella guizhouensis. (A) Infected pupa (Lepidoptera). (B, C) PDA-containing culture viewed from above (B) and below (C). (D–M). Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–M).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, GZAC KY1116 (holotype), ex-type living cultures, KY11161.

Description: Insect pupa was covered completely covered by white mycelium. Conidiophores were mononematous and arose from the lateral hyphae. Colonies on PDA were 4.4 to 4.5 cm in diameter after 14 d at 25°C, white, and comprised of a basal felt and a floccose hyphal overgrowth with the reverse yellowish to pale brown or green. Prostrate hyphae were smooth, septate, hyaline, and 1.3 to 2.5 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of two. Phialides were 4.9 to 7.9 × 1.7 to 2.1 μm with an ellipsoidal basal portion and tapered into a short, distinct neck. Conidia were in chains, hyaline, fusiform, one-celled, and 2.2 to 2.5 × 1.5 to 1.9 μm. The sexual state was not observed.

Host: Pupa (Lepidoptera).

Locality: Kaiyang County (27°5'12.138” N, 107°0'48.42” E), Guiyang, Guizhou Province, China.

Etymology: Referring to its location in Guizhou Province.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, KY11162.

Remarks: Samsoniella guizhouensis was easily identified as Samsoniella, according to the phylogenetic analysis of the combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1), and has a close relationship with S. pupicola and S. formicae. When comparing the typical characteristics, S. guizhouensis was easily distinguished from S. pupicola and S. formicae by its smaller conidia (2.2 to 2.5 × 1.5 to 1.9 μm) and its shorter phialides (4.9 to 7.9 × 1.7 to 2.1 μm).

Samsoniella neopupicola W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov. (MycoBank: 844991) (Fig. 9).

FIG 9.

FIG 9

Samsoniella neopupicola. (A) Infected pupa (Lepidoptera). (B, C). PDA-containing culture viewed from above (B) and below (C). (D–N) Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–N).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, GZAC KY1132 (holotype), ex-type living cultures, KY11321.

Description: Insect host was completely covered by white mycelium. Conidiophores were mononematous and arose from the lateral hyphae. Colonies on PDA were 5.5 to 5.7 cm in diameter after 14 d at 25°C, white, and comprised of a basal felt and a floccose hyphal overgrowth with the reverse yellowish or pale orange. Prostrate hyphae were smooth, septate, hyaline, and 1.2 to 2.4 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of five. Phialides were 8.2 to 11.7 × 1.5 to 2.3 μm with a cylindrical basal portion and tapered into a short, distinct neck. Conidia were in chains, hyaline, fusiform, one-celled, and 2.5 to 3.0 × 1.6 to 2.3 μm. The sexual state was not observed.

Host: Pupa (Lepidoptera).

Locality: Kaiyang County (27°5'12.138” N, 107°0'48.42” E), Guiyang, Guizhou Province, China.

Etymology: Referring to its pupa host in the order Lepidoptera.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, KY11322.

Remarks: Samsoniella neopupicola was easily identified as Samsoniella, according to the phylogenetic analysis of the combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1), and has a close relationship with S. alboaurantia and S. cardinalis. When comparing the typical characteristics, S. neopupicola was easily distinguished from S. alboaurantia by its longer phialides (8.2 to 11.7 × 1.5 to 2.3 μm) and its Lepidoptera pupa host. It was distinguished from S. cardinalis by its smaller phialides (8.2 to 11.7 × 1.5 to 2.3 μm).

Samsoniella tiankengensis W.H. Chen, Y.F. Han, J.D. Liang & Z.Q. Liang, sp. nov. (MycoBank: 844992) (Fig. 10).

FIG 10.

FIG 10

Samsoniella tiankengensis. (A) Infected pupa (Lepidoptera). (B, C) PDA-containing culture viewed from above (B) and below (C). (D–I) Phialides and conidia. Scale bars: 10 mm (B, C) and 10 μm (D–I).

Type: China, Guizhou, Guiyang, Kaiyang County, Monkey-Ear Tiankeng (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, GZAC KY1174 (holotype), ex-type living cultures, KY11741.

Description: Synnemata arose from different parts of the insect pupa. Conidiophores were synnematous and arose from the lateral hyphae of the synnemata. Colonies on PDA were 5.3 to 5.6 cm in diameter after 14 d at 25°C, white to light pink, and comprised of a basal felt and a cottony hyphal overgrowth with the reverse light yellowish. Prostrate hyphae were smooth, septate, hyaline, and 1.5 to 2.5 μm in diameter. Erect conidiophores usually arose from the aerial hyphae. Phialides were solitary or in groups of four. Phialides were 5.4 to 10.4 × 1.3 to 2.2 μm with a cylindrical or subellipsoidal basal portion and tapered into a short, distinct neck. Conidia were in chains, hyaline, ellipsoidal, one-celled, and 2.3 to 2.8 × 1.6 to 1.8 μm. The sexual state was not observed.

Host: Pupa (Lepidoptera).

Locality: Kaiyang County (27°5'12.138” N, 107°0'48.42” E), Guiyang, Guizhou Province, China.

Etymology: Referring to its location in Tiankeng.

Additional strain examined: China, Guizhou, Guiyang, Kaiyang County (27°5'12.138” N, 107°0'48.42” E). On a pupa (Lepidoptera), 16 November 2020, Wanhao Chen, KY11742.

Remarks: Samsoniella tiankengensis was easily identified as Samsoniella according to the phylogenetic analysis of the combined data sets (ITS, LSU, RPB2, TEF) (Fig. 1). When comparing the typical characteristics, S. tiankengensis was morphologically close to S. erucae and S. coleopterorum by its fusiform or ellipsoidal conidia, and it was distinguished from S. erucae and S. coleopterorum by its shorter phialides (5.4 to 10.4 × 1.3 to 2.2 μm), its bigger conidia (2.3 to 2.8 × 1.6 to 1.8 μm), and its pupa host. S. tiankengensis clustered into an independent subclade (Fig. 2) and was distinguished from other species.

DISCUSSION

Monkey-Ear Tiankeng is an important modern refugium. It contains cliffs, caves, and an underground river. Following a vertical distribution pattern, the bottom of Tiankeng is the center of the biodiversity, and the species distribution gradually increases from the pit mouth to the pit bottom, such that it can be used as a natural refuge for organisms in rocky karst, desert, and mountainous areas (26, 27). Previous studies have shown that many species of Ascomycota and Basidiomycota are present in the karst cave (an important refugium) (28, 29). Deng and Wu (30) showed that abundant species of Basidiomycota were found in Tiankeng of Leye County. However, few studies have addressed the species diversity of Ascomycota in Tiankeng.

Cordyceps-like fungi are important Ascomycota that originated in remote mountains and dense forests and have become closely intertwined with people’s lives (31). Cordyceps-like fungi were previously used as traditional medicinal fungi and as a type of health food, and their uses have expanded into other fields, such as biological materials, biochromes, and new bioactive substances, because of the expansion of their members and their host range. The physiological effects of extracts from Cordyceps-like fungi and their active components have been involved in promoting the production of cytokines, such as interleukin and tumor necrosis factor-α, and used for their antioxidant, anticancer, hypolipidemic, hypoglycemic, antifatigue, anti-aging, cholesterol-lowering, blood-pressure-lowering, antidepressant, aphrodisiac, and kidney-protecting properties (32). Cordyceps-like fungi also have broad application prospects in the fields of fungal feed additives, the environment, nano-materials, and biotransformation (33).

In the present study, the species diversity of a Cordyceps-like fungus in Monkey-Ear Tiankeng was investigated. 77 specimens were collected, and 51 strains were isolated. In a combined analysis of ITS sequences and morphological characteristics, 35 strains were identified: Beauveria bassiana (11 strains), B. pseudobassiana (5 strains), Cordyceps tenuipes (5 strains), C. fumosorosea (2 strains), C. cateniannulata (2 strains), C. cateniobliqua (9 strains), and C. javanica (1 strain). A total of 16 strains were clustered into the following genera: Akanthomyces (4 strains), Cordyceps (2 strains), and Samsoniellla (10 strains). More information is needed for further identification. Eight new species: A. araneosus, A. tiankengensis, C. tiankengensis, S. formicae, S. erucae, S. guizhouensis, S. neopupicola, and S. tiankengensis, were established and described according to a multilocus phylogenetic analysis and their morphological characteristics. Our results showed that Cordyceps-like fungi are abundant in Monkey-Ear Tiankeng. Interestingly, the month of the sampling was November, which is not an active period of growth and reproduction for Cordyceps-like fungi, revealing that unconventional time sampling should not be ignored, especially for a special eco-environment, such as Tiankeng. However, further research is needed to confirm whether the diversity of the Cordyceps-like fungi in Tiankeng, especially for the new species, is related to the sampling time and the environment.

Cordyceps-like fungi are all-rounders in their nutrition intake. The nutritional model of Cordyceps-like fungi was found to range from plants (including living plants and plant residues) to animals (especially insects) and even to fungi (34). The initial sources of nutrition of the Cordyceps-like fungi were plants and their residues. Beauveria bassiana is an important traditional medicinal fungus and was successfully applied in biocontrol. Previous studies have revealed that B. bassiana could cause endophytic colonization in plants, induce systemic resistance against plant pathogens, promote plant growth, and enhance the resistance of plants to insect pests (35, 36). Cordyceps fumosorosea is usually used for biocontrol and can enhance plant growth and prevent insect pests (37). Most Cordyceps-like fungi are soil-dwelling microbes (38), and they may play an important role in the cycling of carbon and nutrients in their habitats (39). Previous studies have found that plant diversity in the Tiankeng karst region is characterized by rich species diversity, ancient origins, and characteristics of secondary vegetation (3). The relationship among the Cordyceps-like fungi, plants, and Tiankeng is worthy of further research.

Tiankeng acts as a refugium for biodiversity amid changing global climates, as has been shown in many studies (10, 17). A previous study showed that some ancient (Alsophila spinulosa) and unique plants (cool-adapted plants) are present in Tiankeng (23, 40). Interestingly, abundant Cordyceps-like fungi were found in Monkey-Ear Tiankeng, and the hosts of the new species were relatively simple. Akanthomyces species are often isolated from soil, insects, and spiders (41, 42), and Samsoniella species are often found initiated on a pupa or larva of Lepidoptera, beetles, bees, or ants (43, 44). Furthermore, sampling was performed in November, when the temperature of the environment was lower. Whether these fungi are more ancient than others, have adapted to the cold environment, or have coevolved with their hosts and have special metabolizing processes is worthy of further research.

MATERIALS AND METHODS

Specimen collection and identification.

77 infected insect and spider specimens (named KY1101 to KY1177) were collected from Monkey-Ear Tiankeng (27°5'12.138” N, 107°0'48.42” E), Kaiyang County, Guiyang, Guizhou Province, on 16 November 2020. The area belongs to a subtropical monsoon humid climate zone that receives an annual precipitation of 1,141 to 1,547 mm and has an annual average temperature of 10.6 to 15.3°C (26). The isolation of the strains was conducted as described by Chen et al. (45). Fungal colonies emerging from specimens were isolated and cultured at 25°C for 14 days under 12 h light/12 h dark conditions, following the protocol described by Zou et al. (46). The specimens and the isolated strains were deposited in the Institute of Fungus Resources, Guizhou University (formally Herbarium of Guizhou Agricultural College; code: GZAC), Guiyang City, Guizhou, China.

The macroscopic and microscopic morphological characteristics of the fungi were examined, especially for the arrangement, shape, and measurement of phialides and conidia. The growth rates were also determined from potato dextrose agar cultures incubated at 25°C for 14 days. The hyphae and conidiogenous structures were mounted in lactophenol cotton blue or a 20% lactate solution and observed with an optical microscope (OM, DM4 B, Leica, Germany).

DNA extraction, PCR amplification, and nucleotide sequencing.

DNA extraction was carried out using the Fungal Genomic DNA Extraction Kit (DP2033, BioTeke Corporation) in accordance with Liang et al. (47). The extracted DNA was stored at −20°C. The amplification of the internal transcribed spacer (ITS) region, the large subunit rRNA (LSU) loci, the small subunit rRNA (SSU), the RNA polymerase II largest subunit 2 (RPB2), and the translation elongation factor 1 alpha (TEF) was determined by polymerase chain reaction (PCR) as described by White et al. (48), Castlebury et al. (49), and van den Brink et al. (50), respectively. Primer sequence information is shown in Table S1. The PCR products were purified and sequenced at Sangon Biotech (Shanghai) Co. The resulting sequences were submitted to GenBank (Table 1).

TABLE 1.

Taxa included in the phylogenetic analyses

Species Strain no. GenBank accession no.
Reference
ITS LSU RPB2 TEF
Akanthomyces aculeatus HUA 186145 MF416520 MF416465 62
Akanthomyces aculeatus TS772 KC519371 KC519370 KC519366 63
Akanthomyces araneogenum GZUIFDX2 KU893153 MH978179 MH978185 MH978187 64
Akanthomyces araneogenum GZUIFDX1 KU893152 MH978178 MH978184 64
Akanthomyces araneogenum GZUIFSN1 MH978177 MH978180 MH978186 MH978188 64
Akanthomyces araneosus KY11341 ON502826 ON502832 ON525442 ON525443 This study
Akanthomyces araneosus KY11342 ON502844 ON502837 ON525444 ON525445 This study
Akanthomyces attenuatus CBS 402.78 AJ292434 AF339565 EF468935 EF468782 65
Akanthomyces coccidioperitheciata NHJ 6709 JN049865 EU369042 EU369086 EU369025 65
Akanthomyces farinosa CBS 541.81 AY624180 JQ425686 66
Akanthomyces lecanii CBS 101247 JN049836 AF339555 DQ522466 DQ522359 65
Akanthomyces neocoleopterorum GY11241 MN093295 MN093296 MN097812 MN097813 41
Akanthomyces neocoleopterorum GY11242 MN093297 MN093298 MN097814 MN097815 41
Akanthomyces lepidopterorum SD05151 MT705971 MT705973 MT727044 52
Akanthomyces lepidopterorum SD05152 MT705972 MT705974 MT727045 52
Akanthomyces noctuidarum BCC 36265 MT356072 MT356084 MT477987 MT477978 42
Akanthomyces kanyawimiae TBRC 7244 MF140752 MF140716 MF140836 67
Akanthomyces pissodis CBS 118231 KM283799 KM283864 KM283822 52
Akanthomyces pyralidarum BCC28816 MT356080 MT356091 MT478007 MT477982 42
Akanthomyces sulphureus TBRC 7248 MF140758 MF140722 MF140812 MF140843 67
Akanthomyces thailandicus TBRC 7245 MF140754 MF140809 MF140839 67
Akanthomyces tiankengensis KY11571 ON502848 ON502825 ON525446 ON525447 This study
Akanthomyces tiankengensis KY11572 ON502821 ON502827 ON525448 ON525449 This study
Akanthomyces tortricidarum BCC72638 MT356076 MT356088 MT477992 MT478004 42
Akanthomyces tuberculatus OSC 111002 JN049830 DQ518767 DQ522435 DQ522338 34
Akanthomyces waltergamsii TBRC 7252 MF140748 MF140714 MF140834 67
Ascopolyporus polychrous P.C. 546 DQ118737 DQ118745 68
Ascopolyporus villosus ARSEF 6355 AY886544 DQ118750 68
Beauveria bassiana ARSEF 1564 HQ880761 HQ880905 HQ880974 69
Beauveria brongniartii ARSEF 617 HQ880782 HQ880926 HQ880991 69
Beauveria brongniartii BCC 16585 JN049867 JF415967 JF415991 JF416009 65
Beauveria caledonica ARSEF 2567 HQ880817 AF339520 HQ880961 EF469057 63
Blackwellomyces cardinalis OSC 93609 AY184962 DQ522422 DQ522325 63
Blackwellomyces cardinalis OSC 93610 JN049843 AY184963 EF469106 EF469059 65
Blackwellomyces pseudomilitaris NBRC 101409 JN943305 JN941393 70
Blackwellomyces pseudomilitaris NBRC 101410 JN943307 JN941394 70
Cordyceps amoene-rosea CBS 107.73 AY624168 MG665224 MG665234 67
Cordyceps amoene-rosea CBS 729.73 AY624169 MG665225 MG665235 HM161732 67
Cordyceps bifusispora EFCC 5690 EF468806 EF468909 EF468746 51
Cordyceps bifusispora EFCC 8260 EF468807 EF468910 EF468747 51
Cordyceps cateniannulata CBS 152.83 AY624172 MG665226 JQ425687 67
Cordyceps cateniobliqua CBS 153.83 AY624173 MG665236 JQ425688 67
Cordyceps chiangdaoensis TBRC 7274 KT261393 MF140732 KT261403 67
Cordyceps coleopterorum CBS 110.73 AY624177 JF415988 JF416006 JF416028 66
Cordyceps farinosa CBS 111113 AY624181 FJ765253 GU979973 GQ250022 67
Cordyceps fumosorosea CBS 107.10 AY624184 MG665227 MG665237 HM161735 67
Cordyceps fumosorosea CBS 337.52 EF411219 MG665228 MG665233 67
Cordyceps javanica CBS 134.22 AY624186 MG665231 JQ425683 67
Cordyceps kyusyuensis EFCC 5886 EF468813 EF468917 EF468754 51
Cordyceps militaris OSC 93623 JN049825 AY184966 DQ522332 51
Cordyceps morakotii TBRC 7275 KT261388 MF140730 KT261398 67
Cordyceps morakotii TBRC 7276 KT261390 MF140731 KT261400 67
Cordyceps ninchukispora EFCC 5197 EF468820 EF468760 51
Cordyceps ninchukispora EFCC 5693 EF468821 EF468762 51
Cordyceps oncoperae AFSEF 4358 AF339532 EF468936 EF468785 51
Cordyceps tiankengensis KY11141 ON502831 ON502824 ON525440 This study
Cordyceps tiankengensis KY11142 ON502829 ON502836 ON525441 This study
Cordyceps piperis CBS 116719 AY466442 EU369083 DQ118749 71
Cordyceps pruinosa ARSEF 5413 JN049826 AY184968 DQ522451 DQ522351 65
Cordyceps tenuipes ARSEF 5135 AY624196 JF415980 JF416000 JF416020 65
Gibellula longispora NHJ 12014 EU369075 EU369017 71
Gibellula pulchra NHJ 10808 EU369035 EU369076 EU369018 71
Gibellula ratticaudata ARSEF 1915 DQ518777 DQ522467 DQ522360 71
Hevansia arachnophila NHJ 10469 EU369031 EU369008 71
Hevansia cinerea NHJ 3510 EU369070 EU369009 71
Hevansia novoguineensis NHJ 11923 EU369032 EU369072 EU369013 71
Leptobacillium coffeanum COAD 2057 MF066034 MF066032 72
Leptobacillium coffeanum COAD 2061 MF066035 MF066033 72
Leptobacillium filiforme URM 7918 MH979338 MH979399 73
Purpureocillium lilacinum CBS 284.36 EF468941 EF468792 65
Purpureocillium lilacinum CBS 431.87 HQ842812 EF468844 EF468940 EF468791 51
Samsoniella alboaurantium CBS 240.32 JF415979 JF415999 JF416019 65
Samsoniella alboaurantium CBS 262.58 AB080087 MF416448 MF416497 67
Samsoniella alpina YFCC 5818 MN576809 MN576923 MN576979 74
Samsoniella alpina YFCC 5831 MN576810 MN576924 MN576980 74
Samsoniella antleroides YFCC 6016 MN576803 MN576917 MN576973 74
Samsoniella antleroides YFCC 6113 MN576804 MN576918 MN576974 74
Samsoniella aurantia TBRC 7271 MF140728 MF140818 MF140846 67
Samsoniella aurantia TBRC 7272 MF140727 MF140817 MF140845 67
Samsoniella cardinalis YFCC 5830 MN576788 MN576902 MN576958 74
Samsoniella cardinalis YFCC 6144 MN576786 MN576900 MN576956 74
Samsoniella coleopterorum A19501 MT626376 MN101585 MN101586 43
Samsoniella coleopterorum A19502 MT626625 MN101587 MT642602 43
Samsoniella cristata YFCC 6021 MN576791 MN576905 MN576961 74
Samsoniella cristata YFCC 6023 MN576792 MN576906 MN576962 74
Samsoniella erucae KY11121 ON502828 ON502835 ON525424 ON525425 This study
Samsoniella erucae KY11122 ON502847 ON502822 ON525426 ON525427 This study
Samsoniella formicae KY11041 ON502852 ON525420 ON525421 This study
Samsoniella formicae KY11042 ON502842 ON525422 ON525423 This study
Samsoniella guizhouensis KY11161 ON502823 ON502830 ON525428 ON525429 This study
Samsoniella guizhouensis KY11162 ON502845 ON502846 ON525430 ON525431 This study
Samsoniella hepiali ICMM 82-2 MN576794 MN576908 MN576964 74
Samsoniella hepiali YFCC 661 MN576795 MN576909 MN576965 74
Samsoniella hymenopterorum A19521 MN128224 MT642604 MN101588 43
Samsoniella hymenopterorum A19522 MN128081 MN101590 MN101591 43
Samsoniella inthanonensis TBRC 7915 MF140761 MF140815 MF140849 67
Samsoniella inthanonensis TBRC 7916 MF140760 MF140814 MF140848 67
Samsoniella kunmingensis YHH 16002 MN576802 MN576916 MN576972 74
Samsoniella lanmaoa YFCC 6148 MN576789 MN576903 MN576959 74
Samsoniella lanmaoa YFCC 6193 MN576790 MN576904 MN576960 74
Samsoniella lepidopterorum DL10071 MN128076 MN101593 MN101594 43
Samsoniella lepidopterorum DL10072 MN128084 MT642605 MT642606 43
Samsoniella neopupicola KY11321 ON502843 ON502839 ON525432 ON525433 This study
Samsoniella neopupicola KY11322 ON502834 ON502833 ON525434 ON525435 This study
Samsoniella pseudogunii GY407201 MZ827470 MZ827010 MZ855239 MZ855233 44
Samsoniella pseudogunii GY407202 MZ831863 MZ831865 MZ855240 MZ855234 44
Samsoniella pupicola DY101681 MZ827085 MZ827009 MZ855237 MZ855231 44
Samsoniella pupicola DY101682 MZ827008 MZ827635 MZ855238 MZ855232 44
Samsoniella ramose YFCC 6020 MN576805 MN576919 MN576975 74
Samsoniella tiankengensis KY11741 ON502840 ON502838 ON525436 ON525437 This study
Samsoniella tiankengensis KY11742 ON502849 ON502841 ON525438 ON525439 This study
Samsoniella tortricidae YFCC 6013 MN576807 MN576921 MN576977 74
Samsoniella tortricidae YFCC 6131 MN576806 MN576920 MN576976 74
Samsoniella yunnanensis YFCC 1527 MN576812 MN576926 MN576982 74
Samsoniella yunnanensis YFCC 1824 MN576813 MN576927 MN576983 74
Simplicillium formicae MFLUCC 18–1379 MK766511 MK766512 MK926451 75
Simplicillium lamellicola CBS 116.25 AJ292393 AF339552 DQ522462 DQ522356 51
Simplicillium lanosoniveum CBS 101267 AJ292395 AF339554 DQ522463 DQ522357 51
Simplicillium lanosoniveum CBS 704.86 AF339553 DQ522464 DQ522358 51
Simplicillium obclavatum CBS 311.74 AF339517 EF468798 51

Sequence alignment and phylogenetic analyses.

Lasergene software (version 6.0, DNASTAR) was applied for the assembly and editing of the DNA sequences in this study. ITS, LSU, RPB2, and TEF sequences were downloaded from GenBank, based on Sung et al. (51), Chen et al. (41, 43, 44, 52), Li et al. (53), Aini et al. (42), and others selected on the basis of Basic Local Alignment Search Tool (BLAST) algorithm-based searches in GenBank (Table 1). A single-locus data set was aligned and edited using multiple alignment using fast Fourier transform (MAFFT) v7.037b (54) and Molecular Evolutionary Genetics Analysis version 6 (55). Combined sequences of ITS, LSU, RPB2, and TEF were performed in SequenceMatrix v.1.7.8 (56). The model for the Bayesian analysis was selected using ModelFinder (57) with PhyloSuite software (58).

The combined loci were analyzed using Bayesian inference (BI) and maximum likelihood (ML) methods. For the BI, a Markov chain Monte Carlo (MCMC) algorithm was used to generate phylogenetic trees with Bayesian probabilities for the combined sequence data sets using MrBayes v.3.2 (59). The Bayesian analysis resulted in 20,001 trees after 10,000,000 generations. The first 4,000 trees, representing the burn-in phase of the analyses, were discarded, while the remaining 16,001 trees were used to calculate the posterior probabilities for the majority rule consensus tree. After the analysis was finished, each run was examined using the Tracer v1.5 program (60) to determine the burn-in and to confirm that both runs had converged. The ML analysis was designed with IQ-TREE (61), and the model was automatically selected by the software.

ACKNOWLEDGMENTS

This work was funded by the National Natural Science Foundation of China (31860002), High-level Innovative Talents Training Object in Guizhou Province (Qiankehepingtairencai [2020]6005), Science and Technology Foundation of Guizhou Province (Qiankehejichu [2020]1Y060), Program of Innovative Scientific and technological Talent Team of Guizhou Province (2020-5010), Construction Program of Guizhou Engineering Research Center (Qian Fa Gai Gao Ji 2020-896), and Guizhou Science and Technology Support Project (Qiankehezhicheng [2019]2776).

Footnotes

Supplemental material is available online only.

Supplemental file 1
Table S1. Download spectrum.01975-22-s0001.pdf, PDF file, 0.3 MB (276.9KB, pdf)

Contributor Information

Yan-Feng Han, Email: swallow1128@126.com.

Matthew Zack Anderson, The Ohio State University.

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