Abstract
Pestalotiopsissensu lato, commonly referred to as pestalotiopsis-like fungi, exhibit a broad distribution and are frequently found as endophytes, saprobes and pathogens across various plant hosts. The taxa within pestalotiopsis-like fungi are classified into three genera viz. Pestalotiopsis, Pseudopestalotiopsis and Neopestalotiopsis, based on the conidial colour of their median cells and multi-locus molecular phylogenies. In the course of a biodiversity investigation focusing on pestalotiopsis-like fungi, a total of 12 fungal strains were identified. These strains were found to be associated with stromata of Beauveria, Ophiocordyceps and Tolypocladium in various regions of Taiwan from 2018 to 2021. These strains were evaluated morphologically and multi-locus phylogenetic analyses of the ITS (internal transcribed spacer), tef1-α (translation elongation factor 1-α) and tub2 (beta-tubulin) gene regions were conducted for genotyping. The results revealed seven well-classified taxa and one tentative clade in Pestalotiopsis and Neopestalotiopsis. One novel species, Pestalotiopsismanyueyuanani and four new records, N.camelliae-oleiferae, N.haikouensis, P.chamaeropis and P.hispanica, were reported for the first time in Taiwan. In addition, P.formosana and an unclassified strain of Neopestalotiopsis were identified, based on similarities of phylogeny and morphology. However, the data obtained in the present study suggest that the currently recommended loci for species delimitation of pestalotiopsis-like fungi do not deliver reliable or adequate resolution of tree topologies. The in-vitro mycelial growth rates of selected strains from these taxa had an optimum temperature of 25 °C, but growth ceased at 5 °C and 35 °C, while all the strains grew faster under alkaline than acidic or neutral pH conditions. This study provides the first assessment of pestalotiopsis-like fungi, associated with entomopathogenic taxa.
Key words: DNA sequence data, new species, Pestalotiopsis sensu lato , taxonomy
Introduction
Fungi are ubiquitous and essential components of all ecosystems on Earth and are more significant to human lives than people assume. Fungi interact with various organisms, including different groups of fungi, to acquire nutrients to successfully complete their life cycle (Ariyawansa et al. 2018b; Tsai et al. 2018; Sun et al. 2019; Tsai et al. 2021; Hsu et al. 2022). In recent years, various kinds of fungi have been identified in different ecological niches, but their ecological roles are largely unknown (Grossart et al. 2019).
Sordariomycetes is one of the largest classes of Ascomycota with members occupying the most varied habitats and niches. The genus Pestalotiopsis was initially identified by Steyaert (1949) to accommodate taxa with 5-celled conidia (Liu et al. 2019). Members of this fungal group were traditionally identified, based on the colour density of median conidial cells, apical appendages and conidiogenous cells (Guba 1961; Maharachchikumbura et al. 2014). However, Maharachchikumbura et al. (2014) divided Pestalotiopsis into three genera viz. Pestalotiopsis, Pseudopestalotiopsis and Neopestalotiopsis, based on the results of multi-locus phylogenies inferred using the internal transcribed spacer (ITS), β-tubulin (tub2) and partial translation elongation factor 1-α (tef1-α) gene regions, coupled with morphological features and regarded it as Pestalotiopsissensu lato (also known as pestalotiopsis-like fungi). These species are widely distributed in tropical and temperate regions (Maharachchikumbura et al. 2014). Pestalotiopsis-like fungi commonly occur on living plants as pathogens and endophytes or are saprobic on dead plant materials (Maharachchikumbura et al. 2011). Some species of pestalotiopsis-like fungi have been reported as mycoparasites (Xie et al. 2014; Li et al. 2017), while several taxa have been identified as human and insect pathogens (Lv et al. 2011; Monden et al. 2013).
Taiwan is an island in the western Pacific Ocean. The rich diversity of fungal taxa (over 6,670 fungal species) in Taiwan has been frequently reported (Chen et al. 2021; Chen et al. 2022; Hsiao et al. 2022; Huang and Chien 2022). We have been studying pestalotiopsis-like fungi in Taiwan with the aim of providing a natural classification and determining their ecological roles (Ariyawansa et al. 2018b; Tsai et al. 2018; Sun et al. 2019; Tsai et al. 2021; Hsu et al. 2022). However, no published studies have investigated species of pestalotiopsis-like fungi allied with entomogenous fungi. During our investigation of the biodiversity of pestalotiopsis-like fungi in Taiwan, we identified a total of 12 fungal conidia with morphology similar to pestalotiopsis-like fungi. These were found associated with stromata of entomopathogenic fungi. Therefore, the primary objective of this study was to determine the identification and placement of these fungi in Pestalotiopsissensu lato, based on DNA sequence-based phylogeny coupled with morphological data. Furthermore, to gain a better understanding of their biology, experiments were conducted to determine the optimal temperature and pH conditions required for mycelial growth of the isolated fungal strains under laboratory conditions.
Materials and methods
Sample collection, fungal isolation and morphological examination
During an exploration of pestalotiopsis-like fungi between 2018 and 2021 in Taiwan (including Hsinchu County, New Taipei City, Pingtung County, Taichung City, Taoyuan City and Yilan County), fungal spores that are morphologically similar to pestalotiopsis-like fungi were observed on stromata of entomopathogenic fungal species (Fig. 1J, K). The stromata of entomopathogenic fungal species with spores of pestalotiopsis-like fungi were initially mounted in distilled water and separated spores were isolated using the single spore isolation technique as detailed in Choi et al. (1999).
Figure 1.
The habitat of Pestalotiopsis and Neopestalotiopsis species, situated on the stromata of entomopathogenic fungi. Specimens AOphiocordyceps sp. NTUPPMH 18-160 BBeauveria sp. NTUPPMH 18-161 CTolypocladium sp. NTUPPMH 21-055 DOphiocordyceps sp. NTUPPMH 21-054 EOphiocordyceps sp. NTUPPMH 21-053 FOphiocordyceps sp. NTUPPMH 18-164 G, H the section of conidioma of Ophiocordyceps sp. showing the location of conidia of pestalotiopsis-like fungi (red arrow). Scale bars: 100 μm (G); 20 μm (H).
To further study the morphological features of the isolated pestalotiopsis-like fungi, strains were first inoculated on carnation-leaf agar (CLA) (sterile carnation leaf placed on 2% water agar) and incubated at 25 °C with blue light exposure to induce sporulation (Strobel et al. 1996). The conidiomata were placed on a slide and observed through an optical microscope (Olympus DP27) with a digital camera (Olympus BX51). Conidia were imaged and measured with cellSense Standard software (Olympus); 30 measurements were performed for each structure and are shown in Suppl. material 1: table S1.
DNA extraction, PCR and sequencing
Isolates were inoculated on potato dextrose agar (PDA) media and incubated at 25 °C in the dark for seven days. Fresh mycelia were harvested and the genomic DNA were extracted from fresh mycelium using EasyPure Genomic DNA Spin Kit (Bioman), following the manufacturer’s protocol (Bioman Scientific Co., Ltd).
PCR amplification was carried out in a 25 μl reaction containing 12.5 μl of 2× Taq Mix-RED (Bioman), 9.5 μl of ddH2O, 1 μl of each forward and reverse primer and 1 μl of fungal DNA. Three DNA loci used previously for characterisation of pestalotiopsis-like fungi were selected: ITS, tub2 and tef1-α. Primer sets and touchdown PCR conditions used to amplify ITS, tub2 and tef1-α gene loci are listed in Suppl. material 1: table S4.
Strain selection, sequence alignment and phylogenetic analyses
Newly-generated sequence data in this study were observed and manually adjusted via BioEdit version 7.2.5 (Hall et al. 2011; http://bioedit.software.informer.com/) to check the quality of the sequences. Additional related sequences of pestalotiopsis-like fungi were downloaded from GenBank (https://www.ncbi.nlm.nih.gov/nuccore) based on recent publications (Solarte et al. 2018; Fiorenza et al. 2022; Jiang et al. 2022a, 2022b; Peng et al. 2022; Tian et al. 2022; Xiong et al. 2022; Zhang et al. 2022; Guterres et al. 2023; Sun et al. 2023) and are listed in Suppl. material 1: tables S2, S3. Multiple sequence alignments were carried out using MAFFT version 7 (http://mafft.cbrc.jp/alignment/server/index.html) with default settings. To identify closely-associated taxa, single gene phylogenies were inferred for ITS, tub2 and tef1-α, then sequences of these loci were concatenated to conduct a multi-locus analysis including Maximum Likelihood (ML), Maximum Parsimony (MP) and Bayesian Inference (BI) methods.
For the ML analysis, the best-fit substitution models (Suppl. material 1: table S5) were executed for each gene region under the Akaike Information Criterion (AIC) with the nexus-formed partition file from the Model Selection of the IQ-TREE web server (Trifinopoulos et al. 2016; http://iqtree.cibiv.univie.ac.at/). ML trees were inferred with 1,000 bootstrap tests using the ultrafast algorithm in the IQ-TREE and Maximum Likelihood bootstrap (MLB) values ≥ 70% were indicated at each node. MP phylogenetic trees were inferred using the heuristic search option with 1,000 random sequence additions via PAUP version 4.0a169 (Swofford 2003) and Maximum Parsimony bootstrap (MPB) values ≥ 70% were indicated at each node of the final tree obtained from MP analysis.
For the BI analyses, the best evolutionary model was decided under the AIC via MrModelTest version 2.3 (Nylander 2004) and shown in Suppl. material 1: table S5. MrBayes version 3.2.5 (Ronquist et al. 2012) was used to generate Bayesian phylogenetic trees under optimal criteria per partition and posterior probabilities (PP) were determined by Markov Chain Monte Carlo (MCMC) sampling methods. MCMC analysis settings followed previous studies (Tsai et al. 2018, 2021) and four simultaneous Markov chains were initially run for 100,000,000 generations and for every 1000th generation, a tree was sampled (critical value for the topological convergence diagnostic set to 0.01, options of “Bstoprule = yes” and “Bstopval = 0.01”); the MCMC heated chain was set with a “temperature” value of 0.15. The distribution of log-likelihood scores was examined using the Tracer 1.7 programme to determine the stationary phase for each search and to decide whether extra runs were required to achieve convergence (Rambaut et al. 2018). All sampled topologies beneath the asymptote (20%) were discarded as part of a burn-in procedure and the remaining trees were used to calculate PPs in the majority rule consensus tree. All phylogenetic trees and related data files were examined and visualised using FigTree version 1.4.4 (http://tree.bio.ed.ac.uk/software/figtree) and modified using Adobe Illustrator version cc 2022 (https://www.adobe.com/tw/products/illustrator.html).
Species delimitation analyses
To determine species delimitations in pestalotiopsis-like fungi, Genealogical Concordance Phylogenetic Species Recognition (GCPSR) was applied (Dettman et al. 2003). Based on the GCPSR principle, species should be recognised when they satisfy one criterion of genealogical concordance or genealogical non-discordance (Dettman et al. 2003; Tsai et al. 2018, 2021). Genealogical concordance was determined if phylogenetic clades were present within at least some gene trees; non-discordance was acknowledged if phylogenetic clades had strong statistical support (MLB ≥ 70%; MPB ≥ 70%; PP ≥ 0.95) in a single locus without conflict at or above this supportive level in any other single-gene trees (Tsai et al. 2018, 2021).
To infer recombination within novel pestalotiopsis-like fungi, the pairwise homoplasy index test (PHI, Фw) (Bruen 2005) and phylogenetic network analysis (Hilário et al. 2021a, 2021b) were employed. The PHI test was used to select hypothesised “species”/populations to infer the occurrence of sexual recombination, based on the standard of incongruence amongst individual single-gene lineages to deduce the recombination level within the complex and between every pair of clades via SplitsTree version 4.16.1 (Huson and Bryant 2006; Hilário et al. 2021b). Results of the PHI index were considered to demonstrate significant recombination occurring with a threshold below 0.05 (Фw < 0.05). Phylogenetic network analyses were implemented using the LogDet transformation and the NeighborNet algorithm options in SplitsTree software to visualise the relationships between closely-related taxa (Hilário et al. 2021a, 2021b).
Mycelial growth test
In total, eight strains representing eight taxa identified in this study were selected to determine the growth rate of mycelia. A 4 mm-diam. mycelial disc was aseptically excised from the edge of the culture and placed at the centre of a PDA media (12 ml in a 9 mm diam. Petri dish). After incubation at 25 °C in the dark for seven days, the diameter of the cultures was measured and two independent tests were conducted with five replicates per trial.
Temperature and pH effects on mycelial growth
The same fungal strains, inoculation method and measurement standards used in the mycelial growth test were also used to evaluate the effects of temperature and pH on fungal growth.
Further details for each assessment are described below. The effect of temperature on radial mycelial growth was measured on the seventh day after inoculation at 5, 10, 15, 20, 25, 30, 35 and 40 °C in the dark. All single inoculations were conducted on Petri dishes of 12 ml PDA media. The test was performed twice with five replicates per trial.
The optimal pH for mycelial growth was tested at pH 3, 5, 7, 9 and 11. The PDA plates were heated prior to sterilisation and the pH values were adjusted with 1 M hydrochloric acid (HCl) and 1 M sodium hydroxide (NaOH) solutions. The tested cultures were incubated at 25 °C in the dark for seven days and colony sizes were measured. The test was conducted twice with five replicates per trial.
Statistical analysis
Data were processed using Microsoft Excel 2021 to compute the mean and standard deviation. Data analysis was performed with SAS University Edition (version 3.8), utilising one-way analysis of variance (ANOVA) and the mean values were compared using Tukey’s HSD (honestly significant difference) test (α = 0.05) following Tsai et al. (2021).
Results
Fungal observation and isolation
In total, 12 strains of pestalotiopsis-like fungi associated with the stromata of the entomopathogenic fungi were successfully isolated (Suppl. material 1: table S1 and Fig. 1). Pure cultures of these strains were used in subsequent experiments to understand their molecular taxonomy, biology and diversity.
Phylogenetic analysis
ITS sequence data were used for initial identification of the genera of pestalotiopsis-like fungal strains in the present study. Based on the ITS sequence results, 12 strains identified in this study were categorised into two pestalotiopsis-like fungal genera: Pestalotiopsis and Neopestalotiopsis. Subsequently, to determine the phylogenetic placement of these strains, two different datasets were prepared using the concatenated data matrices of ITS, tub2 and tef1-α gene regions to separately represent the phylogenies.
Figs 2, 3 are the phylogenetic trees obtained in different analyses (ML, MP and BI) using concatenated data matrices. In the multi-locus phylogenies, the topologies of the trees inferred for the individual genes were checked visually to confirm that the general tree topologies of the single-gene datasets (Suppl. material 2: figs S5–S10) were similar to each other and resembled the trees obtained from the combined gene dataset alignments.
Figure 2.
ML phylogenetic tree of Pestalotiopsis obtained from the concatenated DNA sequence data of ITS, tub2 and tef1-α genes implemented in IQ-TREE. ML bootstrap values (MLB) ≥ 70%, Maximum Parsimony bootstrap (MPB) values ≥ 70% and Bayesian Posterior Probabilities (PP) ≥ 0.95 are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Neopestalotiopsisprotearum (CBS 114178) was used as an outgroup. The new isolates are in red and taxa representing ex-type cultures are in bold.
Figure 3.
ML Phylogenetic tree of genus Neopestalotiopsis attained from the concatenated DNA sequence data of ITS, tub2 and tef1-α loci implemented via IQ-TREE. ML bootstrap values (MLB) ≥ 70%, Maximum Parsimony bootstrap (MPB) values ≥ 70% and Bayesian Posterior Probabilities (PP) ≥ 0.95 are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Pseudopestalotiopsistheae (MFLUCC 12-0055) was used as an outgroup. The new isolates are in red and taxa representing ex-type cultures are in bold.
Phylogeny of Pestalotiopsis
A total of 160 strains representing 118 accepted species and one unclassified taxon were comprised in the final alignment matrix of Pestalotiopsis. Neopestalotiopsisprotearum CBS 114178 was assigned as the outgroup taxon (Xiong et al. 2022; Sun et al. 2023). The final dataset was comprised of 1,458 characters (ITS: 550; tub2: 457; tef1-α: 451), of which 885 characters were constant, 129 variable characters were parsimony-uninformative and 444 were parsimony-informative characters. A best-scoring ML tree resulted in a final ML optimisation value of likelihood of –12523.681; MLB values are presented in Fig. 2. The parsimony analysis of the data matrix resulted in two equally parsimonious trees and the support values of the first tree (tree length, TL = 1,954 steps; consistency index, CI = 0.442; retention index, RI = 0.817; rescaled consistency index, RC = 0.361; homoplasy index, HI = 0.558) and MPB values are presented in Fig. 2. The Bayesian analysis resulted in 69,660 trees after 6,966,000 generations of topological convergence. The first 13,932 trees were discarded, as the burn-in phase of the analyses, whereas the remaining trees were used for computing Bayesian PPs in the majority rule consensus tree, which are shown in Fig. 2. All methods achieved almost the same topology at the species level in compliance with previous studies based on ML, MP and BI (Maharachchikumbura et al. 2014; Tsai et al. 2021; Sun et al. 2023).
Remarkably, two newly-isolated strains in this study (NTUPPMCC 18-165 and 22-012) formed a distinct clade basal to species clades of P.castanopsidis, P.cyclobalanopsidis, P.guizhouensis, P.jesteri and P.montellica with high statistical support in the single-locus and concatenated data matrices. Thus, the new lineage is introduced as Pestalotiopsismanyueyuanani (Fig. 2). A single strain, NTUPPMCC 18-162, was resolved in the clade including the type strain P.hispanica (CBS 115391), while one isolate (NTUPPMCC 21-056) clustered within the species clade P.formosana (NTUCC 17-009, NTUCC 17-010 and NCYU 19-0353) with high statistical support. Furthermore, the isolate NTUPPMCC 21-054, used in the present study, formed a clade basal to the clade containing the ex-type strains of P.chamaeropis (CBS 186.71) and P.daliensis (CGMCC 3.23548) with high statistical support in the phylogenetic tree, based on concatenated dataset. The two new isolates (NTUPPMCC 18-160 and NTUPPMCC 21-055), produced in this study, clustered with the strains containing the ex-type strain of P.trachycarpicola (IFRDCC 2440) and several representative strains of the species (MFLU 18-2524 and NTUCC 18-004) plus ex-type strains of P.kenyana (CBS 442.67), P.oryzae (CBS 353.69) and P.rhodomyrtus (HGUP 4230) in ITS, tub2 and multi-locus phylogenies.
Phylogeny of Neopestalotiopsis
In total, 152 strains representing 74 accepted Neopestalotiopsis species constituted the final DNA alignment matrix of Neopestalotiopsis. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as the outgroup taxon following a recent publication (Guterres et al. 2023). The dataset had 1,440 characters (ITS: 507; tub2: 407; tef1-α: 523), of which 1,011 characters were constant, 173 variable characters were parsimony-uninformative and 256 were parsimony-informative characters. A best-scoring ML tree resulted in a final ML optimisation value of likelihood of –8052.524 and the final ML tree with MLB values were given in Fig. 3. Parsimony analysis of the data matrix resulted in two equally parsimonious trees and the support values belong to the first tree (TL = 990 steps; CI = 0.547; RI = 0.759; RC = 0.415; HI = 0.453) and the MPB values are shown in Fig. 3. The Bayesian analysis obtained 1,000,000 trees after 100,000,000 generations following topological convergence. The burn-in phase of the analyses showed that the first 20% of trees were discarded and the remaining trees were used for calculating PP in the majority rule consensus tree and the final PP values are plotted in Fig. 3.
However, as mentioned in previous studies and as observed in the present study, the topologies of the Neopestalotiopsis phylogenetic trees obtained from all analyses (ML, MP and BI) were unstable and had low statistical support and short branch lengths (Maharachchikumbura et al. 2014; Solarte et al. 2018; Tsai et al. 2021; Fiorenza et al. 2022; Peng et al. 2022; Santos et al. 2022; Zhang et al. 2022). Nevertheless, most of the strains generated in this study formed several consistent clades in both single- and multi-locus analysis. A single isolate (NTUPPMCC 18-166) included in the present study formed a well-supported clade with the ex-type strain of N.camelliae-oleiferae CSUFTCC 81, while three isolates (NTUPPMCC 18-163, NTUPPMCC 18-164 and NTUPPMCC 21-057) clustered with the ex-type strain of N.haikouensis SAUCC 212271 with robust statistical support. In addition, one isolate (NTUPPMCC 18-161) formed a distinct clade basal to the clades containing ex-type strains of N.asiatica (MFLUCC 12-0286), N.chrysea (MFLUCC 12-0261), N.macadamiae (BRIP 63737c) and N.umbrinospora (MFLUCC 12-0285) in multi-locus phylogenetic trees obtained from all analyses (ML, MP and BI). However, the NTUPPMCC 18-161 strain did not consistently form clades in most of the single-locus trees when compared with the results of multi-locus analysis (Suppl. material 2: figs S8–S10). Due to the uncertainty of phylogenetic placement, Neopestalotiopsis strain NTUPPMCC 18-161, isolated in this study, was not classified to species level.
Taxonomy
. Pestalotiopsis chamaeropis
Maharachch., K.D. Hyde & Crous, 2014
C11C33AE-8D6E-5E83-ADA1-5EFF86A6603C
Figure 4.
Pestalotiopsischamaeropis (NTUPPMCC 21-054 = CD09) A the original habitat of Pestalotiopsischamaeropis; the stroma of Ophiocordyceps sp. B top view (left) and bottom view (right) of the colony on potato dextrose agar (PDA) after incubation for seven days C conidiomata on carnation leaf D, E conidiogenous cells and immature conidia F–I conidia. Scale bars: 250 μm (C); 20 μm (D–I).
Description.
On carnation leaves (Dianthuscaryophyllus) supplanted on WA (NTUPPMCC 21-054). Sexual morph was not observed in culture. Asexual morph: Conidiomata acervular, globose, semi-immersed, solitary or gregarious, 200–350 μm diam.; oozing globose, black conidial masses. Conidiophores obclavate to subcylindrical, 1–3-septate, branched, hyaline, smooth, sometimes merged to conidiogenous cells. Conidiogenous cells oval to cylindrical or fusiform, hyaline, smooth, (4.8–)5.1–5.7(–5.9) × (20–)21.3–23.9(–25.5) μm, x– ± SD = 5.4 ± 0.3 × 22.6 ± 1.3 μm. Conidia fusoid, straight or slightly curved, 4-septate, smooth, (2.4–)3.2–5(–5.4) × (4.6–)6.2–10.5(–12.4) μm, x– ± SD = 4.1 ± 0.9 × 8.4 ± 2.2 μm, bearing appendages; basal cell obconic with a truncate base, hyaline, thin-walled, (3.7–)4.2–5.4(–6.2) μm long, x– ± SD = 4.8 ± 0.6 μm; three median cells subcylindrical, pale brown, concolourous, thick-walled, the first median cell from base (3.8–)4.1–4.7(–5) μm long (x– ± SD = 4.4 ± 0.3 μm), the second median cell (4–)4.2–4.8(–5.3) μm long (x– ± SD = 4.5 ± 0.3 μm), the third median cell (3.9–)4.3–5(–5.2) μm long (x– ± SD = 4.6 ± 0.3 μm), together (12–)12.8–14.2(–15.1) μm long (x– ± SD = 13.5 ± 0.7 μm); apical cell conical to subcylindrical with a truncate or acute apex, hyaline, thick-walled, (3.6–)4–4.7(–5.1) μm long (x– ± SD = 4.3 ± 0.4 μm). Appendages tubular, hyaline, straight or slightly bent, apical appendage 2–3 (mostly 3), unbranched, (8.8–)10.8–17.2(–23.9) μm long (x– ± SD = 14.0 ± 3.2 μm), basal appendage 1–2 (mostly single), centric, unbranched, (2.9–)4.5–7.7(–10.0) μm long (x– ± SD = 6.1 ± 1.6 μm).
Culture characteristics.
Colonies on PDA reaching 71.3 mm diam. on average after culturing at 25 °C in the dark for seven days, flat with smooth edge, aerial mycelium dense, white; reverse similar in colour.
Materials examined.
Taiwan, Taichung City, Heping District, Yuanzui Mountain, on stroma of Ophiocordyceps sp. parasitic on a cocoon (Lepidoptera), 6 July 2021, Ming-Syun Wu, living culture NTUPPMCC 21-054 (= CD09).
Notes.
For ML, MP and BI with both single locus and concatenated datasets used in the present study, isolate NTUPPMCC 21-054 formed a clade sister to the clade containing the ex-type strains of P.chamaeropis (CBS 186.71) and P.daliensis (CGMCC 3.23548) with high statistical support. However, we did not find clear morphological support to consider our isolate as a separate species because NTUPPMCC 21-054 showed overlapping morphologies with both P.chamaeropis (CBS 186.71) and P.daliensis (CGMCC 3.23548) (Suppl. material 1: table S6). Therefore, giving priority to the oldest name between P.chamaeropis and P.daliensis, we tentatively named NTUPPMCC 21-054 as P.chamaeropis rather than introducing it as a new species. To the best of our knowledge, this is the first report of P.chamaeropis in Taiwan.
. Pestalotiopsis formosana
H.A. Ariyaw. & K.D. Hyde, 2018
5B0916F9-EA29-551F-B139-C5E3D7C24F62
Figure 10.
Conidial morphology of Pestalotiopsisformosana (A, B NTUPPMCC 21-056), Pestalotiopsistrachycarpicola (C NTUPPMCC 18-160 D NTUPPMCC 21-055) and Neopestalotiopsis sp. (E NTUPPMCC 18-161), isolated from entomopathogenic fungi in this study. Scale bars: 20 μm (A–E).
Description.
See Suppl. material 1: table S1.
Materials examined.
Taiwan, Hsinchu County, Jianshi Township, Ptlaman Mountain, on stroma of Ophiocordyceps sp. parasitic on an insect (Coleoptera), 28 July 2021, Li-Hong Chen, living culture NTUPPMCC 21-056 (= CD11).
Notes.
Morphological features of Pestalotiopsisformosana (NTUPPMCC 21-056), obtained in this study, overlap with the original taxonomic description of P.formosana in Ariyawansa and Hyde (2018). Hence, considering both the phylogeny, based on DNA sequence data and morphological characterisation, NTUPPMCC 21-056 was recognised as Pestalotiopsisformosana.
. Pestalotiopsis hispanica
F. Liu, L. Cai & Crous
E2B6591A-7548-5500-AC97-5D488193A1F9
Figure 5.
Pestalotiopsishispanica (NTUPPMCC 18-162 = CD03) A the original habitat of Pestalotiopsishispanica; the stroma of Ophiocordyceps sp. B top view (left) and bottom view (right) of the colony on potato dextrose agar (PDA) after incubation for seven days C conidiomata on carnation leaf D, E conidiogenous cells and immature conidia F–I conidia. Scale bars: 250 μm (C); 10 μm (D–I).
Description.
On carnation leaves (Dianthuscaryophyllus) supplanted on WA (NTUPPMCC 18-162). Sexual morph was not observed in culture. Asexual morph: Conidiomata acervular, globose, solitary or gregarious, semi-immersed, 100–500 μm diam.; oozing globose to clavate, black conidial masses. Conidiophores subcylindrical, hyaline, smooth, annelidic, indistinct and frequently merged to conidiogenous cells. Conidiogenous cells long pyriform to cylindrical, hyaline, smooth, (1.8–)2.0–3.7(–5.6) × (6.3–)9.7–17.2(–23.2) μm, x– ± SD = 2.9 ± 0.8 × 13.5 ± 3.8 μm. Conidia fusoid, straight or slightly curved, 4-septate, smooth, (4.7–)5.5–6.5(–7.5) × (21.1–)22.4–25.4(–27.4) μm, x– ± SD = 6.0 ± 0.5 × 23.9 ± 1.5 μm, bearing appendages; basal cell obconic with a truncate base, hyaline or pale brown, thin-walled, (0.8–)4.0–6.1(–6.6) μm long, x– ± SD = 5.0 ± 1.0 μm; three median cells long doliiform to subcylindrical, pale brown, concolourous, thick-walled, the first median cell from base (4.1–)4.5–5.3(–5.8) μm long (x– ± SD = 4.9 ± 0.4 μm), the second median cell (3.8–)4.3–5.0(–5.3) μm long (x–± SD = 4.6 ± 0.3 μm), the third median cell (4.3–)4.6–5.4(–6.3) μm long (x– ± SD = 5.0 ± 0.4 μm), together (12.7–)13.7–15.2 (–16.0) μm long (x– ± SD = 14.5 ± 0.8 μm); apical cell conical to subcylindrical with a truncate or acute apex, hyaline, thick-walled, (3.5–)3.8–4.7(–5.2) μm long (x– ± SD = 4.3 ± 0.5 μm). Appendages tubular, hyaline, straight or slightly bent, apical appendage 2–3, unbranched, (8.5–)12.1–18.7(–24.9) μm long (x– ± SD = 15.4 ± 3.3 μm), basal appendage 1–3 (mostly single), centric, unbranched (rarely branched), (2.5–)3.2–6.1(–8.8) μm long (x– ± SD = 4.7 ± 1.4 μm).
Culture characteristics.
Colonies on PDA reaching 71.9 mm diam. on average after culturing at 25 °C in the dark for seven days, circular, flat with slightly undulate edge, aerial mycelium dense, white; reverse yellowish.
Materials examined.
Taiwan, Taoyuan City, Dongyanshan, on the stroma of Ophiocordyceps sp. parasitic on an insect (Hymenoptera), 7 October 2018, Wei-Yu Chuang, living culture NTUPPMCC 18-162 (= CD03).
Notes.
Multi-locus phylogenetic analysis indicated that strain NTUPPMCC 18-162 was clustered in the same clade with the ex-type strain of P.hispanica CBS 115391 with absolute statistical support (MLB = 100%, MPB = 100%, PP = 1.00). Even though the DNA sequences of ITS (100%), tub2 (99.22%) and tef1-α (100%) genes of NTUPPMCC 18-162 were very similar to the ex-type strain of P.hispanica (CBS 115391), the morphology of our strain is somewhat different from the original description of P.hispanica (holotype CBS H-23554) published by Liu et al. (2019). For instance, NTUPPMCC 18-162 has longer apical appendages (12–18 μm versus 2–14 μm) and contains higher numbers of basal appendages (0–1 versus 0–3) (Suppl. material 1: table S7) compared to the P.hispanica holotype CBS H-23554. However, P.hispanica was originally isolated from Protea cv. ‘Susara’ (Proteaceae) and collected in Spain, while NTUPPMCC 18-162 was isolated from the stroma of Ophiocordyceps sp. in Taiwan. Different locations, nutrition modes and natural habitats might have affected the morphology of these two strains. Therefore, considering the identity of the DNA sequences data, we classify NTUPPMCC 18-162 as P.hispanica and, to the best of our knowledge, this is the first report of P.hispanica in Taiwan.
. Pestalotiopsis manyueyuanani
S.Y. Hsu, Y.C. Xu, W.Y. Chuang & Ariyawansa sp. nov.
19CFA536-5680-55BF-835C-713BDB020024
MycoBank No: 849030
Figure 6.
The morphology of PestalotiopsismanyueyuananiA the original habitat of conidia of Pestalotiopsismanyueyuanani; stroma of Ophiocordyceps sp. B top view (left) and bottom view (right) of the colony on potato dextrose agar (PDA) after incubation for seven days C formation of conidiomata on carnation leaf D, E conidiogenous cells and immature conidia F–K conidia L–N germinated conidia. Scale bars: 250 μm (C); 10 μm (D–K); 20 μm (L–N).
Etymology.
The specific epithet ‘manyueyuanani’ is based on the place the fungus was originally collected.
Typification.
Taiwan, New Taipei City, Manyueyuan National Forest Recreation Area, on stroma of Ophiocordyceps sp. parasitic on an insect (Cletus sp., Hemiptera), 25 May 2018, Wei-Yu Chuang, holotype, NTUPPMH 18-165 (permanently preserved in a metabolically inactive state), ex-holotype NTUPPMCC 18-165 (= CD07). ibid., ex-isotype NTUPPMCC 22-012.
Description.
Based on the morphology of ex-holotype 18-165 growing on carnation leaves (Dianthuscaryophyllus) supplanted on WA. Sexual morph was not observed on culture. Asexual morph: Conidiomata acervular, globose, scattered, solitary, semi-immersed, black, < 30–100 μm diam.; oozing globose to subcylindrical, black conidial masses. Conidiophores pyriform to subcylindrical, hyaline, smooth, indistinct and frequently merged to conidiogenous cells. Conidiogenous cells ampulliform to spherical, hyaline, smooth, (2.8–)3.8–5.3(–6.0) × (6.8–)8.2–12.4(–14.7) μm, x– ± SD = 4.6 ± 0.7 × 10.3 ± 2.1 μm. Conidia fusoid, straight or slightly curved, 4-septate, smooth, slightly constricted at the septa, (6.7–)7.4–9.2(–10.4) × (22.5–)24.6–30.0(–32.7) μm, x– ± SD = 8.3 ± 0.9 × 27.3 ± 2.7 μm, bearing appendages; basal cell obconic with a truncate base, hyaline or pale brown, thin-walled, (2.9–)3.5–4.7(–5.3) μm long, x– ± SD = 4.1 ± 0.6 μm; three median cells doliiform to subcylindrical, pale brown to brown, concolourous, thick-walled, the first median cell from base (5.3–)5.8–7.9(–9.2) μm long (x– ± SD = 6.9 ± 1.0 μm), the second median cell (4.1–)4.9–6.6(–7.8) μm long (x– ± SD = 5.7 ± 0.9 μm), the third median cell (4.3–)5.5–7.3(–8.6) μm long (x– ± SD = 6.4 ± 0.9 μm), together (15.1–)16.7–21.2 (–24.5) μm long (x– ± SD = 18.9 ± 2.3 μm); apical cell conical with an acute apex, hyaline, thick-walled, (2.2–)3.3–5.1(–5.8) μm long (x– ± SD = 4.2 ± 0.9 μm). Appendages tubular, hyaline, unbranched, straight or slightly bent, apical appendage single (rarely two), (3.9–)8.7–16.8(–19.1) μm long (x– ± SD = 12.8 ± 4.0 μm), lateral appendages 1–4 (mostly 2, occasionally absent), forming from apical cell, arising above the septum dividing the apical cell and the third median cell, (5.4–)7.3–13.4(–15.4) μm long (x– ± SD = 10.3 ± 3.0 μm), basal appendage single (occasionally absent), centric, (1.8–)2.7–5.5(–6.5) μm long (x– ± SD = 4.1 ± 1.4 μm). Germinating conidia pattern, solitary or multiple, forming from inflated apical cell or median cells.
Culture characteristics.
Colonies on PDA reaching 18–24 mm diam. after culturing at 25 °C in the dark for seven days, circular, flat with entire to slightly undulate edge, aerial mycelium sparse, yellowish to orange in the centre, whitish at the margin; reverse similar in colour.
Notes.
Pestalotiopsismanyueyuanani sp. nov. is a representative of Pestalotiopsis in having pale brown to brown, concolourous median cells without knobbed apical appendages. In both single and concatenated gene analysis, two isolates of P.manyueyuanani clustered in a distinct clade with strong statistical support basal to the clade comprising P.castanopsidis CFCC 54384 and CFCC 54430, P.cyclobalanopsidis CFCC 54328, P.guizhouensis CFCC 54803, P.jesteri CBS 109350 and P.montellica MFLUCC 12-0279 (Fig. 2 and Suppl. material 2: figs S5–S7). However, P.manyueyuanani has overlapping conidial morphologies with P.castanopsidis, P.cyclobalanopsidis, P.eleutherococci, P.guizhouensis, P.jesteri, P.lijiangensis and P.montellica, showing that these taxa are cryptic species as shown in Suppl. material 1: table S8. At present, the species limitations of cryptic taxa are widely determined by phylogenies, based on single/multi-locus sequence data together with ecology (including host range and pathogenicity), distribution or physiology (Crous et al. 2015; Tsai et al. 2018). Apart from the unique placement in phylogenetic inference, P.manyueyuanani differs from other taxa clustered as mentioned above, by host and distribution (Suppl. material 1: table S2). In addition, to further support our hypothesis, we also implemented PHI tests to determine if there are any occurrences of sexual recombination between P.manyueyuanani and its closely-related taxa (P.castanopsidis, P.cyclobalanopsidis, P.eleutherococci, P.guizhouensis, P.jesteri, P.lijiangensis and P.montellica). The PHI tests indicated that there were no significant recombinations detected within tested groups (Fig. 7, ITS: Фw = 0.5665; tub2: Фw = 0.7653; tef1-α: Фw = 0.6276), supporting reproductive isolation within the phylogenetically closely-related groups. Therefore, based on these observations, we introduce P.manyueyuanani (NTUPPMCC 18-165 and NTUPPMCC 22-012) as a novel species in the genus Pestalotiopsis.
Figure 7.
Split graphs showing the results of PHI tests for three gene regions (AITSBtub2Ctef1-α) of Pestalotiopsismanyueyuanani with their phylogenetically closely -related species using LogDet transformation and splits decomposition options. The new taxon in each graph is shown in red and taxa representing ex-type strains are in bold.
. Pestalotiopsis trachycarpicola
Yan M. Zhang & K.D. Hyde, 2012
C0633A13-BD7C-54A8-BB94-CBDAE0C18312
Description:
See Suppl. material 1: table S1.
Materials examined.
Taiwan, Yilan County, Yuanshan Township, on stroma of Ophiocordyceps sp. parasitic on an insect (Lepidoptera), 15 June 2018, Wei-Yu Chuang, living culture NTUPPMCC 18-160 (= CD01). Taiwan, Taichung City, Heping District, Yuanzui Mountain, on stroma of Ophiocordyceps sp. parasitic on an ootheca (Mantodea), 14 July 2021, Ming-Syun Wu, living culture NTUPPMCC 21-055 (= CD10).
Notes.
The two new strains NTUPPMCC 18-160 and NTUPPMCC 21-055, used in the present study, clustered within a clade containing ex-type strains of four Pestalotiopsis taxa, namely P.kenyana (CBS 442.67), P.oryzae (CBS 353.69), P.rhodomyrtus (HGUP 4230) and P.trachycarpicola (IFRDCC 2440) in both single- and multi-locus phylogenies with poor statistical support and short branch lengths. Furthermore, a comparison of the morphological features of these four species and the two strains used in the present study revealed overlapping characteristics, as shown in Suppl. material 1: table S9. However, two strains, included in the present study, tentatively named as P.trachycarpicola (Zhang et al. 2012) giving the priority for the oldest species name amongst these four Pestalotiopsis species. Nevertheless, further studies of P.trachycarpicola (IFRDCC 2440), P.rhodomyrtus (HGUP 4230), P.oryzae (CBS 353.69) and P.kenyana (CBS 442.67) are essential to determine whether these species belong to a single population or if the few informative loci used in the present and previous studies (Liu et al. 2017; Tsai et al. 2021) lead to the poorly-resolved phylogram.
. Neopestalotiopsis camelliae-oleiferae
Qin Yang & He Li, 2021
CA62C2F1-8FCE-5A5C-BCCF-1F453C8F901A
Figure 8.
Neopestalotiopsiscamelliae-oleiferae (NTUPPMCC 18-166 = CD08) A the original habitat of Neopestalotiopsiscamelliae-oleiferae; the stroma of Tolypocladium sp. hyperparasitic on an ascocarps of Elaphomyces sp. (Ascomycota) B top view (left) and bottom view (right) of the colony on potato dextrose agar (PDA) after incubation for seven days C conidiomata on carnation leaf D, E conidiogenous cells and immature conidia F–I conidia. Scale bars: 250 μm (C); 20 μm (D–I).
Description.
On carnation leaves (Dianthuscaryophyllus) supplanted on WA (NTUPPMCC 18-166). Sexual morph was not observed in culture. Asexual morph: Conidiomata acervular, globose, semi-immersed, solitary or gregarious, 50–250 μm diam.; oozing globose, black conidial masses. Conidiophores obclavate to subcylindrical, hyaline, smooth, annelidic, indistinct and frequently merged to conidiogenous cells. Conidiogenous cells ampulliform to fusiform, hyaline or sometimes pale brown, smooth, (2.1–)2.9–4.5(–5.2) × (3.8–)5.5–8.7(–10.8) μm, x– ± SD = 3.7 ± 0.8 × 7.1 ± 1.6 μm. Conidia fusoid, straight or slightly curved, 4-septate, smooth, (5.5–)6.3–7.3(–7.8) × (22.1–)23.5–27.4(–29.4) μm, x– ± SD = 6.8 ± 0.5 × 25.4 ± 2 μm, bearing appendages; basal cell obconic with a truncate base, hyaline, thin-walled, (3.6–)4.6–5.8(–6.6) μm long, x– ± SD = 5.2 ± 0.6 μm; three median cells doliiform to subcylindrical, versicoloured, septa darker than the rest of the cell, thick-walled, the first median cell from base pale brown, (4.1–)4.4–5.7(–6.1) μm long (x– ± SD = 5.1 ± 0.6 μm), the second median cell medium to dark brown, (4.1–)4.7–5.9(–6.4) μm long (x– ± SD = 5.3 ± 0.6 μm), the third median cell medium to dark brown, (2.9–)4.6–6.1(–6.6) μm long (x– ± SD = 5.3 ± 0.7 μm), together (13.2–)14.4–17(–18.1) μm long (x– ± SD = 15.7 ± 1.3 μm); apical cell conical to subcylindrical with a truncate or acute apex, hyaline, thick-walled, (3.5–)4.1–5(–5.4) μm long (x– ± SD = 4.5 ± 0.4 μm). Appendages tubular, hyaline, straight or slightly bent, apical appendage 2–4 (mostly 3), unbranched, (16.3–)21.0–27.0(–30.1) μm long (x– ± SD = 24.0 ± 3.0 μm), basal appendage single, centric, unbranched, (4–)6.5–9.6(–10.3) μm long (x– ± SD = 8.1 ± 1.5 μm).
Culture characteristics.
Colonies on PDA reaching 46.25 mm diam. on average after culturing at 25 °C in the dark for seven days, filamentous to circular, with slightly undulate edge, aerial mycelium dense, white to yellowish; reverse yellowish.
Materials examined.
Taiwan, New Taipei City, Sanxia District, Manyueyuan National Forest Recreation Area, on stroma of Tolypocladium sp. hyperparasitic on an ascocarps of Elaphomyces sp. (Ascomycota), 25 May 2018, Wei-Yu Chuang, living culture NTUPPMCC 18-166 (= CD08).
Notes.
Neopestalotiopsiscamelliae-oleiferae was originally documented by Li et al. (2021) and the isolate NTUPPMCC 18-166, used in the present study, share comparable morphological features with the illustration of holotype material (CSUFT 081). As a result, the present study recognised NTUPPMCC 18-166 as N.camelliae-oleiferae. Additionally, this marks the first report of N.camelliae-oleiferae in Taiwan.
. Neopestalotiopsis haikouensis
Z.X. Zhang, J.W. Xia & X.G. Zhang, 2022
11A719A6-104F-5B53-B7E9-FCE0F3ABAC60
Figure 9.
Neopestalotiopsishaikouensis (NTUPPMCC 18-163 = CD04) A the original habitat of Neopestalotiopsishaikouensis; the stroma of Ophiocordyceps sp. B top view (left) and bottom view (right) of the colony on potato dextrose agar (PDA) after incubation for seven days C conidiomata on carnation leaf D, E conidiogenous cells and immature conidia F–I conidia. Scale bars: 250 μm (C); 20 μm (D–I).
Description.
On carnation leaves (Dianthuscaryophyllus) supplanted on WA (NTUPPMCC 18-163). Sexual morph was not observed in culture. Asexual morph: Conidiomata acervular, globose, semi-immersed, solitary or gregarious, 50–250 μm diam.; oozing globose, dark brown to black conidial masses. Conidiophores obclavate to subcylindrical, hyaline, smooth, annelidic, indistinct and frequently merged to conidiogenous cells. Conidiogenous cells ampulliform to subcylindrical, hyaline to pale brown, smooth, (2–)2.3–3.6(–5.2) × (5.4–)6.4–9(–10.1) μm, x– ± SD = 2.9 ± 0.7 × 7.7 ± 1.3 μm. Conidia fusoid to oval, straight or slightly curved, 4-septate, smooth, (4.7–)4.8–5.6(–6.4) × (22.6–)23.7–26.4(–28.5) μm, x– ± SD = 5.2 ± 0.4 × 25 ± 1.3 μm, bearing appendages; basal cell obconic with a truncate base, hyaline, thin-walled, (2.9–)4.3–5.5(–5.9) μm long, x– ± SD = 4.9 ± 0.6 μm; three median cells doliiform to subcylindrical, versicoloured, septa darker than the rest of the cell, thick-walled, the first median cell from base pale brown, (4.4–)4.6–5.4(–6.3) μm long (x– ± SD = 5 ± 0.4), the second median cell honey-brown to brown, (4.1–)4.4–5.2(–5.6) μm long (x– ± SD = 4.8 ± 0.4 μm), the third median cell brown, (4.6–)4.8–5.5(–5.9) μm long (x– ± SD = 5.2 ± 0.4 μm), together (13.4–)14.1–15.9(–17.5) μm long (x– ± SD = 15 ± 0.9 μm); apical cell conical to subcylindrical with a truncate or acute apex, hyaline, thick-walled, (3.5–)4.6–5.6(–6) μm long (x– ± SD = 5.1 ± 0.5 μm). Appendages tubular, hyaline, straight or slightly bent, apical appendage 2–3 (mostly 3), unbranched, (15.5–)17.7–25.5(–33.4) μm long (x– ± SD = 21.6 ± 3.9 μm), basal appendage single, centric, unbranched, (3.2–)4–6.3(–8.2) μm long (x– ± SD = 5.1 ± 1.2 μm).
Culture characteristics.
Colonies on PDA reaching 45.65 mm diam. on average after culturing at 25 °C in the dark for seven days, filamentous to circular, flat with undulate edge, aerial mycelium moderate dense, white to grey white; reverse similar in colour.
Materials examined.
Taiwan, New Taipei City, Sanxia District, Manyueyuan National Forest Recreation Area, on stroma of Ophiocordyceps sp. parasitic on an insect (Hymenoptera), 1 August 2018, Wei-Yu Chuang, living culture NTUPPMCC 18-163 (= CD04). Taiwan, Yilan County, Fushan Botanical Garden, on stroma of Ophiocordyceps sp. parasitic on an insect (Hymenoptera), 19 July 2018, Wei-Yu Chuang, living culture NTUPPMCC 18-164 (= CD05). Taiwan, New Taipei City, Sanxia District, Manyueyuan National Forest Recreation Area, on stroma of Tolypocladium sp. hyperparasitic on an ascocarps of Elaphomyces sp. (Ascomycota), 15 July 2021, Yu-Chen Lin, living culture NTUPPMCC 21-057 (= CD12).
Notes.
Multi-locus phylogenetic analysis revealed that three newly-identified strains (NTUPPMCC 18-163, NTUPPMCC 18-164 and NTUPPMCC 21-057) form a clade closely associated with the ex-type strain of N.haikouensis SAUCC 212271, with robust statistical support (MLB = 100%, MPB = 96%, PP = 1.00). Additionally, the DNA sequences of ITS (100%), tub2 (99.73%) and tef1-α (99.77%) genes of NTUPPMCC 18-163 closely resemble those of the ex-type strain of N.haikouensis (SAUCC 212271) and the morphological features of NTUPPMCC 18-163 align with the original taxonomic description in Zhang et al. (2022). Hence, based on both the phylogenetic analysis utilising DNA sequence data and morphological characteristics, strains NTUPPMCC 18-163, NTUPPMCC 18-164 and NTUPPMCC 21-057 were identified as Neopestalotiopsishaikouensis. To the best of our knowledge, this study marks the first report of N.haikouensis in Taiwan.
. Neopestalotiopsis
sp.
4238C770-061F-5278-B3D9-926BE4CD5B80
Description.
See Suppl. material 1: table S1.
Materials examined.
Taiwan, Pingtung County, Chunri Township, Tahan Forest Road, on stroma of Beauveria sp. parasitic on an insect (Lepidoptera), 7 October 2018, Wei-Yu Chuang, living culture NTUPPMCC 18-161 (= CD02).
Notes.
As mentioned earlier in this manuscript, even though the new strain NTUPPMCC 18-161 formed a distinct clade basal to N.asiatica, N.chrysea, N.macadamiae and N.umbrinospora in all ML, MP and BI phylogenetic trees, based on the concatenated DNA sequence data matrix, it did not consistently form clades in most of single-locus trees. For instance, in the ITS phylogeny (Suppl. material 2: fig. S8), NTUPPMCC 18-161 clustered with N.acrostichi (MFLUCC 17-1755) and the clade containing the ex-type strain (MFLUCC 15-0776) of N.musae, along with two representative strains (MM3-2z9A and MM3-2z9C). Conversely, in the phylogenetic tree, based on tub2 (Suppl. material 2: fig. S9), NTUPPMCC 18-161 formed a well-supported clade with the clade containing the ex-type strain of N.asiatica (MFLUCC 12-0286), N.chrysea (MFLUCC 12-0261), N.coffeae-arabicae (HGUP 4019), N.macadamiae (BRIP 63737c), N.sonneratae (MFLUCC 17-1744), N.thailandica (MFLUCC 17-1730) and N.umbrinospora (MFLUCC 12-0285). Meanwhile, it formed a separate sister clade to N.guajavae, N.pandanicola and N.psidii in the tef1-α phylogeny (Suppl. material 2: fig. S10) with poor branch and statistical support. When comparing the morphological features of strain NTUPPMCC 18-161 with its phylogenetically closelyrelated species, it becomes evident that our strain exhibits overlapping morphological features, particularly in the number of appendages and sizes of the conidial features (Suppl. material 1: table S10). Therefore, owing to the uncertainty in both phylogenetic placement and morphological data, we tentatively identify NTUPPMCC 18-161 as an unclassified Neopestalotiopsis strain. However, additional strains and information are required to clarify the correct placement of this strain.
Growth rate
Based on the results of the phylogenetic analysis, single strains representing each species were selected to test the growth rate. In total, eight strains were selected and grown on PDA media at 25 °C in the dark for seven days. The diameters of colonies were measured (mm) and the means were calculated and are shown in Fig. 11. Isolate NTUPPMCC 18-161 (Neopestalotiopsis sp.) and isolate NTUPPMCC 21-054 (P.chamaeropis) showed the widest diameter colonies (71.9 and 71.3 mm on average, respectively) and displayed significantly faster growth after seven days of incubation. In contrast, strain NTUPPMCC 18-165 (P.manyueyuanani) had the lowest colony diameter (17.15 mm on average) exhibiting significantly low growth compared to all the other isolates.
Figure 11.
Temperature effect on mycelial growth according to the comparison of colonial growth (mm) of different species at each temperature, based on the mean values presented in Table S11. Colours represent different taxa: NTUPPMCC 18-160, Pestalotiopsistrachycarpicola; NTUPPMCC 18-161, Neopestalotiopsis sp.; NTUPPMCC 18-162, Pestalotiopsishispanica; NTUPPMCC 18-163, Neopestalotiopsishaikouensis; NTUPPMCC 18-165, Pestalotiopsismanyueyuanani.; NTUPPMCC 18-166, Neopestalotiopsiscamelliae-oleiferae; NTUPPMCC 21-054, Pestalotiopsischamaeropis; NTUPPMCC 21-056, Pestalotiopsisformosana.
Temperature effects
Fungal mycelial growth was detected for all the tested isolates between 5 to 40 °C and measured as colony diameter. The results of the effect of temperatures on the mycelium growth of tested strains are presented in Fig. 11 and Suppl. material 1: table S11. The results showed that the temperature regimes intensely mediate the growth of tested fungal strains (p ≤ 0.05); the maximum growth was determined at 25 °C for most of the strains, except for NTUPPMCC 18-160 (P.trachycarpicola) and NTUPPMCC 18-163 (N.haikouensis) where it showed the highest growth at 20 °C (mean 53.5 mm and 52.95 mm). The results of comparison of the mycelium growth rates for all the representative strains at 25 °C were shown in Fig. 12. In addition, strain NTUPPMCC 19-165 (P.manyueyuanani) had no significant difference in mycelium growth between 20 °C and 25 °C, but both were significantly higher than other tested temperatures. However, for all the isolates (Fig. 11 and Suppl. material 1: table S11), the minimum or a lack of growth was observed at 35–40 °C.
Figure 12.
Comparison of the mycelium growth rates of eight pestalotiopsis-like fungal strains at 25 °C. According to Tukey’s range test, data (mean ± standard deviation) with the same letters are not significantly different. Colours represent different taxa: NTUPPMCC 18-160, Pestalotiopsistrachycarpicola; NTUPPMCC 18-161, Neopestalotiopsis sp.; NTUPPMCC 18-162, Pestalotiopsishispanica; NTUPPMCC 18-163, Neopestalotiopsishaikouensis; NTUPPMCC 18-165, Pestalotiopsismanyueyuanani.; NTUPPMCC 18-166, Neopestalotiopsiscamelliae-oleiferae; NTUPPMCC 21-054, Pestalotiopsischamaeropis; NTUPPMCC 21-056, Pestalotiopsisformosana.
Optimal pH
The effect of pH on the mycelium growth of tested strains is shown in Fig. 13 and Suppl. material 1: table S12. Our results indicated that, generally, most of the strains used in this study grow better in alkaline medium (pH 7–11) compared with slightly acidic to neutral medium (pH 3–7). Except for isolate NTUPPMCC 21-056 (P.formosana), the maximum growth rates of isolates were at pH 5 and pH 9. Isolate NTUPPMCC 18-165 (P.manyueyuanani) showed relatively slow growth under all the tested pH upon mycelial growth compared with the other strains.
Figure 13.
Optimal pH for mycelial growth of each species according to the comparison of colonial growth (mm) of different species at each pH, based on the mean values presented in Table S12. Colours represent different taxa: NTUPPMCC 18-160, Pestalotiopsistrachycarpicola; NTUPPMCC 18-161, Neopestalotiopsis sp.; NTUPPMCC 18-162, Pestalotiopsishispanica; NTUPPMCC 18-163, Neopestalotiopsishaikouensis; NTUPPMCC 18-165, Pestalotiopsismanyueyuanani.; NTUPPMCC 18-166, Neopestalotiopsiscamelliae-oleiferae; NTUPPMCC 21-054, Pestalotiopsischamaeropis; NTUPPMCC 21-056, Pestalotiopsisformosana.
Discussion
Species of Pestalotiopsissensu lato comprise a ubiquitous group of fungi that have been reported from various ecological niches. They have been identified as plant pathogens (Tsai et al. 2018, 2021; Fiorenza et al. 2022; Xiong et al. 2022; Zhang et al. 2022; Sun et al. 2023), human pathogens (Monden et al. 2013), saprobes (Ariyawansa and Hyde 2018; Sun et al. 2023) and endophytes (Maharachchikumbura et al. 2011; Sun et al. 2023). Neopestalotiopsis species have recently been identified as a group of emerging plant pathogens, causing severe diseases on economically important crops and fruits, such as strawberry (Baggio et al. 2021), guava (Solarte et al. 2018; Bhogal et al. 2022), grape (Huanaluek et al. 2021), mangosteen (Huanaluek et al. 2021), avocado (Fiorenza et al. 2022), blueberry (Santos et al. 2022), jabuticaba (Lin et al. 2022) and persimmon (Qin et al. 2023). Apart from that, many pestalotiopsis-like fungal species have been identified as promising in terms of producing novel biologically active compounds (Xie et al. 2014; Deshmukh et al. 2017). The highest diversity of pestalotiopsis-like fungi is recorded in tropical and subtropical countries (Jiang et al. 2022a; Peng et al. 2022; Xiong et al. 2022; Seifollahi et al. 2023; Sun et al. 2023). While most pestalotiopsis-like taxa are associated with plants (Maharachchikumbura et al. 2011), investigations regarding their biodiversity and occurrence in unusual habitats are rare (Liu et al. 2021; Rajulu et al. 2022).
In the present study, we identified several strains of Pestalotiopsissensu lato. The species grouped in Pestalotiopsis and Neopestalotiopsis were associated with the stromata of entomopathogenic fungal species, based on morphology coupled with evolutionary relationships obtained from multi-locus phylogeny. Classification of pestalotiopsis-like fungal species mainly relies on morphological features together with evolutionary relationships, based on the multi-locus phylogeny of ITS, tub2 and tef1-α genes. Even though many species have been introduced in recent years using this criterion, we observed several inconsistencies in the species’ evolutionary relationships based on phylogeny. For example, the two strains. identified as P.trachycarpicola (NTUPPMCC 18-160 and NTUPPMCC 21-055) in the present study and the ex-type strains of P.kenyana, P.oryzae and P.rhodomyrtus, were clustered within the same clade of P.trachycarpicola containing the ex-type strain plus several representative strains (MFLU 18-2524 and NTUCC 18-004) included in ITS, tub2 and multi-locus phylogenies (Fig. 2 and Suppl. material 2: figs S5–S7). A similar scenario was observed in the clade where one of the strains identified as P.chamaeropis (NTUPPMCC 21-056) in this study and the type strains P.chamaeropis (CBS 186.71) and P.daliensis (CGMCC 3.23548) clustered within the same clade in single gene and multi-locus phylogenies. In both scenarios, the trees have significantly short branch lengths and poor statistical support in BI, ML and MP analysis (Fig. 2, Suppl. material 2: figs S1–S2). Similar circumstances were detected in the topology of the Neopestalotiopsis phylogenetic tree. In the present study, both concatenated gene and single gene trees of Neopestalotiopsis resolved unstable topologies with poor branch lengths and low bootstrap support (Fig. 3, Suppl. material 2: figs S3, S4, S8–S10), consistent with previous studies (Maharachchikumbura et al. 2014; Liu et al. 2017; Liu et al. 2019; Tsai et al. 2021). Hence, it is essential to conduct further investigations to ascertain whether the limited informative loci result in an unambiguously resolved phylogram or if the poorly-resolved branches signify populations rather than distinct species.
We also implemented Genealogical Concordance Phylogenetic Species Recognition (GCPSR) to understand the species limits of Pestalotiopsis and Neopestalotiopsis taxa. This approach has been applied to delineate species in several fungal groups (Dettman et al. 2003; Tsai et al. 2018, 2021; Hilário et al. 2021a, 2021b). However, lacking DNA sequence data of some gene regions of ex-type strains, such as P.brassicae, P.chinensis, P.dianellae, P.digitalis, P.dracontomelonis, P.eleutherococci, P.endophytica, P.hainanensis, P.kunmingensis, P.sequoiae, P.unicolor, P.verruculosa and P.yunnanensis, plus the absence of type strains for some important species, such as P.disseminata and P.longiseta (Maharachchikumbura et al. 2012), meant that this approach was not useful to delimit species. Thus, future studies are essential to provide the correct natural classification of these taxa by providing missing sequence data and applying recently proposed DNA-based delimitation techniques, such as Generalised Mixed Yule Coalescent (GBH) (Fujisawa and Barraclough 2013) or Poisson Tree Processes (PTP) (Zhang et al. 2013).
Environmental factors including temperature and pH are the most important components mediating fungal growth and helping researchers understand the biology of fungal taxa. In general, pestalotiopsis-like fungi show optimal growth at 20–30 °C (Liu 1995; Tsukamoto and Hino 1956; Hopkins and McQuilken 2000; Liu et al. 2021). Most of the known pestalotiopsis-like fungi typically have a wide pH optimum, regularly covering 5–9 pH units without substantial inhibition of their growth (Wheeler et al. 1991; Nevarez et al. 2009; Das et al. 2010). In the present study, all strains used in the in-vitro mycelial growth rate test under different temperatures demonstrated high radial mycelia growth at 25 °C, consistent with previous studies (Tsukamoto and Hino 1956; Liu 1995). Conversely, most of the strains used in the present study showed optimal mycelial growth under alkaline conditions (pH 7–11). These observations somewhat differ from previous findings (pH 5–7) regarding the species in Pestalotiopsissensu lato (Tsukamoto and Hino 1956; Hopkins and McQuilken 2000; Liu et al. 2021).
In recent years, various studies have illustrated novel and promising taxa associated with stromata of entomopathogenic fungi, such as Cordyceps and Ophiocordyceps. For instance, Ariyawansa et al. (2018a) introduced a new pleosporalean family Tzeananiaceae typified by the genus Tzeanania and the species T.taiwanensis to accommodate a strain isolated from mycelium growing on the stroma of an Ophiocordyceps species. In addition, Sun et al. (2016) illustrated a novel pathogenic taxon, which causes significant quality and yield losses, from the stromata of Cordycepsmilitaris and named Calcarisporiumcordycipiticola. Although in the present study a single conidia culture of pestalotiopsis-like fungi was obtained from the stromata of entomopathogenic fungal taxa and their morphological features were observed, based on the spore-bearing structures formed on CLA, single spore isolation of their hosts, entomopathogenic fungal strains, were not successful. Therefore, we could not elucidate the potential nutritional mode of these pestalotiopsis-like fungal isolates or interactions with their entomopathogenic fungal hosts. Hence, further investigations are vital to understanding the interaction between these unusual fungal strains and their hosts.
Conclusions
The present study introduced a novel species, Pestalotiopsismanyueyuanani and reported four new records N.camelliae-oleiferae, N.haikouensis, P.chamaeropis and P.hispanica in Taiwan for the first time. The optimal temperature for in-vitro mycelial growth in selected strains from these taxa was found to be 25 °C. Growth was observed to cease at both 5 °C and 35 °C. Furthermore, all strains exhibited faster growth under alkaline conditions when compared to acidic or neutral pH environments. This study expands our knowledge of the diversity of pestalotiopsis-like fungi in Taiwan. Additionally, it represents the first assessment of pestalotiopsis-like fungi associated with the stromata of entomopathogenic fungal taxa. However, since none of the entomopathogenic fungi in this study was successfully isolated and cultured, interactions between these pestalotiopsis-like fungi and entomopathogenic fungi are still unknown.
Supplementary Material
Acknowledgements
This research work was also partially supported by Chiang Mai University Big Bang International (43125) project. The authors would like to express their gratitude to Ichen Tsai, Ming-Syun Wu and Li-Hong Chen for their assistance with the samples collection and valuable suggestions. We thank the National Center for High-performance Computing (NCHC) for providing computational and storage resources.
Citation
Hsu S-Y, Xu Y-C, Lin Y-C, Chuang W-Y, Lin S-R, Stadler M, Tangthirasunun N, Cheewangkoon R, AL-Shwaiman HA, Elgorban AM, Ariyawansa HA (2024) Hidden diversity of Pestalotiopsis and Neopestalotiopsis (Amphisphaeriales, Sporocadaceae) species allied with the stromata of entomopathogenic fungi in Taiwan. MycoKeys 101: 275–312. https://doi.org/10.3897/mycokeys.101.113090
Contributor Information
Narumon Tangthirasunun, Email: narumon.ta@kmitl.ac.th.
Hiran A. Ariyawansa, Email: ariyawansa44@ntu.edu.tw.
Additional information
Conflict of interest
The authors have declared that no competing interests exist.
Ethical statement
No ethical statement was reported.
Funding
This research was funded by the National Science and Technology Council (former Ministry of Science and Technology, MOST), Taiwan (grant no. 110–2313–B–002–031–, 111–2313–B–002–046– and 112–2313–B–002–027–MY3). This work was financially supported by King Mongkut's Institute of Technology Ladkrabang Research Fund. The authors extend their appreciation to the Researchers Supporting Project number (RSP2024R56), King Saud University, Riyadh, Saudi Arabia.
Author contributions
Conceptualisation, HA; methodology SYH, YCX and HA; software, SYH, YCX, HA and YCL; validation, SYH, YCX, NT, MS and HA; formal analysis, SYH, YCX and HA; investigation, WYC and YCL; resources, HA, HAA, AME, NT, MS; data curation, SYH, YCX, HA and YCL; writing-original draft preparation, SYH, YCX, NT, MS and HA; writing-review and editing, SYH, YCX, NT, MS, RC, HAA, AME, HA and SRL; visualisation, HAA, AME, SYH and YCX; supervision, project administration, HA and NT; funding acquisition, SRL, NT, RC and HA. All authors have read and agreed to the published version of the manuscript.
Author ORCIDs
Sheng-Yu Hsu https://orcid.org/0000-0001-6227-0936
Yuan-Cheng Xu https://orcid.org/0000-0002-3885-498X
Yu-Chen Lin https://orcid.org/0000-0002-2319-0869
Marc Stadler https://orcid.org/0000-0002-7284-8671
Narumon Tangthirasunun https://orcid.org/0000-0001-7619-9464
Ratchadawan Cheewangkoon https://orcid.org/0000-0001-8576-3696
Hind A. AL-Shwaiman https://orcid.org/0009-0002-5872-9083
Abdallah M. Elgorban https://orcid.org/0000-0003-3664-7853
Hiran A. Ariyawansa https://orcid.org/0000-0001-8526-7721
Data availability
All of the data that support the findings of this study are available in the main text or Supplementary Information.
Supplementary materials
The morphological features of Pestalotiopsissensu lato fungi and GenBank accession numbers
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
Sheng-Yu Hsu, Yuan-Cheng Xu, Yu-Chen Lin, Wei-Yu Chuang, Shiou-Ruei Lin, Marc Stadler, Narumon Tangthirasunun, Ratchadawan Cheewangkoon, Hind A. AL-Shwaiman, Abdallah M. Elgorban, Hiran A. Ariyawansa
Data type
xlsx
Explanation note
table S1. The morphological features of pestalotiopsis-like fungi isolated in this study; table S2. GenBank accession numbers of Pestalotiopsis isolates included in the phylogenetic analysis; table S3. GenBank accession numbers of Neopestalotiopsis isolates included in the phylogenetic analysis; table S4. Primers and PCR conditions used to amplify ITS, tub2 and tef1-α gene regions; table S5. Nucleotide substitution models used in the phylogenetic analyses; table S6. Morphological comparison of Pestalotiopsischamaeropis and its closely-related taxa; table S7. Morphological comparison of Pestalotiopsishispanica and its closely-related taxa; table S8. Morphological comparison of Pestalotiopsismanyueyuanani and its closely-related taxa; table S9. Morphological comparison of Pestalotiopsistrachycarpicola and its closely-related taxa; table S10. The morphological comparison of Neopestalotiopsis strain NTUPPMCC 18-161 and its closely-related taxa; table S11. Mycelium growth of individual isolate of pestalotiopsis-like fungi at each temperature in this study; table S12. Mycelium growth of individual isolates of pestalotiopsis-like fungi at each pH in this study.
Phylogenetic trees generated by maximum parsimony analysis of single and combined ITS, tub2 and tef1-α sequence data
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
Sheng-Yu Hsu, Yuan-Cheng Xu, Yu-Chen Lin, Wei-Yu Chuang, Shiou-Ruei Lin, Marc Stadler, Narumon Tangthirasunun, Ratchadawan Cheewangkoon, Hind A. AL-Shwaiman, Abdallah M. Elgorban, Hiran A. Ariyawansa
Data type
Explanation note
fig. S1. Phylogenetic tree generated by maximum parsimony analysis of combined ITS, tub2 and tef1-α sequence data of Pestalotiopsis. MPB values ≥ 70% are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Neopestalotiopsisprotearum CBS 114178 was used as an outgroup to rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S2. Phylogenetic tree obtained through Bayesian Inference for the dataset of ITS, tub2 and tef1-α loci of Pestalotiopsis. PP ≥ 0.95 are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Neopestalotiopsisprotearum CBS 114178 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S3. Phylogenetic tree generated by maximum parsimony analysis of combined ITS, tub2 and tef1-α sequence data of Neopestalotiopsis. MPB values ≥ 70% are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S4. Phylogenetic tree obtained through Bayesian inference for the dataset of ITS, tub2 and tef1-α loci of Neopestalotiopsis. PP ≥ 0.95 are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S5. Phylogenetic tree generated by Maximum Likelihood analysis of ITS sequence data of Pestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Neopestalotiopsisprotearum (CBS 114178) was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S6. Phylogenetic tree generated by Maximum Likelihood analysis of tub2 sequence data of Pestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Neopestalotiopsisprotearum (CBS 114178) was used as an outgroup for rooting the tree. New isolates are in red, and taxa representing ex-type cultures are in bold; fig. S7. Phylogenetic tree generated by Maximum Likelihood analysis of tef1-α sequence data of Pestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Neopestalotiopsisprotearum (CBS 114178) was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S8. Phylogenetic tree generated by Maximum Likelihood analysis of ITS sequence data of Neopestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S9. Phylogenetic tree generated by Maximum Likelihood analysis of tub2 sequence data of Neopestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S10. Phylogenetic tree generated by Maximum Likelihood analysis of tef1-α sequence data of Neopestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold.
References
- Ariyawansa HA, Hyde KD. (2018) Additions to Pestalotiopsis in Taiwan. Mycosphere 9(5): 999–1013. 10.5943/mycosphere/9/5/4 [DOI] [Google Scholar]
- Ariyawansa HA, Phillips AJ, Chuang WY, Tsai I. (2018a) Tzeananiaceae, a new pleosporalean family associated with Ophiocordycepsmacroacicularis fruiting bodies in Taiwan. MycoKeys 37: 1–17. 10.3897/mycokeys.37.27265 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ariyawansa HA, Tsai I, Jones EG. (2018b) A new cryptic species of Pseudopestalotiopsis from Taiwan. Phytotaxa 357(2): 133–140. 10.11646/phytotaxa.357.2.6 [DOI] [Google Scholar]
- Baggio JS, Forcelini BB, Wang NY, Ruschel RG, Mertely JC, Peres NA. (2021) Outbreak of leaf spot and fruit rot in Florida strawberry caused by Neopestalotiopsis spp. Plant Disease 105(2): 305–315. 10.1094/PDIS-06-20-1290-RE [DOI] [PubMed] [Google Scholar]
- Bhogal S, Jarial K, Jarial RS, Banyal SK. (2022) Cultural analysis and growth kinetics of Pestalotiopsispsidii (Pat.) Mordue causing scabby fruit canker in guava (Psidiumguajava L.). Indian Phytopathology 75(3): 691–701. 10.1007/s42360-022-00501-z [DOI] [Google Scholar]
- Bruen T. (2005) PhiPack: PHI test and other tests of recombination. McGill University, Montreal Quebec, 1–8.
- Chen YC, Wang CT, Chen CY, Xu YC, Hsiao WW. (2021) Investigation of macrofungi in the proposed Taiwan Red Cypress Ecological Conservation Area of the Experimental Forest, National Taiwan University. Journal of the Experimental Forest of National Taiwan University 35(4): 265–276. 10.6542/EFNTU.202112_35(4).0003 [DOI] [Google Scholar]
- Chen CY, Xu YC, Hsiao WW. (2022) Investigation of macrofungi in the proposed Luona Taiwania Ecological Conservation Area. Journal of the Experimental Forest of National Taiwan University 36(3): 221–235. 10.6542/EFNTU.202209_36(3).0005 [DOI] [Google Scholar]
- Choi YW, Hyde KD, Ho WH. (1999) Single spore isolation of fungi. Fungal Diversity 3: 29–38. [Google Scholar]
- Crous PV, Hawksworth DL, Wingfield MJ. (2015) Identifying and naming plant-pathogenic fungi: Past, present and future. Annual Review of Phytopathology 53(1): 247–267. 10.1146/annurev-phyto-080614-120245 [DOI] [PubMed] [Google Scholar]
- Das R, Chutia M, Das K, Jha DK. (2010) Factors affecting sporulation of Pestalotiopsisdisseminata causing grey blight disease of Perseabombycina Kost., the primary food plant of muga silkworm. Crop Protection (Guildford, Surrey) 29(9): 963–968. 10.1016/j.cropro.2010.05.012 [DOI] [Google Scholar]
- Deshmukh SK, Prakash V, Ranjan N. (2017) Recent advances in the discovery of bioactive metabolites from Pestalotiopsis. Phytochemistry Reviews 16(5): 883–920. 10.1007/s11101-017-9495-3 [DOI] [Google Scholar]
- Dettman JR, Jacobson DJ, Turner E, Pringle A, Taylor JW. (2003) Reproductive isolation and phylogenetic divergence in Neurospora: Comparing methods of species recognition in a model eukaryote. Evolution; International Journal of Organic Evolution 57(12): 2721–2741. 10.1111/j.0014-3820.2003.tb01515.x [DOI] [PubMed] [Google Scholar]
- Fiorenza A, Gusella G, Aiello D, Polizzi G, Voglmayr H. (2022) Neopestalotiopsissiciliana sp. nov. and N.rosae causing stem lesion and dieback on avocado plants in Italy. Journal of Fungi (Basel, Switzerland) 8(6): 562. 10.3390/jof8060562 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fujisawa T, Barraclough TG. (2013) Delimiting species using single-locus data and the Generalized Mixed Yule Coalescent approach: a revised method and evaluation on simulated data sets. Systematic Biology 62: 707–724. 10.1093/sysbio/syt033 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Grossart HP, van den Wyngaert S, Kagami M, Wurzbacher C, Cunliffe M, Rojas-Jimenez K. (2019) Fungi in aquatic ecosystems. Nature Reviews. Microbiology 17(6): 339–354. 10.1038/s41579-019-0175-8 [DOI] [PubMed] [Google Scholar]
- Guba EF. (1961) Monograph of Pestalotia and Monochaetia. Harvard University Press., 342 pp.
- Guterres DC, Silva MA, Martins MD, Azevedo DMQ, Lisboa DO, Pinho DB, Furtado GQ. (2023) Leaf spot caused by Neopestalotiopsis species on Arecaceae in Brazil. Australasian Plant Pathology 52(1): 47–62. 10.1007/s13313-022-00893-6 [DOI] [Google Scholar]
- Hall T, Biosciences I, Carlsbad C. (2011) BioEdit: An important software for molecular biology. GERF Bulletin of Biosciences 2: 60–61. [Google Scholar]
- Hilário S, Gonçalves MF, Alves A. (2021a) Using genealogical concordance and coalescent-based species delimitation to assess species boundaries in the Diaportheeres complex. Journal of Fungi (Basel, Switzerland) 7(7): 507. 10.3390/jof7070507 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hilário S, Santos L, Alves A. (2021b) Diaportheamygdali, a species complex or a complex species? Fungal Biology 125(7): 505–518. 10.1016/j.funbio.2021.01.006 [DOI] [PubMed]
- Hopkins KE, McQuilken MP. (2000) Characteristics of Pestalotiopsis associated with hardy ornamental plants in the UK. European Journal of Plant Pathology 106(1): 77–85. 10.1023/A:1008776611306 [DOI] [Google Scholar]
- Hsiao HY, Ariyawansa HA, Hsu CC, Wang CJ, Shen YM. (2022) New records of powdery mildews from Taiwan: Erysipheipomoeae comb. nov., E.aff.betae on Buckwheat, and E.neolycopersici comb. nov. on Cardiospermumhalicacabum. Diversity 14(3): 204. 10.3390/d14030204 [DOI] [Google Scholar]
- Hsu SY, Lin YC, Xu YC, Chang HX, Chung PC, Ariyawansa HA. (2022) High-quality genome assembly of Neopestalotiopsisrosae ML1664, the pathogen causing strawberry leaf blight and crown rot. Molecular Plant-Microbe Interactions 35(10): 949–953. 10.1094/MPMI-04-22-0077-A [DOI] [PubMed] [Google Scholar]
- Huanaluek N, Jayawardena RS, Maharachchikumbura SS, Harishchandra DL. (2021) Additions to pestalotioid fungi in Thailand: Neopestalotiopsishydeana sp. nov. and Pestalotiopsishydei sp. nov. Phytotaxa 479(1): 23–43. 10.11646/phytotaxa.479.1.2 [DOI] [Google Scholar]
- Huang YL, Chien IT. (2022) Peziculaneosporulosa, a fungal endophyte from Chamaecyparisformosensis (Cupressaceae) newly recorded in Taiwan. Fungal Science 37: 9–20. [Google Scholar]
- Huson DH, Bryant D. (2006) Application of phylogenetic networks in evolutionary studies. Molecular Biology and Evolution 23(2): 254–267. 10.1093/molbev/msj030 [DOI] [PubMed] [Google Scholar]
- Jiang N, Dou Z, Xue H, Piao C, Li Y. (2022a) Identification of Pestalotiopsis species based on morphology and molecular phylogeny. Terrestrial Ecosystem and Conservation. 2: 39–53. 10.12356/j.2096-8884.2022-0007 [DOI] [Google Scholar]
- Jiang N, Voglmayr H, Xue H, Piao CG, Li Y. (2022b) Morphology and Phylogeny of Pestalotiopsis (Sporocadaceae, Amphisphaeriales) from Fagaceae leaves in China. Microbiology Spectrum 10(6): e03272–e22. 10.1128/spectrum.03272-22 [DOI] [PMC free article] [PubMed]
- Li J, Xie J, Li XN, Zhou ZF, Liu FL, Chen YH. (2017) Isolation, identification and antimicrobial activity of mycoparasites (Pestalotiopsis) from Aecidiumpourthiaea. Biotechnology Bulletin 33: 122. 10.13560/j.cnki.biotech.bull.1985.2017.03.018 [DOI]
- Li L, Yang Q, Li H. (2021) Morphology, phylogeny, and pathogenicity of pestalotioid species on Camelliaoleifera in China. Journal of Fungi (Basel, Switzerland) 7(12): 1080. 10.3390/jof7121080 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lin YZ, Chang TD, Wen CJ, Tsai SH, Lin YH. (2022) First report of leaf brown blight caused by Neopestalotiopsisformicarum on jabuticaba in Taiwan. Plant Disease 106(9): 2527. 10.1094/PDIS-07-21-1414-PDN [DOI] [Google Scholar]
- Liu TD. (1995) The occurrence of Pestalotiopsiseriobotryicola in loquat and effects on yield and quality of fruits. Bulletin of Taichung District Agricultural Research and Extension Station 47: 59–66. [Google Scholar]
- Liu F, Hou L, Raza M, Cai L. (2017) Pestalotiopsis and allied genera from Camellia, with description of 11 new species from China. Scientific Reports 7(1): 1–19. 10.1038/s41598-017-00972-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu F, Bonthond G, Groenewald JZ, Cai L, Crous PW. (2019) Sporocadaceae, a family of coelomycetous fungi with appendage-bearing conidia. Studies in Mycology 92(1): 287–415. 10.1016/j.simyco.2018.11.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu X, Tibpromma S, Zhang F, Xu J, Chethana KWT, Karunarathna SC, Mortimer PE. (2021) Neopestalotiopsiscavernicola sp. nov. from Gem Cave in Yunnan Province, China. Phytotaxa 512(1): 1–27. 10.11646/phytotaxa.512.1.1 [DOI] [Google Scholar]
- Lv C, Huang B, Qiao M, Wei J, Ding B. (2011) Entomopathogenic fungi on Hemiberlesiapitysophila. PLOS ONE 6(8): e23649. 10.1371/journal.pone.0023649 [DOI] [PMC free article] [PubMed]
- Maharachchikumbura SS, Guo LD, Chukeatirote E, Bahkali AH, Hyde KD. (2011) Pestalotiopsis-Morphology, phylogeny, biochemistry and diversity. Fungal Diversity 50(1): 167–187. 10.1007/s13225-011-0125-x [DOI] [Google Scholar]
- Maharachchikumbura SS, Guo LD, Cai L, Chukeatirote E, Wu WP, Sun X, Crous PW, Bhat DJ, McKenzie EHC, Hyde KD. (2012) A multi-locus backbone tree for Pestalotiopsis, with a polyphasic characterization of 14 new species. Fungal Diversity 56(1): 95–129. 10.1007/s13225-012-0198-1 [DOI] [Google Scholar]
- Maharachchikumbura SS, Hyde KD, Groenewald JZ, Xu J, Crous PW. (2014) Pestalotiopsis revisited. Studies in Mycology 79(1): 121–186. 10.1016/j.simyco.2014.09.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Monden Y, Yamamoto S, Yamakawa R, Sunada A, Asari S, Makimura K, Inoue Y. (2013) First case of fungal keratitis caused by Pestalotiopsisclavispora. Clinical Ophthalmology (Auckland, N.Z. ) 7: 2261–2264. 10.2147/OPTH.S48732 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nevarez L, Vasseur V, Le Madec L, Le Bras L, Coroller L, Leguérinel I, Barbier G. (2009) Physiological traits of Penicilliumglabrum strain LCP 08.5568, a filamentous fungus isolated from bottled aromatised mineral water. International Journal of Food Microbiology 130(3): 166–171. 10.1016/j.ijfoodmicro.2009.01.013 [DOI] [PubMed] [Google Scholar]
- Nylander J. (2004) MrModeltest version 2. Program distributed by the author. Evolutionary Biology Centre, Uppsala University, Uppsala, Sweden.
- Peng C, Crous PW, Jiang N, Fan XL, Liang YM, Tian CM. (2022) Diversity of Sporocadaceae (pestalotioid fungi) from Rosa in China. Persoonia 49(1): 201–260. 10.3767/persoonia.2022.49.07 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Qin R, Li Q, Huang S, Chen X, Mo J, Guo T, Huang H, Tang L, Yu Z. (2023) Fruit rot on persimmon caused by Neopestalotiopsissaprophytica and Neopestalotiopsisellipsospora in Guangxi, China. Plant Disease 107(8): 2531. 10.1094/PDIS-05-22-1168-PDN [DOI] [Google Scholar]
- Rajulu MG, Rajamani T, Murali TS, Suryanarayanan TS, Minj D. (2022) The fungal endobiome of seaweeds of the Andaman Islands, India. Current Science 123(12): 1508. 10.18520/cs/v123/i12/1508-1514 [DOI] [Google Scholar]
- Rambaut A, Drummond AJ, Xie D, Baele G, Suchard MA. (2018) Posterior summarization in Bayesian phylogenetics using Tracer 1.7. Systematic Biology 67(5): 901–904. 10.1093/sysbio/syy032 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ronquist F, Teslenko M, van der Mark P, Ayres DL, Darling A, Höhna S, Larget B, Liu L, Suchard MA, Huelsenbeck JP. (2012) MrBayes 3.2: Efficient Bayesian phylogenetic inference and model choice across a large model space. Systematic Biology 61(3): 539–542. 10.1093/sysbio/sys029 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Santos J, Hilário S, Pinto G, Alves A. (2022) Diversity and pathogenicity of pestalotioid fungi associated with blueberry plants in Portugal, with description of three novel species of Neopestalotiopsis. European Journal of Plant Pathology 162(3): 539–555. 10.1007/s10658-021-02419-0 [DOI] [Google Scholar]
- Seifollahi E, de Farias ARG, Jayawardena RS, Hyde KD. (2023) Taxonomic Advances from fungal flora associated with ferns and fern-like hosts in Northern Thailand. Plants 12(3): 683. 10.3390/plants12030683 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Solarte F, Muñoz CG, Maharachchikumbura SS, Álvarez E. (2018) Diversity of Neopestalotiopsis and Pestalotiopsis spp., causal agents of guava scab in Colombia. Plant Disease 102(1): 49–59. 10.1094/PDIS-01-17-0068-RE [DOI] [PubMed] [Google Scholar]
- Steyaert RL. (1949) Contribution à l’étude monographique de Pestalotia de Not. et Monochaetia Sacc. (Truncatella gen. nov. et Pestalotiopsis gen. nov.). Bulletin du Jardin botanique de l’Etat, Bruxelles/Bulletin van den Rijksplantentuin, Brussel, 285–347. 10.2307/3666710 [DOI]
- Strobel G, Yang X, Sears J, Kramer R, Sidhu RS, Hess WM. (1996) Taxol from Pestalotiopsismicrospora, an endophytic fungus of Taxuswallachiana. Microbiology (Reading, England) 142(2): 435–440. 10.1099/13500872-142-2-435 [DOI] [PubMed] [Google Scholar]
- Sun JZ, Dong CH, Liu XZ, Liu JK, Hyde KD. (2016) Calcarisporiumcordycipiticola sp. nov., an important fungal pathogen of Cordycepsmilitaris. Phytotaxa 268(2): 135–144. 10.11646/phytotaxa.268.2.4 [DOI] [Google Scholar]
- Sun JZ, Liu XZ, McKenzie EH, Jeewon R, Liu JK, Zhang XL, Zhao Q, Hyde KD. (2019) Fungicolous fungi: Terminology, diversity, distribution, evolution, and species checklist. Fungal Diversity 95(1): 337–430. 10.1007/s13225-019-00422-9 [DOI] [Google Scholar]
- Sun YR, Jayawardena RS, Sun JE, Wang Y. (2023) Pestalotioid species associated with medicinal plants in southwest China and Thailand. Microbiology Spectrum 11(1): e03987–e22. 10.1128/spectrum.03987-22 [DOI] [PMC free article] [PubMed]
- Swofford D. (2003) PAUP*. Phylogenetic analysis using parsimony (*and other methods). Version 4.0. Sinauer associates. Sunderland, Massachusetts.
- Tian S, Xu R, Bhunjun CS, Su W, Hyde KD, Li Y, Fu YP, Phukhamsakda C. (2022) Combination of morphological and molecular data support Pestalotiopsiseleutherococci (Sporocadaceae) as a new species. Phytotaxa 566(1): 105–120. 10.11646/phytotaxa.566.1.6 [DOI] [Google Scholar]
- Trifinopoulos J, Nguyen LT, von Haeseler A, Minh BQ. (2016) W-IQ-TREE: A fast online phylogenetic tool for maximum likelihood analysis. Nucleic Acids Research 44(W1): W232–W235. 10.1093/nar/gkw256 [DOI] [PMC free article] [PubMed]
- Tsai I, Maharachchikumbura SS, Hyde KD, Ariyawansa HA. (2018) Molecular phylogeny, morphology and pathogenicity of Pseudopestalotiopsis species on Ixora in Taiwan. Mycological Progress 17(8): 941–952. 10.1007/s11557-018-1404-7 [DOI] [Google Scholar]
- Tsai I, Chung CL, Lin SR, Hung TH, Shen TL, Hu CY, Hozzein WN, Ariyawansa HA. (2021) Cryptic diversity, molecular systematics, and pathogenicity of genus Pestalotiopsis and allied genera causing gray blight disease of tea in Taiwan, with a description of a new Pseudopestalotiopsis species. Plant Disease 105(2): 425–443. 10.1094/PDIS-05-20-1134-RE [DOI] [PubMed] [Google Scholar]
- Tsukamoto E, Hino T. (1956) On the twig blight of the tree peony and its causal fungus Pestalotiapaeoniicola sp. nov. Annals of the Phytopathological Society of Japan 21(4): 181–184. 10.3186/jjphytopath.21.181 [DOI] [Google Scholar]
- Wheeler KA, Hurdman BF, Pitt JI. (1991) Influence of pH on the growth of some toxigenic species of Aspergillus, Penicillium and Fusarium. International Journal of Food Microbiology 12(2-3): 141–150. 10.1016/0168-1605(91)90063-U [DOI] [PubMed] [Google Scholar]
- Xie J, Li J, Yang YH, Chen YH, Zhao PJ. (2014) Two new ambuic acid analogs from Pestalotiopsis sp. cr013. Phytochemistry Letters 10: 291–294. 10.1016/j.phytol.2014.10.002 [DOI] [Google Scholar]
- Xiong YR, Manawasinghe IS, Maharachchikumbura SSN, Lu L, Dong ZY, Xiang M, Xu B. (2022) Pestalotioid species associated with palm species from south China. Current Research in Environmental & Applied Mycology 12(1): 285–321. 10.5943/cream/12/1/18 [DOI] [Google Scholar]
- Zhang Y, Maharachchikumbura SSN, McKenzie E, Hyde KD. (2012) A novel species of Pestalotiopsis causing leaf spots of Trachycarpusfortunei. Cryptogamie. Mycologie 33(3): 311–318. 10.7872/crym.v33.iss3.2012.311 [DOI] [Google Scholar]
- Zhang J, Kapli P, Pavlidis P, Stamatakis A. (2013) A general species delimitation method with applications to phylogenetic placements. Bioinformatics 29: 2869e2876. 10.1093/bioinformatics/btt499 [DOI] [PMC free article] [PubMed]
- Zhang Z, Liu R, Liu S, Mu T, Zhang X, Xia J. (2022) Morphological and phylogenetic analyses reveal two new species of Sporocadaceae from Hainan, China. MycoKeys 88: 171–192. 10.3897/mycokeys.88.82229 [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
The morphological features of Pestalotiopsissensu lato fungi and GenBank accession numbers
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
Sheng-Yu Hsu, Yuan-Cheng Xu, Yu-Chen Lin, Wei-Yu Chuang, Shiou-Ruei Lin, Marc Stadler, Narumon Tangthirasunun, Ratchadawan Cheewangkoon, Hind A. AL-Shwaiman, Abdallah M. Elgorban, Hiran A. Ariyawansa
Data type
xlsx
Explanation note
table S1. The morphological features of pestalotiopsis-like fungi isolated in this study; table S2. GenBank accession numbers of Pestalotiopsis isolates included in the phylogenetic analysis; table S3. GenBank accession numbers of Neopestalotiopsis isolates included in the phylogenetic analysis; table S4. Primers and PCR conditions used to amplify ITS, tub2 and tef1-α gene regions; table S5. Nucleotide substitution models used in the phylogenetic analyses; table S6. Morphological comparison of Pestalotiopsischamaeropis and its closely-related taxa; table S7. Morphological comparison of Pestalotiopsishispanica and its closely-related taxa; table S8. Morphological comparison of Pestalotiopsismanyueyuanani and its closely-related taxa; table S9. Morphological comparison of Pestalotiopsistrachycarpicola and its closely-related taxa; table S10. The morphological comparison of Neopestalotiopsis strain NTUPPMCC 18-161 and its closely-related taxa; table S11. Mycelium growth of individual isolate of pestalotiopsis-like fungi at each temperature in this study; table S12. Mycelium growth of individual isolates of pestalotiopsis-like fungi at each pH in this study.
Phylogenetic trees generated by maximum parsimony analysis of single and combined ITS, tub2 and tef1-α sequence data
This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.
Sheng-Yu Hsu, Yuan-Cheng Xu, Yu-Chen Lin, Wei-Yu Chuang, Shiou-Ruei Lin, Marc Stadler, Narumon Tangthirasunun, Ratchadawan Cheewangkoon, Hind A. AL-Shwaiman, Abdallah M. Elgorban, Hiran A. Ariyawansa
Data type
Explanation note
fig. S1. Phylogenetic tree generated by maximum parsimony analysis of combined ITS, tub2 and tef1-α sequence data of Pestalotiopsis. MPB values ≥ 70% are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Neopestalotiopsisprotearum CBS 114178 was used as an outgroup to rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S2. Phylogenetic tree obtained through Bayesian Inference for the dataset of ITS, tub2 and tef1-α loci of Pestalotiopsis. PP ≥ 0.95 are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Neopestalotiopsisprotearum CBS 114178 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S3. Phylogenetic tree generated by maximum parsimony analysis of combined ITS, tub2 and tef1-α sequence data of Neopestalotiopsis. MPB values ≥ 70% are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S4. Phylogenetic tree obtained through Bayesian inference for the dataset of ITS, tub2 and tef1-α loci of Neopestalotiopsis. PP ≥ 0.95 are given at the nodes. The scale-bar represents the number of nucleotide substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S5. Phylogenetic tree generated by Maximum Likelihood analysis of ITS sequence data of Pestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Neopestalotiopsisprotearum (CBS 114178) was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S6. Phylogenetic tree generated by Maximum Likelihood analysis of tub2 sequence data of Pestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Neopestalotiopsisprotearum (CBS 114178) was used as an outgroup for rooting the tree. New isolates are in red, and taxa representing ex-type cultures are in bold; fig. S7. Phylogenetic tree generated by Maximum Likelihood analysis of tef1-α sequence data of Pestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Neopestalotiopsisprotearum (CBS 114178) was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S8. Phylogenetic tree generated by Maximum Likelihood analysis of ITS sequence data of Neopestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S9. Phylogenetic tree generated by Maximum Likelihood analysis of tub2 sequence data of Neopestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold; fig. S10. Phylogenetic tree generated by Maximum Likelihood analysis of tef1-α sequence data of Neopestalotiopsis. MLB values ≥ 70% are given at the nodes. The scale-bar shows the number of estimated substitutions per site. Pseudopestalotiopsistheae MFLUCC 12-0055 was used as an outgroup for rooting the tree. New isolates are in red and taxa representing ex-type cultures are in bold.
Data Availability Statement
All of the data that support the findings of this study are available in the main text or Supplementary Information.