Abstract
The lichenised fungal genus Pyrenula is a very common crustose lichen element in tropical to subtropical forests, but little research has been done on this genus in China. During our study on Pyrenula in China, based on morphological characteristics, chemical traits and molecular phylogenetic analysis (ITS and nuLSU), three new 3-septate species with red or orange oil in over-mature ascospores were found: Pyrenulainspersasp. nov., P.thailandicoidessp. nov. and P.apiculatasp. nov. Compared to the known 3-septate species of Pyrenula with red or orange oil, P.inspersa is characterised by the inspersed hamathecium; P.thailandicoides is characterised by the IKI+ red hamathecium and the existence of an unknown lichen substance; and P.apiculata is characterised by the absence of endospore layers in the spore tips and the absence of pseudocyphellae. It is reported for the first time that the presence of a gelatinous halo around the ascospores of Pyrenula is common. A word key for the Pyrenula species with red or orange oil in over-mature ascospores is provided.
Key words: morphology, new species, phylogeny, Pyrenulaceae, taxonomy
Introduction
The lichen genus Pyrenula Ach. (Pyrenulaceae) was first established by Acharius, with Pyrenulanitida (Weigel) Ach. as the type species (Acharius 1814). Pyrenula is mainly a tropical and subtropical genus (Mendonça et al. 2016) and the Neotropics are the centre of diversity of the genus, which typically grow on bark (Aptroot 2012). The genus is characterised by UV– or UV+ yellow thallus, with or without pseudocyphellae, with or without lichexanthone or anthraquinones, perithecioid ascomata, occasionally inspersed hamathecia, unbranched filaments and distoseptate, transversely septate or (sub)muriform ascospores (Aptroot 2012; Mendonça et al. 2016).
In a world key of Pyrenula species, Aptroot (2012) accepted 169 species out of the ca. 745 named taxa in the genus. Since then, many new species of Pyrenula have been described and the genus now comprises ca. 238 species (Aptroot 2012, 2021; Aptroot et al. 2018; Ingle et al. 2018; Miranda-González et al. 2022; Mishra et al. 2022; Lücking et al. 2023; Soto-Medina et al. 2023), of which 41 species have so far been found in China (Aptroot 2012, 2021; Wang et al. 2018; Fu et al. 2018, 2019; Wei 2020; Xie et al. 2021).
Harris (1989) was the first to recognise the presence of red or orange oily granules in over-mature ascospores of some Pyrenula species and to point out the significance of the degradation stage of spores for the taxonomy of Pyrenula. Aptroot et al (2013) described the degradation process in detail: in a few species, the old spores assume a reddish tinge, the wall becomes red-brown and the remains of the lumina develop into red or orange granules. Now, a total of seven species with red or orange oil in over-mature ascospores have been reported, of which four have transverse distoseptate ascospores, viz. P.concastroma R.C. Harris, P.bahiana Malme, P.sexlocularis (Nyl.) Müll. Arg. and P.thailandica Aptroot; three have (sub)muriform ascospores, viz. P.seminuda (Müll. Arg.) Sipman & Aptroot, P.breutelii (Müll. Arg.) Aptroot and P.macularis (Zahlbr.) R.C. Harris. Our study adds three septate Pyrenula species with red or orange oily granules in over-mature ascospores.
As far as we can tell, there have been no reports of a gelatinous halo around the ascospores in Pyrenula. This could mislead lichen taxonomists into believing that ascospore gelatinous haloes are absent in this genus. However, during our study of Pyrenula in southern China, we found that gelatinous haloes are common in this genus and present in all the three new species described here.
In term of molecular data, the attempts to infer relationships within Pyrenulaceae presented two well-supported groups that do not seem to differ based on their morphology, apart from the presence/absence of pseudocyphellae; meanwhile, delimitation problems in few taxa, for instance, P.quassiicola and P.mamillana, were highlighted (Weerakoon et al. 2012; Gueidan et al. 2016). Our phylogenetic analysis using ribosomal genes (nuLSU and ITS) confirmed the above conclusions and supported the description of three new species.
Materials and methods
Morphological and chemical analyses
The specimens were collected in southern China and deposited in the Fungarium, College of Life Sciences, Liaocheng University, China (LCUF). Morphological and anatomical characters of thalli and apothecia were examined and photographed under an Olympus SZX16 dissecting microscope and an Olympus BX53 compound microscope. The lichen secondary metabolites were detected and identified by thin-layer chromatography using solvent C and B (Orange et al. 2010; Jia and Wei 2016).
DNA extraction, PCR sequencing and phylogenetic analysis
Genomic DNA was extracted from ascomata using the Hi-DNA-secure Plant Kit (Tiangen, Beijing, China) according to the manufacturer’s protocol. The nuLSU and ITS regions were amplified using the primer pair AL2R/LR6 (Vilgalys and Hester 1990; Mangold et al. 2008) and ITS1F/ITS4 (White et al. 1990; Gardes and Bruns 1993). The PCR amplification progress followed Dou et al. (2018) and the PCR products were sequenced by Biosune Inc. (Shanghai). The newly-generated sequences were submitted to GenBank (Table 1).
Table 1.
Information for the sequences used in this study. Newly-generated sequences are shown in bold.
| Species Name | Specimen No. | Locality | GenBank accession number | |
|---|---|---|---|---|
| ITS | nuLSU | |||
| P.thailandicoides M.Z. Dou & Z.F. Jia | FJ220208 | China Fujian | OR578593 | — |
| YN18212 | China Yunnan | OR578589 | OR578570 | |
| YN18015 | China Yunnan | OR578590 | OR578571 | |
| P.inspersa M.Z. Dou & Z.F. Jia | HN17058 | China Hainan | OR578591 | OR578572 |
| P.apiculata M.Z. Dou & Z.F. Jia | YN18172 | China Yunnan | OR578592 | OR578573 |
| P.cf.acutalis R.C. Harris | F_19092_b | Australia | — | DQ329026 |
| P.aff.aggregataspistea Aptroot & M. Cáceres | AA11618 | Brazil | — | KT808561 |
| P.aggregataspistea Aptroot & M. Cáceres | AA11216 | Brazil | KT820112 | KT808557 |
| P.anomala (Ach.) A. Massal. | AA11222 | Brazil | KT820168 | KT808607 |
| AA11607 | Brazil | KT820116 | — | |
| AA15591 | Brazil | KT820113 | — | |
| P.arthoniotheca Upreti | AA11887 | Brazil | KT820120 | — |
| P.aspistea (Ach.) Ach | AA11263 | Brazil | KT820121 | KT808560 |
| AA13547 | Brazil | KT820123 | — | |
| CBS_109078 | Hong Kong | — | EF411063 | |
| CG3030 | Vietnam | KT820124 | KT808562 | |
| CG3060 | Vietnam | KT820125 | KT808564 | |
| CG3070 | Vietnam | KT820126 | — | |
| CG3071 | Vietnam | KT820127 | — | |
| GW1042 | Sri Lanka | JQ927450 | JQ927469 | |
| GW1044 | Sri Lanka | JQ927451 | JQ927470 | |
| RAMK17271 | Thailand | KT820128 | — | |
| RAMK17277 | Thailand | KT820129 | KT808563 | |
| P.astroidea (Fée) R.C. Harris | RAMK17281 | Thailand | KT820088 | — |
| P.bahiana Malme | RVH1 | Laos | KT820090 | — |
| RVH2 | Laos | KT820091 | KT808614 | |
| RVH3 | Laos | KT820092 | KT808605 | |
| P.balia (Kremp.) R.C. Harris | CG3063 | Vietnam | KT820130 | KT808566 |
| P.brunnea Fée | CG3023 | Vietnam | KT820093 | — |
| P.cf.subglabrata (Nyl.) Müll. Arg | CG3028 | Vietnam | KT820140 | KT808574 |
| P.chlorospila (Nyl.) Arnol | CG1520b | England | JQ927452 | JQ927471 |
| P.cornutispora Aptroot & M. Cáceres | AA11938 | Brazil | KT820131 | KT808618 |
| ISE_AA11938 | Brazil | NR_158911 | NG_060160 | |
| P.corticata (Müll. Arg.) R.C. Harris | AA11443 | Brazil | KT820132 | KT808568 |
| AA11466 | Brazil | KT820133 | KT808569 | |
| P.confinis (Nyl.) R.C. Harris | AA13575 | Brazil | — | KT808567 |
| P.cruenta (Mont.) Vain | Green_PYCR12 | USA | KC592268 | — |
| Green_PYCR16 | USA | KC592269 | — | |
| Green_PYCR4 | USA | KC592267 | — | |
| Lutzoni_9806174 | Puerto Rico | — | AF279407 | |
| P.fetivica (Kremp.) Müll. Arg | CG1963 | Vietnam | KT820134 | — |
| P.fetivica (Kremp.) Müll. Arg | GW307A | Sri Lanka | JQ927453 | JQ927472 |
| GW835 | Sri Lanka | JQ927454 | — | |
| P.infraleucotrypa Aptroot & M. Cáceres | AA11105 | Brazil | KT820114 | KT808558 |
| AA11468 | Brazi | KT820136 | — | |
| AA11499 | Brazi | KT820115 | — | |
| AA15450 | Brazi | KT820142 | KT808575 | |
| AA15451 | Brazi | KT820117 | KT808559 | |
| P.inframamillana Aptroot & M. Cáceres | AA11220 | Brazi | KT820137 | KT808572 |
| AA11272 | Brazi | KT820138 | KT808571 | |
| AA11897 | Brazi | KT820139 | KT808573 | |
| P.laevigata (Pers.) Arnold | OL_206758 | Norway | MK812685 | — |
| OL_206773 | Norway | MK812185 | — | |
| Palice 5608 | Slovakia | — | AY607736 | |
| P.cf.leucostoma Ach. | F_19082 | Australia | — | DQ329024 |
| P.macrospora (Degel.) Coppins & P. James | CG1520a | England | JQ927455 | JQ927473 |
| P.mamillana (Ach.) Trevis. | AA11342 | Brazil | KT820143 | KT808576 |
| AA11610 | Brazil | KT820144 | KT808615 | |
| AA11846 | Brazil | KT820145 | KT808617 | |
| AA15465 | Brazil | KT820146 | KT808579 | |
| CG3014 | Vietnam | KT820147 | KT808580 | |
| CG3034 | Vietnam | KT820149 | KT808582 | |
| CG3058 | Vietnam | KT820150 | KT808583 | |
| CG3059 | Vietnam | KT820151 | KT808584 | |
| P.aff.mamillana (Ach.) Trevis. | GW818A | Sri Lank | JQ927456 | JQ927474 |
| P.massariospora (Starbäck) R.C. Harris | CG3061 | Vietnam | KT820153 | KT808585 |
| CG3062 | Vietnam | KT820154 | KT808586 | |
| GW1028 | Sri Lanka | JQ927457 | JQ927475 | |
| P.minor Fée | AA11505 | Brazil | KT820155 | KT808620 |
| AA13516 | Brazil | — | KT808587 | |
| P.minutispora Aptroot & M. Cáceres | AA11877 | Brazil | KT820119 | — |
| ABL_AA11877 | Brazil | NR_136140 | — | |
| P.nitida (Weigel) Ach. | 17076 | Poland | MN387114 | — |
| 17081 | Poland | MN387115 | — | |
| 17146 | Poland | MN387116 | — | |
| 17189 | Poland | MN387117 | — | |
| F_5929 | Czech Republic | JQ927458 | DQ329023 | |
| s. n. | Germany | — | AY607737 | |
| P.nitidella (Flörke) Müll. Arg. | 17082 | Poland | MN387139 | — |
| CG3027 | Vietnam | KT820156 | — | |
| P.occidentalis (R.C. Harris) R.C. Harris | OL_206777 | Norway | MK811633 | — |
| P.ochraceoflava (Nyl.) R.C. Harris | Gaya_160308_EGB11 | USA | KC592275 | — |
| P.punctella (Nyl.) Trevis. | Tripp4522 | — | KT232213 | — |
| P.pyrenuloides (Mont.) R.C. Harris | CG1545 | Vietnam | KT820094 | — |
| P.quassiicola Fée | CG3001 | Vietnam | KT820098 | KT808588 |
| CG3019 | Vietnam | KT820101 | KT808591 | |
| CG3032 | Vietnam | KT820104 | KT808592 | |
| CG3033 | Vietnam | KT820105 | KT808593 | |
| RVH6 | Laos | KT820107 | KT808595 | |
| P.sanguinea Aptroot, M. Cáceres & Lücking | 15707F | Brazil | — | KF697129 |
| P.leucostoma Aptroot & Gueidan | AFTOL_ID387 | USA | DQ782845 | — |
| DUKE_0047599 | — | NR_119610 | NG_068722 | |
| Reeb VR 14 VI 025 | USA | — | AY640962 | |
| P.reginae E.L. Lima, Aptroot & M. Cáceres | ELL0010 | Brazil | — | KT808596 |
| P.rubronitidula Aptroot & M. Cáceres | AA11332 | Brazil | KT820157 | KT808597 |
| AA15603 | Brazil | KT820158 | — | |
| AA11697 | Brazil | KT820159 | KT808616 | |
| ISE_AA11697 | Brazil | NR_158913 | NG_06015 | |
| P.scutata (Stirt.) Zahlbr | CG1635 | Vietnam | KT820160 | KT808598 |
| P.septicollaris (Eschw.) R.C. Harris | AA13534 | Brazil | KT820166 | KT808610 |
| AA13546 | Brazil | KT820161 | — | |
| AA13555 | Brazil | KT820167 | — | |
| AA15009 | Brazil | — | KT808599 | |
| AA15012 | Brazil | KT820162 | KT808600 | |
| AA15021 | Brazil | KT820163 | KT808601 | |
| AA15023 | Brazil | KT820164 | KT808602 | |
| AA15038 | Brazil | — | KT808603 | |
| AA15042 | Brazil | KT820165 | KT808604 | |
| P.sexlocularis (Eschw.) R.C. Harris | RAMK17261 | Thailand | KT820108 | KT808606 |
| P. sp. | F19113n | Australia | — | DQ329027 |
| CG3009 | Vietnam | KT820110 | KT808611 | |
| F19082r | Australia | JQ927461 | DQ329025 | |
| LHD210 | Vietnam | AB935436 | — | |
| P.subelliptica (Tuck.) R.C. Harris | RVH5 | Laos | KT820106 | KT808594 |
| P.subglabrata (Nyl.) Müll. Arg. | CG3069 | Vietnam | KT820169 | KT808608 |
| P.subpraelucida Müll. Arg. | F_17550_f | Costa Rica | — | DQ329015 |
| P.thelemorpha Tuck. | F_19082 | Australia | JQ927460 | — |
| P.viridipyrgilla Aptroot & M. Cáceres | AA11864 | Brazil | KT820170 | KT808619 |
| ISE_AA11864 | Brazil | NR_158914 | — | |
| Cyphellophoraeuropaea (de Hoog, Mayser & Haase) Réblová & Unter. | CBS129_96 | — | EF551553 | FJ358248 |
| Endocarponpusillum Hedw. | CG470 | — | JQ927447 | EF643754 |
Multi-locus (ITS and nuLSU) phylogenetic analysis was performed. The combined analysis included 187 sequences (Table 1), of which nine sequences were newly generated and 178 were downloaded in GenBank (Lutzoni et al. 2001; Geiser et al. 2006; Weerakoon et al. 2012; Gueidan et al. 2016). The dataset represented 121 taxa, amongst which two out-group species, Endocarponpusillum and Cyphellophoraeuropaea, were chosen, based on previous studies (Weerakoon et al. 2012; Gueidan et al. 2016). All Pyrenula taxa that could be found in GenBank were included in our data matrix.
The alignment of sequences for each marker (ITS and nuLSU) was undertaken independently by applying MAFFT 7 (Katoh and Standley 2013). We used the “maskSegment” function in the R package AlignmentFilter (Zhang et al. 2023) to mask ambiguously-aligned or overly-divergent segments (stringency-controlling parameter prob set to 0.05) and then used the “degap” function to remove sites with more than 50% gaps. The congruence of the two datasets was tested using a 70% reciprocal bootstrap criterion (Mason-Gamer and Kellogg 1996): the two matrices (nuLSU, ITS) were analysed separately with RAxML v.8.2.12 (Stamatakis 2014) using 100 bootstrap pseudoreplicates and implementing a GTRGAMMA model on the CIPRES Web Portal (http://www.phylo.org). The resulting trees were compared and any hard conflicts detected were eliminated by pruning sequences or taxa out of the datasets. The two single-locus alignments were concatenated in PhyloSuite v.1.2.2 (Zhang et al. 2020). The concatenated data matrix comprised 1581 characters (674 for ITS and 907 for nuLSU). For BI (Bayesian Inference) analysis, PartitionFinder 2 (Lanfear et al. 2017) was used to determine the best-fit model for each partition. The dataset was partitioned into gene groups, with the GTR+I+G and SYM+I+G substitution models applied to ITS gene and nuLSU gene, respectively. BI analysis was performed with MrBayes 3.2.7 (Ronquist et al 2012). Two runs of four chains were carried out for 10,000,000 generations and trees were sampled every 1000 generations. The convergence of parameters was checked with the programme Tracer v.1.6 (Rambaut et al. 2014). The first 25% of the convergence runs were discarded as burn-in. Construction of the ML (Maximum Likelihood) tree was undertaken by applying RAxML v.8.2.12 (Stamatakis 2014), using 100 bootstrap pseudoreplicates and a GTRGAMMA model on the CIPRES Web Portal (http://www.phylo.org). ML bootstrap values (BS) ≥ 70% and Bayesian posterior probabilities (PP) ≥ 0.95 were considered as significantly supported. The datasets/alignments were deposited in TreeBase (http://purl.org/phylo/treebase/phylows/study/TB2:S31046).
Results and discussion
Phylogenetic analyses
The dataset includes 105 ITS sequences and 82 LSU sequences, of which five ITS sequences and four LSU sequences are newly generated in this study. The BI and ML trees showed similar topologies, so only the BI tree is provided here as Fig. 1. Compared with the dataset of Gueidan et al. (2016), our phylogenetic analysis includes nine additional species (Pyrenulapunctella, P.nitidella, P.cf.acutalis, P.cf.leucostoma, P.sanguinea, P.occidentalis and three new species) and confirms the presence of two main well-supported monophyletic groups in accord with the presence/absence of pseudocyphellae as shown in Weerakoon et al. (2012) and Gueidan et al. (2016). Our phylogenetic results also indicate that delimitation problems affect several taxa, for example, P.mamillana, P.quassiicola and P.rubrostigma, which is consistent with Gueidan et al. (2016).
Figure 1.
Phylogeny of the family Pyrenulaceae, based on a two-gene dataset (ITS and nuLSU) and 121 taxa a overview of the entire tree and details of Group 1 b details of Group 2. Most likely tree obtained using MrBayes. Support values are reported above the branches [posterior probability (PP)/bootstrap value (BS)]. Only significant values (higher than 95% PP and higher than 70% BS) are shown. Cyphellophoraeuropaea and Endocarponpusillum are the out-group taxa.
The three specimens of Pyrenulathailandicoides form a well-supported monophyletic group (1/100 and 0.99/83). Pyrenulathailandicoides is sister to P.sexlocularis, but with very low support (0.52/-, Suppl. material 1). Pyrenulainspersa is sister to P.quassiicola clade 1 with low support (0.79/-) and P.apiculata forms the first diverging lineage in Group 1 with strong support (1/100). The three new species all belong to Group 1.
Taxonomy
1. Pyrenula inspersa
M.Z. Dou & Z.F. Jia sp. nov.
0C60A5DA-2CD2-5330-A20C-AF9E3D024FA6
Fungal Names: FN 571675
Figure 2.
Pyrenulainspersa (LCUF HN17058) A thallus with apothecia B apothecia and pseudocyphellae C, F–H ascospores at different developmental stages, over-mature ascospores with orange-oil can be seen in C, F and H D section of apothecium E section visualised with polarised light showing cortex of apothecium with crystals, red stars in D–H show the inspersion in hamathecium I–K young ascospores, red arrows show gelatinous halo. Scale bars: 2 mm (A); 1 mm (B); 10 μm (C, I); 200 μm (D, E); 50 μm (F, H); 35 μm (G); 20 μm (J, K).
Diagnosis.
The new species can be distinguished from the most similar species Pyrenulathailandica Aptroot by the hamathecium densely inspersed with minute granules and colourless oil droplets.
Type.
China. Hainan Province: Changjiang County, Bawangling Nature Reserve, Yajia, 19°05′07′′N, 109°07′25′′E, alt. 444 m, on bark, 10 December 2017, X.H. Wu HN17058 (LCUF:holotype: HN17058; GenBank OR578591 for ITS and OR578572 for LSU).
Description.
Thallus corticolous, crustose, brown, surface dull, uneven, corticate with pseudocyphellae, UV-. Ascomata perithecioid, emergent, dispersed, aggregated occasionally when crowded, hemispherical, 1–1.5 mm diam., with crystals, KOH-. Ostioles apical. Hamathecium heavily inspersed with minute granules and colourless oil droplets (close-up in Suppl. material 2), IKI-. Ascospores 8 per ascus, irregularly biseriate, with gelatinous halo before becoming old, 3-septate, 28.5–50 × 10–20 μm; middle lumina diamond-shaped, end lumina triangular, with a thick layer of endospore in the spore tips; hyaline when young, brown when mature, over-mature ascospores with orange oil.
Chemistry.
Thallus K-, C-, KC-, UV-, hamathecium IKI-.
Ecology and distribution.
The new species is currently only known from the tropical regions of southern China on bark.
Etymology.
The specific epithet inspersa refers to the inspersed hamathecium.
Note.
This new species is similar to Pyrenulathailandica, P.bahiana and P.concastroma in having 3-septate ascospores with red or orange oil when over-mature. It differs from P.thailandica by an inspersed hamathecium and larger ascomata, which are in the latter species 0.6–1.1 mm wide (Aptroot 2012; Aptroot et al. 2012, 2013; Ingle et al. 2018). This new species differs from P.bahiana by larger ascospores, which are in the latter species 26–33(–35) × 10–13(–15) μm (Malme 1929; Aptroot 2012; Aptroot et al. 2013; Ingle et al. 2018). Pyrenulaconcastroma differs from the new species by the mostly aggregated ascomata with fused walls, but separate ostioles (Aptroot 2012; Schumm and Aptroot 2021). Although P.quassiicola and P.pyrenuloides are phylogenetically close to this new species, they can be distinguished easily by the morphology. P.quassiicola has smaller ascomata (0.3–0.7 mm), smaller ascospores (28–35 (–40) × 12–16 μm) containing colourless oil when over-mature and not inspersed, IKI+ (orange) hamathecium (Harris 1989). P.pyrenuloides has smaller ascomata (0.5–1.0 mm), larger ascospores (50–62 × 18–24 μm) containing no oil when over-mature and not inspersed, IKI+ (orange) hamathecium (Harris 1989).
2. Pyrenula thailandicoides
M.Z. Dou & Z.F. Jia sp. nov.
B156A89A-4B92-5989-9958-825D0259E12C
Fungal Names: FN 571676
Figure 3.
Pyrenulathailandicoides (LCUF YN18212) A, B thallus with apothecia C, D ascospores at different developmental stages, over-mature ascospores with red-oil can be seen in C, red arrows in D show gelatinous halo E IKI+ red hamathecium. Scale bars: 2 mm (A); 1 mm (B); 30 μm (C); 20 μm (D); 50 μm (E).
Diagnosis.
The new species can be distinguished from the most closely-related species Pyrenulathailandica by the IKI+ red hamathecium and an unidentified lichen substance.
Type.
China. Yunnan Province: Mengla County, Xishuangbanna Tropic Botanical Garden, Chinese Academy of Sciences, Rainforest Valley, 21°54′51′′N, 101°11′28′′E, alt. 626 m, on bark, 26 January 2018, X.H. Wu YN18212 (LCUF: holotype: YN18212; GenBank OR578589 for ITS and OR578570 for LSU).
Description.
Thallus corticolous, crustose, olive-green, corticate with few pseudocyphellae, UV-. Ascomata perithecioid, emergent, dispersed, conical, 0.8–1.6 mm diam., with crystals, KOH-. Ostioles apical, white, 0.25–0.45 mm. Hamathecium not inspersed (close-up in Suppl. material 3), IKI+/I+ red (Fig. 2 and Suppl. material 4). Ascospores 8 per ascus, irregularly biseriate, with gelatinous halo before becoming old, 3-septate, (30–)35–55 × (12–)15–23 μm; middle lumina diamond-shaped, end lumina triangular, with a thick layer of endospores in the spore tips; hyaline when young, reddish-brown when mature, over-mature ascospores with red oil.
Chemistry.
Thallus K+ orange–brown, C-, KC+ yellow, UV-, hamathecium IKI+ red, TLC showed an unidentified substance at Rf four of solvent C (Suppl. material 5).
Ecology and distribution.
The new species is currently only known from the tropical and subtropical regions of southern China on bark.
Etymology.
The specific epithet thailandicoides refers to the similarity to Pyrenulathailandica.
Additional specimens examined.
China. Yunnan Province: Mengla County, Xishuangbanna Tropic Botanical Garden, Chinese Academy of Sciences, 21°55′37′′N, 101°15′27′′E, alt. 555 m, on bark, 25 January 2018, X. Zhao YN18015 (LCUF; YN18015; GenBank OR578590 for ITS and OR578571 for LSU). China. Fujian Province: Longyan City, Dongxiao National Forest Park, Frog Stone, 24°58′07′′N, 117°01′14′′E, alt. 679 m, on bark, 12 July 2022, Z.G. Ma FJ220208 (LCUF; GenBank OR578593 for ITS).
Notes.
This new species is similar to Pyrenulathailandica, P.bahiana and P.concastroma in having 3-septate ascospores with red or orange oil when over-mature. The colour reaction of hamathecium of Pyrenula species in IKI is negative (such as Pyrenulathailandica and P.bahiana) or IKI+ red/orangish (such as P.concastroma) or IKI+ blue (such as P.massariospora). This new species differs from P.thailandica by its IKI+ red hamathecium and an unidentified lichen substance (Aptroot 2012; Aptroot et al. 2012, 2013; Ingle et al. 2018). This new species differs from P.bahiana by its IKI+ red hamathecium, an unidentified lichen substance and larger ascospores, the latter 26–33(–35) × 10–13(–15) μm (Malme 1929; Aptroot 2012; Aptroot et al. 2013; Ingle et al. 2018). P.concastroma differs from the new species by the mostly aggregated ascomata with fused walls, but separate ostioles (Aptroot 2012; Schumm and Aptroot 2021).
3. Pyrenula apiculata
M.Z. Dou & Z.F. Jia sp. nov.
A9FAD0C7-282C-5DC0-A86A-8D1E217DE2FF
Fungal Names: FN 571678
Figure 4.

Pyrenulaapiculata (LCUF YN18172) A, B thallus with apothecia C–E over-mature ascospores with red oil F–I ascospores at different developmental stages, red arrow in F shows gelatinous sheath. Scale bars: 2 mm (A); 1 mm (B); 5 μm (C, E, I); 10 μm (D, F, H); 20 μm (G).
Diagnosis.
The new species can be distinguished from the most similar species Pyrenulabahiana by the absence of endospore layers in the spore tips and the absence of pseudocyphellae.
Type.
China. Yunnan Province: Mengla County, Xishuangbanna Tropic Botanical Garden, Chinese Academy of Sciences, Green Stone Forest, Buttress Roots, 21°54′39′′N, 101°17′05′′E, alt. 672 m, on bark, 26 January 2018, X. Zhao YN18172 (LCUF: holotype: YN18172; GenBank OR578592 for ITS and OR578573 for LSU).
Description.
Thallus corticolous, crustose, olive-green, corticate without pseudocyphellae, UV-. Ascomata perithecioid, emergent, dispersed, conical, flattened, 0.3–0.5 mm diam., with crystals, the sides partly covered by the thallus, KOH-. Ostioles apical, black. Hamathecium not inspersed, IKI-. Ascospores 8 per ascus, uniseriate, with gelatinous halo before becoming old, 3-septate, 18–34 × 10–15 μm; middle lumina triangular to round, end lumina triangular, without layer of endospore in the spore tips; hyaline when young, reddish-brown when mature, over-mature ascospores with red oil.
Chemistry.
Thallus K-, C-, KC-, UV-, hamathecium IKI-.
Ecology and distribution.
The new species is currently only known from the tropical region of southern China on bark.
Etymology.
The specific epithet apiculata refers to the pointed bulge of the end locules of ascospores.
Additional specimens examined.
China. Yunnan Province: Mengla County, Xishuangbanna Tropic Botanical Garden, Chinese Academy of Sciences, Green Stone Forest, Buttress Roots, 21°54′39′′N, 101°17′05′′E, alt. 672 m, on bark, 26 January 2018, X. Zhao YN18173 (LCUF, GenBank for ITS and for LSU), same locality, YN18174; China.
Notes.
This new species is similar to Pyrenulathailandica, P.bahiana and P.concastroma in having 3-septate ascospores with red or orange oil when over-mature. It differs from P.thailandica by the absence of pseudocyphellae, the absence of endospore layers in the spore tips and reddish-brown and smaller ascospores, which measure in the latter (30–)35–51 × (10–)14–20 μm (Aptroot 2012; Aptroot et al. 2012, 2013; Ingle et al. 2018). This new species differs from P.bahiana by the reddish-brown ascospores when mature, absence of endospore layers in the spore tips and absence of pseudocyphellae (Aptroot 2012; Aptroot et al. 2013; Ingle et al. 2018). P.concastroma differs from the new species by the mostly aggregated ascomata with fused walls, but separate ostioles (Aptroot 2012; Schumm and Aptroot 2021).
Key to Pyrenula with red or orange oil in over-mature ascospores
| 1 | Ascospores transversely septate | 2 |
| – | Ascospores submuriform to muriform | 8 |
| 2 | Ascospores 5-septate, 22–34 × 8–14 µm | Pyrenulasexlocularis (Nyl.) Müll. Arg. |
| – | Ascospores 3-septate | 3 |
| 3 | Ascomata mostly aggregated, with fused walls, but with separate ostioles, ascospores 31–40 × 15–16 µm | Pyrenulaconcastroma R.C. Harris |
| – | Ascomata mostly simple, only aggregated by chance when crowded | 4 |
| 4 | Hamathecium inspersed, ascospores 28.5–50 × 10–20 μm, ascomata ca. 1–1.5 mm diam | Pyrenulainspersa M.Z. Dou & Z.F. Jia |
| – | Hamathecium not inspersed | 5 |
| 5 | Ascospores < 35 μm long | 6 |
| – | Ascospores > 35 μm long | 7 |
| 6 | Terminal locules directly against the exospore wall; ascospores 18–34 × 10–15 μm; ascomata ca. 0.3–0.5 mm diam | Pyrenulaapiculata M.Z. Dou & Z.F. Jia |
| – | Terminal locules separated from the exospore wall by endospore thickening; ascospores 26–33(–35) × 10–13(–15) µm; ascomata ca. 0.4–0.6 mm diam | Pyrenulabahiana Malme |
| 7 | Hamathecium IKI-; no substances detected by TLC; ascospores (30–)35–51 × (10–)14–20 µm; ascomata ca. 0.6–1.1 mm diam | Pyrenulathailandica Aptroot |
| – | Hamathecium IKI+ red; TLC showed an unidentified substance at Rf four of solvent C; ascospores (30–)35–55 × (12–)15–23 µm; ascomata ca. 0.8–1.6 mm diam | Pyrenulathailandicoides M.Z. Dou & Z.F. Jia |
| 8 | Ascospores submuriform, the sections usually simple, the rest bicellular, 22–40 × 10–17 µm | Pyrenulaseminuda (Müll. Arg.) Sipman & Aptroot |
| – | Ascospores muriform | 9 |
| 9 | Ascospores 25–35 × 12–13 µm, with 8 rows of 3–4 lumina per row | Pyrenulabreutelii (Müll. Arg.) Aptroot |
| – | Ascospores 35–45 × 14–16 μm, with 8 rows of 1–3 lumina per row | Pyrenulamacularis (Zahlbr.) R.C. Harris |
Supplementary Material
Acknowledgements
We sincerely thank Fangluan Gao (Fujian Agriculture and Forestry Univercity) and Xinmei Qin (Guangxi Institute of Botany, Guangxi Zhuang Autonomous Region and Chinese Academy of Sciences) for the generous help in analysing the data.
Citation
Dou M, Liu S, Li J, Aptroot A, Jia Z (2024) Three new Pyrenula species with 3-septate ascospores with red or orange oil when over-mature (Ascomycota, Pyrenulales, Pyrenulaceae) from China. MycoKeys 102: 107–125. https://doi.org/10.3897/mycokeys.102.113619
Additional information
Conflict of interest
The authors have declared that no competing interests exist.
Ethical statement
No ethical statement was reported.
Funding
This study was supported by the National Natural Science Foundation of China (32300005); Shandong Provincial Natural Science Foundation, China (ZR2023MC105 and ZR2023QC245); Doctoral Initiation Fund of Liaocheng University (318051813) and Research Fund of Liaocheng University (318012011).
Author contributions
Data curation: MD, JL, SL. Formal analysis: MD. Funding acquisition: MD. Methodology: JL, MD, SL. Project administration: MD. Software: SL, MD. Validation: ZJ, AA. Visualization: MD. Writing – original draft: MD. Writing – review and editing: MD, ZJ.
Author ORCIDs
Jiechen Li https://orcid.org/0009-0001-8819-8407
André Aptroot https://orcid.org/0000-0001-7949-2594
Data availability
All of the data that support the findings of this study are available in the main text or Supplementary Information.
Supplementary materials
ML tree showing the internal phylogeny of the family Pyrenulaceae, based on a two-gene dataset (ITS and nuLSU) and 121 taxa
This dataset is made available under the Ope.0n.0 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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
Explanation note
Cyphellophoraeuropaea and Endocarponpusillum are the out-group taxa. Only significant values (higher than 70% BS) are shown.
Section of the ascomata of Pyrenulainspersa (LCUF HN17058) showing hamathecium with inspersion
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
jpg
Section of the ascomata of Pyrenulathailandicoides (LCUF YN18212) showing hamathecium without inspersion
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
jpg
The colour reaction of hamathecium of Pyrenulathailandicoides (LCUF YN18212) just in I
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
tif
TLC test of the new species Pyrenulathailandicoides using C solvent systems
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
TLC test of the new species Pyrenulathailandicoides using B solvent systems
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
References
- Acharius E. (1814) Synopsis methodica lichenum. Litteris et sumptibus Svanborg et soc., Lund, 392 pp. [Google Scholar]
- Aptroot A. (2012) A world key to the species of Anthracothecium and Pyrenula. Lichenologist 44(1): 5–53. 10.1017/S0024282911000624 [DOI] [Google Scholar]
- Aptroot A. (2021) World key to the species of Pyrenulaceae and Trypetheliaceae. Archive for lichenology 29: 1–91. [Google Scholar]
- Aptroot A, Schumm F, Cáceres MES. (2012) Six new species of Pyrenula from the tropics. Lichenologist 44(5): 611–618. 10.1017/S0024282912000254 [DOI] [Google Scholar]
- Aptroot A, Sipman HJM, Cáceres MES. (2013) Twenty-one new species of Pyrenula from South America, with a note on over-mature ascospores. Lichenologist 45(2): 169–198. 10.1017/S0024282912000734 [DOI] [Google Scholar]
- Aptroot A, Sipman HJM, Mercado Diaz JA, Mendonça CO, Feuerstein SC, Cunha-Dias IPR, Pereira TA, Cáceres MES. (2018) Eight new species of Pyrenulaceae from the Neotropics, with a key to 3-septate Pyrgillus species. Lichenologist 50(1): 77–87. 10.1017/S0024282917000573 [DOI] [Google Scholar]
- Dou MZ, Wu XH, Li M, Zhao X, Jia ZF. (2018) Gyalectacaudiospora sp. Nov. from China. Mycotaxon 133(4): 721–727. 10.5248/133.721 [DOI] [Google Scholar]
- Fu JM, Wang ZL, Wang CX, Zhang LL. (2018) New records of six Pyrenula species from China. Mycotaxon 133(3): 473–480. 10.5248/133.473 [DOI] [Google Scholar]
- Fu JM, Aptroot A, Wang ZL, Zhang LL. (2019) Four Pyrenula species new to China. Mycotaxon 134(1): 155–160. 10.5248/134.155 [DOI] [Google Scholar]
- Gardes M, Bruns TD. (1993) ITS primers with enhanced specificity for Basidiomycetes – application to the identification of mycorrhiza and rusts. Molecular Ecology 2(2): 113–118. 10.1111/j.1365-294X.1993.tb00005.x [DOI] [PubMed] [Google Scholar]
- Geiser DM, Gueidan C, Miadlikowska J, Lutzoni F, Kauff F, Hofstetter V, Fraker E, Schoch C, Tibell L, Untereiner WA, Aptroot A. (2006) Eurotiomycetes: Eurotiomycetidae and Chaetothyriomycetidae. Mycologia 98(6): 1054–1065. 10.1080/15572536.2006.11832633 [DOI] [PubMed] [Google Scholar]
- Gueidan C, Aptroot A, Cáceres MES, Binh NQ. (2016) Molecular phylogeny of the tropical lichen family Pyrenulaceae: Contribution from dried herbarium specimens and FTA card samples. Mycological Progress 15(1): 1–21. 10.1007/s11557-015-1154-8 [DOI] [Google Scholar]
- Harris RC. (1989) A sketch of the family Pyrenulaceae in Eastern North America. Memoirs of the New York Botanical Garden 49: 74–107. [Google Scholar]
- Ingle KK, Uppadhyay V, Nayaka S, Trivedi S, Sahoo D. (2018) New records and an updated key of Pyrenula from India. Cryptogam Biodiversity and Assessment: 37–46. 10.21756/cab.esp7 [DOI]
- Jia ZF, Wei JC. (2016) Flora Lichenum Sinicorum (Vol. 13). – Ostropales (I) – Graphidaceae 1. Science Press, Beijing, 210 pp. [Google Scholar]
- Katoh K, Standley DM. (2013) MAFFT multiple sequence alignment software version 7: Improvements in performance and usability. Molecular Biology and Evolution 30(4): 772–780. 10.1093/molbev/mst010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lanfear R, Frandsen PB, Wright AM, Senfeld T, Calcott B. (2017) PartitionFinder 2: New methods for selecting partitioned models of evolution for molecular and morphological phylogenetic analyses. Molecular Biology and Evolution 34(3): 772–773. 10.1093/molbev/msw260 [DOI] [PubMed] [Google Scholar]
- Lücking R, Álvaro-Alba WR, Moncada B, Marín-Canchala NL, Tunjano SS, Cárdenas-López D. (2023) Lichens from the Colombian Amazon: 666 taxa including 28 new species and 157 new country records document an extraordinary diversity. The Bryologist 126(2): 242–303. 10.1639/0007-2745-126.2.242 [DOI] [Google Scholar]
- Lutzoni F, Pagel M, Reeb V. (2001) Major fungal lineages are derived from lichen symbiotic ancestors. Nature 411(6840): 937–940. 10.1038/35082053 [DOI] [PubMed] [Google Scholar]
- Malme GOA. (1929) Pyrenulae et Anthracothecia Herbarii Regnelliani. Arkiv før Botanik 22A(11): 1–40.
- Mangold A, Martín MP, Lücking R, Lumbsch HT. (2008) Molecular phylogeny suggests synonymy of Thelotremataceae within Graphidaceae (Ascomycota: Ostropales). Taxon 57(2): 476–486. 10.1017/S0024282908007366 [DOI] [Google Scholar]
- Mason-Gamer R, Kellogg E. (1996) Testing for phylogenetic conflict among molecular datasets in the tribe Triticeae (Graminae). Systematic Biology 45(4): 524–545. 10.1093/sysbio/45.4.524 [DOI] [Google Scholar]
- Mendonça CO, Aptroot A, Cáceres MES. (2016) Six new species of the lichen genus Pyrenula (Pyrenulaceae) from northeast Brazil. Phytotaxa 286(3): 169–176. 10.11646/phytotaxa.286.3.4 [DOI] [Google Scholar]
- Miranda-González R, Bungartz F, Lücking R, Gaya E, de Oliveira Mendonça C, Viñas-Portilla C, da Silva Cáceres ME, de los Angeles Herrera-Campos M. (2022) Phylogeny of the Pyrenulaochraceoflava group (Pyrenulaceae) reveals near-cryptic diversification and the inclusion of the Mazaediothecium album aggregate. The Bryologist 125(4): 541–557. 10.1639/0007-2745-125.4.541 [DOI] [Google Scholar]
- Mishra GK, Nayaka S, Upreti DK, Bajpai R. (2022) Pyrenulaawasthii sp. nov., containing lichexanthone and anthraquinone from India. Cryptogam Biodiversity and Assessment 6(1): 14–16. [Google Scholar]
- Orange A, James PW, White FJ. (2010) Microchemical Methods for the Identification of Lichens. British Lichen Society, London, 101 pp. [Google Scholar]
- Rambaut A, Suchard MA, Xie D, Drummond AJ. (2014) Tracer v1.6. http://beast.bio.ed.ac.uk/Tracer
- Ronquist F, Teslenko M, van der Mark P, Ayres DL, Darling A, Hohna 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]
- Schumm F, Aptroot A. (2021) Atlas of Pyrenulaceae and Trypetheliaceae (Vol 3): Lichenized Ascomycota. Books on Demand, 524 pp.
- Soto-Medina EA, Aptroot A, Lücking R. (2023) New species of lichen for Colombia tropical dry forest. Cryptogamie, Mycologie 44(7): 103–107. 10.5252/cryptogamie-mycologie2023v44a7 [DOI] [Google Scholar]
- Stamatakis A. (2014) RAxML version 8: A tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics 30(9): 1312–1313. 10.1093/bioinformatics/btu033 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vilgalys R, Hester M. (1990) Rapid genetic identification and mapping of enzymatically amplifed ribosomal DNA from several Cryptococcus species. Journal of Bacteriology 172(8): 4238–4246. 10.1128/jb.172.8.4238-4246.1990 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang ZL, Yan SK, Tang R, Sun MJ, Zhang LL. (2018) New records of Lepraria and Pyrenula from China. Mycotaxon 133(1): 89–96. 10.5248/133.89 [DOI] [Google Scholar]
- Weerakoon G, Aptroot A, Lumbsch HT, Wolseley PA, Wijeyaratne SC, Gueidan C. (2012) New molecular data on Pyrenulaceae from Sri Lanka reveal two well-supported groups within this family. Lichenologist 44(5): 639–647. 10.1017/S0024282912000333 [DOI] [Google Scholar]
- Wei JC. (2020) The Enumeration of Lichenized Fungi in China. China Forestry Publishing House, Beijing, 606 pp. [Google Scholar]
- White T, Bruns T, Lee S, Taylor J. (1990) Amplification and direct sequencing of fungal ribosomal RNA genes for phylogenetics. In: Innis MA, Gelfand DH, Snisky JJ, White TJ. (Eds) PCR Protocols: A Guide to Methods and Applications.Academic Press, New York, 315–322. 10.1016/B978-0-12-372180-8.50042-1 [DOI]
- Xie CM, Zhao ZT, Cheng PF, Zhang LL. (2021) Additional species of Pyrenula (Pyrenulaceae) from China. Herzogia 34(1): 93–100. 10.13158/heia.34.1.2021.93 [DOI] [Google Scholar]
- Zhang D, Gao FL, Jakovli I, Zou H, Wang GT. (2020) Phylosuite: An integrated and scalable desktop platform for streamlined molecular sequence data management and evolutionary phylogenetics studies. Molecular Ecology Resources 20(1): 348–355. 10.1111/1755-0998.13096 [DOI] [PubMed] [Google Scholar]
- Zhang Q, Qin XM, Lu YB, Li PW, Huang XY. (2023) A comprehensive alignment-filtering methodology improves phylogeny particularly by filtering overly divergent segments. bioRxiv. 10.1101/2023.12.26.573321 [DOI]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
ML tree showing the internal phylogeny of the family Pyrenulaceae, based on a two-gene dataset (ITS and nuLSU) and 121 taxa
This dataset is made available under the Ope.0n.0 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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
Explanation note
Cyphellophoraeuropaea and Endocarponpusillum are the out-group taxa. Only significant values (higher than 70% BS) are shown.
Section of the ascomata of Pyrenulainspersa (LCUF HN17058) showing hamathecium with inspersion
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
jpg
Section of the ascomata of Pyrenulathailandicoides (LCUF YN18212) showing hamathecium without inspersion
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
jpg
The colour reaction of hamathecium of Pyrenulathailandicoides (LCUF YN18212) just in I
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
tif
TLC test of the new species Pyrenulathailandicoides using C solvent systems
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
TLC test of the new species Pyrenulathailandicoides using B solvent systems
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.
Mingzhu Dou, Shengnan Liu, Jiechen Li, André Aptroot, Zefeng Jia
Data type
Data Availability Statement
All of the data that support the findings of this study are available in the main text or Supplementary Information.



