Abstract
Rich and diverse fungal species occur in different habitats on the earth. Many new taxa are being reported and described in increasing numbers with the advent of molecular phylogenetics. However, there are still a number of unknown fungi that have not yet been discovered and described. During a survey of fungal diversity in different habitats in China, we identified and proposed two new species, based on the morphology and multi-gene phylogenetic analyses. Herein, we report the descriptions, illustrations and molecular phylogeny of the two new species, Bisifusariumkeratinophilumsp. nov. and Ovatosporasinensissp. nov.
Key words: Fungal taxonomy, mesophilic fungus, phylogeny, thermophilic fungus, two new taxa
Introduction
The species diversity of fungi on earth is extremely rich, with some studies suggesting that there are as many as 5.1 million species of fungi (Blackwell 2011), while others believe that there are 3.8 million species of fungi on the earth (Hawksworth and Lücking 2017). More recent estimates suggest 2.5 million fungal species (Niskanen et al. 2023). With the rapid increase in fungal DNA sequence data obtained, the species names and numbers of fungi are constantly updated (Wijayawardene et al. 2020). fungi are one of the most diverse microbial communities on Earth and play a vital role in ecosystem processes and functions (Hyde et al. 2020). Meanwhile, fungi have an important influence on human life and production. On the one hand, they can produce a large number of biometabolites available to humans, such as various amino acids, enzymes, sugars, lipids, vitamins and antibiotics (Zhang et al. 2013; de Cassia Pereira et al. 2015; Pejin et al. 2019; Yokokawa et al. 2021; Arsenault et al. 2022; Mapook et al. 2022). On the other hand, they also infect humans, animals and plants and then cause great harm to human health and national economies (Fisher et al. 2012; Fisher et al. 2020; Zhang et al. 2023). At the same time, fungi widely exist in various habitats, such as forests, grasslands, zoos, hospitals, agricultural land (Li et al. 2014; Shao et al. 2021; Yao et al. 2021; Liu et al. 2022).
Due to factors such as global climate change, urban growth and environmental pollution, there is an increasingly accelerated loss of natural habitats worldwide, which, in turn, leads to a decrease in species diversity and the abundance of non-human organisms (Driscoll et al. 2018; Kurth et al. 2021). At present, the threat to species and their extinction rates have risen to dangerous levels threatening biological diversity. Latest data from the International Union for Conservation of Nature (IUCN) has fuelled growing societal concern, indicating that 28% of all assessed species are threatened with extinction, which is a nerve-wrackingly high figure (Löbl et al. 2023). In times of a biodiversity crisis, the community structure and species diversity of fungi are also inevitably affected by various factors. In many habitats, it is suspected that species are disappearing before they are discovered (Wang et al. 2018; Löbl et al. 2023). Therefore, it is necessary to accelerate the intensity and speed of investigating. Study on the diversity of fungal species on the earth should be one of the important issues of modern biology (Löbl et al. 2023).
Fortunately, our team has discovered many new fungal species during the investigation of fungal diversity in different habitats in China (Li et al. 2022a, b; Ren et al. 2022; Zhang et al. 2023; Wang et al. 2023). In this study, based on the morphology and multi-gene phylogenetic analyses, two new species from zoo soils were identified and described, respectively.
Materials and methods
Sample collection and fungal isolation
Soil samples were collected from two zoos, Shandong Province, China. Samples from 3–10 cm below the soil surface were collected, and placed in Ziploc plastic bags and brought back to the laboratory. Then, the 2 g collected samples were placed into a sterile conical flask containing 20 ml sterile water and thoroughly shaken using a Vortex vibration meter. Next, the suspension was diluted to a concentration of 10-3. Subsequently, 1 ml of the diluted sample was added to a sterile Petri dish and mixed with Sabouraud’s dextrose agar (SDA; peptone 10 g/l, dextrose 40 g/l, agar 20 g/l, 3.3 ml of 1% Bengal red aqueous solution) medium containing 50 mg/l penicillin and 50 mg/l streptomycin. After the plates were incubated at 25 °C and 45 °C for 1–2 weeks, single colonies were transferred from the plates to new potato dextrose agar (PDA, potato 200 g/l, dextrose 20 g/l, agar 20 g/l) plates.
Morphological study
The target strains were transferred to plates of malt extract agar (MEA), oatmeal agar (OA) and potato dextrose agar (PDA) and were incubated at 25 °C and 45 °C. After seven days, their colony characteristics (the colony colours and diameters) on the surface and reverse of inoculated Petri dishes were observed and recorded and microscopic characteristics (fungal hyphae and conidiogenous structures) were examined and captured by making direct wet mounts with 25% lactic acid on PDA, with an optical microscope (DM4 B, Leica). The ex-types of two new species were deposited in the China General Microbiological Culture Collection Center (CGMCC) and living cultures and dried holotypes were deposited in the Institute of Fungus Resources, Guizhou University (GZUIFR = GZAC). Taxonomic descriptions and nomenclature of two new species were recorded in MycoBank (https://www.mycobank.org/).
DNA extraction, PCR amplification and sequencing
Total genomic DNA was extracted using the BioTeke Fungus Genomic DNA Extraction kit (DP2032, BioTeke) following the manufacturer’s instruction. Primer combinations such as ITS1/ITS4 (White et al. 1990), LR0R/LR5 (Wang et al. 2022a), EF1-728F/EF2 (O’Donnell et al. 1998; Carbone and Kohn 1999), CAL-228F/CAL2Rd (Carbone and Kohn 1999; Lombard et al. 2015), rpb2-5F2/rpb2-7CR (Sung et al. 2007; O’Donnell et al. 2007) and T1/TUB4Rd (O’Donnell and Cigelnik 1997; Woudenberg et al. 2009) were used for amplification of the internal transcribed spacers (ITS), the 28S nrRNA locus (LSU), translation elongation factor 1-alpha gene region (tef1), calmodulin gene (cmdA), RNA polymerase II second largest subunit gene (rpb2) and beta-tubulin gene (tub2), respectively. The PCR products were sent to Quintarabio (Wuhan, China) for purification and sequencing. The new sequences were submitted to GenBank (https://www.ncbi.nlm.nih.gov/) (Table 1).
Table 1.
Strain and GenBank accession included in phylogenetic analyses.
Note: T=Ex-type; New isolates are in bold; The line “–” represents the absence of GenBank record; BRIP: Queensland Plant Pathology Herbarium, Australia; CBS: CBS-KNAW Fungal Biodiversity Centre, Utrecht, The Netherlands; CGMCC: The China General Microbiological Culture Collection Centre; GZUIFR: The Institute of Fungus Resources, Guizhou University, China; LC: Lei Cai’s personal culture collection, Beijing, China; MNHN: Museum National d’Histoire Naturelle culture collection, France; UBOCC: Universitée de Bretagne Occidentale Culture Collection, France; VTT: Culture Collection, Finland; cmdA: calmodulin; ITS: the internal transcribed spacer region and intervening 5.8S nrRNA; LSU: 28S large subunit; rpb2: RNA polymerase II second largest subunit; tef1: translation elongation factor 1-alpha; tub2: β-tubulin.
Phylogenetic analysis
In this study, the relevant sequences were obtained from GenBank (Table 1). The sequence set was aligned and trimmed in MEGA v.6.06 (Tamura et al. 2013). We performed single gene and multi-gene phylogenetic analysis using ITS, LSU, tef1, cmdA, rpb2 and tub2 gene and found that the topology structures of the single-gene and multi-gene phylogenetic trees were consistent in PhyloSuite v.1.16. Therefore, multi-gene phylogenetic analysis was chosen in this study. The concatenation of loci and phylogenetic analysis were processed, using the “Concatenate Sequence” function in PhyloSuite v.1.16 (Zhang et al. 2020). The Maximum Likelihood (ML) and the Bayesian Inference (BI) methods were used for the phylogenetic construction of each loci dataset. The ML analysis was conducted in IQ-TREE v.1.6.11 (Nguyen et al. 2015) with 1000 bootstrap tests using the ultrafast algorithm (Minh et al. 2013). The BI analysis was performed in MrBayes v.3.2 (Ronquist et al. 2012) and Markov chain Monte Carlo (MCMC) simulations were used for 2,000,000 generations with a sampling frequency of every 100 generations. The phylogenetic trees were visualised using FigTree version 1.4.3 and subsequently edited in Adobe Photoshop.
Results
Phylogenetic analysis
The ITS regions of all isolates were sequenced and BLASTn searched in NCBI. Our isolates were identified as two genera, Bisifusarium L. Lombard, Crous & W. Gams and Ovatospora X.Wei Wang, Samson & Crous, respectively. The ITS sequences of the isolated strains were less than 97% similarity to the closest strains in GenBank and were considered as the potential new species.
To further determine the phylogenetic position of these isolated strains, we performed a multi-locus phylogenetic analysis, based on ITS, LSU, tef1, cmdA, rpb2 and tub2 gene. The phylogenetic trees (Figs 1, 3) using ML and BI analyses were consistent and strongly supported in most branches. The ML analysis for the combined dataset provided the best scoring tree. The best-fit evolutionary models for ML analysis and BI analysis are shown in Table 2.
Figure 1.
Phylogenetic tree of the genus Bisifusarium constructed from the dataset of ITS, LSU, tef1, cmdA, rpb2 and tub2. Notes: Statistical support values (BI/ML) were shown at nodes. ML bootstrap values ≥ 75% and posterior probabilities ≥ 0.90 are shown above the internal branches. ‘–’ indicates the absence of statistical support (< 75% for bootstrap proportions from ML analysis; < 0.90 for posterior probabilities from Bayesian analysis). Three new strains are shown in blue font. BRIP: Queensland Plant Pathology Herbarium, Australia; CBS: CBS-KNAW Fungal Biodiversity Centre, Utrecht, The Netherlands; CGMCC: The China General Microbiological Culture Collection Centre; GZUIFR: The Institute of Fungus Resources, Guizhou University, China; LC: Lei Cai’s personal culture collection, Beijing, China; MNHN: Museum National d’Histoire Naturelle culture collection, France; UBOCC: Universitée de Bretagne Occidentale Culture Collection, France; VTT: Culture Collection, Finland.
Figure 3.
Phylogenetic tree of the genus Ovatospora constructed from ITS, LSU, tub2 and rpb2. Notes: Statistical support values (BI/ML) were shown at nodes. ML bootstrap values ≥ 75% and posterior probabilities ≥ 0.90 are shown above the internal branches. ‘–’ indicates the absence of statistical support (< 75% for bootstrap proportions from ML analysis; < 0.90 for posterior probabilities from Bayesian analysis). Three new strains are shown in blue. CBS: CBS-KNAW Fungal Biodiversity Centre, Utrecht, The Netherlands; CGMCC: The China General Microbiological Culture Collection Centre; GZUIFR: The Institute of Fungus Resources, Guizhou University, China; LC: Lei Cai’s personal culture collection, Beijing, China.
Table 2.
The best-fit evolutionary models.
| Genus | ITS | LSU | tef1 | cmdA | rpb2 | tub2 | |
|---|---|---|---|---|---|---|---|
| Bisifusarium | ML analysis BI analysis | TIM2e+I+G4 SYM+I+G4 | K2P K2P | TNe+R2 K2P+G4 | TIM3e+I+G4 SYM+I+G4 | TIM3e+I+G4 SYM+I+G4 | TIM3e+I+G4 SYM+I+G4 |
| Ovatospora | ML analysis BI analysis | GTR+F+G4 GTR+F+G4 | TIM3+F+I GTR+F+I | TIM3+F+G4 GTR+F+I+G4 | HKY+F+I+G4 HKY+F+I+G4 |
In this study, three isolates of the genus Bisifusarium clustered in a well-separated clade with a high support value (BI/ML 1/100) (Fig. 1). Three isolates of the genus Ovatospora clustered together with a high support value (BI/ML 1/100) (Fig. 3). Therefore, Bisifusariumkeratinophilum H.Y. Wang, X. Li & Y.F. Han, sp. nov. and Ovatosporasinensis H.Y. Wang & Y.F. Han, sp. nov. are proposed according to the phylogenetic analysis.
Taxonomy
Sordariomycetes O.E. Erikss. & Winka
Hypocreales Lindau
Nectriaceae Tul. & C. Tul.
Bisifusarium L. Lombard, Crous & W. Gams
. Bisifusarium keratinophilum
H.Y. Wang, X. Li & Y.F. Han sp. nov.
A26A1774-6937-5017-8D31-6CBA1E0AB0A8
MycoBank No: 849504
Figure 2.
Morphological characteristics of Bisifusariumkeratinophilum sp. nov. a–c front and reverse of colony on MEA, OA and PDA after 7 days at 25 °C d, e conidiophores and macroconidia f phialidic pegs g hyphae h, i microconidia. Scale bars: 10 μm (d–i).
Etymology.
Referring to degradation properties of chicken feathers.
Type.
China: Shandong Province, Jinan City, Jinan Zoo (36°42'14"N, 116°58'55"E), soil, July 2021, Xin Li & Yan-Feng Han, ex-type CGMCC 3.23621 = GZUIFR 22.370, dried holotype GZAC 22.370.
Description.
Culture characteristics: Colonies growing on MEA, OA and PDA after 7 days of incubation at 25 °C. On MEA, reaching up 20–25 mm diam., thick villiform, cream (RAL9001) at the centre, oyster white (RAL1013) at the edge, mostly regular in the margin, reverse light ivory (RAL 1015); On OA, reaching up 25–35 mm diam.; pure white (RAL9010), thin, villiform, mostly regular in the margin, reverse tele grey 4 (RAL7047); On PDA, reaching up 25–30 mm diam.; cream (RAL9001), thin, short villiform, mostly regular in the margin, reverse cream (RAL9001).
On PDA medium, Hyphae septate, hyaline, smooth, thick-walled, 1.5–3.5 μm wide. Conidiophores arising from hyphae, solitary, smooth, mostly clavate, 5–25 × 1–2.5 μm. Phialidic pegs arising from hyphae. Monophialides laterally on hyphae or phialidic pegs, cylindrical, erect. Polyphialides absent. Macroconidia produced by monophialidic conidiophores, mostly 0-1septate, rarely 2-septate, mostly crescent, rarely clavate, 12–23.0 × 2.0–3.5 μm (av. 16 × 2.5 μm, n = 50). Microconidia produced by later phialidic pegs, monocelled, cymbiform, 6.0–9.5 × 1.5–2.5 μm (av. 7.5 × 2.0 μm, n = 50).
Additional materials examined.
China: Shandong Province, Jinan City, Jinan Zoo (36°42'14"N, 116°58'55"E), soil, July 2021, living cultures GZUIFR 22.371, GZUIFR 22.372.
Notes.
Phylogenetically, our three strains (CGMCC 3.23621, GZUIFR 22.371 and GZUIFR 22.372) of Bisifusariumkeratinophilum H.Y. Wang, X. Li & Y.F. Han sp. nov. clustered in a single separate clade with a high support value (BI/ML 1/100). Although it was closely related to B.allantoides O. Savary, M. Coton, E. Coton & J.L. Jany and B.penicilloides O. Savary, M. Coton, E. Coton & J.L. Jany in the phylogenetic tree, B.allantoides had allantoidal macroconidia (Savary et al. 2021) and B.penicilloides had ellipsoidal and reniform macroconidia and absent microconidia (Savary et al. 2021). Bisifusariumkeratinophilum can be distinguished from the other previously described species by having crescent and clavate macroconidia and cymbiform microconidia.
Our team found that B.keratinophilum has the ability to degrade chicken feathers. Specific method: the spore suspension (107spores per millilitre) was inoculated into the fermentation medium containing 1g chicken feathers and cultured in a shaking table at 150 rpm, 30 °C for 96 h, then the chicken feather residue was filtered, dried and weighed. This fungus had a good degradation effect on chicken feathers with the degradation rate of 52.02%.
Sordariomycetes O.E. Erikss. & Winka
Sordariales Chadef. ex D. Hawksw. & O.E. Erikss.
Chaetomiaceae G. Winter
Ovatospora X.Wei Wang, Samson & Crous
. Ovatospora sinensis
H.Y. Wang &Y.F. Han sp. nov.
A63A0DBB-63D9-5192-89CA-EE3AE53019F4
MycoBank No: 850259
Figure 4.
Morphological characteristics of Ovatosporasinensis sp. nov. a–c reverse and front of colony on MEA, OA and PDA after7 days at 45 °C d–h conidiophores and conidia i hyphae. Scale bars: 10 μm (d–i).
Etymology.
Refers to China where the species was discovered.
Type.
China: Shandong Province, Qingdao City, Qingdao Zoo (35°59'14"N, 120°3'53"E), soil, July 2021, Hai-Yan Wang & Yan-Feng Han, ex-type CGMCC 40675=GZUIFR 23. 001, dried holotype GZAC 23. 001.
Description.
Culture characteristics: Colonies growing on MEA, OA and PDA after 7 days of incubation at 45 °C. Colony on MEA reaching about 35–45 mm diam., pure white (RAL9010), densely villiform; irregular in the margin; reverse light ivory (RAL1015), radial lines, irregular in the margin. Colony on OA reaching about 80–90 mm diam., grey white (RAL9002), sparsely aerial mycelium, mostly regular in the margin; reverse grey white (RAL9002). Colony on PDA reaching about 45–50 mm diam., creamy (RAL9001), densely villiform obviously powdery conidia group, sparsely spongy, irregular in the margin; reverse creamy (RAL9001), plicated at the centre, irregular in the margin.
Hyphae septate, hyaline, smooth, thin-walled, 1.5–3.5 μm wide. Conidiophores arising from hyphae, 2–30 × 1.5–3.5 μm, solitary or branched, smooth, mostly clavate, septate. Conidiogenous cell reduced to Conidiophores. Conidia on conidiogenous or acrogenous directly on the hyphae, hyaline or light-brown, mostly globose, rarely obovate, thick-walled, 6.0–10.5 μm diam. (av. 8.0 μm). Sexual morph unknown.
Additional specimens examined.
China. Shandong Province, Qingdao City, Qingdao Zoo (35°59'14"N, 120°3'53"E), soil, July 2021, Hai-Yan Wang & Yan-Yeng Han, living cultures GZUIFR 23.002, GZUIFR 23.003.
Notes.
Phylogenetically, our three strains (CGMCC 40675, GZUIFR 23.002 and GZUIFR 23.003) of Ovatosporasinensis H.Y. Wang &Y.F. Han sp. nov. clustered together in a single clade with a high support value (BI/ML 1/100). Although it was closely related to O.amygdalispora (Udagawa & T. Muroi) X.Wei Wang & Houbraken and O.senegalensis (Ames) X. Wei Wang & Samson, it has an apparent separate subclade. Morphologically, O.amygdalispora and O.senegalensis only have the sexual structures, while Ovatosporasinensis sp. nov. only produce an asexual morph with clavate and solitary or ramiform conidiophores and globose conidia. So far, Ovatosporasinensis sp. nov. is the only species that produces an asexual morph and is a thermophilic fungus in the genus Ovatospora.
Discussion
Lombard et al. (2015) re-estimated the status of those genera lacking DNA sequence data in Nectriaceae, based on the morphology and multi-gene phylogenetic analyses and the new genus Bisifusarium with the type B.dimerum (Penz.) L. Lombard & Crous was proposed, which formed a well-supported clade (ML = 100%, BYPP = 1.0) and separated from the clade of Fusarium. Therefore, these fusarium-like species including B.biseptatum (Schroers, Summerbell & O’Donnell) L. Lombard & Crous, B.delphinoides (Schroers, Summerbell, O’Donnell & Lampr.) L. Lombard & Crous, B.dimerum, B.domesticum (Fr.) L. Lombard & Crous, B.lunatum (Ellis & Everh.) L. Lombard & Crous, B.nectrioides (Wollenw.) L. Lombard & Crous Schroers, Summerbell & O’Donnell) and B.penzigii (Schroers, Summerbell & O’Donnell) L. Lombard & Crous, were transferred from the genus Fusarium Link to this new genus Bisifusarium. The genus Bisifusarium produces macroconidia below three septa and forms lateral phialidic pegs arising from the hyphae, which can be distinguished from the other species in the genus Fusarium (Schroers et al. 2009; Lombard et al. 2015). Recently, several new species in genus Bisifusarium have been published. Presently, Bisifusarium contains fifteen species records in the Index Fungorum (http://www.indexfungorum.org/Names/Names.asp, retrieval on 18 October 2023). Here, excluding synonyms and adding B.keratinophilum sp. nov., the genus Bisifusarium has a total of fourteen species.
Based on the morphology and phylogenetic analysis of a combined dataset of ITS, LSU, rpb2and tub2 sequence data, Wang et al. (2016) redefined the generic concept of Chaetomium Kunze and Ovatospora X. Wei Wang, Samson & Crous with the type O.brasiliensis (Batista & Pontual) X. Wei Wang & Samson was proposed, which formed a well-supported clade and separated from the Chaetomium clade. Therefore, these chaetomium-like species included O.brasiliensis (Batista & Pontual) X. Wei Wang & Samson, O.medusarum (Meyer & Lanneau) X. Wei Wang & Samson, O.mollicella (Ames) X. Wei Wang & Samson, O.senegalensis (Ames) X. Wei Wang & Samson and O.unipora (Aue & Müller) X. Wei Wang & Samson. Simultaneously, O.pseudomollicella X. Wei Wang & Samson sp. nov. was introduced. In addition, based on the results of the phylogeny and molecular data analyses, two new combinations, O.amygdalispora (Udagawa & T. Muroi) X.Wei Wang & Houbraken and O.angularis (Yu Zhang & L. Cai) X.Wei Wang & Houbraken from Chaetomium were proposed by Wang et al. (2022a). As of October 2023, the genus Ovatospora contains nine species: O.amygdalispora, O.angularis, O.brasiliensis, O.medusarum, O.mollicella, O.pseudomollicella, O.senegalensis, Ovatosporasinensis and O.unipora.
Supplementary Material
Citation
Wang H-Y, Li X, Dong C-B, Zhang Y-W, Chen W-H, Liang J-D, Han Y-F (2024) Two new species of Sordariomycetes (Chaetomiaceae and Nectriaceae) from China. MycoKeys 102: 301–315. https://doi.org/10.3897/mycokeys.102.114480
Funding Statement
The work was supported by “Hundred” Talent Projects of Guizhou Province (Qian Ke He [2020] 6005), the National Natural Science Foundation of China (no. 32060011, 32160007, 32260003), Guizhou Provincial Department of Education Characteristic Field Project [QianJiaohe KY character [2021]073].
Additional information
Conflict of interest
The authors have declared that no competing interests exist.
Ethical statement
No ethical statement was reported.
Funding
The work was supported by “Hundred” Talent Projects of Guizhou Province (Qian Ke He [2020] 6005), the National Natural Science Foundation of China (no. 32060011, 32160007, 32260003) and Guizhou Provincial Department of Education Characteristic Field Project [QianJiaohe KY character [2021]073].
Author contributions
Sampling and fungal isolation: Hai-Yan Wang, Xin Li and Yan-Feng Han; molecular biology analysis and phylogenetic analysis: Chun-Bo Dong and Wan-Hao Chen; microscopy: Hai-Yan Wang and Yan-Wei Zhang; original draft preparation: Hai-Yan Wang and Yan-Feng Han; review and editing: Hai-Yan Wang, Xin Li, Chun-Bo Dong, Wan-Hao Chen, Jian-Dong Liang; Funding: Yan-Wei Zhang and Yan-Feng Han. All authors reviewed and approved the final manuscript.
Author ORCIDs
Hai-Yan Wang https://orcid.org/0000-0001-9190-0490
Xin Li https://orcid.org/0000-0001-7910-1469
Chun-Bo Dong https://orcid.org/0000-0001-7074-5700
Yan-Wei Zhang https://orcid.org/0000-0003-1251-5821
Wan-Hao Chen https://orcid.org/0000-0001-7240-6841
Jian-Dong Liang https://orcid.org/0000-0002-3939-3900
Yan-Feng Han https://orcid.org/0000-0002-8646-3975
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 alignments used in the phylogenetic analysis
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.
Hai-Yan Wang, Yan-Feng Han
Data type
zip
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
The alignments used in the phylogenetic analysis
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.
Hai-Yan Wang, Yan-Feng Han
Data type
zip
Data Availability Statement
All of the data that support the findings of this study are available in the main text or Supplementary Information.




