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Research Article
Unveiling species diversity within the family Conidiobolaceae (Entomophthorales) in China: Descriptions of two new species and reassessment of the taxonomic position of Conidiobolus polyspermus
expand article infoYong Nie, Ying Yin§, Heng Zhao|, XiaoYong Liu, Bo Huang§
‡ Anhui University of Technology, Hefei, China
§ Anhui Agricultural University, Hefei, China
| Beijing Forestry University, Beijing, China
¶ Shandong Normal University, Jinan, China
Open Access

Abstract

In the present study, two new Conidiobolus s.s. species were described relying on the morphological studies and phylogenetic analysis utilizing nuclear large subunit of rDNA (nucLSU), mitochondrial small subunit of rDNA (mtSSU), and elongation-factor-like gene (EFL) sequences. Conidiobolus jiangxiensis sp. nov. is distinguished by its short primary conidiophores, a feature not commonly observed in other Conidiobolus s.s. species. Conversely, Conidiobolus marcoconidius sp. nov. is characterized by larger primary conidia and the emergence of 2–5 secondary conidia from each branched secondary conidiophores. Additionally, the taxonomic reassessment of C. polyspermus confirms its distinct status within the genus Conidiobolus s.s. Moreover, molecular analyses, incorporating the nucLSU, mtSSU, and EFL sequences, provide robust support for the phylogenetic placement of the two newly described species and the taxonomic identity of C. polyspermus. This investigation contributes valuable insights into the species diversity of Conidiobolaceae in China, enhancing our understanding of the taxonomy within this fungal family.

Key words

Basal fungi, EFL, mtSSU, new species, nucLSU, taxonomic position

Introduction

The reclassification of conidiobolus-like fungi into three families based on phylogenetic and morphological evidence led to the establishment of the family Conidiobolaceae (Entomophthorales), housing three genera i.e. Azygosporus B. Huang & Y. Nie, Conidiobolus s.s. B. Huang & Y. Nie, and Microconidiobolus B. Huang & Y. Nie (Gryganskyi et al. 2022).Members of this family primarily exhibit a saprobic lifestyle, thriving in soil and plant debris. However, exceptions exist, with C. coronatus distinguished for its capacity to infect both insects and humans, and C. lunulus being isolated from leafcutter ants in Argentina (Goffre et al. 2020; Möckel et al. 2022).

A comprehensive taxonomy of conidiobolus-like fungi has identified Conidiobolus s.s. as distinct from four other genera (Nie et al. 2020a, b, 2023; Cai et al. 2021). However, the synonymy of C. megalotocus (= C. polyspermus, = C. eurypus), introduced by King (1976b), remains unexplored, and requiring re-evaluation. Additionally, our previous study confirmed the synonymy of C. firmipilleus (= C. chlamydosporus). Thus, this study aims to add taxonomic clarity by re-evaluating the aforementioned synonym and introducing additional taxonomic taxa.

Previous phylogenetic analyses revealed two main clades within Conidiobolus s.s. when Capillidiaceae and Neoconidiobolaceae species were used as outgroups (Nie et al. 2020a, b; Gryganskyi et al. 2022). However, distinctive traits within each clade were not elucidated. Notably, both clades included species lacking microspore observations, such as C. iuxtagenitus, C. margaritatus, C. lichenicolus, C. taihushanensis, C. dabieshanensis, and C. longiconidiophorus (Srinivasan and Thirumalachar 1968; Waters and Callaghan 1989; Huang et al. 2007; Nie et al. 2017, 2020b, 2023). Particularly, C. iuxtagenitus, potentially forming a separate lineage, produces fusiform secondary conidia, and its zygospores form via a short beak near lateral conjugation (Waters and Callaghan 1989; Nie et al. 2023). Regrettably, molecular data for C. margaritatus are currently unavailable, leaving unanswered questions about the relationships among these morphologically distinct species and the possibility of undiscovered lineages within this fungal group. Resolving these issues requires additional members for phylogenetic and morphological studies.

Over the last decades, only six new Conidiobolus s.s. species and three new records were reported from China (Wang et al. 2010; Nie et al. 2017, 2020b, 2023). Additionally, the understanding of phylogenetic relationships within the accepted species of Azygosporus and Microconidiobolus remains limited. Consequently, a comprehensive exploration of the species diversity within Conidiobolaceae is imperative to unravel the relationships within this intricate fungal group. This article aims to identify two new Conidiobolus s.s. species using morphological characters and phylogenetic analyses of nucLSU, mtSSU, and EFL sequences. Simultaneously, the taxonomic status of C. polyspermus will be clarified.

Materials and methods

Isolation and morphology

Plant debris and soil samples were collected from Dashushan and Binhu National Forest Park, Hefei City, Anhui Province, and Aixihu Forest Wetland Park, Nanchang City, Jiangxi Province, during 2022. For isolation of conidiobolus-like fungi, we are following the previous described methods (King 1976a; Nie et al. 2012). All samples were preserved in sterilized plastic bags and transported to the laboratory as soon as possible. Plant debris samples were cut into several approximately 2 cm sized fragments and placed evenly on the Petri dishes cover. Then, using a Petri dish with potato dextrose agar (PDA; potato 200 g, dextrose 20 g, agar 20 g, H2O 1 L) inverted over the treated samples to obtain discharged conidia, and incubating at 21 °C for daily examining by a stereomicroscope (SMZ1500, Nikon Corporation, Japan) for 7 days. When conidiobolus-like fungi observed, they were transferred to new PDA plate for purification and morphological observation.

The micro-morphological structure of mycelium, primary conidia and conidiophores, secondary conidia, and resting spores at 400× magnification was observed under a BX51 microscope (Olympus Corporation, Tokyo, Japan) and imaged using a DP25 microscope-camera system (Olympus Corporation, Tokyo, Japan) under differential interference contrast (DIC) condition. Each character was made more than 35 measurements and the description was made with the method by King (1976a). The purification isolates were deposited at the Engineering Research Center of Biofilm Water Purification and Utilization Technology of Ministry of Education at Anhui University of Technology, Anhui Province, China (BWPU), and duplicated at Research Center for Entomogenous Fungi at Anhui Agricultural University, Anhui Province, China (RCEF). In addition, 14 ex-types of Conidiobolus s.l. were purchased from the American Type Culture Collection, Manassas, VA, USA (ATCC).

DNA extraction, PCR amplification and sequencing

Pure cultures were grown on PDA for 7 days at 21 °C. Fresh fungal mycelia were scraped from the surface of PDA and transferred to Eppendorf tubes. Genomic DNA was extracted using a modified cetyltrimethylammonium bromide (CTAB) method (Watanabe et al. 2010). Primers used for PCR amplification of the nucLSU (LR0R/LR5), mtSSU (mtSSU1/mtSSU2R), and EFL (EF983/EF1aZ-1R) genes were followed as described previously (Vilgalys and Hester 1990; Zoller et al. 1999; Nie et al. 2012).

DNA amplification was performed in a 50 μl reaction volume which contained 1 μL dNTPs (200 μM), 1 μL MgCl2 (2.5 mM), 10 µL Phusion HF buffer (5×), 1 μL primers each (0.5 μM), 100 ng genomic DNA, and 0.5 μL Taq polymerase (0.04 Unit/L, Super Pfx DNA Polymerase, Cowinbioscience Co. Ltd., Shanghai, China). PCR amplificated program followed Nie et al. (2020a). Sequencing was generated by Shanghai Genecore Biotechnologies Company (Shanghai, China), and were processed with Geneious 9.0.2 (Kearse et al. 2012) to obtain consensus sequences. All sequences were deposited in GenBank (Table 1).

Table 1.

The species useduin phylogenetic analyses.

Species Strains* GenBank accession numbers
nucLSU EFL mtSSU
Azygosporus macropapillatus CGMCC 3.16068 (T) MZ542006 MZ555650 MZ542279
parvus ATCC 14634 (T) KX752051 KY402207 MK301192
Conidiobolus bifurcatus CGMCC 3.15889 (T) MN061285 MN061482 MN061288
C. brefeldianus ARSEF 452 (T) EF392382 EF392495
C. chlamydosporus ATCC 12242 (T) JF816212 JF816234 MK301178
C. coronatus NRRL 28638 AY546691 DQ275337
C. coronatus RCEF 4518 JN131537 JN131543
C. dabieshanensis CGMCC 3.15763 (T) KY398125 KY402206 MK301180
C. firmipilleus ARSEF 6384 JX242592 JX242632
C. gonimodes ATCC 14445 (T) JF816221 JF816226 MK301182
C. humicolus ATCC 28849 (T) JF816220 JF816231 MK301184
C. incongruus NRRL 28636 (T) AF113457
C. iuxtagenitus ARSEF 6378 (T) KC788410
C. iuxtagenitus RCEF 4445 JX946695 JX946700 MK333391
C. jiangxiensis sp.nov. RCEF 7484 (T) PP034291 PP035215 PP034295
C. jiangxiensis sp.nov. RCEF 7485 PP034292 PP035216 PP034296
C. khandalensis ATCC 15162 (T) KX686994 KY402204 MK301185
C. lichenicolus ATCC 16200 (T) JF816216 JF816232 MK301186
C. longiconidiophorus RCEF 6563 (T) OQ540746 OQ550509 OQ540744
C. marcoconidius sp.nov. RCEF 6918 (T) PP034289 PP035213 PP034293
C. marcoconidius sp.nov. RCEF 7412 PP034290 PP035214 PP034294
C. marcosporus ATCC 16578 (T) KY398124 KY402209 MK301188
C. megalotocus ATCC 28854 (T) MF616383 MF616385 MK301189
C. mycophagus ATCC 16201 (T) JX946694 JX946698 MK301190
C. mycophilus ATCC 16199 (T) KX686995 KY402205 MK301191
C. polyspermus ATCC 14444 (T) MF616382 MF616384 MK301193
C. polysporus RCEF 7058 (T) OQ540747 OQ550510 OQ540745
C. polytocus ATCC 12244 (T) JF816213 JF816227 MK301194
C. taihushanensis CGMCC 3.15900 (T) MT250086 MT274290 MT250088
C. variabilis CGMCC 3.15901 (T) MT250085 MT274289 MT250087
Microconidiobolus nodosus ATCC 16577 (T) JF816217 JF816235 MK333388
M. paulus ARSEF 450 (T) KC788409
M. terrestris ATCC 16198 (T) KX752050 KY402208 MK301199

Phylogenetic analyses

DNA sequences of three loci (nucLSU, mtSSU, and EFL) originated from Conidiobolus s.s. species were downloaded from GenBank database (Table 1) with two Azygosporus and three Microconidiobolus species served as outgroups. Sequence alignment of each locus was performed with MUSCLE 3.8.31 (Edgar 2004). Then, the alignments were checked and manually adjusted in BioEdit 7.0.1 (Hall 1999). The concatenated matrices were assembled by SequenceMatrix 1.7.8 (Vaidya et al. 2011). The obtained matrix was deposited in TreeBase (https://treebase.org) with the submission ID 31051. The best-fit likelihood models were estimated for each partition with MrModeltest v.2.3 (Nylander 2004). Maximum likelihood (ML) analyses were conducted with RAxML 8.1.17 using 1000 bootstrap replicates (Stamatakis 2014). Bayesian Inference (BI) analyses were calculated with MrBayes 3.2 (Ronquist and Huelsenbeck 2003). Bayesian posterior probabilities (PP) were estimated by the Metropolis-coupled Markov chain Monte Carlo method (Geyer 1991). Four simultaneous Markov chains were run starting from random trees for 1 million generations, keeping one tree every 100th generation until the average standard deviation of split frequencies was below 0.01. The value of burn-in was set to discard 25% of trees and posterior probabilities (PP) were determined from the remaining trees. The phylogenetic tree was visualized in FigTree 1.4 (Rambaut 2012) and improved with Adobe Illustrator CS6.0.

Results

Phylogenetic analyses

The concatenated dataset comprised 1883 nucleotide sites, with specific contributions of 981 for nucLSU, 501 for SSU, and 401 for EFL. Within this dataset, 964 characters remained constant, 656 were parsimony-informative, and 308 were parsimony-uninformative. Model selection for individual data from each partition in both ML and BI phylogenetic analyses resulted in the application of the GTR+I+G model. The ML optimization likelihood reached a final value of -13813.01, and the average standard deviation of the split frequencies at the end of the analyses was 0.00619. The resulting phylogram from the ML analysis is depicted in Fig. 1.

Figure 1. 

Maximum likelihood (ML) tree obtained by phylogenetic analyses of the combined nucLSU, EFL and mtSSU sequences. Two Azygosporus and three Microconidiobolus species were served as outgroups. The proposed new species is in boldface. Maximum Likelihood bootstrap values (≥70%) / Bayesian posterior probabilities (≥0.95) of clades are provided alongside the branches. The scale bar at the bottom left indicates substitutions per site.

Contrary to previous studies (Nie et al. 2020a, b; Gryganskyi et al. 2022), the current phylogenetic tree did not exhibit the grouping of all Conidiobolus s.s. members into two main clades. Notably, the phylogeny revealed that the four newly isolated strains (RCEF 6918, RCEF 7412, RCEF 7484, and RCEF 7485) were situated within the genus Conidiobolus s.s. Specifically, strains RCEF 7484 and RCEF 7485 clustered with C. mycophilus, garnering high to full support (100/1.00), while strains RCEF 6918 and RCEF 7412 formed a distinct clade with full support (100/1.00). Additionally, a subclade was formed by C. polyspermus, C. mycophilus, C. gonimodes, RCEF 7484, and RCEF 7485. However, C. polyspermus exhibited a distinct genetic distance from the other three species.

Taxonomy

Conidiobolus jiangxiensis B. Huang & Y. Nie, sp. nov.

MycoBank No: MycoBank No: 851495
Fig. 2

Etymology

jiangxiensis (Lat.), referring to the region where the fungus was isolated.

Known distribution

Jiangxi Province, China.

Typification

China, Jiangxi Province, Nanchang City, Aixihu Forest Wetland Park, 28°69′N, 115°99′E, from soil, 7 Dec. 2022, Y. Nie, holotype BWPU 221207. Ex-type culture RCEF 7484. GenBank: nucLSU = PP034291; EFL = PP035215; mtSSU = PP034295.

Figure 2. 

Conidiobolus jiangxiensis RCEF 7484 a colony on PDA after 3 d at 21 °C b mycelia unbranched at the edge of the colony c hyphal segments d–g primary conidiophores bearing a single primary conidia h–k primary conidia l, m primary conidia bearing a single secondary conidium n, o zygospores formed between adjacent segments of the same hypha p young zygospores q mature zygospores. Scale bars: 100 μm (b); 20 μm (d–q).

Additional specimens examined

China, Jiangxi Province, Nanchang City, Aixihu Forest Wetland Park, 28°69′N, 115°99′E, from soil, 7 Dec. 2022, Y. Nie culture RCEF 7485. GenBank: nucLSU = PP034292; EFL = PP035216; mtSSU = PP034296.

Description

Colonies on PDA at 21 °C after 3 d, white, reaching ca 11 mm in diameter. Mycelia white, 8–15 μm wide, often unbranched at the edge of colony, non-septate when young, and distended to segment after 7 d. Primary conidiophores often arising from hyphae, short, 30–95 × 7–10 μm, unbranched and producing a single primary conidium, without widening upward near the tip. Primary conidia forcibly discharged, globose to subglobose, 30–41 × 24–36 μm, papilla bluntly-round, 8–13 μm wide, 3.5–9 μm long. Secondary conidiophores arising from primary conidia, bearing a single similar but smaller replicative conidium to primary conidia. Microspores not observed on the PDA culture and on the 2% water agar. Zygospores formed in axial alignment with conjugating segments after 10 days, mature zygospores smooth, usually globose, sometimes subglobose, 20–30 μm in diameter, with a 2–3 μm thick wall.

Notes

Conidiobolus jiangxiensis, C. polyspermus and C. mycophilus exhibit close phylogenetic relatedness. However, the primary conidia and zygospores of C. jiangxiensis are smaller than those of C. polyspermus, and C. jiangxiensis is further set apart from C. mycophilus by its longer primary conidiophores and larger primary conidia (Drechsler 1961; Srinivasan and Thirumalachar 1965). Despite the high similarities in nucLSU and EFL between C. jiangxiensis and C. polyspermus, their differentiation becomes evident through morphological traits. Similar instances of this phenomenon are observed in C. coronatus and C. megalotocus, as well as C. mycophagus and C. lichenicolus. Morphologically, C. jiangxiensis presents shorter primary conidiophores (no more than 95 μm) compared to the majority of other Conidiobolus s.s. members. It closely resembles C. marcosporus (50–100 μm), C. lichenicolus (30–100 μm), and C. gonimodes (20–80 μm) according to the length of primary conidiophores. Distinguishing features include its smaller primary conidia and zygospores in comparison to C. marcosporus (Srinivasan & Thirumalachar, 1967) and larger primary conidia, as well as the absence of primary conidia arising as upward branches from hyphal knots, distinguishing it from C. lichenicolus (Srinivasan and Thirumalachar 1968). Notably, C. jiangxiensis aligns with C. gonimodes based on primary conidia size, yet it differs by the distinct width of mycelia and the presence of unbranched primary conidiophores (Drechsler 1961). Furthermore, in the phylogenetic tree, C. jiangxiensis is distantly related to C. gonimodes. (Fig. 1)

Conidiobolus marcoconidius B. Huang & Y. Nie, sp. nov.

MycoBank No: MycoBank No: 851496
Fig. 3

Etymology

marcoconidius (Lat.), referring to its large primary conidia.

Known distribution

Anhui Provinces, China.

Typification

China, Anhui Province, Hefei City, Dashushan National Forest Park, 31°84′N, 117°17′E, from plant debris, 15 Mar. 2022, Y. Yin, holotype DSS 20220315. Ex-type culture RCEF 6918. GenBank: nucLSU = PP034289; EFL = PP035213; mtSSU = PP034293.

Figure 3. 

Conidiobolus marcoconidius RCEF 6918 a colony on PDA after 3 d at 21 °C b mycelia unbranched at the edge of the colony c hyphal segments d–f primary conidiophores g–j primary conidia k, l primary conidia bearing a single secondary conidium m secondary conidiophore branched at the base and bearing two secondary conidia at each tip n secondary conidiophore branched at the tip o secondary conidiophore branched at the base bearing 2-5 secondary conidia at each branch p, q zygospores formed between adjacent segments of the same hypha r mature zygospores. Scale bars: 100 μm (b, n); 20 μm (c–m, o–r).

Additional specimens examined

China, Anhui Province, Hefei City, Binhu National Forest Park, 31°73'N, 117°38'E, from plant debris, 10 May 2022, Y. Yin,, culture RCEF 7412. GenBank: GenBank: nucLSU = PP034290; EFL = PP035214; mtSSU = PP034294.

Description

Colonies on PDA at 21 °C after 3 d white, reaching ca 8 mm in diameter. Mycelia colorless, unbranched at the edge of colony, distended to a width of 9–20 μm segment after 5 d. Primary conidiophores unbranched, slightly curved at the tip, producing a single primary conidium, without widening upward near the tip, 105–230 × 10–16 μm. Primary conidia forcibly discharged, mostly globose, sometimes obovoid, 45–67 × 42–58 μm, with a sharp or round papilla, 13–22 μm wide, 4–13 μm long. Secondary conidia arising from primary conidia, with a short or long secondary condiophore, similar and smaller to the primary conidia. Secondary conidiophores branched at the base or tip, thus bearing 2 secondary conidia at each tip. Sometimes form 2–5 secondary conidia like “tomatoes on sticks” from small to large at each branch. Microconidia not observed on the PDA culture and on the 2% water agar. Zygospores formed between adjacent segments after 7 days, smooth, globose, 30–45 μm in diameter, with a 2–4 μm thick wall.

Notes

Conidiobolus marcoconidius is distinguished morphologically by its larger primary conidia compared to other Conidiobolus s.s. species, with the exception of C. coronatus (King 1977). Notably, it can be readily differentiated from C. coronatus by the absence of villose spores (Batko 1964). Additionally, C. marcoconidius is characterized by secondary conidiophores that branch at the base, giving rise to 2–5 secondary conidia resembling “tomatoes on sticks” at each branch, varying in size from small to large. In the phylogenetic tree, it forms a discrete clade, setting it apart from other Conidiobolus s.s. species.

Conidiobolus polyspermus Drechsler, Mycologia, 53: 279. 1961.

MycoBank No: MycoBank No: 328763

Specimens examined

United States, Maryland, 26 July 1955, Drechsler, ATCC 14444.

Description

Refer to Drechsler (1961).

Notes

In accordance with King’s numerical taxonomy of Conidiobolus (King 1976b), C. polyspermus was initially identified as a synonym of C. megalotocus. However, upon a thorough comparison of morphological traits based on the original descriptions, it became evident that C. polyspermus (15–55 × 12–48 μm) produces larger conidia than those of C. megalotocus (12–44 × 10–42 μm). Notably, C. polyspermus is not reported to form microconidia, distinguishing it from C. megalotocus (Drechsler 1956; 1961). Furthermore, the phylogenetic tree (Fig. 1) revealed a distinct relationship between C. polyspermus and C. megalotocus. In light of these findings, we propose the separation of C. polyspermus from C. megalotocus, affirming its taxonomic status at the species level.

Discussion

Over an extended period, DNA-based techniques have played a pivotal role in uncovering both inter- and intra-species phylogenetic variations, essential for describing new species (Kidd et al. 2023). While the ITS region stands as a universal barcode marker for fungal identification, its applicability to entomophthoroid fungi is hindered by high intragenomic variation (Schoch et al. 2012; Hyde et al. 2023). Fortunately, the development of the full ribosomal operon and additional gene loci encoding proteins as fungal barcodes has addressed some of these challenges (James et al. 2006; Wurzbacher et al. 2019; Voigt et al. 2021; Zhao et al. 2023). In understanding the phylogeny of entomophthoroid fungi, reclassifications based on molecular sequences of nucLSU-SSU, mtSSU, and RPB2 have led to an updated taxonomic system proposed by Humber (2012), building upon the work of Gryganskyi et al. (2012, 2013). However, with only 31 fungal taxa having molecular data, constituting a mere fraction of entomophthoroid fungi, further phylogenetic analyses are imperative for a comprehensive understanding.

In light of the aforementioned phylogenetic framework, our study employed the same loci (excluding EFL instead of RPB2 for ease of amplification) to investigate the phylogeny of conidiobolus-like fungi. This endeavor resulted in the establishment of four new genera, i.e. Azygosporus B. Huang & Y. Nie, Capillidium B. Huang & Y. Nie, Microconidiobolus B. Huang & Y. Nie, and Neoconidiobolus B. Huang & Y. Nie, through a combination of molecular and morphological evidence. Additionally, Conidiobolus s.s. was proposed to accommodate members in the subgenus Delacroixia (Nie et al. 2020a; Cai et al. 2021). The evolution of phylogenomic studies in various fungal groups (Spatafora et al. 2016; Vandepol et al. 2020; Li et al. 2021) has further revealed a polyphyletic relationship among conidiobolus-like fungi, leading to the introduction of three new families, i.e. Capillidiaceae Y. Nie, Stajich & K.T. Hodge, Conidiobolaceae B. Huang, Stajich & K.T. Hodge, and Neoconidiobolaceae X.Y. Liu, Stajich & K.T. Hodge, grounded in morphological evidence and ancestral lifestyle considerations (Gryganskyi et al. 2022).

Furthermore, our molecular analyses underscored the high sensitivity of both nucLSU and EFL sequences in delineating conidiobolus-like fungi (Nie et al. 2012). Considering the balance between amplification efficiency, data integrity, and diversity, three loci of nucLSU, mtSSU, and EFL were selected for species recognition within Conidiobolus s.s. (Nie et al. 2020b, 2023).

In this study, we recovered the species status of C. polyspermus, while C. eurypus was synonymized with C. megalotocus. This synonymy will be subject to re-evaluation with the inclusion of molecular data for C. eurypus. Notably, C. polyspermus was also not reported to produce microconidia, a trait shared with six other Conidiobolus s.s. species. With the addition of descriptions for two new species in this manuscript, the count of Conidiobolus s.s. species lacking observation of microconidia has risen to nine. The morphological variation or genetic mutation behind this phenomenon remains a question that could be addressed not only through phylogenomic analyses but also by conducting comparative genomics analyses within a broader spectrum of Conidiobolus s.s. species.

With the introduction of two new Conidiobolus s.s. species, namely C. jiangxiensis and C. marcoconidius in the family Conidiobolaceae herein, the number of known Conidiobolus s.s. species are up to 22. However, limited reports of new species within the genera Azygosporus and Microconidiobolus in China underscore the need for an in-depth exploration of advanced species diversity within Conidiobolaceae from China in our future studies.

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 (No. 32370007, 31900008).

Author contributions

Conceptualization: BH. Data curation: HZ. Formal analysis: HZ. Funding acquisition: YN. Methodology: YY, YN. Resources: YY. Supervision: BH. Visualization: XL. Writing - original draft: YN. Writing - review and editing: BH, XL.

Author ORCIDs

Yong Nie https://orcid.org/0000-0001-8964-1661

Heng Zhao https://orcid.org/0000-0003-2938-5613

Bo Huang https://orcid.org/0000-0001-6032-7396

Data availability

All of the data that support the findings of this study are available in the main text.

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