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In this study, Illumina MiSeq sequencing was conducted on root and rhizosphere samples collected from four species of Cypripedium. The sequencing results were uploaded to NCBI under BioProject ID PRJNA1053683 and PRJNA1053873. Sequencing results obtained 261,179 fungal and 166,075 bacterial sequences from roots and 249,878 fungal and 170,447 bacterial sequences from the rhizosphere. These sequences clustered into 2,575 fungal OTUs and 2,251 bacterial OTUs, with 534 fungal OTUs and 1,043 bacterial OTUs were identified in the root samples. By plotting the rarefaction curves, all samples' ends tend to be parallel (Fig. 2a, b), indicating that the sequencing data from this study were adequate to encompass most of the microbial community structure.
Figure 2.
Rarefaction curves plotted for (a) ITS and, (b) 16S sequencing. The root samples of C. calceolus, C. macranthos, C. shanxiense, and C. guttatum were CA, MA, SH, and GU, respectively. The rhizosphere samples of C. calceolus, C. macranthos, C. shanxiense, and C. guttatum were CAS, MAS, SHS, and GUS, respectively.
In the microbial communities of the roots and rhizosphere samples of four species, 48 species, 127 classes, 308 orders, 487 families and 852 genera have been found. These include 14 fungal phyla and 34 bacterial phyla. Ascomycota, Basidiomycota, Mortierellomycota, and Chytridiomycota were the predominant fungal species at the phylum level. This can be visualized by plotting in Fig. 3, Ascomycota was generally highly enriched in the root samples compared to the rhizosphere samples. In contrast, basidiomycetes increased in all three samples outside MA, but the degree of increase was much lower than in the rhizosphere samples (Fig. 3a). Within the endophytic Ascomycota, the genus Cadophora holds an overwhelmingly dominant position (Fig. 3b). The genus Cadophora was highly enriched in four species of Cypripedium, comprising 80.81% ± 9.84% of all endophytic fungi. Other dominant genera were present in each sample, with Russula and Llyonectria prevalent in CA, Titaea in MA, and Orbilia in GU. Pseudomonadaceae was commonly found in the roots and soil of four Cypripedium, but was less abundant in CAS and GUS, and the Rhizobiaceae was present in both roots and soil within four Cypripedium (Fig. 3d). All rhizosphere samples were clustered under a single branch, and four root samples of fungi were similarly located in a separate branch (Fig. 3a & c).
Figure 3.
The relative abundance and composition of microorganisms in each sample. UMPGA clustering of phylum-level species in (a) root, and (c) rhizosphere samples based on weighted UniFrac distances. (b) Relative abundance of genus-level fungal communities. (d) Relative abundance of family-level bacterial communities.
Mapping LEfSe (LDA score > 4) based on endophyte and rhizobial community structure to analyze differences in their respective community. On the fungal level, Basidiamycota was the differential species with the highest level of root impact and Hypocreaceae was the differential species with the lowest level of roots impact; Cadophora was the differential species with the highest level of soil impact and Ascomycota was the differential species with the lowest level of soil impact (Fig. 4a). On the bacterial level, except for unidentified bacteria. Acidobacteriota was the differential species with the highest degree of root influence and 67_14 was the differential species with the lowest degree of roots influence; Proteobacteria was the differential species with the highest degree of soil influence and Agrobacterium was the differential species with the lowest degree of soil influence (Fig. 4b).
Figure 4.
Use of LDA score to respond to differences in groups of fungi and bacteria in roots and soil and the extent of species influence. (a) LDA score analysis of fungal communities. (b) LDA score analysis of bacterial communities.
The species with significant differences in fungi were Helotiales and Leotiomycetes (Fig. 5a). In contrast, the significantly different species of bacteria were mainly Pseudomonas, Rhizobiaceae, and Rickettsia (Fig. 5b), and all of these diverse taxa could be considered potential biomarkers.
Figure 5.
Used LEfSe analysis of differential microorganisms between roots and rhizosphere. (a) LEfSe analysis of fungal communities. (b) LEfSe analysis of bacterial communities.
Diversity analysis of fungi and bacteria in roots and rhizosphere
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For fungal communities, SH exhibited the highest endophytic fungal community richness in terms of ACE and Chao1 indices, and SH and GU had higher richness than MA and CA. Regarding Shannon and Simpson diversity indices, CA had the highest diversity of endophytic fungal communities, while SH and GU showed lower diversity than MA and CA. In the bacterial community, the alpha diversity of CA was the highest among four samples. In contrast, its corresponding rhizosphere sample, indicators for MAS, SHS and GUS are close, CAS, had the lowest alpha diversity among four rhizosphere samples. MA, SH, and GU exhibited similar richness indices, with MA having a lower diversity index than the other samples, SH and GU, as indicated by the Shannon and Simpson diversity indices. The calculated alpha diversity of microbial communities suggested that the diversity of fungal communities within the same species was lower than that of bacterial communities. In comparison, the diversity of root samples was lower than that of rhizosphere samples (Table 1).
Table 1. Alpha diversity of the endophytic and rhizosphere communities of four Cypripedium species.
Sequencing type Sample Shannon Simpson Chao1 Ace Good's coverage ITS CA 1.78 0.51 113.53 114.78 1 MA 1.46 0.46 84.39 87.77 1 SH 1.43 0.31 262.94 267.19 1 GU 1.36 0.35 225.47 228.23 1 CAS 5.69 0.93 995.48 1006.9 0.99 MAS 7.06 0.98 1,296.84 1,311.9 0.99 SHS 4.21 0.82 686.92 699.65 0.99 GUS 6.01 0.94 961.21 976.04 0.99 16S CA 5.57 0.93 566.56 579.49 0.99 MA 4.66 0.93 267.52 280.3 1 SH 3.94 0.8 367.05 383.46 0.99 GU 5.13 0.9 362.89 367.69 1 CAS 7.86 0.98 1,049.65 1,073.5 0.99 MAS 8.75 0.99 1,352 1,387.24 0.98 SHS 8.64 0.99 1,295.02 1,314.97 0.98 GUS 8.9 1 1,378.62 1,397.67 0.98 To reflect the differences in microbial community structure between samples, PCoA used two distance algorithms: weighted UniFrac distance and unweighted UniFrac distance (Fig. 6). In the weighted PCoA, the individual root samples were relatively clustered and the rhizosphere samples were discrete (Fig. 6a). On the contrary, in the unweighted PCoA (Fig. 6b), the rhizosphere samples were all relatively clustered, and the root samples were discrete.
Figure 6.
Reflecting differences in community structure through PCoA analysis based on two distances. (a) PCoA on fungal communities based on weighted UniFrac distance. (b) PCoA on fungal communities based on unweighted UniFrac distance. (c) PCoA on bacterial communities based on weighted UniFrac distance. (d) PCoA on bacterial communities based on unweighted UniFrac distance.
The endophytic fungal communities differed significantly from the rhizosphere fungal communities. In terms of community composition alone, the endophytic fungal communities still exhibited interspecies differences, while the rhizosphere fungal communities were rich in species and displayed a more similar structure. When abundance information was incorporated into the analysis, it was found that the root samples of four Cypripedium species had more similar fungal community structures. In contrast, the dominant fungi differed among the rhizosphere samples. In both PCoA of endophytic bacterial communities (Fig. 6b & d), rhizosphere samples were relatively clustered, while the root sample CA was dispersed separately in both analyses.
Analysis of similarities and differences of microbial communities in roots
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With Venn diagrams, it is clear that 534 fungal OTUs generated from root samples, 12 (2.23%) have been found in all four species. While 409 (76.16%) OTUs were unique to each sample (Fig. 7a). No unique fungi were detected that were only contained in CA and MA and not present in GU and SH. Of the 1,043 bacterial OTUs, 108 (11.56%) OTUs were familiar to four species, and 573 (61.34%) were unique to each sample (Fig. 7b). Fungal communities exhibited higher specificity compared to bacterial communities.
Figure 7.
Venn diagrams showing OTU distribution of (a) fungal, and (b) bacterial communities in each root sample.
Functional prediction of bacterial communities
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A comparison of the data to predict the function found three main functions of the bacterial community in the results were membrane transport, carbohydrate metabolism, and amino acid metabolism. These functions may be associated with the energy exchange between the bacteria and the host.
A total of 7,533 KOs were identified across all bacterial communities. Among these KOs, 37 KOs related to nitrogen metabolism and 63 KOs related to carbon fixation were screened. The exclusion of low abundance results for these KOs yielded 30 KOs on nitrogen metabolism and 38 KOs on carbon fixation. The concentration of these substances were different from types of Cypripedium according to plotted heat maps. In KOs of nitrogen metabolism (Fig. 8a), the predominant enriched KOs in CA included K00459, which is related to the metabolism of nitroalkane to nitrite, as well as K00266, K00284, and K00262 associated with the metabolism between ammonia and L-glutamate. In MA, KOs on the transport of extracellular nitrate were more abundant, with K15578, K15577, and K15576. SH and GU were enriched in pathways such as assimilatory nitrate reduction (M00531), dissimilatory nitrate reduction (M00530), denitrification (M00529), and complete nitrification (M00804). Among the KOs related to carbon fixation (Fig. 7b), four endophytic samples were mainly concentrated in the reductive citrate cycle (M00173), 3-hydroxypropionate bicycle (M00376), hydroxypropionate-hydroxybutyrate cycle (M00375), dicarboxylate-hydroxybutyrate cycle (M00374), and the incomplete reductive citrate cycle (M00620).
Figure 8.
Functional prediction of microorganisms based on PICRUSt2 with FUNGuild. (a) Nitrogen metabolism KOs are predicted based on 16S sequences. (b) Carbon fixation KOs are expected based on 16S sequences. (c) Mode obtained based on FUNGuild. (d) Guild obtained based on FUNGuild. K0s are classification system for proteins in (a), (b), where proteins with highly similar sequences and similar functions in the same pathway are grouped together. Where the K0s number are the gene identifier in KEGG, and the same gene K0s number are the same between different species.
FUNGuild classified fungi based on their ecological functions and the content of published articles. FUNGuild was used for all samples in annotated mode. In the annotation results of trophic mode, the highest average proportion of symbiotroph enrichment in root samples was 81.86% ± 7.27%, significantly higher than in the corresponding rhizosphere samples. Followed by saprotroph, which accounted for 4.90% ± 2.21%. However, except for symbiotrophs, the abundance proportions of other modes were smaller than those of their rhizosphere samples (Fig. 8c).
Endogenic bacteria were predominant in the root samples (Fig. 8d), corresponding to symbiotroph. Compared to different root samples, CA also showed enrichment with ectomycorrhizal, and the abundance of ectomycorrhizal in its rhizosphere sample was much higher than in other rhizosphere samples, at 38.20%. The predominant type in rhizosphere samples was undefined saprotroph, which was 23.75% ± 16.84%, the proportion of each guild varies greatly between rhizosphere samples. MAS and SHS had similar structures and were significantly enriched compared to other rhizosphere samples, undefined saprotroph-undefined biotroph, plant pathogen, and soil saprotroph. MAS and GUS were enriched in plant pathogen-soil saprotroph-wood saprotroph; undefined saprotroph of GU accounted for the highest proportion of 51.35%; unique animal pathogen-dung saprotroph-endophyte-plant saprotroph-soil saprotroph-wood saprotroph accounted for 4.80%.
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The complete data sets generated in the present study have been deposited in the NCBI Sequence Read Archive database under BioProject IDs PRJNA1053683 and PRJNA1053873.
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About this article
Cite this article
Shan Y, Lu X, Wang S, Cong H, Wang Q, et al. 2024. Microbial community structure and diversity of endophytic and rhizosphere of Cypripedium species in Changbai Mountains. Ornamental Plant Research 4: e028 doi: 10.48130/opr-0024-0027
Microbial community structure and diversity of endophytic and rhizosphere of Cypripedium species in Changbai Mountains
- Received: 01 June 2024
- Revised: 18 August 2024
- Accepted: 02 September 2024
- Published online: 23 October 2024
Abstract: Cypripedium is an important ornamental plant. However, it is facing increasing endangerment due to habitat destruction and illegal collection. Therefore, the conservation of Cypripedium is becoming increasingly important. Fungi are involved in the entire life cycle of Cypripedium plants. A growing number of experiments have shown that the mycorrhizal communities of Cypripedium have also diversified under different growth environments, and most of such studies have explored the relationship between endophytic fungi in the root and the environment. Fourteen fungal and 34 bacterial phyla were detected in roots and rhizosphere samples. Ascomycota, Basidiomycota, Mortierellomycota, and Chytridiomycota content were higher in endophytic fungi. Cadophora was detected in four species of Cypripedium and was dominant among the endophytic fungi, the content was up to 80.81% ± 9.84%. Cadophora had the function of altering the structure of endophytic fungi of Cypripedium. Endophytic bacteria were mainly detected with high abundance of Pseudomonadaceae, Rhizobiaceae, Streptomycetaceae, Burkholderiaceae, and Rickettsiacea, which were endophytic in different Cypripedium plants. The diversity of rhizosphere fungi was higher than the diversity of endophytic fungi, C. shanxiense had the highest fungal community richness within four Cypripedium species and predicted that endophytic bacteria had reductive citrate cycle, 3-hydroxypropionate bicycle, and other functions. These endophytes comprise unique Cypripedium plants' microbial community structure in Changbai Mountain (China), providing a direction for further protecting wild Cypripedium resources. Understanding the structural characteristics of the endophytic fungal community of Cypripedium under the environment of Changbai Mountain provides a direction for further conservation of Cypripedium in Changbai Mountain, and exploring the functions of different types of fungi during the growth process of Cypripedium provides a theoretical basis for the subsequent exploration of the species of Cypripedium endophytes in different habitats as well as the effects on the root and soil endophytes of Cypripedium plants.
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Key words:
- Cypripedium /
- Endophytes /
- Microbial community function /
- High-throughput sequencing /
- Changbai Mountain