Biodiv Sci ›› 2024, Vol. 32 ›› Issue (7): 23498. DOI: 10.17520/biods.2023498
• Original article • Previous Articles Next Articles
Yujin Cui(), Wanying Li, Qingqing Zhou, Heng Zhao, Fang Wu*()(), Yuan Yuan*()()
Received:
2023-12-28
Accepted:
2024-05-06
Online:
2024-07-20
Published:
2024-06-12
Contact:
*E-mail: fangwubjfu2014@bjfu.edu.cn; yuanyuan1018@bjfu.edu.cn
Supported by:
Yujin Cui, Wanying Li, Qingqing Zhou, Heng Zhao, Fang Wu, Yuan Yuan. Diversity and community composition of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus in Beijing, northern China[J]. Biodiv Sci, 2024, 32(7): 23498.
Fig. 2 Venn diagram of distribution of ASVs for different groups of fungi. A, Pinus tabuliformis in different sampling plots; B, P. tabuliformis in different seasons; C, Euonymus japonicus in different sampling plots; D, E. japonicus in different seasons; E, Between the two trees species.
树种 Tree species | 样点 Sample plot | Shannon 多样性指数 Shannon diversity index | Chao1丰富度 指数 Chao1 richness index | Pielou均匀度指数 Pielou evenness index |
---|---|---|---|---|
油松 Pinus tabuliformis | 安定门 ADM | 3.92 ± 0.64a | 193.63 ± 83.48a | 0.53 ± 0.06a |
和平街 HPJ | 3.57 ± 1.06a | 161.04 ± 74.94a | 0.50 ± 0.13a | |
亚运村 YYC | 3.87 ± 0.43a | 171.96 ± 60.35a | 0.52 ± 0.05a | |
北七家 BQJ | 4.03 ± 0.42a | 174.95 ± 56.75a | 0.55 ± 0.07a | |
大叶黄杨Euonymus japonicus | 安定门 ADM | 3.47 ± 0.62a | 190.72 ± 58.41a | 0.46 ± 0.07a |
和平街 HPJ | 2.69 ± 0.37b | 129.80 ± 39.43b | 0.39 ± 0.046b | |
亚运村 YYC | 2.77 ± 0.98b | 143.34 ± 68.27b | 0.40 ± 0.13b | |
北七家 BQJ | 3.06 ± 0.66ab | 192.09 ± 77.21a | 0.41 ± 0.06b |
Table 1 The alpha diversity index of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus among different sampling plots
树种 Tree species | 样点 Sample plot | Shannon 多样性指数 Shannon diversity index | Chao1丰富度 指数 Chao1 richness index | Pielou均匀度指数 Pielou evenness index |
---|---|---|---|---|
油松 Pinus tabuliformis | 安定门 ADM | 3.92 ± 0.64a | 193.63 ± 83.48a | 0.53 ± 0.06a |
和平街 HPJ | 3.57 ± 1.06a | 161.04 ± 74.94a | 0.50 ± 0.13a | |
亚运村 YYC | 3.87 ± 0.43a | 171.96 ± 60.35a | 0.52 ± 0.05a | |
北七家 BQJ | 4.03 ± 0.42a | 174.95 ± 56.75a | 0.55 ± 0.07a | |
大叶黄杨Euonymus japonicus | 安定门 ADM | 3.47 ± 0.62a | 190.72 ± 58.41a | 0.46 ± 0.07a |
和平街 HPJ | 2.69 ± 0.37b | 129.80 ± 39.43b | 0.39 ± 0.046b | |
亚运村 YYC | 2.77 ± 0.98b | 143.34 ± 68.27b | 0.40 ± 0.13b | |
北七家 BQJ | 3.06 ± 0.66ab | 192.09 ± 77.21a | 0.41 ± 0.06b |
Fig. 3 The diversity and class level community structure of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus among different sampling plots. A, The alpha diversity index of P. tabuliformis; B, The alpha diversity index of E. japonicus; C, Non-metric multidimensional scaling analysis of P. tabuliformis; D, Non-metric multidimensional scaling analysis of E. japonicus; E, The community structure of P. tabuliformis; F, The community structure of E. japonicus. Different letters in the box plot indicates that there was significant difference between groups (Kruskal-Wallis, P < 0.05). r denotes the degree of similarity between sample points. The larger the value of, the greater the difference. Full names of sample plot abbreviations see Fig. 1.
树种 Tree species | 样点间对比 Comparison between sample plots | r | P |
---|---|---|---|
油松 Pinus tabuliformis | 安定门/和平街 ADM/HPJ | 0.4016 | 0.001 |
安定门/亚运村 ADM/YYC | 0.2931 | 0.001 | |
安定门/北七家 ADM/BQJ | 0.4734 | 0.001 | |
和平街/亚运村 HPJ/YYC | 0.0273 | 0.133 | |
和平街/北七家 HPJ/BQJ | 0.2422 | 0.001 | |
亚运村/北七家 YYC/BQJ | 0.2056 | 0.001 | |
大叶黄杨Euonymus japonicus | 亚运村/北七家 YYC/BQJ | 0.1251 | 0.006 |
亚运村/安定门 YYC/ADM | 0.2292 | 0.001 | |
亚运村/和平街 YYC/HPJ | 0.0683 | 0.044 | |
北七家/安定门 BQJ/ADM | 0.2782 | 0.001 | |
北七家/和平街 BQJ/HPJ | 0.1253 | 0.006 | |
安定门/和平街 ADM/HPJ | 0.3554 | 0.001 |
Table 2 The analysis of similarities of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus among different sampling plots
树种 Tree species | 样点间对比 Comparison between sample plots | r | P |
---|---|---|---|
油松 Pinus tabuliformis | 安定门/和平街 ADM/HPJ | 0.4016 | 0.001 |
安定门/亚运村 ADM/YYC | 0.2931 | 0.001 | |
安定门/北七家 ADM/BQJ | 0.4734 | 0.001 | |
和平街/亚运村 HPJ/YYC | 0.0273 | 0.133 | |
和平街/北七家 HPJ/BQJ | 0.2422 | 0.001 | |
亚运村/北七家 YYC/BQJ | 0.2056 | 0.001 | |
大叶黄杨Euonymus japonicus | 亚运村/北七家 YYC/BQJ | 0.1251 | 0.006 |
亚运村/安定门 YYC/ADM | 0.2292 | 0.001 | |
亚运村/和平街 YYC/HPJ | 0.0683 | 0.044 | |
北七家/安定门 BQJ/ADM | 0.2782 | 0.001 | |
北七家/和平街 BQJ/HPJ | 0.1253 | 0.006 | |
安定门/和平街 ADM/HPJ | 0.3554 | 0.001 |
树种 Tree Species | 季节 Seasons | Shannon多样性指数Shannon diversity index | Chao1丰富度 指数 Chao1 richness index | Pielou均匀度指数Pielou evenness index |
---|---|---|---|---|
油松 Pinus tabuliformis | 七月 July | 3.96 ± 0.34a | 206.10 ± 31.82a | 0.52 ± 0.037a |
十一月 Nov. | 3.70 ± 1.13a | 149.69 ± 102.57c | 0.53 ± 0.14a | |
一月 Jan. | 3.93 ± 0.63a | 174.34 ± 73.91abc | 0.54 ± 0.06a | |
四月 Apr. | 3.79 ± 0.35a | 171.99 ± 33.95b | 0.51 ± 0.04a | |
大叶黄杨Euonymus japonicus | 七月 July | 2.78 ± 0.26bc | 118.78 ± 34.40b | 0.41 ± 0.04b |
十一月 Nov. | 3.47 ± 0.60a | 185.69 ± 76.38a | 0.47 ± 0.06a | |
一月 Jan. | 2.74 ± 0.58c | 179.19 ± 71.27a | 0.37 ± 0.05c | |
四月 Apr. | 3.00 ± 1.11ab | 174.52 ± 61.58a | 0.40 ± 0.14ab |
Table 3 The alpha diversity index of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus among different seasons
树种 Tree Species | 季节 Seasons | Shannon多样性指数Shannon diversity index | Chao1丰富度 指数 Chao1 richness index | Pielou均匀度指数Pielou evenness index |
---|---|---|---|---|
油松 Pinus tabuliformis | 七月 July | 3.96 ± 0.34a | 206.10 ± 31.82a | 0.52 ± 0.037a |
十一月 Nov. | 3.70 ± 1.13a | 149.69 ± 102.57c | 0.53 ± 0.14a | |
一月 Jan. | 3.93 ± 0.63a | 174.34 ± 73.91abc | 0.54 ± 0.06a | |
四月 Apr. | 3.79 ± 0.35a | 171.99 ± 33.95b | 0.51 ± 0.04a | |
大叶黄杨Euonymus japonicus | 七月 July | 2.78 ± 0.26bc | 118.78 ± 34.40b | 0.41 ± 0.04b |
十一月 Nov. | 3.47 ± 0.60a | 185.69 ± 76.38a | 0.47 ± 0.06a | |
一月 Jan. | 2.74 ± 0.58c | 179.19 ± 71.27a | 0.37 ± 0.05c | |
四月 Apr. | 3.00 ± 1.11ab | 174.52 ± 61.58a | 0.40 ± 0.14ab |
Fig. 4 The diversity and class level community structure of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus across different seasons. A, The alpha diversity index of P. tabuliformis; B, The alpha diversity index of E. japonicus; C, Non-metric multidimensional scaling analysis of P. tabuliformis; D, Non-metric multidimensional scaling analysis of E. japonicus; E, The community structure of P. tabuliformis; F, The community structure of E. japonicus. Different letters in the box plot indicates that there was significant difference between groups (Kruskal-Wallis, P < 0.05). The larger the value of, the greater the difference.
季节间对比 Comparison between seasons | r | P | |
---|---|---|---|
油松 Pinus tabuliformis | 七月/十一月 July/Nov. | 0.1533 | 0.001 |
七月/一月 July/Jan. | 0.1938 | 0.001 | |
七月/四月 July/Apr. | 0.2540 | 0.001 | |
十一月/一月 Nov./Jan. | 0.0235 | 0.185 | |
十一月/四月 Nov./Apr. | 0.1882 | 0.002 | |
一月/四月 Jan./Apr. | 0.2520 | 0.001 | |
大叶黄杨 Euonymus japonicus | 十一月/七月 Nov./July | 0.1918 | 0.001 |
十一月/一月 Nov./Jan. | 0.2062 | 0.002 | |
十一月/四月 Nov./Apr. | 0.8448 | 0.001 | |
七月/一月 July/Jan. | 0.1439 | 0.009 | |
七月/四月 July/Apr. | 0.8940 | 0.001 | |
一月/四月 Jan./Apr. | 0.9305 | 0.001 |
Table 4 The alpha diversity index of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus among different seasons
季节间对比 Comparison between seasons | r | P | |
---|---|---|---|
油松 Pinus tabuliformis | 七月/十一月 July/Nov. | 0.1533 | 0.001 |
七月/一月 July/Jan. | 0.1938 | 0.001 | |
七月/四月 July/Apr. | 0.2540 | 0.001 | |
十一月/一月 Nov./Jan. | 0.0235 | 0.185 | |
十一月/四月 Nov./Apr. | 0.1882 | 0.002 | |
一月/四月 Jan./Apr. | 0.2520 | 0.001 | |
大叶黄杨 Euonymus japonicus | 十一月/七月 Nov./July | 0.1918 | 0.001 |
十一月/一月 Nov./Jan. | 0.2062 | 0.002 | |
十一月/四月 Nov./Apr. | 0.8448 | 0.001 | |
七月/一月 July/Jan. | 0.1439 | 0.009 | |
七月/四月 July/Apr. | 0.8940 | 0.001 | |
一月/四月 Jan./Apr. | 0.9305 | 0.001 |
Fig. 5 The diversity and community structure of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus at different seasons; A, Heat map of top 30 genera in relative abundance ranking of fungi (data processed by log10); B, Sankey diagram of two trees; C, Non-metric multidimensional scaling analysis of two trees; D, Linear discriminant analysis effect size (LEfSe) of two trees; E, The alpha diversity index of two trees. YS, P. tabuliformis, HY, E. japonicus. The “*” in heat map and different letters in the box plot indicates that there was significant difference between groups (Kruskal-Wallis, P < 0.05).
Fig. 6 Variance partitioning analysis of community composition and temperature, PM2.5, and precipitation of Euonymus japonicas (A) and Pinus tabuliformis (B). Values < 0 was not shown.
Fig. 7 Linear regression analysis of Chao1 richness index of epiphytic fungi in the phyllosphere with temperature, PM2.5 and precipitation in Pinus tabuliformis (A) and Euonymus japonicus (B)
Fig. 8 Network of the top 40 epiphytic fungal genera in relative abundance in the phyllosphere of Pinus tabuliformis (A) and Euonymus japonicus (B). The thickness of the line represents the strength of the correlation relationship and the size of the circle represents the size of the degree.
营养类型 Trophic mode | 功能群 Guild | 油松功能群比例 Proportion of guild in Pinus tabuliformis (%) | 营养类型占比 Proportion of trophic mode (%) | 大叶黄杨功能群比例 Proportion of guild in Euonymus japonicus (%) | 营养类型占比Proportion of trophic mode (%) |
---|---|---|---|---|---|
腐生营养型 Saprotroph | 未定义腐生真菌 Undefined saprotroph fungi | 46.824 | 63.619 | 21.269 | 22.215 |
粪腐生真菌 Dung saprotroph fungi | 0.106 | 0.061 | |||
木腐生真菌 Wood saprotroph fungi | 16.668 | 0.630 | |||
土壤腐生真菌 Soil saprotroph fungi | 0.018 | 0.240 | |||
叶片腐生真菌 Leaf saprotroph fungi | 0.001 | 0.015 | |||
凋落物腐生真菌 Litter saprotroph fungi | 0.003 | 0.001 | |||
共生营养型 Symbiotroph | 内生真菌 Endophyte fungi | 0.595 | 0.651 | 0.266 | 0.315 |
外生菌根真菌 Ectomycorrhizal fungi | 0.005 | 0 | |||
杜鹃类菌根真菌 Ericoid mycorrhizal fungi | 0.002 | 0.001 | |||
植物附生真菌 Epiphyte fungi | 0.049 | 0.048 | |||
病理营养型 Pathotroph | 植物病原真菌 Plant pathogen fungi | 9.171 | 9.246 | 70.806 | 70.906 |
动物病原真菌 Animal pathogen fungi | 0.023 | 0.025 | |||
真菌寄生真菌 Fungal parasite fungi | 0.037 | 0.070 | |||
苔藓植物寄生真菌 Bryophyte parasite fungi | 0.002 | 0.001 | |||
地衣寄生菌 Lichen parasite fungi | 0.013 | 0.004 | |||
其他 Other | 26.484 | 6.564 |
Table 5 Functional classification of epiphytic fungi in phyllosphere of Pinus tabuliformis and Euonymus japonicus
营养类型 Trophic mode | 功能群 Guild | 油松功能群比例 Proportion of guild in Pinus tabuliformis (%) | 营养类型占比 Proportion of trophic mode (%) | 大叶黄杨功能群比例 Proportion of guild in Euonymus japonicus (%) | 营养类型占比Proportion of trophic mode (%) |
---|---|---|---|---|---|
腐生营养型 Saprotroph | 未定义腐生真菌 Undefined saprotroph fungi | 46.824 | 63.619 | 21.269 | 22.215 |
粪腐生真菌 Dung saprotroph fungi | 0.106 | 0.061 | |||
木腐生真菌 Wood saprotroph fungi | 16.668 | 0.630 | |||
土壤腐生真菌 Soil saprotroph fungi | 0.018 | 0.240 | |||
叶片腐生真菌 Leaf saprotroph fungi | 0.001 | 0.015 | |||
凋落物腐生真菌 Litter saprotroph fungi | 0.003 | 0.001 | |||
共生营养型 Symbiotroph | 内生真菌 Endophyte fungi | 0.595 | 0.651 | 0.266 | 0.315 |
外生菌根真菌 Ectomycorrhizal fungi | 0.005 | 0 | |||
杜鹃类菌根真菌 Ericoid mycorrhizal fungi | 0.002 | 0.001 | |||
植物附生真菌 Epiphyte fungi | 0.049 | 0.048 | |||
病理营养型 Pathotroph | 植物病原真菌 Plant pathogen fungi | 9.171 | 9.246 | 70.806 | 70.906 |
动物病原真菌 Animal pathogen fungi | 0.023 | 0.025 | |||
真菌寄生真菌 Fungal parasite fungi | 0.037 | 0.070 | |||
苔藓植物寄生真菌 Bryophyte parasite fungi | 0.002 | 0.001 | |||
地衣寄生菌 Lichen parasite fungi | 0.013 | 0.004 | |||
其他 Other | 26.484 | 6.564 |
Fig. 9 Trophic mode of epiphytic fungi in the phyllosphere of Pinus tabuliformis and Euonymus japonicus. A, P. tabuliformis in different sampling plots; B, P. tabuliformis in different seasons; C, E. japonicus in different sampling plots; D, E. japonicus in different seasons. Full names of sample plot abbreviations see Fig. 1.
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