Chin J Plant Ecol ›› 2024, Vol. 48 ›› Issue (3): 377-389.DOI: 10.17521/cjpe.2023.0172 cstr: 32100.14.cjpe.2023.0172
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YANG An-Na1, LI Zeng-Yan1, MOU Ling1, YANG Bai-Yu1, SAI Bi-Le1, ZHANG Li1, ZHANG Zeng-Ke1, WANG Wan-Sheng2, DU Yun-Cai2, YOU Wen-Hui1, YAN En-Rong1,*(
)
Received:2023-06-14
Accepted:2023-10-09
Online:2024-03-20
Published:2024-04-24
Contact:
YAN En-Rong
Supported by:YANG An-Na, LI Zeng-Yan, MOU Ling, YANG Bai-Yu, SAI Bi-Le, ZHANG Li, ZHANG Zeng-Ke, WANG Wan-Sheng, DU Yun-Cai, YOU Wen-Hui, YAN En-Rong. Variation in soil bacterial community across vegetation types in Dajinshan Island, Shanghai[J]. Chin J Plant Ecol, 2024, 48(3): 377-389.
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URL: https://www.plant-ecology.com/EN/10.17521/cjpe.2023.0172
| 植被类型 Vegetation type | 总氮含量 Total nitrogen content (g·kg-1) | 总磷含量 Total phosphorus content (g·kg-1) | 有机碳含量 Organic matter content (g·kg-1) | 速效氮含量 Available nitrogen content (mg·kg-1) | 速效磷含量 Available phosphorus content (mg·kg-1) | 速效钾含量 Available kalium content (mg·kg-1) |
|---|---|---|---|---|---|---|
| 落叶灌丛 Deciduous shrubland | 0.61 ± 0.10ab | 0.11 ± 0.01b | 5.99 ± 1.37ab | 453.70 ± 154.30ab | 4.03 ± 1.00ab | 232.17 ± 29.60a |
| 落叶阔叶林 Deciduous broadleaf forest | 0.49 ± 0.09b | 0.09 ± 0.01b | 4.94 ± 1.09b | 323.80 ± 69.20b | 4.12 ± 1.50a | 234.00 ± 75.30a |
| 常绿阔叶林 Evergreen broadleaf forest | 0.66 ± 0.14a | 0.17 ± 0.04a | 7.86 ± 1.97a | 480.31 ± 132.08a | 14.10 ± 5.80a | 199.41 ± 45.20a |
Table 2 Soil chemical properties across vegetation types in Dajinshan Island, Shanghai (mean ± SD)
| 植被类型 Vegetation type | 总氮含量 Total nitrogen content (g·kg-1) | 总磷含量 Total phosphorus content (g·kg-1) | 有机碳含量 Organic matter content (g·kg-1) | 速效氮含量 Available nitrogen content (mg·kg-1) | 速效磷含量 Available phosphorus content (mg·kg-1) | 速效钾含量 Available kalium content (mg·kg-1) |
|---|---|---|---|---|---|---|
| 落叶灌丛 Deciduous shrubland | 0.61 ± 0.10ab | 0.11 ± 0.01b | 5.99 ± 1.37ab | 453.70 ± 154.30ab | 4.03 ± 1.00ab | 232.17 ± 29.60a |
| 落叶阔叶林 Deciduous broadleaf forest | 0.49 ± 0.09b | 0.09 ± 0.01b | 4.94 ± 1.09b | 323.80 ± 69.20b | 4.12 ± 1.50a | 234.00 ± 75.30a |
| 常绿阔叶林 Evergreen broadleaf forest | 0.66 ± 0.14a | 0.17 ± 0.04a | 7.86 ± 1.97a | 480.31 ± 132.08a | 14.10 ± 5.80a | 199.41 ± 45.20a |
Fig. 1 Differences in operational taxonomic units (OTU) richness (A), Chao1 (B), Shannon-Wiener (C) and Simpson (D) indices of soil bacterial community across three vegetation types in Dajinshan Island, Shanghai. DF, deciduous broadleaf forest; DS, deciduous shrubland; EF, evergreen broadleaf forest. Different lowercase letters among boxplots indicate significant differences (p < 0.05).
Fig. 2 Difference in soil bacterial community structure among three vegetation types in Dajinshan Island, Shanghai. AK, available kalium content; AN, available nitrogen content; AP, available phosphorus content; TC, organic matter content; TN, total nitrogen content; TP, total phosphorus content. DF, deciduous broadleaf forest; DS, deciduous shrubland; EF, evergreen broadleaf forest. NMDS, non-metric multidimensional scaling.
Fig. 3 Correlation networks of soil bacteria across three vegetation types in Dajinshan Island, Shanghai. The connection between any two points indicates that the correlation between operational taxonomic units (OTUs) is significant (p < 0.05). Red represents positive correlation, while blue represents negative correlation. DF, deciduous broadleaf forest; DS, deciduous shrubland; EF, evergreen broadleaf forest. d, network diameter; D, density; l, path length; n, number of nodes.
| 植被类型 Vegetation type | OTU编号 OTU code | 门 Phylum | 纲 Class | 目 Order | 节点度 Nodes degree |
|---|---|---|---|---|---|
| 落叶灌丛 Deciduous shrubland | OTU137 | 拟杆菌门 Bacteroidetes | 腐螺旋菌纲 Saprospirae | 腐螺旋菌目 Saprospirales | 19 |
| OTU34 | 酸杆菌门 Acidobacteria | DA052 | Ellin6513 | 19 | |
| OTU52 | 酸杆菌门 Acidobacteria | DA052 | Ellin6513 | 19 | |
| 落叶阔叶林 Deciduous broadleaf forest | OTU98 | 变形菌门 Proteobacteria | γ变形菌纲 Gamma proteobacteria | 黄单胞菌 Xanthomonadales | 54 |
| 常绿阔叶林 Evergreen broadleaf forest | OTU104 | 酸杆菌门 Acidobacteria | DA052 | Ellin6513 | 6 |
| OTU47 | WPS-2 | - | - | 6 |
Table 3 Core nodes in correlation networks of soil bacterial across three vegetation types in Dajinshan Island, Shanghai
| 植被类型 Vegetation type | OTU编号 OTU code | 门 Phylum | 纲 Class | 目 Order | 节点度 Nodes degree |
|---|---|---|---|---|---|
| 落叶灌丛 Deciduous shrubland | OTU137 | 拟杆菌门 Bacteroidetes | 腐螺旋菌纲 Saprospirae | 腐螺旋菌目 Saprospirales | 19 |
| OTU34 | 酸杆菌门 Acidobacteria | DA052 | Ellin6513 | 19 | |
| OTU52 | 酸杆菌门 Acidobacteria | DA052 | Ellin6513 | 19 | |
| 落叶阔叶林 Deciduous broadleaf forest | OTU98 | 变形菌门 Proteobacteria | γ变形菌纲 Gamma proteobacteria | 黄单胞菌 Xanthomonadales | 54 |
| 常绿阔叶林 Evergreen broadleaf forest | OTU104 | 酸杆菌门 Acidobacteria | DA052 | Ellin6513 | 6 |
| OTU47 | WPS-2 | - | - | 6 |
Fig. 4 Relative abundance distribution of dominant soil bacterial phyla across three vegetation types in Dajinshan Island, Shanghai. DF, deciduous broadleaf forest; DS, deciduous shrubland; EF, evergreen broadleaf forest.
| 门 Phylum | 落叶灌丛-落叶阔叶林 Deciduous shrubland - deciduous broadleaf forest | 落叶阔叶林-常绿阔叶林 Deciduous broadleaf forest - evergreen broadleaf forest | 落叶灌丛-常绿阔叶林 Deciduous shrubland - evergreen broadleaf forest | |||
|---|---|---|---|---|---|---|
| t | p | t | p | t | p | |
| 变形菌门 Proteobacteria | -0.65 | 0.79 | 0.63 | 0.81 | -0.09 | 0.99 |
| 酸杆菌门 Acidobacteria | -0.50 | 0.87 | -0.81 | 0.70 | -1.15 | 0.49 |
| 放线菌门 Actinobacteria | 2.71 | 0.03 | -1.01 | 0.58 | 1.73 | 0.21 |
| WPS-2 | -0.89 | 0.65 | -5.04 | 0.00 | -5.06 | 0.00 |
| 绿弯菌门 Chloroflexi | -0.76 | 0.73 | -1.29 | 0.41 | -1.80 | 0.19 |
| 浮霉菌门 Planctomycetes | 2.31 | 0.07 | -0.03 | 0.99 | -2.17 | 0.10 |
| 厚壁菌门 Firmicutes | -1.84 | 0.18 | 1.03 | 0.56 | -0.89 | 0.65 |
| AD3 | -1.35 | 0.38 | -0.30 | 0.95 | -1.53 | 0.29 |
| 疣微菌门 Verrucomicrobia | 3.45 | 0.01 | 0.69 | 0.77 | 3.85 | 0.00 |
Table 4 Results of significance test for the difference in relative abundance of dominant soil bacterial phylum among three vegetation types in Dajinshan Island, Shanghai
| 门 Phylum | 落叶灌丛-落叶阔叶林 Deciduous shrubland - deciduous broadleaf forest | 落叶阔叶林-常绿阔叶林 Deciduous broadleaf forest - evergreen broadleaf forest | 落叶灌丛-常绿阔叶林 Deciduous shrubland - evergreen broadleaf forest | |||
|---|---|---|---|---|---|---|
| t | p | t | p | t | p | |
| 变形菌门 Proteobacteria | -0.65 | 0.79 | 0.63 | 0.81 | -0.09 | 0.99 |
| 酸杆菌门 Acidobacteria | -0.50 | 0.87 | -0.81 | 0.70 | -1.15 | 0.49 |
| 放线菌门 Actinobacteria | 2.71 | 0.03 | -1.01 | 0.58 | 1.73 | 0.21 |
| WPS-2 | -0.89 | 0.65 | -5.04 | 0.00 | -5.06 | 0.00 |
| 绿弯菌门 Chloroflexi | -0.76 | 0.73 | -1.29 | 0.41 | -1.80 | 0.19 |
| 浮霉菌门 Planctomycetes | 2.31 | 0.07 | -0.03 | 0.99 | -2.17 | 0.10 |
| 厚壁菌门 Firmicutes | -1.84 | 0.18 | 1.03 | 0.56 | -0.89 | 0.65 |
| AD3 | -1.35 | 0.38 | -0.30 | 0.95 | -1.53 | 0.29 |
| 疣微菌门 Verrucomicrobia | 3.45 | 0.01 | 0.69 | 0.77 | 3.85 | 0.00 |
Fig. 5 The most markable abundant taxa (biomarkers) of soil bacterial among three vegetation types on Dajinshan Island, Shanghai. The circle from inside to outside represents the taxonomy level from phylum to order, and each small circle at a given classification level represents a subordinate class within that category. The species with none of significant difference are colored by yellow, the species with significant difference are accompanied by the group color, and the species that cannot show in circle (represented by letters) and are corresponding to the markers display on the right side of the figure. DF, deciduous broadleaf forest; DS, deciduous shrubland; EF, evergreen broadleaf forest.
| 目的类别 Oder level | 总氮含量 Total nitrogen content | 总磷含量 Total phosphorus content | 有机碳含量 Organic carbon content | 速效氮含量 Available nitrogen content | 速效磷含量 Available phosphorus content | 速效钾含量 Available kalium content |
|---|---|---|---|---|---|---|
| 肠杆菌目 Enterobacteriales | -0.17 | -0.13 | -0.09 | -0.23 | -0.14 | 0.12 |
| 酸杆菌目 Acidobacteriales | -0.27 | -0.01 | -0.10 | -0.26 | 0.15 | -0.22 |
| 伯克氏菌目 Burkholderiales | -0.04 | -0.13 | -0.09 | -0.25 | -0.14 | 0.13 |
| 黄单胞菌目 Xanthomonadales | 0.24 | 0.45* | 0.33 | 0.24 | 0.39 | -0.27 |
| 嗜热芽菌目 Thermogemmatisporales | -0.04 | 0.30 | 0.08 | -0.00 | 0.37 | -0.25 |
| 红螺菌目 Rhodospirillales | 0.15 | 0.48* | 0.26 | 0.27 | 0.60 | -0.39 |
| 根瘤菌目 Rhizobiales | 0.19 | 0.28 | 0.18 | 0.42* | 0.24 | -0.40 |
| 土壤红杆菌目 Solirubrobacterales | 0.33 | 0.36 | 0.31 | 0.38 | 0.18 | -0.33 |
| Gaiellales | 0.20 | -0.03 | 0.07 | 0.31 | -0.17 | -0.13 |
Table 5 Pearson correlation coefficients between relative abundance of main biomarker groups of soil bacterial and soil nutrients contents in Dajinshan Island, Shanghai
| 目的类别 Oder level | 总氮含量 Total nitrogen content | 总磷含量 Total phosphorus content | 有机碳含量 Organic carbon content | 速效氮含量 Available nitrogen content | 速效磷含量 Available phosphorus content | 速效钾含量 Available kalium content |
|---|---|---|---|---|---|---|
| 肠杆菌目 Enterobacteriales | -0.17 | -0.13 | -0.09 | -0.23 | -0.14 | 0.12 |
| 酸杆菌目 Acidobacteriales | -0.27 | -0.01 | -0.10 | -0.26 | 0.15 | -0.22 |
| 伯克氏菌目 Burkholderiales | -0.04 | -0.13 | -0.09 | -0.25 | -0.14 | 0.13 |
| 黄单胞菌目 Xanthomonadales | 0.24 | 0.45* | 0.33 | 0.24 | 0.39 | -0.27 |
| 嗜热芽菌目 Thermogemmatisporales | -0.04 | 0.30 | 0.08 | -0.00 | 0.37 | -0.25 |
| 红螺菌目 Rhodospirillales | 0.15 | 0.48* | 0.26 | 0.27 | 0.60 | -0.39 |
| 根瘤菌目 Rhizobiales | 0.19 | 0.28 | 0.18 | 0.42* | 0.24 | -0.40 |
| 土壤红杆菌目 Solirubrobacterales | 0.33 | 0.36 | 0.31 | 0.38 | 0.18 | -0.33 |
| Gaiellales | 0.20 | -0.03 | 0.07 | 0.31 | -0.17 | -0.13 |
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