Acta Agriculturae Zhejiangensis ›› 2024, Vol. 36 ›› Issue (1): 115-126.DOI: 10.3969/j.issn.1004-1524.20230239
• Horticultural Science • Previous Articles Next Articles
QIAO Hongyong1(
), YUAN Tao1,*(
), ZHAO Xinyong2, YANG Huiyan2
Received:2023-02-28
Online:2024-01-25
Published:2024-02-18
CLC Number:
QIAO Hongyong, YUAN Tao, ZHAO Xinyong, YANG Huiyan. Characteristics of endophyte’s community changes of Paeonia suffruticosa cv. Lu He Hong fine root in different plant ages[J]. Acta Agriculturae Zhejiangensis, 2024, 36(1): 115-126.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.20230239
| 株龄 Plant age | 株高 Plant height/cm | 东西冠幅 East-west crown width/cm | 南北冠幅 North-south crown width/cm | 基部分枝/个 Basal branching | 基部最粗枝直径 Base coarsest branch diameter/cm | 基部最细枝直径 Base most slender branch diameter/cm |
|---|---|---|---|---|---|---|
| ART1 | 46.83 | 61.33 | 60.33 | 7 | 1.20 | 0.60 |
| ART2 | 85.33 | 104.33 | 99.67 | 7 | 3.10 | 1.58 |
| ART3 | 108.33 | 109.33 | 101.33 | 6 | 4.00 | 2.17 |
| ART4 | 120.00 | 118.57 | 112.86 | 4 | 4.66 | 2.66 |
Table 1 Basic information of Lu He Hong in different plant ages
| 株龄 Plant age | 株高 Plant height/cm | 东西冠幅 East-west crown width/cm | 南北冠幅 North-south crown width/cm | 基部分枝/个 Basal branching | 基部最粗枝直径 Base coarsest branch diameter/cm | 基部最细枝直径 Base most slender branch diameter/cm |
|---|---|---|---|---|---|---|
| ART1 | 46.83 | 61.33 | 60.33 | 7 | 1.20 | 0.60 |
| ART2 | 85.33 | 104.33 | 99.67 | 7 | 3.10 | 1.58 |
| ART3 | 108.33 | 109.33 | 101.33 | 6 | 4.00 | 2.17 |
| ART4 | 120.00 | 118.57 | 112.86 | 4 | 4.66 | 2.66 |
| 株龄 Plant age | 可溶性糖含量 Soluble sugar content/ (μg·g-1) | 纤维素含量 Cellulose content/ (μg·g-1) | 可溶性蛋白含量 Soluble protein content/ (mg·g-1) | 丙二醛含量 Malondialdehyde content/ (nmol·g-1) | 超氧化物歧化酶 活性 SOD activity/ (U·mL-1) | 过氧化物酶活性 POD activity/ (U/mL-1) | 过氧化氢酶活性 CAT activity/ (U/mL-1) | 根系活力 Root vigor/ (mg·g-1·h-1) |
|---|---|---|---|---|---|---|---|---|
| ART1 | 61.52±8.11 b | 1.08±0.03 c | 9.07±0.18 b | 3.91±0.45 c | 102.66±4.60 c | 6.53±1.04 d | 4.68±0.27 d | 1.45±0.05 b |
| ART2 | 70.83±5.07 a | 1.54±0.23 b | 10.30±0.85 a | 5.78±0.73 ab | 114.13±4.33 b | 9.05±1.27 c | 6.15±0.54 c | 1.66±0.12 a |
| ART3 | 66.38±2.81 ab | 1.58±0.12 b | 10.54±0.90 a | 6.20±0.60 a | 153.15±5.07 a | 11.19±0.76 b | 8.72±0.71 b | 1.76±0.14 a |
| ART4 | 43.16±7.18 c | 2.33±0.19 a | 8.41±0.91 b | 5.24±0.77 b | 85.81±4.88 d | 12.80±0.97 a | 10.73±0.69 a | 1.52±0.10 b |
Table 2 Physiological-biochemical index in different plant ages of Lu He Hong fine roots
| 株龄 Plant age | 可溶性糖含量 Soluble sugar content/ (μg·g-1) | 纤维素含量 Cellulose content/ (μg·g-1) | 可溶性蛋白含量 Soluble protein content/ (mg·g-1) | 丙二醛含量 Malondialdehyde content/ (nmol·g-1) | 超氧化物歧化酶 活性 SOD activity/ (U·mL-1) | 过氧化物酶活性 POD activity/ (U/mL-1) | 过氧化氢酶活性 CAT activity/ (U/mL-1) | 根系活力 Root vigor/ (mg·g-1·h-1) |
|---|---|---|---|---|---|---|---|---|
| ART1 | 61.52±8.11 b | 1.08±0.03 c | 9.07±0.18 b | 3.91±0.45 c | 102.66±4.60 c | 6.53±1.04 d | 4.68±0.27 d | 1.45±0.05 b |
| ART2 | 70.83±5.07 a | 1.54±0.23 b | 10.30±0.85 a | 5.78±0.73 ab | 114.13±4.33 b | 9.05±1.27 c | 6.15±0.54 c | 1.66±0.12 a |
| ART3 | 66.38±2.81 ab | 1.58±0.12 b | 10.54±0.90 a | 6.20±0.60 a | 153.15±5.07 a | 11.19±0.76 b | 8.72±0.71 b | 1.76±0.14 a |
| ART4 | 43.16±7.18 c | 2.33±0.19 a | 8.41±0.91 b | 5.24±0.77 b | 85.81±4.88 d | 12.80±0.97 a | 10.73±0.69 a | 1.52±0.10 b |
| 内生微生物Endophytic microbial | 株龄Plant age | Chao1 | Shannon | Simpson |
|---|---|---|---|---|
| 内生细菌Endophytic bacteria | ART1 | 1389.69±1307.46 a | 1.19±0.88 a | 1.70±0.70 a |
| ART2 | 894.84±464.67 a | 1.01±0.62 a | 1.55±0.47 a | |
| ART3 | 1232.84±169.21 a | 1.53±0.41 a | 1.65±0.27 a | |
| ART4 | 995.38±305.50 a | 1.00±0.50 a | 1.33±0.21 a | |
| 内生真菌Endophytic fungi | ART1 | 592.29±154.31 a | 2.74±0.39 a | 6.07±1.41 a |
| ART2 | 631.16±132.76 a | 2.85±0.19 a | 7.13±1.24 a | |
| ART3 | 544.28±75.53 a | 2.71±0.31 a | 7.44±2.09 a | |
| ART4 | 655.40±180.58 a | 2.95±0.40 a | 7.78±2.20 a |
Table 3 Endophytes community abundance and diversity of Lu He Hong fine roots in different plant ages
| 内生微生物Endophytic microbial | 株龄Plant age | Chao1 | Shannon | Simpson |
|---|---|---|---|---|
| 内生细菌Endophytic bacteria | ART1 | 1389.69±1307.46 a | 1.19±0.88 a | 1.70±0.70 a |
| ART2 | 894.84±464.67 a | 1.01±0.62 a | 1.55±0.47 a | |
| ART3 | 1232.84±169.21 a | 1.53±0.41 a | 1.65±0.27 a | |
| ART4 | 995.38±305.50 a | 1.00±0.50 a | 1.33±0.21 a | |
| 内生真菌Endophytic fungi | ART1 | 592.29±154.31 a | 2.74±0.39 a | 6.07±1.41 a |
| ART2 | 631.16±132.76 a | 2.85±0.19 a | 7.13±1.24 a | |
| ART3 | 544.28±75.53 a | 2.71±0.31 a | 7.44±2.09 a | |
| ART4 | 655.40±180.58 a | 2.95±0.40 a | 7.78±2.20 a |
| 预测功能Prediction function | ART1 | ART2 | ART3 | ART4 |
|---|---|---|---|---|
| 细胞过程Cellular processes | 3.24±0.40 a | 3.06±0.10 a | 3.05±0.01 a | 3.06±0.07 a |
| 环境信息处理Environmental information processing | 10.92±0.26 a | 10.67±0.14 b | 10.53±0.11 b | 10.67±0.05 b |
| 遗传信息处理Genetic information processing | 18.31±0.76 a | 18.15±0.41 a | 18.44±0.34 a | 18.11±0.26 a |
| 人类疾病Human diseases | 0.72±0.09 a | 0.77±0.02 a | 0.75±0.01 a | 0.76±0.02 a |
| 新陈代谢Metabolism | 66.03±1.28 a | 66.56±0.32 a | 66.43±0.24 a | 66.60±0.26 a |
| 有机系统Organismal system | 0.78±0.03 a | 0.79±0.01 a | 0.79±0.01 a | 0.79±0.01 a |
| 腐生营养型Saprotroph | 21.19±9.30 a | 5.67±7.79 b | 8.19±14.77 b | 4.77±4.60 b |
| 病理营养型Pathotroph | 46.42±19.18 b | 76.15±10.10 a | 84.57±19.34 a | 84.60±10.10 a |
| 共生营养型Symbiotroph | 18.20±12.07 a | 14.16±16.45 ab | 1.62±1.07 b | 6.36±5.13 ab |
| 混合营养型Mixture | 14.18±9.03 a | 4.02±4.09 b | 5.63±5.01 b | 4.27±3.69 b |
Table 4 Proportion of endophytes prediction function in different plant ages of Lu He Hong fine roots %
| 预测功能Prediction function | ART1 | ART2 | ART3 | ART4 |
|---|---|---|---|---|
| 细胞过程Cellular processes | 3.24±0.40 a | 3.06±0.10 a | 3.05±0.01 a | 3.06±0.07 a |
| 环境信息处理Environmental information processing | 10.92±0.26 a | 10.67±0.14 b | 10.53±0.11 b | 10.67±0.05 b |
| 遗传信息处理Genetic information processing | 18.31±0.76 a | 18.15±0.41 a | 18.44±0.34 a | 18.11±0.26 a |
| 人类疾病Human diseases | 0.72±0.09 a | 0.77±0.02 a | 0.75±0.01 a | 0.76±0.02 a |
| 新陈代谢Metabolism | 66.03±1.28 a | 66.56±0.32 a | 66.43±0.24 a | 66.60±0.26 a |
| 有机系统Organismal system | 0.78±0.03 a | 0.79±0.01 a | 0.79±0.01 a | 0.79±0.01 a |
| 腐生营养型Saprotroph | 21.19±9.30 a | 5.67±7.79 b | 8.19±14.77 b | 4.77±4.60 b |
| 病理营养型Pathotroph | 46.42±19.18 b | 76.15±10.10 a | 84.57±19.34 a | 84.60±10.10 a |
| 共生营养型Symbiotroph | 18.20±12.07 a | 14.16±16.45 ab | 1.62±1.07 b | 6.36±5.13 ab |
| 混合营养型Mixture | 14.18±9.03 a | 4.02±4.09 b | 5.63±5.01 b | 4.27±3.69 b |
| 指标 Index | 内生细菌 Endophytic bacteria | 内生真菌 Endophytic fungi | ||
|---|---|---|---|---|
| r | P | r | P | |
| 可溶性糖含量 | 0.108 | 0.145 | -0.047 | 0.628 |
| Soluble sugar content | ||||
| 纤维素含量 | 0.210 | 0.023* | 0.149 | 0.093 |
| Cellulose content | ||||
| 可溶性蛋白含量 | -0.013 | 0.545 | 0.064 | 0.287 |
| Soluble protein content | ||||
| 丙二醛含量 | 0.116 | 0.118 | 0.126 | 0.144 |
| MDA content | ||||
| 超氧化物歧化酶活性 | -0.102 | 0.846 | 0.051 | 0.221 |
| SOD activity | ||||
| 过氧化物酶活性 | 0.176 | 0.028* | 0.228 | 0.302 |
| POD activity | ||||
| 过氧化氢酶活性 | 0.201 | 0.007** | 0.030 | 0.318 |
| CAT activity | ||||
| 根系活力Root vigor | -0.134 | 0.905 | 0.080 | 0.228 |
Table 5 Mantel correlation analysis between endophytes community structure and physiological-biochemical index of Lu He Hong fine roots
| 指标 Index | 内生细菌 Endophytic bacteria | 内生真菌 Endophytic fungi | ||
|---|---|---|---|---|
| r | P | r | P | |
| 可溶性糖含量 | 0.108 | 0.145 | -0.047 | 0.628 |
| Soluble sugar content | ||||
| 纤维素含量 | 0.210 | 0.023* | 0.149 | 0.093 |
| Cellulose content | ||||
| 可溶性蛋白含量 | -0.013 | 0.545 | 0.064 | 0.287 |
| Soluble protein content | ||||
| 丙二醛含量 | 0.116 | 0.118 | 0.126 | 0.144 |
| MDA content | ||||
| 超氧化物歧化酶活性 | -0.102 | 0.846 | 0.051 | 0.221 |
| SOD activity | ||||
| 过氧化物酶活性 | 0.176 | 0.028* | 0.228 | 0.302 |
| POD activity | ||||
| 过氧化氢酶活性 | 0.201 | 0.007** | 0.030 | 0.318 |
| CAT activity | ||||
| 根系活力Root vigor | -0.134 | 0.905 | 0.080 | 0.228 |
| 内生微生物 Endophytic microbial | 株龄 Plant age | 实证网络Empirical network | 随机网络Random network | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 阈值 Cutoff | 总节点 Total nodes | 总边 Total links | 幂律指数 R2 of power- law | 平均度 Average degree | 聚类系数 Average clustering coefficient | 平均距离 Average path distance | 模块化 Modularity (module number) | 聚类系数 Average clustering coefficient | 平均距离 Average path distance | 模块化 Modularity | ||
| 内生细菌 | ARTI | 0.93 | 349 | 1466 | 0.740 | 8.401 | 0.345 | 4.779 | 0.561(9) | 0.050±0.005** | 3.016±0.023** | 0.205±0.004** |
| Endophytic | ART2 | 0.93 | 210 | 440 | 0.711 | 4.190 | 0.202 | 5.608 | 0.872(19) | 0.024±0.006** | 3.774±0.047** | 0.468±0.008** |
| bacteria | ART3 | 0.93 | 384 | 1557 | 0.457 | 8.109 | 0.311 | 5.136 | 0.722(9) | 0.031±0.004** | 3.054±0.012** | 0.311±0.006** |
| ART4 | 0.93 | 349 | 1375 | 0.654 | 7.880 | 0.255 | 5.274 | 0.766(19) | 0.037±0.004** | 3.075±0.020** | 0.311±0.005** | |
| 内生真菌 | ARTI | 0.96 | 302 | 824 | 0.833 | 5.457 | 0.265 | 7.189 | 0.693(19) | 0.036±0.006** | 3.500±0.040** | 0.394±0.006** |
| Endophytic | ART2 | 0.96 | 308 | 603 | 0.806 | 3.916 | 0.234 | 7.732 | 0.832(32) | 0.027±0.005** | 3.515±0.027** | 0.405±0.006** |
| fungi | ART3 | 0.96 | 285 | 807 | 0.843 | 5.663 | 0.371 | 7.322 | 0.735(19) | 0.043±0.007** | 3.376±0.038** | 0.380±0.006** |
| ART4 | 0.96 | 302 | 570 | 0.800 | 3.775 | 0.207 | 8.329 | 0.832(26) | 0.016±0.004** | 4.156±0.046** | 0.518±0.007** | |
Table 6 Comparison of topological characteristics between empirical network and random network of endophytes in different plant ages of Lu He Hong fine roots
| 内生微生物 Endophytic microbial | 株龄 Plant age | 实证网络Empirical network | 随机网络Random network | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 阈值 Cutoff | 总节点 Total nodes | 总边 Total links | 幂律指数 R2 of power- law | 平均度 Average degree | 聚类系数 Average clustering coefficient | 平均距离 Average path distance | 模块化 Modularity (module number) | 聚类系数 Average clustering coefficient | 平均距离 Average path distance | 模块化 Modularity | ||
| 内生细菌 | ARTI | 0.93 | 349 | 1466 | 0.740 | 8.401 | 0.345 | 4.779 | 0.561(9) | 0.050±0.005** | 3.016±0.023** | 0.205±0.004** |
| Endophytic | ART2 | 0.93 | 210 | 440 | 0.711 | 4.190 | 0.202 | 5.608 | 0.872(19) | 0.024±0.006** | 3.774±0.047** | 0.468±0.008** |
| bacteria | ART3 | 0.93 | 384 | 1557 | 0.457 | 8.109 | 0.311 | 5.136 | 0.722(9) | 0.031±0.004** | 3.054±0.012** | 0.311±0.006** |
| ART4 | 0.93 | 349 | 1375 | 0.654 | 7.880 | 0.255 | 5.274 | 0.766(19) | 0.037±0.004** | 3.075±0.020** | 0.311±0.005** | |
| 内生真菌 | ARTI | 0.96 | 302 | 824 | 0.833 | 5.457 | 0.265 | 7.189 | 0.693(19) | 0.036±0.006** | 3.500±0.040** | 0.394±0.006** |
| Endophytic | ART2 | 0.96 | 308 | 603 | 0.806 | 3.916 | 0.234 | 7.732 | 0.832(32) | 0.027±0.005** | 3.515±0.027** | 0.405±0.006** |
| fungi | ART3 | 0.96 | 285 | 807 | 0.843 | 5.663 | 0.371 | 7.322 | 0.735(19) | 0.043±0.007** | 3.376±0.038** | 0.380±0.006** |
| ART4 | 0.96 | 302 | 570 | 0.800 | 3.775 | 0.207 | 8.329 | 0.832(26) | 0.016±0.004** | 4.156±0.046** | 0.518±0.007** | |
Fig.3 Molecular network of endophytes in different plant ages of Lu He Hong fine roots a, Bacteria; b, Fungi. A node represents an OTU; The color of nodes represents phylum level classification, and the size of nodes represents the number of connections; Each line represents a correlation between two nodes connected to it, with orange representing a negative correlation and green representing a positive correlation.
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