Chin J Plant Ecol ›› 2017, Vol. 41 ›› Issue (3): 359-368.DOI: 10.17521/cjpe.2015.0257 cstr: 32100.14.cjpe.2015.0257
Special Issue: 植物功能性状
• Research Articles • Previous Articles Next Articles
Xue YANG, Jun-Fang SHEN, Nian-Xi ZHAO*(
), Yu-Bao GAO
Online:2017-03-10
Published:2017-04-12
Contact:
Nian-Xi ZHAO
About author:KANG Jing-yao(1991-), E-mail: Xue YANG, Jun-Fang SHEN, Nian-Xi ZHAO, Yu-Bao GAO. Phenotypic plasticity and genetic differentiation of quantitative traits in genotypes of Leymus chinensis[J]. Chin J Plant Ecol, 2017, 41(3): 359-368.
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| 性状 Traits | 基因型 Genotype (G) | 刈割 Defoliation (De) | 干旱 Drought (Dr) | De × Dr | 基因型×刈割 G × De | 基因型×干旱 G × Dr | 基因型× 刈割×干旱 G × De × Dr | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F | p | F | p | F | p | F | p | F | p | F | p | F | p | |
| 光系统II光化学效率 Photochemical efficiency of photosystem II | 19.47 | <0.001 | 2.649 | 0.105 | 17.19 | <0.001 | 0.476 | 0.491 | 1.064 | 0.391 | 0.912 | 0.516 | 1.824 | 0.066 |
| 最大净光合速率 Maximum net photosynthetic rate | 41.08 | <0.001 | 315.7 | <0.001 | 7.305 | 0.007 | 0.023 | 0.879 | 9.143 | <0.001 | 1.385 | 0.197 | 1.353 | 0.212 |
| 蒸腾速率 Transpiration rate | 4.878 | <0.001 | 4.979 | 0.027 | 2.226 | 0.137 | 1.764 | 0.186 | 3.817 | <0.001 | 2.805 | 0.004 | 0.881 | 0.543 |
| 比叶面积 Specific leaf area | 3.781 | <0.001 | 34.3 | <0.001 | 2.916 | 0.089 | 11.62 | 0.001 | 1.231 | 0.278 | 2.207 | 0.023 | 1.843 | 0.063 |
| 相对生长速率 Relative growth rate | 2.829 | 0.006 | 1 765 | <0.001 | 212.8 | <0.001 | 115.1 | <0.001 | 6.55 | <0.001 | 3.071 | 0.003 | 4.847 | <0.001 |
| 分蘖增长数 The number of tillers increased | 1.842 | 0.073 | 4.488 | 0.037 | 30.15 | <0.001 | 24.72 | <0.001 | 1.061 | 0.401 | 1.5 | 0.162 | 0.848 | 0.574 |
| 地上生物量 Aboveground biomass | 1.454 | 0.167 | 0.007 | 0.933 | 69.06 | <0.001 | 28.66 | 0.001 | 1.116 | 0.353 | 1.848 | 0.062 | 0.635 | 0.767 |
| 地下生物量 Belowground biomass | 2.249 | 0.021 | 1.221 | 0.27 | 21.93 | <0.001 | 11.07 | 0.001 | 0.527 | 0.854 | 1.644 | 0.105 | 0.664 | 0.741 |
| 叶总酚浓度 Total phenolic concentration of leaf | 1.624 | 0.111 | 30.62 | <0.001 | 0.002 | 0.962 | 48.21 | <0.001 | 1.978 | 0.044 | 2.321 | 0.017 | 0.957 | 0.477 |
| 根非结构性碳水化合物总量 Total non-structural carbohydrates content of root | 1.480 | 0.157 | 11.09 | 0.001 | 47.13 | <0.001 | 16.21 | <0.001 | 1.938 | 0.049 | 2.462 | 0.011 | 1.76 | 0.078 |
| 根冠比 Root/shoot ratio | 0.976 | 0.461 | 0.099 | 0.753 | 6.005 | 0.015 | 0.479 | 0.49 | 1.099 | 0.365 | 0.855 | 0.567 | 1.093 | 0.369 |
Table 1 Multivariate analysis of variance for genotype and phenotypic variations and interactions of genotype and treatments in Leymus chinensis
| 性状 Traits | 基因型 Genotype (G) | 刈割 Defoliation (De) | 干旱 Drought (Dr) | De × Dr | 基因型×刈割 G × De | 基因型×干旱 G × Dr | 基因型× 刈割×干旱 G × De × Dr | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F | p | F | p | F | p | F | p | F | p | F | p | F | p | |
| 光系统II光化学效率 Photochemical efficiency of photosystem II | 19.47 | <0.001 | 2.649 | 0.105 | 17.19 | <0.001 | 0.476 | 0.491 | 1.064 | 0.391 | 0.912 | 0.516 | 1.824 | 0.066 |
| 最大净光合速率 Maximum net photosynthetic rate | 41.08 | <0.001 | 315.7 | <0.001 | 7.305 | 0.007 | 0.023 | 0.879 | 9.143 | <0.001 | 1.385 | 0.197 | 1.353 | 0.212 |
| 蒸腾速率 Transpiration rate | 4.878 | <0.001 | 4.979 | 0.027 | 2.226 | 0.137 | 1.764 | 0.186 | 3.817 | <0.001 | 2.805 | 0.004 | 0.881 | 0.543 |
| 比叶面积 Specific leaf area | 3.781 | <0.001 | 34.3 | <0.001 | 2.916 | 0.089 | 11.62 | 0.001 | 1.231 | 0.278 | 2.207 | 0.023 | 1.843 | 0.063 |
| 相对生长速率 Relative growth rate | 2.829 | 0.006 | 1 765 | <0.001 | 212.8 | <0.001 | 115.1 | <0.001 | 6.55 | <0.001 | 3.071 | 0.003 | 4.847 | <0.001 |
| 分蘖增长数 The number of tillers increased | 1.842 | 0.073 | 4.488 | 0.037 | 30.15 | <0.001 | 24.72 | <0.001 | 1.061 | 0.401 | 1.5 | 0.162 | 0.848 | 0.574 |
| 地上生物量 Aboveground biomass | 1.454 | 0.167 | 0.007 | 0.933 | 69.06 | <0.001 | 28.66 | 0.001 | 1.116 | 0.353 | 1.848 | 0.062 | 0.635 | 0.767 |
| 地下生物量 Belowground biomass | 2.249 | 0.021 | 1.221 | 0.27 | 21.93 | <0.001 | 11.07 | 0.001 | 0.527 | 0.854 | 1.644 | 0.105 | 0.664 | 0.741 |
| 叶总酚浓度 Total phenolic concentration of leaf | 1.624 | 0.111 | 30.62 | <0.001 | 0.002 | 0.962 | 48.21 | <0.001 | 1.978 | 0.044 | 2.321 | 0.017 | 0.957 | 0.477 |
| 根非结构性碳水化合物总量 Total non-structural carbohydrates content of root | 1.480 | 0.157 | 11.09 | 0.001 | 47.13 | <0.001 | 16.21 | <0.001 | 1.938 | 0.049 | 2.462 | 0.011 | 1.76 | 0.078 |
| 根冠比 Root/shoot ratio | 0.976 | 0.461 | 0.099 | 0.753 | 6.005 | 0.015 | 0.479 | 0.49 | 1.099 | 0.365 | 0.855 | 0.567 | 1.093 | 0.369 |
Fig. 1 Reaction norms of traits of 10 Leymus chinensis genotypes under four treatments. De-Dr-, control; De+Dr-, non-arid defoliation; De-Dr+, non-defoliation but drought; De+Dr+, defoliation and drought.
| 性状 Trait | 对照 Control | 刈割 Defoliation | 干旱 Drought | 刈割干旱 Defoliation and drought | ||||
|---|---|---|---|---|---|---|---|---|
| H2 | p | H2 | p | H2 | p | H2 | p | |
| 光系统II光化学效率 Photochemical efficiency of photosystem II | 0.000 | <0.001 | 0.000 | <0.001 | 1.000 | <0.001 | 1.000 | <0.001 |
| 最大净光合速率 Maximum net photosynthetic rate | 0.847 | <0.001 | 0.679 | <0.001 | 0.585 | <0.001 | 0.660 | <0.001 |
| 蒸腾速率 Transpiration rate | 0.538 | <0.001 | - | 0.948 | 0.380 | <0.001 | 0.168 | 0.029 |
| 比叶面积 Specific leaf area | 0.221 | 0.022 | - | 0.127 | 0.171 | 0.022 | - | 0.061 |
| 相对生长速率 Relative growth rate | 0.400 | 0.002 | 0.727 | <0.001 | 0.625 | 0.001 | 0.515 | 0.006 |
| 分蘖增长数 The number of tillers increased | - | 0.314 | - | 0.286 | - | 0.410 | - | 0.056 |
| 地上生物量 Aboveground biomass | 0.269 | 0.007 | - | 0.787 | - | 0.752 | - | 0.075 |
| 地下生物量 Belowground biomass | - | 0.151 | - | 0.145 | - | 0.523 | - | 0.553 |
| 叶总酚浓度 Total phenolic concentration of leaf | - | 0.170 | - | 0.201 | - | 0.616 | 0.145 | 0.004 |
| 根非结构性碳水化合物总量 Total non-structural carbohydrates content of root | - | 0.201 | - | 0.062 | - | 0.550 | - | 0.951 |
| 根冠比 Root/shoot ratio | - | 0.936 | - | 0.061 | - | 0.068 | 0.202 | 0.017 |
Table 2 ANOVA analysis and the broad-sense heritability (H2) estimates for 10 traits of phenotypic variations under four treatments in Leymus chinensis
| 性状 Trait | 对照 Control | 刈割 Defoliation | 干旱 Drought | 刈割干旱 Defoliation and drought | ||||
|---|---|---|---|---|---|---|---|---|
| H2 | p | H2 | p | H2 | p | H2 | p | |
| 光系统II光化学效率 Photochemical efficiency of photosystem II | 0.000 | <0.001 | 0.000 | <0.001 | 1.000 | <0.001 | 1.000 | <0.001 |
| 最大净光合速率 Maximum net photosynthetic rate | 0.847 | <0.001 | 0.679 | <0.001 | 0.585 | <0.001 | 0.660 | <0.001 |
| 蒸腾速率 Transpiration rate | 0.538 | <0.001 | - | 0.948 | 0.380 | <0.001 | 0.168 | 0.029 |
| 比叶面积 Specific leaf area | 0.221 | 0.022 | - | 0.127 | 0.171 | 0.022 | - | 0.061 |
| 相对生长速率 Relative growth rate | 0.400 | 0.002 | 0.727 | <0.001 | 0.625 | 0.001 | 0.515 | 0.006 |
| 分蘖增长数 The number of tillers increased | - | 0.314 | - | 0.286 | - | 0.410 | - | 0.056 |
| 地上生物量 Aboveground biomass | 0.269 | 0.007 | - | 0.787 | - | 0.752 | - | 0.075 |
| 地下生物量 Belowground biomass | - | 0.151 | - | 0.145 | - | 0.523 | - | 0.553 |
| 叶总酚浓度 Total phenolic concentration of leaf | - | 0.170 | - | 0.201 | - | 0.616 | 0.145 | 0.004 |
| 根非结构性碳水化合物总量 Total non-structural carbohydrates content of root | - | 0.201 | - | 0.062 | - | 0.550 | - | 0.951 |
| 根冠比 Root/shoot ratio | - | 0.936 | - | 0.061 | - | 0.068 | 0.202 | 0.017 |
| 性状 Traits | 对照 Control | 刈割 Defoliation | 干旱 Drought | 刈割干旱 Defoliation and drought | ||||
|---|---|---|---|---|---|---|---|---|
| 函数1 Function 1 | 函数2 Function 2 | 函数1 Function 1 | 函数2 Function 2 | 函数1 Function 1 | 函数2 Function 2 | 函数1 Function 1 | 函数2 Function 2 | |
| 光系统II光化学效率 Photochemical efficiency of photosystem II | 0.891 | 0.966 | -0.510 | -0.191 | 1.585 | 0.717 | -0.193 | 0.312 |
| 最大净光合速率 Maximum net photosynthetic rate | 1.285 | -0.462 | -0.905 | 0.865 | 1.231 | -1.609 | 0.783 | -0.672 |
| 蒸腾速率 Transpiration rate | -0.561 | 0.125 | 0.491 | -0.213 | 0.576 | -0.827 | 1.319 | 0.098 |
| 比叶面积 Specific leaf area | -0.692 | -0.533 | 0.542 | 0.219 | 1.341 | -0.835 | -0.042 | 1.452 |
| 相对生长速率 Relative growth rate | -0.588 | 0.815 | 0.962 | 0.953 | 1.235 | 0.236 | 1.101 | 0.267 |
| 分蘖增长数 The number of tillers increased | -0.416 | 0.347 | -0.424 | -1.030 | -1.365 | 0.603 | -0.079 | 0.521 |
| 地上生物量 Aboveground biomass | 1.114 | 0.571 | 1.919 | 2.834 | -0.579 | 3.541 | 1.323 | 2.44 |
| 地下生物量 Belowground biomass | -1.81 | 0.104 | -1.614 | -2.049 | 1.594 | -3.385 | 0.055 | -2.852 |
| 叶总酚浓度 Total phenolic concentration of leaf | 0.126 | 0.905 | -0.714 | -0.021 | -0.115 | 0.486 | -1.226 | -1.07 |
| 根非结构性碳水化合物总量 Total non-structural carbohydrates content of root | 0.598 | -1.076 | -0.010 | -0.446 | -1.058 | 0.564 | -0.129 | -0.498 |
| 根冠比 Root/shoot ratio | 1.174 | 0.781 | 1.201 | 1.319 | -0.141 | 1.039 | 0.838 | 2.452 |
| 解释的方差 Explained variance (%) | 49.8 | 31.9 | 44.5 | 30.2 | 59.2 | 20.4 | 37.3 | 22.0 |
Table 3 Function coefficients of canonical discriminant traits of Leymus chinensis for four treatments
| 性状 Traits | 对照 Control | 刈割 Defoliation | 干旱 Drought | 刈割干旱 Defoliation and drought | ||||
|---|---|---|---|---|---|---|---|---|
| 函数1 Function 1 | 函数2 Function 2 | 函数1 Function 1 | 函数2 Function 2 | 函数1 Function 1 | 函数2 Function 2 | 函数1 Function 1 | 函数2 Function 2 | |
| 光系统II光化学效率 Photochemical efficiency of photosystem II | 0.891 | 0.966 | -0.510 | -0.191 | 1.585 | 0.717 | -0.193 | 0.312 |
| 最大净光合速率 Maximum net photosynthetic rate | 1.285 | -0.462 | -0.905 | 0.865 | 1.231 | -1.609 | 0.783 | -0.672 |
| 蒸腾速率 Transpiration rate | -0.561 | 0.125 | 0.491 | -0.213 | 0.576 | -0.827 | 1.319 | 0.098 |
| 比叶面积 Specific leaf area | -0.692 | -0.533 | 0.542 | 0.219 | 1.341 | -0.835 | -0.042 | 1.452 |
| 相对生长速率 Relative growth rate | -0.588 | 0.815 | 0.962 | 0.953 | 1.235 | 0.236 | 1.101 | 0.267 |
| 分蘖增长数 The number of tillers increased | -0.416 | 0.347 | -0.424 | -1.030 | -1.365 | 0.603 | -0.079 | 0.521 |
| 地上生物量 Aboveground biomass | 1.114 | 0.571 | 1.919 | 2.834 | -0.579 | 3.541 | 1.323 | 2.44 |
| 地下生物量 Belowground biomass | -1.81 | 0.104 | -1.614 | -2.049 | 1.594 | -3.385 | 0.055 | -2.852 |
| 叶总酚浓度 Total phenolic concentration of leaf | 0.126 | 0.905 | -0.714 | -0.021 | -0.115 | 0.486 | -1.226 | -1.07 |
| 根非结构性碳水化合物总量 Total non-structural carbohydrates content of root | 0.598 | -1.076 | -0.010 | -0.446 | -1.058 | 0.564 | -0.129 | -0.498 |
| 根冠比 Root/shoot ratio | 1.174 | 0.781 | 1.201 | 1.319 | -0.141 | 1.039 | 0.838 | 2.452 |
| 解释的方差 Explained variance (%) | 49.8 | 31.9 | 44.5 | 30.2 | 59.2 | 20.4 | 37.3 | 22.0 |
Fig. 2 Scatterplot of canonical discriminant of 10 genotypes in Leymus chinensis for four treatments. A, Control. B, Non-arid defoliation. C, Non-defoliation but drought. D, Defoliation and drought.
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