Phenotypic variation in Rumex crispus
The phenotypic traits of R. crispus differed significantly among populations (Table 3). Leaf area, leaf length, leaf width, leaf perimeter, and root diameter were largest in the WC population, followed by the CC population. The CC population had the thickest roots, followed by the WC population. The SH population had the smallest and most narrow leaves, the shortest perimeter, the largest leaf aspect ratio, and the thinnest roots. The leaf shape for this population was closer to elliptic. The Y population had the shortest leaf length and smallest leaf aspect ratio, and the leaf shape was closer to round.
The coefficient of variation quantifies the degree of variability in a trait. The larger the coefficient of variation, the more discrete the trait (Table 4). The average coefficient of variation among the six phenotypic traits was 46% (range = 23–81%). The traits, listed from greatest to least variation, were on the order leaf area, leaf perimeter, root diameter, leaf length, leaf width, and leaf length-to-width ratio. The least variation was in the leaf length-to-width ratio (CV = 23%), and the largest was in leaf area (CV = 81%), which was about 3.5 times the leaf length-to-width ratio. We found great differences in the degree of variation in each population. Variation among populations, listed from greatest to least, was on the order Y, CC, SH, CA, CB, WC, WA, WB, and XG. The variation among populations ranged from 26–51%; the population with the most variation was Y (CV = 51%), and the population with the least was XG (CV = 26%). In all populations, with two exceptions, the most and least variable traits were leaf area and leaf length-to-width ratio, respectively. The exceptions were that root thickness was the most variable trait in population WA, and leaf width was the least variable trait in population Y.
Table 3
Analyses of variance in phenotypic traits among Rumex crispus populations exposed to long-term toxic metal pollution
Population | Leaf area (cm2) | Leaf length (cm) | Leaf width (cm) | Leaf perimeter (cm) | Leaf aspect ratio | Root diameter (cm) |
CA | 33.39 ± 17.16ab | 8.58 ± 2.55c | 4.71 ± 1.38ab | 26.35 ± 9.26ab | 1.86 ± 0.39c | 1.52 ± 0.65 cd |
CB | 33.95 ± 17.52ab | 8.13 ± 2.77ab | 5.36 ± 1.61b | 26.58 ± 7.7ab | 1.58 ± 0.45b | 1.56 ± 0.44 cd |
CC | 88.62 ± 64.57c | 13.61 ± 5.52f | 6.96 ± 2.68c | 40.3 ± 20.4c | 1.95 ± 0.33 cd | 1.82 ± 0.54d |
WA | 48.64 ± 19.1ab | 11.16 ± 2.6de | 5.36 ± 1.05b | 36.4 ± 14.72c | 2.08 ± 0.2cde | 1.58 ± 0.69 cd |
WB | 54.25 ± 24.99b | 12.18 ± 3.02ef | 5.67 ± 1.2b | 32.87 ± 8.25bc | 2.15 ± 0.28ef | 1.28 ± 0.36bc |
WC | 106.72 ± 56.45c | 17.04 ± 4.85 g | 7.82 ± 2.14c | 52.7 ± 17.85d | 2.22 ± 0.41ef | 1.64 ± 0.49 cd |
Y | 28.57 ± 25.35a | 6.34 ± 3.26a | 4.98 ± 1.76b | 23.48 ± 12.33a | 1.3 ± 0.54a | 0.92 ± 0.35ab |
SH | 27.11 ± 19.94a | 8.94 ± 3.25c | 3.74 ± 1.13a | 23.02 ± 8.02a | 2.4 ± 0.56f | 0.46 ± 0.17a |
XG | 33.38 ± 16.05ab | 9.6 ± 2.51bc | 4.21 ± 1.11ab | 26.91 ± 7.2ab | 2.18 ± 0.51def | 0.74 ± 0.23a |
Mean | 56.07 ± 45.57 | 11.31 ± 4.77 | 5.68 ± 2.07 | 34.17 ± 16.23 | 2 ± 0.48 | 1.35 ± 0.61 |
F | 19.560** | 24.108** | 17.013** | 16.900** | 17.439** | 7.662** |
Identical lowercase letters indicate no significant differences; different lowercase letters indicate significant differences at p < 0.05; ** p < 0.01. |
Table 4
Coefficients of variation for phenotypic traits among Rumex crispus populations exposed to long-term toxic metal pollution (%)
Population | Leaf area | Leaf length | Leaf width | Leaf perimeter | Leaf aspect ratio | Root diameter | Mean |
CA | 51 | 30 | 29 | 35 | 21 | 43 | 35 |
CB | 52 | 34 | 30 | 29 | 29 | 28 | 34 |
CC | 73 | 41 | 39 | 51 | 17 | 30 | 41 |
WA | 39 | 23 | 20 | 40 | 10 | 44 | 29 |
WB | 46 | 25 | 21 | 25 | 13 | 28 | 26 |
WC | 53 | 28 | 27 | 34 | 18 | 30 | 32 |
Y | 89 | 51 | 35 | 52 | 42 | 38 | 51 |
SH | 74 | 36 | 30 | 35 | 23 | 37 | 39 |
XG | 48 | 26 | 26 | 27 | 11 | 32 | 28 |
Mean | 81 | 42 | 36 | 47 | 23 | 45 | 46 |
Phenotypic Differentiation And Sources Of Variation
The variance components for phenotypic traits within and among populations differed markedly (Table 5). The average variance component percentages for the six phenotypic traits among and within populations were 93.17% and 6.09%, and the remaining 0.74% were from individuals. The mean phenotypic differentiation coefficient was 93.84%, and the phenotypic differentiation coefficient of each phenotypic trait was greater than 80%.
Table 5
Variance components and phenotypic differentiation coefficients of phenotypic traits among Rumex crispus populations
Phenotypic trait | Random error | Variance component | Variance component percentage (%) | Phenotype differentiation coefficient (%) | |
Among populations | Within populations | Within individuals | Among populations | Within populations |
Leaf area | 2.84 | 25700 | 1310 | 0.01 | 95.13 | 4.86 | 95.14 |
Leaf length | 0.30 | 319 | 13.23 | 0.09 | 95.93 | 3.98 | 96.02 |
Leaf width | 0.13 | 48.67 | 2.86 | 0.25 | 94.21 | 5.54 | 94.45 |
Leaf perimeter | 1.01 | 2970 | 176 | 0.03 | 94.38 | 5.58 | 94.41 |
Leaf aspect ratio | 0.03 | 2.51 | 0.14 | 1.09 | 93.54 | 5.37 | 94.57 |
Root diameter | 0.06 | 1.82 | 0.24 | 3.00 | 85.82 | 11.19 | 88.47 |
Mean | | | | 0.74 | 93.17 | 6.09 | 93.84 |
Correlations between phenotypic traits of Rumex crispus and soil environmental factors
Root diameter was positively correlated with all metals in the soil (p < 0.05; Table 6). Leaf area, leaf length, and leaf length-to-width ratio were negatively correlated with Pb, Zn, Mn, and Fe. Leaf perimeter was negatively correlated with Pb, Zn, and Mn (p < 0.05), but positively correlated with Sn, Cu, and As (p < 0.05). As and leaf length were also positively correlated (p < 0.05). Correlations between traits and metals, listed from greatest to least, were on the order root diameter, leaf length-to-width ratio, leaf length, leaf perimeter, leaf area, and leaf width. Leaf phenotypic traits were negatively correlated with pH (p < 0.05) and positively correlated with organic matter, total phosphorus, and total nitrogen (p < 0.05). Root diameter was negatively correlated with total nitrogen (p < 0.05). Correlations between traits and physical and chemical properties of the soil, listed from greatest to least, were on the order leaf length, leaf area, leaf perimeter, leaf width, root diameter, and leaf aspect ratio.
The comprehensive correlation between phenotypic traits and soil factors was the sum of the absolute values of the significant correlations of each trait, listed from greatest to least: organic matter, Zn, Mn, Pb, Fe, pH, total nitrogen, total phosphorus, As, Sn, Cu, and soil moisture. Metal content related to phenotypic traits, listed from largest to smallest, was on the order Zn, Mn, Pb, Fe, As, Sn, and Cu. Relations between physical and chemical properties of the soil and phenotypic traits, listed from largest to smallest, were on the order organic matter, pH, total nitrogen, total phosphorus, and soil moisture.
Table 6
Correlations between phenotypic characteristics of Rumex crispus and soil factors
Soil Factor | Leaf area | Leaf length | Leaf width | Leaf perimeter | Leaf aspect ratio | Root diameter | Sum |r| |
Sn | 0.049 | 0.085 | 0.089 | 0.161** | –0.019 | 0.311** | 0.472 |
Pb | –0.145* | –0.250** | –0.011 | –0.152* | –0.441** | 0.269** | 1.257 |
Zn | –0.179** | –0.292** | –0.057 | –0.198** | –0.443** | 0.313** | 1.425 |
Mn | –0.213** | –0.315** | –0.085 | –0.224** | –0.429** | 0.211* | 1.392 |
Fe | –0.174** | –0.214** | –0.05 | –0.081 | –0.323** | 0.261* | 0.972 |
Cu | 0.025 | 0.083 | 0.064 | 0.138* | 0.009 | 0.291** | 0.429 |
As | 0.101 | 0.162** | 0.104 | 0.213** | 0.087 | 0.273** | 0.648 |
SWC | 0.069 | 0.017 | 0.012 | –0.073 | 0.037 | 0.038 | 0 |
pH | –0.224** | –0.163** | –0.199** | –0.147* | –0.01 | –0.123 | 0.733 |
SOM | 0.315** | 0.372** | 0.222** | 0.273** | 0.308** | –0.185 | 1.49 |
TP | 0.154* | 0.176** | 0.130* | 0.221** | 0.089 | 0.113 | 0.681 |
TN | 0.167** | 0.208** | 0.121 | 0.143* | 0.170** | –0.225* | 0.688 |
* p < 0.05, ** p < 0.01. |
Clustering Of Populations Based On Phenotypic Traits
The nine R. crispus populations clustered based on the six phenotypic traits. After dividing by the Euclidean distance of 2.5, we divided the nine R. crispus populations into three groups (Fig. 1) not strictly clustered by geographic distance. The two populations not exposed to pollution, SH and XG, were a group.