| Literature DB >> 30740120 |
Amaia Nogales1, Erika S Santos1, Maria Manuela Abreu1, Diego Arán2,3, Gonçalo Victorino1, Helena Sofia Pereira1, Carlos M Lopes1, Wanda Viegas1.
Abstract
Plant inoEntities:
Keywords: Vitis vinifera L. cv. touriga nacional; arbuscular mycorrhizal fungi; copper; manganese toxicity; soil contamination; symbiosis
Year: 2019 PMID: 30740120 PMCID: PMC6355709 DOI: 10.3389/fpls.2018.01906
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Figure 1(A) Root mycorrhizal colonization rate, (B) shoot length, and (C) number of leaves per plant in Touriga Nacional grapevine variety plants grafted onto 1103 Paulsen rootstock three months after inoculation and transplant to forest pot containers filled with sterile substrate. Data represent average values of three composite samples per treatment ± standard error in (A), and 10 plants ± standard error in (B,C). Different letters indicate significant differences among treatments according to Tukey b post-hoc tests at p ≤ 0.05.
Physico-chemical and biological parameters of the soil used in the experiment.
| pH (H2O) | 7.0 ± 0.03 |
| Electric conductivity (μS cm−1) | 73.0 ± 2.70 |
| Cation exchange capacity (cmol(+) kg−1) | 3.06 ± 0.170 |
| Organic C (g kg−1) | 5.7 ± 0.213 |
| N-NO3 (mg kg−1) | 1.11 ± 0.336 |
| N-NH4 (mg kg−1) | 1.86 ± 0.142 |
| Ca | 933.3 ± 27.22 |
| P | 263.3 ± 7.20 |
| Fe | 2400.0 ± 216.02 |
| K | 22066.7 ± 803.23 |
| Mg | 400.0 ± 0.0 |
| Na | 967.3 ± 27.21 |
| Cu | 26.67 ± 1.186 |
| Mn | 77.00 ± 5.735 |
| Zn | 14.33 ± 1.440 |
| Number of mycorrhizal propagules (g−1) | 6.4 |
| Dehydrogenase activity (mg TPF.g−1) | 11.9 ± 0.90 |
Values represent the average of 3 samples ± standard error.
(A) P-values of the two-way ANOVA test for the effects of the factors “Copper contamination” and “Mycorrhizal inoculation treatment” and their interaction; (B) soil pH and micronutrient concentration in extractable fraction of the soil after three months growth of Touriga Nacional grapevine variety plants grafted onto 1103P rootstock inoculated or not with R. irregulare or F. mosseae.
| Copper contamination | < 0.0001 | < 0.0001 | < 0.0001 | 0.076 | 0.005 | |
| Mycorrhizal inoculation treatment | 0.357 | 0.686 | 0.658 | 0.489 | 0.353 | |
| Interaction | 0.343 | 0.573 | 0.161 | 0.390 | 0.503 | |
| Non-contaminated soil | Non-inoculated | 7.2 ± 0.06 a | 12.12 ± 0.733 b | 2.68 ± 0.119 b | 1.79 ± 0.240 a | 1.96 ± 0.128 a |
| Inoculated with | 7.3 ± 0.09 a | 15.71 ± 1.875 ab | 3.03 ± 0.201 b | 1.89 ± 0.435 a | 1.84 ± 0.109 a | |
| Inoculated with | 7.3 ± 0.04 a | 12.49 ± 1.045 b | 2.46 ± 0.191 b | 1.63 ± 0.150 a | 1.91 ± 0.157 a | |
| Cu-contaminated soil | Non-inoculated | 6.8 ± 0.07 b | 22.44 ± 1.944 a | 128.37 ± 4.910 a | 2.68 ± 0.338 a | 2.75 ± 0.321 a |
| Inoculated with | 6.9 ± 0.04 b | 22.51 ± 2.698 a | 125.16 ± 10.760 a | 1.89 ± 0.165 a | 2.39 ± 0.205 a | |
| Inoculated with | 6.7 ± 0.04 b | 23.49 ± 2.267 a | 131.99 ± 2.560 a | 2.19 ± 0.286 a | 2.20 ± 0.152 a | |
Data represent average values (n = 5) ± standard error. Different letters indicate significant differences according to Tukey b a posteriori test. Significant effect: p-value ≤ 0.05.
(A) P-values of the two-way ANOVA for the effects of the factors “Copper contamination” and “Mycorrhizal inoculation treatment” and their interaction; (B) Soil dehydrogenase activity (in mg TPF g−1 dry weight) and root mycorrhizal colonization rate in Touriga Nacional plants grafted onto 1103 Paulsen rootstock at the end of the growing season.
| Copper contamination | <0.0001 | 0.744 | ||
| Mycorrhizal inoculation treatment | 0.287 | 0.575 | ||
| Interaction | 0.567 | 0.919 | ||
| Non-inoculated | 13.80 ± 1.386 a | 0.67 ± 0.086 b | 0.54 ± 0.069 a | 0.49 ± 0.070 a |
| Inoculated with | 12.34 ± 0.812 a | 0.49 ± 0.069 b | 0.55 ± 0.034 a | 0.59 ± 0.026 a |
| Inoculated with | 13.64 ± 1.689 a | 0.50 ± 0.069 b | 0.51 ± 0.059 a | 0.52 ± 0.053 a |
Data represent average values (n = 5) ± standard error. Different letters indicate significant differences among treatments according to Tukey b a posteriori tests at p-value ≤ 0.05.
Figure 2(A) Normalized difference vegetation index, NDVI and (B) Photochemical reflectance index, PRI, data of Touriga Nacional grapevine variety plants grafted onto 1103 Paulsen rootstock growing in Cu-contaminated or non-contaminated soil at different time points during the growing season. Bars indicate the average of five plants per treatment ± standard error. Different letters indicate significant differences at each month (July, September or October) according to Tukey b or Dunn-Bonferroni tests at p ≤ 0.05.
Figure 3(A) Leaf area, (B) shoot length, and (C) root fresh weight in Touriga Nacional grapevine variety plants grafted onto 1103P rootstock inoculated or not with R. irregulare or F. mosseae. Each bar represents the average value of five plants ± standard error. Different letters indicate significant differences according to Tukey b post-hoc test. The box inside the graphics indicate the significance values of the two-way factorial ANOVA with interaction where Copper contamination and Mycorrhizal inoculation treatment were considered as main factors.
Figure 4(A) Non-symptomatic leaf of a grapevine plant grown in the non-contaminated Arenosol. (B) Interveinal chlorosis symptoms in a grapevine plant growing in the Cu-contaminated Arenosol. (C) Chlorosis and dark spots in a grapevine plant growing in the Cu-contaminated Arenosol.
(A) P-values of the two-way ANOVA test for the effects of the factors “Copper contamination” and “Mycorrhizal inoculation treatment” and their interaction; (B) Macro- and micronutrient contents in roots of Touriga Nacional grapevine variety plants grafted onto 1103P rootstock inoculated or not with R. irregulare or F. mosseae.
| Copper contamination | 0.603 | 0.652 | 0.002 | 0.067 | 0.064 | < 0.0001 | 0.017 | – | – | < 0.0001 | |
| Mycorrhizal inocualtion treatment | 0.283 | 0.125 | 0.003 | 0.044 | 0.029 | 0.215 | 0.012 | – | – | 0.963 | |
| Interaction | 0.496 | 0.572 | 0.040 | 0.575 | 0.025 | 0.722 | 0.002 | – | – | 0.857 | |
| Non-contaminated | Non-inoculated | 8.28 ± 1.179 a | 2.21 ± 0.129 a | 5.32 ± 0.292 b | 1.81 ± 0.348 b | 5.41 ± 0.531 a | 1.04 ± 0.114 bc | 79.36 ± 11.286 b | < DL | < DL | 27.87 ± 1.667 b |
| 8.30 ± 0.686 a | 2.57 ± 0.072 a | 6.28 ± 0.387 b | 2.33 ± 0.171 ab | 5.91 ± 0.325 a | 0.86 ± 0.043 c | 76.51 ± 1.963 b | < DL | < DL | 27.14 ± 1.106 b | ||
| 8.72 ± 0.733 a | 2.41 ± 0.079 a | 5.94 ± 0.263 b | 2.47 ± 0.287 ab | 6.94 ± 0.258 a | 0.92 ± 0.053 c | 125.24 ± 11.166 b | < DL | < DL | 28.84 ± 2.770 b | ||
| Cu-contaminated soil | Non-inoculated | 7.57 ± 0.858 a | 2.38 ± 0.108 a | 6.77 ± 0.510 b | 2.23 ± 0.163 ab | 6.49 ± 0.870 a | 1.58 ± 0.134 a | 85.49 ± 12.549 b | 91.02 ± 11.402 a | 26.51 ± 0.906 b | 60.96 ± 7.823 a |
| 8.54 ± 0.230 a | 2.50 ± 0.134 a | 9.69 ± 0.804 a | 2.97 ± 0.299 a | 2.56 ± 0.396 b | 1.47 ± 0.174 a | 268.45 ± 59.287 a | 134.78 ± 21.142 a | 36.68 ± 3.422 a | 69.50 ± 11.519 a | ||
| 10.59 ± 1.989 a | 2.44 ± 0.118 a | 6.14 ± 0.945 b | 2.58 ± 0.163 ab | 5.68 ± 1.332 a | 1.36 ± 0.060 ab | 125.55 ± 41.384 b | 107.55 ± 25.479 a | 30.62 ± 2.315 ab | 67.31 ± 18.666 a | ||
Data represent average values (n = 5) ± standard error.
Different small caps letters indicate significant differences among the different experimental treatments, according to Tukey b or to Dunn-Bonferroni a posteriori tests. Significant effect: p-value ≤ 0.05.
Data were not analyzed by a two-way ANOVA as data in the non-contaminated soil were below detection limit.
Data below the detection limit (DL). Not included in the statistical analysis.
(A) P-values of the two-way ANOVA test for the effects of the factors “Copper contamination” and “Mycorrhizal inoculation treatment” and their interaction; (B) Macro- and micronutrient contents in leaves of Touriga Nacional grapevine variety plants grafted onto 1103P rootstock inoculated or not with R. irregulare or F. mosseae.
| Copper contamination | 0.003 | < 0.0001 | 0.941 | 0.003 | 0.416 | 0.919 | < 0.0001 | – | – | < 0.0001 | |
| Mycorrhizal inoculation treatment | 0.015 | < 0.0001 | 0.472 | 0.452 | 0.823 | 0.916 | 0.055 | – | – | 0.031 | |
| Interaction | 0.398 | < 0.0001 | 0.558 | 0.072 | 0.030 | 0.156 | 0.126 | – | – | 0.001 | |
| Non-contaminated | Non-inoculated | 13.85 ± 0.902 a | 1.25 ± 0.080 b | 13.53 ± 0.916 a | 0.95 ± 0.080 b | 11.93 ± 1.563 a | 2.73 ± 0.242 a | 111.27 ± 6.502 a | 11.08 ± 0.442 a | 26.15 ± 0.997 a | 54.50 ± 4.119 c |
| 11.75 ± 0.514 ab | 0.81 ± 0.067 c | 12.75 ± 0.992 a | 1.21 ± 0.088 ab | 14.98 ± 1.222 a | 3.20 ± 0.197 a | 115.83 ± 2.230 a | 11.02 ± 0.458 a | < DL | 69.61 ± 9.911 c | ||
| 16.62 ± 1.735 a | 2.03 ± 0.116 a | 11.85 ± 0.884 a | 1.16 ± 0.078 ab | 11.00 ± 0.818 a | 2.56 ± 0.199 a | 115.15 ± 6.410 a | 11.17 ± 0.585 a | < DL | 67.80 ± 2.740 c | ||
| Cu-contaminated soil | Non-inoculated | 12.24 ± 0.918 ab | 0.54 ± 0.083 d | 13.64 ± 1.101 a | 1.56 ± 0.178 a | 13.37 ± 1.680 a | 2.83 ± 0.248 a | 78.69 ± 5.779 c | 11.11 ± 0.651 a | 25.94 ± 0.514 a | 290.93 ± 22.480 a |
| 9.84 ± 0.888 b | 0.51 ± 0.035 d | 11.11 ± 1.549 a | 1.21 ± 0.062 ab | 11.44 ± 0.171 a | 2.60 ± 0.154 a | 83.21 ± 4.007 bc | 10.11 ± 0.102 a | 25.25 ± 0.220 a | 144.03 ± 8.680 b | ||
| 11.43 ± 0.359 ab | 0.47 ± 0.028 d | 13.14 ± 1.581 a | 1.58 ± 0.161 a | 16.23 ± 2.005 a | 3.14 ± 0.436 a | 104.25 ± 5.376 ab | 14.23 ± 1.729 a | 25.86 ± 0.568 a | 236.99 ± 16.712 a | ||
Data represent average values (n = 5) ± standard error.
Different small caps letters indicate significant differences among the different experimental treatments, according to Tukey b or to Dunn-Bonferroni a posteriori tests. Significant effect: p-value ≤ 0.05.
Data were not analyzed by a two-way ANOVA as data did not fulfill a normal distribution and variance homogeneity conditions.
Data were not analyzed by a two-way ANOVA as in the non-contaminated soil R. irregulare- and F. mosseae-inoculated plants values were below the detection limit.
Data below the detection limit (DL). Not included in the statistical analysis.