| Literature DB >> 32865999 |
Massimo Blandino1, Franz-W Badeck2, Debora Giordano1, Alessandra Marti3, Fulvia Rizza2, Valentina Scarpino1, Patrizia Vaccino4.
Abstract
The rising atmospheric CO2, concentration is expEntities:
Keywords: Common wheat; FACE; antioxidant compounds; carbon dioxide; gluten aggregation; grain protein content; grain yield; mycotoxins
Mesh:
Substances:
Year: 2020 PMID: 32865999 PMCID: PMC8011921 DOI: 10.1021/acs.jafc.0c02975
Source DB: PubMed Journal: J Agric Food Chem ISSN: 0021-8561 Impact factor: 5.279
Meteorological and Agronomic Information of the Three-Year Experimenta
| variable | Y1 | Y2 | Y3 |
|---|---|---|---|
| average daily mean temperature, sowing to heading [°C] | 5.9 ± 0.11 | 6.1 ± 0.05 | 7.0 ± 0.02 |
| average daily mean temperature, heading to harvest [°C] | 20.6 ± 0.13 | 19.5 ± 0.04 | 19.6 ± 0.09 |
| number of frost days | 93 | 83 | 54 |
| precipitation sum during the growth cycle [mm] | 482 | 1027 | 347 |
| precipitation sum sowing to heading [mm] | 399 ± 2.8 | 837 ± 1.2 | 320 ± 2.4 |
| precipitation sum heading to harvest [mm] | 83 ± 2.8 | 191 ± 1.2 | 27 ± 2.4 |
| potential evapotranspiration/precipitation | 0.66 | 0.30 | 0.96 |
| climatic water balance from heading to harvest [mm] | –93 ± 2.4 | 21 ± 1.5 | –178 ± 1.6 |
| cumulative water stress index from heading to harvest | 0 | 0 | 27 |
| preceding crop | onion | wheat | wheat, oat, triticale |
| sowing date | Oct. 19, 2011 | Oct. 24, 2012 | Nov. 9, 2015 |
| start of fumigation | Nov. 16, 2011 | Nov. 9, 2012 | Dec. 4, 2015 |
| harvest date | Jul. 2, 2012 | Jul. 11,2013 | Jul. 12, 2016 |
Climate traits that vary with heading date (mean ± standard deviation) are shown for cv. Bologna in experiment 1.
Y1, 2011–12; Y2, 2012–13; Y3, 2015–16.
Calculated using the heading dates of cv Bologna.
In Y3, there were different preceding crops at the locations of the octagons.
Effect of FACE Treatment on Productive Parameters of Common Wheat
| experiment | factor | source of variation | above ground biomass (t ha–1 d.m.) | plant height (cm) | grain yield (t ha–1 d.m.) | harvest index | ear density (n° m–2) | TKW | GNY |
|---|---|---|---|---|---|---|---|---|---|
| 1 | CO2 | a[CO2] | 14.0 b | 82.0 b | 6.7 b | 0.49 a | 693 b | 37.5 a | 167 a |
| e[CO2] | 16.7 a | 84.1 a | 7.8 a | 0.47 a | 874 a | 36.4 b | 181 a | ||
| <0.001 | <0.001 | <0.001 | 0.073 | <0.001 | 0.006 | 0.073 | |||
| sem | 0.2 | 2.6 | 0.1 | 0.024 | 218 | 1.7 | 32 | ||
| year | Y1 | 19.3 a | 86.9 a | 8.7 a | 0.45 b | 784 a | 33.9 c | 193 a | |
| Y2 | 12.1 c | 75.4 b | 7.0 b | 0.58 a | 913 a | 36.7 b | 167 a | ||
| Y3 | 14.6 b | 86.9 a | 6.0 c | 0.41 c | 558 b | 40.4 a | 166 a | ||
| <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.079 | |||
| sem | 0.2 | 3.2 | 0.1 | 0.03 | 267 | 2.1 | 39 | ||
| CO2 X year | 0.026 | 0.012 | 0.099 | 0.227 | 0.653 | 0.403 | 0.351 | ||
| sem | 0.314 | 4.51 | 0.2 | 0.042 | 378 | 3.0 | 55 | ||
| 2 | CO2 | a[CO2] | 15.0 b | 91.2 b | 6.3 b | 0.42 b | 546 b | 47.3 a | 162 b |
| e[CO2] | 17.7 a | 94.3 a | 7.9 a | 0.44 a | 606 a | 45.5 b | 191 a | ||
| <0.001 | <0.001 | <0.001 | 0.013 | 0.017 | 0.008 | <0.001 | |||
| sem | 1.7 | 2.6 | 0.7 | 0.027 | 87 | 2.4 | 17 | ||
| cultivar (cv) | Bologna | 14.6 b | 86.9 c | 6.0 b | 0.41 b | 579 a | 40.4 d | 166 b | |
| Apache | 17.8 a | 98.3 b | 8.0 a | 0.45 a | 588 a | 50.8 b | 187 a | ||
| QH529 | 14.3 b | 82.0 d | 5.8 b | 0.41 b | 579 a | 44.7 c | 138 c | ||
| Hystar | 18.7 a | 103.9 a | 8.4 a | 0.45 a | 559 a | 55.6 a | 189 a | ||
| <0.001 | <0.001 | <0.001 | <0.001 | 0.842 | <0.001 | <0.001 | |||
| sem | 2.4 | 3.6 | 0.9 | 0.038 | 107 | 3.4 | 24 | ||
| CO2X cv | 0.107 | 0.072 | 0.014 | 0.220 | 0.882 | 0.420 | 0.031 | ||
| sem | 3.4 | 5.1 | 1.3 | 0.054 | 151 | 4.8 | 34 |
Experiment carried out in three growing seasons on cv Bologna
a[CO2] = ambient atmospheric carbon dioxide concentration, e[CO2] = elevated carbon dioxide concentration
Means followed by different letters are significantly different (the level of significance is shown in the table). Reported values are based on four replications.
sem: standard error of mean
Y1, 2011–12; Y2, 2012–13; Y3, 2015–16
Experiment carried out in the 2015–16 growing season
TKW, thousand kernel weight; GNY, grain nitrogen yield
Figure 1Effect of FACE treatment on grain yield of different common wheat cultivars. Experiment carried out in 2015-16 (Y3) on different cultivars (experiment 2). a[CO2] = ambient atmospheric carbon dioxide concentration, e[CO2] = elevated carbon dioxide concentration. Bars with asterisks are significantly different: *** P<;0.001; ** P< 0.01; * P<0.05. The error bars represent the standard error of means.
Effect of FACE Treatment on Grain Qualitative Traits and Rheological Parameters of Common Wheat Wholemeal
| glutopeak
parameters | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| experiment | factor | source of variation | TW | grain hardness | GPC | SSV | PMT | maximum torque (BE) | aggregation energy (GPE) |
| 1 | CO2 | a[CO2] | 81.9 a | 70.3 a | 14.2 a | 61 a | 90 b | 64 a | 1422 a |
| e[CO2] | 82.2 a | 68.2 a | 13.2 b | 59 a | 114 a | 56 b | 1270 b | ||
| 0.566 | 0.056 | <0.001 | 0.314 | <0.001 | <0.001 | <0.001 | |||
| sem | 2.2 | 4.9 | 0.6 | 6.8 | 19 | 5 | 87 | ||
| year | Y1 | 82.7 a | 70.0 a | 12.7 c | 54 b | 108 a | 56 b | 1313 b | |
| Y2 | 83.0 a | 69.7 a | 13.5 b | 53 b | 115 a | 54 b | 1257 c | ||
| Y3 | 80.6 b | 68.3 a | 15.8 a | 71 a | 86 b | 68 a | 1458 a | ||
| <0.001 | 0.406 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |||
| sem | 2.7 | 6.0 | 0.8 | 8.3 | 23 | 6 | 107 | ||
| CO2X year | 0.892 | 0.291 | 0.942 | 0.224 | 0.470 | 0.309 | 0.830 | ||
| sem | 3.8 | 8.5 | 1.1 | 11.8 | 32 | 8 | 151 | ||
| 2 | CO2 | a[CO2] | 78.5 a | 53.2 a | 14.7 a | 64 a | 66 b | 59 a | 1281 a |
| e[CO2] | 78.8 a | 52.8 a | 13.8 b | 61 a | 80 a | 53 b | 1134 b | ||
| 0.608 | 0.944 | <0.001 | 0.074 | <0.001 | <0.001 | 0.003 | |||
| sem | 2.4 | 4.2 | 0.7 | 4.7 | 11 | 4 | 203 | ||
| cultivar (cv) | Bologna | 80.6 a | 68.3 a | 15.8 a | 71 a | 86 a | 68 a | 1458 a | |
| Apache | 79.5 a | 54.1 b | 13.3 bc | 65 b | 58 b | 54 b | 1184 b | ||
| QH529 | 73.0 b | 33.1 d | 13.5 b | 48 c | 68 b | 43 c | 1014 c | ||
| Hystar | 79.7 a | 41.3 c | 12.8 c | 55 d | 65 b | 45 c | 926 c | ||
| <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |||
| sem | 3.4 | 5.9 | 1.0 | 6.6 | 16 | 6 | 288 | ||
| CO2 X cv | 0.712 | 0.400 | 0.438 | 0.117 | 0.387 | 0.224 | 0.409 | ||
| sem | 4.8 | 8.3 | 1.4 | 9.4 | 22 | 9 | 407 | ||
Experiment carried out in three growing seasons on cv Bologna.
a[CO2] = ambient atmospheric carbon dioxide concentration, e[CO2] = elevated carbon dioxide concentration
Means followed by different letters are significantly different (the level of significance is shown in the table). Reported values are based on four replications.
sem: standard error of mean
Y1, 2011–12; Y2, 2012–13; Y3, 2015–16
Experiment carried out in the 2015–16 growing season
TW, test weight; GPC, grain protein content; SSV, SDS sedimentation volume; PMT, peak maximum time; BE, Brabender equivalent; GPE, GlutoPeak equivalent.
Effect of FACE Treatment on the Content of Bioactive Compounds and Antioxidant Capacity (ACDPPH) in Common Wheat Wholemeal
| phenolic
acids | xanthophylls | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| experiment | factor | source of variation | SPAs | soluble sinapic acid (mg kg–1) | CWBPAs | bound ferulic acid (mg kg–1) | lutein (mg kg–1) | zeaxanthin (mg kg–1) | ACDPPH (mmol Trolox eq kg–1) |
| 1 | CO2 | a[CO2] | 32.1 a | 17.5 a | 503.6 a | 446.1 a | 0.59 a | 0.18 a | 3.43 a |
| e[CO2] | 32.6 a | 17.3 a | 516.3 a | 456.8 a | 0.61 a | 0.17 b | 3.29 b | ||
| 0.594 | 0.736 | 0.434 | 0.459 | 0.441 | 0.005 | 0.002 | |||
| sem | 5.4 | 2.3 | 90.4 | 65.5 | 0.07 | 0.02 | 0.19 | ||
| year | Y1 | 31.1 a | 16.4 b | 516.7 a | 455.0 a | 0.62 a | 0.18 a | 3.31 a | |
| Y2 | 32.2 a | 16.8 b | 539.6 a | 479.8 a | 0.56 b | 0.16 b | 3.36 a | ||
| Y3 | 33.8 a | 19.1 a | 473.5 b | 419.5 b | 0.63 a | 0.19 a | 3.41 a | ||
| 0.081 | <0.001 | 0.006 | 0.005 | 0.003 | 0.000 | 0.123 | |||
| sem | 7.7 | 2.9 | 127.8 | 80.2 | 0.09 | 0.02 | 0.23 | ||
| CO2X year | <0.001 | 0.003 | 0.564 | 0.476 | <0.001 | <0.001 | 0.016 | ||
| sem | 10.8 | 4.1 | 180.7 | 113.5 | 0.13 | 0.03 | 0.33 | ||
| 2 | FACE | a[CO2] | 41.3 a | 25.4 a | 542.4 a | 483.0 a | 1.2 b | 0.23 a | 3.41 a |
| e[CO2] | 42.0 a | 25.3 a | 562.9 a | 503.2 a | 1.3 a | 0.23 a | 3.39 a | ||
| 0.294 | 0.986 | 0.412 | 0.363 | 0.012 | 0.952 | 0.931 | |||
| sem | 3.6 | 2.8 | 84.3 | 75.6 | 0.16 | 0.02 | 0.18 | ||
| cultivar (cv) | Bologna | 33.8 d | 19.1 c | 473.5 b | 419.5 b | 0.63 d | 0.19 b | 3.41 ab | |
| Apache | 37.8 c | 21.2 c | 611.0 a | 548.6 a | 2.20 a | 0.26 a | 3.27 b | ||
| QH529 | 55.3 a | 37.1 a | 627.4 a | 561.5 a | 1.22 c | 0.25 a | 3.55 a | ||
| Hystar | 47.4 b | 30.1 b | 577.8 a | 516.5 a | 1.54 b | 0.27 a | 3.34 b | ||
| <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |||
| sem | 5.1 | 3.9 | 119.2 | 107.0 | 0.23 | 0.04 | 0.26 | ||
| CO2 X cv | 0.823 | 0.956 | 0.510 | 0.521 | 0.630 | 0.449 | 0.173 | ||
| sem | 7.2 | 5.6 | 168.6 | 151.3 | 0.32 | 0.05 | 0.37 | ||
Sum of the soluble phenolic acids (SPAs) and cell wall-bound phenolic acids (CWBPAs) determined by means of the RP-HPLC/DAD.
Experiment carried out in three growing seasons on cv Bologna.
a[CO2] = ambient atmospheric carbon dioxide concentration, e[CO2] = elevated carbon dioxide concentration
Means followed by different letters are significantly different (the level of significance P is shown in the table). Reported values are based on four replications. Data are expressed on a dw basis.
sem: standard error of mean
Y1, 2011–12; Y2, 2012–13; Y3, 2015–16
Experiment carried out in the 2015–16 growing season
Figure 2Effect of FACE treatment on the content of bioactive compounds and antioxidant capacity (AC) in common wheat wholemeal. Experiment carried out in 3 years (2011-12, 2012-13 and 2015-16) on cv Bologna (experiment 1). a[CO2] = ambient atmospheric carbon dioxide concentration, e[CO2] = elevated carbon dioxide concentration. Bars with asterisks are significantly different: *** P<0.001; ** P<0.01; * <;0.05. Data are expressed on a dw basis. The error bars represent the standard error of means.
Effect of FACE Treatment on Mycotoxins Content in Common Wheat Wholemeal
| factor | source of variation | total DON (μg kg–1) | DON (μg kg–1) | DON-3-G (μg kg–1) | DON-3-G/DON (μg kg–1) |
|---|---|---|---|---|---|
| CO2 | a[CO2] | 274 b | 185 b | 89 b | 32 a |
| e[CO2] | 602 a | 456 a | 146 a | 22 b | |
| <0.001 | <0.001 | <0.001 | <0.001 | ||
| sem | 85 | 80 | 25 | 7 | |
| year | Y1 | 450 b | 339 a | 111 a | 24 b |
| Y2 | 364 c | 264 b | 99 b | 25 b | |
| Y3 | 533 a | 383 a | 150 a | 31 a | |
| 0.001 | 0.008 | 0.001 | 0.005 | ||
| sem | 90 | 85 | 26 | 7 | |
| CO2 X year | 0.024 | 0.008 | 0.941 | <0.001 | |
| sem | 146 | 139 | 43 | 11 |
a[CO2] = ambient atmospheric carbon dioxide concentration, e[CO2] = elevated carbon dioxide concentration. Experiment carried out in three growing seasons on cv Bologna
Means followed by different letters are significantly different (the level of significance P is shown in the table). Reported values are based on four replications. Data are expressed on a dw basis.
sem: standard error of mean
Y1, 2011–12; Y2, :2012–13; Y3, 2015–16. DON, deoxynivalenol; DON-3-G, deoxynivalenol-3-glucoside.
Figure 3Effect of FACE treatment on total deoxynivalenol (DON) contamination in common wheat wholemeal. Experiment carried out in 3 growing seasons (2011-12, 2012-13 and 2015-16) on cv Bologna (1st experiment). a[CO2] = ambient atmospheric carbon dioxide concentration, e[CO2] = elevated carbon dioxide concentration. Bars with asterisks are significantly different: *** P<0.001; ** P<0.01; * P<0.05. The error bars represent the standard error of means.