Genotypic variation in the response of soybean to elevated CO2
The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free‐air CO2 enrichment (FACE) conditions of soybean g...
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Published in | Plant-environment interactions (Hoboken, N.J. : 2018) Vol. 2; no. 6; pp. 263 - 276 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
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Hoboken
John Wiley & Sons, Inc
01.12.2021
John Wiley and Sons Inc Wiley |
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Abstract | The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free‐air CO2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L‐117, were considered the most responsive to eCO2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO2, and differences between genotypes in yield improvement and decreased sensitivity to eCO2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change.
‐ Intraspecific variation among soybean genotypes affect the responses under eCO2conditions.‐ eCO2 significantly increased soybean yield.‐ Grain quality was affected by CO2 enrichment. |
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AbstractList | The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free-air CO2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L-117, were considered the most responsive to eCO2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO2, and differences between genotypes in yield improvement and decreased sensitivity to eCO2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change. The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free‐air CO2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L‐117, were considered the most responsive to eCO2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO2, and differences between genotypes in yield improvement and decreased sensitivity to eCO2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change. ‐ Intraspecific variation among soybean genotypes affect the responses under eCO2conditions.‐ eCO2 significantly increased soybean yield.‐ Grain quality was affected by CO2 enrichment. The impact of elevated CO 2 (eCO 2 ) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO 2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO 2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO 2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO 2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L‐117, were considered the most responsive to eCO 2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO 2 , and differences between genotypes in yield improvement and decreased sensitivity to eCO 2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change. ‐ Intraspecific variation among soybean genotypes affect the responses under eCO2conditions.‐ eCO2 significantly increased soybean yield.‐ Grain quality was affected by CO2 enrichment. The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free-air CO2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L-117, were considered the most responsive to eCO2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO2, and differences between genotypes in yield improvement and decreased sensitivity to eCO2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change.The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free-air CO2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L-117, were considered the most responsive to eCO2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO2, and differences between genotypes in yield improvement and decreased sensitivity to eCO2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change. Abstract The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free‐air CO2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L‐117, were considered the most responsive to eCO2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO2, and differences between genotypes in yield improvement and decreased sensitivity to eCO2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change. |
Author | Muller, Onno Zimmermann, Lars Zendonadi dos Santos, Nicolas Vasconcelos, Marta W. Pintado, Manuela Soares, José C. |
AuthorAffiliation | 1 CBQF—Centro de Biotecnologia e Química Fina—Laboratório Associado Escola Superior de Biotecnologia Universidade Católica Portuguesa Porto Portugal 2 Field Lab Campus Klein Altendorf University of Bonn Rheinbach Germany 3 Institute for Bio‐ and Geosciences IBG‐2: Plant Sciences Forschungszentrum Jülich GmbH Jülich Germany |
AuthorAffiliation_xml | – name: 2 Field Lab Campus Klein Altendorf University of Bonn Rheinbach Germany – name: 3 Institute for Bio‐ and Geosciences IBG‐2: Plant Sciences Forschungszentrum Jülich GmbH Jülich Germany – name: 1 CBQF—Centro de Biotecnologia e Química Fina—Laboratório Associado Escola Superior de Biotecnologia Universidade Católica Portuguesa Porto Portugal |
Author_xml | – sequence: 1 givenname: José C. orcidid: 0000-0002-7241-8719 surname: Soares fullname: Soares, José C. email: jcsoares@ucp.pt organization: Universidade Católica Portuguesa – sequence: 2 givenname: Lars surname: Zimmermann fullname: Zimmermann, Lars organization: University of Bonn – sequence: 3 givenname: Nicolas orcidid: 0000-0002-3365-6060 surname: Zendonadi dos Santos fullname: Zendonadi dos Santos, Nicolas organization: Forschungszentrum Jülich GmbH – sequence: 4 givenname: Onno orcidid: 0000-0002-0473-5632 surname: Muller fullname: Muller, Onno organization: Forschungszentrum Jülich GmbH – sequence: 5 givenname: Manuela orcidid: 0000-0002-0760-3184 surname: Pintado fullname: Pintado, Manuela organization: Universidade Católica Portuguesa – sequence: 6 givenname: Marta W. orcidid: 0000-0002-5110-7006 surname: Vasconcelos fullname: Vasconcelos, Marta W. organization: Universidade Católica Portuguesa |
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Copyright | 2021 The Authors. published by New Phytologist Foundation and John Wiley & Sons Ltd. 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2021 The Authors. Plant‐Environment Interactions published by New Phytologist Foundation and John Wiley & Sons Ltd. |
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Notes | Funding information This work was supported by the European Union's Horizon 2020 Research and Innovation Programme EPPN2020, by the German Ministry of Education and Research (EPPN: Grant‐Number: 031A053A/B/C), and by National Funds from FCT ‐ Fundação para a Ciência e a Tecnologia through projects UID/Multi/50016/2020 and PTDC/AGRPRO/3972/2014. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
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References | 2015; 38 2019; 10 2016; 218–219 2017; 87 2018; 123 2004; 24 2016; 31 2005; 339 2019; 443 2016; 186 2001; 41 2002; 2002 2018; 9 1971; 11 2020; 6 2009; 57 2019; 280 2014; 3 1997; 54 2014; 59 2019; 157 2015; 2 2019; 8 2017; 20 2010; 31 2019; 70 2004; 104 2012 2020; 42 2018; 426 2015; 169 2009; 60 2015; 123 2002; 8 2006 2014; 192 2012; 35 2014; 510 2014; 226 2016; 7 2005; 165 2000; 224 2015; 231 2000; 108 2008; 48 2018 2014 2020; 22 2017; 101 2018; 97 2007; 47 2014; 101 |
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Snippet | The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable... The impact of elevated CO 2 (eCO 2 ) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable... Abstract The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable... |
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SubjectTerms | Antioxidants Boron Calcium Carbon dioxide Climate adaptation Climate change Crop yield Dietary minerals elevated CO2 Food supply Genetic variability genetic variation Genotypes Grain grain quality Iron Leaf area Legumes Magnesium Manganese minerals Nutrient content Nutritive value Phenolic compounds Phenols photosynthesis Phytic acid Potassium Proteins soybean Soybeans Sugar Trends |
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Title | Genotypic variation in the response of soybean to elevated CO2 |
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