Paper · 2021 · Plant-Environment Interactions

Genotypic variation in the response of soybean to elevated CO2

José C. Soares; Lars Zimmermann; Nicolas Zendonadi dos Santos; et al.

18
claims
40
verbatim quotes
28
citations
2
research areas
✓
Open access · cc-by

Abstract

Abstract 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.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 18

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Elevated CO2 increased soybean grain yield by 46.9% under FACE.

Taxon
soybeanGlycine maxe0
Treatment
free‐air CO 2 enrichment (FACE) conditionse0
Outcome
grain yielde1
Direction
increasede1
Value
46.9%e1
Setting
free‐air CO 2 enrichment (FACE) conditionse0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e1

“Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes”

✓ located verbatim in the source · abstract, characters 318–439 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Elevated CO2 did not reduce soybean harvest index.

Taxon
soybeanGlycine maxe1
Treatment
free‐air CO 2 enrichment (FACE) conditionse0
Outcome
harvest indexe1
Direction
no reductione1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e1

“Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes”

✓ located verbatim in the source · abstract, characters 318–439 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Elevated CO2 improved photosynthetic carbon assimilation rate and leaf area of soybean at vegetative and pod filling stages.

Taxon
soybeanGlycine maxe0
Organ / stage
vegetative and pod filling stagese2
Treatment
Elevated CO 2e2
Outcome
photosynthetic carbon assimilation rate, leaf areae2
Direction
improvede2

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e2

“Elevated CO 2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages”

✓ located verbatim in the source · abstract, characters 441–594 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Elevated CO2 improved soybean plant height and aboveground biomass at vegetative and pod filling stages.

Taxon
soybeanGlycine maxe0
Organ / stage
vegetative and pod filling stagese2
Treatment
Elevated CO 2e2
Outcome
plant height, and aboveground biomasse2
Direction
improvede2

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e2

“Elevated CO 2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages”

✓ located verbatim in the source · abstract, characters 441–594 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain calcium (Ca) by 22.9%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
calcium (Ca)e3
Direction
decreasede3
Value
22.9e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain phosphorous (P) by 9.0%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
phosphorous (P)e3
Direction
decreasede3
Value
9.0e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain potassium (K) by 4.9%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
potassium (K)e3
Direction
decreasede3
Value
4.9e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain magnesium (Mg) by 10.1%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
magnesium (Mg)e3
Direction
decreasede3
Value
10.1e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain manganese (Mn) by 21.3%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
manganese (Mn)e3
Direction
decreasede3
Value
21.3e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain iron (Fe) by 28.1%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
iron (Fe)e3
Direction
decreasede3
Value
28.1e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain boron (B) by 18.5%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
boron (B)e3
Direction
decreasede3
Value
18.5e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased soybean grain zinc (Zn) by 25.9%.

Taxon
soybeanGlycine maxe0
Organ / stage
graine3
Treatment
eCO 2 conditionse3
Outcome
zinc (Zn)e3
Direction
decreasede3
Value
25.9e3

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e3

“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”

✓ located verbatim in the source · abstract, characters 703–945 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Elevated CO2 increased soluble sugars in soybean grain by 9.1%.

Taxon
soybeanGlycine maxe0
Treatment
eCO 2e5
Outcome
Soluble sugarse4
Direction
increasede4
Value
9.1e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e4

“Soluble sugars and starch increased by 9.1 and 16.0%, respectively”

✓ located verbatim in the source · abstract, characters 947–1013 · show in text ↑
e5

“eCO 2 differentially affected the overall grain quality”

✓ located verbatim in the source · abstract, characters 646–701 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Elevated CO2 increased soybean grain starch by 16.0%.

Taxon
soybeanGlycine maxe0
Treatment
eCO 2e5
Outcome
starche4
Direction
increasede4
Value
16.0e4

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e4

“Soluble sugars and starch increased by 9.1 and 16.0%, respectively”

✓ located verbatim in the source · abstract, characters 947–1013 · show in text ↑
e5

“eCO 2 differentially affected the overall grain quality”

✓ located verbatim in the source · abstract, characters 646–701 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Elevated CO2 increased soybean grain phytic acid accumulation by 8.1%.

Taxon
soybeanGlycine maxe0
Treatment
eCO 2e6
Outcome
phytic acid accumulatione5
Direction
increasede5
Value
8.1%e5

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e5

“phytic acid accumulation increased by 8.1%”

✓ located verbatim in the source · abstract, characters 1015–1057 · show in text ↑
e6

“eCO 2 differentially affected the overall grain quality”

✓ located verbatim in the source · abstract, characters 646–701 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Elevated CO2 significantly decreased soybean grain protein content by 5.6%.

Taxon
soybeanGlycine maxe0
Treatment
eCO 2e6
Outcome
grain protein contente7
Direction
decreasede7
Value
5.6%e7
Qualifier
across soybean genotypese7

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e7

“but grain protein content significantly decreased by 5.6% across soybean genotypes”

✓ located verbatim in the source · abstract, characters 1059–1141 · show in text ↑
e6

“eCO 2 differentially affected the overall grain quality”

✓ located verbatim in the source · abstract, characters 646–701 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 decreased antioxidant activity in soybean grain by 36.9%.

Taxon
soybeanGlycine maxe0
Treatment
eCO 2 conditionse7
Outcome
antioxidant activitye7
Direction
decreasede7
Value
36.9%e7

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e7

“Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO 2 conditions”

✓ located verbatim in the source · abstract, characters 1143–1268 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Elevated CO2 did not affect total phenolic content of soybean grain.

Taxon
soybeanGlycine maxe0
Treatment
eCO 2 conditionse7
Outcome
total phenolic contente7
Direction
not affectede7

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“nutritional impact under free‐air CO 2 enrichment (FACE) conditions of soybean genotypes”

✓ located verbatim in the source · abstract, characters 228–316 · show in text ↑
e7

“Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO 2 conditions”

✓ located verbatim in the source · abstract, characters 1143–1268 · show in text ↑

co2 · quality: protein · Glycine max (soybean)Results differ

9 papers: 1 positive, 8 negative or no effect

7 papers in the same direction as this paper · 1 in the opposite direction

  1. positive
  2. no effect
  3. negative

5 papers more in this group

See all 9 papers →

co2 · physiology: photosynthesis · Glycine max (soybean)Results differ

64 papers: 50 positive, 14 negative or no effect

49 papers in the same direction as this paper · 14 in the opposite direction

  1. negative
  2. positive
  3. positive

60 papers more in this group

See all 64 papers →

co2 · quality: phytochemicals · Glycine max (soybean)Positive and negative results

3 papers: 1 positive, 2 negative or no effect

1 paper in the same direction as this paper · 1 in the opposite direction

  1. positive
  2. negative
See all 3 papers →

co2 · nutrient: content · Glycine max (soybean)Positive and negative results

27 papers: 12 positive, 15 negative or no effect

14 papers in the same direction as this paper · 12 in the opposite direction

  1. positive
  2. negative
  3. positive

23 papers more in this group

See all 27 papers →

co2 · yield · Glycine max (soybean)Positive and negative results

96 papers: 86 positive, 10 negative or no effect

85 papers in the same direction as this paper · 10 in the opposite direction

  1. negative
  2. positive
  3. positive

92 papers more in this group

See all 96 papers →

co2 · growth · Glycine max (soybean)Positive and negative results

101 papers: 83 positive, 18 negative or no effect

82 papers in the same direction as this paper · 16 in the opposite direction · 2 reporting no difference from an alternative

  1. no effect
  2. positive
  3. positive

97 papers more in this group

See all 101 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.