Paper · 2025 · Plant Cell & Environment

Investigating the Impact of Elevated CO 2 on Biomass Accumulation and Mineral Concentration in Foliar and Edible Tissues in Soybeans

Ravneet Kaur; Mary Durstock; Stephen A. Prior; et al.

9
claims
21
verbatim quotes
5
citations
2
research areas
✓
Open access · cc-by-nc-nd

Abstract

ABSTRACT Rising atmospheric carbon dioxide (CO₂) levels are expected to enhance biomass and yield in C 3 crops. However, these benefits are accompanied by significant reductions in the concentrations of essential nutrients in both foliar and edible tissues, posing potential global nutritional challenges. In this study, we grew three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers and measured changes in leaf‐level physiological responses, biomass accumulation, and nutrient concentrations across developmental stages. Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged. Seed nutrient concentrations, particularly iron (Fe), zinc (Zn), manganese (Mn), boron (B), phosphorus (P), potassium (K), and magnesium (Mg), decreased at maturity. We hypothesize that reductions in seed mineral concentration resulted from enhanced carbon assimilation and biomass accumulation without a concomitant response in root biomass and nutrient uptake. This constrained the plant's ability to maintain nutrient status with increased yield at elevated CO₂, and this response was conserved across the cultivars included in this study. Future work is needed to further understand the molecular mechanisms associated with these physiological responses at elevated CO 2 in soybean.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc-nd. 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 9

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Elevated CO2 increased carbon assimilation in soybean relative to ambient CO2.

Taxon
soybeanGlycine maxe0
Treatment
Elevated CO₂e1
Outcome
carbon assimilatione1
Direction
increasede1
Comparator
ambiente0
Setting
open top chamberse0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e1

“Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged”

✓ located verbatim in the source · abstract, characters 606–762 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Elevated CO2 decreased stomatal conductance in soybean relative to ambient CO2.

Taxon
soybeanGlycine maxe0
Treatment
Elevated CO₂e1
Outcome
stomatal conductancee1
Direction
decreasede1
Comparator
ambiente0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e1

“Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged”

✓ located verbatim in the source · abstract, characters 606–762 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Elevated CO2 increased soybean seed yield relative to ambient CO2.

Taxon
soybeanGlycine maxe0
Treatment
Elevated CO₂e1
Outcome
seed yielde1
Direction
increasee1
Comparator
ambiente0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e1

“Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged”

✓ located verbatim in the source · abstract, characters 606–762 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Root biomass of soybean remained unchanged under elevated CO2.

Taxon
soybeanGlycine maxe0
Treatment
Elevated CO₂e1
Outcome
root biomasse1
Direction
remained unchangede1
Comparator
ambiente0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e1

“Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged”

✓ located verbatim in the source · abstract, characters 606–762 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Seed iron, zinc and manganese concentrations decreased at maturity under elevated CO2.

Taxon
soybeanGlycine maxe0
Treatment
Elevated CO₂e1
Outcome
Seed nutrient concentrationse2
Direction
decreasede2
Qualifier
iron (Fe), zinc (Zn), manganese (Mn)e2
Comparator
ambiente0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e1

“Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged”

✓ located verbatim in the source · abstract, characters 606–762 · show in text ↑
e2

“Seed nutrient concentrations, particularly iron (Fe), zinc (Zn), manganese (Mn), boron (B), phosphorus (P), potassium (K), and magnesium (Mg), decreased at maturity”

✓ located verbatim in the source · abstract, characters 764–928 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Seed boron, phosphorus and potassium concentrations decreased at maturity under elevated CO2.

Taxon
soybeanGlycine maxe0
Treatment
Elevated CO₂e1
Outcome
Seed nutrient concentrationse2
Direction
decreasede2
Qualifier
boron (B), phosphorus (P), potassium (K)e2
Comparator
ambiente0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e1

“Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged”

✓ located verbatim in the source · abstract, characters 606–762 · show in text ↑
e2

“Seed nutrient concentrations, particularly iron (Fe), zinc (Zn), manganese (Mn), boron (B), phosphorus (P), potassium (K), and magnesium (Mg), decreased at maturity”

✓ located verbatim in the source · abstract, characters 764–928 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Seed magnesium concentration decreased at maturity under elevated CO2.

Taxon
soybeanGlycine maxe0
Treatment
Elevated CO₂e1
Outcome
Seed nutrient concentrationse2
Direction
decreasede2
Qualifier
magnesium (Mg)e2
Comparator
ambiente0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e1

“Elevated CO₂ increased carbon assimilation and decreased stomatal conductance, which led to an increase in seed yield, while root biomass remained unchanged”

✓ located verbatim in the source · abstract, characters 606–762 · show in text ↑
e2

“Seed nutrient concentrations, particularly iron (Fe), zinc (Zn), manganese (Mn), boron (B), phosphorus (P), potassium (K), and magnesium (Mg), decreased at maturity”

✓ located verbatim in the source · abstract, characters 764–928 · show in text ↑
Mechanismhypothesisoriginal resultbasis n/a

Claim · model-written summary

Reduced seed mineral concentration is hypothesized to result from enhanced carbon assimilation and biomass accumulation without a matching response in root biomass and nutrient uptake.

Taxon
soybeanGlycine maxe0
Outcome
reductions in seed mineral concentratione3
Qualifier
enhanced carbon assimilation and biomass accumulation without a concomitant response in root biomass and nutrient uptakee3

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e3

“We hypothesize that reductions in seed mineral concentration resulted from enhanced carbon assimilation and biomass accumulation without a concomitant response in root biomass and nutrient uptake”

✓ located verbatim in the source · abstract, characters 930–1125 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The constraint on nutrient status with increased yield at elevated CO2 was conserved across the soybean cultivars.

Taxon
soybeanGlycine maxe0
Outcome
this responsee4
Qualifier
conserved across the cultivars included in this studye4

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“three soybean cultivars (Clark, Flyer, and Loda) in ambient ( ~ 438 ppm) and elevated CO₂ ( ~ 650 ppm) conditions using open top chambers”

✓ located verbatim in the source · abstract, characters 329–466 · show in text ↑
e4

“and this response was conserved across the cultivars included in this study”

✓ located verbatim in the source · abstract, characters 1230–1305 · show in text ↑

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. positive
  2. no effect
  3. negative

60 papers more in this group

See all 64 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. positive
  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

17 papers in the same direction as this paper · 83 in the opposite direction

  1. positive
  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.