Paper · 2017 · Agronomy

CO2-Induced Changes in Wheat Grain Composition: Meta-Analysis and Response Functions

Malin Broberg; Petra Högy; Håkan Pleijel

5
claims
12
verbatim quotes
114
citations
2
research areas
✓
Open access · cc-by

Abstract

Elevated carbon dioxide (eCO2) stimulates wheat grain yield, but simultaneously reduces protein/nitrogen (N) concentration. Also, other essential nutrients are subject to change. This study is a synthesis of wheat experiments with eCO2, estimating the effects on N, minerals (B, Ca, Cd, Fe, K, Mg, Mn, Na, P, S, Zn), and starch. The analysis was performed by (i) deriving response functions to assess the gradual change in element concentration with increasing CO2 concentration, (ii) meta-analysis to test the average magnitude and significance of observed effects, and (iii) relating CO2 effects on minerals to effects on N and grain yield. Responses ranged from zero to strong negative effects of eCO2 on mineral concentration, with the largest reductions for the nutritionally important elements of N, Fe, S, Zn, and Mg. Together with the positive but small and non-significant effect on starch concentration, the large variation in effects suggests that CO2-induced responses cannot be explained only by a simple dilution model. To explain the observed pattern, uptake and transport mechanisms may have to be considered, along with the link of different elements to N uptake. Our study shows that eCO2 has a significant effect on wheat grain stoichiometry, with implications for human nutrition in a world of rising CO2.

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 5

Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Elevated CO2 had zero to strongly negative effects on mineral concentrations in wheat grain.

Treatment
eCO2e0
Outcome
mineral concentratione0
Direction
negativee0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Responses ranged from zero to strong negative effects of eCO2 on mineral concentration”

✓ located verbatim in the source · abstract, characters 643–729 · show in text ↑
t0

“Wheat Grain Composition”

✓ located verbatim in the source · title, characters 23–46 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

The largest nutrient concentration reductions under elevated CO2 were for N, Fe and S.

Treatment
eCO2e1
Outcome
N, Fe, Se0
Direction
reductionse0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“with the largest reductions for the nutritionally important elements of N, Fe, S, Zn, and Mg.”

✓ located verbatim in the source · abstract, characters 731–824 · show in text ↑
t0

“Wheat Grain Composition”

✓ located verbatim in the source · title, characters 23–46 · show in text ↑
e1

“effects of eCO2 on mineral concentration”

✓ located verbatim in the source · abstract, characters 689–729 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Zn and Mg were also among the largest concentration reductions under elevated CO2.

Treatment
eCO2e1
Outcome
Zn, and Mge0
Direction
reductionse0

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“with the largest reductions for the nutritionally important elements of N, Fe, S, Zn, and Mg.”

✓ located verbatim in the source · abstract, characters 731–824 · show in text ↑
t0

“Wheat Grain Composition”

✓ located verbatim in the source · title, characters 23–46 · show in text ↑
e1

“effects of eCO2 on mineral concentration”

✓ located verbatim in the source · abstract, characters 689–729 · show in text ↑
Intervention effectobservedoriginal resultpositivenot significant (as stated)measured

Claim · model-written summary

Elevated CO2 had a small positive, non-significant effect on wheat grain starch concentration.

Treatment
eCO2e1
Outcome
starch concentratione0
Direction
positivee0
Qualifier
smalle0

Not reportedComparator

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“the positive but small and non-significant effect on starch concentration”

✓ located verbatim in the source · abstract, characters 839–912 · show in text ↑
t0

“Wheat Grain Composition”

✓ located verbatim in the source · title, characters 23–46 · show in text ↑
e1

“effects of eCO2 on mineral concentration”

✓ located verbatim in the source · abstract, characters 689–729 · show in text ↑
Associationobservedoriginal resultmixedsignificant (as stated)measured

Claim · model-written summary

Elevated CO2 significantly changed wheat grain stoichiometry.

Treatment
eCO2e0
Outcome
grain stoichiometrye0

Not reportedDirection

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

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Our study shows that eCO2 has a significant effect on wheat grain stoichiometry”

✓ located verbatim in the source · abstract, characters 1181–1260 · show in text ↑

co2 · quality: sugar starch · Triticum aestivum (wheat)Positive and negative results

13 papers: 9 positive, 4 negative or no effect

8 papers in the same direction as this paper · 4 in the opposite direction

  1. positive
  2. no effect
  3. negative

9 papers more in this group

See all 13 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.