Paper · 2020 · Frontiers in Plant Science

Economically Optimal Wheat Yield, Protein and Nitrogen Use Component Responses to Varying N Supply and Genotype

William L. Pan; Kimberlee K. Kidwell; Vicki A. McCracken; et al.

13
claims
27
verbatim quotes
46
citations
2
research areas
✓
Open access · cc-by

Abstract

Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC). Numerous studies have been conducted on the identification, isolation of a chromosome region (Gpc-B1) of Wild emmer wheat (Triticum turgidum spp. dicoccoides) and its introgression into commercial hard wheat to GPC. Yet there has been limited research published on the comparative responsiveness of these altered lines and their parents to varied N supply. There is increased awareness that wheat genetic improvements must be assessed over a range of environmental and agronomic management conditions to assess stability. We report herein on economically optimal yield, protein and nitrogen use efficiency (NUE) component responses of two Pacific Northwestern USA cultivars, Tara and Scarlet compared to backcrossed derived near isolines with or without the Gpc-B1 allele. A field experiment with 5 N rates as whole plots and 8 genotypes as subplots was conducted over two years under semi-arid, dryland conditions. One goal was to evaluate the efficacy of the Gpc-B1 allele under a range of low to high N supply. Across all genotypes, grain yield responses to N supply followed the classic Mitscherlich response model, whereas GPC followed inverse quadratic or linear responses. The Gpc-B1 introgression had no major impact on grain protein, but grain N and total above ground crop N yields demonstrated quadratic responses to total N supply. Generally, higher maximum grain yields and steeper rise to the maxima (Mitscherlich c values) were obtained in the first site-year. Tara required less N supply to achieve GPC goals than Scarlet in both site-years. Genotypes with Gpc-B1 produced comparable or slightly lower Mitscherlich A values than unmodified genotypes, but displayed similar Mitscherlich c values. Target GPC goals were not achieved at economic optimal yields based on set wheat pricing. Economic optimization of N inputs to achieve protein goals showed positive revenue from additional N inputs for most genotypes. While N uptake efficiency did not drop below 0.40, N fertilizer-induced increases in grain N harvest correlated well with unused post-harvest soil N that is potentially susceptible to environmental loss.

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 13

Associationobservedoriginal resultmeasured

Claim · model-written summary

Across genotypes, grain yield responded to N supply following the Mitscherlich model.

Treatment
N supplye2
Outcome
grain yield responses to N supplye2
Setting
semi-arid, dryland conditionse3

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e2

“Across all genotypes, grain yield responses to N supply followed the classic Mitscherlich response model, whereas GPC followed inverse quadratic or linear responses”

✓ located verbatim in the source · abstract, characters 1174–1338 · show in text ↑
e3

“A field experiment with 5 N rates as whole plots and 8 genotypes as subplots was conducted over two years under semi-arid, dryland conditions”

✓ located verbatim in the source · abstract, characters 933–1074 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Grain protein concentration followed inverse quadratic or linear responses to N supply.

Treatment
N supplye2
Outcome
GPCe2

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e2

“Across all genotypes, grain yield responses to N supply followed the classic Mitscherlich response model, whereas GPC followed inverse quadratic or linear responses”

✓ located verbatim in the source · abstract, characters 1174–1338 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

The Gpc-B1 introgression had no major impact on grain protein.

Treatment
Gpc-B1 introgressione3
Gene
Gpc-B1e3
Outcome
grain proteine3
Direction
no_changeinferrede3

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e3

“The Gpc-B1 introgression had no major impact on grain protein, but grain N and total above ground crop N yields demonstrated quadratic responses to total N supply”

✓ located verbatim in the source · abstract, characters 1340–1502 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Grain N and total above ground crop N yields showed quadratic responses to total N supply.

Treatment
total N supplye3
Outcome
grain N and total above ground crop N yieldse3

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e3

“The Gpc-B1 introgression had no major impact on grain protein, but grain N and total above ground crop N yields demonstrated quadratic responses to total N supply”

✓ located verbatim in the source · abstract, characters 1340–1502 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Maximum grain yields were higher in the first site-year.

Outcome
maximum grain yieldse4
Direction
highere4
Setting
first site-yeare4

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e4

“Generally, higher maximum grain yields and steeper rise to the maxima (Mitscherlich c values) were obtained in the first site-year”

✓ located verbatim in the source · abstract, characters 1504–1634 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

The rise to the maxima (Mitscherlich c values) was steeper in the first site-year.

Outcome
rise to the maxima (Mitscherlich c values)e4
Direction
increaseinferrede4
Setting
first site-yeare4

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e4

“Generally, higher maximum grain yields and steeper rise to the maxima (Mitscherlich c values) were obtained in the first site-year”

✓ located verbatim in the source · abstract, characters 1504–1634 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Tara required less N supply than Scarlet to achieve GPC goals in both site-years.

Material
Tarae5
Outcome
N supplye5
Direction
lesse5
Comparator
Scarlete5
Setting
both site-yearse5

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e5

“Tara required less N supply to achieve GPC goals than Scarlet in both site-years”

✓ located verbatim in the source · abstract, characters 1636–1716 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Genotypes with Gpc-B1 produced comparable or slightly lower Mitscherlich A values than unmodified genotypes.

Treatment
Gpc-B1e6
Outcome
Mitscherlich A valuese6
Direction
slightly lowere6
Comparator
unmodified genotypese6

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e6

“Genotypes with Gpc-B1 produced comparable or slightly lower Mitscherlich A values than unmodified genotypes, but displayed similar Mitscherlich c values”

✓ located verbatim in the source · abstract, characters 1718–1870 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Genotypes with Gpc-B1 displayed similar Mitscherlich c values to unmodified genotypes.

Treatment
Gpc-B1e6
Outcome
Mitscherlich c valuese6
Direction
no_changeinferrede6
Comparator
unmodified genotypese6

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e6

“Genotypes with Gpc-B1 produced comparable or slightly lower Mitscherlich A values than unmodified genotypes, but displayed similar Mitscherlich c values”

✓ located verbatim in the source · abstract, characters 1718–1870 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Target GPC goals were not achieved at economic optimal yields.

Outcome
Target GPC goalse7
Qualifier
at economic optimal yieldse7

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e7

“Target GPC goals were not achieved at economic optimal yields based on set wheat pricing”

✓ located verbatim in the source · abstract, characters 1872–1960 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Economic optimization of N inputs showed positive revenue from additional N inputs for most genotypes.

Outcome
revenue from additional N inputse0
Direction
positivee0
Qualifier
for most genotypese0

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e0

“Economic optimization of N inputs to achieve protein goals showed positive revenue from additional N inputs for most genotypes”

✓ located verbatim in the source · abstract, characters 1962–2088 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

N uptake efficiency did not drop below 0.40.

Outcome
N uptake efficiencye2
Direction
did not drop belowe2
Value
0.40e2

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e2

“While N uptake efficiency did not drop below 0.40, N fertilizer-induced increases in grain N harvest correlated well with unused post-harvest soil N that is potentially susceptible to environmental loss”

✓ located verbatim in the source · abstract, characters 2090–2292 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

N fertilizer-induced increases in grain N harvest correlated with unused post-harvest soil N.

Treatment
N fertilizere2
Outcome
grain N harveste2
Qualifier
unused post-harvest soil Ne2

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

e1

“Improvements in market value of hard red spring wheat (HRS, Triticum aestivum L.) are linked to breeding efforts to increase grain protein concentration (GPC)”

✓ located verbatim in the source · abstract, characters 0–158 · show in text ↑
e2

“While N uptake efficiency did not drop below 0.40, N fertilizer-induced increases in grain N harvest correlated well with unused post-harvest soil N that is potentially susceptible to environmental loss”

✓ located verbatim in the source · abstract, characters 2090–2292 · show in text ↑

transgenic · quality: protein · Triticum aestivum (wheat)Positive and negative results

12 papers: 11 positive, 1 negative or no effect

11 in the opposite direction

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  2. positive
  3. positive

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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.