Paper · 1985 · Journal of the Science of Food and Agriculture

Protein quality and amino acid‐protein relationships of maize, sorghum and rice grain as influenced by nitrogen, phosphorus, potassium and soil moisture stress

Wilfried H. Eppendorfer; SøRen W. Bille; Sumitra Patipanawattana

19
claims
38
verbatim quotes
23
citations
3
research areas
—
Not open access

Abstract

Abstract In pot and field experiments cereals were grown with greatly differing rates of N, P and K applications. For maize and sorghum, soil moisture levels were also varied. N applications, P‐ and K‐deficiency, and moisture stress generally increased the total N content of grain, from 1.06 to 2.68, 1.01 to 2.42 and 0.81 to 2.33% (as % of DM) for maize, sorghum and rice, respectively. P, K and moisture stress affected the amino acid composition only indirectly through their effects on N concentration. In all three cereals increasing N concentrations were associated with decreases in crude protein of lysine, methionine, cystine, threonine, tryptophan and, generally, with increases of isoleucine, leucine, phenylalanine and glutamate. Lysine as a percentage of dry matter increased up to the highest N concentration in all three cereals. Linear regressions with significant correlation coefficients were found between concentrations of most (g 16 g −1 N) or all (mg 100 g −1 DM) amino acids and N content of grain. Based on all experimental data equations for lysine were: g 16 g −1 N=4.44–0.89 × %N; 4.23–0.86 × % N; 4.39–0.42 × % N for maize, sorghum and rice, respectively. Correction of P‐ and K‐deficiency decreased N content of grain and resulted in higher lysine content and better nutritional value of grain protein, whereas correction of N‐deficiency had the opposite effect. The amino acid composition of rice was much more balanced than that of maize and sorghum with a leucine/isoleucine ratio of 2 compared to that of 3 in maize and sorghum. In rat feeding experiments true digestibility of maize and sorghum protein was high (about 95%) but increased only slightly with increasing N in grain, whereas the biological value decreased considerably, from 63 to 55 and from 70 to 58, respectively. The chemical score underestimated the nutritional value of both cereal proteins.

Abstract from the paper’s OpenAlex record, shown for indexing and research. Copyright remains with the authors or the publisher. 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 19

Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

N application, nutrient deficiencies and moisture stress generally raised maize grain nitrogen content.

Taxon
maizeZea mayse0
Treatment
N applications, P‐ and K‐deficiency, and moisture stresse0
Outcome
total N content of graine0
Direction
increasede0
Value
1.06 to 2.68e0

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“N applications, P‐ and K‐deficiency, and moisture stress generally increased the total N content of grain, from 1.06 to 2.68, 1.01 to 2.42 and 0.81 to 2.33% (as % of DM) for maize, sorghum and rice, respectively.”

✓ located verbatim in the source · abstract, characters 176–388 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

The treatments generally raised sorghum grain nitrogen content.

Taxon
sorghumSorghume0
Treatment
N applications, P‐ and K‐deficiency, and moisture stresse0
Outcome
total N content of graine0
Direction
increasede0
Value
1.01 to 2.42e0

Not reportedComparator

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“N applications, P‐ and K‐deficiency, and moisture stress generally increased the total N content of grain, from 1.06 to 2.68, 1.01 to 2.42 and 0.81 to 2.33% (as % of DM) for maize, sorghum and rice, respectively.”

✓ located verbatim in the source · abstract, characters 176–388 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

The treatments generally raised rice grain nitrogen content.

Treatment
N applications, P‐ and K‐deficiency, and moisture stresse0
Outcome
total N content of graine0
Direction
increasede0
Value
0.81 to 2.33%e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“N applications, P‐ and K‐deficiency, and moisture stress generally increased the total N content of grain, from 1.06 to 2.68, 1.01 to 2.42 and 0.81 to 2.33% (as % of DM) for maize, sorghum and rice, respectively.”

✓ located verbatim in the source · abstract, characters 176–388 · show in text ↑
Mechanismobservedoriginal resultmeasured

Claim · model-written summary

P, K and moisture stress affected amino acid composition indirectly through nitrogen concentration.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Treatment
P, K and moisture stresse0
Outcome
amino acid compositione0
Qualifier
through their effects on N concentratione0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“P, K and moisture stress affected the amino acid composition only indirectly through their effects on N concentration.”

✓ located verbatim in the source · abstract, characters 389–507 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Higher nitrogen concentration was associated with lower lysine, methionine and cystine fractions of crude protein.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Compound
N concentrationse0
Outcome
lysine, methionine, cystinee0
Direction
decreasese0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“increasing N concentrations were associated with decreases in crude protein of lysine, methionine, cystine, threonine, tryptophan”

✓ located verbatim in the source · abstract, characters 529–658 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Higher nitrogen concentration was associated with lower threonine and tryptophan fractions.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Compound
N concentrationse0
Outcome
threonine, tryptophane0
Direction
decreasese0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“increasing N concentrations were associated with decreases in crude protein of lysine, methionine, cystine, threonine, tryptophan”

✓ located verbatim in the source · abstract, characters 529–658 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Higher nitrogen concentration generally increased isoleucine, leucine and phenylalanine fractions.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Compound
N concentrationst1
Outcome
isoleucine, leucine, phenylalaninee0
Direction
increasese0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“increases of isoleucine, leucine, phenylalanine and glutamate”

✓ located verbatim in the source · abstract, characters 680–741 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
t1

“increasing N concentrations were associated with decreases in crude protein of lysine, methionine, cystine, threonine, tryptophan”

✓ located verbatim in the source · abstract, characters 529–658 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Higher nitrogen concentration generally increased glutamate fraction.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Compound
N concentrationst1
Outcome
glutamatee0
Direction
increasese0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“increases of isoleucine, leucine, phenylalanine and glutamate”

✓ located verbatim in the source · abstract, characters 680–741 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
t1

“increasing N concentrations were associated with decreases in crude protein of lysine, methionine, cystine, threonine, tryptophan”

✓ located verbatim in the source · abstract, characters 529–658 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Lysine as a fraction of dry matter increased up to the highest nitrogen concentration in all cereals.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Compound
N concentratione0
Outcome
Lysine as a percentage of dry mattere0
Direction
increasede0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Lysine as a percentage of dry matter increased up to the highest N concentration in all three cereals.”

✓ located verbatim in the source · abstract, characters 743–845 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Amino acid concentrations showed significant linear relationships with grain nitrogen.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Compound
N content of graine0
Outcome
concentrations of most (g 16 g −1 N) or all (mg 100 g −1 DM) amino acidse0

Not reportedDirection

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Linear regressions with significant correlation coefficients were found between concentrations of most (g 16 g −1 N) or all (mg 100 g −1 DM) amino acids and N content of grain.”

✓ located verbatim in the source · abstract, characters 846–1022 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Correcting P and K deficiencies reduced grain nitrogen content.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Treatment
Correction of P‐ and K‐deficiencye0
Outcome
N content of graine0
Direction
decreasede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Correction of P‐ and K‐deficiency decreased N content of grain”

✓ located verbatim in the source · abstract, characters 1185–1247 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Correcting P and K deficiencies increased lysine content and nutritional value.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Treatment
Correction of P‐ and K‐deficiencye0
Outcome
lysine content and better nutritional value of grain proteine0
Direction
highere0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Correction of P‐ and K‐deficiency decreased N content of grain and resulted in higher lysine content and better nutritional value of grain protein”

✓ located verbatim in the source · abstract, characters 1185–1331 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Correcting nitrogen deficiency had the opposite effect on grain composition and protein quality.

Taxon
maize, sorghum and riceOryza sativaSorghumZea mayst0
Treatment
correction of N‐deficiencye0
Outcome
opposite effecte0

Not reportedComparatorDirection

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗
Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“correction of N‐deficiency had the opposite effect”

✓ located verbatim in the source · abstract, characters 1341–1391 · show in text ↑
t0

“maize, sorghum and rice”

✓ located verbatim in the source · title, characters 56–79 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Rice amino acid composition was more balanced than maize and sorghum, with a leucine/isoleucine ratio of 2 versus 3.

Outcome
amino acid compositione0
Direction
much more balancede0
Value
2e0
Comparator
maize and sorghume0

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The amino acid composition of rice was much more balanced than that of maize and sorghum with a leucine/isoleucine ratio of 2 compared to that of 3 in maize and sorghum.”

✓ located verbatim in the source · abstract, characters 1393–1562 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Maize and sorghum protein true digestibility was high, about 95%.

Taxon
maize and sorghumSorghumZea mayse0
Outcome
true digestibilitye0
Direction
highe0
Value
about 95%e0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“true digestibility of maize and sorghum protein was high (about 95%)”

✓ located verbatim in the source · abstract, characters 1590–1658 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Protein true digestibility increased only slightly with increasing grain nitrogen.

Taxon
maize and sorghumSorghumZea mayst0
Compound
N in graine0
Outcome
true digestibilityt1
Direction
increased only slightlye0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“increased only slightly with increasing N in grain”

✓ located verbatim in the source · abstract, characters 1663–1713 · show in text ↑
t0

“maize and sorghum protein”

✓ located verbatim in the source · abstract, characters 1612–1637 · show in text ↑
t1

“true digestibility of maize and sorghum protein was high (about 95%)”

✓ located verbatim in the source · abstract, characters 1590–1658 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Maize protein biological value fell from 63 to 55 as grain nitrogen increased.

Taxon
maizeZea mayst0
Compound
N in graint1
Outcome
biological valuee0
Direction
decreasede0
Value
from 63 to 55e0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the biological value decreased considerably, from 63 to 55 and from 70 to 58, respectively.”

✓ located verbatim in the source · abstract, characters 1723–1814 · show in text ↑
t0

“maize”

✓ located verbatim in the source · title, characters 56–61 · show in text ↑
t1

“increased only slightly with increasing N in grain”

✓ located verbatim in the source · abstract, characters 1663–1713 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Sorghum protein biological value fell from 70 to 58 as grain nitrogen increased.

Taxon
sorghumSorghumt0
Compound
N in graint1
Outcome
biological valuee0
Direction
decreasede0
Value
from 70 to 58e0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗

Verbatim

e0

“the biological value decreased considerably, from 63 to 55 and from 70 to 58, respectively.”

✓ located verbatim in the source · abstract, characters 1723–1814 · show in text ↑
t0

“sorghum”

✓ located verbatim in the source · title, characters 63–70 · show in text ↑
t1

“increased only slightly with increasing N in grain”

✓ located verbatim in the source · abstract, characters 1663–1713 · show in text ↑
Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

Chemical score underestimated both cereal proteins nutritional value.

Taxon
maize and sorghumSorghumZea mayst0
Outcome
nutritional valuee0
Direction
underestimatede0
Comparator
chemical scoree0

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

Sorghum
Sorghum · Taxon · picture of the genus (one of its species)Evelyn Simak · CC BY-SA 2.0 · Wikimedia Commons ↗
Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The chemical score underestimated the nutritional value of both cereal proteins.”

✓ located verbatim in the source · abstract, characters 1815–1895 · show in text ↑
t0

“true digestibility of maize and sorghum protein”

✓ located verbatim in the source · abstract, characters 1590–1637 · show in text ↑

potassium · quality: protein · Oryza sativa (rice)Results differ

15 papers: 13 positive, 2 negative or no effect

12 papers in the same direction as this paper · 2 in the opposite direction

  1. no effect
  2. negative
  3. positive

11 papers more in this group

See all 15 papers →

potassium · quality: protein · SorghumPositive and negative results

6 papers: 5 positive, 1 negative or no effect

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

  1. negative
  2. positive
  3. positive

2 papers more in this group

See all 6 papers →

potassium · quality: protein · Zea mays (maize)Results agree

18 papers: 18 positive, 0 negative or no effect

17 papers in the same direction as this paper

  1. positive
    Omitting sulfur and potassium significantly lowered maize grain crude protein, fat and fiber content.

    Maize Grain Quality as Influenced by 46 Years’ Continuous Application of Fertilizers, Farmyard Manure (FYM), and Lime in an Alfisol of North-western Himalayas · 2020 · compared with the treatments where sulfur and potassium were applied along with nitrogen and phosphorus

    Same directionAbout lacking this nutrient, so it counts the other way round

  2. positive
  3. positive

14 papers more in this group

See all 18 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.