Paper · 2005 · Journal of the Science of Food and Agriculture

Quantitative analysis of the isoflavone content and biological growth of soybean (Glycine max L.) at elevated temperature, CO2 level and N application

Seung‐Hyun Kim; Woo‐Suk Jung; Joung‐Kuk Ahn; et al.

20
claims
39
verbatim quotes
33
citations
1
research areas
—
Not open access

Abstract

Abstract Effects of ambient and elevated CO 2 levels (360 and 650 µmol mol −1 respectively), ambient and high (5 °C above ambient) temperatures and their interactions with N application on soybean ( Glycine max L.) were studied in 2001. Overall, total isoflavones in whole soybean seeds were highest (1383.0 µg g −1 ) in the elevated CO 2 (AE) treatment without N application and lowest (414.1 µg g −1 ) in the elevated temperature (EA) treatment with N application. Malonylgenistin (449.2 µg g −1 ) and malonyldaidzin (435.9 µg g −1 ) concentrations in the AE treatment without N application were highest among the 12 individual isoflavones, while aglycon and acetyl conjugates showed lower concentrations (below 10 µg g −1 ) than glucoside and malonyl conjugates in all treatments. Overall, N application had no effect on total isoflavone concentration, while both temperature and CO 2 level had a higher effect on increasing isoflavones, including aglycon and acetyl conjugates ( P = 0.001). In the biological growth analysis, total dry weight was highest (100.9 g) in the elevated temperature and CO 2 (EE) treatment with N application, while leaf area was more affected by CO 2 than by temperature and increased with N application. There were larger numbers of pods (99) and seeds (176) per plant in the EE treatment with N application, and generally the AE treatment showed a greater increase in 100‐seed weight (g per 100 seeds) and in pods and seeds per plant than other treatments. Overall, total dry weight was highly affected ( P = 0.001) by three main factors, temperature, CO 2 and N application, but the interactions temperature × N and temperature × CO 2 × N did not affect total dry weight. Also, total dry weight tended to increase with increasing numbers of pods ( r 2 = 0.93***) and seeds ( r 2 = 0.93***) and larger leaf area ( r 2 = 0.85***). In addition, numbers of pods and seeds were significantly affected ( P = 0.01–0.001) by temperature, CO 2 and temperature × CO 2 . Generally, elevated CO 2 and temperature did not affect N, P and K concentrations in the seeds but did decrease the concentrations of Ca and Mg, which were increased in the AE treatment. Among the nutrients, Ca and Mg were highly correlated with temperature and CO 2 level. N concentration in the seeds increased with applied N and in particular showed a high increase with elevated temperature and ambient CO 2 (EA treatment). The variation in isoflavones was correlated with temperature ( r 2 = −0.70**) and CO 2 ( r 2 = 0.67**), while N application was not correlated with isoflavone concentration. Also, Ca ( r 2 = −0.85***) and Mg ( r 2 = −0.57*) in the seeds were correlated with variation in isoflavones. This indicated that isoflavones were in higher concentrations under conditions of low temperature and increasing CO 2 , which also resulted in low Ca and Mg concentrations in the seeds. The results of this study suggest that the long‐term adaptation of the soybean to growth at elevated CO 2 level and high temperature might potentially increase its isoflavone content, growth and yield. Copyright © 2005 Society of Chemical Industry

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Claims 20

Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Total seed isoflavones were highest at 1383.0 µg g −1 under elevated CO2 without N.

Taxon
soybeanGlycine maxe0
Treatment
elevated CO 2 (AE) treatment without N applicatione0
Outcome
total isoflavones in whole soybean seedse0
Direction
higheste0
Value
1383.0 µg g −1e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“total isoflavones in whole soybean seeds were highest (1383.0 µg g −1 ) in the elevated CO 2 (AE) treatment without N application”

✓ located verbatim in the source · abstract, characters 246–375 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

Total seed isoflavones were lowest at 414.1 µg g −1 under elevated temperature with N.

Taxon
soybeanGlycine maxt0
Treatment
elevated temperature (EA) treatment with N applicatione0
Outcome
loweste0
Direction
loweste0
Value
414.1 µg g −1e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“lowest (414.1 µg g −1 ) in the elevated temperature (EA) treatment with N application”

✓ located verbatim in the source · abstract, characters 380–465 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Malonylgenistin reached 449.2 µg g −1 under elevated CO2 without N.

Taxon
soybeanGlycine maxt0
Treatment
AE treatment without N applicatione0
Outcome
Malonylgenistine0
Direction
higheste0
Value
449.2 µg g −1e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Malonylgenistin (449.2 µg g −1 ) and malonyldaidzin (435.9 µg g −1 ) concentrations in the AE treatment without N application were highest”

✓ located verbatim in the source · abstract, characters 467–605 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Malonyldaidzin reached 435.9 µg g −1 under elevated CO2 without N.

Taxon
soybeanGlycine maxt0
Treatment
AE treatment without N applicatione0
Outcome
malonyldaidzine0
Direction
higheste0
Value
435.9 µg g −1e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Malonylgenistin (449.2 µg g −1 ) and malonyldaidzin (435.9 µg g −1 ) concentrations in the AE treatment without N application were highest”

✓ located verbatim in the source · abstract, characters 467–605 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Aglycon and acetyl conjugates remained below 10 µg g −1 and below glucoside and malonyl conjugates.

Taxon
soybeanGlycine maxt0
Outcome
aglycon and acetyl conjugatese0
Direction
lowere0
Value
below 10 µg g −1e0
Comparator
glucoside and malonyl conjugatese0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“aglycon and acetyl conjugates showed lower concentrations (below 10 µg g −1 ) than glucoside and malonyl conjugates in all treatments”

✓ located verbatim in the source · abstract, characters 649–782 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

N application did not significantly affect total isoflavone concentration.

Taxon
soybeanGlycine maxt0
Treatment
N applicatione0
Outcome
total isoflavone concentratione0
Direction
no effecte0

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

“N application had no effect on total isoflavone concentration”

✓ located verbatim in the source · abstract, characters 793–854 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Temperature and CO2 increased isoflavones, including aglycon and acetyl conjugates.

Taxon
soybeanGlycine maxt0
Treatment
temperature and CO 2 levele0
Outcome
isoflavones, including aglycon and acetyl conjugatese0
Direction
increasinge0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“both temperature and CO 2 level had a higher effect on increasing isoflavones, including aglycon and acetyl conjugates ( P = 0.001)”

✓ located verbatim in the source · abstract, characters 862–993 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Total dry weight was highest at 100.9 g with elevated temperature and CO2 plus N.

Taxon
soybeanGlycine maxt0
Treatment
elevated temperature and CO 2 (EE) treatment with N applicatione0
Outcome
total dry weighte0
Direction
higheste0
Value
100.9 ge0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“total dry weight was highest (100.9 g) in the elevated temperature and CO 2 (EE) treatment with N application”

✓ located verbatim in the source · abstract, characters 1030–1139 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Leaf area responded more to CO2 than temperature and increased with N application.

Taxon
soybeanGlycine maxt0
Treatment
N applicatione0
Outcome
leaf areae0
Direction
increasede0
Comparator
temperaturee0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“leaf area was more affected by CO 2 than by temperature and increased with N application”

✓ located verbatim in the source · abstract, characters 1147–1235 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Pod number reached 99 per plant under elevated temperature and CO2 with N.

Taxon
soybeanGlycine maxt0
Treatment
EE treatment with N applicatione0
Outcome
podse0
Direction
largere0
Value
99e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“larger numbers of pods (99) and seeds (176) per plant in the EE treatment with N application”

✓ located verbatim in the source · abstract, characters 1248–1340 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Seed number reached 176 per plant under elevated temperature and CO2 with N.

Taxon
soybeanGlycine maxt0
Treatment
EE treatment with N applicatione0
Outcome
seedse0
Direction
largere0
Value
176e0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“larger numbers of pods (99) and seeds (176) per plant in the EE treatment with N application”

✓ located verbatim in the source · abstract, characters 1248–1340 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Elevated CO2 without N generally increased 100-seed weight and pod and seed numbers more than other treatments.

Taxon
soybeanGlycine maxt0
Treatment
AE treatmente0
Outcome
100‐seed weight (g per 100 seeds) and in pods and seeds per plante0
Direction
greater increasee0
Comparator
other treatmentse0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“the AE treatment showed a greater increase in 100‐seed weight (g per 100 seeds) and in pods and seeds per plant than other treatments”

✓ located verbatim in the source · abstract, characters 1356–1489 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Temperature, CO2 and N application significantly affected dry weight, while specified interactions did not.

Taxon
soybeanGlycine maxt0
Treatment
temperature, CO 2 and N applicatione0
Outcome
total dry weighte0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“total dry weight was highly affected ( P = 0.001) by three main factors, temperature, CO 2 and N application, but the interactions temperature × N and temperature × CO 2 × N did not affect total dry weight”

✓ located verbatim in the source · abstract, characters 1500–1705 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Dry weight increased with numbers of pods and seeds and larger leaf area.

Taxon
soybeanGlycine maxt0
Organ / stage
podse0
Outcome
total dry weighte0
Direction
increasee0

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“total dry weight tended to increase with increasing numbers of pods ( r 2 = 0.93***) and seeds ( r 2 = 0.93***) and larger leaf area ( r 2 = 0.85***)”

✓ located verbatim in the source · abstract, characters 1713–1862 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Temperature, CO2 and their interaction significantly affected pod and seed numbers.

Taxon
soybeanGlycine maxt0
Treatment
temperature, CO 2 and temperature × CO 2e0
Outcome
numbers of pods and seedse0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“numbers of pods and seeds were significantly affected ( P = 0.01–0.001) by temperature, CO 2 and temperature × CO 2”

✓ located verbatim in the source · abstract, characters 1877–1992 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Elevated CO2 and temperature did not affect seed N, P and K concentrations.

Taxon
soybeanGlycine maxt0
Treatment
elevated CO 2 and temperaturee0
Outcome
N, P and K concentrations in the seedse0
Direction
did not affecte0

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

“elevated CO 2 and temperature did not affect N, P and K concentrations in the seeds”

✓ located verbatim in the source · abstract, characters 2006–2089 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Elevated CO2 and temperature reduced seed Ca and Mg concentrations, which rose in the AE treatment.

Taxon
soybeanGlycine maxt0
Treatment
AE treatmente0
Outcome
concentrations of Ca and Mge0
Direction
increasede0

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

“did decrease the concentrations of Ca and Mg, which were increased in the AE treatment”

✓ located verbatim in the source · abstract, characters 2094–2180 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Applied N raised seed N concentration, particularly with elevated temperature and ambient CO2.

Taxon
soybeanGlycine maxt0
Treatment
applied Ne0
Outcome
N concentration in the seedse0
Direction
increasede0
Qualifier
elevated temperature and ambient CO 2 (EA treatment)e0

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

“N concentration in the seeds increased with applied N and in particular showed a high increase with elevated temperature and ambient CO 2 (EA treatment)”

✓ located verbatim in the source · abstract, characters 2269–2421 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Isoflavone variation correlated negatively with temperature and positively with CO2, but not with N application.

Taxon
soybeanGlycine maxt0
Treatment
temperaturee0
Outcome
variation in isoflavonese0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“variation in isoflavones was correlated with temperature ( r 2 = −0.70**) and CO 2 ( r 2 = 0.67**), while N application was not correlated with isoflavone concentration”

✓ located verbatim in the source · abstract, characters 2427–2595 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Seed Ca and Mg were correlated with isoflavone variation.

Taxon
soybeanGlycine maxt0
Compound
Cae0
Outcome
variation in isoflavonese0

Not reportedDirection

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

Glycine max
Glycine max · TaxonPublic domain · Wikimedia Commons ↗

Verbatim

e0

“Ca ( r 2 = −0.85***) and Mg ( r 2 = −0.57*) in the seeds were correlated with variation in isoflavones”

✓ located verbatim in the source · abstract, characters 2603–2705 · show in text ↑
t0

“soybean (Glycine max L.)”

✓ located verbatim in the source · title, characters 73–97 · show in text ↑

nitrogen · molecular: metabolites · Glycine max (soybean)Results differ

81 papers: 37 positive, 44 negative or no effect

43 papers in the same direction as this paper · 37 in the opposite direction

  1. positive
  2. positive
  3. positive
    Adding the inhibitor decreased soybean leaf ammonia content.

    Phytotoxicity of foliar-applied urea · 1989 · compared with leaves fertilized with urea

    Opposite direction

77 papers more in this group

See all 81 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. positive
  3. positive

23 papers more in this group

See all 27 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.