Paper · 2025 · Agronomy

Nitrogen and Water Regulate the Soil Microbial Carbon Cycle in Wheat Fields Primarily via the Pentose Phosphate Pathway

Qingmin Ma; Bisheng Wang; Quanxiao Fang; et al.

18
claims
32
verbatim quotes
2
citations
3
research areas
✓
Open access · cc-by

Abstract

To clarify how nitrogen (N) and water regulate the microbe mediated carbon (C) cycle in farmland, a 3-year experiment was conducted in a wheat–maize rotation at Jiaozhou Station, North China. Twelve treatments combined four drip irrigation regimes (T1: no irrigation; T2: 40 mm irrigation at flowering; T3: 40 mm irrigation at the grain filling stage; T4: both, 40 mm each) and three N levels (N0: 0 kgN·hm−2; N1: 92 kgN·hm−2; N2: 184 kgN·hm−2). In this study, we measured wheat yield and biomass, soil organic carbon and nitrogen content, soil respiration, soil microbial community, and C-metabolic genes. The results showed that wheat yield increased with N, peaking at 8949.81 kg·hm−2 in the N2T3 treatment, while irrigation had no significant independent effect on yield but interacted with nitrogen fertilization: under identical nitrogen levels (N1, N2), yields in the T1 and T2 treatments were significantly lower than those in the T3/T4 treatments. The soil organic carbon content in N2 was significantly higher; the soil C/N ratio was highest in N2, and T3 resulted in a significantly higher C/N ratio than T1 under the same N level; total soil respiration in N0 was significant lower, and T4 had higher respiration than T2 under the same N level. N addition increased Actinobacteriota, Chloroflexi, Gemmatimonadetes, and Ascomycota, while decreaing Proteobacteria and Acidobacteriota. No reduction in fungal phylum was observed with nitrogen addition. N application significantly upregulated key enzymes in the pentose phosphate pathway (e.g., transketolase K00615, transaldolase K00616), while irrigation increased phosphoserine aminotransferase (K00831) abundance and decreased methylmalonyl-CoA mutase (K01848) abundance. N2T3 maintains high SOC content while achieving maximum yield, promoting soil fertility retention. Compared to T4, N2T3 also enhances water use efficiency. The N2T3 treatment (high N and grain filling stage irrigation) achieved the optimal balance between high wheat yield and SOC sequestration.

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 18

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Wheat yield increased with nitrogen.

Treatment
Ne0
Outcome
wheat yielde0
Direction
increasede0

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 results showed that wheat yield increased with N, peaking at 8949.81 kg·hm−2 in the N2T3 treatment, while irrigation had no significant independent effect on yield but interacted with nitrogen fertilization: under identical nitrogen levels (N1, N2), yields in the T1 and T2 treatments were significantly lower than those in the T3/T4 treatments.”

✓ located verbatim in the source · abstract, characters 607–956 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Wheat yield peaked at 8949.81 kg·hm−2 under N2T3.

Treatment
N2T3e0
Outcome
wheat yielde0
Direction
peakinge0
Value
8949.81 kg·hm−2e0

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 results showed that wheat yield increased with N, peaking at 8949.81 kg·hm−2 in the N2T3 treatment, while irrigation had no significant independent effect on yield but interacted with nitrogen fertilization: under identical nitrogen levels (N1, N2), yields in the T1 and T2 treatments were significantly lower than those in the T3/T4 treatments.”

✓ located verbatim in the source · abstract, characters 607–956 · show in text ↑
Intervention effectobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Irrigation alone had no significant effect on wheat yield.

Treatment
irrigatione0
Outcome
yielde0
Direction
no significant independent effecte0

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 results showed that wheat yield increased with N, peaking at 8949.81 kg·hm−2 in the N2T3 treatment, while irrigation had no significant independent effect on yield but interacted with nitrogen fertilization: under identical nitrogen levels (N1, N2), yields in the T1 and T2 treatments were significantly lower than those in the T3/T4 treatments.”

✓ located verbatim in the source · abstract, characters 607–956 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

At equal nitrogen rates T1 and T2 yielded less than T3 and T4.

Treatment
T1 and T2 treatmentse0
Outcome
yieldse0
Direction
lowere0
Qualifier
under identical nitrogen levels (N1, N2)e0
Comparator
T3/T4 treatmentse0

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 results showed that wheat yield increased with N, peaking at 8949.81 kg·hm−2 in the N2T3 treatment, while irrigation had no significant independent effect on yield but interacted with nitrogen fertilization: under identical nitrogen levels (N1, N2), yields in the T1 and T2 treatments were significantly lower than those in the T3/T4 treatments.”

✓ located verbatim in the source · abstract, characters 607–956 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Soil organic carbon was higher under N2.

Treatment
N2e0
Outcome
soil organic carbon contente0
Direction
highere0

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 soil organic carbon content in N2 was significantly higher; the soil C/N ratio was highest in N2, and T3 resulted in a significantly higher C/N ratio than T1 under the same N level; total soil respiration in N0 was significant lower, and T4 had higher respiration than T2 under the same N level.”

✓ located verbatim in the source · abstract, characters 957–1256 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Soil C/N was highest under N2.

Treatment
N2e0
Outcome
soil C/N ratioe0
Direction
higheste0

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 soil organic carbon content in N2 was significantly higher; the soil C/N ratio was highest in N2, and T3 resulted in a significantly higher C/N ratio than T1 under the same N level; total soil respiration in N0 was significant lower, and T4 had higher respiration than T2 under the same N level.”

✓ located verbatim in the source · abstract, characters 957–1256 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

T3 increased soil C/N over T1 at equal nitrogen.

Treatment
T3e0
Outcome
C/N ratioe0
Direction
highere0
Comparator
T1e0

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 soil organic carbon content in N2 was significantly higher; the soil C/N ratio was highest in N2, and T3 resulted in a significantly higher C/N ratio than T1 under the same N level; total soil respiration in N0 was significant lower, and T4 had higher respiration than T2 under the same N level.”

✓ located verbatim in the source · abstract, characters 957–1256 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Soil respiration was lower under N0.

Treatment
N0e0
Outcome
total soil respiratione0
Direction
lowere0

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 soil organic carbon content in N2 was significantly higher; the soil C/N ratio was highest in N2, and T3 resulted in a significantly higher C/N ratio than T1 under the same N level; total soil respiration in N0 was significant lower, and T4 had higher respiration than T2 under the same N level.”

✓ located verbatim in the source · abstract, characters 957–1256 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

T4 raised soil respiration over T2 at equal nitrogen.

Treatment
T4e0
Outcome
respiratione0
Direction
highere0
Comparator
T2e0

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 soil organic carbon content in N2 was significantly higher; the soil C/N ratio was highest in N2, and T3 resulted in a significantly higher C/N ratio than T1 under the same N level; total soil respiration in N0 was significant lower, and T4 had higher respiration than T2 under the same N level.”

✓ located verbatim in the source · abstract, characters 957–1256 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Nitrogen addition increased four soil microbial groups.

Treatment
N additione0
Outcome
Actinobacteriota, Chloroflexi, Gemmatimonadetes, and Ascomycotae0
Direction
increasede0

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

“N addition increased Actinobacteriota, Chloroflexi, Gemmatimonadetes, and Ascomycota, while decreaing Proteobacteria and Acidobacteriota. No reduction in fungal phylum was observed with nitrogen addition.”

✓ located verbatim in the source · abstract, characters 1257–1461 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Nitrogen addition decreased Proteobacteria and Acidobacteriota.

Treatment
N additione0
Outcome
Proteobacteria and Acidobacteriotae0
Direction
decreainge0

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

“N addition increased Actinobacteriota, Chloroflexi, Gemmatimonadetes, and Ascomycota, while decreaing Proteobacteria and Acidobacteriota. No reduction in fungal phylum was observed with nitrogen addition.”

✓ located verbatim in the source · abstract, characters 1257–1461 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Nitrogen addition did not reduce fungal phyla.

Treatment
nitrogen additione0
Outcome
fungal phylume0
Direction
No reductione0

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

“N addition increased Actinobacteriota, Chloroflexi, Gemmatimonadetes, and Ascomycota, while decreaing Proteobacteria and Acidobacteriota. No reduction in fungal phylum was observed with nitrogen addition.”

✓ located verbatim in the source · abstract, characters 1257–1461 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Nitrogen upregulated pentose phosphate pathway enzymes.

Treatment
N applicatione0
Gene
transketolase K00615e0
Outcome
key enzymes in the pentose phosphate pathwaye0
Direction
upregulatede0

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

“N application significantly upregulated key enzymes in the pentose phosphate pathway (e.g., transketolase K00615, transaldolase K00616), while irrigation increased phosphoserine aminotransferase (K00831) abundance and decreased methylmalonyl-CoA mutase (K01848) abundance.”

✓ located verbatim in the source · abstract, characters 1462–1734 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Irrigation increased phosphoserine aminotransferase abundance.

Treatment
irrigatione0
Gene
phosphoserine aminotransferase (K00831)e0
Outcome
phosphoserine aminotransferase (K00831) abundancee0
Direction
increasede0

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

“N application significantly upregulated key enzymes in the pentose phosphate pathway (e.g., transketolase K00615, transaldolase K00616), while irrigation increased phosphoserine aminotransferase (K00831) abundance and decreased methylmalonyl-CoA mutase (K01848) abundance.”

✓ located verbatim in the source · abstract, characters 1462–1734 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Irrigation decreased methylmalonyl-CoA mutase abundance.

Treatment
irrigatione0
Gene
methylmalonyl-CoA mutase (K01848)e0
Outcome
methylmalonyl-CoA mutase (K01848) abundancee0
Direction
decreasede0

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

“N application significantly upregulated key enzymes in the pentose phosphate pathway (e.g., transketolase K00615, transaldolase K00616), while irrigation increased phosphoserine aminotransferase (K00831) abundance and decreased methylmalonyl-CoA mutase (K01848) abundance.”

✓ located verbatim in the source · abstract, characters 1462–1734 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

N2T3 maintained high soil carbon while attaining maximum wheat yield.

Treatment
N2T3e0
Outcome
maximum yielde0
Direction
maximume0
Qualifier
high SOC contente0

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

“N2T3 maintains high SOC content while achieving maximum yield, promoting soil fertility retention. Compared to T4, N2T3 also enhances water use efficiency. The N2T3 treatment (high N and grain filling stage irrigation) achieved the optimal balance between high wheat yield and SOC sequestration.”

✓ located verbatim in the source · abstract, characters 1735–2030 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

N2T3 improved water use efficiency relative to T4.

Treatment
N2T3e0
Outcome
water use efficiencye0
Direction
enhancese0
Comparator
T4e0

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

“N2T3 maintains high SOC content while achieving maximum yield, promoting soil fertility retention. Compared to T4, N2T3 also enhances water use efficiency. The N2T3 treatment (high N and grain filling stage irrigation) achieved the optimal balance between high wheat yield and SOC sequestration.”

✓ located verbatim in the source · abstract, characters 1735–2030 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors identify N2T3 as the best balance of yield and soil carbon sequestration.

Treatment
N2T3 treatmente0
Outcome
optimal balance between high wheat yield and SOC sequestratione0

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

“N2T3 maintains high SOC content while achieving maximum yield, promoting soil fertility retention. Compared to T4, N2T3 also enhances water use efficiency. The N2T3 treatment (high N and grain filling stage irrigation) achieved the optimal balance between high wheat yield and SOC sequestration.”

✓ located verbatim in the source · abstract, characters 1735–2030 · show in text ↑
t0

“Wheat Fields”

✓ located verbatim in the source · title, characters 63–75 · show in text ↑

irrigation · yield · Triticum aestivum (wheat)Positive and negative results

989 papers: 798 positive, 191 negative or no effect

190 papers in the same direction as this paper · 798 in the opposite direction

  1. positive
  2. positive
  3. positive

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nitrogen · yield · Triticum aestivum (wheat)Positive and negative results

2,061 papers: 1,737 positive, 324 negative or no effect

1,736 papers in the same direction as this paper · 285 in the opposite direction · 39 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

2,057 papers more in this group

See all 2,061 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.