Paper · 2026 · Scientific Reports

Root system architecture modulates nitrogen uptake and use efficiency, influencing grain yield in rice

Zunaira Bano; Aysha Kiran; Asma Imran; et al.

17
claims
36
verbatim quotes
0
citations
2
research areas
✓
Open access · cc-by-nc-nd

Abstract

Nitrogen (N) is essential for rice productivity, yet excessive fertilization increases costs and environmental risks, making improvement of nitrogen use efficiency (NUE) a key breeding target. We evaluated 99 rice genotypes to investigate relationships between root system architecture (RSA) and NUE using three complementary experiments. In hydroponics under full (N100) and half N (N50), ImageJ-SmartRoot analysis revealed substantial variation in RSA. Principal component analysis identified 12 contrasting genotypes with vigorous and weak RSA, which were further evaluated under pot and field conditions. Under pot conditions, DJ123 and KSK-133 maintained the highest grain yields under reduced nitrogen, whereas IR30 and TKM6 showed the lowest yields. Thousand grain weight (TGW) under the same treatment was also highest in KSK-133 (15.8 g) and DJ123 (15.3 g), compared with IR30 (6.6 g) and TKM6 (7.6 g). Field results confirmed this trend, with TGW ranging from 23.9 g in KSK-133 to only 11.4 g in TKM6 under N50. Ammonium nutrition improved SPAD, biomass, and yield by up to 7.65%, 25.3%, and 27.2%, respectively, compared with nitrate. Efficient genotypes maintained superior performance under reduced N, with DJ123 and KSK-133 showing up to 10.3% and 43.2% increases in nitrate reductase activity. Overall, these genotypes represent promising donor parents and can serve as valuable genetic resources for breeding rice with enhanced NUE and stable yield under low-N conditions.

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Claims 17

Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Rice genotypes varied substantially in root system architecture under full and half nitrogen.

Treatment
full (N100) and half N (N50)e0
Outcome
variation in RSAe0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“under full (N100) and half N (N50), ImageJ-SmartRoot analysis revealed substantial variation in RSA”

✓ located verbatim in the source · abstract, characters 354–453 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

DJ123 had one of the highest grain yields under reduced nitrogen in pots.

Material
DJ123e0
Treatment
reduced nitrogene0
Outcome
grain yieldse0
Direction
higheste0
Setting
pot conditionse0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Under pot conditions, DJ123 and KSK-133 maintained the highest grain yields under reduced nitrogen”

✓ located verbatim in the source · abstract, characters 609–707 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

KSK-133 had one of the highest grain yields under reduced nitrogen in pots.

Material
KSK-133e0
Treatment
reduced nitrogene0
Outcome
grain yieldse0
Direction
higheste0
Setting
pot conditionse0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Under pot conditions, DJ123 and KSK-133 maintained the highest grain yields under reduced nitrogen”

✓ located verbatim in the source · abstract, characters 609–707 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

IR30 had one of the lowest grain yields under reduced nitrogen in pots.

Material
IR30e0
Outcome
yieldse0
Direction
loweste0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“whereas IR30 and TKM6 showed the lowest yields”

✓ located verbatim in the source · abstract, characters 709–755 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

TKM6 had one of the lowest grain yields under reduced nitrogen in pots.

Material
TKM6e0
Outcome
yieldse0
Direction
loweste0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“whereas IR30 and TKM6 showed the lowest yields”

✓ located verbatim in the source · abstract, characters 709–755 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

KSK-133 had highest thousand grain weight of 15.8 g in pots.

Material
KSK-133e0
Outcome
Thousand grain weighte0
Direction
higheste0
Value
15.8 ge0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Thousand grain weight (TGW) under the same treatment was also highest in KSK-133 (15.8 g) and DJ123 (15.3 g), compared with IR30 (6.6 g) and TKM6 (7.6 g)”

✓ located verbatim in the source · abstract, characters 757–910 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

DJ123 had highest thousand grain weight of 15.3 g in pots.

Material
DJ123e0
Outcome
Thousand grain weighte0
Direction
higheste0
Value
15.3 ge0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Thousand grain weight (TGW) under the same treatment was also highest in KSK-133 (15.8 g) and DJ123 (15.3 g), compared with IR30 (6.6 g) and TKM6 (7.6 g)”

✓ located verbatim in the source · abstract, characters 757–910 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

IR30 had lowest thousand grain weight of 6.6 g in pots.

Material
IR30e0
Outcome
Thousand grain weighte0
Direction
loweste1
Value
6.6 ge0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Thousand grain weight (TGW) under the same treatment was also highest in KSK-133 (15.8 g) and DJ123 (15.3 g), compared with IR30 (6.6 g) and TKM6 (7.6 g)”

✓ located verbatim in the source · abstract, characters 757–910 · show in text ↑
e1

“whereas IR30 and TKM6 showed the lowest yields”

✓ located verbatim in the source · abstract, characters 709–755 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

TKM6 had lowest thousand grain weight of 7.6 g in pots.

Material
TKM6e0
Outcome
Thousand grain weighte0
Direction
loweste1
Value
7.6 ge0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Thousand grain weight (TGW) under the same treatment was also highest in KSK-133 (15.8 g) and DJ123 (15.3 g), compared with IR30 (6.6 g) and TKM6 (7.6 g)”

✓ located verbatim in the source · abstract, characters 757–910 · show in text ↑
e1

“whereas IR30 and TKM6 showed the lowest yields”

✓ located verbatim in the source · abstract, characters 709–755 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

KSK-133 had field thousand grain weight of 23.9 g under N50.

Material
KSK-133e0
Treatment
N50e0
Outcome
TGWe0
Value
23.9 ge0
Setting
Fielde0

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 ↗

Verbatim

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Field results confirmed this trend, with TGW ranging from 23.9 g in KSK-133 to only 11.4 g in TKM6 under N50”

✓ located verbatim in the source · abstract, characters 912–1020 · show in text ↑
Observationobservedoriginal resultnegativemeasured

Claim · model-written summary

TKM6 had field thousand grain weight of 11.4 g under N50.

Material
TKM6e0
Treatment
N50e0
Outcome
TGWe0
Direction
onlye0
Value
11.4 ge0
Setting
Fielde0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Field results confirmed this trend, with TGW ranging from 23.9 g in KSK-133 to only 11.4 g in TKM6 under N50”

✓ located verbatim in the source · abstract, characters 912–1020 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Ammonium nutrition improved SPAD by up to 7.65% compared with nitrate.

Treatment
Ammonium nutritione0
Outcome
SPADe0
Direction
improvede0
Value
7.65%e0
Comparator
nitratee0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Ammonium nutrition improved SPAD, biomass, and yield by up to 7.65%, 25.3%, and 27.2%, respectively, compared with nitrate”

✓ located verbatim in the source · abstract, characters 1022–1144 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Ammonium nutrition improved biomass by up to 25.3% compared with nitrate.

Treatment
Ammonium nutritione0
Outcome
biomasse0
Direction
improvede0
Value
25.3%e0
Comparator
nitratee0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Ammonium nutrition improved SPAD, biomass, and yield by up to 7.65%, 25.3%, and 27.2%, respectively, compared with nitrate”

✓ located verbatim in the source · abstract, characters 1022–1144 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Ammonium nutrition improved yield by up to 27.2% compared with nitrate.

Treatment
Ammonium nutritione0
Outcome
yielde0
Direction
improvede0
Value
27.2%e0
Comparator
nitratee0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Ammonium nutrition improved SPAD, biomass, and yield by up to 7.65%, 25.3%, and 27.2%, respectively, compared with nitrate”

✓ located verbatim in the source · abstract, characters 1022–1144 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

DJ123 showed an increase in nitrate reductase activity of up to 10.3% under reduced nitrogen.

Material
DJ123e0
Treatment
reduced Ne0
Outcome
nitrate reductase activitye0
Direction
increasese0
Value
10.3%e0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Efficient genotypes maintained superior performance under reduced N, with DJ123 and KSK-133 showing up to 10.3% and 43.2% increases in nitrate reductase activity”

✓ located verbatim in the source · abstract, characters 1146–1307 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

KSK-133 showed an increase in nitrate reductase activity of up to 43.2% under reduced nitrogen.

Material
KSK-133e0
Treatment
reduced Ne0
Outcome
nitrate reductase activitye0
Direction
increasese0
Value
43.2%e0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Efficient genotypes maintained superior performance under reduced N, with DJ123 and KSK-133 showing up to 10.3% and 43.2% increases in nitrate reductase activity”

✓ located verbatim in the source · abstract, characters 1146–1307 · show in text ↑
Recommendationobservedoriginal resultpositivemeasured

Claim · model-written summary

DJ123 and KSK-133 are proposed as donor parents for low nitrogen NUE and yield breeding.

Outcome
promising donor parentse0
Qualifier
enhanced NUE and stable yield under low-N conditionse0

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

t0

“rice”

✓ located verbatim in the source · title, characters 98–102 · show in text ↑
e0

“Overall, these genotypes represent promising donor parents and can serve as valuable genetic resources for breeding rice with enhanced NUE and stable yield under low-N conditions”

✓ located verbatim in the source · abstract, characters 1309–1487 · show in text ↑

nitrogen · physiology: pigments · Oryza sativa (rice)Results differ

85 papers: 73 positive, 12 negative or no effect

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

  1. no effect
  2. negative
  3. no effect

81 papers more in this group

See all 85 papers →

nitrogen · growth · Oryza sativa (rice)Positive and negative results

511 papers: 402 positive, 109 negative or no effect

401 papers in the same direction as this paper · 101 in the opposite direction · 8 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

507 papers more in this group

See all 511 papers →

nitrogen · yield · Oryza sativa (rice)Positive and negative results

2,045 papers: 1,803 positive, 242 negative or no effect

1,802 papers in the same direction as this paper · 193 in the opposite direction · 49 reporting no difference from an alternative

  1. negative
  2. negative
  3. negative

2,041 papers more in this group

See all 2,045 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.