Search claims · PlantClaims

Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Models accounting for enviromic information decreased error variance.

Taxon: alfalfa (Medicago sativa L.)Medicago sativae1
Treatment: models accounting to the enviromics informatione0
Outcome: error variancee0
Direction: decreasee0

Not reportedComparator

Verbatim

e0
“models accounting to the enviromics information led to an increase of genetic variance and a decrease in the error variance”
✓ located verbatim in the source · abstract, characters 640–763

e1
“Breeding for dry matter yield and persistence in alfalfa (Medicago sativa L.)”
✓ located verbatim in the source · abstract, characters 0–77

Title

Идентификация математической модели в виде полиномиальной рекуррентной нейронной сети и настройка регуляторов электропривода с сериесным двигателем

И. А. Орловский Радіоелектроніка, інформатика, управління 2011. doi:10.1002/tpg2.20306

Other claims from this paper (11)

Associationobservedoriginal resultmeasured

Claim · model-written summary

Lower OsNramp5 mutation degree diminished effects on yield and quality.

Taxon: Rice (Oryza sativa L.)Oryza sativat0
Gene: OsNramp5e0
Outcome: yield and qualitye0
Direction: diminishede0

Verbatim

e0
“with the decrease of OsNramp5 mutation degree, its effects on chlorenchyma Mn accumulation, yield and quality were also diminished.”
✓ located verbatim in the source · abstract, characters 1067–1198

t0
“Rice (Oryza sativa L.)”
✓ located verbatim in the source · title, characters 119–141

Title

Mutation at Different Sites of Metal Transporter Gene OsNramp5 Affects Cd Accumulation and Related Agronomic Traits in Rice (Oryza sativa L.)

Tiankang Wang; Yixing Li; Yuefeng Fu; et al. Frontiers in Plant Science 2019. doi:10.3389/fpls.2019.01081

Other claims from this paper (7)

Observation LCH1 encoded a defective 76aa OsNramp5 protein.
Observation LCH2 encoded a defective 176aa OsNramp5 protein.
Observation LCH3 encoded a defective 266aa OsNramp5 protein.
Intervention effect OsNramp5 deficiency significantly reduced grain Cd accumulation.
Intervention effect OsNramp5 deficiency affected rice yield and quality.
Association Lower OsNramp5 mutation degree diminished effects on chlorenchyma Mn accumulation.
Intervention effect More soil Mn restored yield and quality in OsNramp5-deficient rice.

Observationobservedoriginal resultmeasured

Claim · model-written summary

QTL parameters were inflated in the population-specific and joint analyses when sample size decreased.

Taxon: upland cottont0
Outcome: inflation of QTL parameterse6
Qualifier: a decrease in sample sizee6

Verbatim

t0
“Genetic dissection of lint percentage and seed cotton yield in exotic x elite upland cotton crosses using population-specific and joint population analysis”
✓ located verbatim in the source · title, characters 0–155

e6
“the population-specific analysis and joint analysis showed the inflation of QTL parameters with a decrease in sample size”
✓ located verbatim in the source · abstract, characters 1085–1206

Title

Genetic dissection of lint percentage and seed cotton yield in exotic x elite upland cotton crosses using population-specific and joint population analysis

Hrithik Mangla; Min Liu; Deepak Vitrakoti; et al. Euphytica 2025. doi:10.1007/s10681-025-03549-w

Other claims from this paper (6)

Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

CRISPR disruption of four PK genes decreased protein content.

Taxon: RiceOryza sativat0
Treatment: disruption of OsPK4, OsPK6, OsPK8, and OsPK10e0
Outcome: protein contente0
Direction: decreasee0
Comparator: WTe0

Verbatim

e0
“disruption of OsPK4, OsPK6, OsPK8, and OsPK10 through the CRISPR/Cas9 system showed an increase in the content of total starch and a decrease in protein content compared to the WT.”
✓ located verbatim in the source · abstract, characters 915–1095

t0
“Rice”
✓ located verbatim in the source · title, characters 100–104

Title

Genome-Wide Analysis and Functional Characterization of Pyruvate Kinase (PK) Gene Family Modulating Rice Yield and Quality

Nannan Dong; Luna Chen; Shakeel Ahmad; et al. International Journal of Molecular Sciences 2022. doi:10.3390/ijms232315357

Other claims from this paper (10)

Observation Ten PK genes were identified in rice.
Observation PK genes fell into cytoplasmic and plastid categories.
Observation Five named PK genes were highly expressed in grains.
Observation PK proteins can form heteropolymers.
Observation ABA significantly regulated four PK genes.
Intervention effect Disruption of five PK genes decreased thousand-grain weight.
Intervention effect Disruption of four PK genes decreased seed setting rate.
Intervention effect CRISPR disruption of four PK genes increased total starch.
Intervention effect Manipulating three PK genes increased amylose content.
Intervention effect Most CRISPR mutants and RNAi lines had increased grain chalkiness.

Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

Adding GWAS-identified SNPs and NIRS data tended to reduce prediction accuracy within and across cycles.

Outcome: prediction accuracye0
Direction: decreasee0
Qualifier: both within and between breeding cyclese0

Not reportedTaxonMaterialGeneCompoundOrgan / stageInteractorInteractor roleSecond interactorSecond interactor roleTreatmentComparatorSettingValue

Verbatim

e0
“incorporating significant SNP markers identified by GWAS and NIRS data into the models tended to decrease prediction accuracy both within and between breeding cycles”
✓ located verbatim in the source · abstract, characters 1095–1260

Title

GWAS-assisted and multitrait genomic prediction for improvement of seed yield and canning quality traits in a black bean breeding panel

Paulo Izquierdo; Evan M Wright; Karen Cichy G3 Genes Genomes Genetics 2025. doi:10.1093/g3journal/jkaf007

Other claims from this paper (6)

Method / resource Prediction accuracy was moderate for black bean yield and canning appearance.
Method / resource Prediction accuracy was high for black bean color retention.
Method / resource Single- and multitrait models did not differ significantly within a breeding cycle.
Method / resource Across cycles, multitrait models surpassed single-trait models by up to 45% for canning appearance.
Method / resource Across cycles, multitrait models surpassed single-trait models by up to 63% for seed yield.
Method / resource Model prediction accuracy generally rose as genotypes from the new breeding cycle were added.

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

LS32 strongly reduced glyoxysomal malate synthase.

Taxon: Brassica napusBrassica napust0
Treatment: LS32 treatmente0
Outcome: glyoxysomal malate synthasee0
Direction: decreasee0

Not reportedComparator

Verbatim

e0
“LS32 treatment also resulted in (i) reduced germination vigor, as evidenced by lower germination indexes, (ii) reduced seed germination capacity, related to a lower seed viability, and (iii) a strong decrease of glyoxysomal malate synthase”
✓ located verbatim in the source · abstract, characters 1766–2005

t0
“Brassica napus”
✓ located verbatim in the source · title, characters 121–135

Title

Evidence for Proteomic and Metabolic Adaptations Associated with Alterations of Seed Yield and Quality in Sulfur-limited Brassica napus L

Philippe D'Hooghe; Lucie Dubousset; Karine Gallardo; et al. Molecular & Cellular Proteomics 2014. doi:10.1074/mcp.m113.034215

Other claims from this paper (15)

Intervention effect All low-sulfate seeds had reduced protein quality.
Intervention effect Low sulfate reduced accumulation of S-rich storage protein.
Intervention effect Low sulfate increased accumulation of S-poor storage protein.
Observation Seed protein content was maintained with LS70 and LS53.
Observation LS32 did not maintain seed protein content.
Observation LS53 and LS32 affected seed lipid content and quality.
Observation LS53 and LS32 reduced C18 derivative accumulation.
Observation Caleosins, phosphoglycerate kinase and malate synthase decreased.
Observation ATP-synthase beta subunit and THI1 decreased.
Observation Beta-glucosidase and citrate synthase accumulated.
Observation LS53 and LS32 seeds had decreased oil content and altered lipid composition.
Observation Stress response proteins accumulated in LS53 and LS32 seeds.
Mechanism Reduced glutathione under low sulfur may explain stress protein accumulation.
Intervention effect LS32 reduced germination vigor.
Intervention effect LS32 reduced germination capacity and seed viability.

Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

AAO expression and ABA concentration decreased significantly from 10 to 30 days.

Taxon: sweetpotatoIpomoea batatast0
Outcome: expression of AAO and concentration of ABAe0
Direction: decreasee0
Qualifier: from 10 to 30 days after plantinge0

Verbatim

e0
“a significant decrease in the expression of AAO and concentration of ABA was observed from 10 to 30 days after planting”
✓ located verbatim in the source · abstract, characters 1121–1240

t0
“Sweetpotato”
✓ located verbatim in the source · title, characters 140–151

Title

Response Mechanism of Endogenous Hormones of Potential Storage Root to Phosphorus and Its Relationship With Yield and Appearance Quality of Sweetpotato

Cheng-cheng Si; Qing-gan Liang; Hong-Juan Liu; et al. Frontiers in Plant Science 2022. doi:10.3389/fpls.2022.872422

Other claims from this paper (12)

Intervention effect Adequate phosphorus application improved sweetpotato yield compared with control.
Intervention effect Adequate phosphorus application improved sweetpotato appearance quality compared with control.
Intervention effect P2 increased Ibkn1 and APRT expression and ZR concentration at 20 to 40 days after planting.
Intervention effect At 10 days after planting, P2 had the opposite effect on Ibkn1 and APRT expression and ZR concentration.
Intervention effect P2 increased SRD1, NIT4, IbMADS1 and OPR3 expression and IAA and JA concentrations from days 10 to 40.
Observation GA3oX4 expression and GA3 concentration decreased significantly at 20 to 30 days and increased significantly after 40 days.
Observation GA3oX4 expression and GA3 concentration increased significantly after 40 days.
Observation AAO expression and ABA concentration increased significantly after 40 days.
Intervention effect P2 promoted root development, increasing root and potential storage root numbers.
Intervention effect P2 significantly increased storage root diameter, weight and number at 40 days.
Intervention effect Proper phosphorus application increased yield by 18.99 to 25.93%.
Intervention effect Phosphorus increased storage root length to diameter ratio and weight uniformity.

Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Selecting the favorable allele at bin 5.01 was predicted to leave yield, silking and plant height unaffected.

Taxon: maizeZea mayst0
Gene: bin 5.01e0
Outcome: without affect yield, silking and plant heighte0

Verbatim

e0
“Selecting genotypes with the favorable allele of QTL on chromosome 5 (bin 5.01) will decrease tunnel length without affect yield, silking and plant height”
✓ located verbatim in the source · abstract, characters 1558–1712

t0
“Mediterranean Corn Borer in Maize”
✓ located verbatim in the source · title, characters 45–78

Title

QTL Mapping for Yield and Resistance against Mediterranean Corn Borer in Maize

José C. Jiménez-Galindo; Bernardo Ordás; Ana Butrón; et al. Frontiers in Plant Science 2017. doi:10.3389/fpls.2017.00698

Other claims from this paper (11)

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

kin7l mutant seed setting decreased by 44.65%.

Taxon: riceOryza sativat0
Treatment: kin7le0
Gene: kin7le0
Outcome: SSe0
Direction: decreasee0
Value: 44.65%e0

Not reportedComparator

Verbatim

t0
“Rice”
✓ located verbatim in the source · title, characters 155–159

e0
“Notably, some mutants showed interesting phenotypes, e.g., kin7l (kinesin motor gene) and kin14m (kinesin motor gene), bzr3 (BES1/BZR1 homolog) and nrfg4 (neo-tetraploid rice fertility related gene) exhibited 44.65%, 24.30%, 24.42% and 28.33% decrease in SS and 8.81 g, 4.71 g, 5.90 g, 6.22 g reduction in YPP, respectively.”
✓ located verbatim in the source · abstract, characters 1345–1669

Title

Production Assessment and Genome Comparison Revealed High Yield Potential and Novel Specific Alleles Associated with Fertility and Yield in Neo-Tetraploid Rice

Hang Yu; Muhammad Qasim Shahid; Qihang Li; et al. Rice 2020. doi:10.1186/s12284-020-00387-3

Other claims from this paper (17)

Association Yield per plant increased by 4.45 g and was significantly associated with seed setting improvement.
Association Seed setting increased by 29.44% and was significantly associated with yield improvement.
Observation NTR yield significantly improved relative to parental lines.
Observation NTR seed setting significantly improved relative to parental lines.
Method / resource Inherited chromosomal blocks illustrated NTR genome composition.
Observation The 13 NTR lines conserved 222 non-parental genes relative to low-fertility parental lines.
Observation The non-parental genes overlapped yield and fertility QTLs.
Observation RNA-Seq found 81 of these genes enriched in reproductive tissues.
Intervention effect Knockout mutants had an average 25.63% decrease in seed setting.
Intervention effect Knockout mutants had an average 4.88 g decrease in yield per plant.
Intervention effect kin7l mutant yield per plant decreased by 8.81 g.
Intervention effect kin14m mutant seed setting decreased by 24.30%.
Intervention effect kin14m mutant yield per plant decreased by 4.71 g.
Intervention effect bzr3 mutant seed setting decreased by 24.42%.
Intervention effect bzr3 mutant yield per plant decreased by 5.90 g.
Intervention effect nrfg4 mutant seed setting decreased by 28.33%.
Intervention effect nrfg4 mutant yield per plant decreased by 6.22 g.

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

kin14m mutant seed setting decreased by 24.30%.

Taxon: riceOryza sativat0
Treatment: kin14me0
Gene: kin14me0
Outcome: SSe0
Direction: decreasee0
Value: 24.30%e0

Not reportedComparator

Verbatim

t0
“Rice”
✓ located verbatim in the source · title, characters 155–159

e0
“Notably, some mutants showed interesting phenotypes, e.g., kin7l (kinesin motor gene) and kin14m (kinesin motor gene), bzr3 (BES1/BZR1 homolog) and nrfg4 (neo-tetraploid rice fertility related gene) exhibited 44.65%, 24.30%, 24.42% and 28.33% decrease in SS and 8.81 g, 4.71 g, 5.90 g, 6.22 g reduction in YPP, respectively.”
✓ located verbatim in the source · abstract, characters 1345–1669

Title

Production Assessment and Genome Comparison Revealed High Yield Potential and Novel Specific Alleles Associated with Fertility and Yield in Neo-Tetraploid Rice

Hang Yu; Muhammad Qasim Shahid; Qihang Li; et al. Rice 2020. doi:10.1186/s12284-020-00387-3

Other claims from this paper (17)

Association Yield per plant increased by 4.45 g and was significantly associated with seed setting improvement.
Association Seed setting increased by 29.44% and was significantly associated with yield improvement.
Observation NTR yield significantly improved relative to parental lines.
Observation NTR seed setting significantly improved relative to parental lines.
Method / resource Inherited chromosomal blocks illustrated NTR genome composition.
Observation The 13 NTR lines conserved 222 non-parental genes relative to low-fertility parental lines.
Observation The non-parental genes overlapped yield and fertility QTLs.
Observation RNA-Seq found 81 of these genes enriched in reproductive tissues.
Intervention effect Knockout mutants had an average 25.63% decrease in seed setting.
Intervention effect Knockout mutants had an average 4.88 g decrease in yield per plant.
Intervention effect kin7l mutant seed setting decreased by 44.65%.
Intervention effect kin7l mutant yield per plant decreased by 8.81 g.
Intervention effect kin14m mutant yield per plant decreased by 4.71 g.
Intervention effect bzr3 mutant seed setting decreased by 24.42%.
Intervention effect bzr3 mutant yield per plant decreased by 5.90 g.
Intervention effect nrfg4 mutant seed setting decreased by 28.33%.
Intervention effect nrfg4 mutant yield per plant decreased by 6.22 g.

“yield decrease”

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