Brachypodium 866 claims

Claim · model-written summary

Variation in herbivory responses across Brachypodium populations is more closely linked to population history and trait differentiation than to polyploid formation.

Taxon

BrachypodiumBrachypodiume0

Outcome

variation in herbivory responsese0

Comparator

polyploid formation per see0

Not reportedDirection

Verbatim

e0

“variation in herbivory responses across Brachypodium populations is more closely linked to population history and trait differentiation than to polyploid formation per se”

Claim · model-written summary

The study confirmed the use of Brachypodium as a model plant for Fusarium-plant interaction studies, compared with barley and wheat.

Taxon

BrachypodiumBrachypodiume5

Outcome

use of Brachypodium as a model plante5

Comparator

barley, and wheate0

Verbatim

e0

“combining three hosts (B. distachyon, barley, and wheat) with four Fusarium species”

e5

“Moreover, this work confirmed the use of Brachypodium as a model plant”

Claim · model-written summary

The S2E models outperformed SOTA models in predicting between-gene expression differences in Brachypodium mutant lines (beta 0.78 vs 0.57).

Taxon

BrachypodiumBrachypodiumt0

Outcome

predicting between-gene expression differencese2

Direction

outperformede2

Value

β=0.78e2

Qualifier

β=0.57e2

Comparator

SOTA S2E modelse2

Verbatim

t0

“Brachypodium mutant lines”

e2

“Our models outperformed SOTA S2E models in predicting between-gene expression differences (regression coefficient β=0.78 vs. β=0.57)”

Claim · model-written summary

The S2E models predicted effects of single-nucleotide mutations on within-gene expression in Brachypodium (beta 0.38 vs 0.08 for SOTA models).

Taxon

BrachypodiumBrachypodiumt0

Outcome

predicted the effects of single-nucleotide mutations on within-gene expressione3

Value

β=0.38e3

Qualifier

β=0.08e3

Comparator

SOTA S2E modelse3

Verbatim

t0

“Brachypodium mutant lines”

e3

“they also accurately predicted the effects of single-nucleotide mutations on within-gene expression, while SOTA S2E models showed only weak associations (regression coefficient β=0.38 vs. β=0.08)”

Claim · model-written summary

S2E models show a persistent accuracy gap when moving from between-gene to allelic variation.

Taxon

BrachypodiumBrachypodiumt0

Outcome

persistent accuracy gape4

Comparator

between-genee4

Verbatim

t0

“Brachypodium mutant lines”

e4

“They also reveal a persistent accuracy gap in S2E models when moving from between-gene to allelic variation”

Claim · model-written summary

R-loop formation was strongly sequence dependent and persisted in rearranged regions after polyploidization.

Taxon

BrachypodiumBrachypodiumt0

Outcome

strongly sequence-dependent and is stably maintained even in regions that have undergone structural rearrangemente0

Verbatim

e0

“their formation is strongly sequence-dependent and is stably maintained even in regions that have undergone structural rearrangement such as translocations and inversions following polyploidization”

t0

“Brachypodium”

Claim · model-written summary

Sequence dependent R-loops were largely unaffected by RNA abundance and chromatin accessibility.

Taxon

BrachypodiumBrachypodiumt0

Outcome

sequence-dependent R-loopse0

Direction

largely unaffectede0

Qualifier

RNA abundance or chromatin accessibilitye0

Not reportedGene

Verbatim

e0

“These sequence-dependent R-loops were largely unaffected by RNA abundance or chromatin accessibility”

t0

“Brachypodium”

Claim · model-written summary

Sequence dependent R-loops were associated with small sequence variants.

Taxon

BrachypodiumBrachypodiumt0

Outcome

small sequence variationse0

Qualifier

SNPs, deletions, and insertionse0

Not reportedDirection

Verbatim

e0

“were associated with small sequence variations such as SNPs, deletions, and insertions”

t0

“Brachypodium”

Claim · model-written summary

CG, CHG and CHH methylation increased at sites of upregulated R-loops.

Taxon

BrachypodiumBrachypodiumt0

Outcome

CG, CHG, and CHH DNA methylation levelse0

Direction

increasese0

Qualifier

sites of upregulatede0

Verbatim

e0

“global increases and decreases in CG, CHG, and CHH DNA methylation levels at sites of upregulated and downregulated R-loops, respectively”

t0

“Brachypodium”

Claim · model-written summary

CG, CHG and CHH methylation decreased at sites of downregulated R-loops.

Taxon

BrachypodiumBrachypodiumt0

Outcome

CG, CHG, and CHH DNA methylation levelse0

Direction

decreasese0

Qualifier

downregulated R-loopse0

Verbatim

e0

“global increases and decreases in CG, CHG, and CHH DNA methylation levels at sites of upregulated and downregulated R-loops, respectively”

t0

“Brachypodium”