Paper · 2023 · Horticulture Research

Integrating genome-wide association and transcriptome analysis to provide molecular insights into heterophylly and eco-adaptability in woody plants

Yanmin Hu; Feng Tang; Dan Zhang; et al.

11
claims
21
verbatim quotes
8
citations
5
research areas
✓
Open access · cc-by

Abstract

Abstract Heterophylly is regard as an important adaptive mechanism in response to different environments within plants. However, the genetic mechanisms responsible for heterophylly in woody plants are still poorly understood. Herein, the divergence of heterophyllous leaves was investigated at morphogenesis and using microdissection and physiological indexes in paper mulberry, and the genetic basis of heterophylly was further revealed combined with genome-wide association study (GWAS), transcriptome analysis and weighted gene coexpression network analysis (WGCNA). Our results revealed that the flavonoid content and antioxidant activity increased gradually from the entire leaf to the palmatisect leaf, while the hormone content and net photosynthetic rate decreased. Through GWAS and transcriptome analysis, a total of 98 candidate genes and 2338 differentially expressed genes associated with heterophylly were identified. Importantly, we uncovered critical variations in the candidate genes Bp07g0981 (WOX) and Bp07g0920 (HHO), along with significant differences in haplotypes and expression levels among heterophyllous leaves. Our results also suggested that the genes involved in hormone signaling pathways, antioxidant activity, and flavonoid metabolism might be closely related to the heterophylly of paper mulberry, which could account for the physiological data. Indeed, CR-wox mutant lines showed significant changes in leaf phenotypes, and differential expression profile analysis also highlighted the expression of genes related to phytohormones and transcription factors. Together, the genetic variations and candidate genes detected in this study provide novel insights into the genetic mechanism of heterophylly, and would improve the understanding of eco-adaptability in heterophyllous woody plants.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

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Claims 11

Associationobservedoriginal resultmeasured

Claim · model-written summary

Flavonoid content increased from entire to palmatisect paper mulberry leaves.

Taxon
paper mulberryBroussonetia papyriferat0
Organ / stage
palmatisect leafe0
Outcome
flavonoid contente0
Direction
increased graduallye0
Comparator
entire leafe0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the flavonoid content and antioxidant activity increased gradually from the entire leaf to the palmatisect leaf, while the hormone content and net photosynthetic rate decreased”

✓ located verbatim in the source · abstract, characters 596–772 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Antioxidant activity increased from entire to palmatisect leaves.

Taxon
paper mulberryBroussonetia papyriferat0
Organ / stage
palmatisect leafe0
Outcome
antioxidant activitye0
Direction
increased graduallye0
Comparator
entire leafe0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the flavonoid content and antioxidant activity increased gradually from the entire leaf to the palmatisect leaf, while the hormone content and net photosynthetic rate decreased”

✓ located verbatim in the source · abstract, characters 596–772 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Hormone content decreased from entire to palmatisect leaves.

Taxon
paper mulberryBroussonetia papyriferat0
Organ / stage
palmatisect leafe0
Outcome
hormone contente0
Direction
decreasede0
Comparator
entire leafe0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the flavonoid content and antioxidant activity increased gradually from the entire leaf to the palmatisect leaf, while the hormone content and net photosynthetic rate decreased”

✓ located verbatim in the source · abstract, characters 596–772 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Net photosynthetic rate decreased from entire to palmatisect leaves.

Taxon
paper mulberryBroussonetia papyriferat0
Organ / stage
palmatisect leafe0
Outcome
net photosynthetic ratee0
Direction
decreasede0
Comparator
entire leafe0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the flavonoid content and antioxidant activity increased gradually from the entire leaf to the palmatisect leaf, while the hormone content and net photosynthetic rate decreased”

✓ located verbatim in the source · abstract, characters 596–772 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

GWAS and transcriptomics identified 98 candidate genes associated with heterophylly.

Taxon
paper mulberryBroussonetia papyriferat0
Outcome
candidate genese0
Value
98 candidate genese0

Not reportedDirection

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Through GWAS and transcriptome analysis, a total of 98 candidate genes and 2338 differentially expressed genes associated with heterophylly were identified”

✓ located verbatim in the source · abstract, characters 774–929 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

GWAS and transcriptomics identified 2338 differentially expressed genes associated with heterophylly.

Taxon
paper mulberryBroussonetia papyriferat0
Outcome
differentially expressed genese0
Value
2338 differentially expressed genese0

Not reportedDirection

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Through GWAS and transcriptome analysis, a total of 98 candidate genes and 2338 differentially expressed genes associated with heterophylly were identified”

✓ located verbatim in the source · abstract, characters 774–929 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Bp07g0981 (WOX) showed critical variation and haplotype and expression differences among leaf forms.

Taxon
paper mulberryBroussonetia papyriferat0
Gene
Bp07g0981 (WOX)e0
Outcome
critical variationse0
Qualifier
significant differences in haplotypes and expression levelse0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“we uncovered critical variations in the candidate genes Bp07g0981 (WOX) and Bp07g0920 (HHO), along with significant differences in haplotypes and expression levels among heterophyllous leaves”

✓ located verbatim in the source · abstract, characters 944–1135 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Bp07g0920 (HHO) showed critical variation and haplotype and expression differences among leaf forms.

Taxon
paper mulberryBroussonetia papyriferat0
Gene
Bp07g0920 (HHO)e0
Outcome
critical variationse0
Qualifier
significant differences in haplotypes and expression levelse0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“we uncovered critical variations in the candidate genes Bp07g0981 (WOX) and Bp07g0920 (HHO), along with significant differences in haplotypes and expression levels among heterophyllous leaves”

✓ located verbatim in the source · abstract, characters 944–1135 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Associationauthor interpretationoriginal resultmeasured

Claim · model-written summary

Genes in hormone signaling, antioxidant activity and flavonoid metabolism were suggested to relate to heterophylly.

Taxon
paper mulberryBroussonetia papyriferae0
Gene
genes involved in hormone signaling pathways, antioxidant activity, and flavonoid metabolisme0
Outcome
heterophyllye0

Not reportedDirection

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the genes involved in hormone signaling pathways, antioxidant activity, and flavonoid metabolism might be closely related to the heterophylly of paper mulberry”

✓ located verbatim in the source · abstract, characters 1169–1328 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

CR-wox mutant lines showed significant leaf phenotype changes.

Taxon
paper mulberryBroussonetia papyriferat0
Material
CR-wox mutant linese0
Outcome
changes in leaf phenotypese0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“CR-wox mutant lines showed significant changes in leaf phenotypes”

✓ located verbatim in the source · abstract, characters 1386–1451 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Differential expression analysis highlighted genes related to phytohormones and transcription factors.

Taxon
paper mulberryBroussonetia papyriferat0
Outcome
expression of genes related to phytohormones and transcription factorse0

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

Broussonetia papyrifera
Broussonetia papyrifera · TaxonDidier Descouens · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“differential expression profile analysis also highlighted the expression of genes related to phytohormones and transcription factors”

✓ located verbatim in the source · abstract, characters 1457–1589 · show in text ↑
t0

“in paper mulberry”

✓ located verbatim in the source · abstract, characters 360–377 · show in text ↑