Paper · 2024 · Agronomy

Transcriptomic Analysis of Maize Inbred Lines with Different Leaf Shapes Reveals Candidate Genes and Pathways Involved in Density Tolerance

Shulei Guo; Yiyang Guo; Jun Zhang; et al.

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verbatim quotes
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citations
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Open access · cc-by

Abstract

Maize is an important food and feed crop. Under limited arable land area, the cultivation of high-density-tolerance crops is a key factor in promoting yield improvement. Leaf width and stalk strength are important influences on density tolerance in maize. However, no comprehensive transcriptomic analysis has focused on maize’s leaf width and stalk strength formation mechanisms. In this study, comparative transcriptomic analyses demonstrated that significant transcriptome changes occurred regarding leaf width and stalk strength of narrow-leaved and wide-leaved maize inbred lines, with a total of 5001 differentially expressed genes (DEGs) identified. Enrichment analysis showed that phenylpropanoid biosynthesis, starch and sucrose metabolism, phytohormone signaling, amino acid metabolism, and brassinosteroid biosynthesis were significantly correlated with the formation of maize leaf shape and stalk strength and that the genes in these pathways were primarily involved in cell wall formation. Weighted gene co-expression network analysis identified 2 modules significantly correlated with leaf width and stalk strength, from which 11 hub genes were further identified. The 11 leaf and stem development genes in different pathways were validated using qRT-PCR. These findings can provide a theoretical basis for the mechanism of narrow-leaf and high-strength stalk formation in high-density-tolerance maize and contribute to the proposal of a breeding strategy for yield improvement.

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 6

Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Narrow- and wide-leaved maize inbred lines differed in transcriptomes, with 5001 differentially expressed genes identified.

Taxon
maizeZea mayse0
Material
narrow-leaved and wide-leaved maize inbred linese0
Outcome
differentially expressed genes (DEGs)e0
Direction
significant transcriptome changese0
Value
5001e0

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“significant transcriptome changes occurred regarding leaf width and stalk strength of narrow-leaved and wide-leaved maize inbred lines, with a total of 5001 differentially expressed genes (DEGs) identified”

✓ located verbatim in the source · abstract, characters 450–655 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Phenylpropanoid biosynthesis, starch and sucrose metabolism, and phytohormone signaling were significantly correlated with maize leaf shape and stalk strength formation.

Taxon
maizeZea mayse0
Organ / stage
leafe0
Outcome
formation of maize leaf shape and stalk strengthe0
Qualifier
phenylpropanoid biosynthesis, starch and sucrose metabolism, phytohormone signaling, amino acid metabolism, and brassinosteroid biosynthesise0

Not reportedDirection

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“phenylpropanoid biosynthesis, starch and sucrose metabolism, phytohormone signaling, amino acid metabolism, and brassinosteroid biosynthesis were significantly correlated with the formation of maize leaf shape and stalk strength”

✓ located verbatim in the source · abstract, characters 689–917 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Genes in the enriched pathways were primarily involved in cell wall formation.

Taxon
MaizeZea mayst0
Gene
genes in these pathwayse0
Outcome
cell wall formatione0

Not reportedDirection

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“the genes in these pathways were primarily involved in cell wall formation”

✓ located verbatim in the source · abstract, characters 927–1001 · show in text ↑
t0

“Maize Inbred Lines”

✓ located verbatim in the source · title, characters 27–45 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Coexpression analysis identified two modules significantly correlated with leaf width and stalk strength.

Taxon
MaizeZea mayst0
Gene
2 modulese0
Outcome
leaf width and stalk strengthe0
Value
2 modulese0

Not reportedDirection

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Weighted gene co-expression network analysis identified 2 modules significantly correlated with leaf width and stalk strength”

✓ located verbatim in the source · abstract, characters 1003–1128 · show in text ↑
t0

“Maize Inbred Lines”

✓ located verbatim in the source · title, characters 27–45 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Eleven hub genes were identified from the two modules.

Taxon
MaizeZea mayst0
Outcome
hub genese0
Value
11e0

Not reportedDirection

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“from which 11 hub genes were further identified”

✓ located verbatim in the source · abstract, characters 1130–1177 · show in text ↑
t0

“Maize Inbred Lines”

✓ located verbatim in the source · title, characters 27–45 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

Eleven leaf and stem development genes were validated by qRT-PCR.

Taxon
MaizeZea mayst0
Outcome
leaf and stem development genese0
Value
11e0

Not reportedDirection

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“The 11 leaf and stem development genes in different pathways were validated using qRT-PCR”

✓ located verbatim in the source · abstract, characters 1179–1268 · show in text ↑
t0

“Maize Inbred Lines”

✓ located verbatim in the source · title, characters 27–45 · show in text ↑