Evidence map›Paper›PMID 41368141›Full record

ArticleFrontiers in plant science2025

Integrated metabolomic and transcriptomic analyses reveal that starch and sucrose metabolism regulate maize kernel hardness.

Haiyu Zhou, Xiaodong Xie, Hexia Xie, Lanqiu Qin, Yuxin Xie, Xiang Yang, Bujin Zhou, Jingdan He, Bingwei Wang, Chengqiao Shi and 5 more

Abstract read
In one paragraph

Article in Frontiers in plant science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Haiyu ZhouMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Xiaodong XieMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Hexia XieMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Lanqiu QinMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Yuxin XieMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Xiang YangMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Bujin ZhouMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Jingdan HeMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Bingwei WangMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Chengqiao ShiMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Juzhi LvMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Xianjie TanMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Jinguo ZhouMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Weidong ChengMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.
Yufeng JiangMaize Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maize kernel hardness, largely determined by the structural and compositional characteristics of the endosperm, is a key trait affecting grain quality, milling performance, and storage stability. Although vitreous and starchy endosperms exhibit markedly different physical properties, the underlying metabolic and transcriptional mechanisms-particularly the crosstalk between primary and specialized metabolic pathways-remain insufficiently understood. In this study, we conducted integrated metabolomic and transcriptomic analyses, along with cytological observations, to investigate these mechanisms using two contrasting maize inbred lines (D003, vitreous; D009, starchy) at three kernel developmental stages (18, 25, and 32 days after pollination, DAP). Cytological examination revealed that D003 endosperms comprise smaller, tightly packed cells containing polygonal starch granules, whereas D009 endosperms consist of larger, irregular cells with loosely arranged spherical starch granules. Metabolomic profiling revealed significantly higher levels of carotenoids-including carotenes (α-carotene, β-carotene) and xanthophylls (zeaxanthin, lutein)-in D003 kernels across all stages, implicating carotenoid biosynthesis in contributing to kernel hardness. Transcriptomic analysis identified starch and sucrose metabolism as the most significantly enriched pathway among differentially expressed genes (DEGs), with qRT-PCR validation confirming the downregulation of a key sucrose synthase gene (

Indexed as

carotenoidsdifferentially expressed genesmaize kernelmetabolomictranscriptomic

Identifiers

PMID41368141
PMCPMC12682897

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