Evidence map›Paper›PMID 42042912›Full record

ArticleMetabolites2026

Temporal Metabolic Reprogramming Reveals Stage-Specific Adaptations in Proso Millet Resistance Against Head Smut.

Wenqi Fan, Mingyu Qi, Zhiguang Li, Yanyan Zuo, Min Zhao, Hanyu Liu, Yahui Wen, Xinxin Wang, Limei Bian, Liyuan Zhang

Abstract read
In one paragraph

Article in Metabolites, 2026. 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

10 authors.

Wenqi FanChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Mingyu QiChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Zhiguang LiChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Yanyan ZuoChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Min ZhaoChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Hanyu LiuChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Yahui WenChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Xinxin WangChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Limei BianChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.
Liyuan ZhangChifeng Academy of Agricultural and Animal Husbandry Sciences, Chifeng 024031, China.

Funding

China Agriculture Research System of MOF and MARA CARS-06-14.5-B12Innovation of Coarse Cereal Germplasm Resources and Research Demonstration of Lightweight Simplified Cultivation Techniques 2023KYPT0026
6 · The paper itself

Abstract

BACKGROUND/

objectivesProso millet (

methodsHere, we performed untargeted metabolomics on leaf samples from Inoculated Asymptomatic (IA) and Inoculated Symptomatic (IS) plants of the partially resistant cultivar 'Chishu 13' at four key growth stages following pathogen inoculation, with group classification validated by qPCR. Using weighted metabolite co-expression network analysis (WGCNA) combined with differential metabolite screening, we identified 18 metabolites markedly enriched in the tricarboxylic acid (TCA) cycle, metabolite transport-related processes, and phenylpropanoid biosynthesis pathways.

resultsNotably, L-phenylalanine accumulated substantially in IA plants relative to IS plants and correlated closely with biosynthesis of key defensive phenylpropanoids, including cinnamic acid and

conclusionsThese findings elucidate stage-specific metabolic adaptations that distinguish successful defense in IA plants from susceptibility in IS plants, providing robust biomarkers and stage-targeted strategies for breeding smut-resistant millet varieties.

Indexed as

metabolomicsphenylpropanoid biosynthesisproso milletSporisorium destruens

Identifiers

PMID42042912
PMCPMC13117656

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.