Evidence map›Paper›PMID 42100030›Full record

ArticleFrontiers in plant science2026

Integrated transcriptomic and metabolomic analysis reveals the central role of phenylpropanoid biosynthesis in pea resistance to powdery mildew.

Yuanli Li, Jianying Lu, Yang Shao, Chang Wang, Lijuan Zhang, Gengmei Min

Abstract read
In one paragraph

Article in Frontiers in plant science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Yuanli Li *Institute of Biotechnology, Gansu Academy of Agricultural Sciences, Lanzhou, Gansu, China.
Jianying Lu *Institute of Biotechnology, Gansu Academy of Agricultural Sciences, Lanzhou, Gansu, China.
Yang ShaoGansu Linxia Hui Autonomous Prefecture Academy of Agricultural Sciences, Linxia, Gansu, China.
Chang WangInstitute of Crops, Gansu Academy of Agricultural Sciences, Lanzhou, Gansu, China.
Lijuan ZhangInstitute of Crops, Gansu Academy of Agricultural Sciences, Lanzhou, Gansu, China.
Gengmei MinInstitute of Crops, Gansu Academy of Agricultural Sciences, Lanzhou, Gansu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pea powdery mildew severely reduces crop yield and quality, yet the dynamic molecular and metabolic regulatory networks underlying resistance differences between different pea varieties remain poorly understood. Here, we profiled the defense landscape of susceptible (Longwan 3) and resistant (Longwan 5) pea varieties across three infection stages (0, 3, and 6 days post-inoculation) via integrated transcriptomic and metabolomic analyses. Multi-omics data revealed pronounced differences in metabolic reconfiguration (1754 metabolites identified) and transcriptional reprogramming (34566 genes annotated) between the two pea cultivars. Integrated Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses of differentially expressed genes (DEGs) and differentially accumulated metabolites (DAMs) consistently identified the phenylpropanoid biosynthesis pathway as the core pathway driving powdery mildew resistance. The resistant variety exhibited sustained upregulation of key biosynthetic genes (e.g., phenylalanine ammonia-lyase and cinnamate 4-hydroxylase), which directly drove the accumulation of defensive metabolites including ferulic acid and sinapic acid. Although some gene-metabolite correlations were consistent, others (e.g., those involving β-glucosidase and peroxidase genes) reflected a complex, multi-layered regulatory network involving post-transcriptional regulation and metabolic feedback mechanisms. Our study advances our understanding of dynamic defense mechanisms in legumes, and offers novel molecular targets for enhancing powdery mildew resistance, as well as efficient markers for precision breeding of elite pea varieties.

Indexed as

metabolomicspeaphenylpropanoid biosynthesispowdery mildewtranscriptomics

Identifiers

PMID42100030
PMCPMC13144052

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.