Evidence map›Paper›PMID 42529084›Full record

ArticleFrontiers in microbiology2026

Integrated analysis of transcriptome sequencing and metabolomics provides insights into the molecular response of

Kuo Wu, Xia Liu, Yu Li, Yongdui Chen, Qinglan Zhao, Zhongkai Zhang, Yanli Yang

Abstract read
In one paragraph

Article in Frontiers in microbiology, 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

7 authors.

Kuo Wu *College of Plant Protection, Yunnan Agricultural University, Kunming, Yunnan, China.
Xia Liu *College of Plant Protection, Yunnan Agricultural University, Kunming, Yunnan, China.
Yu LiBiotechnology and Germplasm Resources Institute, Yunnan Academy of Agricultural Sciences; Yunnan Provincial Key Lab of Agricultural Biotechnology, Kunming, Yunnan, China.
Yongdui ChenBiotechnology and Germplasm Resources Institute, Yunnan Academy of Agricultural Sciences; Yunnan Provincial Key Lab of Agricultural Biotechnology, Kunming, Yunnan, China.
Qinglan ZhaoCollege of Plant Protection, Yunnan Agricultural University, Kunming, Yunnan, China.
Zhongkai ZhangBiotechnology and Germplasm Resources Institute, Yunnan Academy of Agricultural Sciences; Yunnan Provincial Key Lab of Agricultural Biotechnology, Kunming, Yunnan, China.
Yanli YangCollege of Plant Protection, Yunnan Agricultural University, Kunming, Yunnan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Potato virus S (PVS), is an important member of the genus Methods: Here, comparative transcriptomics and metabolomics were performed on potato ( Results: A total of 588 significantly differentially expressed genes (SDEGs) were identified post-infection, including 161 upregulated genes and 427 downregulated genes, primarily enriched in biological processes such as the MAPK signaling pathway, plant hormone signal transduction, phenylpropanoid metabolism, and DNA replication. Metabolomic analysis revealed 1,313 and 880 differential metabolites detected in positive and negative ion modes, respectively, with flavonoids showing a significant accumulation trend. Integrated analysis indicated that the phenylpropanoid metabolic pathway (particularly the flavonoid biosynthesis pathway) plays a central regulatory role in antiviral responses. Real-time quantitative PCR validation further confirmed that the expression patterns of key genes (e.g., PAL, C4H, 4CL) were positively correlated with metabolite accumulation. Conclusion: The results suggest that the flavonoid biosynthesis pathway in potatoes plays a key role in responding to PVS infection. This study not only helps to deeply understand the interaction mechanism between PVS and potatoes, but also promotes the selection and utilization of disease-resistant varieties.

Indexed as

metabolomicsmolecular responsePotato virus SSolanum tuberosum cv. Cooperation 88transcriptome

Identifiers

PMID42529084
PMCPMC13416330

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.