Evidence map›Paper›PMID 41845061›Full record

ArticleApplied microbiology and biotechnology2026

Transcriptomic insights into fruiting body malformations in Lentinula edodes.

Tong Lin, Juan Du, Shipeng Li, Ziwei Zhang, Yueting Dai, Chunyan Xie

Abstract read
In one paragraph

Article in Applied microbiology and biotechnology, 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.

Tong LinCollege of Life Science, Langfang Normal University, Langfang, 065000, Hebei, China.
Juan DuCollege of Life Science, Langfang Normal University, Langfang, 065000, Hebei, China.
Shipeng LiCollege of Life Science, Langfang Normal University, Langfang, 065000, Hebei, China.
Ziwei ZhangCollege of Life Science, Langfang Normal University, Langfang, 065000, Hebei, China.
Yueting DaiEngineering Research Center of Edible and Medicinal Fungi of Ministry of Education, Jilin Agricultural University, Changchun, 130118, Jilin, China. daiyueting18@jlau.edu.cn.
Chunyan XieCollege of Life Science, Langfang Normal University, Langfang, 065000, Hebei, China. 1231597@lfnu.edu.cn.

Funding

the Earmarked Fund for Hebei Edible Fungi Innovation Team of Modern Agro-industry Technology Research System HBCT2023090208
6 · The paper itself

Abstract

Lentinula edodes (shiitake mushroom), the world's most cultivated edible fungus, frequently develops malformed fruiting bodies during commercial cultivation, leading to significant economic losses. To elucidate the molecular basis of these deformities, we performed comparative transcriptome analysis of four distinct malformation types-marginal depression (H), central protrusion (P), twinning (T), and irregularity (I)-versus normal controls (N1 ~ N4) under identical cultivation conditions. Our results revealed deformity-specific transcriptional signatures: the I vs. N4 and T vs. N3 phenotypes exhibited the most severe dysregulation (288 and 275 differentially expressed genes (DEGs), respectively), followed by P vs. N2 (185 DEGs), while H vs. N1 showed minimal changes (61 DEGs). Two DEGs (LENED_000547 and LENED_004546) were consistently identified across all four malformed types. They shared multiple conserved sequence motifs yet exhibited significant functional divergence, putatively acting as a nuclear-localized regulatory protein and a membrane-bound structural protein, respectively. Functional enrichment indicated downregulation of genes associated with structural molecule activity, nucleotide binding, and transferase activity, suggesting a fundamental compromise in cellular integrity and metabolism. Conversely, genes involved in carbohydrate metabolism, transmembrane transport, and hydrolase activity were upregulated, suggesting altered nutrient allocation and cell wall dynamics. Kyoto Encyclopedia of Genes and Genomes analysis further highlighted disruptions in fructose/mannose metabolism, glutathione metabolism, and glycerolipid pathways. Weighted gene co-expression network analysis uncovered phenotype-correlated modules. Environmental stressors likely exacerbated these responses, as evidenced by the induced expression of several stress-responsive genes. This study suggests that intrinsic transcriptomic dysregulation drives L. edodes malformations, offering valuable targets for precision breeding and cultivation management. KEY POINTS: • Comparative transcriptomics provide preliminary molecular insights into four morphologically defined shiitake malformation phenotypes • Shared DEGs reveal conserved molecular drivers of abnormal development • Results guide breeding and cultivation strategies for improved shiitake yield.

Indexed as

Fruiting Bodies, FungalShiitake MushroomsTranscriptomeFungal ProteinsGene Expression ProfilingGene Expression Regulation, FungalPhenotypeFungal ProteinsMalformationMetabolic pathwaysShiitakeTranscriptome analysisWeighted gene co-expression network analysis

Identifiers

PMID41845061
PMCPMC12999686

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.