Evidence map›Paper›PMID 40945846›Full record

ArticleJournal of advanced research2026

Mechanism insights into the regulation of the LuxS/AI-2 quorum sensing system on the formation of viable but nonculturable state in biofilm cells of beer-spoilage Lactiplantibacillus plantarum.

Xuchen Li, Guoqing Wei, Wenhui Wang, Hongliang Liu, Qianqian Xin, Zhijian Wang, Pengdong Sun, Ting Ding, Jingyuan Li, Yang Deng

Abstract read
In one paragraph

Article in Journal of advanced research, 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. Review
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.

Xuchen LiCollege of Food Science and Engineering, Qingdao Agricultural University, Qingdao 266109, China; Key Laboratory of Special Food Processing (Co-construction by Ministry and Province), Ministry of Agriculture Rural Affairs, Qingdao Agricultural University, Qingdao 266109, China; Shandong Technology Innovation Center of Special Food, Qingdao 266109, China; Qingdao Special Food Research Institute, Qingdao 266109, China.
Guoqing WeiCollege of Food Science and Engineering, Qingdao Agricultural University, Qingdao 266109, China; Key Laboratory of Special Food Processing (Co-construction by Ministry and Province), Ministry of Agriculture Rural Affairs, Qingdao Agricultural University, Qingdao 266109, China; Shandong Technology Innovation Center of Special Food, Qingdao 266109, China; Qingdao Special Food Research Institute, Qingdao 266109, China.
Wenhui WangCollege of Food Science and Engineering, Qingdao Agricultural University, Qingdao 266109, China; Key Laboratory of Special Food Processing (Co-construction by Ministry and Province), Ministry of Agriculture Rural Affairs, Qingdao Agricultural University, Qingdao 266109, China; Shandong Technology Innovation Center of Special Food, Qingdao 266109, China; Qingdao Special Food Research Institute, Qingdao 266109, China.
Hongliang LiuShandong Huifa Foodstuff Co., Ltd., Zhucheng 262200, China.
Qianqian XinShandong Huifa Foodstuff Co., Ltd., Zhucheng 262200, China.
Zhijian WangShandong Huifa Foodstuff Co., Ltd., Zhucheng 262200, China.
Pengdong SunCollege of Food Science and Engineering, Qingdao Agricultural University, Qingdao 266109, China; Key Laboratory of Special Food Processing (Co-construction by Ministry and Province), Ministry of Agriculture Rural Affairs, Qingdao Agricultural University, Qingdao 266109, China; Shandong Technology Innovation Center of Special Food, Qingdao 266109, China; Qingdao Special Food Research Institute, Qingdao 266109, China.
Ting DingCollege of Food Science and Engineering, Qingdao Agricultural University, Qingdao 266109, China; Key Laboratory of Special Food Processing (Co-construction by Ministry and Province), Ministry of Agriculture Rural Affairs, Qingdao Agricultural University, Qingdao 266109, China; Shandong Technology Innovation Center of Special Food, Qingdao 266109, China; Qingdao Special Food Research Institute, Qingdao 266109, China.
Jingyuan LiCollege of Food Science and Engineering, Qingdao Agricultural University, Qingdao 266109, China; Key Laboratory of Special Food Processing (Co-construction by Ministry and Province), Ministry of Agriculture Rural Affairs, Qingdao Agricultural University, Qingdao 266109, China; Shandong Technology Innovation Center of Special Food, Qingdao 266109, China; Qingdao Special Food Research Institute, Qingdao 266109, China.
Yang DengCollege of Food Science and Engineering, Qingdao Agricultural University, Qingdao 266109, China; Key Laboratory of Special Food Processing (Co-construction by Ministry and Province), Ministry of Agriculture Rural Affairs, Qingdao Agricultural University, Qingdao 266109, China; Shandong Technology Innovation Center of Special Food, Qingdao 266109, China; Qingdao Special Food Research Institute, Qingdao 266109, China. Electronic address: dengyang719@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionBeer spoilage Lactiplantibacillus plantarum poses a significant challenge in brewing due to biofilm formation and entry into the viable but nonculturable (VBNC) state, evading detection and resisting sterilization. The LuxS/AI-2 quorum sensing (QS) system is implicated in stress adaptation, yet its regulatory role in biofilm-associated VBNC transition remains poorly understood.

objectivesThis study aims to elucidate how the luxS gene regulates VBNC-state formation in biofilm-embedded L. plantarum under hop-derived iso-α-acid stress and to identify molecular mechanisms underlying QS-mediated adaptation and resuscitation.

methodsWild-type and genetically engineered L. plantarum strains (ΔluxS, luxS-overexpressing) were exposed to iso-α-acids to induce VBNC states. Morphological changes were analyzed via scanning electron microscopy. Temporal luxS expression and AI-2 levels were quantified using qRT-PCR and bioluminescence assays. Multi-omics (transcriptomics, proteomics, ChIP-seq) and phenotypic analyses assessed metabolic reprogramming, gene regulation, and resuscitation dynamics.

resultsIso-α-acids (27 mg/L) induced complete VBNC transition in biofilms within 12 h, with cells exhibiting reduced volume and surface polymer deposition. luxS expression and AI-2 levels synchronized during induction, peaking at 4 h. Overexpression of luxS accelerated VBNC entry and enhanced resuscitation (>10

conclusionThe LuxS/AI-2 QS system governs biofilm-to-VBNC transition in L. plantarum by modulating metabolic resilience and stress adaptation. These findings provide a molecular framework for targeting QS pathways to mitigate biofilm persistence and spoilage risks in brewing industries.

Indexed as

Bacterial ProteinsBeerBiofilmsCarbon-Sulfur LyasesHomoserineLactiplantibacillus plantarumLactonesQuorum SensingGene Expression Regulation, BacterialBacterial ProteinsCarbon-Sulfur LyasesHomoserineLactonesLuxS protein, BacteriaN-octanoylhomoserine lactonebeer spoilage LactobacilliBiofilmChIP-seqQuorum sensing systemTranscriptomics and proteomicsViable but noncuturable (VBNC) state

Identifiers

PMID40945846
PMCPMC13227230

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Registered trials

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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.