Evidence map›Paper›PMID 41546830›Full record

ArticleFunctional & integrative genomics2026

Whole-genome sequencing and comparative genomics reveal antimicrobial potential and adaptive traits of Bacillus velezensis AM12.

Qianqian Lin, Fengzhi Pan, JinJin Yang, Ruixue Pan, Haotian Ma, Shiyun Wu, Mingyuan Jia, Huayuan Xu, Jingchun Wu, Jinju Peng and 3 more

Abstract read
PubMed Publisher
In one paragraph

Article in Functional & integrative genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

13 authors.

Qianqian LinCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Fengzhi PanCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
JinJin YangTechnology Center of Zhanjiang Customs District, Zhanjiang, Guangdong, 524000, China.
Ruixue PanCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Haotian MaCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Shiyun WuCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Mingyuan JiaCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Huayuan XuCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Jingchun WuCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Jinju PengCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Yuexia DingCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
Fucheng GuoCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China. guofucheng@gdou.edu.cn.
Yi MaCollege of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China. mayi761@163.com.

Funding

Natural Science Foundation of Guangdong Province 2023A1515012181the Outstanding Young Talent Program of the College of Coastal Agriculture, Guangdong Ocean University GDOUNYJCQN005
6 · The paper itself

Abstract

The global rise of antimicrobial resistance has intensified the demand for novel antimicrobial agents with broad-spectrum efficacy and unique mechanisms of action. Herein, a marine-derived strain, Bacillus velezensis (B. velezensis) AM12, exhibiting clear inhibitory activity against eight major foodborne pathogens, was isolated from coastal seawater near Zhanjiang, China. Whole-genome sequencing revealed a 3,992,266 bp circular chromosome with a GC content of 46%, and functional annotation indicated extensive metabolic potential. Genome mining using the antiSMASH platform identified 14 secondary metabolite biosynthetic gene clusters, including those encoding surfactin, macrolactin H, bacillaene, fengycin, difficidin, bacillibactin, and bacilysin, as well as several additional clusters potentially responsible for the biosynthesis of novel antimicrobial compounds. Analysis using the BAGEL4 database further detected four bacteriocin/RiPP biosynthetic loci, corresponding to Competence/ComX, Amylocyclicin, LCI, and a Lichenicidin-like cluster. These collectively explain the broad-spectrum antibacterial activity of AM12 and suggest potential antifungal capability. Notably, the core genes of ComX and LCI exhibited relatively low similarity (46.67% and 73.91%, respectively) to known references, and B. velezensis AM12-origin lichenicidin component 2 showed no detectable homology, suggesting that AM12 may encode structurally and functionally distinct novel bacteriocins. Comparative genomic analysis with closely related terrestrial B. velezensis strains revealed that AM12-specific genes are predominantly enriched in functions associated with marine environmental adaptation and antimicrobial activity. Furthermore, machine learning-based prediction using the AM12-specific gene set identified seven high-confidence antimicrobial peptide candidates characterized by cationic charge, amphipathicity, and structural stability. This study elucidates the genomic and molecular basis of the broad-spectrum antibacterial activity pertaining to B. velezensis AM12, and establishes a systematic framework for the identification of novel antimicrobial peptides, offering candidate genes for subsequent functional characterization.

Indexed as

Anti-Infective AgentsBacillusGenome, BacterialAnti-Bacterial AgentsBacterial ProteinsBacteriocinsGenomicsMultigene FamilyPhylogenyWhole Genome SequencingAnti-Bacterial AgentsAnti-Infective AgentsBacterial ProteinsBacteriocinsAntimicrobial peptidesBacillus velezensis AM12Comparative genomicsMachine learningWhole-genome sequencing

Identifiers

What OpenQuestion holds

Textmetadata
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.