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Strain-level visualized analysis of cold-stressed Vibrio parahaemolyticus based on MALDI-TOF mass fingerprinting
Guanhua Xuan1, Juntao Jia2, Ying Chen3
1Food Safety Laboratory, College of Food Science and Engineering, Ocean University of China, Qingdao 266003, China.
Abstract:
In this study, strain-level visualized analysis of cold-stressed Vibrio parahaemolyticus based on matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass fingerprinting was investigated. All the peptide mass fingerprinting profiles obtained were analyzed by self-organized map (SOM) and cluster analysis. Our results showed that the peptide mass fingerprinting profiles of V. parahaemolyticus substantially changed under cold stress at strain level. The cold-stressed V. parahaemolyticus strains were distributed to 14 neurons by SOM classification, almost totally different from the controls. This is the first time that so many strains had been chosen to study bacterial cold stress responses, which can help promote an overall understanding to stress responses of cold-stressed strains.
Insights
Cold stress significantly alters Vibrio parahaemolyticus at the strain level, as shown by matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass fingerprinting. This comprehensive study reveals distinct bacterial cold stress responses for improved understanding.
Area of Science:
- Microbiology
- Bacterial stress responses
- Proteomics
Background:
- Vibrio parahaemolyticus is a significant foodborne pathogen.
- Bacterial responses to cold stress are crucial for survival and public health.
- Strain-level variations in stress response are not well understood.
Purpose of the Study:
- To investigate the impact of cold stress on Vibrio parahaemolyticus at the strain level.
- To analyze changes in peptide mass fingerprinting profiles under cold conditions.
- To understand bacterial cold stress responses in a large cohort of strains.
Main Methods:
- Matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass fingerprinting for peptide profiling.
- Self-organized map (SOM) classification for data visualization.
- Cluster analysis to identify distinct strain groupings.
Main Results:
- Peptide mass fingerprinting profiles of V. parahaemolyticus showed substantial changes under cold stress.
- SOM classification separated cold-stressed strains into 14 distinct groups, differing from control groups.
- Significant strain-level variations in response to cold stress were observed.
Conclusions:
- Cold stress induces significant, strain-specific alterations in Vibrio parahaemolyticus.
- MALDI-TOF and SOM analysis provide a powerful tool for studying bacterial cold stress.
- This study enhances the understanding of bacterial cold stress responses in V. parahaemolyticus.
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