Songül Ötkün, Yasemin Numanoğlu Çevik, Osman Yaşar Tel
{"title":"基于MALDI-TOF质谱法鉴定牛乳中粪肠球菌和乳球菌的初步研究。","authors":"Songül Ötkün, Yasemin Numanoğlu Çevik, Osman Yaşar Tel","doi":"10.1007/s11274-025-04580-8","DOIUrl":null,"url":null,"abstract":"<p><p>Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS) is a rapid, cost-effective, and highly accurate technique for identifying microorganisms that are difficult to classify using traditional methods. Beyond microbial identification, MALDI-TOF MS has also potential for predicting antimicrobial resistance (AMR). Lactococcus and Enterococcus species are clinically important pathogens whose relevance is often underrecognized due to challenges in their identification. In this pilot study, we aimed primarily to assess the diagnostic accuracy of MALDI-TOF MS combined with Principal Component Analysis (PCA) for species-level identification of Lactococcus spp. and Enterococcus faecalis strains isolated from mastitic bovine milk, and secondarily to explore whether preliminary associations with antimicrobial resistance (AMR) could be observed in peptide and protein spectra. MALDI-TOF MS analysis was based on conserved bacterial structures (16 S rRNA), leading to the identification of E. faecalis, L. garvieae, L. lactis, and L. raffinolactis. Antimicrobial susceptibility testing using seven antibiotic discs revealed that the strains generally exhibited multidrug resistance. Within the Lactococcus genus, which includes closely related species, PCA analysis showed the formation of distinct clusters for three species, enabling their differentiation. However, PCA scatter plots and the Composite Correlation Index (CCI) visual matrix revealed no definitive differences associated with AMR. Due to the limited sample size and restricted AMR strain distribution, the results should be interpreted as preliminary and exploratory. Further studies with larger and more diverse isolate collections are necessary to validate and expand these findings.</p>","PeriodicalId":23703,"journal":{"name":"World journal of microbiology & biotechnology","volume":"41 10","pages":"360"},"PeriodicalIF":4.2000,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A pilot study on MALDI-TOF MS-based discrimination of Enterococcus faecalis and Lactococcus spp. isolated from bovine milk samples.\",\"authors\":\"Songül Ötkün, Yasemin Numanoğlu Çevik, Osman Yaşar Tel\",\"doi\":\"10.1007/s11274-025-04580-8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS) is a rapid, cost-effective, and highly accurate technique for identifying microorganisms that are difficult to classify using traditional methods. Beyond microbial identification, MALDI-TOF MS has also potential for predicting antimicrobial resistance (AMR). Lactococcus and Enterococcus species are clinically important pathogens whose relevance is often underrecognized due to challenges in their identification. In this pilot study, we aimed primarily to assess the diagnostic accuracy of MALDI-TOF MS combined with Principal Component Analysis (PCA) for species-level identification of Lactococcus spp. and Enterococcus faecalis strains isolated from mastitic bovine milk, and secondarily to explore whether preliminary associations with antimicrobial resistance (AMR) could be observed in peptide and protein spectra. MALDI-TOF MS analysis was based on conserved bacterial structures (16 S rRNA), leading to the identification of E. faecalis, L. garvieae, L. lactis, and L. raffinolactis. Antimicrobial susceptibility testing using seven antibiotic discs revealed that the strains generally exhibited multidrug resistance. Within the Lactococcus genus, which includes closely related species, PCA analysis showed the formation of distinct clusters for three species, enabling their differentiation. However, PCA scatter plots and the Composite Correlation Index (CCI) visual matrix revealed no definitive differences associated with AMR. Due to the limited sample size and restricted AMR strain distribution, the results should be interpreted as preliminary and exploratory. Further studies with larger and more diverse isolate collections are necessary to validate and expand these findings.</p>\",\"PeriodicalId\":23703,\"journal\":{\"name\":\"World journal of microbiology & biotechnology\",\"volume\":\"41 10\",\"pages\":\"360\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2025-10-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"World journal of microbiology & biotechnology\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1007/s11274-025-04580-8\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"World journal of microbiology & biotechnology","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1007/s11274-025-04580-8","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
A pilot study on MALDI-TOF MS-based discrimination of Enterococcus faecalis and Lactococcus spp. isolated from bovine milk samples.
Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS) is a rapid, cost-effective, and highly accurate technique for identifying microorganisms that are difficult to classify using traditional methods. Beyond microbial identification, MALDI-TOF MS has also potential for predicting antimicrobial resistance (AMR). Lactococcus and Enterococcus species are clinically important pathogens whose relevance is often underrecognized due to challenges in their identification. In this pilot study, we aimed primarily to assess the diagnostic accuracy of MALDI-TOF MS combined with Principal Component Analysis (PCA) for species-level identification of Lactococcus spp. and Enterococcus faecalis strains isolated from mastitic bovine milk, and secondarily to explore whether preliminary associations with antimicrobial resistance (AMR) could be observed in peptide and protein spectra. MALDI-TOF MS analysis was based on conserved bacterial structures (16 S rRNA), leading to the identification of E. faecalis, L. garvieae, L. lactis, and L. raffinolactis. Antimicrobial susceptibility testing using seven antibiotic discs revealed that the strains generally exhibited multidrug resistance. Within the Lactococcus genus, which includes closely related species, PCA analysis showed the formation of distinct clusters for three species, enabling their differentiation. However, PCA scatter plots and the Composite Correlation Index (CCI) visual matrix revealed no definitive differences associated with AMR. Due to the limited sample size and restricted AMR strain distribution, the results should be interpreted as preliminary and exploratory. Further studies with larger and more diverse isolate collections are necessary to validate and expand these findings.
期刊介绍:
World Journal of Microbiology and Biotechnology publishes research papers and review articles on all aspects of Microbiology and Microbial Biotechnology.
Since its foundation, the Journal has provided a forum for research work directed toward finding microbiological and biotechnological solutions to global problems. As many of these problems, including crop productivity, public health and waste management, have major impacts in the developing world, the Journal especially reports on advances for and from developing regions.
Some topics are not within the scope of the Journal. Please do not submit your manuscript if it falls into one of the following categories:
· Virology
· Simple isolation of microbes from local sources
· Simple descriptions of an environment or reports on a procedure
· Veterinary, agricultural and clinical topics in which the main focus is not on a microorganism
· Data reporting on host response to microbes
· Optimization of a procedure
· Description of the biological effects of not fully identified compounds or undefined extracts of natural origin
· Data on not fully purified enzymes or procedures in which they are applied
All articles published in the Journal are independently refereed.