Identification and Monitoring of Lactobacillus delbrueckii Subspecies Using Pangenomic-Based Novel Genetic Markers

Genetic markers currently used for the discrimination of Lactobacillus delbrueckii subspecies have low efficiency for identification at subspecies level. Therefore, our objective in this study was to select novel genetic markers for accurate identification and discrimination of six L. delbrueckii subspecies based on pangenome analysis. We evaluated L. delbrueckii genomes to avoid making incorrect conclusions in the process of selecting genetic markers due to mislabeled genomes. Genome analysis showed that two genomes of L. delbrueckii subspecies deposited at NCBI were misidentified. Based on these results, subspecies-specific genetic markers were selected by comparing the core and pangenomes. Genetic markers were confirmed to be specific for 59,196,562 genome sequences via in silico analysis. They were found in all strains of the same subspecies, but not in other subspecies or bacterial strains. These genetic markers also could be used to accurately identify genomes at the subspecies level for genomes known at the species level. A real-time PCR method for detecting three main subspecies (L. delbrueckii subsp. delbrueckii, lactis, and bulgaricus) was developed to cost-effectively identify them using genetic markers. Results showed 100% specificity for each subspecies. These genetic markers could differentiate each subspecies from 44 other lactic acid bacteria. This real-time PCR method was then applied to monitor 26 probiotics and dairy products. It was also used to identify 64 unknown strains isolated from raw milk samples and dairy products. Results confirmed that unknown isolates and subspecies contained in the product could be accurately identified using this real-time PCR method.

[1]  Seung-Min Yang,et al.  Novel real-time PCR assay for Lactobacillus casei group species using comparative genomics. , 2020, Food microbiology.

[2]  P. Vandamme,et al.  A taxonomic note on the genus Lactobacillus: Description of 23 novel genera, emended description of the genus Lactobacillus Beijerinck 1901, and union of Lactobacillaceae and Leuconostocaceae. , 2020, International journal of systematic and evolutionary microbiology.

[3]  Seung-Min Yang,et al.  Design of PCR assays to specifically detect and identify 37 Lactobacillus species in a single 96 well plate , 2020, BMC Microbiology.

[4]  Eun-Kyeong Choi,et al.  Reliable Identification of Bacillus cereus Group Species Using Low Mass Biomarkers by MALDI-TOF MS. , 2019, Journal of microbiology and biotechnology.

[5]  Seung-Min Yang,et al.  Rapid Identification of Staphylococcus Species Isolated from Food Samples by Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry. , 2019, Journal of microbiology and biotechnology.

[6]  V. P. Richards,et al.  Resolving Phylogenetic Relationships for Streptococcus mitis and Streptococcus oralis through Core- and Pan-Genome Analyses , 2019, Genome biology and evolution.

[7]  D. Raoult,et al.  Genome and pan-genome analysis to classify emerging bacteria , 2019, Biology Direct.

[8]  G. Ibrahim,et al.  Salmonella Serotyping Using Whole Genome Sequencing , 2018, Front. Microbiol..

[9]  Chien-Hsun Huang,et al.  Rapid species- and subspecies-specific level classification and identification of Lactobacillus casei group members using MALDI Biotyper combined with ClinProTools. , 2018, Journal of dairy science.

[10]  Edoardo Pasolli,et al.  Large-Scale Phylogenomics of the Lactobacillus casei Group Highlights Taxonomic Inconsistencies and Reveals Novel Clade-Associated Features , 2017, mSystems.

[11]  Chad R. Laing,et al.  Pan-genome Analyses of the Species Salmonella enterica, and Identification of Genomic Markers Predictive for Species, Subspecies, and Serovar , 2017, Front. Microbiol..

[12]  M. Savka,et al.  In-silico Taxonomic Classification of 373 Genomes Reveals Species Misidentification and New Genospecies within the Genus Pseudomonas , 2017, Front. Microbiol..

[13]  G. Perozzi,et al.  Combination of Metabolomic and Proteomic Analysis Revealed Different Features among Lactobacillus delbrueckii Subspecies bulgaricus and lactis Strains While In Vivo Testing in the Model Organism Caenorhabditis elegans Highlighted Probiotic Properties , 2017, Front. Microbiol..

[14]  M. A. Stachelska Identification of Lactobacillus delbrueckii and Streptococcus thermophilus Strains Present in Artisanal Raw Cow Milk Cheese Using Real-time PCR and Classic Plate Count Methods , 2017, Polish journal of microbiology.

[15]  Chitra Dutta,et al.  BPGA- an ultra-fast pan-genome analysis pipeline , 2016, Scientific Reports.

[16]  Wenjun Liu,et al.  Genetic diversity and population structure of Lactobacillus delbrueckii subspecies bulgaricus isolated from naturally fermented dairy foods , 2016, Scientific Reports.

[17]  Tom O. Delmont,et al.  Anvi’o: an advanced analysis and visualization platform for ‘omics data , 2015, PeerJ.

[18]  C. Robert,et al.  Pan-genomic analysis to redefine species and subspecies based on quantum discontinuous variation: the Klebsiella paradigm , 2015, Biology Direct.

[19]  Wenwei Lu,et al.  A one-step PCR-based method for specific identification of 10 common lactic acid bacteria and Bifidobacterium in fermented milk. , 2015 .

[20]  M. Figueras,et al.  Strategies to Avoid Wrongly Labelled Genomes Using as Example the Detected Wrong Taxonomic Affiliation for Aeromonas Genomes in the GenBank Database , 2015, PloS one.

[21]  Jean-Michel Batto,et al.  Lactobacillus delbrueckii ssp. lactis and ssp. bulgaricus: a chronicle of evolution in action , 2014, BMC Genomics.

[22]  S. Broedersa,et al.  Guidelines for validation of qualitative real-time PCR methods , 2014 .

[23]  L. Jespersen,et al.  Lactobacillus delbrueckii subsp. jakobsenii subsp. nov., isolated from dolo wort, an alcoholic fermented beverage in Burkina Faso. , 2013, International journal of systematic and evolutionary microbiology.

[24]  K. Oki,et al.  Lactobacillus delbrueckii subsp. sunkii subsp. nov., isolated from sunki, a traditional Japanese pickle. , 2012, International journal of systematic and evolutionary microbiology.

[25]  G. Gürakan,et al.  Comparative typing of L. delbrueckii subsp. bulgaricus strains using multilocus sequence typing and RAPD–PCR , 2011 .

[26]  A. Galanis,et al.  A new methodology for rapid detection of Lactobacillus delbrueckii subsp. bulgaricus based on multiplex PCR. , 2011, Journal of microbiological methods.

[27]  Robert C. Edgar,et al.  BIOINFORMATICS APPLICATIONS NOTE , 2001 .

[28]  J. Gibrat,et al.  The complete genome sequence of Lactobacillus bulgaricus reveals extensive and ongoing reductive evolution. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[29]  S. Torriani,et al.  Lactobacillus delbrueckii subsp. indicus subsp. nov., isolated from Indian dairy products. , 2005, International journal of systematic and evolutionary microbiology.

[30]  M. Gatti,et al.  Molecular typing of Lactobacillus delbrueckii of dairy origin by PCR-RFLP of protein-coding genes. , 2003, International journal of food microbiology.

[31]  O. Kandler,et al.  Lactobacillus lactis, Lactobacillus leichmannii and Lactobacillus bulgaricus, Subjective Synonyms of Lactobacillus delbrueckii, and Description of Lactobacillus delbrueckii subsp. lactis comb. nov. and Lactobacillus delbrueckii subsp. bulgaricus comb. nov. , 1983, Systematic and applied microbiology.