Comparative genome analysis of microbial strains marketed for probiotic interventions: an extension of the Integrated Probiotic Database

Silvia Petraro , Chiara Tarracchini , Gabriele Andrea Lugli , Leonardo Mancabelli , Federico Fontana , Francesca Turroni , Marco Ventura , Christian Milani

Microbiome Research Reports ›› 2024, Vol. 3 ›› Issue (4) : 45

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Microbiome Research Reports ›› 2024, Vol. 3 ›› Issue (4) :45 DOI: 10.20517/mrr.2024.11
Original Article

Comparative genome analysis of microbial strains marketed for probiotic interventions: an extension of the Integrated Probiotic Database

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Abstract

Background: Members of the Bifidobacterium genus and lactobacilli are the most commonly used probiotics to promote human health. In this context, genome-based in silico analyses have been demonstrated as a fast and reliable tool for identifying and characterizing health-promoting activities imputed to probiotics.

Methods: This study is an extension of the Integrated Probiotic Database (IPDB) previously created on probiotics of the genus Bifidobacterium, facilitating a comprehensive understanding of the genetic characteristics that contribute to the diverse spectrum of beneficial effects of probiotics. The strains integrated into this new version of the IPDB, such as various lactobacilli and strains belonging to the species Streptococcus thermophilus (S. thermophilus) and Heyndrickxia coagulans (H. coagulans) (formerly Bacillus coagulans), were selected based on the labels of probiotic formulations currently on the market and using the bacterial strains whose genome had already been sequenced. On these bacterial strains, comparative genome analyses were performed, mainly focusing on genetic factors that confer structural, functional, and chemical characteristics predicted to be involved in microbe-host and microbe-microbe interactions.

Results: Our investigations revealed marked inter- and intra-species variations in the genetic makeup associated with the biosynthesis of external structures and bioactive metabolites putatively associated with microbe- and host-microbe interactions.

Conclusion: Although genetic differences need to be confirmed as functional or phenotypic differences before any probiotic intervention, we believe that considering these divergences will aid in improving effective and personalized probiotic-based interventions.

Keywords

Lactobacillus / Streptococcus thermophilus / Heyndrickxia coagulans / Bacillus / genomics / probiotics

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Silvia Petraro, Chiara Tarracchini, Gabriele Andrea Lugli, Leonardo Mancabelli, Federico Fontana, Francesca Turroni, Marco Ventura, Christian Milani. Comparative genome analysis of microbial strains marketed for probiotic interventions: an extension of the Integrated Probiotic Database. Microbiome Research Reports, 2024, 3(4): 45 DOI:10.20517/mrr.2024.11

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References

[1]

Hill C,Reid G.Expert consensus document. The International Scientific Association for Probiotics and Prebiotics consensus statement on the scope and appropriate use of the term probiotic.Nat Rev Gastroenterol Hepatol2014;11:506-14

[2]

Mazziotta C,Martini F,Rotondo JC.Probiotics mechanism of action on immune cells and beneficial effects on human health.Cells2023;12:184 PMCID:PMC9818925

[3]

Markowiak-Kopeć P.The effect of probiotics on the production of short-chain fatty acids by human intestinal microbiome.Nutrients2020;12:1107 PMCID:PMC7230973

[4]

Chávarri M,Marañón I,Barrón LJR.Chapter 27 - The role of probiotics in nutritional health: probiotics as nutribiotics. In: Probiotics in the prevention and management of human diseases. Elsevier; 2022. pp. 397-415.

[5]

Barkhidarian B,Iskandar MM,Kubow S.Probiotic supplementation and micronutrient status in healthy subjects: a systematic review of clinical trials.Nutrients2021;13:3001 PMCID:PMC8472411

[6]

van Zyl WF, Deane SM, Dicks LMT. Molecular insights into probiotic mechanisms of action employed against intestinal pathogenic bacteria.Gut Microbes2020;12:1831339 PMCID:PMC7595611

[7]

Sanozky-Dawes R.Lactobacillus, glycans and drivers of health in the vaginal microbiome.Microbiome Res Rep2022;1:18 PMCID:PMC10688826

[8]

Ruiz L,Sánchez B.Bile resistance mechanisms in Lactobacillus and Bifidobacterium.Front Microbiol2013;4:396 PMCID:PMC3872040

[9]

Bezkorovainy A.Probiotics: determinants of survival and growth in the gut.Am J Clin Nutr2001;73:399S-405S

[10]

Holzapfel WH,Geisen R,Schillinger U.Taxonomy and important features of probiotic microorganisms in food and nutrition.Am J Clin Nutr2001;73:365s-73s

[11]

Fijan S.Microorganisms with claimed probiotic properties: an overview of recent literature.Int J Environ Res Public Health2014;11:4745-67 PMCID:PMC4053917

[12]

Goktepe I, Juneja VK, Ahmedna M. Probiotics in food safety and human health. 1st ed. CRC Press; 2005.

[13]

Chen L,Peng J.Lactobacillus acidophilus suppresses colitis-associated activation of the IL-23/Th17 axis.J Immunol Res2015;2015:909514 PMCID:PMC4417982

[14]

Cortes-Perez NG,Maiga MA,Adel-Patient K.Intragastric administration of Lactobacillus casei BL23 induces regulatory FoxP3+RORγt+ T cells subset in mice.Benef Microbes2017;8:433-8

[15]

Karczewski J,Konings I.Regulation of human epithelial tight junction proteins by Lactobacillus plantarum in vivo and protective effects on the epithelial barrier.Am J Physiol Gastrointest Liver Physiol2010;298:G851-9

[16]

Garcia-Gonzalez N,van Sinderen D,Corsetti A.Comparative genomics of Lactiplantibacillus plantarum: insights into probiotic markers in strains isolated from the human gastrointestinal tract and fermented foods.Front Microbiol2022;13:854266 PMCID:PMC9159523

[17]

Tarracchini C,Lugli GA.The Integrated Probiotic Database: a genomic compendium of bifidobacterial health-promoting strains.Microbiome Res Rep2022;1:9 PMCID:PMC10688828

[18]

Lugli GA,Tarracchini C.MEGAnnotator2: a pipeline for the assembly and annotation of microbial genomes.Microbiome Res Rep2023;2:15 PMCID:PMC10696586

[19]

Hyatt D,Locascio PF,Larimer FW.Prodigal: prokaryotic gene recognition and translation initiation site identification.BMC Bioinformatics2010;11:119 PMCID:PMC2848648

[20]

Zhao Y,Ye Y.RAPSearch2: a fast and memory-efficient protein similarity search tool for next-generation sequencing data.Bioinformatics2012;28:125-6 PMCID:PMC3244761

[21]

Lowe TM.tRNAscan-SE: a program for improved detection of transfer RNA genes in genomic sequence.Nucleic Acids Res1997;25:955-64 PMCID:PMC146525

[22]

Lagesen K,Rødland EA,Rognes T.RNAmmer: consistent and rapid annotation of ribosomal RNA genes.Nucleic Acids Res2007;35:3100-8 PMCID:PMC1888812

[23]

Enright AJ,Ouzounis CA.An efficient algorithm for large-scale detection of protein families.Nucleic Acids Res2002;30:1575-84 PMCID:PMC101833

[24]

Jain C,Phillippy AM,Aluru S.High throughput ANI analysis of 90K prokaryotic genomes reveals clear species boundaries.Nat Commun2018;9:5114 PMCID:PMC6269478

[25]

Katoh K,Kuma K.MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform.Nucleic Acids Res2002;30:3059-66 PMCID:PMC135756

[26]

Altschul SF,Miller W,Lipman DJ.Basic local alignment search tool.J Mol Biol1990;215:403-10

[27]

Heel AJ, de Jong A, Song C, Viel JH, Kok J, Kuipers OP. BAGEL4: a user-friendly web server to thoroughly mine RiPPs and bacteriocins.Nucleic Acids Res2018;46:W278-81 PMCID:PMC6030817

[28]

Blin K,Augustijn HE.antiSMASH 7.0: new and improved predictions for detection, regulation, chemical structures and visualisation.Nucleic Acids Res2023;51:W46-50 PMCID:PMC10320115

[29]

Drula E,Dogan S,Henrissat B.The carbohydrate-active enzyme database: functions and literature.Nucleic Acids Res2022;50:D571-7 PMCID:PMC8728194

[30]

Caspi R,Keseler IM.The MetaCyc database of metabolic pathways and enzymes - a 2019 update.Nucleic Acids Res2020;48:D445-53 PMCID:PMC6943030

[31]

Zhang S,Lee S,Tan C.Weizmannia coagulans: an ideal probiotic for gut health.Food Sci Hum Wellness2024;13:16-226

[32]

Zhu M,Fang S.Complete genome sequence of Heyndrickxia (Bacillus) coagulans BC99 isolated from a fecal sample of a healthy infant.Microbiol Resour Announc2024;13:e0044923 PMCID:PMC10793334

[33]

Zheng Z,Zou L.Simultaneous consumption of cellobiose and xylose by Bacillus coagulans to circumvent glucose repression and identification of its cellobiose-assimilating operons.Biotechnol Biofuels2018;11:320 PMCID:PMC6271610

[34]

Juturu V.Production of high concentration of l-lactic acid from oil palm empty fruit bunch by thermophilic Bacillus coagulans JI12.Biotechnol Appl Biochem2018;65:145-9

[35]

Loquasto JR,Dudley EG,Chen C.Bifidobacterium animalis subsp. lactis ATCC 27673 is a genomically unique strain within its conserved subspecies.Appl Environ Microbiol2013;79:6903-10 PMCID:PMC3811525

[36]

Han S,Xie J.Probiotic gastrointestinal transit and colonization after oral administration: a long journey.Front Cell Infect Microbiol2021;11:609722 PMCID:PMC8006270

[37]

Mandlik A,Das A.Pili in Gram-positive bacteria: assembly, involvement in colonization and biofilm development.Trends Microbiol2008;16:33-40 PMCID:PMC2841691

[38]

Lukaszczyk M,Remaut H.The biosynthesis and structures of bacterial pili.Subcell Biochem2019;92:369-413

[39]

Scott JR.Pili with strong attachments: gram-positive bacteria do it differently.Mol Microbiol2006;62:320-30

[40]

Dempsey E.Lactobacillus spp. for gastrointestinal health: current and future perspectives.Front Immunol2022;13:840245 PMCID:PMC9019120

[41]

Ye Q,Zhang A.Multifunctional properties of the transmembrane LPxTG-motif protein derived from Limosilactobacillus reuteri SH-23.J Dairy Sci2023;106:8207-20

[42]

von Ossowski I,Satokari R.Mucosal adhesion properties of the probiotic Lactobacillus rhamnosus GG SpaCBA and SpaFED pilin subunits.Appl Environ Microbiol2010;76:2049-57 PMCID:PMC2849237

[43]

Kant R,Yu X.A comparative pan-genome perspective of niche-adaptable cell-surface protein phenotypes in Lactobacillus rhamnosus.PLoS One2014;9:e102762 PMCID:PMC4102537

[44]

Douillard FP,Järvinen HM.Comparative genomic and functional analysis of Lactobacillus casei and Lactobacillus rhamnosus strains marketed as probiotics.Appl Environ Microbiol2013;79:1923-33 PMCID:PMC3592221

[45]

Klotz C,O’Flaherty S.S-layer associated proteins contribute to the adhesive and immunomodulatory properties of Lactobacillus acidophilus NCFM.BMC Microbiol2020;20:248 PMCID:PMC7425073

[46]

Banić M,Leboš Pavunc A.Characterization of S-layer proteins of potential probiotic starter culture Lactobacillus brevis SF9B isolated from sauerkraut.LWT2018;93:257-67

[47]

Kaushik JK,Duary RK,Grover S.Functional and probiotic attributes of an indigenous isolate of Lactobacillus plantarum.PLoS One2009;4:e8099 PMCID:PMC2779496

[48]

Sagmeister T,Buhlheller C.The molecular architecture of Lactobacillus S-layer: assembly and attachment to teichoic acids.Proc Natl Acad Sci U S A2024;121:e2401686121 PMCID:PMC11181022

[49]

Martinović A,Arioli S.Streptococcus thermophilus: to survive, or not to survive the gastrointestinal tract, that is the question!.Nutrients2020;12:2175 PMCID:PMC7468695

[50]

Zhang L.Potential antitumor and anti-inflammatory activities of an extracellular polymeric substance (EPS) from Bacillus subtilis isolated from a housefly.Sci Rep2022;12:1383 PMCID:PMC8791979

[51]

Zhang J,Wang H,Chen W.Lactic acid bacteria-derived exopolysaccharide: formation, immunomodulatory ability, health effects, and structure-function relationship.Microbiol Res2023;274:127432

[52]

Ciszek-Lenda M,Sróttek M,Marcinkiewicz J.Immunoregulatory potential of exopolysaccharide from Lactobacillus rhamnosus KL37: effects on the production of inflammatory mediators by mouse macrophages.Int J Exp Pathol2011;92:382-91 PMCID:PMC3248074

[53]

Lu Q,Yang G.Structure and anti-inflammation potential of lipoteichoic acids isolated from Lactobacillus strains.Foods2022;11:1610 PMCID:PMC9180668

[54]

Mizuno H,Tomotsune K.Lipoteichoic acid is involved in the ability of the immunobiotic strain Lactobacillus plantarum CRL1506 to modulate the intestinal antiviral innate immunity triggered by TLR3 activation.Front Immunol2020;11:571 PMCID:PMC7161159

[55]

Lightfoot YL.Tailoring gut immune responses with lipoteichoic acid-deficient Lactobacillus acidophilus.Front Immunol2013;4:25 PMCID:PMC3565175

[56]

Li W,Rui X.Production of exopolysaccharides by Lactobacillus helveticus MB2-1 and its functional characteristics in vitro.LWT Food Sci Technol2014;59:732-9

[57]

Liu Z,Qiu L.Characterization and bioactivities of the exopolysaccharide from a probiotic strain of Lactobacillus plantarum WLPL04.J Dairy Sci2017;100:6895-905

[58]

Mizuno H,Islam MA.Exopolysaccharides from Streptococcus thermophilus ST538 modulate the antiviral innate immune response in porcine intestinal epitheliocytes.Front Microbiol2020;11:894 PMCID:PMC7248278

[59]

Laiño J,Kanmani P.Immunoregulatory effects triggered by lactic acid bacteria exopolysaccharides: new insights into molecular interactions with host cells.Microorganisms2016;4:27 PMCID:PMC5039587

[60]

Malick A,Benkerroum N.Production of exopolysaccharides by selected Bacillus strains: optimization of media composition to maximize the yield and structural characterization.Int J Biol Macromol2017;102:539-49

[61]

Martino ME,Caffrey BE.Nomadic lifestyle of Lactobacillus plantarum revealed by comparative genomics of 54 strains isolated from different habitats.Environ Microbiol2016;18:4974-89

[62]

Deo D,Kulkarni R.A diverse repertoire of exopolysaccharide biosynthesis gene clusters in Lactobacillus revealed by comparative analysis in 106 sequenced genomes.Microorganisms2019;7:444 PMCID:PMC6843789

[63]

Parlindungan E,Lugli GA,van Sinderen D.Dairy streptococcal cell wall and exopolysaccharide genome diversity.Microb Genom2022;8:000803 PMCID:PMC9453073

[64]

Prete R,Gallardo AL,Corsetti A.Beneficial bile acid metabolism from Lactobacillus plantarum of food origin.Sci Rep2020;10:1165 PMCID:PMC6981223

[65]

Song Z,Zhou X,Li J.Taxonomic identification of bile salt hydrolase-encoding lactobacilli: modulation of the enterohepatic bile acid profile.Imeta2023;2:e128 PMCID:PMC10989828

[66]

Bernardeau M,Forssten SD.Importance of the gastrointestinal life cycle of Bacillus for probiotic functionality.J Food Sci Technol2017;54:2570-84 PMCID:PMC5502041

[67]

Heilbronner S,Brötz-Oesterhelt H.The microbiome-shaping roles of bacteriocins.Nat Rev Microbiol2021;19:726-39

[68]

Aminov R.The role of the glycome in symbiotic host-microbe interactions.Glycobiology2023;33:1106-16 PMCID:PMC10876039

[69]

Turroni F,Duranti S,van Sinderen D.Glycan utilization and cross-feeding activities by bifidobacteria.Trends Microbiol2018;26:339-50

[70]

Seth ES.Nutrient cross-feeding in the microbial world.Front Microbiol2014;5:350 PMCID:PMC4086397

[71]

Singh JK,Reddy GB,Kavitake D.Biosynthesis, classification, properties, and applications of Weissella bacteriocins.Front Microbiol2024;15:1406904 PMCID:PMC11210197

[72]

O’Shea EF,O’Sullivan O,Ross RP.Bactofencin A, a new type of cationic bacteriocin with unusual immunity.mBio2013;4:e00498-13 PMCID:PMC3809560

[73]

Ryan MP,Hill C.An application in cheddar cheese manufacture for a strain of Lactococcus lactis producing a novel broad-spectrum bacteriocin, lacticin 3147.Appl Environ Microbiol1996;62:612-9 PMCID:PMC167827

[74]

Holo H,Daeschel M,Nes IF.Plantaricin W from Lactobacillus plantarum belongs to a new family of two-peptide lantibiotics. The GenBank accession number for the sequence reported in this paper is AY007251.Microbiology2001;147:643-51

[75]

Latif A,Niazi S.Probiotics: mechanism of action, health benefits and their application in food industries.Front Microbiol2023;14:1216674 PMCID:PMC10470842

[76]

Lebeer S,De Keersmaecker SC.Host interactions of probiotic bacterial surface molecules: comparison with commensals and pathogens.Nat Rev Microbiol2010;8:171-84

[77]

Lombard V,Drula E,Henrissat B.The carbohydrate-active enzymes database (CAZy) in 2013.Nucleic Acids Res2014;42:D490-5 PMCID:PMC3965031

[78]

Domingues SZ,Granada CE.Cellulase production by bacteria is a strain-specific characteristic with a high biotechnological potential. A review of cellulosome of highly studied strains.Cellulose2022;29:8065-83

[79]

Saqib S,Halim SA.Sources of β-galactosidase and its applications in food industry.3 Biotech2017;7:79 PMCID:PMC5429307

[80]

Cheng Y,Ling Z.Short-chain fatty acids-producing probiotics: a novel source of psychobiotics.Crit Rev Food Sci Nutr2022;62:7929-59

[81]

Puertollano E,Yaqoob P.Biological significance of short-chain fatty acid metabolism by the intestinal microbiome.Curr Opin Clin Nutr Metab Care2014;17:139-44

[82]

Makras L.The in vitro inhibition of Gram-negative pathogenic bacteria by bifidobacteria is caused by the production of organic acids.Int Dairy J2006;16:1049-57

[83]

Makras L,Fayol-Messaoudi D.Kinetic analysis of the antibacterial activity of probiotic lactobacilli towards Salmonella enterica serovar Typhimurium reveals a role for lactic acid and other inhibitory compounds.Res Microbiol2006;157:241-7

[84]

Meng F,Nie T.Acetate activates Lactobacillus bacteriocin synthesis by controlling quorum sensing.Appl Environ Microbiol2021;87:e0072021 PMCID:PMC8315994

[85]

Yan Y,Li X.Unexpected immunoregulation effects of D-lactate, different from L-lactate.Food Agr Immunol2022;33:286-301

[86]

McDonald B,Yu IL.Programing of an intravascular immune firewall by the gut microbiota protects against pathogen dissemination during infection.Cell Host Microbe2020;28:660-8.e4

[87]

LeBlanc JG,del Valle MJ.B-group vitamin production by lactic acid bacteria - current knowledge and potential applications.J Appl Microbiol2011;111:1297-309

[88]

LeBlanc JG,de Giori GS,van Sinderen D.Bacteria as vitamin suppliers to their host: a gut microbiota perspective.Curr Opin Biotechnol2013;24:160-8

[89]

Lin MY.Folate levels in cultures of lactic acid bacteria.Int Dairy J2000;10:409-13

[90]

Salminen S,Morelli L.Demonstration of safety of probiotics - a review.Int J Food Microbiol1998;44:93-106

[91]

Holzapfel WH.Introduction to pre- and probiotics.Food Res Int2002;35:109-16

[92]

Smith LK.Transcriptional and translational control of the mlr operon, which confers resistance to seven classes of protein synthesis inhibitors.Antimicrob Agents Chemother2008;52:1703-12 PMCID:PMC2346656

[93]

Toh SM,Arias CA.Acquisition of a natural resistance gene renders a clinical strain of methicillin-resistant Staphylococcus aureus resistant to the synthetic antibiotic linezolid.Mol Microbiol2007;64:1506-14 PMCID:PMC2711439

[94]

Plant L,Zughaier S,Stephens DS.Lipooligosaccharide structure contributes to multiple steps in the virulence of Neisseria meningitidis.Infect Immun2006;74:1360-7 PMCID:PMC1360357

[95]

Vernocchi P,Putignani L.Gut microbiota metabolism and interaction with food components.Int J Mol Sci2020;21:3688 PMCID:PMC7279363

[96]

Hitch TCA,Walsh SK.Microbiome-based interventions to modulate gut ecology and the immune system.Mucosal Immunol2022;15:1095-113 PMCID:PMC9705255

[97]

Romero-Velarde E,García-Gutiérrez M.The importance of lactose in the human diet: outcomes of a mexican consensus meeting.Nutrients2019;11:2737 PMCID:PMC6893676

[98]

Gökmen GG,Cholakov R.A novel Lactiplantibacillus plantarum strain: probiotic properties and optimization of the growth conditions by response surface methodology.World J Microbiol Biotechnol2024;40:66 PMCID:PMC10776492

[99]

Goh YJ.Insights into glycogen metabolism in Lactobacillus acidophilus: impact on carbohydrate metabolism, stress tolerance and gut retention.Microb Cell Fact2014;13:94 PMCID:PMC4243779

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