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a . Study design schematic. b . phylogenetic profiles. complete proteome sets. Streptococcus mutans serotype c (NN2025) Streptococcus gordonii Lactobacillus acidophilus Lactobacillus casei (ATCC-334) Lactobacillus casei (Zhang) Lactobacillus casei (BL23)
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a. Study design schematic b. phylogenetic profiles complete proteome sets Streptococcus mutans serotype c (NN2025) Streptococcus gordonii Lactobacillus acidophilus Lactobacillus casei (ATCC-334) Lactobacillus casei (Zhang) Lactobacillus casei (BL23) Lactobacillus salivarius (ATCC-11741) Lactobacillus salivarius (CECT-5713) Lactobacillus salivarius (ACS-116-V-Col5a) Lactobacillus salivarius subsp. salivarius (UCC118) Lactobacillus fermentum (IFO-3956/LMG-18251) Lactobacillus fermentum (ATCC-14931) Lactobacillus fermentum (28-3-CHN) Lactobacillus fermentum (CECT-5716) Bifidobacteriumdentium (ATCC-27534) Bifidobacterium longum (strain DJO10A) Veillonellaparvula target species Streptococcus mitis(NCTC-2261) Streptococcus mitis(B6) Streptococcus mitis(SK321) Streptococcus mitis(SK564) Streptococcus mitis(SK597) Streptococcus mitis(ATCC-6249) Streptococcus oralis Streptococcus salivarius Streptococcus sanguinis Streptococcus parasanguinis Lactobacillus paracasei(ATCC-27092) Lactobacillus rhamnosus(ATCC-53103) Homo sapiens antitarget species
Examples of modelableS. mutansvirulence factors a. c. b. not druggableproton/lactate pump zDOPE (model reliability) = -1.73 drugEBIlity score = -0.71 druggable mutltiple sugar binding protein zDOPE (model reliability) = -1.57 drugEBIlityscore = 0.76 druggable and favorable profile majorcell-surfaceadhesin zDOPE (model reliability) = -1.50 drugEBIlity score = 0.41 Examples of modelable and druggable S. mutans proteins d. f. e. crystal structure glucosamine-6-PO4deaminase resolution = 2.03 Å drugEBIlityscore = 0.77 comparative model nonhydrolyzing UDP acetyl-glucosamine epimerasezDOPE (model reliability) = -1.75 drugEBIlity score = 0.82 favorable profile unknown enzyme resolution = 2.38 Å drugEBIlity score = 0.57
multiple sugar-binding MS transport ATP-binding ATP-binding transporter fructose phosphotransferase IIABC fructose phosphotransferase IIBC fructose phosphotransferase IIA isocitrate dehydrogenase acetylornithine aminotransferase purine nucleoside phosphorylase glycogen synthase Glu1-PO4 adenylyltransferase beta-glucosidase endoglucanase lactate dehydrogenase phosphocarrier protein HPr PEP-phosphotransferase proton/lactic acid pump lactose-specific PO4-transferase N'N' DCHC-sensitive ATPase signal recognition particle formyltetrahydrofolate ligase panthothenateflavoprotein malolactic fermentation reg DNA-dir RNA polymerase glycogen phosphorylase phosphorylase sucrose phosphorylase GTF-I 1,3α-branch glucosyltransferase-SI glucosyltransferase-S 1,4α-glucan branching dextran glucosidase glucan-binding protein A secr peptidoglycan hydrolase glucan-binding protein C BglB-like Gbp with lipase GbpC response regulator major cell-surface adhesin cell surface antigen I/II collagen-binding adhesin amylase-binding protein A amylase-binding protein B ATP-binding transporter competence histidine kinase competence transcriptional reg biofilm regulatory protein A response regulator of BrpA-1 response regulator of BrpA-2 lantibioticmutacin II lantibioticmutacin 1140 lantibioticmutacin M lantibioticmutacin B-Ny266 bacteriocinSmbA bacteriocin secretion protein bacteriocin peptide undecaprenol kinase rRNA maturation factor mutacin 1140 modifying enzyme serine-threonine kinase PknB oxidative stress sensor kinase collagenase Q00749 Q00752 P72477 Q8DUN3 Q8DWE7 Q8DWE6 Q59940 Q59928 Q8DTU4 Q8CWX0 Q8DT53 Q8DUE7 Q8CVC4 P26283 P45596 P45595 P50976 P26426 P95783 Q54431 Q59925 Q8DU74 Q8DWC9 Q8DWG2 Q8DT55 Q8DT31 P10249 P08987 P13470 P49331 Q8DT52 Q99040 Q8DRV2 Q8DWM3 Q8DTF1 Q8DUW9 Q9S151 P11657 P23504 Q76H84 A8AZZ3 A8AUM3 Q8DW05 Q8DS94 Q8DS39 Q8DVR0 Q8DVJ9 Q8DVJ8 O54329 O68586 Q7BV70 P80666 Q5TLL1 Q8DSA3 Q8CVC8 Q05888 Q8DSY7 O68588 Q8DVK1 Q8DT64 Q8DUX4 proteins by functional similarity coordination attachment metabolism energy storage lantibiotic regulation quorum sensing other attach glucan attachment glucan production acid tolerance acid production nutrient uptake sugar uptake lantibiotics S. mutansvirulence factors tractability modelabledruggable V. parvula B. longum(strain DJO10A) B. dentium(ATCC-27534) L. fermentum(CECT-5716) L. fermentum(28-3-CHN) L. fermentum(ATCC-14931) L. fermentum(IFO-3956/LMG-18251) L. salivarius subsp. salivarius(UCC118) L. salivarius(ACS-116-V-Col5a) L. salivarius(CECT-5713) L. salivarius(ATCC-11741) L. casei(BL23) L. casei(Zhang) L.casei (ATCC-334) L. acidophilus S. gordonii S. mutans serotype c (NN2025) target proteomes phylogenetic profiles H. sapiens L. rhamnosus(ATCC-53103) L. paracasei(ATCC-27092) S. parasanguinis S. sanguinis S. salivarius S. oralis S. mitis(ATCC-6249) S. mitis(SK597) S. mitis(SK564) S. mitis(SK321) S. mitis(B6) S. mitis(NCTC-2261) antitarget proteomes protein similarity (matching HMM columns / length of protein)
UDP acetylglucosamineepimerase Phosphorylase Trans enoyl ACP reductase Oligopeptide ABC transporter Anthranilatephosphoribosyltransferase Periplasmicferrichrome ABC transporter UDP acetylglucosaminecarboxyvinyltransferase 1 UDP acetylglucosaminecarboxyvinyltransferase 2 Adenylate kinase D-alanine polyligase dTDP-glucose dehydratase Dihydroorotate dehydrogenase Secreted translocase β-galactosidase Imidazole carboxamideisomerase Acetoin dehydrogenase Bifunctional protein glmU Methionyl-tRNAsynthetase Guanylate kinase Glycerol dehydrogenase Phosphatase α-acetolactate synthase Thiazolepyrodixine kinase Glutamyl-tRNAamidotransferasesubA Bisphosphoglyceratemutase Manganese inorganic pyrophosphatase Surface protein I/II Response regulator AdcA-like Zn adhesin lipoprotein Acetyltransferase DNA polymerase Imidazole glycerol-PO4 synthase SAM methyltransferase Glucanotransferase tRNAthiouridylase 30S ribosomal protein Dihydrodipicolinate synthase Pyrimidine-nucleoside phosphorylase Orotidine 5'-phosphate decarboxylase Unknown hydrolase/phosphatase Maltose operon transcriptional repressor Uracil phosphoribosyltransferase ATP synthase Lactose phosphotransferase repressor Catabolite control protein ATP synthase Malolactic enzyme LytTr DNA-binding Purine operon repressor Tryptophan synthase tRNAYrdC-modifier Isopropylmalatedehydratase Adenine phosphoribosyltransferase Deoxycytidylatedeaminase RNA-diphosphatereductase Adenylate kinase Glycosyltransferase Anaerobic RNA-triphosphate reductase ATP-binding ABC transporter dTDPketorhamnosereductase ATP-binding ABC transporter DTDP ketorhamnosereductase Homoserinesuccinyltransferase Carbamoyl-phosphate synthase NADP-dependent GAPDH Unique & uncharacterized Tellurite resistance protein Ferrous ion transport protein Phosphopentomutase Transcription regulator Chorismatemutase Phosphofructokinase Cysteine synthase Glucanglucosidase Histidine kinase Citrate synthase Dextran glucosidase Unknown hydrolase/phosphatase Unknown hydrolase/phosphatase Tagatosediphosphatealdolase Amino acid aminotransferase Uracil-DNA glycosylase DNA damage sensor ATP synthase Q8DTB7 Q8DT31 Q8DSN4 Q8DW25 Q8DVF6 Q8DUD7 Q8DT57 Q8DT24 Q8DS33 Q53526 P95780 Q8DTV0 Q8DSJ6 P50978 Q8DTR2 Q8DTL3 Q8DSX2 Q8DSW8 Q8DVK6 Q8DVJ3 Q8DV60 Q8DTA6 Q8DSS7 Q8DSG5 P59161 O68579 Q9RFI8 Q8DVJ8 Q8DTN1 Q8DSV5 Q8DWN8 Q8DTR3 Q8DTH5 Q8DT30 Q8DRS4 Q8DWB3 Q8DUE5 Q8DU33 Q8DTV1 Q8DTS3 Q8DT29 Q8DST6 P95789 P26422 O07329 A6PY32 Q8DWC7 Q8DVZ8 Q8DVV6 Q8DVF3 Q8DTG7 Q8DTG5 Q8DT95 Q8DSE5 Q8DV42 Q8DTS0 Q8DSH9 Q8DRY2 Q8DW32 Q8DUS5 Q8DTZ7 O33664 Q8DT96 Q8DUP4 Q59931 Q8DTQ1 Q8DSW3 Q8DVC3 Q8DTU0 Q8DTZ5 Q8DTP2 Q8KWU0 Q8DVJ2 Q99040 Q8DT45 Q59939 Q2HWU5 Q8DV06 Q8DUY6 P26425 Q8DWM1 Q8DTV8 Q8DTC4 P95790 a. b. Adhesin A3VP1 of AntigenI/II Glucosamine-6-phosphate deaminase Mn-dependent inorganic pyrophosphatase Unknown function 1377c Isopropylmalatedehydratase V-region of antigen I/II Phosphatase/hydrolase Phosphatase NADP-dependent GAPDH Unknown enzyme Dihydroorotate dehydrogenase Dextran glucosidase Dextran glucosidase Peptide chain release factor Tagatose 1,6-aldolase Carboxymuconolactonedecarboxylase S. mutansproteins S. mutansPDBs 3IOX 2RI1 1I74 3L7V 2HCU 1JMM 3L7Y 1WVI 2QE0 3IJT 3OIX 2ZID 2ZIC 1ZBT 3IV3 3LVY modelabledruggable tractability druggable V. parvula B. longum(strain DJO10A) B. dentium(ATCC-27534) L. fermentum(CECT-5716) L. fermentum(28-3-CHN) L. fermentum(ATCC-14931) L. fermentum(IFO-3956/LMG-18251) L. salivarius subsp. salivarius(UCC118) L. salivarius(ACS-116-V-Col5a) L. salivarius(CECT-5713) L. salivarius(ATCC-11741) L. casei(BL23) L. casei(Zhang) L. casei (ATCC-334) L. acidophilus S. gordonii S. mutans serotype c (NN2025) target proteomes phylogenetic profiles H. sapiens L. rhamnosus (ATCC-53103) L. paracasei (ATCC-27092) S. parasanguinis S. sanguinis S. salivarius S. oralis S. mitis (ATCC-6249) S. mitis (SK597) S. mitis (SK564) S. mitis (SK321) S. mitis (B6) S. mitis (NCTC-2261) antitarget proteomes protein similarity (matching HMM columns / length of protein)
-1.57 0.76 -1.02 0.27 -1.25 0.52 -0.30 -0.08 -0.88 0.36 -1.01 0.74 -0.71 0.80 -0.93 -0.85 -0.44 0.36 0.76 0.78 -1.23 -0.15 -1.73 -0.71 -0.85 -0.75 -1.25 0.80 -0.96 0.79 -0.85 0.74 -1.18 0.82 -1.12 0.82 -0.45 -0.70 -0.15 0.39 -0.09 0.80 -0.25 0.77 -1.77 0.55 -0.69 0.77 -1.08 -0.71 -1.59 0.78 -1.50 0.41 -0.37 0.77 -1.88 0.77 0.72 0.81 0.60 -0.97 0.14 -0.41 0.97 0.81 0.86 0.80 0.76 -0.08 0.52 0.80 -0.34 0.80 0.19 0.80 -1.05 0.77 -1.75 0.82 -1.12 0.82 -1.01 0.82 -1.13 0.81 -1.33 0.81 -1.46 0.81 -1.10 0.81 -1.18 0.81 -1.44 0.81 -1.04 0.81 -1.82 0.81 -1.35 0.80 -1.23 0.80 -1.87 0.80 -1.14 0.79 -1.04 0.79 -1.03 0.79 -1.09 0.79 -1.36 0.78 -1.20 0.78 -1.38 0.78 -1.24 0.78 -1.27 0.78 -1.13 0.78 -1.20 0.78 -1.50 0.78 -1.17 0.77 -1.88 0.77 -1.37 0.77 -1.23 0.77 -1.36 0.76 -1.47 0.76 -1.41 0.76 -1.08 0.76 -1.20 0.76 -1.71 0.75 -1.63 0.75 -1.07 0.75 -1.45 0.75 -1.82 0.75 -1.63 0.75 -1.39 0.75 -1.14 0.75 -2.20 0.75 -1.11 0.75 -1.47 0.75 -1.14 0.74 -1.12 0.74 -1.22 0.74 -1.06 0.74 -1.63 0.74 -2.10 0.74 -1.30 0.74 -1.19 0.74 -1.15 0.73 -1.10 0.73 -1.13 0.73 -1.08 0.73 -1.14 0.72 -1.58 0.72 -1.19 0.72 -1.39 0.72 -1.32 0.71 -1.30 0.70 -1.40 0.70 -1.41 0.69 -1.30 0.68 -1.95 0.66 -1.90 0.63 -1.43 0.58 -1.13 0.58 -1.13 0.57 -1.17 0.56 -1.77 0.55 -1.30 0.55 -1.35 0.55 -1.74 0.55 -1.59 0.54 -1.18 0.54 -1.94 0.54 -1.25 0.53 -1.53 0.53 -1.52 0.52 -1.42 0.51 figure 3 0.77 0.77 0.77 0.74 0.74 0.71 0.70 0.70 0.66 0.57 0.56 0.56 0.56 0.56 0.54 0.53 figure 4a figure 4b
virulence factors 61, literature review proteome 2391, UniProt structures 81, PDB comparative modeling 616 of 1631, MODELLER active site analysis 110, drugEBIlity phylogenetic profiles 110, HHsearch common unique rare
multiple sugar-binding MS transport ATP-binding ATP-binding transporter fructose phosphotransferase IIABC fructose phosphotransferase IIBC fructose phosphotransferase IIA isocitrate dehydrogenase acetylornithine aminotransferase purine nucleoside phosphorylase glycogen synthase Glu1-PO4 adenylyltransferase beta-glucosidase endoglucanase lactate dehydrogenase phosphocarrier protein HPr PEP-phosphotransferase proton/lactic acid pump lactose-specific PO4-transferase N'N' DCHC-sensitive ATPase signal recognition particle formyltetrahydrofolate ligase panthothenateflavoprotein malolactic fermentation reg DNA-dir RNA polymerase glycogen phosphorylase phosphorylase sucrose phosphorylase GTF-I 1,3α-branch glucosyltransferase-SI glucosyltransferase-S 1,4α-glucan branching dextran glucosidase glucan-binding protein A secr peptidoglycan hydrolase glucan-binding protein C BglB-like Gbp with lipase GbpC response regulator major cell-surface adhesin cell surface antigen I/II collagen-binding adhesin amylase-binding protein A amylase-binding protein B ATP-binding transporter competence histidine kinase competence transcriptional reg biofilm regulatory protein A response regulator of BrpA-1 response regulator of BrpA-2 lantibioticmutacin II lantibioticmutacin 1140 lantibioticmutacin M lantibioticmutacin B-Ny266 bacteriocinSmbA bacteriocin secretion protein bacteriocin peptide undecaprenol kinase rRNA maturation factor mutacin 1140 modifying enzyme serine-threonine kinase PknB oxidative stress sensor kinase collagenase Q00749 Q00752 P72477 Q8DUN3 Q8DWE7 Q8DWE6 Q59940 Q59928 Q8DTU4 Q8CWX0 Q8DT53 Q8DUE7 Q8CVC4 P26283 P45596 P45595 P50976 P26426 P95783 Q54431 Q59925 Q8DU74 Q8DWC9 Q8DWG2 Q8DT55 Q8DT31 P10249 P08987 P13470 P49331 Q8DT52 Q99040 Q8DRV2 Q8DWM3 Q8DTF1 Q8DUW9 Q9S151 P11657 P23504 Q76H84 A8AZZ3 A8AUM3 Q8DW05 Q8DS94 Q8DS39 Q8DVR0 Q8DVJ9 Q8DVJ8 O54329 O68586 Q7BV70 P80666 Q5TLL1 Q8DSA3 Q8CVC8 Q05888 Q8DSY7 O68588 Q8DVK1 Q8DT64 Q8DUX4 proteins by functional similarity coordination attachment metabolism energy storage lantibiotic regulation quorum sensing other attach glucan attachment glucan production acid tolerance acid production nutrient uptake sugar uptake lantibiotics S. mutansvirulence factors tractability modelabledruggable V. parvula B. longum(strain DJO10A) B. dentium(ATCC-27534) L. fermentum(CECT-5716) L. fermentum(28-3-CHN) L. fermentum(ATCC-14931) L. fermentum(IFO-3956/LMG-18251) L. salivarius subsp. salivarius(UCC118) L. salivarius(ACS-116-V-Col5a) L. salivarius(CECT-5713) L. salivarius(ATCC-11741) L. casei(BL23) L. casei(Zhang) L.casei (ATCC-334) L. acidophilus S. gordonii S. mutans serotype c (NN2025) target proteomes phylogenetic profiles H. sapiens L. rhamnosus(ATCC-53103) L. paracasei(ATCC-27092) S. parasanguinis S. sanguinis S. salivarius S. oralis S. mitis(ATCC-6249) S. mitis(SK597) S. mitis(SK564) S. mitis(SK321) S. mitis(B6) S. mitis(NCTC-2261) antitarget proteomes protein similarity (matching HMM columns / length of protein)
UDP acetylglucosamineepimerase Phosphorylase Trans enoyl ACP reductase Oligopeptide ABC transporter Anthranilatephosphoribosyltransferase Periplasmicferrichrome ABC transporter UDP acetylglucosaminecarboxyvinyltransferase 1 UDP acetylglucosaminecarboxyvinyltransferase 2 Adenylate kinase D-alanine polyligase dTDP-glucose dehydratase Dihydroorotate dehydrogenase Secreted translocase β-galactosidase Imidazole carboxamideisomerase Acetoin dehydrogenase Bifunctional protein glmU Methionyl-tRNAsynthetase Guanylate kinase Glycerol dehydrogenase Phosphatase α-acetolactate synthase Thiazolepyrodixine kinase Glutamyl-tRNAamidotransferasesubA Bisphosphoglyceratemutase Manganese inorganic pyrophosphatase Surface protein I/II Response regulator AdcA-like Zn adhesin lipoprotein Acetyltransferase DNA polymerase Imidazole glycerol-PO4 synthase SAM methyltransferase Glucanotransferase tRNAthiouridylase 30S ribosomal protein Dihydrodipicolinate synthase Pyrimidine-nucleoside phosphorylase Orotidine 5'-phosphate decarboxylase Unknown hydrolase/phosphatase Maltose operon transcriptional repressor Uracil phosphoribosyltransferase ATP synthase Lactose phosphotransferase repressor Catabolite control protein ATP synthase Malolactic enzyme LytTr DNA-binding Purine operon repressor Tryptophan synthase tRNAYrdC-modifier Isopropylmalatedehydratase Adenine phosphoribosyltransferase Deoxycytidylatedeaminase RNA-diphosphatereductase Adenylate kinase Glycosyltransferase Anaerobic RNA-triphosphate reductase ATP-binding ABC transporter dTDPketorhamnosereductase ATP-binding ABC transporter DTDP ketorhamnosereductase Homoserinesuccinyltransferase Carbamoyl-phosphate synthase NADP-dependent GAPDH Unique & uncharacterized Tellurite resistance protein Ferrous ion transport protein Phosphopentomutase Transcription regulator Chorismatemutase Phosphofructokinase Cysteine synthase Glucanglucosidase Histidine kinase Citrate synthase Dextran glucosidase Unknown hydrolase/phosphatase Unknown hydrolase/phosphatase Tagatosediphosphatealdolase Amino acid aminotransferase Uracil-DNA glycosylase DNA damage sensor ATP synthase Q8DTB7 Q8DT31 Q8DSN4 Q8DW25 Q8DVF6 Q8DUD7 Q8DT57 Q8DT24 Q8DS33 Q53526 P95780 Q8DTV0 Q8DSJ6 P50978 Q8DTR2 Q8DTL3 Q8DSX2 Q8DSW8 Q8DVK6 Q8DVJ3 Q8DV60 Q8DTA6 Q8DSS7 Q8DSG5 P59161 O68579 Q9RFI8 Q8DVJ8 Q8DTN1 Q8DSV5 Q8DWN8 Q8DTR3 Q8DTH5 Q8DT30 Q8DRS4 Q8DWB3 Q8DUE5 Q8DU33 Q8DTV1 Q8DTS3 Q8DT29 Q8DST6 P95789 P26422 O07329 A6PY32 Q8DWC7 Q8DVZ8 Q8DVV6 Q8DVF3 Q8DTG7 Q8DTG5 Q8DT95 Q8DSE5 Q8DV42 Q8DTS0 Q8DSH9 Q8DRY2 Q8DW32 Q8DUS5 Q8DTZ7 O33664 Q8DT96 Q8DUP4 Q59931 Q8DTQ1 Q8DSW3 Q8DVC3 Q8DTU0 Q8DTZ5 Q8DTP2 Q8KWU0 Q8DVJ2 Q99040 Q8DT45 Q59939 Q2HWU5 Q8DV06 Q8DUY6 P26425 Q8DWM1 Q8DTV8 Q8DTC4 P95790 a. b. Adhesin A3VP1 of AntigenI/II Glucosamine-6-phosphate deaminase Mn-dependent inorganic pyrophosphatase Unknown function 1377c Isopropylmalatedehydratase V-region of antigen I/II Phosphatase/hydrolase Phosphatase NADP-dependent GAPDH Unknown enzyme Dihydroorotate dehydrogenase Dextran glucosidase Dextran glucosidase Peptide chain release factor Tagatose 1,6-aldolase Carboxymuconolactonedecarboxylase S. mutansproteins S. mutansPDBs 3IOX 2RI1 1I74 3L7V 2HCU 1JMM 3L7Y 1WVI 2QE0 3IJT 3OIX 2ZID 2ZIC 1ZBT 3IV3 3LVY modelabledruggable tractability druggable V. parvula B. longum(strain DJO10A) B. dentium(ATCC-27534) L. fermentum(CECT-5716) L. fermentum(28-3-CHN) L. fermentum(ATCC-14931) L. fermentum(IFO-3956/LMG-18251) L. salivarius subsp. salivarius(UCC118) L. salivarius(ACS-116-V-Col5a) L. salivarius(CECT-5713) L. salivarius(ATCC-11741) L. casei(BL23) L. casei(Zhang) L. casei (ATCC-334) L. acidophilus S. gordonii S. mutans serotype c (NN2025) target proteomes phylogenetic profiles H. sapiens L. rhamnosus (ATCC-53103) L. paracasei (ATCC-27092) S. parasanguinis S. sanguinis S. salivarius S. oralis S. mitis (ATCC-6249) S. mitis (SK597) S. mitis (SK564) S. mitis (SK321) S. mitis (B6) S. mitis (NCTC-2261) antitarget proteomes protein similarity (matching HMM columns / length of protein)