Halobacillus halophilus 3 is an obligate aerobe, moderately halophilic, chemoorganotroph prokaryote that has a orange pigmentation and was isolated from salt marsh soil.
pigmented rod-shaped motile Gram-positive spore-forming chemoorganotroph mesophilic moderately halophilic obligate aerobe 16S sequence genome sequence| @ref 20215 |
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| Domain Bacteria |
| Phylum Bacillota |
| Class Bacilli |
| Order Caryophanales |
| Family Bacillaceae |
| Genus Halobacillus |
| Species Halobacillus halophilus |
| Full scientific name Halobacillus halophilus (Claus et al. 1984) Spring et al. 1996 |
| Synonyms (1) |
| @ref | Name | Growth | Medium link | Composition | |
|---|---|---|---|---|---|
| 1011 | MARINE AGAR (DSMZ Medium 123) | Medium recipe at MediaDive | Name: MARINE AGAR (DSMZ Medium 123) Composition: NaCl 24.0 g/l Agar 15.0 g/l MgCl2 x 6 H2O 11.0 g/l Bacto peptone 5.0 g/l Na2SO4 4.0 g/l CaCl2 x 6 H2O 2.0 g/l Yeast extract 1.0 g/l KCl 0.7 g/l KBr 0.1 g/l SrCl2 x 6 H2O 0.04 g/l H3BO3 0.03 g/l NaSiO3 x 9 H2O 0.005 g/l NaF 0.003 g/l NH4NO3 0.002 g/l Fe(III)PO4 x 4 H2O 0.001 g/l Distilled water |
| 22983 | Typechemoorganotroph |
| 22983 | Halophily levelmoderately halophilic |
| @ref | Murein short key | Type | |
|---|---|---|---|
| 1011 | A21.04 | A4ß L-Orn-D-Asp |
| @ref | pathway | enzyme coverage | annotated reactions | external links | |
|---|---|---|---|---|---|
| 66794 | cellulose degradation | 100 | 5 of 5 | ||
| 66794 | C4 and CAM-carbon fixation | 100 | 8 of 8 | ||
| 66794 | vitamin K metabolism | 100 | 5 of 5 | ||
| 66794 | sulfopterin metabolism | 100 | 4 of 4 | ||
| 66794 | acetate fermentation | 100 | 4 of 4 | ||
| 66794 | aspartate and asparagine metabolism | 100 | 9 of 9 | ||
| 66794 | coenzyme A metabolism | 100 | 4 of 4 | ||
| 66794 | formaldehyde oxidation | 100 | 3 of 3 | ||
| 66794 | glycine betaine biosynthesis | 100 | 5 of 5 | ||
| 66794 | threonine metabolism | 100 | 10 of 10 | ||
| 66794 | chorismate metabolism | 100 | 9 of 9 | ||
| 66794 | adipate degradation | 100 | 2 of 2 | ||
| 66794 | gluconeogenesis | 100 | 8 of 8 | ||
| 66794 | CDP-diacylglycerol biosynthesis | 100 | 2 of 2 | ||
| 66794 | UDP-GlcNAc biosynthesis | 100 | 3 of 3 | ||
| 66794 | lipoate biosynthesis | 100 | 5 of 5 | ||
| 66794 | methylglyoxal degradation | 100 | 5 of 5 | ||
| 66794 | starch degradation | 100 | 10 of 10 | ||
| 66794 | folate polyglutamylation | 100 | 1 of 1 | ||
| 66794 | anapleurotic synthesis of oxalacetate | 100 | 1 of 1 | ||
| 66794 | palmitate biosynthesis | 100 | 22 of 22 | ||
| 66794 | aerobactin biosynthesis | 100 | 1 of 1 | ||
| 66794 | ppGpp biosynthesis | 100 | 4 of 4 | ||
| 66794 | ceramide biosynthesis | 100 | 1 of 1 | ||
| 66794 | suberin monomers biosynthesis | 100 | 2 of 2 | ||
| 66794 | L-lactaldehyde degradation | 100 | 3 of 3 | ||
| 66794 | cis-vaccenate biosynthesis | 100 | 2 of 2 | ||
| 66794 | photosynthesis | 92.86 | 13 of 14 | ||
| 66794 | tetrahydrofolate metabolism | 92.86 | 13 of 14 | ||
| 66794 | heme metabolism | 92.86 | 13 of 14 | ||
| 66794 | vitamin B1 metabolism | 92.31 | 12 of 13 | ||
| 66794 | Entner Doudoroff pathway | 90 | 9 of 10 | ||
| 66794 | propionate fermentation | 90 | 9 of 10 | ||
| 66794 | alanine metabolism | 89.66 | 26 of 29 | ||
| 66794 | valine metabolism | 88.89 | 8 of 9 | ||
| 66794 | CO2 fixation in Crenarchaeota | 88.89 | 8 of 9 | ||
| 66794 | glutamate and glutamine metabolism | 85.71 | 24 of 28 | ||
| 66794 | phenylalanine metabolism | 84.62 | 11 of 13 | ||
| 66794 | leucine metabolism | 84.62 | 11 of 13 | ||
| 66794 | proline metabolism | 81.82 | 9 of 11 | ||
| 66794 | pentose phosphate pathway | 81.82 | 9 of 11 | ||
| 66794 | pyrimidine metabolism | 80 | 36 of 45 | ||
| 66794 | glycogen metabolism | 80 | 4 of 5 | ||
| 66794 | 4-hydroxyphenylacetate degradation | 80 | 8 of 10 | ||
| 66794 | flavin biosynthesis | 80 | 12 of 15 | ||
| 66794 | peptidoglycan biosynthesis | 80 | 12 of 15 | ||
| 66794 | citric acid cycle | 78.57 | 11 of 14 | ||
| 66794 | molybdenum cofactor biosynthesis | 77.78 | 7 of 9 | ||
| 66794 | NAD metabolism | 77.78 | 14 of 18 | ||
| 66794 | serine metabolism | 77.78 | 7 of 9 | ||
| 66794 | urea cycle | 76.92 | 10 of 13 | ||
| 66794 | butanoate fermentation | 75 | 3 of 4 | ||
| 66794 | CMP-KDO biosynthesis | 75 | 3 of 4 | ||
| 66794 | glycogen biosynthesis | 75 | 3 of 4 | ||
| 66794 | isoleucine metabolism | 75 | 6 of 8 | ||
| 66794 | lysine metabolism | 73.81 | 31 of 42 | ||
| 66794 | methionine metabolism | 73.08 | 19 of 26 | ||
| 66794 | d-xylose degradation | 72.73 | 8 of 11 | ||
| 66794 | purine metabolism | 72.34 | 68 of 94 | ||
| 66794 | cardiolipin biosynthesis | 71.43 | 5 of 7 | ||
| 66794 | glutathione metabolism | 71.43 | 10 of 14 | ||
| 66794 | propanol degradation | 71.43 | 5 of 7 | ||
| 66794 | non-pathway related | 71.05 | 27 of 38 | ||
| 66794 | tryptophan metabolism | 71.05 | 27 of 38 | ||
| 66794 | arginine metabolism | 70.83 | 17 of 24 | ||
| 66794 | glycolysis | 70.59 | 12 of 17 | ||
| 66794 | cyanate degradation | 66.67 | 2 of 3 | ||
| 66794 | acetyl CoA biosynthesis | 66.67 | 2 of 3 | ||
| 66794 | acetoin degradation | 66.67 | 2 of 3 | ||
| 66794 | oxidative phosphorylation | 65.93 | 60 of 91 | ||
| 66794 | isoprenoid biosynthesis | 65.38 | 17 of 26 | ||
| 66794 | ketogluconate metabolism | 62.5 | 5 of 8 | ||
| 66794 | 6-hydroxymethyl-dihydropterin diphosphate biosynthesis | 62.5 | 5 of 8 | ||
| 66794 | lipid metabolism | 61.29 | 19 of 31 | ||
| 66794 | cysteine metabolism | 61.11 | 11 of 18 | ||
| 66794 | metabolism of amino sugars and derivatives | 60 | 3 of 5 | ||
| 66794 | 3-chlorocatechol degradation | 60 | 3 of 5 | ||
| 66794 | factor 420 biosynthesis | 60 | 3 of 5 | ||
| 66794 | reductive acetyl coenzyme A pathway | 57.14 | 4 of 7 | ||
| 66794 | d-mannose degradation | 55.56 | 5 of 9 | ||
| 66794 | histidine metabolism | 55.17 | 16 of 29 | ||
| 66794 | sulfate reduction | 53.85 | 7 of 13 | ||
| 66794 | dTDPLrhamnose biosynthesis | 50 | 4 of 8 | ||
| 66794 | degradation of sugar alcohols | 50 | 8 of 16 | ||
| 66794 | toluene degradation | 50 | 2 of 4 | ||
| 66794 | degradation of pentoses | 50 | 14 of 28 | ||
| 66794 | androgen and estrogen metabolism | 50 | 8 of 16 | ||
| 66794 | ribulose monophosphate pathway | 50 | 1 of 2 | ||
| 66794 | myo-inositol biosynthesis | 50 | 5 of 10 | ||
| 66794 | pantothenate biosynthesis | 50 | 3 of 6 | ||
| 66794 | coenzyme M biosynthesis | 50 | 5 of 10 | ||
| 66794 | glycolate and glyoxylate degradation | 50 | 3 of 6 | ||
| 66794 | ethanol fermentation | 50 | 1 of 2 | ||
| 66794 | glycine metabolism | 50 | 5 of 10 | ||
| 66794 | phenylmercury acetate degradation | 50 | 1 of 2 | ||
| 66794 | quinate degradation | 50 | 1 of 2 | ||
| 66794 | biotin biosynthesis | 50 | 2 of 4 | ||
| 66794 | degradation of sugar acids | 48 | 12 of 25 | ||
| 66794 | lipid A biosynthesis | 44.44 | 4 of 9 | ||
| 66794 | arachidonic acid metabolism | 44.44 | 8 of 18 | ||
| 66794 | ubiquinone biosynthesis | 42.86 | 3 of 7 | ||
| 66794 | tyrosine metabolism | 42.86 | 6 of 14 | ||
| 66794 | degradation of aromatic, nitrogen containing compounds | 41.67 | 5 of 12 | ||
| 66794 | ascorbate metabolism | 40.91 | 9 of 22 | ||
| 66794 | phenylacetate degradation (aerobic) | 40 | 2 of 5 | ||
| 66794 | gallate degradation | 40 | 2 of 5 | ||
| 66794 | arachidonate biosynthesis | 40 | 2 of 5 | ||
| 66794 | polyamine pathway | 39.13 | 9 of 23 | ||
| 66794 | phenylpropanoid biosynthesis | 38.46 | 5 of 13 | ||
| 66794 | phosphatidylethanolamine bioynthesis | 38.46 | 5 of 13 | ||
| 66794 | carnitine metabolism | 37.5 | 3 of 8 | ||
| 66794 | vitamin B6 metabolism | 36.36 | 4 of 11 | ||
| 66794 | carotenoid biosynthesis | 36.36 | 8 of 22 | ||
| 66794 | metabolism of disaccharids | 36.36 | 4 of 11 | ||
| 66794 | enterobactin biosynthesis | 33.33 | 1 of 3 | ||
| 66794 | (5R)-carbapenem carboxylate biosynthesis | 33.33 | 1 of 3 | ||
| 66794 | selenocysteine biosynthesis | 33.33 | 2 of 6 | ||
| 66794 | 4-hydroxymandelate degradation | 33.33 | 3 of 9 | ||
| 66794 | octane oxidation | 33.33 | 1 of 3 | ||
| 66794 | degradation of hexoses | 33.33 | 6 of 18 | ||
| 66794 | allantoin degradation | 33.33 | 3 of 9 | ||
| 66794 | IAA biosynthesis | 33.33 | 1 of 3 | ||
| 66794 | ginsenoside metabolism | 31.25 | 5 of 16 | ||
| 66794 | bile acid biosynthesis, neutral pathway | 29.41 | 5 of 17 | ||
| 66794 | benzoyl-CoA degradation | 28.57 | 2 of 7 | ||
| 66794 | cholesterol biosynthesis | 27.27 | 3 of 11 | ||
| 66794 | lactate fermentation | 25 | 1 of 4 | ||
| 66794 | phenol degradation | 25 | 5 of 20 | ||
| 66794 | cyclohexanol degradation | 25 | 1 of 4 | ||
| 66794 | vitamin E metabolism | 25 | 1 of 4 | ||
| 66794 | alginate biosynthesis | 25 | 1 of 4 | ||
| 66794 | nitrate assimilation | 22.22 | 2 of 9 | ||
| 66794 | chlorophyll metabolism | 22.22 | 4 of 18 |
| Cat1 | Cat2 | Cat3 | |
|---|---|---|---|
| #Environmental | #Terrestrial | #Salt marsh | |
| #Environmental | #Terrestrial | #Soil | |
| #Condition | #Saline | - |
Global distribution of 16S sequence AB681790 (>99% sequence identity) for Halobacillus from Microbeatlas ![]()
| @ref | Description | Assembly level | INSDC accession | BV-BRC accession | IMG accession | NCBI tax ID | Score | |
|---|---|---|---|---|---|---|---|---|
| 66792 | ASM28451v1 assembly for Halobacillus halophilus DSM 2266 type strain: DSM 2266 | complete | 866895 | 98.48 |
| @ref | Description | Accession | Length | Database | NCBI tax ID | |
|---|---|---|---|---|---|---|
| 67770 | Halobacillus halophilus gene for 16S rRNA, partial sequence, strain: NBRC 102448 | AB681790 | 1492 | 1570 |
| @ref | Trait | Model | Prediction | Confidence in % | In training data |
|---|---|---|---|---|---|
| 125439 | spore_formation | BacteriaNetⓘ | yes | 96.40 | no |
| 125439 | motility | BacteriaNetⓘ | yes | 91.40 | no |
| 125439 | gram_stain | BacteriaNetⓘ | variable | 84.30 | no |
| 125439 | oxygen_tolerance | BacteriaNetⓘ | obligate aerobe | 92.10 | no |
| @ref | Trait | Model | Prediction | Confidence in % | In training data |
|---|---|---|---|---|---|
| 125438 | gram-positive | gram-positiveⓘ | yes | 83.32 | yes |
| 125438 | anaerobic | anaerobicⓘ | no | 91.64 | no |
| 125438 | aerobic | aerobicⓘ | yes | 76.72 | no |
| 125438 | spore-forming | spore-formingⓘ | yes | 95.07 | yes |
| 125438 | thermophilic | thermophileⓘ | no | 92.49 | yes |
| 125438 | flagellated | motile2+ⓘ | yes | 80.43 | no |
| Topic | Title | Authors | Journal | DOI | Year | |
|---|---|---|---|---|---|---|
| Genetics | Comparative genomics analysis of Bacillus altitudinis G03 provides insights into its biocontrol and probiotic traits. | Chen D, Lin J, Yan Y, Pi J, Xu JF, Chen L. | BMC Genomics | 10.1186/s12864-025-11842-0 | 2025 | |
| Genetics | Integrated Genomic and Phenotypic Analysis of Bacillus safensis LG01 Highlights Its Prospects in Biotechnology and Biocontrol. | Yang L, Shuai Y, Ren J, Yang Y, Jiang Z, Lu Y, Ge Z. | Microorganisms | 10.3390/microorganisms13112605 | 2025 | |
| Draft Genome Sequence of Exiguobacterium sp. Strain N5, Isolated from a Recreational Freshwater Kettle Lake in Ontario. | Bryan N, Anderson R, Lawal OU, Parreira VR, Goodridge L. | Microbiol Resour Announc | 10.1128/mra.01261-22 | 2023 | ||
| The polyextremophile Natranaerobius thermophilus adopts a dual adaptive strategy to long-term salinity stress, simultaneously accumulating compatible solutes and K. | Xing Q, Zhang S, Tao X, Mesbah NM, Mao X, Wang H, Wiegel J, Zhao B. | Appl Environ Microbiol | 10.1128/aem.00145-24 | 2024 | ||
| Genetics | Exploring the diversity and genomics of cultivable Bacillus-related endophytic bacteria from the medicinal plant Galium aparine L. | Rutkowska N, Daroch M, Marchut-Mikolajczyk O. | Front Microbiol | 10.3389/fmicb.2025.1612860 | 2025 | |
| Genetics | Draft genome sequence of potato crop bacterial isolates and nanoparticles-intervention for the induction of secondary metabolites biosynthesis. | Al-Theyab N, Alrasheed O, Abuelizz HA, Liang M. | Saudi Pharm J | 10.1016/j.jsps.2023.04.016 | 2023 | |
| Genomic Analysis of Endophytic Bacillus-Related Strains Isolated from the Medicinal Plant Origanum vulgare L. Revealed the Presence of Metabolic Pathways Involved in the Biosynthesis of Bioactive Compounds. | Semenzato G, Alonso-Vasquez T, Del Duca S, Vassallo A, Riccardi C, Zaccaroni M, Mucci N, Padula A, Emiliani G, Palumbo Piccionello A, Puglia AM, Fani R. | Microorganisms | 10.3390/microorganisms10050919 | 2022 | ||
| Identification of Trans-4-Hydroxy-L-Proline as a Compatible Solute and Its Biosynthesis and Molecular Characterization in Halobacillus halophilus. | Kim KH, Jia B, Jeon CO. | Front Microbiol | 10.3389/fmicb.2017.02054 | 2017 | ||
| Culturable bacteria diversity in stem liquid and resina from Populus euphratica and screening of plant growth-promoting bacteria. | Anwar N, Jiang Y, Ma W, Yao Y, Li J, Ababaikeli G, Li G, Ma T. | BMC Microbiol | 10.1186/s12866-022-02731-7 | 2022 | ||
| Whole genome sequencing and comparative genomic analyses of Planococcus alpniumensis MSAK28401T, a new species isolated from Antarctic krill. | Wang Y, Ma L, He J, Liu Z, Weng S, Wang L, He J, Guo C. | BMC Microbiol | 10.1186/s12866-021-02347-3 | 2021 | ||
| Sulfur-Oxidizing Bacteria Alleviate Salt and Cadmium Stress in Halophyte Tripolium pannonicum (Jacq.) Dobrocz. | Kozminska A, Kaminska I, Hanus-Fajerska E. | Int J Mol Sci | 10.3390/ijms25052455 | 2024 | ||
| An Efficient Minimum Free Energy Structure-Based Search Method for Riboswitch Identification Based on Inverse RNA Folding. | Drory Retwitzer M, Kifer I, Sengupta S, Yakhini Z, Barash D. | PLoS One | 10.1371/journal.pone.0134262 | 2015 | ||
| Metabolism | Genome-scale metabolic network reconstruction and in silico flux analysis of the thermophilic bacterium Thermus thermophilus HB27. | Lee NR, Lakshmanan M, Aggarwal S, Song JW, Karimi IA, Lee DY, Park JB. | Microb Cell Fact | 10.1186/1475-2859-13-61 | 2014 | |
| Pathogenicity | Tetramethylpyrazine-Inducible Promoter Region from Rhodococcus jostii TMP1. | Stanislauskiene R, Kutanovas S, Kaliniene L, Bratchikov M, Meskys R. | Molecules | 10.3390/molecules23071530 | 2018 | |
| Dissemination of 6S RNA among bacteria. | Wehner S, Damm K, Hartmann RK, Marz M. | RNA Biol | 10.4161/rna.29894 | 2014 | ||
| Metabolism | Chloride, a new environmental signal molecule involved in gene regulation in a moderately halophilic bacterium, Halobacillus halophilus. | Roessler M, Muller V. | J Bacteriol | 10.1128/jb.184.22.6207-6215.2002 | 2002 | |
| Validating an Automated Nucleic Acid Extraction Device for Omics in Space Using Whole Cell Microbial Reference Standards. | Urbaniak C, Wong S, Tighe S, Arumugam A, Liu B, Parker CW, Wood JM, Singh NK, Skorupa DJ, Peyton BM, Jenson R, Karouia F, Dragon J, Venkateswaran K. | Front Microbiol | 10.3389/fmicb.2020.01909 | 2020 | ||
| Quantitative and physiological analyses of chloride dependence of growth of halobacillus halophilus | Roessler M, Muller V. | Appl Environ Microbiol | 10.1128/aem.64.10.3813-3817.1998 | 1998 | ||
| Genetics | Osmotic Adaptation and Compatible Solute Biosynthesis of Phototrophic Bacteria as Revealed from Genome Analyses. | Imhoff JF, Rahn T, Kunzel S, Keller A, Neulinger SC. | Microorganisms | 10.3390/microorganisms9010046 | 2020 | |
| Genetics | Genomic Methods and Microbiological Technologies for Profiling Novel and Extreme Environments for the Extreme Microbiome Project (XMP). | Tighe S, Afshinnekoo E, Rock TM, McGrath K, Alexander N, McIntyre A, Ahsanuddin S, Bezdan D, Green SJ, Joye S, Stewart Johnson S, Baldwin DA, Bivens N, Ajami N, Carmical JR, Herriott IC, Colwell R, Donia M, Foox J, Greenfield N, Hunter T, Hoffman J, Hyman J, Jorgensen E, Krawczyk D, Lee J, Levy S, Garcia-Reyero N, Settles M, Thomas K, Gomez F, Schriml L, Kyrpides N, Zaikova E, Penterman J, Mason CE. | J Biomol Tech | 10.7171/jbt.17-2801-004 | 2017 | |
| The GbsR Family of Transcriptional Regulators: Functional Characterization of the OpuAR Repressor. | Ronzheimer S, Warmbold B, Arnhold C, Bremer E. | Front Microbiol | 10.3389/fmicb.2018.02536 | 2018 | ||
| Biology of moderately halophilic aerobic bacteria. | Ventosa A, Nieto JJ, Oren A. | Microbiol Mol Biol Rev | 10.1128/mmbr.62.2.504-544.1998 | 1998 | ||
| Genetics | Microbial culturomics to isolate halophilic bacteria from table salt: genome sequence and description of the moderately halophilic bacterium Bacillus salis sp. nov. | Seck EH, Diop A, Armstrong N, Delerce J, Fournier PE, Raoult D, Khelaifia S. | New Microbes New Infect | 10.1016/j.nmni.2017.12.006 | 2018 | |
| Genetics | Microbial culturomics unravels the halophilic microbiota repertoire of table salt: description of Gracilibacillus massiliensis sp. nov. | Diop A, Khelaifia S, Armstrong N, Labas N, Fournier PE, Raoult D, Million M. | Microb Ecol Health Dis | 10.3402/mehd.v27.32049 | 2016 | |
| Phylogeny | Halobacillus andaensis sp. nov., a moderately halophilic bacterium isolated from saline and alkaline soil. | Wang K, Zhang L, Yang Y, Pan Y, Meng L, Liu H, Hong S, Huang H, Jiang J | Int J Syst Evol Microbiol | 10.1099/ijs.0.000198 | 2015 | |
| Phylogeny | Sporosarcina halophila sp. nov., an Obligate, Slightly Halophilic Bacterium from Salt Marsh Soils. | Claus D, Fahmy F, Rolf HJ, Tosunoglu N | Syst Appl Microbiol | 10.1016/S0723-2020(83)80007-1 | 1983 |
| #1011 | Leibniz Institut DSMZ-Deutsche Sammlung von Mikroorganismen und Zellkulturen GmbH ; Curators of the DSMZ; DSM 2266 |
| #20215 | Parte, A.C., Sardà Carbasse, J., Meier-Kolthoff, J.P., Reimer, L.C. and Göker, M.: List of Prokaryotic names with Standing in Nomenclature (LPSN) moves to the DSMZ. IJSEM ( DOI 10.1099/ijsem.0.004332 ) |
| #22983 | S. SPRING,W. LUDWIG,M. C. MARQUEZ,A. VENTOSA,K.-H. SCHLEIFER: Halobacillus gen. nov., with Descriptions of Halobacillus litoralis sp. nov. and Halobacillus trueperi sp. nov., and Transfer of Sporosarcina halophila to Halobacillus halophilus comb. nov.. IJSEM 46: 492 - 496 1996 ( DOI 10.1099/00207713-46-2-492 ) |
| #66792 | Julia Koblitz, Joaquim Sardà, Lorenz Christian Reimer, Boyke Bunk, Jörg Overmann: Automatically annotated for the DiASPora project (Digital Approaches for the Synthesis of Poorly Accessible Biodiversity Information) . |
| #66794 | Antje Chang, Lisa Jeske, Sandra Ulbrich, Julia Hofmann, Julia Koblitz, Ida Schomburg, Meina Neumann-Schaal, Dieter Jahn, Dietmar Schomburg: BRENDA, the ELIXIR core data resource in 2021: new developments and updates. Nucleic Acids Res. 49: D498 - D508 2020 ( DOI 10.1093/nar/gkaa1025 , PubMed 33211880 ) |
| #67770 | Japan Collection of Microorganism (JCM) ; Curators of the JCM; |
| #69479 | João F Matias Rodrigues, Janko Tackmann,Gregor Rot, Thomas SB Schmidt, Lukas Malfertheiner, Mihai Danaila,Marija Dmitrijeva, Daniela Gaio, Nicolas Näpflin and Christian von Mering. University of Zurich.: MicrobeAtlas 1.0 beta . |
| #125438 | Julia Koblitz, Lorenz Christian Reimer, Rüdiger Pukall, Jörg Overmann: Predicting bacterial phenotypic traits through improved machine learning using high-quality, curated datasets. 2024 ( DOI 10.1101/2024.08.12.607695 ) |
| #125439 | Philipp Münch, René Mreches, Martin Binder, Hüseyin Anil Gündüz, Xiao-Yin To, Alice McHardy: deepG: Deep Learning for Genome Sequence Data. R package version 0.3.1 . |
| #126262 | A. Lissin, I. Schober, J. F. Witte, H. Lüken, A. Podstawka, J. Koblitz, B. Bunk, P. Dawyndt, P. Vandamme, P. de Vos, J. Overmann, L. C. Reimer: StrainInfo—the central database for linked microbial strain identifiers. ( DOI 10.1093/database/baaf059 ) |
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