Strain identifier
BacDive ID: 2297
Type strain: ![]()
Species: Brevundimonas diminuta
Strain history: CIP <- 1987, NCIB, Pseudomonas diminuta <- C.R.S. Byrne <- ATCC <- FDA: strain PCI 818, Pseudomonas sp. <- F. Bowman
NCBI tax ID(s): 293 (species)
General
@ref: 839
BacDive-ID: 2297
DSM-Number: 1635
keywords: genome sequence, 16S sequence, Bacteria, obligate aerobe, mesophilic, Gram-negative, rod-shaped, antibiotic resistance
description: Brevundimonas diminuta DSM 1635 is an obligate aerobe, mesophilic, Gram-negative bacterium that has multiple antibiotic resistances and was isolated from Contaminant.
NCBI tax id
- NCBI tax id: 293
- Matching level: species
strain history
| @ref | history |
|---|---|
| 839 | <- ATCC <- FDA; PCI 818 <- F. Bowman |
| 67770 | ATCC 19146 <-- FDA strain PCI 818 <-- F. Bowman. |
| 118937 | CIP <- 1987, NCIB, Pseudomonas diminuta <- C.R.S. Byrne <- ATCC <- FDA: strain PCI 818, Pseudomonas sp. <- F. Bowman |
doi: 10.13145/bacdive2297.20250331.9.3
Name and taxonomic classification
LPSN
- @ref: 20215
- description: domain/bacteria
- keyword: phylum/pseudomonadota
- domain: Bacteria
- phylum: Pseudomonadota
- class: Alphaproteobacteria
- order: Caulobacterales
- family: Caulobacteraceae
- genus: Brevundimonas
- species: Brevundimonas diminuta
- full scientific name: Brevundimonas diminuta (Leifson and Hugh 1954) Segers et al. 1994
synonyms
- @ref: 20215
- synonym: Pseudomonas diminuta
@ref: 839
domain: Bacteria
phylum: Proteobacteria
class: Alphaproteobacteria
order: Rhizobiales
family: Caulobacteraceae
genus: Brevundimonas
species: Brevundimonas diminuta
full scientific name: Brevundimonas diminuta (Leifson and Hugh 1954) Segers et al. 1994
type strain: no
Morphology
cell morphology
| @ref | gram stain | cell shape | motility | confidence |
|---|---|---|---|---|
| 118937 | negative | rod-shaped | no | |
| 125439 | negative | 94 | ||
| 125438 | negative | 97 |
pigmentation
- @ref: 118937
- production: no
- name: Pyocyanin
Culture and growth conditions
culture medium
| @ref | name | growth | link | composition |
|---|---|---|---|---|
| 839 | NUTRIENT AGAR (DSMZ Medium 1) | yes | https://mediadive.dsmz.de/medium/1 | Name: NUTRIENT AGAR (DSMZ Medium 1) Composition: Agar 15.0 g/l Peptone 5.0 g/l Meat extract 3.0 g/l Distilled water |
| 42085 | MEDIUM 29- Brain heart agar | yes | Distilled water make up to (1000.000 ml);Brain heart infusion agar (52.000 g) | |
| 118937 | CIP Medium 29 | yes | https://catalogue-crbip.pasteur.fr/fiche_milieu.xhtml?crbip=29 |
culture temp
| @ref | growth | type | temperature |
|---|---|---|---|
| 839 | positive | growth | 28 |
| 42085 | positive | growth | 30 |
| 67770 | positive | growth | 37 |
| 118937 | positive | growth | 10-37 |
| 118937 | no | growth | 5 |
| 118937 | no | growth | 41 |
| 118937 | no | growth | 45 |
Physiology and metabolism
oxygen tolerance
- @ref: 118937
- oxygen tolerance: obligate aerobe
antibiogram
- @ref: 839
- medium: Mueller-Hinton Agar
- Penicillin G: 0
- oxacillin: 0
- ampicillin: 0
- ticarcillin: 30
- mezlocillin: 30
- cefalotin: 14
- cefazolin: 0
- cefotaxime: 30
- aztreonam: 0
- imipenem: 32
- tetracycline: 40
- chloramphenicol: 38-40
- gentamycin: 20
- amikacin: 22
- vancomycin: 12
- erythromycin: 18
- lincomycin: 0
- ofloxacin: 12
- norfloxacin: 0
- colistin: 0
- pipemidic acid: 0
- nitrofurantoin: 0
- bacitracin: 18
- polymyxin b: 10
- kanamycin: 40-42
- neomycin: 22
- doxycycline: 46
- ceftriaxone: 26-28
- clindamycin: 10
- fosfomycin: 30
- moxifloxacin: 16-18
- linezolid: 26-28
- nystatin: 0
- quinupristin/dalfopristin: 0
- teicoplanin: 0
- piperacillin/tazobactam: 34
spore formation
- @ref: 125439
- spore formation: no
- confidence: 90.1
halophily
| @ref | salt | growth | tested relation | concentration |
|---|---|---|---|---|
| 118937 | NaCl | positive | growth | 0-2 % |
| 118937 | NaCl | no | growth | 4 % |
| 118937 | NaCl | no | growth | 6 % |
| 118937 | NaCl | no | growth | 8 % |
| 118937 | NaCl | no | growth | 10 % |
metabolite utilization
| @ref | Chebi-ID | metabolite | utilization activity | kind of utilization tested |
|---|---|---|---|---|
| 118937 | 17632 | nitrate | - | reduction |
| 118937 | 16301 | nitrite | - | reduction |
| 118937 | 17632 | nitrate | - | respiration |
| 68369 | 25115 | malate | - | assimilation |
| 68369 | 17128 | adipate | - | assimilation |
| 68369 | 27689 | decanoate | - | assimilation |
| 68369 | 24265 | gluconate | - | assimilation |
| 68369 | 17306 | maltose | - | assimilation |
| 68369 | 59640 | N-acetylglucosamine | - | assimilation |
| 68369 | 16899 | D-mannitol | - | assimilation |
| 68369 | 16024 | D-mannose | - | assimilation |
| 68369 | 30849 | L-arabinose | - | assimilation |
| 68369 | 17634 | D-glucose | - | assimilation |
| 68369 | 5291 | gelatin | - | hydrolysis |
| 68369 | 4853 | esculin | - | hydrolysis |
| 68369 | 16199 | urea | - | hydrolysis |
| 68369 | 29016 | arginine | - | hydrolysis |
| 68369 | 17634 | D-glucose | - | fermentation |
| 68369 | 27897 | tryptophan | - | energy source |
| 68369 | 17632 | nitrate | - | reduction |
metabolite production
| @ref | Chebi-ID | metabolite | production |
|---|---|---|---|
| 68369 | 35581 | indole | no |
| 118937 | 35581 | indole | no |
metabolite tests
| @ref | Chebi-ID | metabolite | indole test | voges-proskauer-test |
|---|---|---|---|---|
| 68369 | 35581 | indole | - | |
| 118937 | 15688 | acetoin | - |
enzymes
| @ref | value | activity | ec |
|---|---|---|---|
| 68382 | alpha-fucosidase | - | 3.2.1.51 |
| 68382 | alpha-mannosidase | - | 3.2.1.24 |
| 68382 | beta-glucosidase | - | 3.2.1.21 |
| 68382 | beta-glucuronidase | - | 3.2.1.31 |
| 68382 | alpha-glucosidase | - | 3.2.1.20 |
| 68382 | alpha-galactosidase | - | 3.2.1.22 |
| 68382 | beta-galactosidase | - | 3.2.1.23 |
| 68382 | naphthol-AS-BI-phosphohydrolase | + | |
| 68382 | alpha-chymotrypsin | + | 3.4.21.1 |
| 68382 | trypsin | + | 3.4.21.4 |
| 68382 | valine arylamidase | - | |
| 68382 | cystine arylamidase | - | 3.4.11.3 |
| 68382 | leucine arylamidase | + | 3.4.11.1 |
| 68382 | lipase (C 14) | - | |
| 68382 | esterase (C 4) | + | |
| 68382 | esterase lipase (C 8) | + | |
| 68382 | alkaline phosphatase | + | 3.1.3.1 |
| 118937 | oxidase | + | |
| 118937 | beta-galactosidase | - | 3.2.1.23 |
| 118937 | alcohol dehydrogenase | - | 1.1.1.1 |
| 118937 | gelatinase | - | |
| 118937 | amylase | - | |
| 118937 | DNase | - | |
| 118937 | caseinase | - | 3.4.21.50 |
| 118937 | catalase | + | 1.11.1.6 |
| 118937 | tween esterase | - | |
| 118937 | lecithinase | - | |
| 118937 | lysine decarboxylase | - | 4.1.1.18 |
| 118937 | ornithine decarboxylase | - | 4.1.1.17 |
| 118937 | phenylalanine ammonia-lyase | - | 4.3.1.24 |
| 118937 | tryptophan deaminase | - | |
| 118937 | urease | - | 3.5.1.5 |
| 68382 | acid phosphatase | + | 3.1.3.2 |
| 68369 | cytochrome oxidase | + | 1.9.3.1 |
| 68369 | gelatinase | - | |
| 68369 | beta-glucosidase | - | 3.2.1.21 |
| 68369 | urease | - | 3.5.1.5 |
| 68369 | arginine dihydrolase | - | 3.5.3.6 |
fatty acid profile
fatty acids
@ref fatty acid percentage ECL 48015 C14:0 1.4 14 48015 C15:0 1.4 15 48015 C16:0 27.2 16 48015 C17:0 1 17 48015 C12:0 3OH 2.5 13.455 48015 C13:0 ISO 2OH 2.2 13.814 48015 C16:1 ω7c 1.9 15.819 48015 C17:1 ω8c 1.2 16.792 48015 C18:1 ω7c /12t/9t 56.8 17.824 48015 C19:0 CYCLO ω8c 3.6 18.9 48015 Unidentified 0.9 - type of FA analysis: whole cell analysis
- method/protocol: CCUG
API zym
| @ref | Control | Alkaline phosphatase | Esterase | Esterase Lipase | Lipase | Leucine arylamidase | Valine arylamidase | Cystine arylamidase | Trypsin | alpha- Chymotrypsin | Acid phosphatase | Naphthol-AS-BI-phosphohydrolase | alpha- Galactosidase | beta- Galactosidase | beta- Glucuronidase | alpha- Glucosidase | beta- Glucosidase | N-acetyl-beta- glucosaminidase | alpha- Mannosidase | alpha- Fucosidase |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48015 | - | + | + | + | - | + | - | - | + | + | + | + | - | - | - | - | - | - | - | - |
| 118937 | - | + | + | + | - | + | - | - | + | + | + | + | - | - | - | - | - | + | - | - |
API 20NE
| @ref | NO3 | TRP | GLU_ Ferm | ADH Arg | URE | ESC | GEL | PNPG | GLU_ Assim | ARA | MNE | MAN | NAG | MAL | GNT | CAP | ADI | MLT | CIT | PAC | OX |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48015 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | + |
API biotype100
| @ref | GLU | FRU | GAL | TRE | MNE | SBE | MEL | SAC | RAF | MTE | MAL | LAC | LTE | MbGa | MaGa | CEL | GEN | MbGu | ESC | RIB | ARA | XYL | PLE | RHA | FUC | MLZ | DARL | LARL | XLT | DUL | TAG | GLY | INO | MAN | MTL | TUR | SOR | ADO | HBG | LYX | ERY | MDG | 3MDG | SAT | MUC | LTAT | DTAT | MTAT | DMLT | LMLT | CATE | TATE | TTE | CIT | GRT | GAT | 2KG | 5KG | TRY | NAG | GNT | PAC | PAT | pOBE | QAT | GTE | mOBE | BAT | PPAT | CMT | TGE | BET | PCE | ABT | HIN | LAT | CAP | CYT | HIS | SUC | FUM | GRE | GYT | AVT | ETN | TTN | GLN | ITA | 3OBU | APT | GTT | PRO | DALA | LALA | SER | MNT | PROP | TYR | 2KT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 118937 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | + | - | - | - | - | + | + | - | - | - | - |
Isolation, sampling and environmental information
isolation
| @ref | sample type | host species |
|---|---|---|
| 48015 | Contaminant | |
| 67770 | Found as a contaminant in a culture of Bacillus cereus | Bacillus cereus |
| 118937 | Other, Contaminant of Bacillus cereus culture |
isolation source categories
| Cat1 | Cat2 | Cat3 |
|---|---|---|
| #Engineered | #Contamination | |
| #Engineered | #Laboratory | #Contaminant |
taxonmaps
- @ref: 69479
- File name: preview.99_3595.png
- url: https://microbeatlas.org/index.html?action=taxon&taxon_id=90_73;96_180;97_196;98_2755;99_3595&stattab=map
- Last taxonomy: Brevundimonas diminuta
- 16S sequence: LC383926
- Sequence Identity:
- Total samples: 4000
- soil counts: 454
- aquatic counts: 792
- animal counts: 2639
- plant counts: 115
Safety information
risk assessment
| @ref | pathogenicity human | biosafety level | biosafety level comment |
|---|---|---|---|
| 839 | yes, in single cases | 1 | Risk group (German classification) |
| 118937 | 1 | Risk group (French classification) |
Sequence information
16S sequences
| @ref | description | accession | length | database | NCBI tax ID |
|---|---|---|---|---|---|
| 20218 | Brevundimonas diminuta strain ATCC 19146 16S ribosomal RNA gene, partial sequence | DQ650706 | 434 | nuccore | 293 |
| 20218 | Brevundimonas diminuta strain ATCC 19146 16S ribosomal RNA gene, partial sequence | EU497053 | 1339 | nuccore | 293 |
| 20218 | B.diminuta 16S rRNA gene | X87274 | 1456 | nuccore | 293 |
| 67770 | Brevundimonas diminuta JCM 2428 gene for 16S ribosomal RNA, partial sequence | LC383926 | 1385 | nuccore | 293 |
| 124043 | Brevundimonas diminuta gene for 16S rRNA, partial sequence, strain: NBRC 14213. | AB680592 | 1388 | nuccore | 293 |
Genome sequences
| @ref | description | accession | assembly level | database | NCBI tax ID |
|---|---|---|---|---|---|
| 66792 | Brevundimonas diminuta strain ATCC(B) 19146 strain ATCC(B) 19146 strain ATCC(B) 19146 | 293.22 | complete | patric | 293 |
| 66792 | Brevundimonas diminuta strain NBRC 14213 | 293.23 | wgs | patric | 293 |
| 67770 | Brevundimonas diminuta NBRC 14213 | GCA_006539485 | contig | ncbi | 293 |
| 67770 | Brevundimonas diminuta strain ATCC(B) 19146 chromosome, complete genome | CP035093 | ncbi | 293 |
Genome-based predictions
predictions
| @ref | model | trait | description | prediction | confidence | training_data |
|---|---|---|---|---|---|---|
| 125438 | gram-positive | gram-positive | Positive reaction to Gram-staining | no | 97 | no |
| 125438 | anaerobic | anaerobic | Ability to grow under anoxygenic conditions (including facultative anaerobes) | no | 85.906 | no |
| 125438 | spore-forming | spore-forming | Ability to form endo- or exospores | no | 89.321 | no |
| 125438 | aerobic | aerobic | Ability to grow under oxygenic conditions (including facultative aerobes) | yes | 85.058 | yes |
| 125438 | thermophile | thermophilic | Ability to grow at temperatures above or equal to 45°C | no | 97.5 | yes |
| 125438 | motile2+ | flagellated | Ability to perform flagellated movement | yes | 59.428 | no |
| 125439 | BacteriaNet | spore_formation | Ability to form endo- or exospores | no | 90.1 | |
| 125439 | BacteriaNet | motility | Ability to perform movement | yes | 72.2 | |
| 125439 | BacteriaNet | gram_stain | Reaction to gram-staining | negative | 94 | |
| 125439 | BacteriaNet | oxygen_tolerance | Oxygenic conditions needed for growth | aerobe | 88.6 |
External links
@ref: 839
culture collection no.: DSM 1635, ATCC 19146, CCUG 24715, LMG 10743, CCM 4623, PCI 818, JCM 2428, CECT 313, CGMCC 1.8867, CIP 103020, IFO 14213, NBRC 14213, NCIMB 11091
straininfo link
- @ref: 71855
- straininfo: 265207
literature
| topic | Pubmed-ID | title | authors | journal | year | mesh | topic2 | DOI |
|---|---|---|---|---|---|---|---|---|
| Enzymology | 1457036 | [RoTrac capillary pore membranes for laboratory filtration. II. Bacteria-free filtration]. | Gemende B, Heinrich B, Selassie GG, Knaack D, Witzleb W | Zentralbl Hyg Umweltmed | 1992 | Colony Count, Microbial, Filtration/*instrumentation, *Membranes, Artificial, Mycoplasma/growth & development/*isolation & purification, Pseudomonas/growth & development/*isolation & purification | Phylogeny | |
| 7780747 | Microbial retention characteristics of 0.2-microns-rated nylon membrane filters during filtration of high viscosity fluids at high differential pressure and varied temperatures. | Aranha H, Meeker J | PDA J Pharm Sci Technol | 1995 | Membranes, Artificial, Nylons, Pressure, Pseudomonas, Sterilization/*instrumentation, Temperature, Ultrafiltration/*instrumentation, Viscosity | |||
| Enzymology | 8696777 | Evaluation of recovery filters for use in bacterial retention testing of sterilizing-grade filters. | Carter J | PDA J Pharm Sci Technol | 1996 | *Filtration, Pseudomonas/*isolation & purification, Sterilization | Phylogeny | |
| Cultivation | 11766824 | Method for qualifying microbial removal performance of 0.1 micron rated filters. Part III: bacterial challenge tests on 0.2/0.22 and 0.1 micron rated filter cartridges with Hydrogenophaga (formerly Pseudomonas) pseudoflava. | Sundaram S, Eisenhuth J, Lewis M, Howard G Jr, Brandwein H | PDA J Pharm Sci Technol | 2001 | Acholeplasma/physiology, Bacteriological Techniques/methods/standards, Betaproteobacteria/growth & development/*isolation & purification/physiology, Caulobacter/physiology, Cellulose/*analogs & derivatives, Culture Media, *Drug Contamination/prevention & control, Micropore Filters, Nylons, Polyvinyls, Sterilization/*methods/*standards, Ultrafiltration/*methods | Enzymology | |
| Cultivation | 11977409 | Changes in the cell size of Brevundimonas diminuta using different growth agitation rates. | Lee SH, Lee SS, Kim CW | PDA J Pharm Sci Technol | 2002 | Bacteriological Techniques, Caulobacter/*cytology/growth & development, Culture Media, Micropore Filters/standards, Microscopy, Electron, Scanning, Particle Size, Ultrafiltration, Vibration | ||
| Enzymology | 20495940 | Quantitative real-time PCR and fluorescence in situ hybridization approaches for enumerating Brevundimonas diminuta in drinking water. | Donofrio RS, Bestervelt LL, Saha R, Bagley ST | J Ind Microbiol Biotechnol | 2010 | Bacterial Load/*methods, Bacterial Proteins/genetics, Caulobacteraceae/*isolation & purification, DNA Gyrase/genetics, In Situ Hybridization, Fluorescence/*methods, Polymerase Chain Reaction/*methods, Sensitivity and Specificity, Sigma Factor/genetics, *Water Microbiology, *Water Supply | Phylogeny | 10.1007/s10295-010-0738-1 |
| 21502070 | The importance of accurate microorganism identification in microbial challenge tests of membrane filters--part I. | Kaesler I, Haake G, Hennig H, Rosenhagen A, Meltzer TH, Jornitz MW | PDA J Pharm Sci Technol | 2011 | Bacteria, Filtration, Microbial Sensitivity Tests, Micropore Filters, *Sterilization, *Ultrafiltration | 65/2/92 | ||
| 22767883 | The Importance of Accurate Microorganism Identification in Microbial Challenge Tests of Membrane Filters. Part II. The Comparison of Hydrogenophaga pseudoflava ATTC 33668 and Curvibacter sp. ATCC 700892 by Microbial Challenge Tests with Membrane Filters. | Haake G, Kaesler-Neumann I, Hennig H, Meltzer TH, Jornitz MW | PDA J Pharm Sci Technol | 2012 | Colony Count, Microbial, Comamonadaceae, *Filtration, Microbial Sensitivity Tests, Micropore Filters, Sterilization, *Ultrafiltration | 10.5731/pdajpst.2012.00876 | ||
| Enzymology | 28073586 | Experimental comparison of point-of-use filters for drinking water ultrafiltration. | Totaro M, Valentini P, Casini B, Miccoli M, Costa AL, Baggiani A | J Hosp Infect | 2016 | Caulobacteraceae/isolation & purification, Drinking Water/*microbiology, *Point-of-Care Systems, Pseudomonas aeruginosa/isolation & purification, Ultrafiltration/*methods, Water Purification/*methods | Phylogeny | 10.1016/j.jhin.2016.11.017 |
Reference
| @id | authors | catalogue | doi/url | title | journal | pubmed |
|---|---|---|---|---|---|---|
| 839 | Curators of the DSMZ | Leibniz Institut DSMZ-Deutsche Sammlung von Mikroorganismen und Zellkulturen GmbH (DSM 1635) | https://www.dsmz.de/collection/catalogue/details/culture/DSM-1635 | |||
| 20215 | Parte, A.C., Sardà Carbasse, J., Meier-Kolthoff, J.P., Reimer, L.C. and Göker, M. | 10.1099/ijsem.0.004332 | List of Prokaryotic names with Standing in Nomenclature (LPSN) moves to the DSMZ | |||
| 20218 | Verslyppe, B., De Smet, W., De Baets, B., De Vos, P., Dawyndt P. | 10.1016/j.syapm.2013.11.002 | StrainInfo introduces electronic passports for microorganisms. | Syst Appl Microbiol. 37: 42-50 2014 | 24321274 | |
| 42085 | Curators of the CIP | https://brclims.pasteur.fr/brcWeb/souche/detail/1/14771 | ||||
| 48015 | Curators of the CCUG | Culture Collection University of Gothenburg (CCUG) (CCUG 24715) | https://www.ccug.se/strain?id=24715 | |||
| 66792 | Julia Koblitz, Joaquim Sardà, Lorenz Christian Reimer, Boyke Bunk, Jörg Overmann | https://diaspora-project.de/progress.html#genomes | Automatically annotated for the DiASPora project (Digital Approaches for the Synthesis of Poorly Accessible Biodiversity Information) | |||
| 67770 | Curators of the JCM | https://jcm.brc.riken.jp/en/ | ||||
| 68369 | Automatically annotated from API 20NE | |||||
| 68382 | Automatically annotated from API zym | |||||
| 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. | https://microbeatlas.org/ | MicrobeAtlas 1.0 beta | |||
| 71855 | Reimer, L.C., Lissin, A.,Schober, I., Witte,J.F., Podstawka, A., Lüken, H., Bunk, B.,Overmann, J. | 10.60712/SI-ID265207.1 | StrainInfo: A central database for resolving microbial strain identifiers | |||
| 118937 | Curators of the CIP | Collection of Institut Pasteur (CIP 103020) | https://catalogue-crbip.pasteur.fr/fiche_catalogue.xhtml?crbip=CIP%20103020 | |||
| 124043 | Isabel Schober, Julia Koblitz | Data extracted from sequence databases, automatically matched based on designation and taxonomy | ||||
| 125438 | Julia Koblitz, Lorenz Christian Reimer, Rüdiger Pukall, Jörg Overmann | 10.1101/2024.08.12.607695 | Predicting bacterial phenotypic traits through improved machine learning using high-quality, curated datasets | |||
| 125439 | Philipp Münch, René Mreches, Martin Binder, Hüseyin Anil Gündüz, Xiao-Yin To, Alice McHardy | https://github.com/GenomeNet/deepG | deepG: Deep Learning for Genome Sequence Data. R package version 0.3.1 |