Strain identifier
BacDive ID: 10749
Type strain: ![]()
Species: Nocardia salmonicida subsp. cummidelens
Strain Designation: W30
Strain history: CIP <- 2001, NCIMB <- M. Goodfellow, Newcastle Univ, UK, strain: W30 <- L. Maldonado
NCBI tax ID(s): 2800120 (subspecies)
General
@ref: 11814
BacDive-ID: 10749
DSM-Number: 44488
keywords: genome sequence, 16S sequence, Bacteria, obligate aerobe, spore-forming, mesophilic, Gram-positive, rod-shaped
description: Nocardia salmonicida subsp. cummidelens W30 is an obligate aerobe, spore-forming, mesophilic bacterium that builds an aerial mycelium and was isolated from soil from river.
NCBI tax id
- NCBI tax id: 2800120
- Matching level: subspecies
strain history
| @ref | history |
|---|---|
| 11814 | <- M. Goodfellow; W30 |
| 67770 | NCIMB 13760 <-- M. Goodfellow W30. |
| 122660 | CIP <- 2001, NCIMB <- M. Goodfellow, Newcastle Univ, UK, strain: W30 <- L. Maldonado |
doi: 10.13145/bacdive10749.20250331.9.3
Name and taxonomic classification
LPSN
- @ref: 20215
- description: domain/bacteria
- keyword: phylum/actinomycetota
- domain: Bacteria
- phylum: Actinomycetota
- class: Actinomycetes
- order: Mycobacteriales
- family: Nocardiaceae
- genus: Nocardia
- species: Nocardia salmonicida subsp. cummidelens
- full scientific name: Nocardia salmonicida subsp. cummidelens (Maldonado et al. 2001) Nouioui et al. 2018
synonyms
@ref synonym 20215 Nocardia cummidelens 20215 Nocardia soli
@ref: 11814
domain: Bacteria
phylum: Actinobacteria
class: Actinobacteria
order: Mycobacteriales
family: Nocardiaceae
genus: Nocardia
species: Nocardia salmonicida subsp. cummidelens
full scientific name: Nocardia salmonicida subsp. cummidelens (Maldonado et al. 2001) Nouioui et al. 2018
strain designation: W30
type strain: yes
Morphology
cell morphology
| @ref | gram stain | cell shape | motility | confidence |
|---|---|---|---|---|
| 122660 | positive | rod-shaped | no | |
| 125439 | positive | 98.5 | ||
| 125438 | positive | 92.205 |
colony morphology
| @ref | colony color | incubation period | medium used |
|---|---|---|---|
| 20063 | Saffron yellow (1017) | 10-14 days | ISP 2 |
| 20063 | Beige (1001) | 10-14 days | ISP 3 |
| 20063 | Beige (1001) | 10-14 days | ISP 4 |
| 20063 | Saffron yellow (1017) | 10-14 days | ISP 5 |
| 20063 | Saffron yellow (1017) | 10-14 days | ISP 6 |
| 20063 | Saffron yellow (1017) | 10-14 days | ISP 7 |
| 122660 |
multicellular morphology
| @ref | forms multicellular complex | complex name | complex color | medium name |
|---|---|---|---|---|
| 20063 | yes | Aerial Mycelium | White | ISP 2 |
| 20063 | no | ISP 3 | ||
| 20063 | yes | Aerial Mycelium | ISP 4 | |
| 20063 | yes | Aerial Mycelium | White | ISP 5 |
| 20063 | no | ISP 6 | ||
| 20063 | yes | Aerial Mycelium | White | ISP 7 |
Culture and growth conditions
culture medium
| @ref | name | growth | link | composition |
|---|---|---|---|---|
| 11814 | GYM STREPTOMYCES MEDIUM (DSMZ Medium 65) | yes | https://mediadive.dsmz.de/medium/65 | Name: GYM STREPTOMYCES MEDIUM (DSMZ Medium 65) Composition: Agar 18.0 g/l Malt extract 10.0 g/l Yeast extract 4.0 g/l Glucose 4.0 g/l CaCO3 2.0 g/l Distilled water |
| 20063 | ISP 2 | yes | Name: ISP 2 / Yeast Malt Agar (5265); 5265 Composition Malt extract 10.0 g/l Yeast extract 4.0 g/l Glucose 4.0 g/l Agar 15.0 g/l Preparation: Sterilisation: 20 minutes at 121°C pH before sterilisation: 7.0 Usage: Maintenance and Taxonomy Organisms: All Actinomycetes | |
| 20063 | ISP 3 | yes | Name: ISP 3; 5315 Composition Dog oat flakes 20.0 g/l Trace element solution (5314) 2.5 ml/l Agar 18.0 g/l Preparation: Oat flakes are cooked for 20 minutes, trace element solution and agar are added (in the case of non rolled oat flakes the suspension has to bee filtrated). Sterilisation: 20 minutes at 121°C pH before sterilisation: 7.8 Usage: Maintenance and taxonomy (e.g. SEM As liquid medium for metabolite production) Organisms: All Actinomycetes Trace element solution 5314 Name: Trace element solution 5314; 5314 Composition CaCl2 x H2O 3.0 g/l Fe-III-citrate 1.0 g/l MnSO4 0.2 g/l ZnCl2 0.1 g/l CuSO4 x 5 H2O 0.025 g/l Sodium tetra borate 0.2 g/l CoCl2 x 6 H2O 0.004 g/l Sodium molybdate 0.01 g/l Preparation: Use double destillated water. Sterilisation: 20 minutes at 121°C pH before sterilisation: Usage: Trace element solution for different media Organisms: | |
| 20063 | ISP 4 | yes | Name: ISP 4; DSM 547 Solution I: Difco soluble starch, 10.0 g. Make a paste of the starch with a small amount of cold distilled water and bring to a volume of 500 ml. Solution II: CaCO3 2.0 g K2HPO4 (anhydrous) 1.0 g MgSO4 x 7 H2O 1.0 g NaCl 1.0 g (NH4)2SO4 2.0 g Distilled water 500.0 ml Trace salt solution (see below) 1.0 ml The pH should be between 7.0 and 7.4. Do not adjust if it is within this range. Mix solutions I and II together. Add 20.0 g agar. Liquify agar by steaming at 100°C for 10 to 20 min. Trace element solution: FeSO4 x 7 H2O 0.1 g MnCl2 x 4 H2O 0.1 g ZnSO4 x 7 H2O 0.1 g Distilled water 100.0 ml | |
| 20063 | ISP 5 | yes | Name: ISP 5 (5323) Composition L-Asparagine 1.0 g/l Glycerol 10.0 g/l K2HPO4 1.0 g/l Salt solution (see preparation) 1.0 ml/l Agar 20.0 g/l Preparation: Salt solution 1.0 g FeSO4 x 7 H2O 1.0 g MnCl2 x 4 H2O 1.0 g ZNSO4 x 7 H2O in 100 ml water Sterilisation: 20 minutes at 121°C pH before sterilisation: 7.2 Usage: Maintenance and taxonomy Organisms: All Actinomycetes | |
| 20063 | ISP 6 | yes | Name: ISP 6 (5318) Composition Peptone 15.0 g/l Proteose peptose 5.0 g/l Ferric ammonium citrate 0.5 g/l Sodium glycerophosphate 1.0 g/l Sodium thiosulfate 0.08 g/l Yeast extract 1.0 g/l Agar 15.0 g/l Sterilisation: 20 minutes at 121°C pH before sterilisation: Usage: Production of melanoid pigments Organisms: All Actinomycetes | |
| 20063 | ISP 7 | yes | Name: ISP 7 (5322) Composition Glycerol 15.0 g/l L-Tyrosine 0.5 g/l L-Asparagine 1.0 g/l K2HPO4 0.5 g/l NaCl 0.5 g/l FeSO4 x 7 H2O 0.01 g/l Trace element solution 5343 1.0 ml/l Agar 20.0 Sterilisation: 20 minutes at 121°C pH before sterilisation: 7.3 Usage: Production of melanoid pigments Organisms: All Actinomycetes | |
| 33702 | MEDIUM 57 - for Streptomyces, Nocardioides, Lentzea albidocapillata and Streptoverticillium reticulum | yes | Distilled water make up to (1000.000 ml);Agar (15.000 g);Glucose (4.000g);Yeast extract (4.000 g);Malt extract (10.000 g);Calcium carbonate (2.000 g) | |
| 122660 | CIP Medium 57 | yes | https://catalogue-crbip.pasteur.fr/fiche_milieu.xhtml?crbip=57 |
culture temp
| @ref | growth | type | temperature |
|---|---|---|---|
| 20063 | positive | optimum | 28 |
| 11814 | positive | growth | 28 |
| 33702 | positive | growth | 30 |
| 67770 | positive | growth | 28 |
| 122660 | positive | growth | 25-30 |
| 122660 | no | growth | 10 |
| 122660 | no | growth | 37 |
| 122660 | no | growth | 41 |
| 122660 | no | growth | 45 |
Physiology and metabolism
oxygen tolerance
| @ref | oxygen tolerance | confidence |
|---|---|---|
| 122660 | obligate aerobe | |
| 125438 | aerobe | 90.368 |
| 125439 | obligate aerobe | 97.9 |
halophily
| @ref | salt | growth | tested relation | concentration |
|---|---|---|---|---|
| 122660 | NaCl | positive | growth | 0-2 % |
| 122660 | NaCl | no | growth | 4 % |
| 122660 | NaCl | no | growth | 6 % |
| 122660 | NaCl | no | growth | 8 % |
| 122660 | NaCl | no | growth | 10 % |
metabolite utilization
| @ref | Chebi-ID | metabolite | utilization activity | kind of utilization tested |
|---|---|---|---|---|
| 68379 | 28087 | glycogen | - | fermentation |
| 68379 | 17992 | sucrose | - | fermentation |
| 68379 | 17306 | maltose | - | fermentation |
| 68379 | 16899 | D-mannitol | - | fermentation |
| 68379 | 16988 | D-ribose | - | fermentation |
| 68379 | 17634 | D-glucose | + | fermentation |
| 68379 | 5291 | gelatin | + | hydrolysis |
| 68379 | 16199 | urea | + | hydrolysis |
| 68379 | 4853 | esculin | + | hydrolysis |
| 68379 | 17632 | nitrate | - | reduction |
| 122660 | 4853 | esculin | + | hydrolysis |
| 122660 | 606565 | hippurate | - | hydrolysis |
| 122660 | 17632 | nitrate | + | reduction |
| 122660 | 16301 | nitrite | - | reduction |
| 122660 | 17632 | nitrate | - | respiration |
| 68379 | 17716 | lactose | - | fermentation |
| 68379 | 65327 | D-xylose | - | fermentation |
antibiotic resistance
- @ref: 122660
- metabolite: 0129 (2,4-Diamino-6,7-di-iso-propylpteridine phosphate)
- is antibiotic: yes
- is sensitive: yes
- is resistant: no
metabolite production
- @ref: 122660
- Chebi-ID: 35581
- metabolite: indole
- production: no
metabolite tests
| @ref | Chebi-ID | metabolite | voges-proskauer-test | methylred-test |
|---|---|---|---|---|
| 122660 | 15688 | acetoin | - | |
| 122660 | 17234 | glucose | - |
enzymes
| @ref | value | activity | ec |
|---|---|---|---|
| 68382 | alpha-mannosidase | - | 3.2.1.24 |
| 68382 | beta-glucosidase | + | 3.2.1.21 |
| 68382 | alpha-galactosidase | - | 3.2.1.22 |
| 68382 | acid phosphatase | + | 3.1.3.2 |
| 68382 | alpha-chymotrypsin | - | 3.4.21.1 |
| 68382 | trypsin | - | 3.4.21.4 |
| 68382 | cystine arylamidase | - | 3.4.11.3 |
| 68382 | leucine arylamidase | + | 3.4.11.1 |
| 68382 | esterase (C 4) | + | |
| 68382 | esterase lipase (C 8) | + | |
| 122660 | oxidase | - | |
| 122660 | beta-galactosidase | + | 3.2.1.23 |
| 122660 | alcohol dehydrogenase | - | 1.1.1.1 |
| 122660 | gelatinase | - | |
| 122660 | amylase | - | |
| 122660 | DNase | - | |
| 122660 | caseinase | - | 3.4.21.50 |
| 122660 | catalase | + | 1.11.1.6 |
| 122660 | tween esterase | - | |
| 122660 | gamma-glutamyltransferase | + | 2.3.2.2 |
| 122660 | lecithinase | - | |
| 122660 | lipase | - | |
| 122660 | lysine decarboxylase | - | 4.1.1.18 |
| 122660 | ornithine decarboxylase | - | 4.1.1.17 |
| 122660 | phenylalanine ammonia-lyase | - | 4.3.1.24 |
| 122660 | tryptophan deaminase | - | |
| 122660 | urease | + | 3.5.1.5 |
| 68379 | beta-glucosidase | + | 3.2.1.21 |
| 68379 | beta-glucuronidase | - | 3.2.1.31 |
| 68379 | alkaline phosphatase | + | 3.1.3.1 |
| 68382 | alpha-fucosidase | - | 3.2.1.51 |
| 68382 | beta-glucuronidase | - | 3.2.1.31 |
| 68379 | gelatinase | + | |
| 68379 | urease | + | 3.5.1.5 |
| 68379 | N-acetyl-beta-glucosaminidase | + | 3.2.1.52 |
| 68379 | alpha-glucosidase | + | 3.2.1.20 |
| 68379 | beta-galactosidase | + | 3.2.1.23 |
| 68379 | pyrrolidonyl arylamidase | - | 3.4.19.3 |
| 68379 | pyrazinamidase | - | 3.5.1.B15 |
API coryne
| @ref | NIT | PYZ | PYRA | PAL | beta GUR | beta GAL | alpha GLU | beta NAG | ESC | URE | GEL | GLU | RIB | XYL | MAN | MAL | LAC | SAC | GLYG |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20063 | - | - | - | + | - | + | + | + | + | + | + | + | - | - | - | - | - | - | - |
API zym
| @ref | 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 | Control |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20063 | + | + | + | + | + | + | - | - | - | + | + | - | + | - | + | + | + | - | - | |
| 122660 | - | + | + | - | + | - | - | - | - | + | - | - | - | - | - | + | - | - | - | - |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 122660 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | + | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | + | - | - | + | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | + | - | - | - | - | - | - | - | - | - | - | - | - |
Isolation, sampling and environmental information
isolation
| @ref | sample type | geographic location | continent | country | origin.country |
|---|---|---|---|---|---|
| 11814 | soil from river | Medmenham | Europe | ||
| 67770 | Untreated River Thames water | Medmenham | Europe | United Kingdom | GBR |
| 122660 | Environment, Soil from river | Medmenham | Europe | United Kingdom | GBR |
isolation source categories
| Cat1 | Cat2 | Cat3 |
|---|---|---|
| #Environmental | #Aquatic | #River (Creek) |
| #Environmental | #Terrestrial | #Soil |
taxonmaps
- @ref: 69479
- File name: preview.99_2052.png
- url: https://microbeatlas.org/index.html?action=taxon&taxon_id=90_10;96_578;97_676;98_786;99_2052&stattab=map
- Last taxonomy: Nocardia
- 16S sequence: AF430051
- Sequence Identity:
- Total samples: 1826
- soil counts: 648
- aquatic counts: 183
- animal counts: 707
- plant counts: 288
Safety information
risk assessment
| @ref | biosafety level | biosafety level comment |
|---|---|---|
| 11814 | 1 | Risk group (German classification) |
| 20063 | 1 | German classification |
| 122660 | 2 | Risk group (French classification) |
Sequence information
16S sequences
| @ref | description | accession | length | database | NCBI tax ID |
|---|---|---|---|---|---|
| 20218 | Nocardia salmonicida strain DSM 44488 16S ribosomal RNA gene, complete sequence | AF430051 | 1494 | nuccore | 134962 |
| 20218 | Nocardia soli strain DSM 44488 16S ribosomal RNA gene, partial sequence | AY756562 | 606 | nuccore | 134962 |
| 11814 | Nocardia soli 16S ribosomal RNA gene, partial sequence | AF277223 | 1466 | nuccore | 53431 |
Genome sequences
| @ref | description | accession | assembly level | database | NCBI tax ID |
|---|---|---|---|---|---|
| 66792 | Nocardia soli NBRC 100376 | 1210097.4 | wgs | patric | 1210097 |
| 66792 | Nocardia salmonicida NBRC 100376 | 2731957749 | draft | img | 1210097 |
| 67770 | Nocardia salmonicida NBRC 100376 | GCA_001613285 | contig | ncbi | 1210097 |
GC content
- @ref: 67770
- GC-content: 67
- method: genome sequence analysis
Genome-based predictions
predictions
| @ref | model | trait | description | prediction | confidence | training_data |
|---|---|---|---|---|---|---|
| 125438 | gram-positive | gram-positive | Positive reaction to Gram-staining | yes | 92.205 | no |
| 125438 | anaerobic | anaerobic | Ability to grow under anoxygenic conditions (including facultative anaerobes) | no | 97.42 | yes |
| 125438 | spore-forming | spore-forming | Ability to form endo- or exospores | yes | 60.748 | no |
| 125438 | aerobic | aerobic | Ability to grow under oxygenic conditions (including facultative aerobes) | yes | 90.368 | yes |
| 125438 | thermophile | thermophilic | Ability to grow at temperatures above or equal to 45°C | no | 97.4 | yes |
| 125438 | motile2+ | flagellated | Ability to perform flagellated movement | no | 88.5 | no |
| 125439 | BacteriaNet | spore_formation | Ability to form endo- or exospores | yes | 72.1 | |
| 125439 | BacteriaNet | motility | Ability to perform movement | no | 86.1 | |
| 125439 | BacteriaNet | gram_stain | Reaction to gram-staining | positive | 98.5 | |
| 125439 | BacteriaNet | oxygen_tolerance | Oxygenic conditions needed for growth | obligate aerobe | 97.9 |
External links
@ref: 11814
culture collection no.: DSM 44488, NBRC 100376, NCIMB 13760, JCM 11441, CCUG 46119, CCUG 46433, CIP 107223, IFM 10177
straininfo link
- @ref: 80017
- straininfo: 50650
literature
| topic | Pubmed-ID | title | authors | journal | DOI | year | mesh | topic2 |
|---|---|---|---|---|---|---|---|---|
| Phylogeny | 26868112 | Nocardia camponoti sp. nov., an actinomycete isolated from the head of an ant (Camponotus japonicas Mayr). | Liu C, Guan X, Li Y, Li W, Ye L, Kong X, Song J, Wang X, Xiang W | Int J Syst Evol Microbiol | 10.1099/ijsem.0.000963 | 2016 | Animals, Ants/*microbiology, Bacterial Typing Techniques, Base Composition, China, DNA, Bacterial/genetics, Diaminopimelic Acid/chemistry, Fatty Acids/chemistry, Molecular Sequence Data, Nocardia/*classification/genetics/isolation & purification, Nucleic Acid Hybridization, Phospholipids/chemistry, *Phylogeny, RNA, Ribosomal, 16S/genetics, Sequence Analysis, DNA, Vitamin K 2/analogs & derivatives/chemistry | Genetics |
| Phylogeny | 27510998 | Nocardia lasii sp. nov., a novel actinomycete isolated from the cuticle of an ant (Lasius fuliginosus L). | Liu C, Bai L, Ye L, Zhao J, Yan K, Xiang W, Wang X | Antonie Van Leeuwenhoek | 10.1007/s10482-016-0753-y | 2016 | Animals, Ants/*microbiology, DNA, Bacterial, Molecular Typing, Nocardia/classification/*isolation & purification, Phylogeny, RNA, Ribosomal, 16S/genetics | Enzymology |
Reference
| @id | authors | catalogue | doi/url | title | journal | pubmed |
|---|---|---|---|---|---|---|
| 11814 | Curators of the DSMZ | Leibniz Institut DSMZ-Deutsche Sammlung von Mikroorganismen und Zellkulturen GmbH (DSM 44488) | https://www.dsmz.de/collection/catalogue/details/culture/DSM-44488 | |||
| 20063 | Wink, J. | http://www.dsmz.de/microorganisms/wink_pdf/DSM44488.pdf | Compendium of Actinobacteria. HZI-Helmholtz-Centre for Infection Research, Braunschweig | |||
| 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 | |
| 33702 | Curators of the CIP | https://brclims.pasteur.fr/brcWeb/souche/detail/1/4635 | ||||
| 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/ | ||||
| 68379 | Automatically annotated from API Coryne | |||||
| 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 | |||
| 80017 | Reimer, L.C., Lissin, A.,Schober, I., Witte,J.F., Podstawka, A., Lüken, H., Bunk, B.,Overmann, J. | 10.60712/SI-ID50650.1 | StrainInfo: A central database for resolving microbial strain identifiers | |||
| 122660 | Curators of the CIP | Collection of Institut Pasteur (CIP 107223) | https://catalogue-crbip.pasteur.fr/fiche_catalogue.xhtml?crbip=CIP%20107223 | |||
| 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 |