Strain identifier
BacDive ID: 13548
Type strain: ![]()
Species: Ensifer fredii
Strain history: CIP <- 2002, P. de Lajudie, Montpellier, France: strain ORS 669T <- LMG <- 1984, B. Jarvis, Rhizobium sp.
NCBI tax ID(s): 380 (species)
General
@ref: 2339
BacDive-ID: 13548
DSM-Number: 5851
keywords: genome sequence, 16S sequence, Bacteria, mesophilic, Gram-negative, motile, rod-shaped
description: Ensifer fredii DSM 5851 is a mesophilic, Gram-negative, motile bacterium that was isolated from soybean nodules.
NCBI tax id
- NCBI tax id: 380
- Matching level: species
strain history
| @ref | history |
|---|---|
| 2339 | <- Wen-Xin Chen <- Yang Su-Scheng <- H.H. Keyser |
| 67770 | IAM 13625 <-- USDA 205. |
| 119450 | CIP <- 2002, P. de Lajudie, Montpellier, France: strain ORS 669T <- LMG <- 1984, B. Jarvis, Rhizobium sp. |
doi: 10.13145/bacdive13548.20250331.9.3
Name and taxonomic classification
LPSN
- @ref: 20215
- description: domain/bacteria
- keyword: phylum/pseudomonadota
- domain: Bacteria
- phylum: Pseudomonadota
- class: Alphaproteobacteria
- order: Hyphomicrobiales
- family: Rhizobiaceae
- genus: Ensifer
- species: Ensifer fredii
- full scientific name: Ensifer fredii (Scholla and Elkan 1984) Young 2003
synonyms
@ref synonym 20215 Sinorhizobium xinjiangensis 20215 Rhizobium fredii 20215 Sinorhizobium fredii 20215 Ensifer xinjiangensis 20215 Sinorhizobium xinjiangense
@ref: 2339
domain: Bacteria
phylum: Proteobacteria
class: Alphaproteobacteria
order: Rhizobiales
family: Rhizobiaceae
genus: Ensifer
species: Ensifer fredii
full scientific name: Ensifer fredii (Scholla and Elkan 1984) Young 2003
type strain: yes
Morphology
cell morphology
| @ref | gram stain | cell shape | motility | confidence |
|---|---|---|---|---|
| 119450 | negative | rod-shaped | yes | |
| 125438 | negative | 98.833 | ||
| 125439 | negative | 99.5 |
colony morphology
- @ref: 119450
Culture and growth conditions
culture medium
| @ref | name | growth | link | composition |
|---|---|---|---|---|
| 2339 | RHIZOBIUM MEDIUM (DSMZ Medium 98) | yes | https://mediadive.dsmz.de/medium/98 | Name: RHIZOBIUM MEDIUM (DSMZ Medium 98) Composition: air-dried garden soil 80.0 g/l Agar 15.0 g/l Mannitol 10.0 g/l Yeast extract 1.0 g/l Na2CO3 0.2 g/l Distilled water |
| 38202 | MEDIUM 296 - for Rhizobium | yes | Distilled water make up to (800.000 ml);Agar (15.000 g);Yeast extract (1.000 g);Mannitol (10.000 g);Earth extract - M0541 (200.000 ml) | |
| 119450 | CIP Medium 296 | yes | https://catalogue-crbip.pasteur.fr/fiche_milieu.xhtml?crbip=296 |
culture temp
| @ref | growth | type | temperature |
|---|---|---|---|
| 2339 | positive | growth | 28 |
| 38202 | positive | growth | 30 |
| 67770 | positive | growth | 25 |
| 119450 | positive | growth | 25-30 |
| 119450 | no | growth | 10 |
| 119450 | no | growth | 37 |
| 119450 | no | growth | 41 |
| 119450 | no | growth | 45 |
Physiology and metabolism
oxygen tolerance
- @ref: 125439
- oxygen tolerance: obligate aerobe
- confidence: 97.3
spore formation
- @ref: 125439
- spore formation: no
- confidence: 98.1
halophily
| @ref | salt | growth | tested relation | concentration |
|---|---|---|---|---|
| 119450 | NaCl | positive | growth | 0 % |
| 119450 | NaCl | no | growth | 2 % |
| 119450 | NaCl | no | growth | 4 % |
| 119450 | NaCl | no | growth | 6 % |
| 119450 | NaCl | no | growth | 8 % |
| 119450 | NaCl | no | growth | 10 % |
metabolite utilization
| @ref | Chebi-ID | metabolite | utilization activity | kind of utilization tested |
|---|---|---|---|---|
| 119450 | 16947 | citrate | - | carbon source |
| 119450 | 4853 | esculin | + | hydrolysis |
| 119450 | 606565 | hippurate | - | hydrolysis |
| 119450 | 17632 | nitrate | - | reduction |
| 119450 | 16301 | nitrite | + | reduction |
| 68369 | 25115 | malate | + | assimilation |
| 68369 | 27689 | decanoate | - | assimilation |
| 68369 | 17306 | maltose | + | assimilation |
| 68369 | 16899 | D-mannitol | + | 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 |
antibiotic resistance
- @ref: 119450
- metabolite: 0129 (2,4-Diamino-6,7-di-iso-propylpteridine phosphate)
- is antibiotic: yes
- is sensitive: no
- is resistant: yes
metabolite production
| @ref | Chebi-ID | metabolite | production |
|---|---|---|---|
| 68369 | 35581 | indole | no |
| 119450 | 35581 | indole | no |
metabolite tests
| @ref | Chebi-ID | metabolite | indole test | voges-proskauer-test | methylred-test |
|---|---|---|---|---|---|
| 68369 | 35581 | indole | - | ||
| 119450 | 15688 | acetoin | - | ||
| 119450 | 17234 | glucose | - |
enzymes
| @ref | value | activity | ec |
|---|---|---|---|
| 68382 | alpha-fucosidase | - | 3.2.1.51 |
| 68382 | alpha-mannosidase | - | 3.2.1.24 |
| 68382 | N-acetyl-beta-glucosaminidase | - | 3.2.1.52 |
| 68382 | beta-glucosidase | + | 3.2.1.21 |
| 68382 | alpha-glucosidase | + | 3.2.1.20 |
| 68382 | beta-glucuronidase | - | 3.2.1.31 |
| 68382 | beta-galactosidase | + | 3.2.1.23 |
| 68382 | alpha-galactosidase | - | 3.2.1.22 |
| 68382 | naphthol-AS-BI-phosphohydrolase | + | |
| 68382 | alpha-chymotrypsin | - | 3.4.21.1 |
| 68382 | acid phosphatase | + | 3.1.3.2 |
| 68382 | trypsin | + | 3.4.21.4 |
| 68382 | cystine arylamidase | - | 3.4.11.3 |
| 68382 | valine arylamidase | - | |
| 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 |
| 119450 | oxidase | + | |
| 119450 | beta-galactosidase | + | 3.2.1.23 |
| 119450 | alcohol dehydrogenase | - | 1.1.1.1 |
| 119450 | gelatinase | - | |
| 119450 | amylase | - | |
| 119450 | DNase | - | |
| 119450 | caseinase | - | 3.4.21.50 |
| 119450 | catalase | + | 1.11.1.6 |
| 119450 | tween esterase | - | |
| 119450 | gamma-glutamyltransferase | - | 2.3.2.2 |
| 119450 | lecithinase | - | |
| 119450 | lipase | - | |
| 119450 | lysine decarboxylase | - | 4.1.1.18 |
| 119450 | ornithine decarboxylase | - | 4.1.1.17 |
| 119450 | phenylalanine ammonia-lyase | - | 4.3.1.24 |
| 119450 | tryptophan deaminase | - | |
| 119450 | urease | + | 3.5.1.5 |
| 68369 | urease | + | 3.5.1.5 |
| 68369 | cytochrome oxidase | + | 1.9.3.1 |
| 68369 | gelatinase | - | |
| 68369 | beta-glucosidase | + | 3.2.1.21 |
| 68369 | arginine dihydrolase | - | 3.5.3.6 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119450 | - | + | + | + | - | + | - | - | + | - | + | + | - | + | - | + | + | - | - | - |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2339 | - | - | - | - | + | + | - | + | +/- | - | +/- | + | - | + | - | - | - | + | - | - | + |
| 2339 | - | - | - | - | + | + | - | + | + | + | + | + | + | + | +/- | - | + | + | - | - | + |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119450 | + | + | + | + | + | - | + | + | + | + | + | + | + | + | + | + | + | + | + | + | - | + | + | + | + | - | + | - | - | - | - | + | + | + | - | - | + | + | - | - | + | - | - | - | - | - | - | - | - | + | - | - | - | - | - | - | - | - | - | + | - | - | + | - | - | + | - | - | - | - | + | + | - | + | - | - | - | - | - | + | - | - | - | - | - | - | + | - | - | + | + | + | - | - | - | - | - | - | - |
Isolation, sampling and environmental information
isolation
| @ref | sample type | geographic location | country | origin.country | continent |
|---|---|---|---|---|---|
| 2339 | soybean nodules | ||||
| 48991 | Soy bean,Glycine max,root nodule | Honan | China | CHN | Asia |
| 67770 | Root nodule of soybean | Honan | China | CHN | Asia |
| 119450 | Plant, Glycine max, soybean root nodule | Honan | China | CHN | Asia |
isolation source categories
| Cat1 | Cat2 | Cat3 |
|---|---|---|
| #Host | #Plants | #Herbaceous plants (Grass,Crops) |
| #Host Body-Site | #Plant | #Root nodule |
taxonmaps
- @ref: 69479
- File name: preview.99_273.png
- url: https://microbeatlas.org/index.html?action=taxon&taxon_id=90_5;96_84;97_88;98_232;99_273&stattab=map
- Last taxonomy: Rhizobiaceae
- 16S sequence: NR_036957
- Sequence Identity:
- Total samples: 9487
- soil counts: 5353
- aquatic counts: 1562
- animal counts: 1094
- plant counts: 1478
Safety information
risk assessment
| @ref | biosafety level | biosafety level comment |
|---|---|---|
| 2339 | 1 | Risk group (German classification) |
| 119450 | 1 | Risk group (French classification) |
Sequence information
16S sequences
| @ref | description | accession | length | database | NCBI tax ID |
|---|---|---|---|---|---|
| 20218 | Sinorhizobium fredii gene for 16S rRNA, complete sequence, type strain: ATCC 35423 | D14516 | 1481 | nuccore | 380 |
| 20218 | Sinorhizobium fredii gene for 16S rRNA, strain: IAM 13625 | D12792 | 1438 | nuccore | 380 |
| 20218 | Sinorhizobium fredii strain LMG 6217 16S ribosomal RNA gene, partial sequence; internal transcribed spacer, complete sequence; and 23S ribosomal RNA, partial sequence | AF345282 | 1060 | nuccore | 380 |
| 20218 | Sinorhizobium fredii partial 16S rRNA gene, strain LMG 6217 | X67231 | 1437 | nuccore | 380 |
| 20218 | Sinorhizobium fredii gene for 16S rRNA, partial sequence, strain: NBRC 14780 | AB680661 | 1410 | nuccore | 380 |
| 20218 | Sinorhizobium fredii gene for 16S rRNA, partial sequence, strain: USDA 205 | AB433353 | 1407 | nuccore | 380 |
| 20218 | Sinorhizobium fredii DNA, 16S-23S ribosomal RNA intergenic spacer region, clone: 205-A-2 | AB433359 | 1081 | nuccore | 380 |
| 20218 | Sinorhizobium fredii DNA, 16S-23S ribosomal RNA intergenic spacer region, clone: 205-B-1 | AB433360 | 1063 | nuccore | 380 |
| 20218 | Sinorhizobium fredii strain USDA 205 16S-23S ribosomal RNA intergenic spacer region | AF284451 | 1142 | nuccore | 380 |
| 20218 | Sinorhizobium fredii strain USDA205 16S ribosomal RNA gene, partial sequence | AY260149 | 1421 | nuccore | 380 |
| 20218 | Sinorhizobium fredii strain USDA205 16S ribosomal RNA gene, partial sequence; 16S-23S ribosomal RNA intergenic spacer, complete sequence; and 23S ribosomal RNA gene, partial sequence | HQ143405 | 821 | nuccore | 380 |
| 20218 | Rhizobium fredii 16S ribosomal RNA gene, partial | M74163 | 260 | nuccore | 380 |
| 2339 | Sinorhizobium fredii strain USDA 205 16S ribosomal RNA, partial sequence | NR_036957 | 1437 | nuccore | 380 |
| 2339 | Ficus variegata Roding, 1798 isolate X6723 cytochrome c oxidase subunit I (COI) gene, partial cds; mitochondrial | X6723 | 616 | ena | 1030158 |
Genome sequences
| @ref | description | accession | assembly level | database | NCBI tax ID |
|---|---|---|---|---|---|
| 66792 | Sinorhizobium fredii strain NBRC 14780 | 380.55 | wgs | patric | 380 |
| 67770 | Sinorhizobium fredii NBRC 14780 | GCA_006539605 | contig | ncbi | 380 |
Genome-based predictions
predictions
| @ref | model | trait | description | prediction | confidence | training_data |
|---|---|---|---|---|---|---|
| 125438 | gram-positive | gram-positive | Positive reaction to Gram-staining | no | 98.833 | no |
| 125438 | anaerobic | anaerobic | Ability to grow under anoxygenic conditions (including facultative anaerobes) | no | 95.397 | no |
| 125438 | spore-forming | spore-forming | Ability to form endo- or exospores | no | 86.273 | no |
| 125438 | aerobic | aerobic | Ability to grow under oxygenic conditions (including facultative aerobes) | yes | 87.063 | no |
| 125438 | thermophile | thermophilic | Ability to grow at temperatures above or equal to 45°C | no | 99.417 | no |
| 125438 | motile2+ | flagellated | Ability to perform flagellated movement | yes | 72.305 | no |
| 125439 | BacteriaNet | spore_formation | Ability to form endo- or exospores | no | 98.1 | |
| 125439 | BacteriaNet | motility | Ability to perform movement | yes | 52.6 | |
| 125439 | BacteriaNet | gram_stain | Reaction to gram-staining | negative | 99.5 | |
| 125439 | BacteriaNet | oxygen_tolerance | Oxygenic conditions needed for growth | obligate aerobe | 97.3 |
External links
@ref: 2339
culture collection no.: DSM 5851, ATCC 35423, LMG 6217, USDA 205, CCUG 27877, JCM 20967, HAMBI 2075, IAM 13625, ICMP 11139, IFO 14780, NBRC 14780, NCIMB 12104, NRRL B-14241, NRRL B-14594, OUT 30005, CIP 107333, ORS 669T
straininfo link
- @ref: 82737
- straininfo: 4760
literature
| topic | Pubmed-ID | title | authors | journal | DOI | year | mesh | topic2 |
|---|---|---|---|---|---|---|---|---|
| Pathogenicity | 8012042 | Production of cell-associated polysaccharides of Rhizobium fredii USDA205 is modulated by apigenin and host root extract. | Reuhs BL, Kim JS, Badgett A, Carlson RW | Mol Plant Microbe Interact | 10.1094/mpmi-7-0240 | 1994 | Chamomile, Chromatography, Gas, Chromatography, Gel, Chromatography, Ion Exchange, Flavonoids/*pharmacology, Gene Expression Regulation, Bacterial, Genes, Bacterial, Magnetic Resonance Spectroscopy, Oils, Volatile/*pharmacology, Plant Extracts/*pharmacology, Plants, Medicinal, Polysaccharides, Bacterial/*biosynthesis/chemistry, Rhizobium/genetics/*metabolism, Symbiosis/genetics | Biotechnology |
| Genetics | 8501061 | Rhizobium fredii and Rhizobium meliloti produce 3-deoxy-D-manno-2-octulosonic acid-containing polysaccharides that are structurally analogous to group II K antigens (capsular polysaccharides) found in Escherichia coli. | Reuhs BL, Carlson RW, Kim JS | J Bacteriol | 10.1128/jb.175.11.3570-3580.1993 | 1993 | *Antigens, Bacterial, Antigens, Surface/*chemistry, Bacterial Capsules/*chemistry, Carbohydrate Sequence, Chromatography, High Pressure Liquid, Disaccharides/chemistry, Escherichia coli/*chemistry, Galactose/analogs & derivatives, Magnetic Resonance Spectroscopy, Molecular Sequence Data, Polysaccharides, Bacterial/*chemistry, Rhizobium/*chemistry, Sinorhizobium meliloti/chemistry, Species Specificity, Spectrometry, Mass, Fast Atom Bombardment, Sugar Acids/*analysis | Phylogeny |
| Phylogeny | 12549015 | [A sinorhizobium fredll strain that effectively nodulate Medicago sativa]. | Zhang H, Zhang H, Li X, Yang S | Wei Sheng Wu Xue Bao | 2001 | Base Sequence, DNA, Bacterial/genetics, Medicago sativa/*microbiology, Nitrogen Fixation, RNA, Ribosomal, 16S/genetics, Sequence Analysis, DNA, Sequence Homology, Nucleic Acid, Sinorhizobium fredii/genetics/*growth & development/isolation & purification, Soybeans/microbiology, *Symbiosis | Transcriptome | |
| 16347190 | Growth of fast- and slow-growing rhizobia on ethanol. | Sadowsky MJ, Bohlool BB | Appl Environ Microbiol | 10.1128/aem.52.4.951-953.1986 | 1986 | |||
| 16347404 | Serological Relatedness of Rhizobium fredii to Other Rhizobia and to the Bradyrhizobia. | Sadowsky MJ, Bohlool BB, Keyser HH | Appl Environ Microbiol | 10.1128/aem.53.8.1785-1789.1987 | 1987 | |||
| 27303417 | RNA-Seq Analysis of Differential Gene Expression Responding to Different Rhizobium Strains in Soybean (Glycine max) Roots. | Yuan S, Li R, Chen S, Chen H, Zhang C, Chen L, Hao Q, Shan Z, Yang Z, Qiu D, Zhang X, Zhou X | Front Plant Sci | 10.3389/fpls.2016.00721 | 2016 | |||
| Phylogeny | 28771124 | Notoacmeibacter marinus gen. nov., sp. nov., isolated from the gut of a limpet and proposal of Notoacmeibacteraceae fam. nov. in the order Rhizobiales of the class Alphaproteobacteria. | Huang Z, Guo F, Lai Q, Shao Z | Int J Syst Evol Microbiol | 10.1099/ijsem.0.001951 | 2017 | Alphaproteobacteria/*classification/genetics/isolation & purification, Animals, Bacterial Typing Techniques, Base Composition, Chin, DNA, Bacterial/genetics, Fatty Acids/chemistry, Gastropoda/*microbiology, Phospholipids/chemistry, *Phylogeny, RNA, Ribosomal, 16S/genetics, Sequence Analysis, DNA, Ubiquinone/chemistry | Transcriptome |
| 28936222 | The Soybean Rfg1 Gene Restricts Nodulation by Sinorhizobium fredii USDA193. | Fan Y, Liu J, Lyu S, Wang Q, Yang S, Zhu H | Front Plant Sci | 10.3389/fpls.2017.01548 | 2017 |
Reference
| @id | authors | catalogue | doi/url | title | journal | pubmed |
|---|---|---|---|---|---|---|
| 2339 | Curators of the DSMZ | Leibniz Institut DSMZ-Deutsche Sammlung von Mikroorganismen und Zellkulturen GmbH (DSM 5851) | https://www.dsmz.de/collection/catalogue/details/culture/DSM-5851 | |||
| 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 | |
| 38202 | Curators of the CIP | https://brclims.pasteur.fr/brcWeb/souche/detail/1/4757 | ||||
| 48991 | Curators of the CCUG | Culture Collection University of Gothenburg (CCUG) (CCUG 27877) | https://www.ccug.se/strain?id=27877 | |||
| 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 | |||
| 82737 | Reimer, L.C., Lissin, A.,Schober, I., Witte,J.F., Podstawka, A., Lüken, H., Bunk, B.,Overmann, J. | 10.60712/SI-ID4760.1 | StrainInfo: A central database for resolving microbial strain identifiers | |||
| 119450 | Curators of the CIP | Collection of Institut Pasteur (CIP 107333) | https://catalogue-crbip.pasteur.fr/fiche_catalogue.xhtml?crbip=CIP%20107333 | |||
| 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 |