Literature DB >> 26405503

The complete genome, structural proteome, comparative genomics and phylogenetic analysis of a broad host lytic bacteriophage ϕD3 infecting pectinolytic Dickeya spp.

Robert Czajkowski1, Zofia Ozymko1, Joanna Siwinska1, Adam Ossowicki1, Victor de Jager2, Magdalena Narajczyk3, Ewa Łojkowska1.   

Abstract

Plant necrotrophic Dickeya spp. are among the top ten most devastating bacterial plant pathogens able to infect a number of different plant species worldwide including economically important crops. Little is known of the lytic bacteriophages infecting Dickeya spp. A broad host lytic bacteriophage ϕD3 belonging to the family Myoviridae and order Caudovirales has been isolated in our previous study. This report provides detailed information of its annotated genome, structural proteome and phylogenetic relationships with known lytic bacteriophages infecting species of the Enterobacteriaceae family.

Entities:  

Year:  2015        PMID: 26405503      PMCID: PMC4581121          DOI: 10.1186/s40793-015-0068-z

Source DB:  PubMed          Journal:  Stand Genomic Sci        ISSN: 1944-3277


Introduction

Pectinolytic spp. can cause disease on a number of arable and ornamental crops worldwide including potato, tomato, carrot, onion, pineapple, maize, rice, hyacinth, chrysanthemum and calla lily resulting into severe economic losses [1]. spp. are recognized to be among the top ten most important bacterial pathogens in agriculture [2]. To date there is no effective control of spp. in agriculture due to the lack of practical measures and strategies [3]. Lytic bacteriophages have been proposed as potential biological control agents against various pathogenic bacterial species including plant pathogens [4]. Their potential to control plant bacterial diseases has been evaluated among others against , pruni, and also were experimentally tested against spp. and spp. in different crop systems [4]. In the case of spp. and spp. lytic bacteriophages, only limited attempts have been made so far to isolate and characterize these bacteriophages in detail [5, 6] and to provide information on their genomes and structural proteomes [7]. At present, only two spp. lytic bacteriophages: LimeStone1 and ϕD5 were characterized in detail, viz. their complete genomes are available in the Genbank (accessions: NC019925 and KJ716335, respectively) and information on other features (e. g. structural proteomes and host range, multiplicity of infection and adsorption to bacterial hosts) is also available [6, 7].

Virus information

Bacteriophage ϕD3 was isolated from garden soil collected in Kujawsko-Pomorskie region (Kuyavian-Pomeranian Province) in 2013 in Poland and it has been characterized in full for morphologic and phenotypic features [5]. It is a broad host lytic phage belonging to Myoviridae family and Caudovirales order and infecting isolates of , , , and species. In transmission electron microscopy, this bacteriophage was characterized by the presence of a 130 nm long contractile tail, a head of 100 nm in diameter and of dodecahedral symmetry [5] (Fig. 1).
Fig. 1

Transmission electron micrograph of Dickeya spp. bacteriophage ϕD3 stained with uranyl acetate. Bacteriophage particle was purified four times by passaging individual plaques using the soft top agar method and D. solani IPO2222 as a host. Phage suspension of ca. 105 plaque forming units (pfu) ml−1 in 1/4 Ringer’s buffer was used for microscopy. At least 10 different photographs were taken. The micrograph presents typical ϕD3 phage particle. Bar marker represents 100 nm [5]

Transmission electron micrograph of Dickeya spp. bacteriophage ϕD3 stained with uranyl acetate. Bacteriophage particle was purified four times by passaging individual plaques using the soft top agar method and D. solani IPO2222 as a host. Phage suspension of ca. 105 plaque forming units (pfu) ml−1 in 1/4 Ringer’s buffer was used for microscopy. At least 10 different photographs were taken. The micrograph presents typical ϕD3 phage particle. Bar marker represents 100 nm [5]

Chemotaxonomic data

To better characterize bacteriophage ϕD3, we performed in addition to the genome characterization also SDS-PAGE and MS analysis of its structural proteins [8]. Protein bands were excised from the gels with a sterile scalpel and used for mass spectrometry analysis performed at the Mass Spectrometry Laboratory, Institute of Biochemistry and Biophysics, Polish Academy of Sciences in Warsaw, Poland. In order to predict the molecular functions of the unknown structural proteins obtained from SDS-PAGE and MS analysis we used GeneSillico Protein Structure Prediction Meta-server containing known three-dimensional (3D) protein structures [9] and PSI-BLAST accessed via NCBI website [10]. The computational protein predictions with the highest scores were considered as the most valid [9, 10]. This direct and bioinformatic approach led to the experimental identification of 10 structural proteins of ϕD3. From these, the function of 7 proteins could be assigned directly based on sequence similarities with the other known phage proteins (Fig. 2). The most abundant protein was major capsid protein gp23. Three proteins present in the ϕD3 proteome were characterized by MS as unknown structural proteins for which no function could be inferred based on homology with amino acid sequences present in the current databases. These proteins were analyzed by comparing their sequences with protein sequences deposited in the GeneSillico protein 3D structure database. We were then able to assign functions to all unknown proteins using this approach.
Fig. 2

SDS-PAGE and MS analysis of ϕD3 structural proteins. For SDS-PAGE electrophoresis ca. 109 pfu ml−1 were mixed with Laemmli buffer and frozen in liquid nitrogen for 1-2 min. following the boiling at 95 °C for 5 min. The phage proteins were separated in 12 % acrylamide SDS-PAGE gel for ca. 19 h t 50 V at 22 °C. The bands were stained with PageBlue Coomasie Blue (Thermo Scientific) according to protocol provided by the manufacturer. For MS analysis of phage structural proteins, protein bands obtained from SDS-PAGE were excised from gel with a sterile scalpel and sent to the mass spectrometry analysis to Mass Spectrometry Laboratory, Institute of Biochemistry and Biophysics, Polish Academy of Science in Warsaw, Poland. Possible molecular functions of the unknown structural proteins were elucidated using Gene Sillico Protein Structure Prediction Meta-server [9]

SDS-PAGE and MS analysis of ϕD3 structural proteins. For SDS-PAGE electrophoresis ca. 109 pfu ml−1 were mixed with Laemmli buffer and frozen in liquid nitrogen for 1-2 min. following the boiling at 95 °C for 5 min. The phage proteins were separated in 12 % acrylamide SDS-PAGE gel for ca. 19 h t 50 V at 22 °C. The bands were stained with PageBlue Coomasie Blue (Thermo Scientific) according to protocol provided by the manufacturer. For MS analysis of phage structural proteins, protein bands obtained from SDS-PAGE were excised from gel with a sterile scalpel and sent to the mass spectrometry analysis to Mass Spectrometry Laboratory, Institute of Biochemistry and Biophysics, Polish Academy of Science in Warsaw, Poland. Possible molecular functions of the unknown structural proteins were elucidated using Gene Sillico Protein Structure Prediction Meta-server [9]

Genome sequencing information

Genome project history

A number of recent studies have shown that bacteriophages play a substantial role in global ecosystems and have a direct bearing on the ecology and evolution of their hosts. The ϕD3 genome is the third (after LimeStone1 and ϕD5) complete genome of lytic bacteriophage virulent to plant pathogenic spp. available to the scientific community. Genome sequencing and analysis provide a better possibility to deduce phage infections in host cells and phage interaction with a variable environment. This genome project was deposited in NCBI Genbank as Bioproject PRJNA242299 under the title: “Bacteriophages of spp. and spp. Genome sequencing”. A summary of the project information is shown in Table 2.
Table 2

Project information

MIGS IDPropertyTerm
MIGS-31Finishing qualityComplete
MIGS-28Libraries usedOne paired-end library
MIGS-29Sequencing platformsIllumina
MIGS-31.2Fold coverage1753×
MIGS-30AssemblersCLC Genomics Workbench, version 7.0.3
MIGS-32Gene calling methodRAST version 4.0, IGS Annotation Service (Manatee)
Locus TagHQ80
Genbank IDKM209228
GenBank Date of Release16.07.2016 (earlier upon publication)
GOLD IDGP0111934
BIOPROJECTPRJNA242299
MIGS-13Source Material IdentifierNCNRC002.D3
Project relevanceBiological effects in soil and plant environments

Growth conditions and genomic DNA preparation

IPO2222 (type strain for ), grown on tryptone soya agar (Oxoid) and/or in tryptone soya broth (Oxoid), was used in all experiments as a ϕD3 host. Bacteriophage ϕD3 was isolated as described previously [5] from spp.-free garden soil which may indicate that the phage can infect also different soil-borne bacteria as additional hosts. Purification and concentration of phage particles followed the previous protocols and included: DNase I and RNase A treatments, CsCl gradient ultracentrifugation and dialysis to remove CsCl from phage concentrated samples [7]. Purified phage particles were resuspended in 500 μl of 5 mM MgSO4 or in 1/4 Ringer’s buffer (Merck) and stored at 4 °C in the dark. The ϕD3 genomic DNA was purified using CTAB method as described in [11].

Genome sequencing and assembly

The genome was sequenced using the Illumina next generation technology at Baseclear, The Netherlands, following the manufacturer’s instructions (Illumina). The sequencing library yielded ca. 270 Mb clean data reads after sets of rigorous filtrations against bacterial host genomic DNA ( strain IPO2222, Genbank accession: AONU00000000). De novo assembly of the ϕD3 genome from the resulting raw reads was performed using CLC Genomic Workbench 7.5 (CLC bio) as described earlier [12] which provided >1500 x coverage of the genome.

Genome annotation

The ϕD3 genome was mapped and annotated using available bacteriophage genomic sequences deposited in GenBank. Structural and functional annotations for the ϕD3 genome were obtained from the Annotation Service Automatic Pipeline (Institute for Genome Science, School of Medicine, University of Maryland, USA) and confirmed using RAST set to auto settings. Additional analysis of the gene predictions and annotations was supplemented using Manatee accessed via the website of IGS, University of Maryland, USA. The lifestyle of ϕD3 (temperate [lysogenic] or lytic) was predicted using PHACTS [13]. To find potential genes acquired by ϕD3 coding for toxins and allergens, the genome sequence was analyzed bioinformatic analysis using Virulence Finder 1.2 and VirulentPred.

Genome properties

Tables 1, 2, 3 and 4 summarize the properties and statistics of the ϕD3 genome. The capsid of ϕD3 contains circular double-stranded DNA genome of 152 308 bp, with an average GC content of 49.3%. The complete genome possesses 191 open reading frames (190 ORFs with the average gene length calculated to be 730 nucleotides) and one tRNA-Met (tRNA-methionine) ORF. A total of 105 ORFs (54.9%) have assigned function, whereas 45.1% (86 ORFs) are conserved hypothetical ORFs for which no homology with known genes was found in the NCBI database. Forty one ORFs (21.5%) were unclassified with no assigned role category (Fig. 3a). The lifestyle of ϕD3 predicted from PHACTS indicated that it is a lytic bacteriophage. The ϕD3 genome does not contain any genes coding for (known) toxins, allergens and other virulence factors as tested by VirulenceFinfer 1.2 and VirulencePred. Likewise, a search in BLAST did not reveal the presence of toxins, allergens, integrases and/or antibiotic resistance genes in the genome of ϕD3. The compete genome sequence of ϕD3 was deposited at DDBJ/EMBL/Genbank under accession number KM209228.
Table 1

Classification and general features of Dickeya spp. bacteriophage ϕD3

MIGS IDPropertyTermEvidence codea
ClassificationDomain: Viruses, dsDNA viruses, no RNA virusesTAS [5]
Phylum: unassignedTAS [5]
Class: unassignedTAS [5]
Order: Caudovirales TAS [5]
Family: Myoviridae TAS [5]
Genus: unassignedTAS [5]
Species: unassignedTAS [5]
Gram stainNot applicableTAS [5]
Particle shapeIcosahedralIDA
MotilityNot applicableTAS [5]
SporulationNot applicableTAS [5]
Temperature rangeNot applicableTAS [5]
Optimum temperatureNot applicableTAS [5]
pH range; OptimumNot applicableTAS [5]
Carbon sourceNot applicableTAS [5]
MIGS-6HabitatSoilIDA
MIGS-6.3SalinityNot applicableTAS [5]
MIGS-22Oxygen requirementNot applicableTAS [5]
MIGS-15Biotic relationshipObligate intracellular parasite of Dickeya spp.IDA
MIGS-14PathogenicityLytic virus of Dickeya spp.IDA
MIGS-4Geographic locationPoland / Kujawsko-Pomorskie (Kuyavian-Pomeranian Province)IDA
MIGS-5Sample collectionFebruary 18, 2013IDA
MIGS-4.1Latitude53.68 NIDA
MIGS-4.2Longitude18.09 EIDA
MIGS-4.3Depth20 cmIDA
MIGS-4.4Altitude118 mIDA

aEvidence codes - IDA inferred from direct assay, TAS traceable author statement (i.e., a direct report exists in the literature), NAS non-traceable author statement (i.e., not directly observed for the living, isolated sample, but based on a generally accepted property for the species, or anecdotal evidence). These evidence codes are from the Gene Ontology project [20]

Table 3

Genome statistics

AttributeValue% of Total
Genome size (bp)152,308100.0
DNA coding (bp)138,90591.1
DNA G + C (bp)75,08849.3
DNA scaffolds1100.0
Total genes191100.0
Protein coding genes19099.5
RNA genes10.5
Pseudo genes00.0
Genes in internal clusters00.0
Genes with function prediction10554.9
Genes assigned to COGs6433.5
Genes with signal peptides00.0
Genes with transmembrane helices00.0
Table 4

Number of genes associated with general COG functional categories

CodeValue% ageDescription
J00.00Translation, ribosomal structure and biogenesis
A10.53RNA processing and modification
K42.11Transcription
L94.74Replication, recombination and repair
B00.00Chromatin structure and dynamics
D63.16Cell cycle control, Cell division, chromosome partitioning
V00.00Defense mechanisms
T00.00Signal transduction mechanisms
M00.00Cell wall/membrane biogenesis
N00.00Cell motility
U00.00Intracellular trafficking and secretion
O00.00Posttranslational modification, protein turnover, chaperones
C10.53Energy production and conversion
G00.00Carbohydrate transport and metabolism
E00.00Amino acid transport and metabolism
F21.05Nucleotide transport and metabolism
H00.00Coenzyme transport and metabolism
I00.00Lipid transport and metabolism
P00.00Inorganic ion transport and metabolism
Q00.00Secondary metabolites biosynthesis, transport and catabolism
R4121.6General function prediction only
S105.3Function unknown
-13960.98Not in COGs

The total is based on the total number of protein coding genes in the genome

Fig. 3

Phage ϕD3 genome (a) and phylogenetic analysis (b). a The genome of bacteriophage ϕD3 (152,308 bp). Structural and functional annotations were obtained from IGS Annotation Service (http://ae.igs.umaryland.edu/cgi/index.cgi) and from RAST (http://rast.nmpdr.org/). ORFs coding for proteins involved in DNA metabolism, transcription and translation are marked in red, ORFs coding for proteins involved in phage particle assembly are marked in blue and ORFs coding for enzymes are marked in green. Arrows indicate the direction of transcription and translation. The ORFs coding for hypothetical proteins are not shown on the map. The figure was generated using a genome visualization tool – SnapGene ver. 2.6.2. b Maximum likelihood tree based on the aligned consensus nucleotide sequences (600 bp. long each) of gp20 genes of bacteriophages closely related to Dickeya sp. phage ϕD3. Enterobacteria phage T4 was used as an outgroup. Phylogenetic studies were performed using Phylip package. Bootstrap values (per 1000 replicates) are shown at branch points. The bar indicates the number of substitutions per sequence position

Classification and general features of Dickeya spp. bacteriophage ϕD3 aEvidence codes - IDA inferred from direct assay, TAS traceable author statement (i.e., a direct report exists in the literature), NAS non-traceable author statement (i.e., not directly observed for the living, isolated sample, but based on a generally accepted property for the species, or anecdotal evidence). These evidence codes are from the Gene Ontology project [20] Project information Genome statistics Number of genes associated with general COG functional categories The total is based on the total number of protein coding genes in the genome Phage ϕD3 genome (a) and phylogenetic analysis (b). a The genome of bacteriophage ϕD3 (152,308 bp). Structural and functional annotations were obtained from IGS Annotation Service (http://ae.igs.umaryland.edu/cgi/index.cgi) and from RAST (http://rast.nmpdr.org/). ORFs coding for proteins involved in DNA metabolism, transcription and translation are marked in red, ORFs coding for proteins involved in phage particle assembly are marked in blue and ORFs coding for enzymes are marked in green. Arrows indicate the direction of transcription and translation. The ORFs coding for hypothetical proteins are not shown on the map. The figure was generated using a genome visualization tool – SnapGene ver. 2.6.2. b Maximum likelihood tree based on the aligned consensus nucleotide sequences (600 bp. long each) of gp20 genes of bacteriophages closely related to Dickeya sp. phage ϕD3. Enterobacteria phage T4 was used as an outgroup. Phylogenetic studies were performed using Phylip package. Bootstrap values (per 1000 replicates) are shown at branch points. The bar indicates the number of substitutions per sequence position

Comparisons with other genomes of spp. bacteriophages and bacteriophage T4

Multiple genome alignment was performed using Mauve [14] and comparative genomics analysis was done using EDGAR [15]. A pairwise comparison of the complete four genome sequence of ϕD3, ϕD5 [7], LimeStone1 [6] and bacteriophage T4 revealed that ϕD3, ϕD5 and LimeStone1 share considerable genetic similarity which may suggest their common origin (Fig. 4). This is unexpected considering the fact that LimeStone1 was isolated in Belgium and ϕD3 and ϕD5 were isolated in different regions in Poland. The core (common) genome of ϕD3, ϕD5 and LimeStone1 consists of 178 genes, whereas only 7, 13 and 6 genes are specific for phages ϕD3, ϕD5 and LimeStone1, respectively (Fig. 4).
Fig. 4

Core genome of ϕD3, ϕD5 and LimeStone1 bacteriophages

Core genome of ϕD3, ϕD5 and LimeStone1 bacteriophages Interestingly, the majority of the genes found in ϕD3 do not have homologs in T4 (one of the best described and characterized Myoviridae bacteriophages) and only two genes are present in both phages viz. (i) phage recombination protein and (ii) phage endoribonuclease translational repressor of early genes. Bacteriophage capsid assembly protein (gp20) was used for phylogenetic analysis as previously described [16, 17]. Nucleotide sequences of gp20 proteins of LimeStone1 (Genbank accession: NC019925), bacteriophage ϕD5 (KJ716335), phage phiSboM-AG3 (NC013693), phage SKML-39 (NC019910), phage 0507-KN2-1 (NC022343), phage vB SalM SJ3 (NC024122), phage PhaxI (NC0194521), phage vB_EcoM_CBA120 (NC016570), phage SFP10( NC016073), phage PhiSH19 (NC019530), phage Maynard (NC022768), phage Marshall (NC022772), phage ECML-4 (NC025446), phage vB SalM SJ2 (NC023856), phage Vi01 (NC015296) were obtained from GenBank. ClustalX was used to align nucleotide sequences and to manually correct aligned sequences prior to further analyses. Phylogeny studies were performed with the use of the Phylip program [18] and Molecular Evolutionary Genetic Analysis (MEGA6) software [19]. Dendrograms were created using the Maximum likelihood method followed by calculating the p-distance matrix for aligned gp20 nucleotide sequences (length of gp20 nucleotide sequences: 600 bp, nucleotide substitution model: K80 Kimura) with the bootstrap support fixed to 1000 re-samplings. To root the tree, a gp20 nucleotide sequence from bacteriophage T4 derived from its complete genome (NC000866) was used. As expected, ϕD3 showed the highest similarity to the other described spp. bacteriophages (LimeStone1 and ϕD5). On the basis of the gp20 phylogenetic analysis, ϕD3 was also closely related to phage phiSboM-AG3 and phage SKML-39. The largest phylogenetic distance was observed between ϕD3 and phage T4 (Fig. 3b).

Conclusions

As far we know, the ϕD3 is the third bacteriophage able to infect (and kill) several species of that has been genetically characterized in depth and is also the second spp. lytic bacteriophage isolated in Poland. We expect that the availability of an additional spp. specific bacteriophage would improve our understanding of bacteriophage – bacteria interactions and gives an insight on conservation and evolution of spp. lytic bacteriophages as well as improve our knowledge on spp. ecological fitness in complex (soil, rhizosphere and phyllosphere) environments.
  16 in total

1.  GeneSilico protein structure prediction meta-server.

Authors:  Michal A Kurowski; Janusz M Bujnicki
Journal:  Nucleic Acids Res       Date:  2003-07-01       Impact factor: 16.971

Review 2.  Top 10 plant pathogenic bacteria in molecular plant pathology.

Authors:  John Mansfield; Stephane Genin; Shimpei Magori; Vitaly Citovsky; Malinee Sriariyanum; Pamela Ronald; Max Dow; Valérie Verdier; Steven V Beer; Marcos A Machado; Ian Toth; George Salmond; Gary D Foster
Journal:  Mol Plant Pathol       Date:  2012-06-05       Impact factor: 5.663

Review 3.  Bacteriophages for plant disease control.

Authors:  J B Jones; L E Jackson; B Balogh; A Obradovic; F B Iriarte; M T Momol
Journal:  Annu Rev Phytopathol       Date:  2007       Impact factor: 13.078

4.  Purification of bacteriophages and SDS-PAGE analysis of phage structural proteins from ghost particles.

Authors:  Pascale Boulanger
Journal:  Methods Mol Biol       Date:  2009

5.  MEGA6: Molecular Evolutionary Genetics Analysis version 6.0.

Authors:  Koichiro Tamura; Glen Stecher; Daniel Peterson; Alan Filipski; Sudhir Kumar
Journal:  Mol Biol Evol       Date:  2013-10-16       Impact factor: 16.240

6.  The capsid of the T4 phage superfamily: the evolution, diversity, and structure of some of the most prevalent proteins in the biosphere.

Authors:  André M Comeau; Henry M Krisch
Journal:  Mol Biol Evol       Date:  2008-04-07       Impact factor: 16.240

7.  The genome, proteome and phylogenetic analysis of Sinorhizobium meliloti phage ΦM12, the founder of a new group of T4-superfamily phages.

Authors:  Tess E Brewer; M Elizabeth Stroupe; Kathryn M Jones
Journal:  Virology       Date:  2013-12-25       Impact factor: 3.616

8.  Identification of bacteriophages for biocontrol of the kiwifruit canker phytopathogen Pseudomonas syringae pv. actinidiae.

Authors:  Rebekah A Frampton; Corinda Taylor; Angela V Holguín Moreno; Sandra B Visnovsky; Nicola K Petty; Andrew R Pitman; Peter C Fineran
Journal:  Appl Environ Microbiol       Date:  2014-01-31       Impact factor: 4.792

9.  progressiveMauve: multiple genome alignment with gene gain, loss and rearrangement.

Authors:  Aaron E Darling; Bob Mau; Nicole T Perna
Journal:  PLoS One       Date:  2010-06-25       Impact factor: 3.240

10.  PHACTS, a computational approach to classifying the lifestyle of phages.

Authors:  Katelyn McNair; Barbara A Bailey; Robert A Edwards
Journal:  Bioinformatics       Date:  2012-01-11       Impact factor: 6.937

View more
  4 in total

1.  Diversity of limestone bacteriophages infecting Dickeya solani isolated in the Czech Republic.

Authors:  Karel Petrzik; Josef Vacek; Sára Brázdová; Rudolf Ševčík; Igor Koloniuk
Journal:  Arch Virol       Date:  2021-02-09       Impact factor: 2.574

2.  Environmental Bacteriophages of the Emerging Enterobacterial Phytopathogen, Dickeya solani, Show Genomic Conservation and Capacity for Horizontal Gene Transfer between Their Bacterial Hosts.

Authors:  Andrew Day; Jiyoon Ahn; Xinzhe Fang; George P C Salmond
Journal:  Front Microbiol       Date:  2017-08-30       Impact factor: 5.640

3.  Jumbo Bacteriophages Are Represented Within an Increasing Diversity of Environmental Viruses Infecting the Emerging Phytopathogen, Dickeya solani.

Authors:  Andrew Day; Jiyoon Ahn; George P C Salmond
Journal:  Front Microbiol       Date:  2018-09-12       Impact factor: 5.640

4.  Host Specificity of the Dickeya Bacteriophage PP35 Is Directed by a Tail Spike Interaction With Bacterial O-Antigen, Enabling the Infection of Alternative Non-pathogenic Bacterial Host.

Authors:  Anastasia P Kabanova; Mikhail M Shneider; Aleksei A Korzhenkov; Eugenia N Bugaeva; Kirill K Miroshnikov; Evelina L Zdorovenko; Eugene E Kulikov; Stepan V Toschakov; Alexander N Ignatov; Yuriy A Knirel; Konstantin A Miroshnikov
Journal:  Front Microbiol       Date:  2019-01-11       Impact factor: 5.640

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.