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1.
Cell Host Microbe ; 32(1): 35-47.e6, 2024 Jan 10.
Artigo em Inglês | MEDLINE | ID: mdl-38096814

RESUMO

Bacteriophages are key components of gut microbiomes, yet the phage colonization process in the infant gut remains uncertain. Here, we establish a large phage sequence database and use strain-resolved analyses to investigate DNA phage succession in infants throughout the first 3 years of life. Analysis of 819 fecal metagenomes collected from 28 full-term and 24 preterm infants and their mothers revealed that early-life phageome richness increases over time and reaches adult-like complexity by age 3. Approximately 9% of early phage colonizers, which are mostly maternally transmitted and infect Bacteroides, persist for 3 years and are more prevalent in full-term than in preterm infants. Although rare, phages with stop codon reassignment are more likely to persist than non-recoded phages and generally display an increase in in-frame reassigned stop codons over 3 years. Overall, maternal seeding, stop codon reassignment, host CRISPR-Cas locus prevalence, and diverse phage populations contribute to stable viral colonization.


Assuntos
Bacteriófagos , Microbioma Gastrointestinal , Lactente , Feminino , Adulto , Humanos , Recém-Nascido , Pré-Escolar , Bacteriófagos/genética , Códon de Terminação , Recém-Nascido Prematuro , Microbioma Gastrointestinal/genética , DNA
2.
Nat Commun ; 14(1): 7417, 2023 Nov 16.
Artigo em Inglês | MEDLINE | ID: mdl-37973815

RESUMO

The early-life gut microbiome development has long-term health impacts and can be influenced by factors such as infant diet. Human milk oligosaccharides (HMOs), an essential component of breast milk that can only be metabolized by some beneficial gut microorganisms, ensure proper gut microbiome establishment and infant development. However, how HMOs are metabolized by gut microbiomes is not fully elucidated. Isolate studies have revealed the genetic basis for HMO metabolism, but they exclude the possibility of HMO assimilation via synergistic interactions involving multiple organisms. Here, we investigate microbiome responses to 2'-fucosyllactose (2'FL), a prevalent HMO and a common infant formula additive, by establishing individualized microbiomes using fecal samples from three infants as the inocula. Bifidobacterium breve, a prominent member of infant microbiomes, typically cannot metabolize 2'FL. Using metagenomic data, we predict that extracellular fucosidases encoded by co-existing members such as Ruminococcus gnavus initiate 2'FL breakdown, thus critical for B. breve's growth. Using both targeted co-cultures and by supplementation of R. gnavus into one microbiome, we show that R. gnavus can promote extensive growth of B. breve through the release of lactose from 2'FL. Overall, microbiome cultivation combined with genome-resolved metagenomics demonstrates that HMO utilization can vary with an individual's microbiome.


Assuntos
Bifidobacterium , Microbiota , Feminino , Criança , Humanos , Lactente , Bifidobacterium/genética , Bifidobacterium/metabolismo , Trissacarídeos/metabolismo , Leite Humano/química , Oligossacarídeos/metabolismo
3.
mSphere ; 8(6): e0040123, 2023 Dec 20.
Artigo em Inglês | MEDLINE | ID: mdl-38009936

RESUMO

IMPORTANCE: Clostridioides difficile is the widespread anaerobic spore-forming bacterium that is a major cause of potentially lethal nosocomial infections associated with antibiotic therapy worldwide. Due to the increase in severe forms associated with a strong inflammatory response and higher recurrence rates, a current imperative is to develop synergistic and alternative treatments for C. difficile infections. In particular, phage therapy is regarded as a potential substitute for existing antimicrobial treatments. However, it faces challenges because C. difficile has highly active CRISPR-Cas immunity, which may be a specific adaptation to phage-rich and highly crowded gut environment. To overcome this defense, C. difficile phages must employ anti-CRISPR mechanisms. Here, we present the first anti-CRISPR protein that inhibits the CRISPR-Cas defense system in this pathogen. Our work offers insights into the interactions between C. difficile and its phages, paving the way for future CRISPR-based applications and development of effective phage therapy strategies combined with the engineering of virulent C. difficile infecting phages.


Assuntos
Bacteriófagos , Clostridioides difficile , Sistemas CRISPR-Cas , Clostridioides difficile/genética , Clostridioides , Bacteriófagos/genética
4.
Nat Commun ; 13(1): 5710, 2022 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-36175428

RESUMO

Previous bioinformatic analyses of metagenomic data have indicated that bacteriophages can use genetic codes different from those of their host bacteria. In particular, reassignment of stop codon TAG to glutamine (a variation known as 'genetic code 15') has been predicted. Here, we use LC-MS/MS-based metaproteomics of human fecal samples to provide experimental evidence of the use of genetic code 15 in two crAss-like phages. Furthermore, the proteomic data from several phage structural proteins supports the reassignment of the TAG stop codon to glutamine late in the phage infection cycle. Thus, our work experimentally validates the expression of genetic code 15 in human microbiome phages.


Assuntos
Bacteriófagos , Microbiota , Bacteriófagos/genética , Cromatografia Líquida , Códon de Terminação , Glutamina , Humanos , Microbiota/genética , Proteômica , Espectrometria de Massas em Tandem
5.
Nat Microbiol ; 7(6): 918-927, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35618772

RESUMO

Bacteriophages (phages) are obligate parasites that use host bacterial translation machinery to produce viral proteins. However, some phages have alternative genetic codes with reassigned stop codons that are predicted to be incompatible with bacterial translation systems. We analysed 9,422 phage genomes and found that stop-codon recoding has evolved in diverse clades of phages that infect bacteria present in both human and animal gut microbiota. Recoded stop codons are particularly over-represented in phage structural and lysis genes. We propose that recoded stop codons might function to prevent premature production of late-stage proteins. Stop-codon recoding has evolved several times in closely related lineages, which suggests that adaptive recoding can occur over very short evolutionary timescales.


Assuntos
Bacteriófagos , Animais , Bactérias/genética , Bacteriófagos/genética , Evolução Biológica , Códon de Terminação/genética , Proteínas/genética
6.
J Bacteriol ; 204(5): e0010522, 2022 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-35389256

RESUMO

Clustered regularly interspaced short palindromic repeats (CRISPR)-CRISPR-associated (Cas) systems are prokaryotic adaptive immune systems that have been well characterized biochemically, but in vivo spatiotemporal regulation and cell biology remain largely unaddressed. Here, we used fluorescent fusion proteins introduced at the chromosomal CRISPR-Cas locus to study the localization of the type I-F CRISPR-Cas system in Pseudomonas aeruginosa. When lacking a target in the cell, the Cascade complex is broadly nucleoid bound, while Cas3 is diffuse in the cytoplasm. When targeted to an integrated prophage, however, the CRISPR RNA (crRNA)-guided type I-F Cascade complex and a majority of Cas3 molecules in the cell are recruited to a single focus. Nucleoid association of the Csy proteins that form the Cascade complex is crRNA dependent and specifically inhibited by the expression of anti-CRISPR AcrIF2, which blocks protospacer adjacent motif (PAM) binding. The Cas9 nuclease is also nucleoid localized, only when single guide RNA (sgRNA) bound, which is abolished by the PAM-binding inhibitor AcrIIA4. Our findings reveal PAM-dependent nucleoid surveillance and spatiotemporal regulation in type I CRISPR-Cas that separates the nuclease-helicase Cas3 from the crRNA-guided surveillance complex. IMPORTANCE CRISPR-Cas systems, the prokaryotic adaptive immune systems, are largely understood using structural biology, biochemistry, and genetics. How CRISPR-Cas effectors are organized within cells is currently not well understood. By investigating the cell biology of the type I-F CRISPR-Cas system, we show that the surveillance complex, which "patrols" the cell to find targets, is largely nucleoid bound, while Cas3 nuclease is cytoplasmic. Nucleoid localization is also conserved for class 2 CRISPR-Cas single protein effector Cas9. Our observation of differential localization of the surveillance complex and Cas3 reveals a new layer of posttranslational spatiotemporal regulation to prevent autoimmunity.


Assuntos
Proteínas Associadas a CRISPR , Bactérias/metabolismo , Proteínas Associadas a CRISPR/genética , Proteínas Associadas a CRISPR/metabolismo , Sistemas CRISPR-Cas , DNA Helicases/genética , Endonucleases/metabolismo
7.
Nat Microbiol ; 7(1): 34-47, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34873292

RESUMO

Understanding microbial gene functions relies on the application of experimental genetics in cultured microorganisms. However, the vast majority of bacteria and archaea remain uncultured, precluding the application of traditional genetic methods to these organisms and their interactions. Here, we characterize and validate a generalizable strategy for editing the genomes of specific organisms in microbial communities. We apply environmental transformation sequencing (ET-seq), in which nontargeted transposon insertions are mapped and quantified following delivery to a microbial community, to identify genetically tractable constituents. Next, DNA-editing all-in-one RNA-guided CRISPR-Cas transposase (DART) systems for targeted DNA insertion into organisms identified as tractable by ET-seq are used to enable organism- and locus-specific genetic manipulation in a community context. Using a combination of ET-seq and DART in soil and infant gut microbiota, we conduct species- and site-specific edits in several bacteria, measure gene fitness in a nonmodel bacterium and enrich targeted species. These tools enable editing of microbial communities for understanding and control.


Assuntos
Microbioma Gastrointestinal/genética , Edição de Genes/métodos , Genoma Bacteriano , Consórcios Microbianos/genética , Microbiologia do Solo , Archaea/genética , Bactérias/classificação , Sistemas CRISPR-Cas , Humanos , Lactente , RNA Guia de Cinetoplastídeos
8.
ISME Commun ; 2(1): 31, 2022 Mar 30.
Artigo em Inglês | MEDLINE | ID: mdl-37938675

RESUMO

The ribosomal protein S21 (bS21) gene has been detected in diverse viruses with a large range of genome sizes, yet its in situ expression and potential significance have not been investigated. Here, we report five closely related clades of bacteriophages (phages) represented by 47 genomes (8 curated to completion and up to 331 kbp in length) that encode a bS21 gene. The bS21 gene is on the reverse strand within a conserved region that encodes the large terminase, major capsid protein, prohead protease, portal vertex proteins, and some hypothetical proteins. Based on CRISPR spacer targeting, the predominance of bacterial taxonomic affiliations of phage genes with those from Bacteroidetes, and the high sequence similarity of the phage bS21 genes and those from Bacteroidetes classes of Flavobacteriia, Cytophagia and Saprospiria, these phages are predicted to infect diverse Bacteroidetes species that inhabit a range of depths in freshwater lakes. Thus, bS21 phages have the potential to impact microbial community composition and carbon turnover in lake ecosystems. The transcriptionally active bS21-encoding phages were likely in the late stage of replication when collected, as core structural genes and bS21 were highly expressed. Thus, our analyses suggest that the phage bS21, which is involved in translation initiation, substitutes into the Bacteroidetes ribosomes and selects preferentially for phage transcripts during the late-stage replication when large-scale phage protein production is required for assembly of phage particles.

9.
iScience ; 24(8): 102875, 2021 Aug 20.
Artigo em Inglês | MEDLINE | ID: mdl-34386733

RESUMO

Lak phages with alternatively coded ∼540 kbp genomes were recently reported to replicate in Prevotella in microbiomes of humans that consume a non-Western diet, baboons, and pigs. Here, we explore Lak phage diversity and broader distribution using diagnostic polymerase chain reaction and genome-resolved metagenomics. Lak phages were detected in 13 animal types, including reptiles, and are particularly prevalent in pigs. Tracking Lak through the pig gastrointestinal tract revealed significant enrichment in the hindgut compared to the foregut. We reconstructed 34 new Lak genomes, including six curated complete genomes, all of which are alternatively coded. An anomalously large (∼660 kbp) complete genome reconstructed for the most deeply branched Lak from a horse microbiome is also alternatively coded. From the Lak genomes, we identified proteins associated with specific animal species; notably, most have no functional predictions. The presence of closely related Lak phages in diverse animals indicates facile distribution coupled to host-specific adaptation.

10.
Proc Natl Acad Sci U S A ; 118(28)2021 07 13.
Artigo em Inglês | MEDLINE | ID: mdl-34244437

Assuntos
Bacteriófagos
11.
Nucleic Acids Res ; 49(4): 2114-2125, 2021 02 26.
Artigo em Inglês | MEDLINE | ID: mdl-33544853

RESUMO

Bacteria deploy multiple defenses to prevent mobile genetic element (MGEs) invasion. CRISPR-Cas immune systems use RNA-guided nucleases to target MGEs, which counter with anti-CRISPR (Acr) proteins. Our understanding of the biology and co-evolutionary dynamics of the common Type I-C CRISPR-Cas subtype has lagged because it lacks an in vivo phage-host model system. Here, we show the anti-phage function of a Pseudomonas aeruginosa Type I-C CRISPR-Cas system encoded on a conjugative pKLC102 island, and its Acr-mediated inhibition by distinct MGEs. Seven genes with anti-Type I-C function (acrIC genes) were identified, many with highly acidic amino acid content, including previously described DNA mimic AcrIF2. Four of the acr genes were broad spectrum, also inhibiting I-E or I-F P. aeruginosa CRISPR-Cas subtypes. Dual inhibition comes at a cost, however, as simultaneous expression of Type I-C and I-F systems renders phages expressing the dual inhibitor AcrIF2 more sensitive to targeting. Mutagenesis of numerous acidic residues in AcrIF2 did not impair anti-I-C or anti-I-F function per se but did exacerbate inhibition defects during competition, suggesting that excess negative charge may buffer DNA mimics against competition. Like AcrIF2, five of the Acr proteins block Cascade from binding DNA, while two function downstream, likely preventing Cas3 recruitment or activity. One such inhibitor, AcrIC3, is found in an 'anti-Cas3' cluster within conjugative elements, encoded alongside bona fide Cas3 inhibitors AcrIF3 and AcrIE1. Our findings demonstrate an active battle between an MGE-encoded CRISPR-Cas system and its diverse MGE targets.


Assuntos
Sistemas CRISPR-Cas , Sequências Repetitivas Dispersas , Pseudomonas aeruginosa/genética , Bacteriófagos/genética , Bacteriófagos/metabolismo , Proteínas Associadas a CRISPR/metabolismo , Clivagem do DNA , Pseudomonas aeruginosa/imunologia , Pseudomonas aeruginosa/virologia , Proteínas Virais/metabolismo
13.
Nat Commun ; 11(1): 3784, 2020 07 29.
Artigo em Inglês | MEDLINE | ID: mdl-32728052

RESUMO

The CRISPR-Cas are adaptive bacterial and archaeal immunity systems that have been harnessed for the development of powerful genome editing and engineering tools. In the incessant host-parasite arms race, viruses evolved multiple anti-defense mechanisms including diverse anti-CRISPR proteins (Acrs) that specifically inhibit CRISPR-Cas and therefore have enormous potential for application as modulators of genome editing tools. Most Acrs are small and highly variable proteins which makes their bioinformatic prediction a formidable task. We present a machine-learning approach for comprehensive Acr prediction. The model shows high predictive power when tested against an unseen test set and was employed to predict 2,500 candidate Acr families. Experimental validation of top candidates revealed two unknown Acrs (AcrIC9, IC10) and three other top candidates were coincidentally identified and found to possess anti-CRISPR activity. These results substantially expand the repertoire of predicted Acrs and provide a resource for experimental Acr discovery.


Assuntos
Bacteriófagos/genética , Proteína 9 Associada à CRISPR/antagonistas & inibidores , Aprendizado de Máquina , Análise de Sequência de Proteína/métodos , Proteínas Virais/genética , Archaea/genética , Archaea/virologia , Bactérias/genética , Bactérias/virologia , Proteína 9 Associada à CRISPR/genética , Sistemas CRISPR-Cas/genética , Biologia Computacional/métodos , Conjuntos de Dados como Assunto , Edição de Genes/métodos , Interações Hospedeiro-Parasita/genética , Homologia de Sequência de Aminoácidos
14.
Nat Microbiol ; 5(5): 679-687, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32203410

RESUMO

CRISPR-Cas systems are adaptive immune systems that protect bacteria from bacteriophage (phage) infection1. To provide immunity, RNA-guided protein surveillance complexes recognize foreign nucleic acids, triggering their destruction by Cas nucleases2. While the essential requirements for immune activity are well understood, the physiological cues that regulate CRISPR-Cas expression are not. Here, a forward genetic screen identifies a two-component system (KinB-AlgB), previously characterized in the regulation of Pseudomonas aeruginosa alginate biosynthesis3,4, as a regulator of the expression and activity of the P. aeruginosa Type I-F CRISPR-Cas system. Downstream of KinB-AlgB, activators of alginate production AlgU (a σE orthologue) and AlgR repress CRISPR-Cas activity during planktonic and surface-associated growth5. AmrZ, another alginate regulator6, is triggered to repress CRISPR-Cas immunity upon surface association. Pseudomonas phages and plasmids have taken advantage of this regulatory scheme and carry hijacked homologs of AmrZ that repress CRISPR-Cas expression and activity. This suggests that while CRISPR-Cas regulation may be important to limit self-toxicity, endogenous repressive pathways represent a vulnerability for parasite manipulation.


Assuntos
Alginatos/metabolismo , Bactérias/metabolismo , Bactérias/virologia , Bacteriófagos/genética , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas , Bactérias/genética , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Sequência de Bases , Sistemas CRISPR-Cas , Proteínas de Ligação a DNA/genética , Regulação Bacteriana da Expressão Gênica , Genes Bacterianos/genética , Genes Reguladores/genética , Imunidade , Fagos de Pseudomonas/genética , Pseudomonas aeruginosa/metabolismo , Fatores de Transcrição , Transcrição Gênica
16.
CRISPR J ; 2(6): 434-440, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31809194

RESUMO

Bacteria and archaea use CRISPR-Cas adaptive immune systems to destroy complementary nucleic acids using RNAs derived from CRISPR loci. Here, we provide the first functional evidence for type IV CRISPR-Cas, demonstrating that the system from Pseudomonas aeruginosa strain PA83 mediates RNA-guided interference against a plasmid in vivo, both clearing the plasmid and inhibiting its uptake. This interference depends on the putative NTP-dependent helicase activity of Csf4/DinG.


Assuntos
Sistemas CRISPR-Cas/genética , Pseudomonas aeruginosa/genética , RNA Guia de Cinetoplastídeos/genética , Bactérias/genética , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/genética , Plasmídeos/genética , Interferência de RNA/fisiologia
17.
Cell ; 178(6): 1452-1464.e13, 2019 09 05.
Artigo em Inglês | MEDLINE | ID: mdl-31474367

RESUMO

Phages express anti-CRISPR (Acr) proteins to inhibit CRISPR-Cas systems that would otherwise destroy their genomes. Most acr genes are located adjacent to anti-CRISPR-associated (aca) genes, which encode proteins with a helix-turn-helix DNA-binding motif. The conservation of aca genes has served as a signpost for the identification of acr genes, but the function of the proteins encoded by these genes has not been investigated. Here we reveal that an acr-associated promoter drives high levels of acr transcription immediately after phage DNA injection and that Aca proteins subsequently repress this transcription. Without Aca activity, this strong transcription is lethal to a phage. Our results demonstrate how sufficient levels of Acr proteins accumulate early in the infection process to inhibit existing CRISPR-Cas complexes in the host cell. They also imply that the conserved role of Aca proteins is to mitigate the deleterious effects of strong constitutive transcription from acr promoters.


Assuntos
Bacteriófagos/genética , Sistemas CRISPR-Cas/genética , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/genética , Proteínas Virais/genética , Proteínas Associadas a CRISPR/genética , Escherichia coli/virologia , Regiões Promotoras Genéticas/genética , Pseudomonas aeruginosa/virologia , Fatores de Transcrição/genética , Transcrição Gênica
18.
Nat Microbiol ; 4(11): 1895-1906, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31332386

RESUMO

Bacteriophages from the Inoviridae family (inoviruses) are characterized by their unique morphology, genome content and infection cycle. One of the most striking features of inoviruses is their ability to establish a chronic infection whereby the viral genome resides within the cell in either an exclusively episomal state or integrated into the host chromosome and virions are continuously released without killing the host. To date, a relatively small number of inovirus isolates have been extensively studied, either for biotechnological applications, such as phage display, or because of their effect on the toxicity of known bacterial pathogens including Vibrio cholerae and Neisseria meningitidis. Here, we show that the current 56 members of the Inoviridae family represent a minute fraction of a highly diverse group of inoviruses. Using a machine learning approach leveraging a combination of marker gene and genome features, we identified 10,295 inovirus-like sequences from microbial genomes and metagenomes. Collectively, our results call for reclassification of the current Inoviridae family into a viral order including six distinct proposed families associated with nearly all bacterial phyla across virtually every ecosystem. Putative inoviruses were also detected in several archaeal genomes, suggesting that, collectively, members of this supergroup infect hosts across the domains Bacteria and Archaea. Finally, we identified an expansive diversity of inovirus-encoded toxin-antitoxin and gene expression modulation systems, alongside evidence of both synergistic (CRISPR evasion) and antagonistic (superinfection exclusion) interactions with co-infecting viruses, which we experimentally validated in a Pseudomonas model. Capturing this previously obscured component of the global virosphere may spark new avenues for microbial manipulation approaches and innovative biotechnological applications.


Assuntos
Archaea/virologia , Bactérias/virologia , Biologia Computacional/métodos , Inoviridae/classificação , Vírus de Archaea/classificação , Vírus de Archaea/genética , Bacteriófagos/classificação , Bacteriófagos/genética , Genoma Viral , Inoviridae/genética , Aprendizado de Máquina , Filogenia
19.
Science ; 362(6411): 240-242, 2018 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-30190308

RESUMO

Bacterial CRISPR-Cas systems protect their host from bacteriophages and other mobile genetic elements. Mobile elements, in turn, encode various anti-CRISPR (Acr) proteins to inhibit the immune function of CRISPR-Cas. To date, Acr proteins have been discovered for type I (subtypes I-D, I-E, and I-F) and type II (II-A and II-C) but not other CRISPR systems. Here, we report the discovery of 12 acr genes, including inhibitors of type V-A and I-C CRISPR systems. AcrVA1 inhibits a broad spectrum of Cas12a (Cpf1) orthologs-including MbCas12a, Mb3Cas12a, AsCas12a, and LbCas12a-when assayed in human cells. The acr genes reported here provide useful biotechnological tools and mark the discovery of acr loci in many bacteria and phages.


Assuntos
Proteínas de Bactérias/antagonistas & inibidores , Sistemas CRISPR-Cas , Endonucleases/antagonistas & inibidores , Edição de Genes , Moraxella/genética , Pseudomonas/genética , Proteínas de Bactérias/química , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Linhagem Celular , Biologia Computacional/métodos , Humanos
20.
Cell ; 174(4): 917-925.e10, 2018 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-30033364

RESUMO

Bacteria utilize CRISPR-Cas adaptive immune systems for protection from bacteriophages (phages), and some phages produce anti-CRISPR (Acr) proteins that inhibit immune function. Despite thorough mechanistic and structural information for some Acr proteins, how they are deployed and utilized by a phage during infection is unknown. Here, we show that Acr production does not guarantee phage replication when faced with CRISPR-Cas immunity, but instead, infections fail when phage population numbers fall below a critical threshold. Infections succeed only if a sufficient Acr dose is contributed to a single cell by multiple phage genomes. The production of Acr proteins by phage genomes that fail to replicate leave the cell immunosuppressed, which predisposes the cell for successful infection by other phages in the population. This altruistic mechanism for CRISPR-Cas inhibition demonstrates inter-virus cooperation that may also manifest in other host-parasite interactions.


Assuntos
Bacteriófagos/imunologia , Sistemas CRISPR-Cas/imunologia , Interações Hospedeiro-Patógeno/imunologia , Pseudomonas aeruginosa/imunologia , Pseudomonas aeruginosa/virologia , Proteínas Virais/imunologia , Evolução Molecular , Pseudomonas aeruginosa/genética , Proteínas Virais/metabolismo
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