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1.
Cell ; 186(5): 987-998.e15, 2023 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-36764290

RESUMO

RADAR is a two-protein bacterial defense system that was reported to defend against phage by "editing" messenger RNA. Here, we determine cryo-EM structures of the RADAR defense complex, revealing RdrA as a heptameric, two-layered AAA+ ATPase and RdrB as a dodecameric, hollow complex with twelve surface-exposed deaminase active sites. RdrA and RdrB join to form a giant assembly up to 10 MDa, with RdrA docked as a funnel over the RdrB active site. Surprisingly, our structures reveal an RdrB active site that targets mononucleotides. We show that RdrB catalyzes ATP-to-ITP conversion in vitro and induces the massive accumulation of inosine mononucleotides during phage infection in vivo, limiting phage replication. Our results define ATP mononucleotide deamination as a determinant of RADAR immunity and reveal supramolecular assembly of a nucleotide-modifying machine as a mechanism of anti-phage defense.


Assuntos
Bacteriófagos , Bacteriófagos/metabolismo , Microscopia Crioeletrônica/métodos , ATPases Associadas a Diversas Atividades Celulares , Trifosfato de Adenosina , Adenosina Desaminase/metabolismo
2.
Cell Host Microbe ; 30(11): 1556-1569.e5, 2022 11 09.
Artigo em Inglês | MEDLINE | ID: mdl-36302390

RESUMO

Bacterial anti-phage systems are frequently clustered in microbial genomes, forming defense islands. This property enabled the recent discovery of multiple defense systems based on their genomic co-localization with known systems, but the full arsenal of anti-phage mechanisms remains unknown. We report the discovery of 21 defense systems that protect bacteria from phages, based on computational genomic analyses and phage-infection experiments. We identified multiple systems with domains involved in eukaryotic antiviral immunity, including those homologous to the ubiquitin-like ISG15 protein, dynamin-like domains, and SEFIR domains, and show their participation in bacterial defenses. Additional systems include domains predicted to manipulate DNA and RNA molecules, alongside toxin-antitoxin systems shown here to function in anti-phage defense. These systems are widely distributed in microbial genomes, and in some bacteria, they form a considerable fraction of the immune arsenal. Our data substantially expand the inventory of defense systems utilized by bacteria to counteract phage infection.


Assuntos
Bacteriófagos , Bacteriófagos/genética , Bactérias/genética , Genoma Microbiano , Genômica , Sistema Imunitário
3.
Nat Microbiol ; 7(7): 1028-1040, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35725776

RESUMO

Toxin-antitoxin (TA) systems are broadly distributed, yet poorly conserved, genetic elements whose biological functions are unclear and controversial. Some TA systems may provide bacteria with immunity to infection by their ubiquitous viral predators, bacteriophages. To identify such TA systems, we searched bioinformatically for those frequently encoded near known phage defence genes in bacterial genomes. This search identified homologues of DarTG, a recently discovered family of TA systems whose biological functions and natural activating conditions were unclear. Representatives from two different subfamilies, DarTG1 and DarTG2, strongly protected E. coli MG1655 against different phages. We demonstrate that for each system, infection with either RB69 or T5 phage, respectively, triggers release of the DarT toxin, a DNA ADP-ribosyltransferase, that then modifies viral DNA and prevents replication, thereby blocking the production of mature virions. Further, we isolated phages that have evolved to overcome DarTG defence either through mutations to their DNA polymerase or to an anti-DarT factor, gp61.2, encoded by many T-even phages. Collectively, our results indicate that phage defence may be a common function for TA systems and reveal the mechanism by which DarTG systems inhibit phage infection.


Assuntos
Bacteriófagos , Sistemas Toxina-Antitoxina , Difosfato de Adenosina , Bacteriófagos/genética , DNA Viral/genética , Escherichia coli/genética , Sistemas Toxina-Antitoxina/genética
4.
Nature ; 600(7887): 116-120, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34853457

RESUMO

The Toll/interleukin-1 receptor (TIR) domain is a canonical component of animal and plant immune systems1,2. In plants, intracellular pathogen sensing by immune receptors triggers their TIR domains to generate a molecule that is a variant of cyclic ADP-ribose3,4. This molecule is hypothesized to mediate plant cell death through a pathway that has yet to be resolved5. TIR domains have also been shown to be involved in a bacterial anti-phage defence system called Thoeris6, but the mechanism of Thoeris defence remained unknown. Here we show that phage infection triggers Thoeris TIR-domain proteins to produce an isomer of cyclic ADP-ribose. This molecular signal activates a second protein, ThsA, which then depletes the cell of the essential molecule nicotinamide adenine dinucleotide (NAD) and leads to abortive infection and cell death. We also show that, similar to eukaryotic innate immune systems, bacterial TIR-domain proteins determine the immunological specificity to the invading pathogen. Our results describe an antiviral signalling pathway in bacteria, and suggest that the generation of intracellular signalling molecules is an ancient immunological function of TIR domains that is conserved in both plant and bacterial immunity.


Assuntos
Bacillus/imunologia , Bacillus/virologia , Proteínas de Bactérias/química , Proteínas de Bactérias/imunologia , Bacteriófagos/imunologia , Receptores de Interleucina-1/química , Transdução de Sinais/imunologia , Receptores Toll-Like/química , ADP-Ribose Cíclica/análogos & derivados , ADP-Ribose Cíclica/metabolismo , Evolução Molecular , Modelos Moleculares , NAD/metabolismo , Domínios Proteicos , Especificidade por Substrato/imunologia
5.
Sci Signal ; 13(632)2020 05 19.
Artigo em Inglês | MEDLINE | ID: mdl-32430292

RESUMO

In nature, bacteria form biofilms-differentiated multicellular communities attached to surfaces. Within these generally sessile biofilms, a subset of cells continues to express motility genes. We found that this subpopulation enabled Bacillus subtilis biofilms to expand on high-friction surfaces. The extracellular matrix (ECM) protein TasA was required for the expression of flagellar genes. In addition to its structural role as an adhesive fiber for cell attachment, TasA acted as a developmental signal stimulating a subset of biofilm cells to revert to a motile phenotype. Transcriptomic analysis revealed that TasA stimulated the expression of a specific subset of genes whose products promote motility and repress ECM production. Spontaneous suppressor mutations that restored motility in the absence of TasA revealed that activation of the biofilm-motility switch by the two-component system CssR/CssS antagonized the TasA-mediated reversion to motility in biofilm cells. Our results suggest that although mostly sessile, biofilms retain a degree of motility by actively maintaining a motile subpopulation.


Assuntos
Bacillus subtilis/fisiologia , Proteínas de Bactérias/metabolismo , Biofilmes/crescimento & desenvolvimento , Proteínas da Matriz Extracelular/metabolismo
6.
Nature ; 574(7780): 691-695, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31533127

RESUMO

The cyclic GMP-AMP synthase (cGAS)-STING pathway is a central component of the cell-autonomous innate immune system in animals1,2. The cGAS protein is a sensor of cytosolic viral DNA and, upon sensing DNA, it produces a cyclic GMP-AMP (cGAMP) signalling molecule that binds to the STING protein and activates the immune response3-5. The production of cGAMP has also been detected in bacteria6, and has been shown, in Vibrio cholerae, to activate a phospholipase that degrades the inner bacterial membrane7. However, the biological role of cGAMP signalling in bacteria remains unknown. Here we show that cGAMP signalling is part of an antiphage defence system that is common in bacteria. This system is composed of a four-gene operon that encodes the bacterial cGAS and the associated phospholipase, as well as two enzymes with the eukaryotic-like domains E1, E2 and JAB. We show that this operon confers resistance against a wide variety of phages. Phage infection triggers the production of cGAMP, which-in turn-activates the phospholipase, leading to a loss of membrane integrity and to cell death before completion of phage reproduction. Diverged versions of this system appear in more than 10% of prokaryotic genomes, and we show that variants with effectors other than phospholipase also protect against phage infection. Our results suggest that the eukaryotic cGAS-STING antiviral pathway has ancient evolutionary roots that stem from microbial defences against phages.


Assuntos
Bactérias/virologia , Nucleotídeos Cíclicos/metabolismo , Transdução de Sinais , Bactérias/imunologia , Bactérias/metabolismo , Proteínas de Bactérias/metabolismo , Bacteriófagos/fisiologia , Nucleotídeos Cíclicos/imunologia , Replicação Viral
7.
Science ; 359(6379)2018 03 02.
Artigo em Inglês | MEDLINE | ID: mdl-29371424

RESUMO

The arms race between bacteria and phages led to the development of sophisticated antiphage defense systems, including CRISPR-Cas and restriction-modification systems. Evidence suggests that known and unknown defense systems are located in "defense islands" in microbial genomes. Here, we comprehensively characterized the bacterial defensive arsenal by examining gene families that are clustered next to known defense genes in prokaryotic genomes. Candidate defense systems were systematically engineered and validated in model bacteria for their antiphage activities. We report nine previously unknown antiphage systems and one antiplasmid system that are widespread in microbes and strongly protect against foreign invaders. These include systems that adopted components of the bacterial flagella and condensin complexes. Our data also suggest a common, ancient ancestry of innate immunity components shared between animals, plants, and bacteria.


Assuntos
Bacillus subtilis/imunologia , Bacillus subtilis/virologia , Bacteriófagos/imunologia , Bacteriófagos/patogenicidade , Escherichia coli/imunologia , Escherichia coli/virologia , Genes Bacterianos/fisiologia , Bacillus subtilis/genética , Escherichia coli/genética , Genoma Bacteriano , Família Multigênica
8.
Nat Microbiol ; 3(1): 90-98, 2018 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29085076

RESUMO

The evolutionary pressure imposed by phage predation on bacteria and archaea has resulted in the development of effective anti-phage defence mechanisms, including restriction-modification and CRISPR-Cas systems. Here, we report on a new defence system, DISARM (defence island system associated with restriction-modification), which is widespread in bacteria and archaea. DISARM is composed of five genes, including a DNA methylase and four other genes annotated as a helicase domain, a phospholipase D (PLD) domain, a DUF1998 domain and a gene of unknown function. Engineering the Bacillus paralicheniformis 9945a DISARM system into Bacillus subtilis has rendered the engineered bacteria protected against phages from all three major families of tailed double-stranded DNA phages. Using a series of gene deletions, we show that four of the five genes are essential for DISARM-mediated defence, with the fifth (PLD) being redundant for defence against some of the phages. We further show that DISARM restricts incoming phage DNA and that the B. paralicheniformis DISARM methylase modifies host CCWGG motifs as a marker of self DNA akin to restriction-modification systems. Our results suggest that DISARM is a new type of multi-gene restriction-modification module, expanding the arsenal of defence systems known to be at the disposal of prokaryotes against their viruses.


Assuntos
Bacillus subtilis/genética , Bacillus subtilis/virologia , Proteínas de Bactérias/metabolismo , Bacteriófagos/fisiologia , Enzimas de Restrição-Modificação do DNA/genética , Família Multigênica/genética , Proteínas de Bactérias/genética , Bacteriófagos/classificação , Bacteriófagos/crescimento & desenvolvimento , Clonagem Molecular , Biologia Computacional , Genoma Bacteriano/genética , Ilhas Genômicas , Metiltransferases/genética , Modelos Genéticos , Deleção de Sequência , Replicação Viral
9.
Nat Commun ; 8: 14123, 2017 01 19.
Artigo em Inglês | MEDLINE | ID: mdl-28102224

RESUMO

Organisms adjust their gene expression to improve fitness in diverse environments. But finding the optimal expression in each environment presents a challenge. We ask how good cells are at finding such optima by studying the control of carbon catabolism genes in Escherichia coli. Bacteria show a growth law: growth rate on different carbon sources declines linearly with the steady-state expression of carbon catabolic genes. We experimentally modulate gene expression to ask if this growth law always maximizes growth rate, as has been suggested by theory. We find that the growth law is optimal in many conditions, including a range of perturbations to lactose uptake, but provides sub-optimal growth on several other carbon sources. Combining theory and experiment, we genetically re-engineer E. coli to make sub-optimal conditions into optimal ones and vice versa. We conclude that the carbon growth law is not always optimal, but represents a practical heuristic that often works but sometimes fails.


Assuntos
Carbono/metabolismo , Escherichia coli/genética , Escherichia coli/fisiologia , Regulação Bacteriana da Expressão Gênica/fisiologia , Adaptação Fisiológica/genética , Transporte Biológico , Proteínas de Escherichia coli/metabolismo , Engenharia Genética
10.
Nature ; 541(7638): 488-493, 2017 01 26.
Artigo em Inglês | MEDLINE | ID: mdl-28099413

RESUMO

Temperate viruses can become dormant in their host cells, a process called lysogeny. In every infection, such viruses decide between the lytic and the lysogenic cycles, that is, whether to replicate and lyse their host or to lysogenize and keep the host viable. Here we show that viruses (phages) of the SPbeta group use a small-molecule communication system to coordinate lysis-lysogeny decisions. During infection of its Bacillus host cell, the phage produces a six amino-acids-long communication peptide that is released into the medium. In subsequent infections, progeny phages measure the concentration of this peptide and lysogenize if the concentration is sufficiently high. We found that different phages encode different versions of the communication peptide, demonstrating a phage-specific peptide communication code for lysogeny decisions. We term this communication system the 'arbitrium' system, and further show that it is encoded by three phage genes: aimP, which produces the peptide; aimR, the intracellular peptide receptor; and aimX, a negative regulator of lysogeny. The arbitrium system enables a descendant phage to 'communicate' with its predecessors, that is, to estimate the amount of recent previous infections and hence decide whether to employ the lytic or lysogenic cycle.


Assuntos
Bacteriólise , Bacteriófagos/fisiologia , Lisogenia , Sequência de Aminoácidos , Bacillus/citologia , Bacillus/virologia , Bacteriólise/efeitos dos fármacos , Bacteriófagos/efeitos dos fármacos , Meios de Cultivo Condicionados/química , Meios de Cultivo Condicionados/farmacologia , DNA Viral/metabolismo , Lisogenia/efeitos dos fármacos , Modelos Biológicos , Peptídeos/química , Peptídeos/metabolismo , Peptídeos/farmacologia , Multimerização Proteica , Transcrição Gênica/efeitos dos fármacos , Proteínas Virais/química , Proteínas Virais/metabolismo , Proteínas Virais/farmacologia
11.
Cell Rep ; 16(11): 2811-2818, 2016 09 13.
Artigo em Inglês | MEDLINE | ID: mdl-27626652

RESUMO

Prokaryotic adaptive immune systems are composed of clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated (Cas) proteins. These systems adapt to new threats by integrating short nucleic acids, termed spacers, into the CRISPR array. The functional motifs in the repeat and the mechanism by which a constant repeat size is maintained are still elusive. Here, through a series of mutations within the repeat of the CRISPR-Cas type I-E, we identify motifs that are crucial for adaptation and show that they serve as anchor sites for two molecular rulers determining the size of the new repeat. Adaptation products from various repeat mutants support a model in which two motifs in the repeat bind to two different sites in the adaptation complex that are 8 and 16 bp away from the active site. This model significantly extends our understanding of the adaptation process and broadens the scope of its applications.


Assuntos
Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas/genética , Sequências Repetitivas de Ácido Nucleico/genética , Sequência de Bases , Escherichia coli/genética , Marcadores Genéticos , Modelos Genéticos , Motivos de Nucleotídeos/genética , Reprodutibilidade dos Testes
12.
Nucleic Acids Res ; 44(W1): W46-53, 2016 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-27154273

RESUMO

Whole-transcriptome sequencing studies from recent years revealed an unexpected complexity in transcriptomes of bacteria and archaea, including abundant non-coding RNAs, cis-antisense transcription and regulatory untranslated regions (UTRs). Understanding the functional relevance of the plethora of non-coding RNAs in a given organism is challenging, especially since some of these RNAs were attributed to 'transcriptional noise'. To allow the search for conserved transcriptomic elements we produced comparative transcriptome maps for multiple species across the microbial tree of life. These transcriptome maps are detailed in annotations, comparable by gene families, and BLAST-searchable by user provided sequences. Our transcriptome collection includes 18 model organisms spanning 10 phyla/subphyla of bacteria and archaea that were sequenced using standardized RNA-seq methods. The utility of the comparative approach, as implemented in our web server, is demonstrated by highlighting genes with exceptionally long 5'UTRs across species, which correspond to many known riboswitches and further suggest novel putative regulatory elements. Our study provides a standardized reference transcriptome to major clinically and environmentally important microbial phyla. The viewer is available at http://exploration.weizmann.ac.il/TCOL, setting a framework for comparative studies of the microbial non-coding genome.


Assuntos
Archaea/genética , Bactérias/genética , RNA Arqueal/genética , RNA Bacteriano/genética , RNA não Traduzido/genética , Transcriptoma , Interface Usuário-Computador , Regiões 5' não Traduzidas , Archaea/classificação , Bactérias/classificação , Mapeamento Cromossômico , Gráficos por Computador , Filogenia , Riboswitch , Análise de Sequência de RNA
13.
ISME J ; 10(6): 1437-55, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-26623542

RESUMO

Cyanobacteria are highly abundant in the oceans and are constantly exposed to lytic viruses. The T4-like cyanomyoviruses are abundant in the marine environment and have broad host-ranges relative to other cyanophages. It is currently unknown whether broad host-range phages specifically tailor their infection program for each host, or employ the same program irrespective of the host infected. Also unknown is how different hosts respond to infection by the same phage. Here we used microarray and RNA-seq analyses to investigate the interaction between the Syn9 T4-like cyanophage and three phylogenetically, ecologically and genomically distinct marine Synechococcus strains: WH7803, WH8102 and WH8109. Strikingly, Syn9 led a nearly identical infection and transcriptional program in all three hosts. Different to previous assumptions for T4-like cyanophages, three temporally regulated gene expression classes were observed. Furthermore, a novel regulatory element controlled early-gene transcription, and host-like promoters drove middle gene transcription, different to the regulatory paradigm for T4. Similar results were found for the P-TIM40 phage during infection of Prochlorococcus NATL2A. Moreover, genomic and metagenomic analyses indicate that these regulatory elements are abundant and conserved among T4-like cyanophages. In contrast to the near-identical transcriptional program employed by Syn9, host responses to infection involved host-specific genes primarily located in hypervariable genomic islands, substantiating islands as a major axis of phage-cyanobacteria interactions. Our findings suggest that the ability of broad host-range phages to infect multiple hosts is more likely dependent on the effectiveness of host defense strategies than on differential tailoring of the infection process by the phage.


Assuntos
Bacteriófagos/genética , Especificidade de Hospedeiro , Metagenômica , Prochlorococcus/virologia , Synechococcus/virologia , Transcriptoma , Bacteriófagos/fisiologia , Perfilação da Expressão Gênica , Oceanos e Mares , Análise de Sequência com Séries de Oligonucleotídeos , Filogenia , Prochlorococcus/genética , Alinhamento de Sequência , Análise de Sequência de RNA , Synechococcus/genética
14.
NPJ Biofilms Microbiomes ; 2: 15027, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-28721238

RESUMO

Bacillus subtilis biofilms have a fundamental role in shaping the soil ecosystem. During this process, they unavoidably interact with neighbour bacterial species. We studied the interspecies interactions between biofilms of the soil-residing bacteria B. subtilis and related Bacillus species. We found that proximity between the biofilms triggered recruitment of motile B. subtilis cells, which engulfed the competing Bacillus simplex colony. Upon interaction, B. subtilis secreted surfactin and cannibalism toxins, at concentrations that were inert to B. subtilis itself, which eliminated the B. simplex colony, as well as colonies of Bacillus toyonensis. Surfactin toxicity was correlated with the presence of short carbon-tail length isomers, and synergistic with the cannibalism toxins. Importantly, during biofilm development and interspecies interactions a subpopulation in B. subtilis biofilm lost its native plasmid, leading to increased virulence against the competing Bacillus species. Overall, these findings indicate that genetic programs and traits that have little effect on biofilm development when each species is grown in isolation have a dramatic impact when different bacterial species interact.

15.
EMBO J ; 34(2): 169-83, 2015 Jan 13.
Artigo em Inglês | MEDLINE | ID: mdl-25452498

RESUMO

The perpetual arms race between bacteria and phage has resulted in the evolution of efficient resistance systems that protect bacteria from phage infection. Such systems, which include the CRISPR-Cas and restriction-modification systems, have proven to be invaluable in the biotechnology and dairy industries. Here, we report on a six-gene cassette in Bacillus cereus which, when integrated into the Bacillus subtilis genome, confers resistance to a broad range of phages, including both virulent and temperate ones. This cassette includes a putative Lon-like protease, an alkaline phosphatase domain protein, a putative RNA-binding protein, a DNA methylase, an ATPase-domain protein, and a protein of unknown function. We denote this novel defense system BREX (Bacteriophage Exclusion) and show that it allows phage adsorption but blocks phage DNA replication. Furthermore, our results suggest that methylation on non-palindromic TAGGAG motifs in the bacterial genome guides self/non-self discrimination and is essential for the defensive function of the BREX system. However, unlike restriction-modification systems, phage DNA does not appear to be cleaved or degraded by BREX, suggesting a novel mechanism of defense. Pan genomic analysis revealed that BREX and BREX-like systems, including the distantly related Pgl system described in Streptomyces coelicolor, are widely distributed in ~10% of all sequenced microbial genomes and can be divided into six coherent subtypes in which the gene composition and order is conserved. Finally, we detected a phage family that evades the BREX defense, implying that anti-BREX mechanisms may have evolved in some phages as part of their arms race with bacteria.


Assuntos
Bacillus subtilis/virologia , Bacteriófagos/genética , Bacteriófagos/patogenicidade , Metilação de DNA , Metilases de Modificação do DNA/genética , Genoma Microbiano , Virulência/genética , Bacillus subtilis/genética , Bacteriófagos/crescimento & desenvolvimento , Evolução Biológica , Metilases de Modificação do DNA/metabolismo , DNA Bacteriano/genética , DNA Viral/genética , Filogenia
16.
Biochem Biophys Res Commun ; 414(3): 631-4, 2011 Oct 28.
Artigo em Inglês | MEDLINE | ID: mdl-22005468

RESUMO

Human exhibit sexual dimorphism early in development and throughout life. Here we stringently analyzed gene expression in inbred non-human primate embryonic stem cells (nhpESCs) searching for sexually dimorphisms. We utilized location-specific probes solely, thus avoiding probe cross-reactivity between members of gene families and genomic gene duplications. Seventeen sexually dimorphic transcripts (15 genes, out of which 9 autosomals) were identified, of which five were verified using real-time q-PCR. We compared these results from pedigreed nhpESCs with available human ESCs datasets. Three human X-linked genes show sexual dimorphism. Thus, these results enhance our knowledge and deepen our understanding on early development processes for sexual dimorphism.


Assuntos
Células-Tronco Embrionárias/metabolismo , Regulação da Expressão Gênica , Caracteres Sexuais , Animais , Linhagem Celular , Feminino , Perfilação da Expressão Gênica , Masculino , Análise de Sequência com Séries de Oligonucleotídeos , Primatas , Transcrição Gênica
17.
Hum Mutat ; 32(4): 355-7, 2011 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-21412948

RESUMO

SNP-based research strongly affects our biomedical and clinically associated knowledge. Nonunique and false-positive SNP existence in commonly used datasets may thus lead to biased, inaccurate clinically associated conclusions. We designed a computational study to reveal the degree of nonunique/false-positive SNPs in the HapMap dataset. Two sets of SNP flanking sequences were used as queries for BLAT analysis against the human genome. 4.2% and 11.9% of HapMap SNPs align to the genome nonuniquely (long and short, respectively). Furthermore, an average of 7.9% nonunique SNPs are included in common commercial genotyping arrays (according to our designed probes). Nonunique SNPs identified in this study are represented to various degrees in clinically associated databases, stressing the consequence of inaccurate SNP annotation and hence SNP utilization. Unfortunately, our results question some disease-related genotyping analyses, raising a worrisome concern on their validity.


Assuntos
Polimorfismo de Nucleotídeo Único , Bases de Dados Genéticas , Genoma Humano , Genótipo , Haplótipos , Humanos , Análise em Microsséries , Anotação de Sequência Molecular
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