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1.
Nat Biotechnol ; 41(10): 1424-1433, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-36805559

RESUMO

Pure bacterial cultures remain essential for detailed experimental and mechanistic studies in microbiome research, and traditional methods to isolate individual bacteria from complex microbial ecosystems are labor-intensive, difficult-to-scale and lack phenotype-genotype integration. Here we describe an open-source high-throughput robotic strain isolation platform for the rapid generation of isolates on demand. We develop a machine learning approach that leverages colony morphology and genomic data to maximize the diversity of microbes isolated and enable targeted picking of specific genera. Application of this platform on fecal samples from 20 humans yields personalized gut microbiome biobanks totaling 26,997 isolates that represented >80% of all abundant taxa. Spatial analysis on >100,000 visually captured colonies reveals cogrowth patterns between Ruminococcaceae, Bacteroidaceae, Coriobacteriaceae and Bifidobacteriaceae families that suggest important microbial interactions. Comparative analysis of 1,197 high-quality genomes from these biobanks shows interesting intra- and interpersonal strain evolution, selection and horizontal gene transfer. This culturomics framework should empower new research efforts to systematize the collection and quantitative analysis of imaging-based phenotypes with high-resolution genomics data for many emerging microbiome studies.


Assuntos
Genômica , Microbiota , Humanos , Genômica/métodos , Microbiota/genética , Bactérias , Automação , Aprendizado de Máquina
2.
Science ; 365(6453): 595-598, 2019 08 09.
Artigo em Inglês | MEDLINE | ID: mdl-31395784

RESUMO

In synthetic biology, methods for stabilizing genetically engineered functions and confining recombinant DNA to intended hosts are necessary to cope with natural mutation accumulation and pervasive lateral gene flow. We present a generalizable strategy to preserve and constrain genetic information through the computational design of overlapping genes. Overlapping a sequence with an essential gene altered its fitness landscape and produced a constrained evolutionary path, even for synonymous mutations. Embedding a toxin gene in a gene of interest restricted its horizontal propagation. We further demonstrated a multiplex and scalable approach to build and test >7500 overlapping sequence designs, yielding functional yet highly divergent variants from natural homologs. This work enables deeper exploration of natural and engineered overlapping genes and facilitates enhanced genetic stability and biocontainment in emerging applications.


Assuntos
Genes Essenciais , Homologia de Genes , Engenharia Genética/métodos , Aptidão Genética , Instabilidade Genômica , Proteínas de Bactérias/genética , DNA Recombinante , Mutagênese , Mutação Silenciosa , Biologia Sintética , Treonina Desidratase/genética
3.
Nat Methods ; 15(5): 323-329, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-30052624

RESUMO

Robust and predictably performing synthetic circuits rely on the use of well-characterized regulatory parts across different genetic backgrounds and environmental contexts. Here we report the large-scale metagenomic mining of thousands of natural 5' regulatory sequences from diverse bacteria, and their multiplexed gene expression characterization in industrially relevant microbes. We identified sequences with broad and host-specific expression properties that are robust in various growth conditions. We also observed substantial differences between species in terms of their capacity to utilize exogenous regulatory sequences. Finally, we demonstrate programmable species-selective gene expression that produces distinct and diverse output patterns in different microbes. Together, these findings provide a rich resource of characterized natural regulatory sequences and a framework that can be used to engineer synthetic gene circuits with unique and tunable cross-species functionality and properties, and also suggest the prospect of ultimately engineering complex behaviors at the community level.


Assuntos
Regulação da Expressão Gênica/fisiologia , Metagenômica/métodos , Elementos Reguladores de Transcrição/fisiologia , Mineração de Dados , Escherichia coli/genética , Escherichia coli/metabolismo , Engenharia Genética/métodos , Engenharia Metabólica , Redes e Vias Metabólicas , Especificidade da Espécie , Biologia Sintética/métodos
4.
Curr Opin Microbiol ; 31: 146-153, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27084981

RESUMO

Advances in synthetic biology to build microbes with defined and controllable properties are enabling new approaches to design and program multispecies communities. This emerging field of synthetic ecology will be important for many areas of biotechnology, bioenergy and bioremediation. This endeavor draws upon knowledge from synthetic biology, systems biology, microbial ecology and evolution. Fully realizing the potential of this discipline requires the development of new strategies to control the intercellular interactions, spatiotemporal coordination, robustness, stability and biocontainment of synthetic microbial communities. Here, we review recent experimental, analytical and computational advances to study and build multi-species microbial communities with defined functions and behavior for various applications. We also highlight outstanding challenges and future directions to advance this field.


Assuntos
Biodegradação Ambiental , Consórcios Microbianos/genética , Interações Microbianas/fisiologia , Organismos Geneticamente Modificados/metabolismo , Biologia Sintética/métodos , Biologia de Sistemas/métodos , Biotecnologia , Ecossistema , Engenharia Genética , Organismos Geneticamente Modificados/genética , Organismos Geneticamente Modificados/crescimento & desenvolvimento
5.
mBio ; 6(1)2015 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-25670772

RESUMO

UNLABELLED: Sarcocystis neurona is a member of the coccidia, a clade of single-celled parasites of medical and veterinary importance including Eimeria, Sarcocystis, Neospora, and Toxoplasma. Unlike Eimeria, a single-host enteric pathogen, Sarcocystis, Neospora, and Toxoplasma are two-host parasites that infect and produce infectious tissue cysts in a wide range of intermediate hosts. As a genus, Sarcocystis is one of the most successful protozoan parasites; all vertebrates, including birds, reptiles, fish, and mammals are hosts to at least one Sarcocystis species. Here we sequenced Sarcocystis neurona, the causal agent of fatal equine protozoal myeloencephalitis. The S. neurona genome is 127 Mbp, more than twice the size of other sequenced coccidian genomes. Comparative analyses identified conservation of the invasion machinery among the coccidia. However, many dense-granule and rhoptry kinase genes, responsible for altering host effector pathways in Toxoplasma and Neospora, are absent from S. neurona. Further, S. neurona has a divergent repertoire of SRS proteins, previously implicated in tissue cyst formation in Toxoplasma. Systems-based analyses identified a series of metabolic innovations, including the ability to exploit alternative sources of energy. Finally, we present an S. neurona model detailing conserved molecular innovations that promote the transition from a purely enteric lifestyle (Eimeria) to a heteroxenous parasite capable of infecting a wide range of intermediate hosts. IMPORTANCE: Sarcocystis neurona is a member of the coccidia, a clade of single-celled apicomplexan parasites responsible for major economic and health care burdens worldwide. A cousin of Plasmodium, Cryptosporidium, Theileria, and Eimeria, Sarcocystis is one of the most successful parasite genera; it is capable of infecting all vertebrates (fish, reptiles, birds, and mammals-including humans). The past decade has witnessed an increasing number of human outbreaks of clinical significance associated with acute sarcocystosis. Among Sarcocystis species, S. neurona has a wide host range and causes fatal encephalitis in horses, marine mammals, and several other mammals. To provide insights into the transition from a purely enteric parasite (e.g., Eimeria) to one that forms tissue cysts (Toxoplasma), we present the first genome sequence of S. neurona. Comparisons with other coccidian genomes highlight the molecular innovations that drive its distinct life cycle strategies.


Assuntos
Genoma de Protozoário , Sarcocystis/crescimento & desenvolvimento , Sarcocystis/genética , Sarcocistose/parasitologia , Sarcocistose/veterinária , Animais , Humanos , Estágios do Ciclo de Vida , Filogenia , Proteínas de Protozoários/genética , Sarcocystis/classificação , Sarcocystis/metabolismo
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