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1.
Annu Rev Biochem ; 91: 353-380, 2022 06 21.
Artículo en Inglés | MEDLINE | ID: mdl-35303791

RESUMEN

Subcellular compartmentalization is a defining feature of all cells. In prokaryotes, compartmentalization is generally achieved via protein-based strategies. The two main classes of microbial protein compartments are bacterial microcompartments and encapsulin nanocompartments. Encapsulins self-assemble into proteinaceous shells with diameters between 24 and 42 nm and are defined by the viral HK97-fold of their shell protein. Encapsulins have the ability to encapsulate dedicated cargo proteins, including ferritin-like proteins, peroxidases, and desulfurases. Encapsulation is mediated by targeting sequences present in all cargo proteins. Encapsulins are found in many bacterial and archaeal phyla and have been suggested to play roles in iron storage, stress resistance, sulfur metabolism, and natural product biosynthesis. Phylogenetic analyses indicate that they share a common ancestor with viral capsid proteins. Many pathogens encode encapsulins, and recent evidence suggests that they may contribute toward pathogenicity. The existing information on encapsulin structure, biochemistry, biological function, and biomedical relevance is reviewed here.


Asunto(s)
Bacterias , Proteínas Bacterianas , Archaea/genética , Archaea/metabolismo , Bacterias/genética , Bacterias/metabolismo , Proteínas Bacterianas/metabolismo , Hierro/metabolismo , Filogenia
2.
Cell ; 185(9): 1487-1505.e14, 2022 04 28.
Artículo en Inglés | MEDLINE | ID: mdl-35366417

RESUMEN

Small molecules encoded by biosynthetic pathways mediate cross-species interactions and harbor untapped potential, which has provided valuable compounds for medicine and biotechnology. Since studying biosynthetic gene clusters in their native context is often difficult, alternative efforts rely on heterologous expression, which is limited by host-specific metabolic capacity and regulation. Here, we describe a computational-experimental technology to redesign genes and their regulatory regions with hybrid elements for cross-species expression in Gram-negative and -positive bacteria and eukaryotes, decoupling biosynthetic capacity from host-range constraints to activate silenced pathways. These synthetic genetic elements enabled the discovery of a class of microbiome-derived nucleotide metabolites-tyrocitabines-from Lactobacillus iners. Tyrocitabines feature a remarkable orthoester-phosphate, inhibit translational activity, and invoke unexpected biosynthetic machinery, including a class of "Amadori synthases" and "abortive" tRNA synthetases. Our approach establishes a general strategy for the redesign, expression, mobilization, and characterization of genetic elements in diverse organisms and communities.


Asunto(s)
Vías Biosintéticas , Interacciones Microbiota-Huesped , Microbiota , Biología Sintética/métodos , Bacterias/clasificación , Bacterias/genética , Bacterias/metabolismo , Eucariontes/genética , Eucariontes/metabolismo , Ingeniería Genética , Humanos , Metabolómica
3.
Annu Rev Biochem ; 87: 503-531, 2018 06 20.
Artículo en Inglés | MEDLINE | ID: mdl-29925265

RESUMEN

Polyketides are a large family of structurally complex natural products including compounds with important bioactivities. Polyketides are biosynthesized by polyketide synthases (PKSs), multienzyme complexes derived evolutionarily from fatty acid synthases (FASs). The focus of this review is to critically compare the properties of FASs with iterative aromatic PKSs, including type II PKSs and fungal type I nonreducing PKSs whose chemical logic is distinct from that of modular PKSs. This review focuses on structural and enzymological studies that reveal both similarities and striking differences between FASs and aromatic PKSs. The potential application of FAS and aromatic PKS structures for bioengineering future drugs and biofuels is highlighted.


Asunto(s)
Ácido Graso Sintasas/química , Ácido Graso Sintasas/metabolismo , Sintasas Poliquetidas/química , Sintasas Poliquetidas/metabolismo , Animales , Biocatálisis , Productos Biológicos/química , Productos Biológicos/metabolismo , Ácido Graso Sintasas/clasificación , Humanos , Modelos Moleculares , Imitación Molecular , Estructura Molecular , Sintasas Poliquetidas/clasificación , Policétidos/química , Policétidos/metabolismo , Dominios Proteicos , Homología Estructural de Proteína , Especificidad por Sustrato
4.
Annu Rev Biochem ; 87: 391-420, 2018 06 20.
Artículo en Inglés | MEDLINE | ID: mdl-29727582

RESUMEN

The central dogma of molecular biology, that DNA is transcribed into RNA and RNA translated into protein, was coined in the early days of modern biology. Back in the 1950s and 1960s, bacterial genetics first opened the way toward understanding life as the genetically encoded interaction of macromolecules. As molecular biology progressed and our knowledge of gene control deepened, it became increasingly clear that expression relied on many more levels of regulation. In the process of dissecting mechanisms of gene expression, specific small-molecule inhibitors played an important role and became valuable tools of investigation. Small molecules offer significant advantages over genetic tools, as they allow inhibiting a process at any desired time point, whereas mutating or altering the gene of an important regulator would likely result in a dead organism. With the advent of modern sequencing technology, it has become possible to monitor global cellular effects of small-molecule treatment and thereby overcome the limitations of classical biochemistry, which usually looks at a biological system in isolation. This review focuses on several molecules, especially natural products, that have played an important role in dissecting gene expression and have opened up new fields of investigation as well as clinical venues for disease treatment.


Asunto(s)
Regulación de la Expresión Génica/efectos de los fármacos , Transporte Activo de Núcleo Celular/efectos de los fármacos , Animales , Metilación de ADN/efectos de los fármacos , Epigénesis Genética/efectos de los fármacos , Código de Histonas/efectos de los fármacos , Inhibidores de Histona Desacetilasas/farmacología , Histona Metiltransferasas/antagonistas & inhibidores , Humanos , Modelos Biológicos , Biología Molecular , Biosíntesis de Proteínas/efectos de los fármacos , Empalme del ARN/efectos de los fármacos , Estabilidad del ARN/efectos de los fármacos , Transcripción Genética/efectos de los fármacos
5.
Cell ; 171(6): 1453-1467.e13, 2017 Nov 30.
Artículo en Inglés | MEDLINE | ID: mdl-29153834

RESUMEN

We describe a multiplex genome engineering technology in Saccharomyces cerevisiae based on annealing synthetic oligonucleotides at the lagging strand of DNA replication. The mechanism is independent of Rad51-directed homologous recombination and avoids the creation of double-strand DNA breaks, enabling precise chromosome modifications at single base-pair resolution with an efficiency of >40%, without unintended mutagenic changes at the targeted genetic loci. We observed the simultaneous incorporation of up to 12 oligonucleotides with as many as 60 targeted mutations in one transformation. Iterative transformations of a complex pool of oligonucleotides rapidly produced large combinatorial genomic diversity >105. This method was used to diversify a heterologous ß-carotene biosynthetic pathway that produced genetic variants with precise mutations in promoters, genes, and terminators, leading to altered carotenoid levels. Our approach of engineering the conserved processes of DNA replication, repair, and recombination could be automated and establishes a general strategy for multiplex combinatorial genome engineering in eukaryotes.


Asunto(s)
Ingeniería Genética/métodos , Saccharomyces cerevisiae/genética , Replicación del ADN , Escherichia coli/genética , Edición Génica , Oligonucleótidos/química
6.
Cell ; 168(3): 517-526.e18, 2017 01 26.
Artículo en Inglés | MEDLINE | ID: mdl-28111075

RESUMEN

The gut microbiota modulate host biology in numerous ways, but little is known about the molecular mediators of these interactions. Previously, we found a widely distributed family of nonribosomal peptide synthetase gene clusters in gut bacteria. Here, by expressing a subset of these clusters in Escherichia coli or Bacillus subtilis, we show that they encode pyrazinones and dihydropyrazinones. At least one of the 47 clusters is present in 88% of the National Institutes of Health Human Microbiome Project (NIH HMP) stool samples, and they are transcribed under conditions of host colonization. We present evidence that the active form of these molecules is the initially released peptide aldehyde, which bears potent protease inhibitory activity and selectively targets a subset of cathepsins in human cell proteomes. Our findings show that an approach combining bioinformatics, synthetic biology, and heterologous gene cluster expression can rapidly expand our knowledge of the metabolic potential of the microbiota while avoiding the challenges of cultivating fastidious commensals.


Asunto(s)
Bacterias/metabolismo , Microbioma Gastrointestinal , Microbiota , Péptido Sintasas/metabolismo , Pirazinas/metabolismo , Animales , Bacillus subtilis/genética , Bacterias/clasificación , Bacterias/genética , Escherichia coli/genética , Heces/microbiología , Humanos , Péptido Sintasas/genética , Filogenia
7.
Trends Biochem Sci ; 48(1): 71-81, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35981931

RESUMEN

Interactions between microorganisms are often mediated by specialized metabolites. Although the structures and biosynthesis of these compounds may have been elucidated, microbes exist within complex microbiomes and chemical signals can thus also be subject to community-dependent modifications. Increasingly powerful chemical and biological tools allow to shed light on this poorly understood aspect of chemical ecology. We provide an overview of loss-of-function and gain-of-function chemical mediator (CM) modifications within microbial multipartner relationships. Although loss-of-function modifications are abundant in the literature, few gain-of-function modifications have been described despite their important role in microbial interactions. Research in this field holds great potential for our understanding of microbial interactions and may also provide novel tools for targeted interference with microbial signaling.


Asunto(s)
Microbiota
8.
Trends Biochem Sci ; 48(4): 360-374, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36564250

RESUMEN

Prenylation is a post-translational modification (PTM) widely found in primary and secondary metabolism. This modification can enhance the lipophilicity of molecules, enabling them to interact with lipid membranes more effectively. The prenylation of peptides is often carried out by cyanobactin prenyltransferases (PTases) from cyanobacteria. These enzymes are of interest due to their ability to add prenyl groups to unmodified peptides, thus making them more effective therapeutics through the subsequent acquisition of increased membrane permeability and bioavailability. Herein we review the current knowledge of cyanobactin PTases, focusing on their discovery, biochemistry, and bioengineering, and highlight the potential application of them as peptide alkylation biocatalysts to generate peptide therapeutics.


Asunto(s)
Dimetilaliltranstransferasa , Dimetilaliltranstransferasa/química , Dimetilaliltranstransferasa/metabolismo , Péptidos Cíclicos/química , Péptidos , Bioingeniería
9.
Annu Rev Microbiol ; 76: 281-304, 2022 09 08.
Artículo en Inglés | MEDLINE | ID: mdl-35650664

RESUMEN

Antibiotic resistance is a serious public health concern, and new drugs are needed to ensure effective treatment of many bacterial infections. Bacterial type II fatty acid synthesis (FASII) is a vital aspect of bacterial physiology, not only for the formation of membranes but also to produce intermediates used in vitamin production. Nature has evolved a repertoire of antibiotics inhibiting different aspects of FASII, validating these enzymes as potential targets for new antibiotic discovery and development. However, significant obstacles have been encountered in the development of FASII antibiotics, and few FASII drugs have advanced beyond the discovery stage. Most bacteria are capable of assimilating exogenous fatty acids. In some cases they can dispense with FASII if fatty acids are present in the environment, making the prospects for identifying broad-spectrum drugs against FASII targets unlikely. Single-target, pathogen-specific FASII drugs appear the best option, but a major drawback to this approach is the rapid acquisition of resistance via target missense mutations. This complication can be mitigated during drug development by optimizing the compound design to reduce the potential impact of on-target missense mutations at an early stage in antibiotic discovery. The lessons learned from the difficulties in FASII drug discovery that have come to light over the last decade suggest that a refocused approach to designing FASII inhibitors has the potential to add to our arsenal of weapons to combat resistance to existing antibiotics.


Asunto(s)
Antibacterianos , Ácidos Grasos , Antibacterianos/farmacología , Bacterias/genética , Descubrimiento de Drogas
10.
Annu Rev Genet ; 52: 159-183, 2018 11 23.
Artículo en Inglés | MEDLINE | ID: mdl-30183405

RESUMEN

In bacteria, more than half of the genes in the genome are organized in operons. In contrast, in eukaryotes, functionally related genes are usually dispersed across the genome. There are, however, numerous examples of functional clusters of nonhomologous genes for metabolic pathways in fungi and plants. Despite superficial similarities with operons (physical clustering, coordinate regulation), these clusters have not usually originated by horizontal gene transfer from bacteria, and (unlike operons) the genes are typically transcribed separately rather than as a single polycistronic message. This clustering phenomenon raises intriguing questions about the origins of clustered metabolic pathways in eukaryotes and the significance of clustering for pathway function. Here we review metabolic gene clusters from fungi and plants, highlight commonalities and differences, and consider how these clusters form and are regulated. We also identify opportunities for future research in the areas of large-scale genomics, synthetic biology, and experimental evolution.


Asunto(s)
Hongos/genética , Redes y Vías Metabólicas/genética , Familia de Multigenes/genética , Plantas/genética , Eucariontes/genética , Eucariontes/metabolismo , Hongos/metabolismo , Transferencia de Gen Horizontal , Genoma/genética , Operón/genética , Plantas/metabolismo
11.
Proc Natl Acad Sci U S A ; 120(9): e2220468120, 2023 02 28.
Artículo en Inglés | MEDLINE | ID: mdl-36802426

RESUMEN

The enediynes are structurally characterized by a 1,5-diyne-3-ene motif within a 9- or 10-membered enediyne core. The anthraquinone-fused enediynes (AFEs) are a subclass of 10-membered enediynes that contain an anthraquinone moiety fused to the enediyne core as exemplified by dynemicins and tiancimycins. A conserved iterative type I polyketide synthase (PKSE) is known to initiate the biosynthesis of all enediyne cores, and evidence has recently been reported to suggest that the anthraquinone moiety also originates from the PKSE product. However, the identity of the PKSE product that is converted to the enediyne core or anthraquinone moiety has not been established. Here, we report the utilization of recombinant E. coli coexpressing various combinations of genes that encode a PKSE and a thioesterase (TE) from either 9- or 10-membered enediyne biosynthetic gene clusters to chemically complement ΔPKSE mutant strains of the producers of dynemicins and tiancimycins. Additionally, 13C-labeling experiments were performed to track the fate of the PKSE/TE product in the ΔPKSE mutants. These studies reveal that 1,3,5,7,9,11,13-pentadecaheptaene is the nascent, discrete product of the PKSE/TE that is converted to the enediyne core. Furthermore, a second molecule of 1,3,5,7,9,11,13-pentadecaheptaene is demonstrated to serve as the precursor of the anthraquinone moiety. The results establish a unified biosynthetic paradigm for AFEs, solidify an unprecedented biosynthetic logic for aromatic polyketides, and have implications for the biosynthesis of not only AFEs but all enediynes.


Asunto(s)
Productos Biológicos , Escherichia coli , Escherichia coli/genética , Antraquinonas/química , Sintasas Poliquetidas/genética , Sintasas Poliquetidas/química , Enediinos/química , Antibióticos Antineoplásicos
12.
Proc Natl Acad Sci U S A ; 120(48): e2310522120, 2023 Nov 28.
Artículo en Inglés | MEDLINE | ID: mdl-37983497

RESUMEN

With the significant increase in the availability of microbial genome sequences in recent years, resistance gene-guided genome mining has emerged as a powerful approach for identifying natural products with specific bioactivities. Here, we present the use of this approach to reveal the roseopurpurins as potent inhibitors of cyclin-dependent kinases (CDKs), a class of cell cycle regulators implicated in multiple cancers. We identified a biosynthetic gene cluster (BGC) with a putative resistance gene with homology to human CDK2. Using targeted gene disruption and transcription factor overexpression in Aspergillus uvarum, and heterologous expression of the BGC in Aspergillus nidulans, we demonstrated that roseopurpurin C (1) is produced by this cluster and characterized its biosynthesis. We determined the potency, specificity, and mechanism of action of 1 as well as multiple intermediates and shunt products produced from the BGC. We show that 1 inhibits human CDK2 with a Kiapp of 44 nM, demonstrates selectivity for clinically relevant members of the CDK family, and induces G1 cell cycle arrest in HCT116 cells. Structural analysis of 1 complexed with CDK2 revealed the molecular basis of ATP-competitive inhibition.


Asunto(s)
Quinasas Ciclina-Dependientes , Neoplasias , Humanos , Quinasas Ciclina-Dependientes/metabolismo , Quinasa 2 Dependiente de la Ciclina/genética , Ciclinas/metabolismo , Ciclo Celular/genética , Inhibidores Enzimáticos
13.
Proc Natl Acad Sci U S A ; 120(42): e2304668120, 2023 10 17.
Artículo en Inglés | MEDLINE | ID: mdl-37812712

RESUMEN

Bacterial natural products have found many important industrial applications. Yet traditional discovery pipelines often prioritize individual natural product families despite the presence of multiple natural product biosynthetic gene clusters in each bacterial genome. Systematic characterization of talented strains is a means to expand the known natural product space. Here, we report genomics, epigenomics, and metabolomics studies of Burkholderia sp. FERM BP-3421, a soil isolate and known producer of antitumor spliceostatins. Its genome is composed of two chromosomes and two plasmids encoding at least 29 natural product families. Metabolomics studies showed that FERM BP-3421 also produces antifungal aminopyrrolnitrin and approved anticancer romidepsin. From the orphan metabolome features, we connected a lipopeptide of 1,928 Da to an 18-module nonribosomal peptide synthetase encoded as a single gene in chromosome 1. Isolation and structure elucidation led to the identification of selethramide which contains a repeating pattern of serine and leucine and is cyclized at the side chain oxygen of the one threonine residue at position 13. A (R)-3-hydroxybutyric acid moiety decorates the N-terminal serine. Initial attempts to obtain deletion mutants to probe the role of selethramide failed. After acquiring epigenome (methylome) data for FERM BP-3421, we employed a mimicry by methylation strategy that improved DNA transfer efficiency. Mutants defective in selethramide biosynthesis showed reduced surfactant activity and impaired swarming motility that could be chemically complemented with selethramide. This work unveils a lipopeptide that promotes surface motility, establishes improved DNA transfer efficiency, and sets the stage for continued natural product identification from a prolific strain.


Asunto(s)
Productos Biológicos , Burkholderia , Humanos , Burkholderia/genética , Péptido Sintasas/genética , Lipopéptidos/química , ADN , Productos Biológicos/química , Serina/genética , Familia de Multigenes
14.
Proc Natl Acad Sci U S A ; 120(11): e2222045120, 2023 03 14.
Artículo en Inglés | MEDLINE | ID: mdl-36877856

RESUMEN

The soil-dwelling filamentous bacteria, Streptomyces, is widely known for its ability to produce numerous bioactive natural products. Despite many efforts toward their overproduction and reconstitution, our limited understanding of the relationship between the host's chromosome three dimension (3D) structure and the yield of the natural products escaped notice. Here, we report the 3D chromosome organization and its dynamics of the model strain, Streptomyces coelicolor, during the different growth phases. The chromosome undergoes a dramatic global structural change from primary to secondary metabolism, while some biosynthetic gene clusters (BGCs) form special local structures when highly expressed. Strikingly, transcription levels of endogenous genes are found to be highly correlated to the local chromosomal interaction frequency as defined by the value of the frequently interacting regions (FIREs). Following the criterion, an exogenous single reporter gene and even complex BGC can achieve a higher expression after being integrated into the chosen loci, which may represent a unique strategy to activate or enhance the production of natural products based on the local chromosomal 3D organization.


Asunto(s)
Productos Biológicos , Streptomyces coelicolor , Streptomyces coelicolor/genética , Estructuras Cromosómicas , Empaquetamiento del ADN , Familia de Multigenes/genética
15.
Proc Natl Acad Sci U S A ; 120(9): e2220934120, 2023 02 28.
Artículo en Inglés | MEDLINE | ID: mdl-36802428

RESUMEN

Sea sponges are the largest marine source of small-molecule natural products described to date. Sponge-derived molecules, such as the chemotherapeutic eribulin, the calcium-channel blocker manoalide, and antimalarial compound kalihinol A, are renowned for their impressive medicinal, chemical, and biological properties. Sponges contain microbiomes that control the production of many natural products isolated from these marine invertebrates. In fact, all genomic studies to date investigating the metabolic origins of sponge-derived small molecules concluded that microbes-not the sponge animal host-are the biosynthetic producers. However, early cell-sorting studies suggested the sponge animal host may play a role particularly in the production of terpenoid molecules. To investigate the genetic underpinnings of sponge terpenoid biosynthesis, we sequenced the metagenome and transcriptome of an isonitrile sesquiterpenoid-containing sponge of the order Bubarida. Using bioinformatic searches and biochemical validation, we identified a group of type I terpene synthases (TSs) from this sponge and multiple other species, the first of this enzyme class characterized from the sponge holobiome. The Bubarida TS-associated contigs consist of intron-containing genes homologous to sponge genes and feature GC percentage and coverage consistent with other eukaryotic sequences. We identified and characterized TS homologs from five different sponge species isolated from geographically distant locations, thereby suggesting a broad distribution amongst sponges. This work sheds light on the role of sponges in secondary metabolite production and speaks to the possibility that other sponge-specific molecules originate from the animal host.


Asunto(s)
Productos Biológicos , Microbiota , Poríferos , Animales , Poríferos/genética , Organismos Acuáticos/genética , Microbiota/genética , Metagenoma , Filogenia
16.
Mass Spectrom Rev ; 2024 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-38925550

RESUMEN

The use of matrix-assisted laser desorption/ionization (MALDI) mass spectrometry for the analysis of carbohydrates and glycoconjugates is a well-established technique and this review is the 12th update of the original article published in 1999 and brings coverage of the literature to the end of 2022. As with previous review, this review also includes a few papers that describe methods appropriate to analysis by MALDI, such as sample preparation, even though the ionization method is not MALDI. The review follows the same format as previous reviews. It is divided into three sections: (1) general aspects such as theory of the MALDI process, matrices, derivatization, MALDI imaging, fragmentation, quantification and the use of computer software for structural identification. (2) Applications to various structural types such as oligo- and polysaccharides, glycoproteins, glycolipids, glycosides and biopharmaceuticals, and (3) other general areas such as medicine, industrial processes, natural products and glycan synthesis where MALDI is extensively used. Much of the material relating to applications is presented in tabular form. MALDI is still an ideal technique for carbohydrate analysis, particularly in its ability to produce single ions from each analyte and advancements in the technique and range of applications show little sign of diminishing.

17.
Mass Spectrom Rev ; 43(1): 39-46, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-35929396

RESUMEN

Small molecule therapeutic agents are needed to treat or prevent infections by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), which is the cause of the COVID-19 pandemic. To expedite the discovery of lead compounds for development, assays have been developed based on affinity selection-mass spectrometry (AS-MS), which enables the rapid screening of mixtures such as combinatorial libraries and extracts of botanicals or other sources of natural products. AS-MS assays have been used to find ligands to the SARS-CoV-2 spike protein for inhibition of cell entry as well as to the 3-chymotrypsin-like cysteine protease (3CLpro) and the RNA-dependent RNA polymerase complex constituent Nsp9, which are targets for inhibition of viral replication. The AS-MS approach of magnetic microbead affinity selection screening has been used to discover high-affinity peptide ligands to the spike protein as well as the hemp cannabinoids cannabidiolic acid and cannabigerolic acid, which can prevent cell infection by SARS-CoV-2. Another AS-MS method, native mass spectrometry, has been used to discover that the flavonoids baicalein, scutellarein, and ganhuangenin, can inhibit the SARS-CoV-2 protease 3CLpro. Native mass spectrometry has also been used to find an ent-kaurane natural product, oridonin, that can bind to the viral protein Nsp9 and interfere with RNA replication. These natural lead compounds are under investigation for the development of therapeutic agents to prevent or treat SARS-CoV-2 infection.


Asunto(s)
COVID-19 , SARS-CoV-2 , Humanos , Pandemias , Antivirales/farmacología , Antivirales/química , Espectrometría de Masas
18.
Proc Natl Acad Sci U S A ; 119(49): e2208458119, 2022 12 06.
Artículo en Inglés | MEDLINE | ID: mdl-36449542

RESUMEN

Determining mechanism of action (MOA) is one of the biggest challenges in natural products discovery. Here, we report a comprehensive platform that uses Similarity Network Fusion (SNF) to improve MOA predictions by integrating data from the cytological profiling high-content imaging platform and the gene expression platform Functional Signature Ontology, and pairs these data with untargeted metabolomics analysis for de novo bioactive compound discovery. The predictive value of the integrative approach was assessed using a library of target-annotated small molecules as benchmarks. Using Kolmogorov-Smirnov (KS) tests to compare in-class to out-of-class similarity, we found that SNF retains the ability to identify significant in-class similarity across a diverse set of target classes, and could find target classes not detectable in either platform alone. This confirmed that integration of expression-based and image-based phenotypes can accurately report on MOA. Furthermore, we integrated untargeted metabolomics of complex natural product fractions with the SNF network to map biological signatures to specific metabolites. Three examples are presented where SNF coupled with metabolomics was used to directly functionally characterize natural products and accelerate identification of bioactive metabolites, including the discovery of the azoxy-containing biaryl compounds parkamycins A and B. Our results support SNF integration of multiple phenotypic screening approaches along with untargeted metabolomics as a powerful approach for advancing natural products drug discovery.


Asunto(s)
Productos Biológicos , Productos Biológicos/farmacología , Metabolómica , Benchmarking , Fusión Génica , Biblioteca de Genes
19.
Proc Natl Acad Sci U S A ; 119(43): e2116122119, 2022 10 25.
Artículo en Inglés | MEDLINE | ID: mdl-36252029

RESUMEN

Low-molecular-weight natural products from microbes are indispensable in the development of potent drugs. However, their biological roles within an ecological context often remain elusive. Here, we shed light on natural products from eukaryotic microorganisms that have the ability to transition from single cells to multicellular organisms: the social amoebae. These eukaryotes harbor a large number of polyketide biosynthetic genes in their genomes, yet virtually none of the corresponding products can be isolated or characterized. Using complementary molecular biology approaches, including CRISPR-Cas9, we generated polyketide synthase (pks5) inactivation and overproduction strains of the social amoeba Dictyostelium discoideum. Differential, untargeted metabolomics of wild-type versus mutant fruiting bodies allowed us to pinpoint candidate metabolites derived from the amoebal PKS5. Extrachromosomal expression of the respective gene led to the identification of a yellow polyunsaturated fatty acid. Analysis of the temporospatial production pattern of this compound in conjunction with detailed bioactivity studies revealed the polyketide to be a spore germination suppressor.


Asunto(s)
Amoeba , Productos Biológicos , Dictyostelium , Policétidos , Amoeba/genética , Productos Biológicos/metabolismo , Dictyostelium/fisiología , Sintasas Poliquetidas/genética , Sintasas Poliquetidas/metabolismo , Policétidos/metabolismo
20.
Proc Natl Acad Sci U S A ; 119(13): e2116578119, 2022 03 29.
Artículo en Inglés | MEDLINE | ID: mdl-35316135

RESUMEN

SignificanceThe channel-forming proteusins are bacterial helical peptides that allow permeation of positively charged ions to influence membrane potential and cellular physiology. We biochemically characterize the effect of two critical posttranslational modifications on the secondary structure of the peptide substrate. We determine how a methyl group can be added to the side chains of D-Asn residues in a peptide substrate and show how flanking residues influence selectivity. These studies should foster the development of small-molecule peptide ion channels as therapeutics.


Asunto(s)
Amidas , Citotoxinas , Metilación , Péptidos/química , Procesamiento Proteico-Postraduccional
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