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1.
Proc Natl Acad Sci U S A ; 120(46): e2306129120, 2023 Nov 14.
Artigo em Inglês | MEDLINE | ID: mdl-37939083

RESUMO

Controlling the biodistribution of protein- and nanoparticle-based therapeutic formulations remains challenging. In vivo library selection is an effective method for identifying constructs that exhibit desired distribution behavior; library variants can be selected based on their ability to localize to the tissue or compartment of interest despite complex physiological challenges. Here, we describe further development of an in vivo library selection platform based on self-assembling protein nanoparticles encapsulating their own mRNA genomes (synthetic nucleocapsids or synNCs). We tested two distinct libraries: a low-diversity library composed of synNC surface mutations (45 variants) and a high-diversity library composed of synNCs displaying miniproteins with binder-like properties (6.2 million variants). While we did not identify any variants from the low-diversity surface library that yielded therapeutically relevant changes in biodistribution, the high-diversity miniprotein display library yielded variants that shifted accumulation toward lungs or muscles in just two rounds of in vivo selection. Our approach should contribute to achieving specific tissue homing patterns and identifying targeting ligands for diseases of interest.


Assuntos
Biblioteca de Peptídeos , Proteínas , Distribuição Tecidual , Nucleocapsídeo , Mutação
2.
Nature ; 552(7685): 415-420, 2017 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-29236688

RESUMO

The challenges of evolution in a complex biochemical environment, coupling genotype to phenotype and protecting the genetic material, are solved elegantly in biological systems by the encapsulation of nucleic acids. In the simplest examples, viruses use capsids to surround their genomes. Although these naturally occurring systems have been modified to change their tropism and to display proteins or peptides, billions of years of evolution have favoured efficiency at the expense of modularity, making viral capsids difficult to engineer. Synthetic systems composed of non-viral proteins could provide a 'blank slate' to evolve desired properties for drug delivery and other biomedical applications, while avoiding the safety risks and engineering challenges associated with viruses. Here we create synthetic nucleocapsids, which are computationally designed icosahedral protein assemblies with positively charged inner surfaces that can package their own full-length mRNA genomes. We explore the ability of these nucleocapsids to evolve virus-like properties by generating diversified populations using Escherichia coli as an expression host. Several generations of evolution resulted in markedly improved genome packaging (more than 133-fold), stability in blood (from less than 3.7% to 71% of packaged RNA protected after 6 hours of treatment), and in vivo circulation time (from less than 5 minutes to approximately 4.5 hours). The resulting synthetic nucleocapsids package one full-length RNA genome for every 11 icosahedral assemblies, similar to the best recombinant adeno-associated virus vectors. Our results show that there are simple evolutionary paths through which protein assemblies can acquire virus-like genome packaging and protection. Considerable effort has been directed at 'top-down' modification of viruses to be safe and effective for drug delivery and vaccine applications; the ability to design synthetic nanomaterials computationally and to optimize them through evolution now enables a complementary 'bottom-up' approach with considerable advantages in programmability and control.


Assuntos
Bioengenharia , Evolução Molecular Direcionada , Genoma Viral , Nucleocapsídeo/genética , Nucleocapsídeo/metabolismo , RNA Viral/metabolismo , Montagem de Vírus , Animais , Sistemas de Liberação de Medicamentos , Escherichia coli/genética , Escherichia coli/metabolismo , Feminino , Produtos do Gene tat/genética , Produtos do Gene tat/metabolismo , Aptidão Genética , Terapia Genética , Vírus da Imunodeficiência Bovina/química , Vírus da Imunodeficiência Bovina/genética , Camundongos , Modelos Moleculares , Nucleocapsídeo/química , RNA Mensageiro/metabolismo , Seleção Genética
3.
Cancer Res ; 74(9): 2545-54, 2014 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-24648345

RESUMO

Dihydropyrimidine dehydrogenase (DPD) is the initial and rate-limiting enzyme of the uracil catabolic pathway, being critically important for inactivation of the commonly prescribed anti-cancer drug 5-fluorouracil (5-FU). DPD impairment leads to increased exposure to 5-FU and, in turn, increased anabolism of 5-FU to cytotoxic nucleotides, resulting in more severe clinical adverse effects. Numerous variants within the gene coding for DPD, DPYD, have been described, although only a few have been demonstrated to reduce DPD enzyme activity. To identify DPYD variants that alter enzyme function, we expressed 80 protein-coding variants in an isogenic mammalian system and measured their capacities to convert 5-FU to dihydro-fluorouracil, the product of DPD catabolism. The M166V, E828K, K861R, and P1023T variants exhibited significantly higher enzyme activity than wild-type DPD (120%, P = 0.025; 116%, P = 0.049; 130%, P = 0.0077; 138%, P = 0.048, respectively). Consistent with clinical association studies of 5-FU toxicity, the D949V substitution reduced enzyme activity by 41% (P = 0.0031). Enzyme activity was also significantly reduced for 30 additional variants, 19 of which had <25% activity. None of those 30 variants have been previously reported to associate with 5-FU toxicity in clinical association studies, which have been conducted primarily in populations of European ancestry. Using publicly available genotype databases, we confirmed the rarity of these variants in European populations but showed that they are detected at appreciable frequencies in other populations. These data strongly suggest that testing for the reported deficient DPYD variations could dramatically improve predictive genetic tests for 5-FU sensitivity, especially in individuals of non-European descent.


Assuntos
Di-Hidrouracila Desidrogenase (NADP)/genética , Mutação de Sentido Incorreto , Sequência de Aminoácidos , Antimetabólitos Antineoplásicos/química , Biotransformação , Di-Hidrouracila Desidrogenase (NADP)/biossíntese , Di-Hidrouracila Desidrogenase (NADP)/química , Ensaios Enzimáticos , Fluoruracila/química , Frequência do Gene , Estudos de Associação Genética , Células HEK293 , Humanos , Dados de Sequência Molecular
4.
Mol Cancer Ther ; 13(3): 742-51, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24401318

RESUMO

Dihydropyrimidine dehydrogenase (DPD, encoded by DPYD) is the rate-limiting enzyme in the uracil catabolic pathway and has a pivotal role in the pharmacokinetics of the commonly prescribed anticancer drug 5-fluorouracil (5-FU). Deficiency of DPD, whether due to inadequate expression or deleterious variants in DPYD, has been linked to severe toxic responses to 5-FU. Little is known about the mechanisms governing DPD expression in the liver. In this report, we show increased accumulation of RNA-induced silencing complex (RISC) proteins on DPYD mRNA in cells overexpressing the highly homologous microRNAs (miRNA) miR-27a and miR-27b. These miRNAs were shown to repress DPD expression through two conserved recognition sites in DPYD. The IC50 of 5-FU for HCT116 cells overexpressing miR-27a or miR-27b was 4.4 µmol/L (both), significantly lower than that for cells expressing a nontargeting (scramble) control miRNA (14.3 µmol/L; P = 3.3 × 10(-5) and P = 1.5 × 10(-7), respectively). Mouse liver DPD enzyme activity was inversely correlated with expression levels of miR-27a (R(2) = 0.49; P = 0.0012) and miR-27b (R(2) = 0.29; P = 0.022). A common variant in the hairpin loop region of hsa-mir-27a (rs895819) was also shown to be associated with elevated expression of the miR-27a in a panel of cell lines (P = 0.029) and in a transgenic overexpression model (P = 0.0011). Furthermore, rs895819 was associated with reduced DPD enzyme activity (P = 0.028) in a cohort of 40 healthy volunteers. Taken together, these results suggest that miR-27a and miR-27b expression may be pharmacologically relevant modulators of DPD enzyme function in the liver. Furthermore, our data suggest that rs895819 may be a potential risk allele for 5-FU sensitivity.


Assuntos
Deficiência da Di-Hidropirimidina Desidrogenase/genética , Di-Hidrouracila Desidrogenase (NADP)/biossíntese , Fluoruracila/efeitos adversos , MicroRNAs/genética , Animais , Sítios de Ligação , Deficiência da Di-Hidropirimidina Desidrogenase/metabolismo , Fluoruracila/administração & dosagem , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Fígado/enzimologia , Camundongos , Neoplasias/complicações , Neoplasias/tratamento farmacológico
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