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1.
ACS Synth Biol ; 7(11): 2558-2565, 2018 11 16.
Artigo em Inglês | MEDLINE | ID: mdl-30346742

RESUMO

Gene networks and signaling pathways display complex topologies and, as a result, complex nonlinear behaviors. Accumulating evidence shows that both static (concentration) and dynamical (rate-of-change) features of transcription factors, ligands and environmental stimuli control downstream processes and ultimately cellular functions. Currently, however, methods to generate stimuli with the desired features to probe cell response are still lacking. Here, combining tools from Control Engineering and Synthetic Biology (cybergenetics), we propose a simple and cost-effective microfluidics-based platform to precisely regulate gene expression and signaling pathway activity in mammalian cells by means of real-time feedback control. We show that this platform allows (i) to automatically regulate gene expression from inducible promoters in different cell types, including mouse embryonic stem cells; (ii) to precisely regulate the activity of the mTOR signaling pathway in single cells; (iii) to build a biohybrid oscillator in single embryonic stem cells by interfacing biological parts with virtual in silico counterparts. Ultimately, this platform can be used to probe gene networks and signaling pathways to understand how they process static and dynamic features of specific stimuli, as well as for the rapid prototyping of synthetic circuits for biotechnology and biomedical purposes.


Assuntos
Expressão Gênica , Microfluídica/métodos , Transdução de Sinais , Biologia Sintética/métodos , Animais , Automação , Células CHO , Cricetinae , Cricetulus , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Células HeLa , Humanos , Camundongos , Células-Tronco Embrionárias Murinas/citologia , Células-Tronco Embrionárias Murinas/metabolismo , Serina-Treonina Quinases TOR/metabolismo
2.
ACS Synth Biol ; 7(5): 1447-1455, 2018 05 18.
Artigo em Inglês | MEDLINE | ID: mdl-29727574

RESUMO

The Notch effector gene Hes1 is an ultradian clock exhibiting cyclic gene expression in several progenitor cells, with a period of a few hours. Because of the complexity of studying Hes1 in the endogenous setting, and the difficulty of imaging these fast oscillations in vivo, the mechanism driving oscillations has never been proven. Here, we applied a "build it to understand it" synthetic biology approach to construct simplified "hybrid" versions of the Hes1 ultradian oscillator combining synthetic and natural parts. We successfully constructed a simplified synthetic version of the Hes1 promoter matching the endogenous regulation logic. By mathematical modeling and single-cell real-time imaging, we were able to demonstrate that Hes1 is indeed able to generate stable oscillations by a delayed negative feedback loop. Moreover, we proved that introns in Hes1 contribute to the transcriptional delay but may not be strictly necessary for oscillations to occur. We also developed a novel reporter of endogenous Hes1 oscillations able to amplify the bioluminescence signal 5-fold. Our results have implications also for other ultradian oscillators.


Assuntos
Relógios Biológicos/genética , Engenharia de Proteínas/métodos , Biologia Sintética/métodos , Fatores de Transcrição HES-1/genética , Fatores de Transcrição HES-1/metabolismo , Animais , Proteínas de Bactérias/genética , Sítios de Ligação , Células CHO , Proteínas de Transporte/genética , Cricetulus , Doxiciclina/farmacologia , Retroalimentação Fisiológica , Genes Reporter , Proteínas de Fluorescência Verde/genética , Íntrons , Camundongos , Modelos Teóricos , Regiões Promotoras Genéticas , Análise de Célula Única/métodos , Fator de Transcrição Sp3/genética
3.
Oncotarget ; 7(37): 58743-58758, 2016 Sep 13.
Artigo em Inglês | MEDLINE | ID: mdl-27542212

RESUMO

The discovery of inhibitors for oncogenic signalling pathways remains a key focus in modern oncology, based on personalized and targeted therapeutics. Computational drug repurposing via the analysis of FDA-approved drug network is becoming a very effective approach to identify therapeutic opportunities in cancer and other human diseases. Given that gene expression signatures can be associated with specific oncogenic mutations, we tested whether a "reverse" oncogene-specific signature might assist in the computational repositioning of inhibitors of oncogenic pathways. As a proof of principle, we focused on oncogenic PI3K-dependent signalling, a molecular pathway frequently driving cancer progression as well as raising resistance to anticancer-targeted therapies. We show that implementation of "reverse" oncogenic PI3K-dependent transcriptional signatures combined with interrogation of drug networks identified inhibitors of PI3K-dependent signalling among FDA-approved compounds. This led to repositioning of Niclosamide (Niclo) and Pyrvinium Pamoate (PP), two anthelmintic drugs, as inhibitors of oncogenic PI3K-dependent signalling. Niclo inhibited phosphorylation of P70S6K, while PP inhibited phosphorylation of AKT and P70S6K, which are downstream targets of PI3K. Anthelmintics inhibited oncogenic PI3K-dependent gene expression and showed a cytostatic effect in vitro and in mouse mammary gland. Lastly, PP inhibited the growth of breast cancer cells harbouring PI3K mutations. Our data indicate that drug repositioning by network analysis of oncogene-specific transcriptional signatures is an efficient strategy for identifying oncogenic pathway inhibitors among FDA-approved compounds. We propose that PP and Niclo should be further investigated as potential therapeutics for the treatment of tumors or diseases carrying the constitutive activation of the PI3K/P70S6K signalling axis.


Assuntos
Antineoplásicos/uso terapêutico , Neoplasias da Mama/tratamento farmacológico , Biologia Computacional , Reposicionamento de Medicamentos , Glândulas Mamárias Animais/efeitos dos fármacos , Niclosamida/uso terapêutico , Compostos de Pirvínio/uso terapêutico , Animais , Neoplasias da Mama/patologia , Carcinogênese , Linhagem Celular Tumoral , Aprovação de Drogas , Feminino , Humanos , Glândulas Mamárias Animais/patologia , Camundongos , Niclosamida/farmacologia , Inibidores de Fosfoinositídeo-3 Quinase , Proteínas Proto-Oncogênicas c-akt/antagonistas & inibidores , Compostos de Pirvínio/farmacologia , Proteínas Quinases S6 Ribossômicas 70-kDa/antagonistas & inibidores , Transdução de Sinais/efeitos dos fármacos
4.
Cytotherapy ; 15(11): 1406-15, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23992830

RESUMO

BACKGROUND AIMS: Adoptive immunotherapy with the use of chimeric antigen receptor (CAR)-engineered T cells specific for CD19 has shown promising results for the treatment of B-cell lymphomas and leukemia. This therapy involves the transduction of autologous T cells with a viral vector and the subsequent cell expansion. We describe a new, simplified method to produce anti-CD19-CAR T cells. METHODS: T cells were isolated from peripheral blood mononuclear cell (PBMC) with anti-CD3/anti-CD28 paramagnetic beads. After 2 days, the T cells were added to culture bags pre-treated with RetroNectin and loaded with the retroviral anti-CD19 CAR vector. The cells, beads and vector were incubated for 24 h, and a second transduction was then performed. No spinoculation was used. Cells were then expanded for an additional 9 days. RESULTS: The method was validated through the use of two PBMC products from a patient with B-cell chronic lymphoblastic leukemia and one PBMC product from a healthy subject. The two PBMC products from the patient with B-cell chronic lymphoblastic leukemia contained 11.4% and 12.9% T cells. The manufacturing process led to final products highly enriched in T cells with a mean CD3+ cell content of 98%, a mean expansion of 10.6-fold and a mean transduction efficiency of 68%. Similar results were obtained from the PBMCs of the first four patients with acute lymphoblastic leukemia treated at our institution. CONCLUSIONS: We developed a simplified, semi-closed system for the initial selection, activation, transduction and expansion of T cells with the use of anti-CD3/anti-CD28 beads and bags to produce autologous anti-CD19 CAR-transduced T cells to support an ongoing clinical trial.


Assuntos
Antígenos CD19/imunologia , Engenharia Celular/métodos , Citotoxicidade Imunológica/imunologia , Ativação Linfocitária/imunologia , Linfócitos T/imunologia , Antígenos CD28/imunologia , Complexo CD3/imunologia , Células Cultivadas , Citotoxicidade Imunológica/genética , Humanos , Imunoterapia Adotiva , Leucemia Linfocítica Crônica de Células B/imunologia , Leucócitos Mononucleares/citologia , Receptores de Antígenos/genética , Transdução Genética
5.
Mol Ther ; 21(2): 476-84, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23147403

RESUMO

Cell-based immunotherapies are among the most promising approaches for developing effective and targeted immune response. However, their clinical usefulness and the evaluation of their efficacy rely heavily on complex quality control assessment. Therefore, rapid systematic methods are urgently needed for the in-depth characterization of relevant factors affecting newly developed cell product consistency and the identification of reliable markers for quality control. Using dendritic cells (DCs) as a model, we present a strategy to comprehensively characterize manufactured cellular products in order to define factors affecting their variability, quality and function. After generating clinical grade human monocyte-derived mature DCs (mDCs), we tested by gene expression profiling the degrees of product consistency related to the manufacturing process and variability due to intra- and interdonor factors, and how each factor affects single gene variation. Then, by calculating for each gene an index of variation we selected candidate markers for identity testing, and defined a set of genes that may be useful comparability and potency markers. Subsequently, we confirmed the observed gene index of variation in a larger clinical data set. In conclusion, using high-throughput technology we developed a method for the characterization of cellular therapies and the discovery of novel candidate quality assurance markers.


Assuntos
Células Dendríticas/citologia , Células Dendríticas/imunologia , Perfilação da Expressão Gênica/métodos , Imunoterapia/métodos , Diferenciação Celular , Biologia Computacional , Citometria de Fluxo , Humanos , Leucócitos Mononucleares/citologia , Leucócitos Mononucleares/imunologia , Análise em Microsséries , Monócitos/citologia , Monócitos/imunologia , Controle de Qualidade
6.
J Transl Med ; 10: 170, 2012 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-22909381

RESUMO

BACKGROUND: Interferon regulatory factor (IRF)-5 is a transcription factor involved in type I interferon signaling whose germ line variants have been associated with autoimmune pathogenesis. Since relationships have been observed between development of autoimmunity and responsiveness of melanoma to several types of immunotherapy, we tested whether polymorphisms of IRF5 are associated with responsiveness of melanoma to adoptive therapy with tumor infiltrating lymphocytes (TILs). METHODS: 140 TILs were genotyped for four single nucleotide polymorphisms (rs10954213, rs11770589, rs6953165, rs2004640) and one insertion-deletion in the IRF5 gene by sequencing. Gene-expression profile of the TILs, 112 parental melanoma metastases (MM) and 9 cell lines derived from some metastases were assessed by Affymetrix Human Gene ST 1.0 array. RESULTS: Lack of A allele in rs10954213 (G > A) was associated with non-response (p < 0.005). Other polymorphisms in strong linkage disequilibrium with rs10954213 demonstrated similar trends. Genes differentially expressed in vitro between cell lines carrying or not the A allele could be applied to the transcriptional profile of 112 melanoma metastases to predict their responsiveness to therapy, suggesting that IRF5 genotype may influence immune responsiveness by affecting the intrinsic biology of melanoma. CONCLUSIONS: This study is the first to analyze associations between melanoma immune responsiveness and IRF5 polymorphism. The results support a common genetic basis which may underline the development of autoimmunity and melanoma immune responsiveness.


Assuntos
Fatores Reguladores de Interferon/genética , Melanoma/genética , Polimorfismo de Nucleotídeo Único , Sequência de Bases , Primers do DNA , Perfilação da Expressão Gênica , Humanos , Melanoma/patologia , Metástase Neoplásica , Reação em Cadeia da Polimerase
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