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1.
Proc Natl Acad Sci U S A ; 119(38): e2207525119, 2022 09 20.
Artigo em Inglês | MEDLINE | ID: mdl-36095208

RESUMO

Progress in bottom-up synthetic biology has stimulated the development of synthetic cells (SCs), autonomous protein-manufacturing particles, as dynamic biomimetics for replacing diseased natural cells and addressing medical needs. Here, we report that SCs genetically encoded to produce proangiogenic factors triggered the physiological process of neovascularization in mice. The SCs were constructed of giant lipid vesicles and were optimized to facilitate enhanced protein production. When introduced with the appropriate genetic code, the SCs synthesized a recombinant human basic fibroblast growth factor (bFGF), reaching expression levels of up to 9⋅106 protein copies per SC. In culture, the SCs induced endothelial cell proliferation, migration, tube formation, and angiogenesis-related intracellular signaling, confirming their proangiogenic activity. Integrating the SCs with bioengineered constructs bearing endothelial cells promoted the remodeling of mature vascular networks, supported by a collagen-IV basement membrane-like matrix. In vivo, prolonged local administration of the SCs in mice triggered the infiltration of blood vessels into implanted Matrigel plugs without recorded systemic immunogenicity. These findings emphasize the potential of SCs as therapeutic platforms for activating physiological processes by autonomously producing biological drugs inside the body.


Assuntos
Células Artificiais , Fatores de Crescimento de Fibroblastos , Neovascularização Fisiológica , Animais , Células Artificiais/transplante , Movimento Celular , Proliferação de Células , Colágeno Tipo IV/metabolismo , Células Endoteliais/fisiologia , Fatores de Crescimento de Fibroblastos/biossíntese , Fatores de Crescimento de Fibroblastos/genética , Humanos , Camundongos , Biossíntese de Proteínas
2.
Adv Funct Mater ; 31(44)2021 Oct 26.
Artigo em Inglês | MEDLINE | ID: mdl-34744552

RESUMO

Grapevine leafroll disease (GLD) is a globally spreading viral infection that causes major economic losses by reducing crop yield, plant longevity and berry quality, with no effective treatment. Grapevine leafroll associated virus-3 (GLRaV-3) is the most severe and prevalent GLD strain. Here, we evaluated the ability of RNA interference (RNAi), a non-GMO gene-silencing pathway, to treat GLRaV-3 in infected Cabernet Sauvignon grapevines. We synthesized lipid-modified polyethylenimine (lmPEI) as a carrier for long double-stranded RNA (dsRNA, 250-bp-long) that targets RNA polymerase and coat protein genes that are conserved in the GLRaV-3 genome. Self-assembled dsRNA-lmPEI particles, 220 nm in diameter, displayed inner ordered domains spaced 7.3±2 nm from one another, correlating to lmPEI wrapping spirally around the dsRNA. The particles effectively protected RNA from degradation by ribonucleases, and Europium-loaded particles applied to grapevine leaves were detected as far as 60-cm from the foliar application point. In three field experiments, a single dose of foliar administration knocked down GLRaV-3 titer, and multiple doses of the treatment kept the viral titer at baseline and triggered recovery of the vine and berries. This study demonstrates RNAi as a promising platform for treating viral diseases in agriculture.

3.
Dev Biol ; 393(2): 255-269, 2014 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-25046770

RESUMO

The proper removal of superfluous neurons through apoptosis and subsequent phagocytosis is essential for normal development of the central nervous system (CNS). During Drosophila embryogenesis, a large number of apoptotic neurons are efficiently engulfed and degraded by phagocytic glia. Here we demonstrate that glial proficiency to phagocytose relies on expression of phagocytic receptors for apoptotic cells, SIMU and DRPR. Moreover, we reveal that the phagocytic ability of embryonic glia is established as part of a developmental program responsible for glial cell fate determination and is not triggered by apoptosis per se. Explicitly, we provide evidence for a critical role of the major regulators of glial identity, gcm and repo, in controlling glial phagocytic function through regulation of SIMU and DRPR specific expression. Taken together, our study uncovers molecular mechanisms essential for establishment of embryonic glia as primary phagocytes during CNS development.


Assuntos
Proteínas de Ligação a DNA/genética , Proteínas de Drosophila/genética , Drosophila/embriologia , Proteínas de Homeodomínio/genética , Neuroglia/fisiologia , Fagocitose/genética , Fatores de Transcrição/genética , Animais , Apoptose , Sítios de Ligação/genética , Caspase 3/biossíntese , Sistema Nervoso Central/embriologia , Proteínas de Drosophila/biossíntese , Regulação da Expressão Gênica no Desenvolvimento , Macrófagos/fisiologia , Proteínas de Membrana/biossíntese , Neuropeptídeos/genética , Fagocitose/fisiologia , Regiões Promotoras Genéticas
4.
Drug Deliv Transl Res ; 13(5): 1228-1245, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36050621

RESUMO

Oral cancers affect millions of people globally, with increasing incidences among adults aged 35 and above. Poor drug uptake by lesions in the oral cavity following systemic administration, as well as limited localized treatment modalities for oral tumors, result in poor patient quality of life and high mortality. Here, we describe a solid, dissolvable, bioadhesive alginate patch containing freeze-dried doxorubicin-loaded liposomes as a local treatment for oral tumors located on the tongue. By varying the alginate-to-liposome ratio in the mucoadhesive patch, we could control the degree of bioadhesion to the tongue and the release profile of the drug-loaded liposomes from the matrix. In vitro, exposing squamous cell carcinoma (SCC) to the alginate mucoadhesive patch or tablet resulted in dose-dependent cancer-cell death. In vivo, the efficacy of the local treatment was demonstrated in mice bearing orthotopic SCC tumors in the tongue. The bioadhesive patch, applied directly above the lesion, significantly reduced the tumor size and treatment-associated side effects compared to implanted patches or systemic drug administration. This study demonstrates that local bioadhesive therapies are effective in treating cancers of the oral cavity.


Assuntos
Carcinoma de Células Escamosas , Neoplasias Bucais , Camundongos , Animais , Lipossomos , Qualidade de Vida , Neoplasias Bucais/tratamento farmacológico , Carcinoma de Células Escamosas/tratamento farmacológico , Alginatos
5.
Adv Mater ; 35(51): e2304654, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37753928

RESUMO

Monoclonal antibodies (mAbs) hold promise in treating Parkinson's disease (PD), although poor delivery to the brain hinders their therapeutic application. In the current study, it is demonstrated that brain-targeted liposomes (BTL) enhance the delivery of mAbs across the blood-brain-barrier (BBB) and into neurons, thereby allowing the intracellular and extracellular treatment of the PD brain. BTL are decorated with transferrin to improve brain targeting through overexpressed transferrin-receptors on the BBB during PD. BTL are loaded with SynO4, a mAb that inhibits alpha-synuclein (AS) aggregation, a pathological hallmark of PD. It is shown that 100-nm BTL cross human BBB models intact and are taken up by primary neurons. Within neurons, SynO4 is released from the nanoparticles and bound to its target, thereby reducing AS aggregation, and enhancing neuronal viability. In vivo, intravenous BTL administration results in a sevenfold increase in mAbs in brain cells, decreasing AS aggregation and neuroinflammation. Treatment with BTL also improve behavioral motor function and learning ability in mice, with a favorable safety profile. Accordingly, targeted nanotechnologies offer a valuable platform for drug delivery to treat brain neurodegeneration.


Assuntos
Doença de Parkinson , Animais , Humanos , Camundongos , alfa-Sinucleína/metabolismo , Anticorpos Monoclonais/farmacologia , Anticorpos Monoclonais/uso terapêutico , Sintomas Comportamentais , Encéfalo/metabolismo , Lipossomos/metabolismo , Doença de Parkinson/tratamento farmacológico , Transferrinas
6.
Nucleic Acids Res ; 38(7): 2369-77, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20053730

RESUMO

Gene promoters are enriched in guanine clusters that potentially fold into quadruplex structures. Such quadruplexes were implicated in the regulation of gene expression, plausibly by interacting with transcription factors. We showed previously that homodimers of the myogenic transcription factor MyoD bound in vitro most tightly bimolecular quadruplexes of promoter sequences of muscle-specific genes. By contrast, MyoD-E47 heterodimers formed tighter complexes with d(CANNTG) E-box motifs that govern muscle gene expression. Here, we show that DNA quadruplexes enhance in vivo MyoD and E-box-driven expression of a firefly luciferase (FL) reporter gene. HEK293 cells were transfected with FL expressing p4RTK-FL vector alone or together with MyoD expressing pEMSV-MyoD plasmid, with quadruplexes of alpha7 integrin or sarcomeric mitochondrial creatine kinase (sMtCK) muscle gene promoters or with a combination thereof. Whereas MyoD elevated by approximately 10-fold the levels of FL mRNA and protein, the DNA quadruplexes by themselves did not affect FL expression. However, together with MyoD, quadruplex DNA increased by approximately 35-fold the amounts of FL mRNA and protein. Without affecting its expression, DNA quadruplexes bound MyoD in the cells. Based on these results, we propose models for the regulation of muscle gene transcription by direct interaction of MyoD with promoter quadruplex structures.


Assuntos
Quadruplex G , Regulação da Expressão Gênica , Proteína MyoD/metabolismo , Regiões Promotoras Genéticas , Transcrição Gênica , Antígenos CD/genética , Linhagem Celular , Creatina Quinase Mitocondrial/genética , DNA/química , Genes Reporter , Humanos , Cadeias alfa de Integrinas/genética , Luciferases de Vaga-Lume/análise , Luciferases de Vaga-Lume/genética , Músculo Esquelético/metabolismo
7.
Nat Commun ; 13(1): 2328, 2022 04 28.
Artigo em Inglês | MEDLINE | ID: mdl-35484097

RESUMO

Development of regulated cellular processes and signaling methods in synthetic cells is essential for their integration with living materials. Light is an attractive tool to achieve this, but the limited penetration depth into tissue of visible light restricts its usability for in-vivo applications. Here, we describe the design and implementation of bioluminescent intercellular and intracellular signaling mechanisms in synthetic cells, dismissing the need for an external light source. First, we engineer light generating SCs with an optimized lipid membrane and internal composition, to maximize luciferase expression levels and enable high-intensity emission. Next, we show these cells' capacity to trigger bioprocesses in natural cells by initiating asexual sporulation of dark-grown mycelial cells of the fungus Trichoderma atroviride. Finally, we demonstrate regulated transcription and membrane recruitment in synthetic cells using bioluminescent intracellular signaling with self-activating fusion proteins. These functionalities pave the way for deploying synthetic cells as embeddable microscale light sources that are capable of controlling engineered processes inside tissues.


Assuntos
Células Artificiais , Optogenética , Luz , Luciferases , Optogenética/métodos , Transdução de Sinais
8.
ACS Nano ; 16(4): 5246-5257, 2022 04 26.
Artigo em Inglês | MEDLINE | ID: mdl-35293714

RESUMO

Throughout the female menstrual cycle, physiological changes occur that affect the biodistribution of nanoparticles within the reproductive system. We demonstrate a 2-fold increase in nanoparticle accumulation in murine ovaries and uterus during ovulation, compared to the nonovulatory stage, following intravenous administration. This biodistribution pattern had positive or negative effects when drug-loaded nanoparticles, sized 100 nm or smaller, were used to treat different cancers. For example, treating ovarian cancer with nanomedicines during mouse ovulation resulted in higher drug accumulation in the ovaries, improving therapeutic efficacy. Conversely, treating breast cancer during ovulation, led to reduced therapeutic efficacy, due to enhanced nanoparticle accumulation in the reproductive system rather than at the tumor site. Moreover, chemotherapeutic nanoparticles administered during ovulation increased ovarian toxicity and decreased fertility compared to the free drug. The menstrual cycle should be accounted for when designing and implementing nanomedicines for females.


Assuntos
Nanopartículas , Neoplasias , Feminino , Camundongos , Animais , Distribuição Tecidual , Fertilidade , Ovulação , Genitália Feminina
9.
J Control Release ; 346: 421-433, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35358610

RESUMO

Acute Respiratory Distress Syndrome (ARDS), associated with Covid-19 infections, is characterized by diffuse lung damage, inflammation and alveolar collapse that impairs gas exchange, leading to hypoxemia and patient' mortality rates above 40%. Here, we describe the development and assessment of 100-nm liposomes that are tailored for pulmonary delivery for treating ARDS, as a model for lung diseases. The liposomal lipid composition (primarily DPPC) was optimized to mimic the lung surfactant composition, and the drug loading process of both methylprednisolone (MPS), a steroid, and N-acetyl cysteine (NAC), a mucolytic agent, reached an encapsulation efficiency of 98% and 92%, respectively. In vitro, treating lipopolysaccharide (LPS)-stimulated RAW 264.7 macrophages with the liposomes decreased TNFα and nitric oxide (NO) secretion, while NAC increased the penetration of nanoparticles through the mucus. In vivo, we used LPS-induced lung inflammation model to assess the accumulation and therapeutic efficacy of the liposomes in C57BL/6 mice, either by intravenous (IV), endotracheal (ET) or IV plus ET nanoparticles administrations. Using both administration methods, liposomes exhibited an increased accumulation profile in the inflamed lungs over 48 h. Interestingly, while IV-administrated liposomes distributed widely throughout the lung, ET liposomes were present in lungs parenchyma but were not detected at some distal regions of the lungs, possibly due to imperfect airflow regimes. Twenty hours after the different treatments, lungs were assessed for markers of inflammation. We found that the nanoparticle treatment had a superior therapeutic effect compared to free drugs in treating ARDS, reducing inflammation and TNFα, IL-6 and IL-1ß cytokine secretion in bronchoalveolar lavage (BAL), and that the combined treatment, delivering nanoparticles IV and ET simultaneously, had the best outcome of all treatments. Interestingly, also the DPPC lipid component alone played a therapeutic role in reducing inflammatory markers in the lungs. Collectively, we show that therapeutic nanoparticles accumulate in inflamed lungs holding potential for treating lung disorders. SIGNIFICANCE: In this study we compare intravenous versus intratracheal delivery of nanoparticles for treating lung disorders, specifically, acute respiratory distress syndrome (ARDS). By co-loading two medications into lipid nanoparticles, we were able to reduce both inflammation and mucus secretion in the inflamed lungs. Both modes of delivery resulted in high nanoparticle accumulation in the lungs, intravenously administered nanoparticles reached lung endothelial while endotracheal delivery reached lung epithelial. Combining both delivery approaches simultaneously provided the best ARDS treatment outcome.


Assuntos
COVID-19 , Pneumopatias , Síndrome do Desconforto Respiratório , Acetilcisteína/farmacologia , Animais , Humanos , Inflamação/tratamento farmacológico , Lipopolissacarídeos/farmacologia , Lipossomos/uso terapêutico , Pulmão , Camundongos , Camundongos Endogâmicos C57BL , Nanopartículas , Síndrome do Desconforto Respiratório/tratamento farmacológico , Fator de Necrose Tumoral alfa
10.
Nucleic Acids Res ; 37(8): 2712-22, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19273535

RESUMO

The 5' untranslated region of the FMR1 gene which normally includes 4-55 d(CGG) repeats expands to > 55-200 repeats in carriers of fragile X syndrome premutation. Although the levels of premutation FMR1 mRNA in carrier cells are 5-10-fold higher than normal, the amount of the product FMR protein is unchanged or reduced. We demonstrated previously that premutation r(CGG)(n) tracts formed quadruplex structures that impeded translation and lowered the efficiency of protein synthesis. Normal translation could be restored in vivo by the quadruplex r(CGG)(n) destabilizing action of CBF-A and hnRNP A2 proteins. Here we report that the quadruplex-interacting cationic porphyrin TMPyP4 by itself and in cooperation with CBF-A or hnRNP A2 also unfolded quadruplex r(CGG)(n) and increased the efficiency of translation of 5'-(CGG)(99) containing reporter firefly (FL) mRNA. TMPyP4 destabilized in vitro a (CGG)(33) intramolecular quadruplex structure and enhanced the translation of 5'-(CGG)(99)-FL mRNA in a rabbit reticulocyte lysate and in HEK293 cells. The efficiency of translation of (CGG)(99)-FL mRNA was additively increased in cells exposed to TMPyP4 together with CBF-A. Whereas low doses of TMPyP4, CBF-A or hnRNP A2 by themselves did not affect the in vivo utilization of (CGG)(99)-FL mRNA, introduction of TMPyP4 together with either protein synergistically augmented its translation efficiency.


Assuntos
Fator de Ligação a CCAAT/metabolismo , Proteína do X Frágil da Deficiência Intelectual/genética , Quadruplex G , Ribonucleoproteínas Nucleares Heterogêneas Grupo A-B/metabolismo , Porfirinas/farmacologia , Biossíntese de Proteínas , Expansão das Repetições de Trinucleotídeos , Regiões 5' não Traduzidas , Linhagem Celular , Humanos , Biossíntese de Proteínas/efeitos dos fármacos
11.
Drug Deliv Transl Res ; 11(2): 345-352, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33585972

RESUMO

The field of nanotechnology and personalised medicine is undergoing drastic changes in the approach and efficiency of experimentation. The COVID-19 pandemic has spiralled into mass stagnation of major laboratories around the globe and led to increased investment into remote systems for nanoparticle experiments. A significant number of laboratories now operate using automated systems; however, the extension to nanoparticle preparation and artificial intelligence-dependent databases holds great translational promise. The strive to combine automation with artificial intelligence (AI) grants the ability to optimise targeted therapeutic nanoparticles for unique cell types and patients. In this perspective, the current and future trends of automated approaches to nanomedicine synthesis are discussed and compared with traditional methods.


Assuntos
Tratamento Farmacológico da COVID-19 , Lipossomos/síntese química , Inteligência Artificial , Sistemas de Liberação de Medicamentos , Humanos , Dispositivos Lab-On-A-Chip , Lipossomos/química , Nanopartículas , Medicina de Precisão , Robótica
12.
Adv Drug Deliv Rev ; 176: 113901, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34331989

RESUMO

Over the past years, advanced in vitro pulmonary platforms have witnessed exciting developments that are pushing beyond traditional preclinical cell culture methods. Here, we discuss ongoing efforts in bridging the gap between in vivo and in vitro interfaces and identify some of the bioengineering challenges that lie ahead in delivering new generations of human-relevant in vitro pulmonary platforms. Notably, in vitro strategies using foremost lung-on-chips and biocompatible "soft" membranes have focused on platforms that emphasize phenotypical endpoints recapitulating key physiological and cellular functions. We review some of the most recent in vitro studies underlining seminal therapeutic screens and translational applications and open our discussion to promising avenues of pulmonary therapeutic exploration focusing on liposomes. Undeniably, there still remains a recognized trade-off between the physiological and biological complexity of these in vitro lung models and their ability to deliver assays with throughput capabilities. The upcoming years are thus anticipated to see further developments in broadening the applicability of such in vitro systems and accelerating therapeutic exploration for drug discovery and translational medicine in treating respiratory disorders.


Assuntos
Avaliação Pré-Clínica de Medicamentos/métodos , Pulmão , Modelos Biológicos , Medicamentos para o Sistema Respiratório/uso terapêutico , Animais , Bioengenharia , Humanos , Ciência Translacional Biomédica
13.
Sci Adv ; 7(41): eabj5435, 2021 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-34613777

RESUMO

Neurons within the tumor microenvironment promote cancer progression; thus, their local targeting has potential clinical benefits. We designed PEGylated lipid nanoparticles loaded with a non-opioid analgesic, bupivacaine, to target neurons within breast cancer tumors and suppress nerve-to-cancer cross-talk. In vitro, 100-nm nanoparticles were taken up readily by primary neurons, trafficking from the neuronal body and along the axons. We demonstrate that signaling between triple-negative breast cancer cells (4T1) and neurons involves secretion of cytokines stimulating neurite outgrowth. Reciprocally, neurons stimulated 4T1 proliferation, migration, and survival through secretion of neurotransmitters. Bupivacaine curbs neurite growth and signaling with cancer cells, inhibiting cancer cell viability. In vivo, bupivacaine-loaded nanoparticles intravenously administered suppressed neurons in orthotopic triple-negative breast cancer tumors, inhibiting tumor growth and metastatic dissemination. Overall, our findings suggest that reducing nerve involvement in tumors is important for treating cancer.

14.
Nucleic Acids Res ; 36(12): 3916-25, 2008 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-18511462

RESUMO

Four myogenic regulatory factors (MRFs); MyoD, Myf-5, MRF4 and Myogenin direct muscle tissue differentiation. Heterodimers of MRFs with E-proteins activate muscle-specific gene expression by binding to E-box motifs d(CANNTG) in their promoters or enhancers. We showed previously that in contrast to the favored binding of E-box by MyoD-E47 heterodimers, homodimeric MyoD associated preferentially with quadruplex structures of regulatory sequences of muscle-specific genes. To inquire whether other MRFs shared the DNA binding preferences of MyoD, the DNA affinities of hetero- and homo-dimeric MyoD, MRF4 and Myogenin were compared. Similarly to MyoD, heterodimers with E47 of MRF4 or Myogenin bound E-box more tightly than quadruplex DNA. However, unlike homodimeric MyoD or MRF4, Myogenin homodimers associated weakly and nonpreferentially with quadruplex DNA. By reciprocally switching basic regions between MyoD and Myogenin we demonstrated dominance of MyoD in determining the quadruplex DNA-binding affinity. Thus, Myogenin with an implanted MyoD basic region bound quadruplex DNA nearly as tightly as MyoD. However, a grafted Myogenin basic region did not diminish the high affinity of homodimeric MyoD for quadruplex DNA. We speculate that the dissimilar interaction of MyoD and Myogenin with tetrahelical domains in muscle gene promoters may differently regulate their myogenic activities.


Assuntos
Quadruplex G , Proteína MyoD/metabolismo , Fatores de Regulação Miogênica/metabolismo , Miogenina/metabolismo , Regiões Promotoras Genéticas , Aminoácidos/química , Sítios de Ligação , Dimerização , Elementos E-Box , Miogenina/química , Ligação Proteica , Fatores de Transcrição TCF/metabolismo , Proteína 1 Semelhante ao Fator 7 de Transcrição
15.
J Vis Exp ; (158)2020 04 27.
Artigo em Inglês | MEDLINE | ID: mdl-32391815

RESUMO

The bottom-up assembly approach for construction of synthetic cells is an effective tool for isolating and investigating cellular processes in a cell mimicking environment. Furthermore, the development of cell-free expression systems has demonstrated the ability to reconstitute the protein production, transcription and translation processes (DNA→RNA→protein) in a controlled manner, harnessing synthetic biology. Here we describe a protocol for preparing a cell-free expression system, including the production of a potent bacterial lysate and encapsulating this lysate inside cholesterol-rich lipid-based giant unilamellar vesicles (GUVs) (i.e., stable liposomes), to form synthetic cells. The protocol describes the methods for preparing the components of the synthetic cells including the production of active bacterial lysates, followed by a detailed step-by-step preparation of the synthetic cells based on a water-in-oil emulsion transfer method. These facilitate the production of millions of synthetic cells in a simple and affordable manner with a high versatility for producing different types of proteins. The obtained synthetic cells can be used to investigate protein/RNA production and activity in an isolated environment, in directed evolution, and also as a controlled drug delivery platform for on-demand production of therapeutic proteins inside the body.


Assuntos
Células Artificiais/metabolismo , Emulsões/química , Escherichia coli/metabolismo , Biossíntese de Proteínas , Biologia Sintética/métodos , Sistema Livre de Células/metabolismo , Proteínas de Fluorescência Verde/metabolismo , Lipossomos/química , Luciferases/metabolismo
16.
Adv Mater ; 32(13): e1901989, 2020 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-31286573

RESUMO

Artificial intelligence (AI) and nanotechnology are two fields that are instrumental in realizing the goal of precision medicine-tailoring the best treatment for each cancer patient. Recent conversion between these two fields is enabling better patient data acquisition and improved design of nanomaterials for precision cancer medicine. Diagnostic nanomaterials are used to assemble a patient-specific disease profile, which is then leveraged, through a set of therapeutic nanotechnologies, to improve the treatment outcome. However, high intratumor and interpatient heterogeneities make the rational design of diagnostic and therapeutic platforms, and analysis of their output, extremely difficult. Integration of AI approaches can bridge this gap, using pattern analysis and classification algorithms for improved diagnostic and therapeutic accuracy. Nanomedicine design also benefits from the application of AI, by optimizing material properties according to predicted interactions with the target drug, biological fluids, immune system, vasculature, and cell membranes, all affecting therapeutic efficacy. Here, fundamental concepts in AI are described and the contributions and promise of nanotechnology coupled with AI to the future of precision cancer medicine are reviewed.


Assuntos
Inteligência Artificial , Nanomedicina/métodos , Nanotecnologia/métodos , Medicina de Precisão/métodos , Animais , Biologia Computacional/métodos , Sistemas de Liberação de Medicamentos/métodos , Humanos , Nanoestruturas/química , Nanoestruturas/uso terapêutico , Neoplasias/diagnóstico , Neoplasias/terapia
17.
Mol Cancer Res ; 18(10): 1560-1573, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32571981

RESUMO

Mechanisms regulating nuclear organization control fundamental cellular processes, including the cell and chromatin organization. Their disorganization, including aberrant nuclear architecture, has been often implicated in cellular transformation. Here, we identify Lamin A, among proteins essential for nuclear architecture, as SPANX (sperm protein associated with the nucleus on the X chromosome), a cancer testis antigen previously linked to invasive tumor phenotypes, interacting protein in melanoma. SPANX interaction with Lamin A was mapped to the immunoglobulin fold-like domain, a region critical for Lamin A function, which is often mutated in laminopathies. SPANX downregulation in melanoma cell lines perturbed nuclear organization, decreased cell viability, and promoted senescence-associated phenotypes. Moreover, SPANX knockdown (KD) in melanoma cells promoted proliferation arrest, a phenotype mediated in part by IRF3/IL1A signaling. SPANX KD in melanoma cells also prompted the secretion of IL1A, which attenuated the proliferation of naïve melanoma cells. Identification of SPANX as a nuclear architecture complex component provides an unexpected insight into the regulation of Lamin A and its importance in melanoma. IMPLICATIONS: SPANX, a testis protein, interacts with LMNA and controls nuclear architecture and melanoma growth.


Assuntos
Lamina Tipo A/metabolismo , Laminas/metabolismo , Melanoma/genética , Proteínas Nucleares/genética , Humanos , Melanoma/patologia , Transfecção
18.
Nucleic Acids Res ; 35(21): 7087-95, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17942416

RESUMO

Muscle differentiation and expression of muscle-specific proteins are initiated by the binding of heterodimers of the transcription factor MyoD with E2A proteins to E-box motif d(CANNTG) in promoters or enhancers of muscle-specific genes. MyoD homodimers, however, form tighter complexes with tetraplex structures of guanine-rich regulatory sequences of some muscle genes. In this work, we identified elements in MyoD that bind E-box or tetraplex structures of promoter sequences of the muscle-specific genes alpha7 integrin and sarcomeric Mitochondrial Creatine Kinase (sMtCK). Deletions of large domains of the 315 amino acids long recombinant MyoD indicated that the binding site for both E-box and tetraplex DNA is its basic region KRKTTNADRRKAATMRERRR that encompasses the three underlined clusters of basic residues designated R(1), R(2) and R(3). Deletion of a single or pairs of R triads or R111C substitution completely abolished the E-box-binding capacity of MyoD. By contrast, the MyoD deletion mutants Delta102-114, DeltaR(3), DeltaR(1)R(3) or DeltaR(2)R(3) maintained comparable tetraplex DNA-binding capacity as reflected by the similar dissociation constants of their protein-DNA complexes. Only deletion of all three basic clusters abolished the binding of tetraplex DNA. Implications of the binding of E-box and tetraplex DNA by non-identical MyoD elements are considered.


Assuntos
Elementos E-Box , Quadruplex G , Proteína MyoD/química , Regiões Promotoras Genéticas , Aminoácidos Básicos/química , Animais , Antígenos CD/genética , Sítios de Ligação , Creatina Quinase Mitocondrial/genética , Cadeias alfa de Integrinas/genética , Camundongos , Mutação , Proteína MyoD/genética , Proteína MyoD/metabolismo
19.
Sci Rep ; 9(1): 16688, 2019 11 13.
Artigo em Inglês | MEDLINE | ID: mdl-31723198

RESUMO

Xenogeneic biomaterials contain biologically relevant extracellular matrix (ECM) composition and organization, making them potentially ideal surgical grafts and tissue engineering scaffolds. Defining the effect of ECM niche (e.g., basement membrane vs. non-basement membrane) on repopulating cell phenotype and function has important implications for use of xenogeneic biomaterials, particularly in vascular applications. We aim to understand how serous (i.e., basement membrane) versus fibrous (i.e., non-basement membrane) ECM niche of antigen-removed bovine pericardium (AR-BP) scaffolds influence human aortic endothelial cell (hAEC) adhesion, growth, phenotype, inflammatory response and laminin production. At low and moderate seeding densities hAEC proliferation was significantly increased on the serous side. Similarly, ECM niche modulated cellular morphology, with serous side seeding resulting in a more rounded aspect ratio and intact endothelial layer formation. At moderate seeding densities, hAEC production of human laminin was enhanced following serous seeding. Finally, inflammatory marker and pro-inflammatory cytokine expression decreased following long-term cell growth regardless of seeding side. This work demonstrates that at low and moderate seeding densities AR-BP sidedness significantly impacts endothelial cell growth, morphology, human laminin production, and inflammatory state. These findings suggest that ECM niche has a role in modulating response of repopulating recipient cells toward AR-BP scaffolds for vascular applications.


Assuntos
Aorta/citologia , Células Endoteliais/citologia , Células Endoteliais/metabolismo , Matriz Extracelular/química , Pericárdio/química , Engenharia Tecidual/métodos , Alicerces Teciduais/química , Animais , Aorta/metabolismo , Betaína/análogos & derivados , Betaína/isolamento & purificação , Bovinos , Proliferação de Células , Células Cultivadas , Humanos , Fenótipo
20.
J Control Release ; 307: 331-341, 2019 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-31238049

RESUMO

Lipid nanoparticles are used widely as anticancer drug and gene delivery systems. Internalizing into the target cell is a prerequisite for the proper activity of many nanoparticulate drugs. We show here, that the lipid composition of a nanoparticle affects its ability to internalize into triple-negative breast cancer cells. The lipid headgroup had the greatest effect on enhancing cellular uptake compared to other segments of the molecule. Having a receptor-targeted headgroup induced the greatest increase in cellular uptake, followed by cationic amine headgroups, both being superior to neutral (zwitterion) phosphatidylcholine or to negatively-charged headgroups. The lipid tails also affected the magnitude of cellular uptake. Longer acyl chains facilitated greater liposomal cellular uptake compared to shorter tails, 18:0 > 16:0 > 14:0. When having the same lipid tail length, unsaturated lipids were superior to saturated ones, 18:1 > 18:0. Interestingly, liposomes composed of phospholipids having 14:0 or 12:0-carbon-long-tails, such as DMPC and DLPC, decreased cell viability in a concertation dependent manner, due to a destabilizing effect these lipids had on the cancer cell membrane. Contrarily, liposomes composed of phospholipids having longer carbon tails (16:0 and 18:0), such as DPPC and HSPC, enhanced cancer cell proliferation. This effect is attributed to the integration of the exogenous liposomal lipids into the cancer-cell membrane, supporting the proliferation process. Cholesterol is a common lipid additive in nanoscale formulations, rigidifying the membrane and stabilizing its structure. Liposomes composed of DMPC (14:0) showed increased cellular uptake when enriched with cholesterol, both by endocytosis and by fusion. Contrarily, the effect of cholesterol on HSPC (18:0) liposomal uptake was minimal. Furthermore, the concentration of nanoparticles in solution affected their cellular uptake. The higher the concentration of nanoparticles the greater the absolute number of nanoparticles taken up per cell. However, the efficiency of nanoparticle uptake, i.e. the percent of nanoparticles taken up by cells, decreased as the concentration of nanoparticles increased. This study demonstrates that tuning the lipid composition and concentration of nanoscale drug delivery systems can be leveraged to modulate their cellular uptake.


Assuntos
Sistemas de Liberação de Medicamentos , Lipídeos/administração & dosagem , Nanopartículas/administração & dosagem , Neoplasias de Mama Triplo Negativas/metabolismo , Animais , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Endocitose , Lipídeos/química , Camundongos , Nanopartículas/química
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