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Tumor-associated immune cells play a crucial role in cancer progression. Myeloid-derived suppressor cells (MDSCs), for example, are immature innate immune cells that infiltrate the tumor to exert immunosuppressive activity and protect cancer cells from the host's immune system and/or cancer-specific immunotherapies. While tumor-associated immune cells have emerged as a promising therapeutic target, efforts to counter immunosuppression within the tumor niche have been hampered by the lack of approaches that selectively target the immune cell compartment of the tumor, to effectively eliminate "tumor-protecting" immune cells and/or drive an "anti-tumor" phenotype. Here we report on a novel nanotechnology-based approach to target tumor-associated immune cells and promote "anti-tumor" responses in a murine model of breast cancer. Engineered extracellular vesicles (EVs) decorated with ICAM-1 ligands and loaded with miR-146a and Glut1, were biosynthesized (in vitro or in vivo) and administered to tumor-bearing mice once a week for up to 5 weeks. The impact of this treatment modality on the immune cell compartment and tumor progression was evaluated via RT-qPCR, flow cytometry, and histology. Our results indicate that weekly administration of the engineered EVs (i.e., ICAM-1-decorated and loaded with miR-146a and Glut1) hampered tumor progression compared to ICAM-1-decorated EVs with no cargo. Flow cytometry analyses of the tumors indicated a shift in the phenotype of the immune cell population toward a more pro-inflammatory state, which appeared to have facilitated the infiltration of tumor-targeting T cells, and was associated with a reduction in tumor size and decreased metastatic burden. Altogether, our results indicate that ICAM-1-decorated EVs could be a powerful platform nanotechnology for the deployment of immune cell-targeting therapies to solid tumors.
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Gene/oligonucleotide therapies have emerged as a promising strategy for the treatment of different neurological conditions. However, current methodologies for the delivery of neurogenic/neurotrophic cargo to brain and nerve tissue are fraught with caveats, including reliance on viral vectors, potential toxicity, and immune/inflammatory responses. Moreover, delivery to the central nervous system is further compounded by the low permeability of the blood brain barrier. Extracellular vesicles (EVs) have emerged as promising delivery vehicles for neurogenic/neurotrophic therapies, overcoming many of the limitations mentioned above. However, the manufacturing processes used for therapeutic EVs remain poorly understood. Here, we conducted a detailed study of the manufacturing process of neurogenic EVs by characterizing the nature of cargo and surface decoration, as well as the transfer dynamics across donor cells, EVs, and recipient cells. Neurogenic EVs loaded with Ascl1, Brn2, and Myt1l (ABM) are found to show enhanced neuron-specific tropism, modulate electrophysiological activity in neuronal cultures, and drive pro-neurogenic conversions/reprogramming. Moreover, murine studies demonstrate that surface decoration with glutamate receptors appears to mediate enhanced EV delivery to the brain. Altogether, the results indicate that ABM-loaded designer EVs can be a promising platform nanotechnology to drive pro-neuronal responses, and that surface functionalization with glutamate receptors can facilitate the deployment of EVs to the brain.
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Vesículas Extracelulares , Animales , Barrera Hematoencefálica , Comunicación Celular , Sistema Nervioso Central , Vesículas Extracelulares/metabolismo , Ratones , NeuronasRESUMEN
The mammalian master circadian pacemaker within the suprachiasmatic nucleus (SCN) maintains tight entrainment to the 24 hr light/dark cycle via a sophisticated clock-gated rhythm in the responsiveness of the oscillator to light. A central event in this light entrainment process appears to be the rapid induction of gene expression via the ERK/MAPK pathway. Here, we used RNA array-based profiling in combination with pharmacological disruption methods to examine the contribution of ERK/MAPK signaling to light-evoked gene expression. Transient photic stimulation during the circadian night, but not during the circadian day, triggered marked changes in gene expression, with early-night light predominately leading to increased gene expression and late-night light predominately leading to gene downregulation. Functional analysis revealed that light-regulated genes are involved in a diversity of physiological processes, including DNA transcription, RNA translation, mRNA processing, synaptic plasticity and circadian timing. The disruption of MAPK signaling led to a marked reduction in light-evoked gene regulation during the early night (32/52 genes) and late night (190/191 genes); further, MAPK signaling was found to gate gene expression across the circadian cycle. Together, these experiments reveal potentially important insights into the transcriptional-based mechanisms by which the ERK/MAPK pathway regulates circadian clock timing and light-evoked clock entrainment.
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Luz , Núcleo Supraquiasmático/metabolismo , Núcleo Supraquiasmático/efectos de la radiación , Transcriptoma/genética , Animales , Relojes Circadianos/efectos de la radiación , Sistema de Señalización de MAP Quinasas , Masculino , Ratones , Ratones Endogámicos C57BLRESUMEN
Ischemic stroke causes vascular and neuronal tissue deficiencies that could lead to substantial functional impairment and/or death. Although progenitor-based vasculogenic cell therapies have shown promise as a potential rescue strategy following ischemic stroke, current approaches face major hurdles. Here, we used fibroblasts nanotransfected with Etv2, Foxc2, and Fli1 (EFF) to drive reprogramming-based vasculogenesis, intracranially, as a potential therapy for ischemic stroke. Perfusion analyses suggest that intracranial delivery of EFF-nanotransfected fibroblasts led to a dose-dependent increase in perfusion 14 days after injection. MRI and behavioral tests revealed ~70% infarct resolution and up to ~90% motor recovery for mice treated with EFF-nanotransfected fibroblasts. Immunohistological analysis confirmed increases in vascularity and neuronal cellularity, as well as reduced glial scar formation in response to treatment with EFF-nanotransfected fibroblasts. Together, our results suggest that vasculogenic cell therapies based on nanotransfection-driven (i.e., nonviral) cellular reprogramming represent a promising strategy for the treatment of ischemic stroke.
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Reprogramación Celular , Accidente Cerebrovascular Isquémico , Animales , Diferenciación Celular , Modelos Animales de Enfermedad , Fibroblastos/metabolismo , Accidente Cerebrovascular Isquémico/terapia , RatonesRESUMEN
Modern neurophysiology research requires the interrogation of high-dimensionality data sets. Machine learning and artificial intelligence (ML/AI) workflows have permeated into nearly all aspects of daily life in the developed world but have not been implemented routinely in neurophysiological analyses. The power of these workflows includes the speed at which they can be deployed, their availability of open-source programming languages, and the objectivity permitted in their data analysis. We used classification-based algorithms, including random forest, gradient boosted machines, support vector machines, and neural networks, to test the hypothesis that the animal genotypes could be separated into their genotype based on interpretation of neurophysiological recordings. We then interrogate the models to identify what were the major features utilized by the algorithms to designate genotype classification. By using raw EEG and respiratory plethysmography data, we were able to predict which recordings came from genotype class with accuracies that were significantly improved relative to the no information rate, although EEG analyses showed more overlap between groups than respiratory plethysmography. In comparison, conventional methods where single features between animal classes were analyzed, differences between the genotypes tested using baseline neurophysiology measurements showed no statistical difference. However, ML/AI workflows successfully were capable of providing successful classification, indicating that interactions between features were different in these genotypes. ML/AI workflows provide new methodologies to interrogate neurophysiology data. However, their implementation must be done with care so as to provide high rigor and reproducibility between laboratories. We provide a series of recommendations on how to report the utilization of ML/AI workflows for the neurophysiology community.NEW & NOTEWORTHY ML/AI classification workflows are capable of providing insight into differences between genotypes for neurophysiology research. Analytical techniques utilized in the neurophysiology community can be augmented by implementing ML/AI workflows. Random forest is a robust classification algorithm for respiratory plethysmography data. Utilization of ML/AI workflows in neurophysiology research requires heightened transparency and improved community research standards.
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Electroencefalografía , Perfilación de la Expresión Génica , Aprendizaje Automático , Neurofisiología/métodos , Pletismografía , Respiración , Sueño/fisiología , Animales , Astrocitos , Electroencefalografía/métodos , Perfilación de la Expresión Génica/métodos , Genotipo , Proteínas de Homeodominio , Ratones , Pletismografía/métodos , Factores de Transcripción , Flujo de TrabajoRESUMEN
Respiratory parameters change during post-natal development, but the nature of their changes have not been well-described. The advent of commercially available plethysmographic instruments provided improved repeatability of measurements and standardization of measured breathing in mice across laboratories. These technologies thus allowed for exploration of more precise respiratory pattern changes during the post-natal developmental epoch. Current methods to analyze respiratory behavior utilize plethysmography to acquire standing values of frequency, volume and flow at specific time points in murine maturation. These metrics have historically been independently analyzed as a function of time with no further analysis examining the interplay these variables have with each other and in the context of postnatal maturation or during blood gas homeostasis. We posit that machine learning workflows can provide deeper physiological understanding into the postnatal development of respiration. In this manuscript, we delineate a machine learning workflow based on the R-statistical programming language to examine how variation and relationships of frequency (f) and tidal volume (TV) change with respect to inspiratory and expiratory parameters. Our analytical workflows could successfully predict age and found that the variation and relationships between respiratory metrics are dynamically shifting with age and during hypercapnic breathing. Thus, our work demonstrates the utility of high dimensional analyses to provide reliable class label predictions using non-invasive respiratory metrics. These approaches may be useful in large-scale phenotyping across development and in disease.
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Aprendizaje Automático , Fenómenos Fisiológicos Respiratorios , Sistema Respiratorio/crecimiento & desarrollo , Factores de Edad , Animales , Animales Recién Nacidos , Ratones , Ratones Endogámicos C57BL , Pletismografía , Volumen de Ventilación Pulmonar/fisiologíaRESUMEN
Congenital central hypoventilation syndrome (CCHS) represents a rare genetic disorder usually caused by mutations in the homeodomain transcription factor PHOX2B. Some CCHS patients suffer mainly from deficiencies in CO2 and/or O2 respiratory chemoreflex, whereas other patients present with full apnea shortly after birth. Our goal was to identify the neuropathological mechanisms of apneic presentations in CCHS. In the developing murine neuroepithelium, Phox2b is expressed in three discrete progenitor domains across the dorsal-ventral axis, with different domains responsible for producing unique autonomic or visceral motor neurons. Restricting the expression of mutant Phox2b to the ventral visceral motor neuron domain induces marked newborn apnea together with a significant loss of visceral motor neurons, RTN ablation, and preBötzinger complex dysfunction. This finding suggests that the observed apnea develops through non-cell autonomous developmental mechanisms. Mutant Phox2b expression in dorsal rhombencephalic neurons did not generate significant respiratory dysfunction, but did result in subtle metabolic thermoregulatory deficiencies. We confirm the expression of a novel murine Phox2b splice variant which shares exons 1 and 2 with the more widely studied Phox2b splice variant, but which differs in exon 3 where most CCHS mutations occur. We also show that mutant Phox2b expression in the visceral motor neuron progenitor domain increases cell proliferation at the expense of visceral motor neuron development. We propose that visceral motor neurons may function as organizers of brainstem respiratory neuron development, and that disruptions in their development result in secondary/non-cell autonomous maldevelopment of key brainstem respiratory neurons.
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Apnea/fisiopatología , Proteínas de Homeodominio/metabolismo , Hipoventilación/congénito , Neuronas Motoras/metabolismo , Neurogénesis/fisiología , Apnea Central del Sueño/fisiopatología , Factores de Transcripción/metabolismo , Animales , Animales Recién Nacidos , Apnea/etiología , Modelos Animales de Enfermedad , Hipoventilación/complicaciones , Hipoventilación/fisiopatología , Ratones , Fenotipo , Apnea Central del Sueño/complicacionesRESUMEN
Developing effective gene therapies for disorders of the central nervous system (CNS) is extremely challenging due to the lack of safe and efficient gene delivery methods to neurons and glial cells, hampering the study of CNS physiology and the identification of novel therapeutic targets. Current gene transfer methodologies for neuronal cultures rely on synthetic nanoparticles or viral transduction. These approaches present low gene transfer efficiency, are highly toxic, and may induce adverse immune responses. Electroporation has been implemented as an alternative approach; however, this method is restricted for the most part to cells in suspension, and electrical overstimulation of the neuronal membrane may have detrimental consequences. To overcome these barriers, here we describe the implementation of nanochannel-based electroporation for gene delivery into primary neural cultures safely and efficiently. We outline the preparation of viable primary neuronal cultures from the hippocampus of E18.5 mouse embryos and describe the optimal parameter for transfection using a nanochannel-based electroporation platform.
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Electroporación/métodos , Neuronas/citología , Cultivo Primario de Células/métodos , Animales , Células Cultivadas , Embrión de Mamíferos/química , Embrión de Mamíferos/citología , Técnicas de Transferencia de Gen , Ratones , Nanotecnología , Neuronas/químicaRESUMEN
The microRNA miR-132 serves as a key regulator of a wide range of plasticity-associated processes in the central nervous system. Interestingly, miR-132 expression has also been shown to be under the control of the circadian timing system. This finding, coupled with work showing that miR-132 is expressed in the hippocampus, where it influences neuronal morphology and memory, led us to test the idea that daily rhythms in miR-132 within the forebrain modulate cognition as a function of circadian time. Here, we show that hippocampal miR-132 expression is gated by the time-of-day, with peak levels occurring during the circadian night. Further, in miR-132 knockout mice and in transgenic mice, where miR-132 is constitutively expressed under the control of the tetracycline regulator system, we found that time-of-day dependent memory recall (as assessed via novel object location and contextual fear conditioning paradigms) was suppressed. Given that miRNAs exert their functional effects via the suppression of target gene expression, we examined the effects that transgenic miR-132 manipulations have on MeCP2 and Sirt1-two miR-132 targets that are associated with neuronal plasticity and cognition. In mice where miR-132 was either knocked out, or transgenically expressed, rhythmic expression of MeCP2 and Sirt1 was suppressed. Taken together, these results raise the prospect that miR-132 serves as a key route through which the circadian timing system imparts a daily rhythm on cognitive capacity.
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Relojes Circadianos , Ritmo Circadiano , Cognición/fisiología , Hipocampo/metabolismo , MicroARNs/metabolismo , Plasticidad Neuronal , Animales , Condicionamiento Clásico , Miedo , Femenino , Masculino , Recuerdo Mental/fisiología , Proteína 2 de Unión a Metil-CpG/metabolismo , Ratones Endogámicos C57BL , Ratones Noqueados , MicroARNs/genética , Neuronas/metabolismo , Sirtuina 1/metabolismoRESUMEN
Mitogen-activated protein kinase (MAPK) signaling has been implicated in a wide range of neuronal processes, including development, plasticity, and viability. One of the principal downstream targets of both the extracellular signal-regulated kinase/MAPK pathway and the p38 MAPK pathway is Mitogen- and Stress-activated protein Kinase 1 (MSK1). Here, we sought to understand the role that MSK1 plays in neuroprotection against excitotoxic stimulation in the hippocampus. To this end, we utilized immunohistochemical labeling, a MSK1 null mouse line, cell viability assays, and array-based profiling approaches. Initially, we show that MSK1 is broadly expressed within the major neuronal cell layers of the hippocampus and that status epilepticus drives acute induction of MSK1 activation. In response to the status epilepticus paradigm, MSK1 KO mice exhibited a striking increase in vulnerability to pilocarpine-evoked cell death within the CA1 and CA3 cell layers. Further, cultured MSK1 null neurons exhibited a heighted level of N-methyl-D-aspartate-evoked excitotoxicity relative to wild-type neurons, as assessed using the lactate dehydrogenase assay. Given these findings, we examined the hippocampal transcriptional profile of MSK1 null mice. Affymetrix array profiling revealed that MSK1 deletion led to the significant (>1.25-fold) downregulation of 130 genes and an upregulation of 145 genes. Notably, functional analysis indicated that a subset of these genes contribute to neuroprotective signaling networks. Together, these data provide important new insights into the mechanism by which the MAPK/MSK1 signaling cassette confers neuroprotection against excitotoxic insults. Approaches designed to upregulate or mimic the functional effects of MSK1 may prove beneficial against an array of degenerative processes resulting from excitotoxic insults.
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Regulación de la Expresión Génica/genética , Hipocampo/patología , Neuronas/patología , Proteínas Quinasas S6 Ribosómicas 90-kDa/metabolismo , Estado Epiléptico/patología , Animales , Muerte Celular/efectos de los fármacos , Modelos Animales de Enfermedad , Aminoácidos Excitadores/toxicidad , Fluoresceínas/metabolismo , Regulación de la Expresión Génica/efectos de los fármacos , Hipocampo/efectos de los fármacos , L-Lactato Deshidrogenasa/metabolismo , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Agonistas Muscarínicos/toxicidad , N-Metilaspartato/toxicidad , Neuronas/efectos de los fármacos , Fosfopiruvato Hidratasa/metabolismo , Pilocarpina/toxicidad , Proteínas Quinasas S6 Ribosómicas 90-kDa/genética , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética , Estado Epiléptico/inducido químicamente , Estado Epiléptico/genética , eIF-2 Quinasa/metabolismoRESUMEN
Ischemia-induced progenitor cell proliferation is a prominent example of the adult mammalian brain's ability to regenerate injured tissue resulting from pathophysiological processes. In order to better understand and exploit the cell signaling mechanisms that regulate ischemia-induced proliferation, we examined the role of the p42/44 mitogen-activated protein kinase (MAPK) cascade effector ribosomal S6 kinase (RSK) in this process. Here, using the endothelin-1 ischemia model in wild type mice, we show that the activated form of RSK is expressed in the progenitor cells of the subgranular zone (SGZ) after intrahippocampal cerebral ischemia. Further, RSK inhibition significantly reduces ischemia-induced SGZ progenitor cell proliferation. Using the neurosphere assay, we also show that both SGZ- and subventricular zone (SVZ)-derived adult neural stem cells (NSC) exhibit a significant reduction in proliferation in the presence of RSK and MAPK inhibitors. Taken together, these data reveal RSK as a regulator of ischemia-induced progenitor cell proliferation, and as such, suggest potential therapeutic value may be gained by specifically targeting the regulation of RSK in the progenitor cell population of the SGZ.
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Células Madre Adultas/fisiología , Isquemia Encefálica/patología , Proliferación Celular , Hipocampo/patología , Proteínas Quinasas S6 Ribosómicas/metabolismo , Células Madre Adultas/efectos de los fármacos , Análisis de Varianza , Animales , Isquemia Encefálica/inducido químicamente , Bromodesoxiuridina/metabolismo , Proliferación Celular/efectos de los fármacos , Células Cultivadas , Relación Dosis-Respuesta a Droga , Endotelina-1/efectos adversos , Endotelina-1/farmacología , Inhibidores Enzimáticos/farmacología , Fluoresceínas , Regulación de la Expresión Génica/efectos de los fármacos , Hipocampo/efectos de los fármacos , Antígeno Ki-67/metabolismo , Ratones , Ratones Endogámicos C57BL , Proteínas del Tejido Nervioso/metabolismo , Factores de TiempoRESUMEN
The CREB/CRE transcriptional pathway has been implicated in circadian clock timing and light-evoked clock resetting. To date, much of the work on CREB in circadian physiology has focused on how changes in the phosphorylation state of CREB regulate the timing processes. However, beyond changes in phosphorylation, CREB-dependent transcription can also be regulated by the CREB coactivator CRTC (CREB-regulated transcription coactivator), also known as TORC (transducer of regulated CREB). Here we profiled both the rhythmic and light-evoked regulation of CRTC1 and CRTC2 in the murine suprachiasmatic nucleus (SCN), the locus of the master mammalian clock. Immunohistochemical analysis revealed rhythmic expression of CRTC1 in the SCN. CRTC1 expression was detected throughout the dorsoventral extent of the SCN in the middle of the subjective day, with limited expression during early night, and late night expression levels intermediate between mid-day and early night levels. In contrast to CRTC1, robust expression of CRTC2 was detected during both the subjective day and night. During early and late subjective night, a brief light pulse induced strong nuclear accumulation of CRTC1 in the SCN. In contrast with CRTC1, photic stimulation did not affect the subcellular localization of CRTC2 in the SCN. Additionally, reporter gene profiling and chromatin immunoprecipitation analysis indicated that CRTC1 was associated with CREB in the 5' regulatory region of the period1 gene, and that overexpression of CRTC1 leads to a marked upregulation in period1 transcription. Together, these data raise the prospect that CRTC1 plays a role in fundamental aspects of SCN clock timing and entrainment.
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Proteína de Unión a CREB/metabolismo , Relojes Circadianos/fisiología , Luz , Núcleo Supraquiasmático/metabolismo , Factores de Transcripción/metabolismo , Regulación hacia Arriba/fisiología , Animales , Proteína de Unión a CREB/genética , Inmunoprecipitación de Cromatina , Femenino , Células HEK293 , Humanos , Masculino , Ratones , Ratones Endogámicos C57BL , Proteína Quinasa 1 Activada por Mitógenos/metabolismo , Proteína Quinasa 3 Activada por Mitógenos/metabolismo , Proteínas Circadianas Period/genética , Proteínas Circadianas Period/metabolismo , Fosfopiruvato Hidratasa/metabolismo , Estimulación Luminosa , Factores de Transcripción/genética , Transfección , Regulación hacia Arriba/efectos de la radiaciónRESUMEN
The neurogenic niche within the subgranular zone (SGZ) of the dentate gyrus is a source of new neurons throughout life. Interestingly, SGZ proliferative capacity is regulated by both physiological and pathophysiological conditions. One outstanding question involves the molecular mechanisms that regulate both basal and inducible adult neurogenesis. Here, we examined the role of the MAPK-regulated kinases, mitogen- and stress-activated kinase (MSK)1 and MSK2. as regulators of dentate gyrus SGZ progenitor cell proliferation and neurogenesis. Under basal conditions, MSK1/2 null mice exhibited significantly reduced progenitor cell proliferation capacity and a corollary reduction in the number of doublecortin (DCX)-positive immature neurons. Strikingly, seizure-induced progenitor proliferation was totally blocked in MSK1/2 null mice. This blunting of cell proliferation in MSK1/2 null mice was partially reversed by forskolin infusion, indicating that the inducible proliferative capacity of the progenitor cell population was intact. Furthermore, in MSK1/2 null mice, DCX-positive immature neurons exhibited reduced neurite arborization. Together, these data reveal a critical role for MSK1/2 as regulators of both basal and activity-dependent progenitor cell proliferation and morphological maturation in the SGZ.