RESUMO
Many neuronal and retinal disorders are associated with pathological hyperpermeability of the microvasculature. We have used explants of rodent retinae to study acute neurovascular permeability, signal transduction and the role of AMP-activated protein kinase (AMPK). Following stimulation with either vascular endothelial growth factor (VEGF-A) or bradykinin (BK), AMPK was rapidly and strongly phosphorylated and acted as a key mediator of permeability downstream of Ca2+. Accordingly, AMPK agonists potently induced acute retinal vascular leakage. AMPK activation led to phosphorylation of endothelial nitric oxide synthase (eNOS, also known as NOS3), which in turn increased VE-cadherin (CDH5) phosphorylation on Y685. In parallel, AMPK also mediated phosphorylation of p38 MAP kinases (hereafter p38) and HSP27 (HSPB1), indicating that it regulated paracellular junctions and cellular contractility, both previously associated with endothelial permeability. Endothelial AMPK provided a missing link in neurovascular permeability, connecting Ca2+ transients to the activation of eNOS and p38, irrespective of the permeability-inducing factor used. Collectively, we find that, due to its compatibility with small molecule antagonists and agonists, as well as siRNA, the ex vivo retina model constitutes a reliable tool to identify and study regulators and mechanisms of acute neurovascular permeability.
Assuntos
Proteínas Quinases Ativadas por AMP , Fator A de Crescimento do Endotélio Vascular , Proteínas Quinases Ativadas por AMP/genética , Proteínas Quinases Ativadas por AMP/metabolismo , Permeabilidade , Fosforilação , Transdução de SinaisRESUMO
Lipoprotein-associated phospholipase A2 (Lp-PLA2) hydrolyses oxidized low-density lipoproteins into proinflammatory products, which can have detrimental effects on vascular function. As a specific inhibitor of Lp-PLA2, darapladib has been shown to be protective against atherogenesis and vascular leakage in diabetic and hypercholesterolemic animal models. This study has investigated whether Lp-PLA2 and its major enzymatic product, lysophosphatidylcholine (LPC), are involved in blood-retinal barrier (BRB) damage during diabetic retinopathy. We assessed BRB protection in diabetic rats through use of species-specific analogs of darapladib. Systemic Lp-PLA2 inhibition using SB-435495 at 10 mg/kg (i.p.) effectively suppressed BRB breakdown in streptozotocin-diabetic Brown Norway rats. This inhibitory effect was comparable to intravitreal VEGF neutralization, and the protection against BRB dysfunction was additive when both targets were inhibited simultaneously. Mechanistic studies in primary brain and retinal microvascular endothelial cells, as well as occluded rat pial microvessels, showed that luminal but not abluminal LPC potently induced permeability, and that this required signaling by the VEGF receptor 2 (VEGFR2). Taken together, this study demonstrates that Lp-PLA2 inhibition can effectively prevent diabetes-mediated BRB dysfunction and that LPC impacts on the retinal vascular endothelium to induce vasopermeability via VEGFR2. Thus, Lp-PLA2 may be a useful therapeutic target for patients with diabetic macular edema (DME), perhaps in combination with currently administered anti-VEGF agents.
Assuntos
1-Alquil-2-acetilglicerofosfocolina Esterase/metabolismo , Barreira Hematorretiniana/metabolismo , Diabetes Mellitus Experimental/metabolismo , Retinopatia Diabética/metabolismo , 1-Alquil-2-acetilglicerofosfocolina Esterase/antagonistas & inibidores , 1-Alquil-2-acetilglicerofosfocolina Esterase/sangue , Animais , Compostos de Bifenilo/sangue , Compostos de Bifenilo/farmacocinética , Compostos de Bifenilo/farmacologia , Masculino , Permeabilidade , Pirimidinonas/sangue , Pirimidinonas/farmacocinética , Pirimidinonas/farmacologia , Coelhos , Ratos Endogâmicos BN , Fator A de Crescimento do Endotélio Vascular/metabolismoRESUMO
Cancer is a complex disease that deregulates cellular functions at various molecular levels (e.g., DNA, RNA, and proteins). Integrated multi-omics analysis of data from these levels is necessary to understand the aberrant cellular functions accountable for cancer and its development. In recent years, Deep Learning (DL) approaches have become a useful tool in integrated multi-omics analysis of cancer data. However, high dimensional multi-omics data are generally imbalanced with too many molecular features and relatively few patient samples. This imbalance makes a DL based integrated multi-omics analysis difficult. DL-based dimensionality reduction technique, including variational autoencoder (VAE), is a potential solution to balance high dimensional multi-omics data. However, there are few VAE-based integrated multi-omics analyses, and they are limited to pancancer. In this work, we did an integrated multi-omics analysis of ovarian cancer using the compressed features learned through VAE and an improved version of VAE, namely Maximum Mean Discrepancy VAE (MMD-VAE). First, we designed and developed a DL architecture for VAE and MMD-VAE. Then we used the architecture for mono-omics, integrated di-omics and tri-omics data analysis of ovarian cancer through cancer samples identification, molecular subtypes clustering and classification, and survival analysis. The results show that MMD-VAE and VAE-based compressed features can respectively classify the transcriptional subtypes of the TCGA datasets with an accuracy in the range of 93.2-95.5% and 87.1-95.7%. Also, survival analysis results show that VAE and MMD-VAE based compressed representation of omics data can be used in cancer prognosis. Based on the results, we can conclude that (i) VAE and MMD-VAE outperform existing dimensionality reduction techniques, (ii) integrated multi-omics analyses perform better or similar compared to their mono-omics counterparts, and (iii) MMD-VAE performs better than VAE in most omics dataset.
Assuntos
Biologia Computacional/métodos , Aprendizado Profundo , Epigenômica/métodos , Perfilação da Expressão Gênica/métodos , Genômica/métodos , Neoplasias Ovarianas/genética , Transcriptoma , Análise por Conglomerados , Estudos de Coortes , Análise de Dados , Epigênese Genética , Feminino , Humanos , Estimativa de Kaplan-Meier , Neoplasias Ovarianas/classificação , Neoplasias Ovarianas/mortalidade , PrognósticoRESUMO
BACKGROUND: During neuroinflammation many chemokines alter the function of the blood-brain barrier (BBB) that regulates the entry of macromolecules and immune cells into the brain. As the milieu of the brain is altered, biochemical and structural changes contribute to the pathogenesis of neuroinflammation and may impact on neurogenesis. The chemokine CCL4, previously known as MIP-1ß, is upregulated in a wide variety of central nervous system disorders, including multiple sclerosis, where it is thought to play a key role in the neuroinflammatory process. However, the effect of CCL4 on BBB endothelial cells (ECs) is unknown. MATERIALS AND METHODS: Expression and distribution of CCR5, phosphorylated p38, F-actin, zonula occludens-1 (ZO-1) and vascular endothelial cadherin (VE-cadherin) were analysed in the human BBB EC line hCMEC/D3 by Western blot and/or immunofluorescence in the presence and absence of CCL4. Barrier modulation in response to CCL4 using hCMEC/D3 monolayers was assessed by measuring molecular flux of 70 âkDa RITC-dextran and transendothelial lymphocyte migration. Permeability changes in response to CCL4 in vivo were measured by an occlusion technique in pial microvessels of Wistar rats and by fluorescein angiography in mouse retinae. RESULTS: CCR5, the receptor for CCL4, was expressed in hCMEC/D3 cells. CCL4 stimulation led to phosphorylation of p38 and the formation of actin stress fibres, both indicative of intracellular chemokine signalling. The distribution of junctional proteins was also altered in response to CCL4: junctional ZO-1 was reduced by circa 60% within 60 âmin. In addition, surface VE-cadherin was redistributed through internalisation. Consistent with these changes, CCL4 induced hyperpermeability in vitro and in vivo and increased transmigration of lymphocytes across monolayers of hCMEC/D3 cells. CONCLUSION: These results show that CCL4 can modify BBB function and may contribute to disease pathogenesis.
RESUMO
OBJECTIVE: Lysophosphatidic acid (LPA) increases permeability of cerebral endothelium in culture, but it has been suggested that histamine release is required in vivo. METHODS: Cerebral venular permeability was measured by using the single-vessel micro-occlusion technique, and fura-2 ratios were used to track changes in endothelial [Ca(2+)]. RESULTS: Topical acute LPA application dose-dependently increased permeability (log EC(50)-9.4; similar to the K(d) of the LPA1 receptor). The calcium response to LPA was similar to histamine, but the permeability response was unaffected by H(2)-histamine receptor antagonism, and was blocked by Ki16425, a LPA1 receptor antagonist. The permeability response was blocked by nitric oxide synthase and free radical scavenging, which were carried out together, but not separately. Intravascular LPA bolus injection increased permeability. Whole serum albumin, or plasma albumin co-applied with LPA, increased permeability, but less potently than LPA itself (log EC(50) 5.1 and 6.1, respectively). Tachyphylaxis of the LPA1 receptor was demonstrated by LPA application for 10 minutes, which resulted in suppression of the response to subsequent applications for the following 15 minutes. CONCLUSIONS: Lysophosphatidic acid increases cerebrovascular permeability by acting directly on the endothelium and utilizes both nitric oxide and free radical signaling pathways.
Assuntos
Permeabilidade Capilar/efeitos dos fármacos , Circulação Cerebrovascular/efeitos dos fármacos , Lisofosfolipídeos/farmacologia , Animais , Sinalização do Cálcio/efeitos dos fármacos , Permeabilidade Capilar/fisiologia , Circulação Cerebrovascular/fisiologia , Cimetidina/farmacologia , Feminino , Radicais Livres/metabolismo , Antagonistas dos Receptores H2 da Histamina/farmacologia , Isoxazóis/farmacologia , Masculino , Microcirculação/efeitos dos fármacos , Microcirculação/fisiologia , Óxido Nítrico/metabolismo , Propionatos/farmacologia , Ratos , Ratos Wistar , Receptores de Ácidos Lisofosfatídicos/antagonistas & inibidores , Receptores de Ácidos Lisofosfatídicos/metabolismo , Albumina Sérica/farmacologia , Transdução de Sinais/efeitos dos fármacos , TaquifilaxiaRESUMO
Probiotics are used as microbial food supplements for health and well-being. They are thought to have immunomodulatory effects although their exact physiological mechanism of action is not clear. This study investigated the influence of probiotic Lactobacillus rhamnosus GG conditioned media (LGG-CM) on macrophage phagocytosis of non-pathogenic Escherichia coli HfrC. The gentamicin protection assay was used to study the bacterial killing phases of phagocytosis. Macrophages co-incubated with E. coli for an hour allowed them to ingest bacteria and then the rate of E. coli killing was monitored for up to 300 min to determine the killing or digestion of the bacteria by recovering them from the macrophage lysate. We found that the LGG-CM significantly increased the bacterial killing by approximately 6-fold when compared with that of controls. By contrast, this killing process was found to be associated with enhanced free radical production via the activation of NADPH oxidase, stimulated by the LGG conditioned medium. We also found that the conditioned medium had small effect on nitric oxide (NO) generation, albeit to a lesser extent. This work suggests that LGG-CM may play an important role in suppressing the total microbial load within the macrophages and hence, the extent to which pro-inflammatory molecules such as free radicals and NO are generated. The modulation of inflammation-promoting signals by LGG-CM may be beneficial as it modulates bacterial killing, and thereby prevents any collateral damage to host.
RESUMO
Phagocytes such as macrophages are capable of detecting and killing pathogenic bacteria by producing reactive oxygen and nitrogen species. Formation of free radicals in macrophages may be regulated by probiotics or by factors released by probiotics but yet to be identified. Thus, studies were carried out to determine whether cell-free conditioned medium obtained from cultures of Lactobacillus rhamnosus GG (LGG-CM) regulate production of reactive oxygen species (ROS) and/or nitric oxide (NO) in macrophages. J774 macrophages in culture were loaded with either H2DCFDA for monitoring ROS or with DAFFM-DA for NO detection. Free radical production was measured on a fluorescence microplate reader and changes were analysed by Cumulative sum (CuSum) calculations. Low concentration of LGG-CM (10% LGG-CM) or LPS did not cause any significant change in basal levels of ROS or NO production. In contrast, high concentration of LGG-CM (75% and 100%) significantly enhanced ROS generation but also significantly reduced NO level. These findings are novel and suggest for the first time that probiotics may release factors in culture which enhance ROS production and may additionally reduce deleterious effects associated with excessive nitrogen species by suppressing NO level. These events may account, in part, for the beneficial bactericidal and anti-inflammatory actions ascribed to probiotics and may be of clinical relevance.
RESUMO
The vascular endothelium operates in a highly polarized environment, but to date there has been little exploration of apicobasal polarization of its signaling. We show that VEGF-A, histamine, IGFBP3, and LPA trigger unequal endothelial responses when acting from the circulation or the parenchymal side at blood-neural barriers. For VEGF-A, highly polarized receptor distribution contributed to distinct signaling patterns: VEGFR2, which was found to be predominantly abluminal, mediated increased permeability via p38; in contrast, luminal VEGFR1 led to Akt activation and facilitated cytoprotection. Importantly, such differential apicobasal signaling and VEGFR distribution were found in the microvasculature of brain and retina but not lung, indicating that endothelial cells at blood-neural barriers possess specialized signaling compartments that assign different functions depending on whether an agonist is tissue or blood borne.
Assuntos
Barreira Hematoencefálica/fisiologia , Neurônios/metabolismo , Transdução de Sinais , Fator A de Crescimento do Endotélio Vascular/metabolismo , Receptor 1 de Fatores de Crescimento do Endotélio Vascular/metabolismo , Receptor 2 de Fatores de Crescimento do Endotélio Vascular/metabolismo , Animais , Endotélio Vascular/metabolismo , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Microcirculação , Permeabilidade , Ratos , Ratos Endogâmicos Lew , Ratos Wistar , Proteínas Quinases p38 Ativadas por Mitógeno/metabolismoRESUMO
Free radical generation is a key event in cerebral reperfusion injury. Bradykinin (Bk) and interleukin-1ß (IL-1ß) have both been implicated in edema formation after stroke, although acute Bk application itself results in only a modest permeability increase. We have investigated the molecular mechanism by assessing the permeability of single pial venules in a stroke model. Increased permeability on reperfusion was dependent on the duration of ischemia and was prevented by applying the B(2) receptor antagonist HOE 140. Postreperfusion permeability increases were mimicked by applying Bk (5µM) for 10 min and blocked by coapplying the IL-1 receptor antagonist with Bk. Furthermore, 10 min pretreatment with IL-1ß resulted in a 3 orders of magnitude leftward shift of the acutely applied Bk concentration-response curve. The left shift was abolished by scavenging free radicals with superoxide dismutase and catalase. Apocynin coapplied with IL-1ß completely blocked the potentiation, implying that NADPH oxidase assembly is the immediate target of IL-1ß. In conclusion, this is first demonstration that bradykinin, released during cerebral ischemia, leads to IL-1ß release, which in turn activates NADPH oxidase leading to blood-brain barrier breakdown.
Assuntos
Bradicinina/fisiologia , Isquemia Encefálica/metabolismo , Encéfalo/irrigação sanguínea , Permeabilidade Capilar/efeitos dos fármacos , NADPH Oxidases/metabolismo , Traumatismo por Reperfusão/metabolismo , Acetofenonas/farmacologia , Animais , Bradicinina/análogos & derivados , Bradicinina/farmacologia , Antagonistas dos Receptores da Bradicinina , Encéfalo/patologia , Isquemia Encefálica/etiologia , Catalase/farmacologia , Ativação Enzimática , Feminino , Sequestradores de Radicais Livres/farmacologia , Interleucina-1beta/farmacologia , Interleucina-1beta/fisiologia , Masculino , Microesferas , NADPH Oxidases/antagonistas & inibidores , Ratos , Ratos Wistar , Espécies Reativas de Oxigênio/metabolismo , Traumatismo por Reperfusão/etiologia , Transdução de Sinais , Superóxido Dismutase/farmacologiaRESUMO
There is a concern that mismanagement of medical waste in developing countries may be a significant risk factor for disease transmission. Quantitative estimation of medical waste generation is needed to estimate the potential risk and as a basis for any waste management plan. Dhaka City, the capital of Bangladesh, is an example of a major city in a developing country where there has been no rigorous estimation of medical waste generation based upon a thorough scientific study. These estimates were obtained by stringent weighing of waste in a carefully chosen, representative, sample of HCEs, including non-residential diagnostic centres. This study used a statistically designed sampling of waste generation in a broad range of Health Care Establishments (HCEs) to indicate that the amount of waste produced in Dhaka can be estimated to be 37+/-5 ton per day. The proportion of this waste that would be classified as hazardous waste by World Health Organisation (WHO) guidelines was found to be approximately 21%. The amount of waste, and the proportion of hazardous waste, was found to vary significantly with the size and type of HCE.