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1.
J Infect Dis ; 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38429000

RESUMO

INTRODUCTION: People living with the human immunodeficiency virus (PWH) have microvascular disease. Since perivascular adipose tissue (PVAT) regulates microvascular function and adipose tissue is inflamed in PWH, we tested the hypothesis that PWH have inflamed PVAT that impairs the function of their small vessels. METHODS: Subcutaneous small arteries were dissected with or without (+ or -) PVAT from a gluteal skin biopsy from 11 women with treated HIV (WWH) aged < 50 years and 10 matched women without HIV and studied on isometric myographs. Nitric oxide (NO) and reactive oxygen species (ROS) were measured by fluorescence microscopy. Adipokines and markers of inflammation and ROS were assayed in PVAT. RESULTS: PVAT surrounding the small arteries in control women significantly (P < 0.05) enhanced acetylcholine (Ach)-induced endothelium dependent relaxation and NO and reduced contractions to thromboxane and endothelin-1. However, these effects of PVAT were reduced significantly (P < 0.05) in WWH whose PVAT released less adiponectin but more markers of ROS and inflammation. Moderation of contractions by PVAT were correlated positively with adipose adiponectin. CONCLUSION: PVAT from WWH has oxidative stress, inflammation and reduced release of adiponectin that may contribute to enhanced contractions and therefore could promote small artery dysfunction.

2.
IEEE Trans Pattern Anal Mach Intell ; 45(7): 8143-8158, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37015376

RESUMO

This article focuses on conditional generative modeling (CGM) for image data with continuous, scalar conditions (termed regression labels). We propose the first model for this task which is called continuous conditional generative adversarial network (CcGAN). Existing conditional GANs (cGANs) are mainly designed for categorical conditions (e.g., class labels). Conditioning on regression labels is mathematically distinct and raises two fundamental problems: (P1) since there may be very few (even zero) real images for some regression labels, minimizing existing empirical versions of cGAN losses (a.k.a. empirical cGAN losses) often fails in practice; and (P2) since regression labels are scalar and infinitely many, conventional label input mechanisms (e.g., combining a hidden map of the generator/discriminator with a one-hot encoded label) are not applicable. We solve these problems by: (S1) reformulating existing empirical cGAN losses to be appropriate for the continuous scenario; and (S2) proposing a naive label input (NLI) mechanism and an improved label input (ILI) mechanism to incorporate regression labels into the generator and the discriminator. The reformulation in (S1) leads to two novel empirical discriminator losses, termed the hard vicinal discriminator loss (HVDL) and the soft vicinal discriminator loss (SVDL) respectively, and a novel empirical generator loss. Hence, we propose four versions of CcGAN employing different proposed losses and label input mechanisms. The error bounds of the discriminator trained with HVDL and SVDL, respectively, are derived under mild assumptions. To evaluate the performance of CcGANs, two new benchmark datasets (RC-49 and Cell-200) are created. A novel evaluation metric (Sliding Fréchet Inception Distance) is also proposed to replace Intra-FID when Intra-FID is not applicable. Our extensive experiments on several benchmark datasets (i.e., RC-49, UTKFace, Cell-200, and Steering Angle with both low and high resolutions) support the following findings: the proposed CcGAN is able to generate diverse, high-quality samples from the image distribution conditional on a given regression label; and CcGAN substantially outperforms cGAN both visually and quantitatively.

3.
Antioxidants (Basel) ; 11(5)2022 Apr 26.
Artigo em Inglês | MEDLINE | ID: mdl-35624708

RESUMO

Nuclear factor erythroid factor E2-related factor 2 (Nrf2) transcribes antioxidant genes that reduce the blood pressure (BP), yet its activation with tert-butylhydroquinone (tBHQ) in mice infused with angiotensin II (Ang II) increased mean arterial pressure (MAP) over the first 4 days of the infusion. Since tBHQ enhanced cyclooxygenase (COX) 2 expression in vascular smooth muscle cells (VSMCs), we tested the hypothesis that tBHQ administration during an ongoing Ang II infusion causes an early increase in microvascular COX-dependent reactive oxygen species (ROS) and contractility. Mesenteric microarteriolar contractility was assessed on a myograph, and ROS by RatioMaster™. Three days of oral tBHQ administration during the infusion of Ang II increased the mesenteric microarteriolar mRNA for p47phox, the endothelin type A receptor and thromboxane A2 synthase, and increased the excretion of 8-isoprostane F2α and the microarteriolar ROS and contractions to a thromboxane A2 (TxA2) agonist (U-46,619) and endothelin 1 (ET1). These were all prevented in Nrf2 knockout mice. Moreover, the increases in ROS and contractility were prevented in COX1 knockout mice with blockade of COX2 and by blockade of thromboxane prostanoid receptors (TPRs). In conclusion, the activation of Nrf2 over 3 days of Ang II infusion enhances microarteriolar ROS and contractility, which are dependent on COX1, COX2 and TPRs. Therefore, the blockade of these pathways may diminish the early adverse cardiovascular disease events that have been recorded during the initiation of Nrf2 therapy.

4.
Comput Biol Med ; 136: 104760, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34416572

RESUMO

BACKGROUND AND OBJECTIVE: In binary classification problems with a rare class of interest, there is relatively little information available for the rare class to build a model. On the other hand, the number of useful variables to develop a model for classification can be high-dimensional. For example, in drug discovery, there are usually a very few bioactive compounds in a large chemical library, whereas thousands of potentially useful explanatory variables characterize a compound's chemical structure. The sparsity of information for the rare class of interest makes it difficult for the standard classification models to exploit the richness of the useful feature variables. Thus, the objective of this paper is to develop an R package which clusters the feature variables into diverse subsets to be aggregated into a powerful ensemble for the detection of a rare class object. METHODS: The ensemble of phalanxes (EPX) builds a classifier by exploiting the richness of feature variables using several diverse subsets of variables, called phalanxes, and outperforms many competitive state-of-the-art classification methods in terms of predictive ranking of the rare class of interest. RESULTS: We present an R package EPX which implements the algorithm to form the ensemble of phalanxes as well as its associated functions. We further show how the ensemble of phalanxes can be constructed using parallel computing to lower the computational burden given high-dimensional data. CONCLUSIONS: The R package EPX shows a flexible way of clustering feature variable space into smaller and diverse subsets of variables to develop an ensemble of phalanxes which better ranks a rare class object in a highly unbalanced two class classification problem. The ensemble EPX will be useful to detect the rare drug-like active biomolecules for development in drug discovery (Tomal et al., Mar. 2016) [1] and homologous proteins using similarity scores of amino acid sequences in protein homology (Tomal et al., 2019) [2]. The package EPX is freely available to download from CRAN (https://CRAN.R-project.org/package=EPX).


Assuntos
Algoritmos , Sequência de Aminoácidos , Análise por Conglomerados
5.
Kidney Blood Press Res ; 45(1): 70-83, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31896111

RESUMO

INTRODUCTION: Furosemide reduces the glomerular filtration rate (GFR) and increases the renal vascular resistance (RVR) despite inhibiting tubuloglomerular feedback but increases proximal tubule pressure, renin release, and renal nerve activity. OBJECTIVE: This study tested the hypothesis that the fall in GFR with furosemide is due to volume depletion or activation of angiotensin type 1 (AT1) receptors or renal nerves. METHODS: Furosemide was infused for 60 min at 1.0 mg·kg-1·h-1 in groups of 5-8 anesthetized rats. Additional groups received intravenous volume replacement to prevent fluid and Na+ losses or volume replacement plus losartan or plus sham denervation or plus renal denervation or renal nerve deafferentation. RESULTS: At 60 min of infusion, furosemide alone reduced the GFR (-37 ± 4%; p < 0.01). This fall was not prevented by volume replacement or pretreatment with losartan, although losartan moderated the increase in RVR with furosemide (+44 ± 3 vs. +82 ± 7%; p < 0.01). Whereas the GFR fell after furosemide in rats after sham procedure (-31 ± 2%), it was not changed significantly after prior renal deafferentation. Proximal tubule pressure increased significantly but returned towards baseline over 60 min of furosemide, while urine output remained elevated, and GFR and renal blood flow depressed. CONCLUSIONS: The fall in GFR over 60 min of furosemide infusion is independent of volume depletion or activation of AT1 receptors but is largely dependent on renal afferent nerves.


Assuntos
Furosemida/uso terapêutico , Taxa de Filtração Glomerular/efeitos dos fármacos , Infusões Intravenosas/métodos , Rim/inervação , Animais , Modelos Animais de Doenças , Furosemida/farmacologia , Humanos , Ratos
6.
Hypertension ; 72(5): 1208-1216, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30354808

RESUMO

High salt, Ang II (angiotensin II), and reactive oxygen species enhance progression of chronic kidney disease. We tested the hypothesis that a high salt intake generates specific reactive oxygen species to enhance Ang II contractions of afferent arterioles from mice with reduced renal mass (RRM). C57BL/6 mice were subjected to surgical RRM or sham operations and received 6% or 0.4% NaCl salt diet for 3 months. Ang II contractions were measured in perfused afferent arterioles and superoxide (O2-) and hydrogen peroxide (H2O2) by fluorescence microscopy. RRM enhanced the afferent arteriolar gene expression for p47phox and neutrophil oxidase (NOX) 2 and high salt intake in RRM mice enhanced gene expression for angiotensin type 1 receptors, POLDIP2 and NOX4 and reduced catalase. High salt in mice with RRM enhanced arteriolar O2- and H2O2 generation and maximal contractions to Ang II (10-6 mol/L) that were dependent on O2- because they were prevented by gene deletion of p47phox and on H2O2 because they were prevented by transgenic smooth muscle cell expression of catalase (tgCAT-SMC) and POLDIP2 gene deletion. Three months of tempol normalized arteriolar reactive oxygen species and Ang II contractions. However, arteriolar contractions to lower concentrations of Ang II (10-8 to 10-11 mol/L) were paradoxically inhibited by H2O2 and POLDIP2. In conclusion, both O2- from p47phox/NOX2 and H2O2 from NOX4/POLDIP2 enhance maximal arteriolar Ang II contractions from RRM mice during high salt, but H2O2 and NOX4/POLDIP2 reduce the sensitivity to lower concentrations of Ang II by >100-fold. Tempol prevents all of these changes in function.


Assuntos
Angiotensina II/farmacologia , Arteríolas/efeitos dos fármacos , Glomérulos Renais/irrigação sanguínea , Rim/efeitos dos fármacos , Espécies Reativas de Oxigênio/metabolismo , Cloreto de Sódio na Dieta/administração & dosagem , Animais , Arteríolas/metabolismo , Catalase/metabolismo , Peróxido de Hidrogênio/metabolismo , Rim/metabolismo , Glomérulos Renais/efeitos dos fármacos , Glomérulos Renais/metabolismo , Camundongos , Superóxidos/metabolismo
7.
J Chem Inf Model ; 58(8): 1533-1543, 2018 08 27.
Artigo em Inglês | MEDLINE | ID: mdl-30063345

RESUMO

The majority of computational methods for predicting toxicity of chemicals are typically based on "nonmechanistic" cheminformatics solutions, relying on an arsenal of QSAR descriptors, often vaguely associated with chemical structures, and typically employing "black-box" mathematical algorithms. Nonetheless, such machine learning models, while having lower generalization capacity and interpretability, typically achieve a very high accuracy in predicting various toxicity endpoints, as unambiguously reflected by the results of the recent Tox21 competition. In the current study, we capitalize on the power of modern AI to predict Tox21 benchmark data using merely simple 2D drawings of chemicals, without employing any chemical descriptors. In particular, we have processed rather trivial 2D sketches of molecules with a supervised 2D convolutional neural network (2DConvNet) and demonstrated that the modern image recognition technology results in prediction accuracies comparable to the state-of-the-art cheminformatics tools. Furthermore, the performance of the image-based 2DConvNet model was comparatively evaluated on an external set of compounds from the Prestwick chemical library and resulted in experimental identification of significant and previously unreported antiandrogen potentials for several well-established generic drugs.


Assuntos
Aprendizado Profundo , Descoberta de Drogas , Modelos Biológicos , Bibliotecas de Moléculas Pequenas/química , Bibliotecas de Moléculas Pequenas/toxicidade , Algoritmos , Gráficos por Computador , Bases de Dados de Produtos Farmacêuticos , Descoberta de Drogas/métodos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/etiologia , Humanos , Modelos Químicos , Preparações Farmacêuticas/química
8.
Am J Physiol Renal Physiol ; 315(1): F74-F78, 2018 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-29513072

RESUMO

Nitric oxide prevents hypertension yet enhances proximal tubule Na+ reabsorption. Nitric oxide synthase is inhibited by asymmetric dimethylarginine (ADMA) that is metabolized by dimethylarginine dimethylaminohydrolase (DDAH) whose type 1 isoform is expressed abundantly in the proximal tubule (PT). We hypothesize that ADMA metabolized by DDAH-1 inhibits fluid reabsorbtion (Jv) by the proximal tubule. S2 segments of the PT were microperfused between blocks in vivo to assess Jv in anesthetized rats. Compared with vehicle, microperfusion of ADMA or Nω-nitro-l-arginine methyl ester (l-NAME) in the proximal tubule reduced Jv dose dependently. At 10-4 mol/l both reduced Jv by ~40% (vehicle: 3.2 ± 0.7 vs. ADMA: 2.1 ± 0.5, P < 0.01 vs. l-NAME: 1.9 ± 0.4 nl·min-1·mm-1, P < 0.01; n = 10). Selective inhibition of DDAH-1 in rats with intravenous L-257 (60 mg/kg) given 2 h before and L-257 (10-5 mol/l) perfused in the proximal tubule for 5 min reduced Jv by 32 ± 4% (vehicle: 3.2 ± 0.5 vs. L-257: 2.2 ± 0.5 nl·min-1·mm-1; P < 0.01) and increased plasma ADMA by ≈50% (vehicle: 0.46 ± 0.03 vs. L-257: 0.67 ± 0.03 µmol/l, P < 0.0001) without changing plasma symmetric dimethylarginine. Compared with nontargeted control small-interference RNA, knock down of DDAH-1 in mice by 60% with targeted small-interference RNAs (siRNA) reduced Jv by 29 ± 5% (nontargeted siRNA: 2.8 ± 0.20 vs. DDAH-1 knockdown: 1.9 ± 0.31 nl·min-1·mm-1, P < 0.05). In conclusion, fluid reabsorption in the proximal tubule is reduced by tubular ADMA or by blocking its metabolism by DDAH-1. L-257 is a novel regulator of proximal tubule fluid reabsorption.


Assuntos
Amidoidrolases/metabolismo , Arginina/análogos & derivados , Túbulos Renais Proximais/enzimologia , Reabsorção Renal , Amidoidrolases/antagonistas & inibidores , Amidoidrolases/genética , Animais , Arginina/metabolismo , Arginina/farmacologia , Inibidores Enzimáticos/farmacologia , Túbulos Renais Proximais/efeitos dos fármacos , Masculino , Camundongos Endogâmicos C57BL , Óxido Nítrico/metabolismo , Interferência de RNA , Ratos Sprague-Dawley , Reabsorção Renal/efeitos dos fármacos
9.
Am J Physiol Regul Integr Comp Physiol ; 314(3): R399-R406, 2018 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-29167164

RESUMO

Nuclear factor erythyroid factor 2 (Nrf2) transcribes genes in cultured endothelial cells that reduce reactive oxygen species (ROS) and generate nitric oxide (NO) or metabolize asymmetric dimethylarginine (ADMA), which inhibits NO synthase (NOS). Therefore, we undertook a functional study to test the hypothesis that activation of Nrf2 by tert-butylhydroquinone (tBHQ) preserves microvascular endothelial function during oxidative stress. Wild-type CB57BL/6 (wt), Nrf2 wt (+/+), or knockout (-/-) mice received vehicle (Veh) or tBHQ (0.1%; activator of Nrf2) during 14-day infusions of ANG II (to induce oxidative stress) or sham. MAP was recorded by telemetry. Mesenteric resistance arterioles were studied on isometric myographs and vascular NO and ROS by fluorescence microscopy. ANG II increased the mean arterial pressure (112 ± 5 vs. 145 ± 5 mmHg; P < 0.01) and excretion of 8-isoprostane F2α (2.8 ± 0.3 vs. 3.8 ± 0.3 ng/mg creatinine; P < 0.05) at 12-14 days. However, 12 days of ANG II reduced endothelium-derived relaxation (27 ± 5 vs. 17 ± 3%; P < 0.01) and NO (0.38 ± 0.07 vs. 0.18 ± 0.03 units; P < 0.01) but increased microvascular remodeling, endothelium-derived contractions (7.5 ± 0.5 vs. 13.0 ± 1.7%; P < 0.01), superoxide (0.09 ± 0.03 vs. 0.29 ± 0.08 units; P < 0.05), and contractions to U-46,619 (87 ± 6 vs. 118 ± 3%; P < 0.05), and endothelin-1(89 ± 4 vs. 123 ± 12%; P < 0.05). tBHQ prevented all of these effects of ANG II at 12-14 days in Nrf2+/+ mice but not in Nrf2-/- mice. In conclusion, tBHQ activates Nrf2 to prevent microvascular endothelial dysfunction, remodeling, and contractility, and moderate ADMA and hypertension at 12-14 days of ANG II infusion, thereby preserving endothelial function and preventing hypertension.


Assuntos
Angiotensina II , Anti-Hipertensivos/farmacologia , Arginina/análogos & derivados , Pressão Arterial/efeitos dos fármacos , Hidroquinonas/farmacologia , Hipertensão/prevenção & controle , Microvasos/efeitos dos fármacos , Fator 2 Relacionado a NF-E2/agonistas , Estresse Oxidativo/efeitos dos fármacos , Animais , Arginina/sangue , Biomarcadores/sangue , Modelos Animais de Doenças , Fatores Relaxantes Dependentes do Endotélio/metabolismo , Hipertensão/induzido quimicamente , Hipertensão/metabolismo , Hipertensão/fisiopatologia , Masculino , Camundongos Endogâmicos C57BL , Camundongos Knockout , Microvasos/metabolismo , Microvasos/fisiopatologia , Fator 2 Relacionado a NF-E2/deficiência , Fator 2 Relacionado a NF-E2/genética , Óxido Nítrico/metabolismo , Transdução de Sinais/efeitos dos fármacos , Tromboxano B2/metabolismo , Fatores de Tempo , Regulação para Cima , Remodelação Vascular/efeitos dos fármacos , Vasoconstrição/efeitos dos fármacos
10.
Hypertension ; 71(1): 160-167, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29158353

RESUMO

Fibroblast growth factors (FGFs) participate in organ development and tissue maintenance, as well as the control of vascular function. The paracrine-acting FGFs are stored in the extracellular matrix, and their release is controlled by a secreted FGF-binding protein (FGF-BP, FGFBP1, and BP1) that modulates FGF receptor signaling. A genetic polymorphism in the human FGFBP1 gene was associated with higher gene expression and an increased risk of familial hypertension. Here, we report on the effects of inducible BP1 expression in a transgenic mouse model. Induction of BP1 expression in adult animals leads to a sustained rise in mean arterial pressure by >30 mm Hg. The hypertensive effect of BP1 expression is prevented by candesartan, an angiotensin II (AngII) receptor antagonist, or by tempol, an inhibitor of reactive oxygen species. In vivo, BP1 expression sensitizes peripheral resistance vessels to AngII constriction by 20-fold but does not alter adrenergic vasoconstriction. FGF receptor kinase inhibition reverses the sensitization to AngII. Also, constriction of isolated renal afferent arterioles by AngII is enhanced after BP1 expression and blocked by FGF receptor kinase inhibition. Furthermore, AngII-mediated constriction of renal afferent arterioles is abolished in FGF2-/- mice but can be restored by add-back of FGF2 plus BP1 proteins. In contrast to AngII, adrenergic constriction is not affected in the FGF2-/- model. Proteomics and gene expression analysis of kidney tissues after BP1 induction show that MAPK (mitogen-activated protein kinase) signaling via MKK4 (MAPK kinase 4), p38, and JNK (c-Jun N-terminal kinase) integrates the crosstalk of the FGF receptor and AngII pathways and thus impact vascular tone and blood pressure.


Assuntos
Pressão Sanguínea , Proteínas de Transporte/metabolismo , Fatores de Crescimento de Fibroblastos/metabolismo , Hipertensão , Vasoconstrição , Bloqueadores do Receptor Tipo 1 de Angiotensina II/farmacologia , Animais , Benzimidazóis/farmacologia , Compostos de Bifenilo , Pressão Sanguínea/efeitos dos fármacos , Pressão Sanguínea/fisiologia , Proteínas de Transporte/genética , Óxidos N-Cíclicos/farmacologia , Modelos Animais de Doenças , Humanos , Hipertensão/tratamento farmacológico , Hipertensão/genética , Hipertensão/metabolismo , Peptídeos e Proteínas de Sinalização Intercelular/genética , Peptídeos e Proteínas de Sinalização Intracelular , Camundongos , Camundongos Transgênicos , Proteínas Quinases Ativadas por Mitógeno/metabolismo , Inibidores da Síntese de Proteínas/farmacologia , Transdução de Sinais/efeitos dos fármacos , Marcadores de Spin , Tetrazóis/farmacologia , Vasoconstrição/efeitos dos fármacos , Vasoconstrição/fisiologia
11.
Kidney Int ; 92(3): 625-633, 2017 09.
Artigo em Inglês | MEDLINE | ID: mdl-28396118

RESUMO

Myogenic contractions protect kidneys from barotrauma but are impaired in chronic kidney disease (CKD). Since myogenic contractions are enhanced by superoxide but impaired by hydrogen peroxide, we tested the hypothesis that they are counterregulated by superoxide and H2O2 from NOX2/p47phox and/or NOX4/POLDIP2 in CKD. Myogenic contraction in isolated perfused afferent arterioles from mice with surgical 5/6 nephrectomy or sham operations fed a 6% sodium chloride diet was measured directly while superoxide and H2O2 were measured by fluorescence microscopy. Compared to sham-operated animals, an increase in perfusion pressure of arterioles from CKD mice doubled superoxide (21 versus 11%), increased H2O2 seven-fold (29 versus 4%), and reduced myogenic contractions profoundly (-1 versus -14%). Myogenic contractions were impaired further by PEG-superoxide dismutase or in arterioles from p47phox-/- (versus wild type) mice but became supra-normal by PEG-catalase or in mice with transgenic expression of catalase in vascular smooth muscle cells (-11 versus -1%). Single arterioles from mice with CKD expressed over 40% more mRNA and protein for NOX4 and POLDIP2. Myogenic responses in arterioles from POLDIP2 +/- (versus wild type) mice with CKD had over an 85% reduction in H2O2, but preserved superoxide and a normal myogenic response. Tempol administration to CKD mice for 3 months decreased afferent arteriolar superoxide and H2O2 and maintained myogenic contractions. Thus, afferent arteriolar superoxide generated by NOX2/p47phox opposes H2O2 generated by NOX4/POLDIP2 whose upregulation in afferent arterioles from mice with CKD accounts for impaired myogenic contractions.


Assuntos
Arteríolas/fisiopatologia , Peróxido de Hidrogênio/metabolismo , Músculo Liso Vascular/patologia , Insuficiência Renal Crônica/patologia , Superóxidos/metabolismo , Vasoconstrição/efeitos dos fármacos , Animais , Arteríolas/enzimologia , Catalase/genética , Catalase/metabolismo , Óxidos N-Cíclicos/farmacologia , Modelos Animais de Doenças , Humanos , Rim/irrigação sanguínea , Rim/patologia , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Microscopia de Fluorescência , Proteínas Mitocondriais/metabolismo , Músculo Liso Vascular/enzimologia , NADPH Oxidase 2/metabolismo , NADPH Oxidase 4/metabolismo , NADPH Oxidases/metabolismo , Proteínas Nucleares/metabolismo , Perfusão , Polietilenoglicóis/metabolismo , Marcadores de Spin , Superóxido Dismutase/metabolismo
12.
Am J Physiol Renal Physiol ; 312(6): F1120-F1127, 2017 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-28228405

RESUMO

The Na+-K+-2Cl- cotransporter (NKCC2) on the loop of Henle is the site of action of furosemide. Because outer medullary potassium channel (ROMK) inhibitors prevent reabsorption by NKCC2, we tested the hypothesis that ROMK inhibition with a novel selective ROMK inhibitor (compound C) blocks tubuloglomerular feedback (TGF) and reduces vascular resistance. Loop perfusion of either ROMK inhibitor or furosemide caused dose-dependent blunting of TGF, but the response to furosemide was 10-fold more sensitive (IC50 = 10-6 M for furosemide and IC50 = 10-5 M for compound C). During systemic infusion, both diuretics inhibited TGF, but ROMK inhibitor was 10-fold more sensitive (compound C: 63% inhibition; furosemide: 32% inhibition). Despite blockade of TGF, 1 h of constant systemic infusion of both diuretics reduced the glomerular filtration rate (GFR) and renal blood flow (RBF) by 40-60% and increased renal vascular resistance (RVR) by 100-200%. Neither diuretic altered blood pressure or hematocrit. Proximal tubule hydrostatic pressures (PPT) increased transiently with both diuretics (compound C: 56% increase; furosemide: 70% increase) but returned to baseline. ROMK inhibitor caused more natriuresis (3,400 vs. 1,600% increase) and calciuresis (1,200 vs. 800% increase) but less kaliuresis (33 vs. 167% increase) than furosemide. In conclusion, blockade of ROMK or Na+-K+-2Cl- transport inhibits TGF yet increases renal vascular resistance. The renal vasoconstriction was independent of volume depletion, blood pressure, TGF, or PPT.


Assuntos
Diuréticos/farmacologia , Glomérulos Renais/irrigação sanguínea , Glomérulos Renais/efeitos dos fármacos , Túbulos Renais/irrigação sanguínea , Túbulos Renais/efeitos dos fármacos , Bloqueadores dos Canais de Potássio/farmacologia , Canais de Potássio Corretores do Fluxo de Internalização/antagonistas & inibidores , Vasoconstrição/efeitos dos fármacos , Vasoconstritores/farmacologia , Anestesia Geral , Animais , Cálcio/urina , Relação Dose-Resposta a Droga , Retroalimentação , Furosemida/farmacologia , Taxa de Filtração Glomerular/efeitos dos fármacos , Pressão Hidrostática , Glomérulos Renais/metabolismo , Túbulos Renais/metabolismo , Masculino , Modelos Animais , Natriurese/efeitos dos fármacos , Potássio/urina , Canais de Potássio Corretores do Fluxo de Internalização/metabolismo , Ratos Sprague-Dawley , Circulação Renal/efeitos dos fármacos , Transdução de Sinais/efeitos dos fármacos , Inibidores de Simportadores de Cloreto de Sódio e Potássio/farmacologia , Membro 1 da Família 12 de Carreador de Soluto/antagonistas & inibidores , Membro 1 da Família 12 de Carreador de Soluto/metabolismo , Resistência Vascular/efeitos dos fármacos
13.
J Clin Invest ; 126(7): 2509-18, 2016 07 01.
Artigo em Inglês | MEDLINE | ID: mdl-27214555

RESUMO

Efficient oxygen utilization in the kidney may be supported by paracellular epithelial transport, a form of passive diffusion that is driven by preexisting transepithelial electrochemical gradients. Claudins are tight-junction transmembrane proteins that act as paracellular ion channels in epithelial cells. In the proximal tubule (PT) of the kidney, claudin-2 mediates paracellular sodium reabsorption. Here, we used murine models to investigate the role of claudin-2 in maintaining energy efficiency in the kidney. We found that claudin-2-null mice conserve sodium to the same extent as WT mice, even during profound dietary sodium depletion, as a result of the upregulation of transcellular Na-K-2Cl transport activity in the thick ascending limb of Henle. We hypothesized that shifting sodium transport to transcellular pathways would lead to increased whole-kidney oxygen consumption. Indeed, compared with control animals, oxygen consumption in the kidneys of claudin-2-null mice was markedly increased, resulting in medullary hypoxia. Furthermore, tubular injury in kidneys subjected to bilateral renal ischemia-reperfusion injury was more severe in the absence of claudin-2. Our results indicate that paracellular transport in the PT is required for efficient utilization of oxygen in the service of sodium transport. We speculate that paracellular permeability may have evolved as a general strategy in epithelial tissues to maximize energy efficiency.


Assuntos
Claudina-2/metabolismo , Regulação da Expressão Gênica , Rim/metabolismo , Oxigênio/metabolismo , Sódio/metabolismo , Animais , Dieta , Células Epiteliais/metabolismo , Feminino , Transporte de Íons , Túbulos Renais Proximais/metabolismo , Alça do Néfron/metabolismo , Magnésio/metabolismo , Masculino , Malondialdeído/urina , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Consumo de Oxigênio , Permeabilidade , Traumatismo por Reperfusão/metabolismo , Junções Íntimas/metabolismo
14.
Am J Physiol Renal Physiol ; 310(11): F1197-205, 2016 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-27053691

RESUMO

Myogenic contraction is the principal component of renal autoregulation that protects the kidney from hypertensive barotrauma. Contractions are initiated by a rise in perfusion pressure that signals a reduction in membrane potential (Em) of vascular smooth muscle cells to activate voltage-operated Ca(2+) channels. Since ROS have variable effects on myogenic tone, we investigated the hypothesis that superoxide (O2 (·-)) and H2O2 differentially impact myogenic contractions. The myogenic contractions of mouse isolated and perfused single afferent arterioles were assessed from changes in luminal diameter with increasing perfusion pressure (40-80 mmHg). O2 (·-), H2O2, and Em were assessed by fluorescence microscopy during incubation with paraquat to increase O2 (·-) or with H2O2 Paraquat enhanced O2 (·-) generation and myogenic contractions (-42 ± 4% vs. -19 ± 4%, P < 0.005) that were blocked by SOD but not by catalase and signaled via PKC. In contrast, H2O2 inhibited the effects of paraquat and reduced myogenic contractions (-10 ± 1% vs. -19 ± 2%, P < 0.005) and signaled via PKG. O2 (·-) activated Ca(2+)-activated Cl(-) channels that reduced Em, whereas H2O2 activated Ca(2+)-activated and voltage-gated K(+) channels that increased Em Blockade of voltage-operated Ca(2+) channels prevented the enhanced myogenic contractions with paraquat without preventing the reduction in Em Myogenic contractions were independent of the endothelium and largely independent of nitric oxide. We conclude that O2 (·-) and H2O2 activate different signaling pathways in vascular smooth muscle cells linked to discreet membrane channels with opposite effects on Em and voltage-operated Ca(2+) channels and therefore have opposite effects on myogenic contractions.


Assuntos
Arteríolas/efeitos dos fármacos , Peróxido de Hidrogênio/farmacologia , Potenciais da Membrana/efeitos dos fármacos , Músculo Liso Vascular/efeitos dos fármacos , Superóxidos/farmacologia , Vasoconstrição/efeitos dos fármacos , Animais , Masculino , Camundongos , Paraquat/farmacologia , Espécies Reativas de Oxigênio/metabolismo
15.
J Chem Inf Model ; 56(3): 501-9, 2016 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-26906936

RESUMO

A quantitative structure-activity relationship (QSAR) is a model relating a specific biological response to the chemical structures of compounds. There are many descriptor sets available to characterize chemical structure, raising the question of how to choose among them or how to use all of them for training a QSAR model. Making efficient use of all sets of descriptors is particularly problematic when active compounds are rare among the assay response data. We consider various strategies to make use of the richness of multiple descriptor sets when assay data are poor in active compounds. Comparisons are made using data from four bioassays, each with five sets of molecular descriptors. The recommended method takes all available descriptors from all sets and uses an algorithm to partition them into groups called phalanxes. Distinct statistical models are trained, each based on only the descriptors in one phalanx, and the models are then averaged in an ensemble of models. By giving the descriptors a chance to contribute in different models, the recommended method uses more of the descriptors in model averaging. This results in better ranking of active compounds to identify a shortlist of drug candidates for development.


Assuntos
Relação Quantitativa Estrutura-Atividade , Bioensaio , Linhagem Celular Tumoral , Humanos , Modelos Moleculares
16.
Hypertension ; 66(3): 550-6, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26101341

RESUMO

Because superoxide dismutase (SOD) knockout enhances arteriolar remodeling and contractility, we hypothesized that remodeling enhances contractility. In the isolated and perfused renal afferent arterioles from SOD wild type (+/+) and gene-deleted mice, contractility was assessed from reductions in luminal diameter with perfusion pressure from 40 to 80 mm Hg (myogenic responses) or angiotensin II (10(-6) mol/L), remodeling from media:lumen area ratio, superoxide (O2 (·-)) and hydrogen peroxide (H2O2) from fluorescence microscopy, and wall stress from wall tension/wall thickness. Compared with +/+ strains, arterioles from SOD1-/-, SOD2+/-, and SOD3-/- mice developed significantly (P<0.05) more O2 (·-) with perfusion pressure and angiotensin II and significantly increased myogenic responses (SOD1-/-: -20.7±2.2% versus -12.7±1.6%; SOD2+/-: -7.4±1.3% versus -12.6±1.4%; and SOD3-/-: -9.1±1.9% versus -15.8±2.2%) and angiotensin II contractions and ≈2-fold increased media:lumen ratios. Media:lumen ratios correlated with myogenic responses (r(2) =0.23; P<0.01), angiotensin II contractions (r(2)=0.57; P<0.0001), and active wall tension (r(2) =0.19; P<0.01), but not with active wall stress (r(2)=0.08; NS). Differences in myogenic responses among SOD3 mice were abolished by bath addition of SOD and were increased 3 days after inducing SOD3 knockout (-26.9±1.7% versus -20.1±0.7%; P<0.05), despite unchanged media:lumen ratios (2.01±0.09 versus 2.02±0.03; NS). We conclude that cytosolic, mitochondrial, or extracellular O2 (·-) enhance afferent arteriolar contractility and remodeling. Although remodeling does not enhance contractility, it does prevent the potentially damaging effects of increased wall stress.


Assuntos
Arteríolas/metabolismo , Estresse Oxidativo/fisiologia , Remodelação Vascular/fisiologia , Vasoconstrição/fisiologia , Angiotensina II/farmacologia , Animais , Arteríolas/efeitos dos fármacos , Pressão Sanguínea/efeitos dos fármacos , Pressão Sanguínea/fisiologia , Rim/efeitos dos fármacos , Rim/metabolismo , Camundongos , Camundongos Knockout , Estresse Oxidativo/efeitos dos fármacos , Estresse Mecânico , Superóxido Dismutase/genética , Superóxido Dismutase/metabolismo , Superóxidos/metabolismo , Remodelação Vascular/efeitos dos fármacos , Vasoconstrição/efeitos dos fármacos
17.
Hypertension ; 65(5): 1055-63, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25733239

RESUMO

Cardiovascular disease is frequent in chronic kidney disease and has been related to angiotensin II, endothelin-1 (ET-1), thromboxane A2, and reactive oxygen species (ROS). Because activation of thromboxane prostanoid receptors (TP-Rs) can generate ROS, which can generate ET-1, we tested the hypothesis that chronic kidney disease induces cyclooxygenase-2 whose products activate TP-Rs to enhance ET-1 and ROS generation and contractions. Mesenteric resistance arterioles were isolated from C57/BL6 or TP-R+/+ and TP-R-/- mice 3 months after SHAM-operation (SHAM) or surgical reduced renal mass (RRM, n=6/group). Microvascular contractions were studied on a wire myograph. Cellular (ethidium: dihydroethidium) and mitochondrial (mitoSOX) ROS were measured by fluorescence microscopy. Mice with RRM had increased excretion of markers of oxidative stress, thromboxane, and microalbumin; increased plasma ET-1; and increased microvascular expression of p22(phox), cyclooxygenase-2, TP-Rs, preproendothelin and endothelin-A receptors, and increased arteriolar remodeling. They had increased contractions to U-46,619 (118 ± 3 versus 87 ± 6, P<0.05) and ET-1 (108 ± 5 versus 89 ± 4, P<0.05), which were dependent on cellular and mitochondrial ROS, cyclooxygenase-2, and TP-Rs. RRM doubled the ET-1-induced cellular and mitochondrial ROS generation (P<0.05). TP-R-/- mice with RRM lacked these abnormal structural and functional microvascular responses and lacked the increased systemic and the increased microvascular oxidative stress and circulating ET-1. In conclusion, RRM leads to microvascular remodeling and enhanced ET-1-induced cellular and mitochondrial ROS and contractions that are mediated by cyclooxygenase-2 products activating TP-Rs. Thus, TP-Rs can be upstream from enhanced ROS, ET-1, microvascular remodeling, and contractility and may thereby coordinate vascular dysfunction in chronic kidney disease.


Assuntos
Arteríolas/fisiopatologia , Endotelina-1/biossíntese , Rim/irrigação sanguínea , Estresse Oxidativo , Receptores de Tromboxanos/biossíntese , Insuficiência Renal Crônica/fisiopatologia , Vasoconstrição , Animais , Arteríolas/metabolismo , Modelos Animais de Doenças , Endotelina-1/genética , Regulação da Expressão Gênica , Masculino , Camundongos , Camundongos Endogâmicos C57BL , RNA/genética , Espécies Reativas de Oxigênio/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Receptores de Tromboxanos/genética , Circulação Renal , Insuficiência Renal Crônica/genética , Insuficiência Renal Crônica/metabolismo , Remodelação Vascular
18.
Hypertension ; 65(4): 896-902, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25691623

RESUMO

Dimethylarginine dimethylaminohydrolase (DDAH) degrades asymmetric dimethylarginine, which inhibits nitric oxide (NO) synthase (NOS). Nuclear factor erythroid 2-related factor 2 (Nrf2) is a transcriptional factor that binds to antioxidant response elements and transcribes many antioxidant genes. Because the promoters of the human DDAH-1 and DDAH-2, endothelial NOS (eNOS) and PPAR-γ genes contain 2 to 3 putative antioxidant response elements, we hypothesized that they were regulated by Nrf2/antioxidant response element. Incubation of human renal glomerular endothelial cells with the Nrf2 activator tert-butylhydroquinone (20 µmol·L(-1)) significantly (P<0.05) increased NO and activities of NOS and DDAH and decreased asymmetric dimethylarginine. It upregulated genes for hemoxygenase-1, eNOS, DDAH-1, DDAH-2, and PPAR-γ and partitioned Nrf2 into the nucleus. Knockdown of Nrf2 abolished these effects. Nrf2 bound to one antioxidant response element on DDAH-1 and DDAH-2 and PPAR-γ promoters but not to the eNOS promoter. An increased eNOS and phosphorylated eNOS (P-eNOSser-1177) expression with tert-butylhydroquinone was prevented by knockdown of PPAR-γ. Expression of Nrf2 was reduced by knockdown of PPAR-γ, whereas PPAR-γ was reduced by knockdown of Nrf2, thereby demonstrating 2-way positive interactions. Thus, Nrf2 transcribes HO-1 and other genes to reduce reactive oxygen species, and DDAH-1 and DDAH-2 to reduce asymmetric dimethylarginine and PPAR-γ to increase eNOS and its phosphorylation and activity thereby coordinating 3 pathways that enhance endothelial NO generation.


Assuntos
Arginina/análogos & derivados , Endotélio Vascular/metabolismo , Regulação da Expressão Gênica , Fator 2 Relacionado a NF-E2/genética , Óxido Nítrico Sintase Tipo III/genética , PPAR gama/genética , RNA/genética , Arginina/farmacologia , Western Blotting , Proliferação de Células , Células Cultivadas , Endotélio Vascular/citologia , Endotélio Vascular/efeitos dos fármacos , Inibidores Enzimáticos/farmacologia , Humanos , Glomérulos Renais/irrigação sanguínea , Glomérulos Renais/citologia , Glomérulos Renais/metabolismo , Fator 2 Relacionado a NF-E2/biossíntese , Óxido Nítrico Sintase/antagonistas & inibidores , Óxido Nítrico Sintase Tipo III/biossíntese , PPAR gama/biossíntese , Reação em Cadeia da Polimerase em Tempo Real
19.
Adv Exp Med Biol ; 812: 157-163, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24729228

RESUMO

Oxidative stress is closely associated with renal dysfunction following diabetes and hypertension. Angiotensin II (Ang II) can activate the NADPH-oxidase, increasing oxidative stress that is thought to blunt proximal tubular electrolyte transport and thereby oxygen consumption (QO2). We investigated the effect of Ang II on QO2 in immortalized mouse proximal tubular cells over-expressing the NADPH oxidase subunit p22(phox); a model of increased oxidative stress. Cultured cells were exposed to either Ang II or H2O2 for 48 h. QO2 was determined during baseline (113 mmol/l NaCl; transport-dependent QO2) and during sodium-free conditions (transport-independent QO2). Ang II reduced transport-dependent QO2 in wild-types, but not in p22(phox) which also displayed increased QO2 at baseline. Transport-independent QO2 was increased in p22(phox) and Ang II had no additional effect, whereas it increased QO2 in wild-type. Addition of H2O2 reduced transport-dependent QO2 in wild-types, but not in p22(phox). Transport-independent QO2 was unaffected by H2O2. The similar effects of Ang II and H2O2 to reduce transport-dependent QO2 suggest a direct regulatory role of oxidative stress. In accordance, the transport-dependent QO2 was reduced in p22(phox) already during baseline. The effects of Ang II on transport-independent QO2 was not replicated by H2O2, indicating direct regulation via Ang II-receptors independently of oxidative stress. However, the Ang II effect was absent in p22(phox), suggesting that oxidative stress also modulates normal Ang II signaling. In conclusion, Ang II affects both transport-dependent and transport-independent QO2 in proximal tubular cells and may be an important pathway modulating renal QO2.


Assuntos
Angiotensina II/farmacologia , Túbulos Renais Proximais/efeitos dos fármacos , Consumo de Oxigênio/efeitos dos fármacos , Animais , Linhagem Celular Transformada , Túbulos Renais Proximais/metabolismo , Camundongos , Estresse Oxidativo
20.
Hypertension ; 63(5): 1063-9, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24591333

RESUMO

Ovarian hormone loss increases reactive oxidative species, endothelial dysfunction, and cardiovascular disease. Because perivascular adipose tissue (PVAT) regulates endothelial function, we hypothesized that reactive oxidative species in PVAT mediate adverse microvascular effects of ovarian hormone deficiency. Rats were ovariectomized or sham operated and given vehicle or tempol for 6 weeks. Mesenteric resistance arterioles from ovariectomized compared with sham-operated rats had dysfunctional responses to acetylcholine (ACh) including decreased ACh-induced endothelium-dependent relaxation (50±6% versus 72±2%) and endothelium-dependent relaxation factor (17±4% versus 37±2%) and increased endothelium-dependent contracting factor (27±5% versus 9±3%). OVX rat mesenteric arterioles had increased contractions to the thromboxane/prostanoid receptor agonist U-46 619 (58±3% versus 40±5%) and increased reactive oxidative species (tempo-9-AC fluorescence) with U-46 619 (0.65±0.17 versus 0.14±0.06 Δ unit) or ACh (0.49±0.09 versus 0.09±0.05 Δ unit) and increased p22(phox) protein expression (0.89±0.05 versus 0.18±0.04 Δ unit), whereas nitric oxide activity (DAF-FM [4-amino-5-methylamino-2',7'-difluorofluorescein diacetate] fluorescence) with ACh was reduced (0.39±0.1 versus 0.70±0.10 Δ unit). No differences were found in endothelium-dependent hyperpolarizing factor or contractile responses to phenylephrine. PVAT enhanced ACh-induced relaxation, endothelium-dependent relaxation factor, and nitric oxide only in sham-operated rats. Tempol prevented ovariectomy-induced endothelial dysfunction and restored the enhancing effects of PVAT on ACh-induced relaxation, endothelium-dependent relaxation factor, and nitric oxide in ovariectomized rat vessels, but both tempol and PVAT were required to normalize the enhanced U-46 619 contractions after ovariectomy. In conclusion, ovariectomy redirects endothelial responses from relaxation to contraction by reducing vascular nitric oxide, augmenting thromboxane/prostanoid receptor signaling, and attenuating the vasodilatory effects of PVAT, all of which were dependent on reactive oxidative species.


Assuntos
Tecido Adiposo/fisiologia , Endotélio Vascular/fisiopatologia , Microvasos/fisiopatologia , Ovariectomia , Estresse Oxidativo/fisiologia , Vasoconstrição/fisiologia , Ácido 15-Hidroxi-11 alfa,9 alfa-(epoximetano)prosta-5,13-dienoico/farmacologia , Acetilcolina/farmacologia , Tecido Adiposo/efeitos dos fármacos , Animais , Óxidos N-Cíclicos/farmacologia , Endotélio Vascular/efeitos dos fármacos , Feminino , Microvasos/efeitos dos fármacos , Modelos Animais , Óxido Nítrico/metabolismo , Estresse Oxidativo/efeitos dos fármacos , Fenilefrina/farmacologia , Ratos , Ratos Sprague-Dawley , Espécies Reativas de Oxigênio/metabolismo , Marcadores de Spin , Resistência Vascular/efeitos dos fármacos , Resistência Vascular/fisiologia , Vasoconstrição/efeitos dos fármacos
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