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1.
bioRxiv ; 2024 Feb 15.
Artículo en Inglés | MEDLINE | ID: mdl-38293094

RESUMEN

Understanding the impact of genomic variants on transcription factor binding and gene regulation remains a key area of research, with implications for unraveling the complex mechanisms underlying various functional effects. Our study delves into the role of DNA's biophysical properties, including thermodynamic stability, shape, and flexibility in transcription factor (TF) binding. We developed a multi-modal deep learning model integrating these properties with DNA sequence data. Trained on ChIP-Seq (chromatin immunoprecipitation sequencing) data in vivo involving 690 TF-DNA binding events in human genome, our model significantly improves prediction performance in over 660 binding events, with up to 9.6% increase in AUROC metric compared to the baseline model when using no DNA biophysical properties explicitly. Further, we expanded our analysis to in vitro high-throughput Systematic Evolution of Ligands by Exponential enrichment (SELEX) and Protein Binding Microarray (PBM) datasets, comparing our model with established frameworks. The inclusion of DNA breathing features consistently improved TF binding predictions across different cell lines in these datasets. Notably, for complex ChIP-Seq datasets, integrating DNABERT2 with a cross-attention mechanism provided greater predictive capabilities and insights into the mechanisms of disease-related non-coding variants found in genome-wide association studies. This work highlights the importance of DNA biophysical characteristics in TF binding and the effectiveness of multi-modal deep learning models in gene regulation studies.

2.
Bioinformatics ; 39(11)2023 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-37991847

RESUMEN

MOTIVATION: The two strands of the DNA double helix locally and spontaneously separate and recombine in living cells due to the inherent thermal DNA motion. This dynamics results in transient openings in the double helix and is referred to as "DNA breathing" or "DNA bubbles." The propensity to form local transient openings is important in a wide range of biological processes, such as transcription, replication, and transcription factors binding. However, the modeling and computer simulation of these phenomena, have remained a challenge due to the complex interplay of numerous factors, such as, temperature, salt content, DNA sequence, hydrogen bonding, base stacking, and others. RESULTS: We present pyDNA-EPBD, a parallel software implementation of the Extended Peyrard-Bishop-Dauxois (EPBD) nonlinear DNA model that allows us to describe some features of DNA dynamics in detail. The pyDNA-EPBD generates genomic scale profiles of average base-pair openings, base flipping probability, DNA bubble probability, and calculations of the characteristically dynamic length indicating the number of base pairs statistically significantly affected by a single point mutation using the Markov Chain Monte Carlo algorithm. AVAILABILITY AND IMPLEMENTATION: pyDNA-EPBD is supported across most operating systems and is freely available at https://github.com/lanl/pyDNA_EPBD. Extensive documentation can be found at https://lanl.github.io/pyDNA_EPBD/.


Asunto(s)
ADN , Modelos Químicos , Simulación por Computador , ADN/química , Programas Informáticos , Emparejamiento Base , Conformación de Ácido Nucleico
3.
bioRxiv ; 2023 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-37745370

RESUMEN

Motivation: The two strands of the DNA double helix locally and spontaneously separate and recombine in living cells due to the inherent thermal DNA motion.This dynamics results in transient openings in the double helix and is referred to as "DNA breathing" or "DNA bubbles." The propensity to form local transient openings is important in a wide range of biological processes, such as transcription, replication, and transcription factors binding. However, the modeling and computer simulation of these phenomena, have remained a challenge due to the complex interplay of numerous factors, such as, temperature, salt content, DNA sequence, hydrogen bonding, base stacking, and others. Results: We present pyDNA-EPBD, a parallel software implementation of the Extended Peyrard-Bishop- Dauxois (EPBD) nonlinear DNA model that allows us to describe some features of DNA dynamics in detail. The pyDNA-EPBD generates genomic scale profiles of average base-pair openings, base flipping probability, DNA bubble probability, and calculations of the characteristically dynamic length indicating the number of base pairs statistically significantly affected by a single point mutation using the Markov Chain Monte Carlo (MCMC) algorithm.

4.
J Thorac Cardiovasc Surg ; 166(6): e535-e550, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37604273

RESUMEN

OBJECTIVES: Sodium-glucose cotransporter-2 inhibitor, canagliflozin, improves myocardial perfusion to ischemic territory without accompanying changes in vascular density. We aimed to (1) characterize effects on angiogenic pathways, (2) use multiomics to identify gene expression and metabolite profiles relevant to regulation of myocardial blood flow, and (3) investigate drug effect on coronary microvascular reactivity. METHODS: A nondiabetic swine model of chronic myocardial ischemia and nondiabetic rat model were used to study functional and molecular effects of canagliflozin on myocardium and in vitro microvascular reactivity. RESULTS: Canagliflozin resulted in increased coronary microvascular vasodilation and decreased vasoconstriction (P < .05) without changes in microvascular density (P > .3). Expression of the angiogenic modulator, endostatin, increased (P = .008), along with its precursor, collagen 18 (P < .001), and factors that increase its production, including cathepsin L (P = .004). Endostatin and collagen 18 levels trended toward an inverse correlation with blood flow to ischemic territory at rest. Proangiogenic fibroblast growth factor receptor was increased (P = .03) and matrix metalloproteinase-9 was decreased (P < .001) with canagliflozin treatment. Proangiogenic vascular endothelial growth factor A (P = .13), Tie-2 (P = .10), and Ras (P = .18) were not significantly altered. Gene expression related to the cardiac renin-angiotensin system was significantly decreased. CONCLUSIONS: In chronic myocardial ischemia, canagliflozin increased absolute blood flow to the myocardium without robustly increasing vascular density or proangiogenic signaling. Canagliflozin resulted in altered coronary microvascular reactivity to favor vasodilation, likely through direct effect on vascular smooth muscle. Downregulation of cardiac renin-angiotensin system demonstrated local regulation of perfusion. VIDEO ABSTRACT.


Asunto(s)
Isquemia Miocárdica , Inhibidores del Cotransportador de Sodio-Glucosa 2 , Porcinos , Animales , Ratas , Vasodilatación , Canagliflozina/farmacología , Canagliflozina/metabolismo , Canagliflozina/uso terapéutico , Factor A de Crecimiento Endotelial Vascular/farmacología , Inhibidores del Cotransportador de Sodio-Glucosa 2/uso terapéutico , Endostatinas/metabolismo , Endostatinas/farmacología , Endostatinas/uso terapéutico , Miocardio/metabolismo
5.
Physiol Rep ; 11(15): e15742, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37537137

RESUMEN

Obesity continues to rise in the juveniles and obese children are more likely to develop metabolic syndrome (MetS) and related cardiovascular disease. Unfortunately, effective prevention and long-term treatment options remain limited. We determined the juvenile cardiac response to MetS in a swine model. Juvenile male swine were fed either an obesogenic diet, to induce MetS, or a lean diet, as a control (LD). Myocardial ischemia was induced with surgically placed ameroid constrictor on the left circumflex artery. Physiological data were recorded and at 22 weeks of age the animals underwent a terminal harvest procedure and myocardial tissue was extracted for total metabolic and proteomic LC/MS-MS, RNA-seq analysis, and data underwent nonnegative matrix factorization for metabolic signatures. Significantly altered in MetS versus. LD were the glycolysis-related metabolites and enzymes. In MetS compared with LD Glycogen synthase 1 (GYS1)-glycogen phosphorylases (PYGM/PYGL) expression disbalance resulted in a loss of myocardial glycogen. Our findings are consistent with the concept that transcriptionally driven myocardial changes in glycogen and glucose metabolism-related enzymes lead to a deficiency of their metabolite products in MetS. This abnormal energy metabolism provides insight into the pathogenesis of the juvenile heart in MetS. This study reveals that MetS and ischemia diminishes ATP availability in the myocardium via altering the glucose-G6P-pyruvate axis at the level of metabolites and gene expression of related enzymes. The observed severe glycogen depletion in MetS coincides with disbalance in expression of GYS1 and both PYGM and PYGL. This altered energy substrate metabolism is a potential target of pharmacological agents for improving juvenile myocardial function in MetS and ischemia.


Asunto(s)
Síndrome Metabólico , Obesidad Infantil , Porcinos , Masculino , Animales , Síndrome Metabólico/metabolismo , Proteómica/métodos , Miocardio/metabolismo , Glucólisis , Isquemia/metabolismo , Modelos Animales de Enfermedad
6.
Artículo en Inglés | MEDLINE | ID: mdl-38188970

RESUMEN

Introduction: Sodium-glucose cotransporter-2 inhibitors (SGLT2i) are cardioprotective, and canagliflozin (CANA), an SGLT2i, has been shown to improve perfusion, AMPK signaling, and oxidative stress in chronically ischemic myocardium. The aim of this study is to determine the effects of CANA in nonischemic myocardium on coronary collateralization, oxidative stress, and other molecular pathways determined by proteomic profiling. Methods: Yorkshire swine underwent placement of an ameroid constrictor to the left circumflex artery. Two weeks later, pigs received no drug (CON, n = 8) or 300 mg CANA daily (n = 8). Treatment continued for five weeks, followed by tissue harvest of nonischemic myocardium. Results: CANA was associated with decreased capillary density (p = 0.05) compared to CON, without changes in arteriolar density. Reduced capillary density did not correlate with reduced perfusion. Oxidative stress was reduced with CANA (22 % decrease). In the CANA group, there was a trend towards increased p-eNOS and eNOS, without a change in p-eNOS/eNOS ratio, p-Akt, Akt, and p-Akt/Akt ratio. There was no change in p-ERK1/2, but a decrease in total ERK1/2 and increase in p-ERK1/2/ERK1/2 ratio. There were no changes in expression of p-AMPK, AMPK, with a trend towards increased ratio of p-AMPK/AMPK. Proteomics analysis identified 2819 common proteins, of which 120 were upregulated and 425 were downregulated with CANA. Pathway analysis demonstrated wide regulation of metabolic proteins. Conclusions: The effects of CANA on myocardial perfusion and AMPK signaling in chronically ischemic myocardium are not found in nonischemic territory, despite attenuation of oxidative stress. Metabolic proteins are widely regulated in nonischemic myocardium with CANA.

8.
Sci Rep ; 11(1): 19752, 2021 10 05.
Artículo en Inglés | MEDLINE | ID: mdl-34611227

RESUMEN

Although metabolic syndrome (MetS) is linked to an elevated risk of cardiovascular disease (CVD), the cardiac-specific risk mechanism is unknown. Obesity, hypertension, and diabetes (all MetS components) are the most common form of CVD and represent risk factors for worse COVID-19 outcomes compared to their non MetS peers. Here, we use obese Yorkshire pigs as a highly relevant animal model of human MetS, where pigs develop the hallmarks of human MetS and reproducibly mimics the myocardial pathophysiology in patients. Myocardium-specific mass spectroscopy-derived metabolomics, proteomics, and transcriptomics enabled the identity and quality of proteins and metabolites to be investigated in the myocardium to greater depth. Myocardium-specific deregulation of pro-inflammatory markers, propensity for arterial thrombosis, and platelet aggregation was revealed by computational analysis of differentially enriched pathways between MetS and control animals. While key components of the complement pathway and the immune response to viruses are under expressed, key N6-methyladenosin RNA methylation enzymes are largely overexpressed in MetS. Blood tests do not capture the entirety of metabolic changes that the myocardium undergoes, making this analysis of greater value than blood component analysis alone. Our findings create data associations to further characterize the MetS myocardium and disease vulnerability, emphasize the need for a multimodal therapeutic approach, and suggests a mechanism for observed worse outcomes in MetS patients with COVID-19 comorbidity.


Asunto(s)
COVID-19/patología , Susceptibilidad a Enfermedades , Síndrome Metabólico/patología , Animales , Factores de Coagulación Sanguínea/genética , Factores de Coagulación Sanguínea/metabolismo , COVID-19/complicaciones , COVID-19/virología , Ciclooxigenasa 2/genética , Ciclooxigenasa 2/metabolismo , Dieta Alta en Grasa/veterinaria , Modelos Animales de Enfermedad , Humanos , Inmunidad Innata/genética , Síndrome Metabólico/complicaciones , Síndrome Metabólico/metabolismo , Metiltransferasas/genética , Metiltransferasas/metabolismo , Miocardio/metabolismo , Estrés Oxidativo/genética , Agregación Plaquetaria , Receptores Purinérgicos P2Y1/genética , Receptores Purinérgicos P2Y1/metabolismo , Sistema Renina-Angiotensina , Factores de Riesgo , SARS-CoV-2/aislamiento & purificación , Porcinos , Activador de Plasminógeno de Tipo Uroquinasa/genética , Activador de Plasminógeno de Tipo Uroquinasa/metabolismo
9.
Int J Cardiol ; 312: 1-9, 2020 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-32199682

RESUMEN

BACKGROUND: Diabetic (DM) inactivation of small conductance calcium-activated potassium (SK) channels contributes to coronary endothelial dysfunction. However, the mechanisms responsible for this down-regulation of endothelial SK channels are poorly understood. Thus, we hypothesized that the altered metabolic signaling in diabetes regulates endothelial SK channels and human coronary microvascular function. METHODS: Human atrial tissue, coronary arterioles and coronary artery endothelial cells (HCAECs) obtained from DM and non-diabetic (ND) patients (n = 12/group) undergoing cardiac surgery were used to analyze metabolic alterations, endothelial SK channel function, coronary microvascular reactivity and SK gene/protein expression/localization. RESULTS: The relaxation response of DM coronary arterioles to the selective SK channel activator SKA-31 and calcium ionophore A23187 was significantly decreased compared to that of ND arterioles (p < 0.05). Diabetes increases the level of NADH and the NADH/NAD+ ratio in human myocardium and HCAECs (p < 0.05). Increase in intracellular NADH (100 µM) in the HCAECs caused a significant decrease in endothelial SK channel currents (p < 0.05), whereas, intracellular application of NAD+ (500 µM) increased the endothelial SK channel currents (p < 0.05). Mitochondrial reactive oxygen species (mROS) of HCAECs and NADPH oxidase (NOX) and PKC protein expression in the human myocardium and coronary microvasculature were increased respectively (p < 0.05). CONCLUSIONS: Diabetes is associated with metabolic changes in the human myocardium, coronary microvasculature and HCAECs. Endothelial SK channel function is regulated by the metabolite pyridine nucleotides, NADH and NAD+, suggesting that metabolic regulation of endothelial SK channels may contribute to coronary endothelial dysfunction in the DM patients with diabetes.


Asunto(s)
Diabetes Mellitus , Células Endoteliales , Arteriolas , Vasos Coronarios/diagnóstico por imagen , Corazón , Humanos
10.
Sci Rep ; 10(1): 3483, 2020 02 26.
Artículo en Inglés | MEDLINE | ID: mdl-32103083

RESUMEN

Although metabolic syndrome (MS) is a significant risk of cardiovascular disease (CVD), the cardiac response (MR) to MS remains unclear due to traditional MS models' narrow scope around a limited number of cell-cycle regulation biomarkers and drawbacks of limited human tissue samples. To date, we developed the most comprehensive platform studying MR to MS in a pig model tightly related to human MS criteria. By incorporating comparative metabolomic, transcriptomic, functional analyses, and unsupervised machine learning (UML), we can discover unknown metabolic pathways connections and links on numerous biomarkers across the MS-associated issues in the heart. For the first time, we show severely diminished availability of glycolytic and citric acid cycle (CAC) pathways metabolites, altered expression, GlcNAcylation, and activity of involved enzymes. A notable exception, however, is the excessive succinate accumulation despite reduced succinate dehydrogenase complex iron-sulfur subunit b (SDHB) expression and decreased content of precursor metabolites. Finally, the expression of metabolites and enzymes from the GABA-glutamate, GABA-putrescine, and the glyoxylate pathways significantly increase, suggesting an alternative cardiac means to replenish succinate and malate in MS. Our platform discovers potential therapeutic targets for MS-associated CVD within pathways that were previously unknown to corelate with the disease.


Asunto(s)
Metabolismo Energético , Síndrome Metabólico/patología , Metaboloma , Metabolómica/métodos , Miocardio/metabolismo , Animales , Biomarcadores/metabolismo , Ciclo del Ácido Cítrico/genética , Dieta Alta en Grasa , Modelos Animales de Enfermedad , Glucólisis/genética , Masculino , Síndrome Metabólico/metabolismo , Factores de Riesgo , Succinato Deshidrogenasa/metabolismo , Ácido Succínico/metabolismo , Porcinos , Aprendizaje Automático no Supervisado
11.
PLoS One ; 14(12): e0225857, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31790488

RESUMEN

Although the high-fat-diet-induced metabolic syndrome (MetS) is a precursor of human cardiac pathology, the myocardial metabolic state in MetS is far from clear. The discrepancies in metabolite handling between human and small animal models and the difficulties inherent in obtaining human tissue complicate the identification of the myocardium-specific metabolic response in patients. Here we use the large animal model of swine that develops the hallmark criteria of human MetS. Our comparative metabolomics together with transcriptomics and computational nonnegative matrix factorization (NMF) interpretation of the data exposes significant decline in metabolites related to the fatty acid oxidation, glycolysis, and pentose phosphate pathway. Behind the reversal lies decreased expression of enzymes that operate in the pathways. We showed that diminished glycogen deposition is a metabolic signature of MetS in the pig myocardium. The depletion of glycogen arises from disbalance in expression of genes that break down and synthesize glycogen. We show robust acetoacetate accumulation and activated expression of key enzymes in ketone body formation, catabolism and transporters, suggesting a shift in fuel utilization in MetS. A contrasting enrichment in O-GlcNAcylated proteins uncovers hexosamine pathway and O-GlcNAcase (OGA) expression involvement in the myocardial response to MetS. Although the hexosamine biosynthetic pathway (HBP) activity and the availability of the UDP-GlcNAc substrate in the MetS myocardium is low, the level of O-GlcNacylated proteins is high as the O-GlcNacase is significantly diminished. Our data support the perception of transcriptionally driven myocardial alterations in expression of standard fatty acids, glucose metabolism, glycogen, and ketone body related enzymes and subsequent paucity of their metabolite products in MetS. This aberrant energy metabolism in the MetS myocardium provide insight into the pathogenesis of CVD in MetS.


Asunto(s)
Redes y Vías Metabólicas , Síndrome Metabólico/metabolismo , Miocardio/metabolismo , Animales , Colesterol en la Dieta/efectos adversos , Dieta , Glicosilación , Masculino , Metaboloma , Metabolómica , N-Acetilglucosaminiltransferasas/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo , Factores de Riesgo , Porcinos , Aprendizaje Automático no Supervisado , beta-N-Acetilhexosaminidasas/metabolismo
12.
Surgery ; 161(5): 1394-1404, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-28024857

RESUMEN

BACKGROUND: Emerging data suggest a link between calpain activation and the enhanced inflammatory response of the cardiovascular system. We hypothesize that calpain activation associates with altered inflammatory protein expression in correlation with the proinflammatory profile of the myocardium. Our pig hypercholesterolemic model with chronic myocardial ischemia was treated with calpain inhibitors to establish their potential to improve cardiac function. METHODS: Yorkshire swine, fed a high cholesterol diet for 4 weeks then underwent placement of an ameroid constrictor on the left circumflex artery. Two weeks later, animals received either no drug (high-cholesterol control group, n = 8), a low dose of calpain inhibitors (0.12 mg/kg, n = 9), or a high dose of calpain inhibitors (0.25 mg/kg; n = 8). The high-cholesterol diet and calpain inhibitors were continued for 5 weeks, after which the pig was euthanized. The left ventricular myocardial tissue (ischemic and nonischemic) was harvested and analyzed for inflammatory protein expression. Data were statistically analyzed via the Kruskal-Wallis and Dunn post hoc test. RESULTS: Calpain inhibitor treatment coincides with increased expression of IKB-α and decreased expression of macrophages, NFkB, IL-1, and tumor necrosis factor (TNF)-α in the ischemic myocardial tissue as compared with the control group. An NFkB array revealed decreased expression of IRF5, JNK1/2, JNK2, CD18, NFkB p65, c-Rel, Sharpin, TNF R1, TNF R2, and DR5 in the ischemic myocardium of the group treated with a high dose of calpain inhibitors compared with the control. CONCLUSION: Calpain activation in metabolic syndrome is a potential contributor to cardiac dysfunction in metabolic disorders with ischemic background. We suggest that calpain inhibition downregulates NFkB signaling in the vessel walls, which might be useful for improving myocardial blood flow in ischemic conditions.


Asunto(s)
Inhibidores de Cisteína Proteinasa/uso terapéutico , Glicoproteínas/uso terapéutico , Isquemia Miocárdica/tratamiento farmacológico , Isquemia Miocárdica/metabolismo , Animales , Enfermedad Crónica , Citocinas/metabolismo , Modelos Animales de Enfermedad , Mediadores de Inflamación/metabolismo , Porcinos
13.
Purinergic Signal ; 11(4): 455-61, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26306905

RESUMEN

Hyperoxia is still broadly used in clinical practice in order to assure organ oxygenation in critically ill patients, albeit known toxic effects. In this present study, we hypothesize that lysophosphatidic acid (LPA) mediates NKT cell activation in a mouse model of hyperoxic lung injury. In vitro, pulmonary NKT cells were exposed to hyperoxia for 72 h, and the induction of the ectonucleotide pyrophosphatase/phosphodiesterase 2 (ENPP-2) was examined and production of lysophosphatidic acid (LPA) was measured. In vivo, animals were exposed to 100 % oxygen for 72 h and lungs and serum were harvested. Pulmonary NKT cells were then incubated with the LPA antagonist Brp-LPA. Animals received BrP-LPA prior to oxygen exposure. Autotaxin (ATX, ENPP-2) was significantly up-regulated on pulmonary NKT cells after hyperoxia (p < 0.01) in vitro. LPA levels were increased in supernatants of hyperoxia-exposed pulmonary NKT cells. LPA levels were significantly reduced by incubating NKT cells with LPA-BrP during oxygen exposure (p < 0,05) in vitro. Hyperoxia-exposed animals showed significantly increased serum levels of LPA (p ≤ 0,05) as well as increased pulmonary NKT cell numbers in vivo. BrP-LPA injection significantly improved survival as well as significantly decreased lung injury and lowered pulmonary NKT cell numbers. We conclude that NKT cell-induced hyperoxic lung injury is mediated by pro-inflammatory LPA generation, at least in part, secondary to ENPP-2 up-regulation on pulmonary NKT cells. Being a potent LPA antagonist, BrP-LPA prevents hyperoxia-induced lung injury in vitro and in vivo.


Asunto(s)
Lesión Pulmonar Aguda/metabolismo , Lesión Pulmonar Aguda/patología , Hiperoxia/metabolismo , Hiperoxia/patología , Lisofosfolípidos/biosíntesis , Células T Asesinas Naturales/metabolismo , Hidrolasas Diéster Fosfóricas/metabolismo , Animales , Recuento de Células , Inflamación/patología , Pulmón/patología , Lisofosfatidilcolinas/metabolismo , Lisofosfolípidos/antagonistas & inhibidores , Lisofosfolípidos/farmacología , Ratones , Ratones Endogámicos C57BL , Oxígeno/toxicidad , Receptores Purinérgicos P2X7/biosíntesis , Receptores Purinérgicos P2X7/genética , Regulación hacia Arriba/efectos de los fármacos
14.
Curr Top Pept Protein Res ; 16: 1-17, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-27274622

RESUMEN

Migration of vascular smooth muscle cells is a key element in remodeling during pulmonary arterial hypertension (PAH). We are observing key alterations in the migratory characteristics of human pulmonary artery smooth muscle cells (HPASMC) isolated from transplanted lungs of subjects with PAH. Using wound migration and barrier removal assays, we demonstrate that the PAH cells migrate under quiescent growth conditions and in the absence of pro-migratory factors such as platelet derived growth factor (PDGF). Under the same conditions, in the absence of PDGF, non-PAH HPASMC show negligible migration. The dysregulated migration initiates, in part, through phosphorylation events signaled through the unstimulated PDGF receptor via focal adhesion kinase (FAK) whose total basal expression and phosphorylation at tyrosine 391 is markedly increased in the PAH cells and is inhibited by a motif mimicking cell-permeable peptide (MMCPP) targeting the Tyr751 region of the PDGF receptor and by imatinib. However, exposure of the PAH cells to PDGF further promotes migration. Inhibition of p21 activated kinases (PAK), LIM kinases (LIMK), c-Jun N-terminal kinases (JNK) and p38 mitogen-activated protein kinases (MAPK) reduces both the dysregulated and the PDGF-stimulated migration. Immunofluorescence microscopy confirms these observations showing activated JNK and p38 MAPK at the edge of the wound but not in the rest of the culture in the PAH cells. The upstream inhibitors FAK (PF-573228) and imatinib block this activation of JNK and p38 at the edge of the site of injury and correspondingly inhibit migration. MMCPP which inhibit the activation of downstream effectors of migration, cofilin and caldesmon, also limit the dysregulated migration. These results highlight key pathways which point to potential targets for future therapies of pulmonary hypertension with MMCPP.

15.
Am J Hum Genet ; 95(6): 744-53, 2014 Dec 04.
Artículo en Inglés | MEDLINE | ID: mdl-25434007

RESUMEN

Schizophrenia (SZ) genome-wide association studies (GWASs) have identified common risk variants in >100 susceptibility loci; however, the contribution of rare variants at these loci remains largely unexplored. One of the strongly associated loci spans MIR137 (miR137) and MIR2682 (miR2682), two microRNA genes important for neuronal function. We sequenced ∼6.9 kb MIR137/MIR2682 and upstream regulatory sequences in 2,610 SZ cases and 2,611 controls of European ancestry. We identified 133 rare variants with minor allele frequency (MAF) <0.5%. The rare variant burden in promoters and enhancers, but not insulators, was associated with SZ (p = 0.021 for MAF < 0.5%, p = 0.003 for MAF < 0.1%). A rare enhancer SNP, 1:g.98515539A>T, presented exclusively in 11 SZ cases (nominal p = 4.8 × 10(-4)). We further identified its risk allele T in 2 of 2,434 additional SZ cases, 11 of 4,339 bipolar (BP) cases, and 3 of 3,572 SZ/BP study controls and 1,688 population controls; yielding combined p values of 0.0007, 0.0013, and 0.0001 for SZ, BP, and SZ/BP, respectively. The risk allele T of 1:g.98515539A>T reduced enhancer activity of its flanking sequence by >50% in human neuroblastoma cells, predicting lower expression of MIR137/MIR2682. Both empirical and computational analyses showed weaker transcription factor (YY1) binding by the risk allele. Chromatin conformation capture (3C) assay further indicated that 1:g.98515539A>T influenced MIR137/MIR2682, but not the nearby DPYD or LOC729987. Our results suggest that rare noncoding risk variants are associated with SZ and BP at MIR137/MIR2682 locus, with risk alleles decreasing MIR137/MIR2682 expression.


Asunto(s)
Trastorno Bipolar/genética , Regulación de la Expresión Génica/genética , Variación Genética , MicroARNs/genética , Esquizofrenia/genética , Alelos , Secuencia de Bases , Línea Celular Tumoral , Frecuencia de los Genes , Genes Reporteros , Sitios Genéticos , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Datos de Secuencia Molecular , Polimorfismo de Nucleótido Simple , Regiones Promotoras Genéticas/genética , Riesgo , Análisis de Secuencia de ADN
16.
J Immunol ; 193(7): 3366-77, 2014 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-25172498

RESUMEN

CD39 (ENTPD1) is expressed by subsets of pathogenic human CD4(+) T cells, such as Th17 cells. These Th17 cells are considered important in intestinal inflammation, such as seen in Crohn's disease (CD). Recently, CD161 (NKR-P1A) was shown to be a phenotypic marker of human Th17 cells. In this study, we report that coexpression of CD161 and CD39 not only identifies these cells but also promotes Th17 generation. We note that human CD4(+)CD39(+)CD161(+) T cells can be induced under stimulatory conditions that promote Th17 in vitro. Furthermore, CD4(+)CD39(+)CD161(+) cells purified from blood and intestinal tissues, from both healthy controls and patients with CD, are of the Th17 phenotype and exhibit proinflammatory functions. CD39 is coexpressed with CD161, and this association augments acid sphingomyelinase (ASM) activity upon stimulation of CD4(+) T cells. These pathways regulate mammalian target of rapamycin and STAT3 signaling to drive the Th17 phenotype. Inhibition of ASM activity by pharmacological blockers or knockdown of ASM abrogates STAT3 signaling, thereby limiting IL-17 production in CD4(+) T cells obtained from both controls and patients with active CD. Increased levels of CD39(+)CD161(+) CD4(+) T cells in blood or lamina propria are noted in patients with CD, and levels directly correlate with clinical disease activity. Hence, coexpression of CD39 and CD161 by CD4(+) T cells might serve as a biomarker to monitor Th17 responsiveness. Collectively, CD39 and CD161 modulate human Th17 responses in CD through alterations in purinergic nucleotide-mediated responses and ASM catalytic bioactivity, respectively.


Asunto(s)
Antígenos CD/inmunología , Apirasa/inmunología , Enfermedad de Crohn/inmunología , Membrana Mucosa/inmunología , Subfamilia B de Receptores Similares a Lectina de Células NK/inmunología , Células Th17/inmunología , Adulto , Anciano , Biomarcadores , Enfermedad de Crohn/patología , Femenino , Humanos , Inflamación/inmunología , Inflamación/patología , Interleucina-17/inmunología , Masculino , Persona de Mediana Edad , Membrana Mucosa/patología , Factor de Transcripción STAT3/inmunología , Transducción de Señal/inmunología , Esfingomielina Fosfodiesterasa/inmunología , Células Th17/patología
17.
Sci Rep ; 4: 3664, 2014 Jan 20.
Artículo en Inglés | MEDLINE | ID: mdl-24441171

RESUMEN

Experimental and bioinformatic studies of transcription initiation by RNA polymerase II (RNAP2) have revealed a mechanism of RNAP2 transcription initiation less uniform across gene promoters than initially thought. However, the general transcription factor TFIIB is presumed to be universally required for RNAP2 transcription initiation. Based on bioinformatic analysis of data and effects of TFIIB knockdown in primary and transformed cell lines on cellular functionality and global gene expression, we report that TFIIB is dispensable for transcription of many human promoters, but is essential for herpes simplex virus-1 (HSV-1) gene transcription and replication. We report a novel cell cycle TFIIB regulation and localization of the acetylated TFIIB variant on the transcriptionally silent mitotic chromatids. Taken together, these results establish a new paradigm for TFIIB functionality in human gene expression, which when downregulated has potent anti-viral effects.


Asunto(s)
Factor de Transcripción TFIIB/metabolismo , Acetilación , Animales , Sitios de Unión , Ciclo Celular/genética , Línea Celular , Conjuntos de Datos como Asunto , Expresión Génica , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Regulación Viral de la Expresión Génica , Técnicas de Silenciamiento del Gen , Silenciador del Gen , Genes Letales , Genoma Humano , Herpesvirus Humano 1/genética , Humanos , Especificidad de Órganos/genética , Unión Proteica , ARN Polimerasa II/química , ARN Polimerasa II/metabolismo , Factor de Transcripción TFIIB/deficiencia , Factor de Transcripción TFIIB/genética , Sitio de Iniciación de la Transcripción , Transcripción Genética , Transcriptoma
18.
Cell Cycle ; 13(2): 315-23, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24240190

RESUMEN

Despite recent advances in medical procedures, cardiovascular disease remains a clinical challenge and the leading cause of mortality in the western world. The condition causes progressive smooth muscle cell (SMC) dedifferentiation, proliferation, and migration that contribute to vascular restenosis. The incidence of disease of the internal mammary artery (IMA), however, is much lower than in nearly all other arteries. The etiology of this IMA disease resistance is not well understood. Here, using paired primary IMA and coronary artery SMCs, serum stimulation, siRNA knockdowns, and verifications in porcine vessels in vivo, we investigate the molecular mechanisms that could account for this increased disease resistance of internal mammary SMCs. We show that the residue-specific phosphorylation profile of the retinoblastoma tumor suppressor protein (Rb) appears to differ significantly between IMA and coronary artery SMCs in cultured human cells. We also report that the differential profile of Rb phosphorylation may follow as a consequence of differences in the content of cyclin-dependent kinase 2 (CDK2) and the CDK4 phosphorylation inhibitor p15. Finally, we present evidence that siRNA-mediated CDK2 knockdown alters the profile of Rb phosphorylation in coronary artery SMCs, as well as the proliferative response of these cells to mitogenic stimulation. The intrinsic functional and protein composition specificity of the SMCs population in the coronary artery may contribute to the increased prevalence of restenosis and atherosclerosis in the coronary arteries as compared with the internal mammary arteries.


Asunto(s)
Quinasa 2 Dependiente de la Ciclina/metabolismo , Mitógenos/metabolismo , Miocitos del Músculo Liso/metabolismo , Proteína de Retinoblastoma/metabolismo , Animales , Movimiento Celular , Proliferación Celular , Vasos Coronarios/citología , Vasos Coronarios/metabolismo , Medio de Cultivo Libre de Suero , Quinasa 2 Dependiente de la Ciclina/genética , Quinasa 4 Dependiente de la Ciclina/metabolismo , Inhibidor p15 de las Quinasas Dependientes de la Ciclina/metabolismo , Técnicas de Silenciamiento del Gen , Humanos , Masculino , Arterias Mamarias/citología , Arterias Mamarias/metabolismo , Fosforilación , Cultivo Primario de Células , Suero , Porcinos , Factor de Transcripción YY1/metabolismo
19.
J Biol Chem ; 288(38): 27315-27326, 2013 Sep 20.
Artículo en Inglés | MEDLINE | ID: mdl-23897810

RESUMEN

Extracellular adenosine, a key regulator of physiology and immune cell function that is found at elevated levels in neonatal blood, is generated by phosphohydrolysis of adenine nucleotides released from cells and catabolized by deamination to inosine. Generation of adenosine monophosphate (AMP) in blood is driven by cell-associated enzymes, whereas conversion of AMP to adenosine is largely mediated by soluble enzymes. The identities of the enzymes responsible for these activities in whole blood of neonates have been defined in this study and contrasted to adult blood. We demonstrate that soluble 5'-nucleotidase (5'-NT) and alkaline phosphatase (AP) mediate conversion of AMP to adenosine, whereas soluble adenosine deaminase (ADA) catabolizes adenosine to inosine. Newborn blood plasma demonstrates substantially higher adenosine-generating 5'-NT and AP activity and lower adenosine-metabolizing ADA activity than adult plasma. In addition to a role in soluble purine metabolism, abundant AP expressed on the surface of circulating neonatal neutrophils is the dominant AMPase on these cells. Plasma samples from infant observational cohorts reveal a relative plasma ADA deficiency at birth, followed by a gradual maturation of plasma ADA through infancy. The robust adenosine-generating capacity of neonates appears functionally relevant because supplementation with AMP inhibited whereas selective pharmacologic inhibition of 5'-NT enhanced Toll-like receptor-mediated TNF-α production in neonatal whole blood. Overall, we have characterized previously unrecognized age-dependent expression patterns of plasma purine-metabolizing enzymes that result in elevated plasma concentrations of anti-inflammatory adenosine in newborns. Targeted manipulation of purine-metabolizing enzymes may benefit this vulnerable population.


Asunto(s)
5'-Nucleotidasa/sangre , Adenosina Desaminasa/sangre , Adenosina/sangre , Envejecimiento/sangre , Fosfatasa Alcalina/sangre , Regulación Enzimológica de la Expresión Génica/fisiología , Adulto , Femenino , Humanos , Recién Nacido , Inosina/sangre , Masculino
20.
Sci Rep ; 3: 1184, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23378916

RESUMEN

We report that terahertz (THz) irradiation of mouse mesenchymal stem cells (mMSCs) with a single-frequency (SF) 2.52 THz laser or pulsed broadband (centered at 10 THz) source results in irradiation specific heterogenic changes in gene expression. The THz effect depends on irradiation parameters such as the duration and type of THz source, and on the degree of stem cell differentiation. Our microarray survey and RT-PCR experiments demonstrate that prolonged broadband THz irradiation drives mMSCs toward differentiation, while 2-hour irradiation (regardless of THz sources) affects genes transcriptionally active in pluripotent stem cells. The strictly controlled experimental environment indicates minimal temperature changes and the absence of any discernable response to heat shock and cellular stress genes imply a non-thermal response. Computer simulations of the core promoters of two pluripotency markers reveal association between gene upregulation and propensity for DNA breathing. We propose that THz radiation has potential for non-contact control of cellular gene expression.


Asunto(s)
Regulación de la Expresión Génica/efectos de la radiación , Células Madre Mesenquimatosas/efectos de la radiación , Radiación Terahertz , Animales , Diferenciación Celular , Células Madre Mesenquimatosas/citología , Células Madre Mesenquimatosas/metabolismo , Ratones , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Factores de Tiempo
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