RESUMEN
BACKGROUND: MicroRNAs (miRNAs) are short single-stranded nucleotides that can regulate gene expression. Although we previously evaluated the expression of miRNAs in pediatric dilated cardiomyopathy (DCM) by miRNA array, pathway prediction based on changes in mRNA expression has not been previously analyzed in this population. The current study aimed to determine the regulation of miRNA expression by miRNA-sequencing (miRNA-seq) and, through miRNA-sequencing (mRNA-seq), analyze their putative target genes and altered pathways in pediatric DCM hearts. METHODS: miRNA expression was determined by miRNA-seq [n = 10 non-failing (NF), n = 20 DCM]. Expression of a subset of miRNAs was evaluated in adult DCM patients (n = 11 NF, n = 13 DCM). miRNA-mRNA prediction analysis was performed using mRNA-seq data (n = 7 NF, n = 7 DCM) from matched samples. RESULTS: Expression of 393 miRNAs was significantly different (p < 0.05) in pediatric DCM patients compared to NF controls. TargetScan-based miRNA-mRNA analysis revealed 808 significantly inversely expressed genes. Functional analysis suggests upregulated pathways related to the regulation of stem cell differentiation and cardiac muscle contraction, and downregulated pathways related to the regulation of protein phosphorylation, signal transduction, and cell communication. CONCLUSIONS: Our results demonstrated a unique age-dependent regulation of miRNAs and their putative target genes, which may contribute to distinctive phenotypic characteristics of DCM in children. IMPACT: This is the first study to compare miRNA expression in the heart of pediatric DCM patients to age-matched healthy controls by RNA sequencing. Expression of a subset of miRNAs is uniquely dysregulated in children. Using mRNA-seq and miRNA-seq from matched samples, target prediction was performed. This study underscores the importance of pediatric-focused studies.
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Cardiomiopatía Dilatada , MicroARNs , Adulto , Cardiomiopatía Dilatada/genética , Niño , Perfilación de la Expresión Génica , Corazón , Humanos , MicroARNs/genética , MicroARNs/metabolismo , ARN Mensajero/genética , Análisis de Secuencia de ARNRESUMEN
AIMS: Pediatric dilated cardiomyopathy (pDCM) is characterized by unique age-dependent molecular mechanisms that include myocellular responses to therapy. We previously showed that pDCM, but not adult DCM patients respond to phosphodiesterase 3 inhibitors (PDE3i) by increasing levels of the second messenger cAMP and consequent phosphorylation of phospholamban (PLN). However, the molecular mechanisms involved in the differential pediatric and adult response to PDE3i are not clear. METHODS AND RESULTS: Quantification of serum response factor (SRF) isoforms from the left ventricle of explanted hearts showed that PDE3i treatment affects expression of SRF isoforms in pDCM hearts. An SRF isoform lacking exon 5 (SRFdel5) was highly expressed in the hearts of pediatric, but not adult DCM patients treated with PDE3i. To determine the functional consequence of expression of SRFdel5, we overexpressed full length SRF or SRFdel5 in cultured cardiomyocytes with and without adrenergic stimulation. Compared to a control adenovirus, expression of SRFdel5 increased phosphorylation of PLN, negatively affected expression of the phosphatase that promotes dephosphorylation of PLN (PP2Cε), and promoted faster calcium reuptake, whereas expression of full length SRF attenuated calcium reuptake through blunted phosphorylation of PLN. CONCLUSIONS: Taken together, these data indicate that expression of SRFdel5 in pDCM hearts in response to PDE3i contributes to improved function through regulating PLN phosphorylation and thereby calcium reuptake.
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Proteínas de Unión al Calcio/metabolismo , Calcio/metabolismo , Fosforilación/fisiología , Animales , Cardiomiopatía Dilatada/metabolismo , Línea Celular , Femenino , Células HEK293 , Ventrículos Cardíacos/metabolismo , Humanos , Miocitos Cardíacos/metabolismo , Ratas , Ratas Sprague-Dawley , ATPasas Transportadoras de Calcio del Retículo Sarcoplásmico/metabolismo , Factor de Respuesta Sérica/metabolismoRESUMEN
BACKGROUND: Twin-twin transfusion syndrome presents many challenges for clinicians, and the optimal means of identifying pregnancies that will benefit most from intervention is controversial. There is currently no clinically available biomarker to detect twin-twin transfusion syndrome or to stratify cases based on the risk factors. microRNAs are small RNAs that regulate gene expression and are biomarkers for various disease processes, including adult and pediatric heart failure. To date, no studies have investigated amniotic fluid microRNAs as biomarkers for disease severity, specifically for severe recipient cardiomyopathy in twin-twin transfusion syndrome cases. OBJECTIVE: This study aimed to assess whether amniotic fluid microRNAs could be useful as biomarkers to identify pregnancies at greatest risk for severe recipient cardiomyopathy associated with twin-twin transfusion syndrome. STUDY DESIGN: Amniotic fluid was collected at the time of amnioreduction or selective fetoscopic laser photocoagulation from monochorionic diamniotic twin pregnancies with twin-twin transfusion syndrome at any stage. Fetal echocardiography was performed on all twins before the procedure, and severe cardiomyopathy was defined as a right ventricular myocardial performance index of the recipient fetus of >4 Z-scores. microRNA was extracted from the amniotic fluid samples and analyzed using an array panel assessing 379 microRNAs (TaqMan Open Array, ThermoFisher). Student t tests were performed to determine significant differences in microRNA expression between pregnancies with severe recipient cardiomyopathy and those with preserved cardiac function. A stringent q value of <.0025 was used to determine differential microRNA expression. Random forest plots identified the top 3 microRNAs that separated the 2 groups, and hierarchical cluster analysis was used to determine if these microRNAs properly segregated the samples according to their clinical groups. RESULTS: A total of 14 amniotic fluid samples from pregnancies with twin-twin transfusion syndrome with severe cardiomyopathy were compared with samples from 12 twin-twin transfusion syndrome control cases with preserved cardiac function. A total of 110 microRNAs were identified in the amniotic fluid samples. Twenty microRNAs were differentially expressed, and the top 3 differentiating microRNAs were hsa-miR-200c-3p, hsa-miR-17-5p, and hsa-miR-539-5p. Hierarchical cluster analysis based on these top 3 microRNAs showed a strong ability to differentiate severe cardiomyopathy cases from controls. The top 3 microRNAs were used to investigate the sensitivity and specificity of these microRNAs to differentiate between the 2 groups with a receiver operating characteristic curve demonstrating sensitivity and specificity of 80.8%. All 20 differentially expressed microRNAs were down-regulated in the group with severe cardiomyopathy. CONCLUSION: Amniotic fluid microRNAs demonstrated differential expression between twin-twin transfusion syndrome recipient fetuses with severe cardiomyopathy and those without and have the potential to be important biomarkers of disease severity in this population.
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Líquido Amniótico/metabolismo , Cardiomiopatías/metabolismo , Transfusión Feto-Fetal/metabolismo , MicroARNs/metabolismo , Adulto , Biomarcadores/metabolismo , Cardiomiopatías/diagnóstico , Estudios de Casos y Controles , Análisis por Conglomerados , Regulación hacia Abajo , Drenaje , Ecocardiografía , Femenino , Transfusión Feto-Fetal/terapia , Fetoscopía , Humanos , Fotocoagulación , Embarazo , Índice de Severidad de la Enfermedad , Ultrasonografía Prenatal , Adulto JovenRESUMEN
BACKGROUND: Milrinone is a phosphodiesterase type 3 inhibitor that results in a positive inotropic effect in the heart through an increase in cyclic adenosine monophosphate. The purpose of this study was to evaluate circulating cyclic adenosine monophosphate and milrinone concentrations in milrinone treated paediatric patients undergoing congenital heart surgery. METHODS: Single-centre prospective observational pilot study from January 2015 to December 2017 including children aged birth to 18 years. Milrinone and circulating cyclic adenosine monophosphate concentrations were measured at four time points through the first post-operative day and compared between patients with and without low cardiac output syndrome, defined using clinical and laboratory criteria. RESULTS: Fifty patients were included. Nine (18%) developed low cardiac output syndrome. For all patients, 22% had single ventricle heart disease. The density and distribution of cyclic adenosine monophosphate concentrations varied between those with and without low cardiac output syndrome but were not significantly different. Milrinone concentrations increased in all patients. Paired t-tests demonstrated an increase in circulating cyclic adenosine monophosphate concentrations during the post-operative period among patients without low cardiac output syndrome. CONCLUSIONS: In this prospective observational study, circulating cyclic adenosine monophosphate concentrations increased in those without low cardiac output syndrome during the first 24 post-operative hours and milrinone concentrations increased in all patients. Further study of the utility of cyclic adenosine monophosphate concentrations in milrinone treated patients is necessary.
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Cardiopatías Congénitas , Milrinona , Adenosina Monofosfato , Gasto Cardíaco Bajo/tratamiento farmacológico , Cardiotónicos/uso terapéutico , Niño , Cardiopatías Congénitas/tratamiento farmacológico , Cardiopatías Congénitas/cirugía , Humanos , Estudios ProspectivosRESUMEN
BACKGROUND: Kawasaki Disease (KD) is an acute vasculitis of unknown etiology in children that can lead to coronary artery lesions (CAL) in 25% of untreated patients. There is currently no diagnostic test for KD, and the clinical presentation is often difficult to differentiate from other febrile childhood illnesses. Circulating microRNAs (miRNAs) are small noncoding RNA molecules that control gene expression by inducing transcript degradation or by blocking translation. We hypothesize that the expression of circulating miRNAs will differentiate KD from non-KD febrile illnesses in children. METHODS: Circulating miRNA profiles from 84 KD patients and 29 non-KD febrile controls (7 viral and 22 bacterial infections) were evaluated. 3 ul of serum from each subject was submitted to 3 freeze/heat cycles to ensure miRNA release from microvesicles or interaction with serum proteins. miRNAs were reverse transcribed using a pool of primers specific for each miRNA. Real-time PCR reactions were performed in a 384 well plate containing sequence-specific primers and TaqMan probes in the ABI7900. '. RESULTS: KD patients (3.6 ± 2.2 yrs., 58% male) were found to have a unique circulating miRNA profile, including upregulation of miRNA-210-3p, -184, and -19a-3p (p < .0001), compared to non-KD febrile controls (8.5 ± 6.1 yrs., 72% male). CONCLUSIONS: Circulating miRNAs can differentiate KD from infectious febrile childhood diseases, supporting their potential as a diagnostic biomarker for KD.
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MicroARN Circulante/sangre , Fiebre/sangre , Fiebre/genética , Infecciones/sangre , Infecciones/genética , Síndrome Mucocutáneo Linfonodular/sangre , Síndrome Mucocutáneo Linfonodular/genética , Biomarcadores/sangre , Estudios de Casos y Controles , Niño , Preescolar , MicroARN Circulante/genética , Femenino , Fiebre/complicaciones , Redes Reguladoras de Genes , Humanos , Inmunoglobulinas Intravenosas/uso terapéutico , Lactante , Infecciones/complicaciones , Masculino , Síndrome Mucocutáneo Linfonodular/tratamiento farmacológicoRESUMEN
Oxidative stress is a key contributor to the development of dysregulated inflammation in acute lung injury (ALI). A naturally occurring single nucleotide polymorphism in the key extracellular antioxidant enzyme, extracellular superoxide dismutase (EC-SOD), results in an arginine to glycine substitution (R213G) that promotes resolution of inflammation and protection against bleomycin-induced ALI. Previously we found that mice harboring the R213G mutation in EC-SOD exhibit a transcriptomic profile consistent with a striking suppression of inflammatory and immune pathways 7 days postbleomycin. However, the alterations in noncoding regulatory RNAs in wild-type (WT) and R213G EC-SOD lungs have not been examined. Therefore, we used next-generation microRNA (miR) Sequencing of lung tissue to identify dysregulated miRs 7 days after bleomycin in WT and R213G mice. Differential expression analysis identified 92 WT and 235 R213G miRs uniquely dysregulated in their respective genotypes. Subsequent pathway analysis identified that these miRs were predicted to regulate approximately half of the differentially expressed genes previously identified. The gene targets of these altered miRs indicate suppression of immune and inflammatory pathways in the R213G mice versus activation of these pathways in WT mice. Triggering receptor expressed on myeloid cells 1 (TREM1) signaling was identified as the inflammatory pathway with the most striking difference between WT and R213G lungs. miR-486b-3p was identified as the most dysregulated miR predicted to regulate the TREM1 pathway. We validated the increase in TREM1 signaling using miR-486b-3p antagomir transfection. These findings indicate that differential miR regulation is predicted to regulate the inflammatory gene profile, contributing to the protection against ALI in R213G mice.
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Lesión Pulmonar Aguda/genética , Bleomicina/farmacología , Inflamación/genética , MicroARNs/genética , Superóxido Dismutasa/genética , Lesión Pulmonar Aguda/inducido químicamente , Lesión Pulmonar Aguda/patología , Animales , Antibióticos Antineoplásicos/farmacología , Modelos Animales de Enfermedad , Femenino , Genotipo , Inflamación/inmunología , Inflamación/metabolismo , Masculino , Ratones , MicroARNs/metabolismo , Mutación , Polimorfismo de Nucleótido Simple , Células RAW 264.7 , Superóxido Dismutasa/metabolismo , Transcriptoma , Receptor Activador Expresado en Células Mieloides 1/genética , Receptor Activador Expresado en Células Mieloides 1/metabolismoRESUMEN
Gibbons are small arboreal apes that display an accelerated rate of evolutionary chromosomal rearrangement and occupy a key node in the primate phylogeny between Old World monkeys and great apes. Here we present the assembly and analysis of a northern white-cheeked gibbon (Nomascus leucogenys) genome. We describe the propensity for a gibbon-specific retrotransposon (LAVA) to insert into chromosome segregation genes and alter transcription by providing a premature termination site, suggesting a possible molecular mechanism for the genome plasticity of the gibbon lineage. We further show that the gibbon genera (Nomascus, Hylobates, Hoolock and Symphalangus) experienced a near-instantaneous radiation â¼5 million years ago, coincident with major geographical changes in southeast Asia that caused cycles of habitat compression and expansion. Finally, we identify signatures of positive selection in genes important for forelimb development (TBX5) and connective tissues (COL1A1) that may have been involved in the adaptation of gibbons to their arboreal habitat.
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Genoma/genética , Hylobates/clasificación , Hylobates/genética , Cariotipo , Filogenia , Animales , Evolución Molecular , Hominidae/clasificación , Hominidae/genética , Humanos , Datos de Secuencia Molecular , Retroelementos/genética , Selección Genética , Terminación de la Transcripción GenéticaRESUMEN
Extracellular superoxide dismutase (EC-SOD), one of three mammalian SOD isoforms, is the sole extracellular enzymatic defense against superoxide. A known human single nucleotide polymorphism (SNP) in the matrix-binding domain of EC-SOD characterized by an arginine-to-glycine substitution at position 213 (R213G) redistributes EC-SOD from the matrix into extracellular fluids. We previously reported that knock-in mice harboring the human R213G SNP (R213G mice) exhibited enhanced resolution of inflammation with subsequent protection against fibrosis following bleomycin treatment compared with wild-type (WT) littermates. Herein we set out to determine the underlying pathways with RNA-Seq analysis of WT and R213G lungs 7 days post-PBS and bleomycin. RNA-Seq analysis uncovered significant differential gene expression changes induced in WT and R213G strains in response to bleomycin. Ingenuity Pathways Analysis was used to predict differentially regulated up- and downstream processes based on transcriptional changes. Most prominent was the induction of inflammatory and immune responses in WT mice, which were suppressed in the R213G mice. Specifically, PKC signaling in T lymphocytes, IL-6, and NFΚB signaling were opposed in WT mice when compared with R213G. Several upstream regulators such as IFNγ, IRF3, and IKBKG were implicated in the divergent responses between WT and R213G mice. Our data suggest that the redistributed EC-SOD due to the R213G SNP attenuates the dysregulated inflammatory responses observed in WT mice. We speculate that redistributed EC-SOD protects against dysregulated alveolar inflammation via reprogramming of recruited immune cells toward a proresolving state.
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Inflamación/genética , Inflamación/prevención & control , Polimorfismo de Nucleótido Simple/genética , Superóxido Dismutasa/genética , Animales , Bleomicina , Femenino , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Inflamación/inducido químicamente , Pulmón/patología , Masculino , Ratones Endogámicos C57BL , Reproducibilidad de los Resultados , Transcriptoma/genéticaRESUMEN
Proteomics is an expanding area of research into biological systems with significance for biomedical and therapeutic applications ranging from understanding the molecular basis of diseases to testing new treatments, studying the toxicity of drugs, or biotechnological improvements in agriculture. Progress in proteomic technologies and growing interest has resulted in rapid accumulation of proteomic data, and consequently, a great number of tools have become available. In this paper, we review the well-known and ready-to-use tools for classification, clustering and validation, interpretation, and generation of biological information from experimental data. We suggest some rules of thumb for the reader on choosing the best suitable learning method for a particular dataset and conclude with pathway and functional analysis and then provide information about submitting final results to a repository.
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Biología Computacional/métodos , Proteómica , Programas Informáticos , Análisis por Conglomerados , Bases de Datos Genéticas , HumanosRESUMEN
OBJECTIVE: Micro-RNAs (miRNAs) are important regulators of gene expression through interaction with the 3'UTR of target messenger RNAs (mRNAs). The role of miRNAs has been extensively studied in adult human and nonhuman animal models of heart disease. Hypoplastic left heart syndrome (HLHS) is the most common form of severe congenital heart disease and is an important cause of morbidity and mortality in infants and children. The objective of this work was to analyze the miRNA profile in HLHS patients. METHODS AND RESULTS: miRNA profile was determined in the right ventricle with the use of miRNA array, and expression was validated with the use of reverse-transcription polymerase chain reaction (RT-PCR). Based on bioinformatics analysis, targets were selected and their expression analyzed with the use of RT-PCR.We found that the miRNA profile of HLHS is novel, with few similarities between pediatric and adult idiopathic dilated cardiomyopathy. Moreover, our analysis identified putative targets for these miRNAs that are known to be important for cardiac development and disease, and that miRNAs and their putative targets are antithetically regulated. We also found that miRNA expression changes with stage of surgery, suggesting that volume unloading of the ventricle has important consequences for gene expression. CONCLUSIONS: Our data suggest a unique miRNA profile for HLHS that may be associated with defects in cardiac development and disease.
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Síndrome del Corazón Izquierdo Hipoplásico/metabolismo , Síndrome del Corazón Izquierdo Hipoplásico/patología , MicroARNs/biosíntesis , Niño , Preescolar , Femenino , Regulación de la Expresión Génica , Humanos , Síndrome del Corazón Izquierdo Hipoplásico/genética , Lactante , Masculino , MicroARNs/genéticaRESUMEN
Small-bodied hibernators partition the year between active homeothermy and hibernating heterothermy accompanied by fasting. To define molecular events underlying hibernation that are both dependent and independent of fasting, we analyzed the liver proteome among two active and four hibernation states in 13-lined ground squirrels. We also examined fall animals transitioning between fed homeothermy and fasting heterothermy. Significantly enriched pathways differing between activity and hibernation were biased toward metabolic enzymes, concordant with the fuel shifts accompanying fasting physiology. Although metabolic reprogramming to support fasting dominated these data, arousing (rewarming) animals had the most distinct proteome among the hibernation states. Instead of a dominant metabolic enzyme signature, torpor-arousal cycles featured differences in plasma proteins and intracellular membrane traffic and its regulation. Phosphorylated NSFL1C, a membrane regulator, exhibited this torpor-arousal cycle pattern; its role in autophagosome formation may promote utilization of local substrates upon metabolic reactivation in arousal. Fall animals transitioning to hibernation lagged in their proteomic adjustment, indicating that the liver is more responsive than preparatory to the metabolic reprogramming of hibernation. Specifically, torpor use had little impact on the fall liver proteome, consistent with a dominant role of nutritional status. In contrast to our prediction of reprogramming the transition between activity and hibernation by gene expression and then within-hibernation transitions by posttranslational modification (PTM), we found extremely limited evidence of reversible PTMs within torpor-arousal cycles. Rather, acetylation contributed to seasonal differences, being highest in winter (specifically in torpor), consistent with fasting physiology and decreased abundance of the mitochondrial deacetylase, SIRT3.
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Metabolismo Energético/fisiología , Ayuno/metabolismo , Hibernación/fisiología , Hígado/metabolismo , Proteoma/metabolismo , Sciuridae/fisiología , Estaciones del Año , Acetilación , Animales , Western Blotting , Electroforesis en Gel Bidimensional , Espectrometría de Masas , Fosforilación , Proteómica , Sciuridae/metabolismo , Sirtuina 3/metabolismoRESUMEN
Bacterial infection plays a critical role in exacerbations of various lung diseases, including chronic pulmonary obstructive disease (COPD) and asthma. Excessive lung inflammation is a prominent feature in disease exacerbations, but the underlying mechanisms remain poorly understood. Cell surface glycoprotein MUC18 (alias CD146 or melanoma cell adhesion molecule) has been shown to promote metastasis in several tumors, including melanoma. We explored the function of MUC18 in lung inflammatory responses to bacteria (eg, Mycoplasma pneumoniae) involved in lung disease exacerbations. MUC18 expression was increased in alveolar macrophages from lungs of COPD and asthma patients, compared with normal healthy human subjects. Mouse alveolar macrophages also express MUC18. After M. pneumoniae lung infection, Muc18(-/-) mice exhibited lower levels of the lung proinflammatory cytokines KC and TNF-α and less neutrophil recruitment than Muc18(+/+) mice. Alveolar macrophages from Muc18(-/-) mice produced less KC than those from Muc18(+/+) mice. In Muc18(-/-) mouse alveolar macrophages, adenovirus-mediated MUC18 gene transfer increased KC production. MUC18 amplified proinflammatory responses in alveolar macrophages, in part through enhancing the activation of nuclear factor-κB (NF-κB). Our results demonstrate, for the first time, that MUC18 exerts a proinflammatory function during lung bacterial infection. Up-regulated MUC18 expression in lungs (eg, in alveolar macrophages) of COPD and asthma patients may contribute to excessive inflammation during disease exacerbations.
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Infecciones Bacterianas/complicaciones , Infecciones Bacterianas/patología , Neumonía/complicaciones , Neumonía/microbiología , Adenoviridae/metabolismo , Animales , Carga Bacteriana , Lavado Broncoalveolar , Antígeno CD146/genética , Antígeno CD146/metabolismo , Citocinas/biosíntesis , Femenino , Regulación de la Expresión Génica , Técnicas de Transferencia de Gen , Humanos , Mediadores de Inflamación/metabolismo , Pulmón/microbiología , Pulmón/patología , Macrófagos Alveolares/metabolismo , Macrófagos Alveolares/patología , Masculino , Ratones , Persona de Mediana Edad , Mycoplasma pneumoniae , FN-kappa B/metabolismo , Neutrófilos/metabolismo , Neutrófilos/patología , Neumonía/patología , Neumonía por Mycoplasma/microbiología , Neumonía por Mycoplasma/patología , ARN Mensajero/genética , ARN Mensajero/metabolismo , Receptor Toll-Like 2/agonistas , Receptor Toll-Like 2/metabolismoRESUMEN
Fetal growth restriction (FGR) is associated with aberrant placentation and accounts for a significant proportion of perinatal deaths. microRNAs have been shown to be dysregulated in FGR. The purpose of this study was to determine microRNA-regulated molecular pathways altered using a caloric restricted mouse model of FGR. Pregnant mice were subjected to a 50% caloric restricted diet beginning at E9. At E18.5, RNA sequencing of placental tissue was performed to identify differences in gene expression between caloric restricted and control placentas. Significant differences in gene expression between caloric restricted and control placentas were observed in 228 of the 1546 (14.7%) microRNAs. Functional analysis of microRNA-mRNA interactions demonstrated enrichment of several biological pathways with oxidative stress, apoptosis, and autophagy pathways upregulated and angiogenesis and signal transduction pathways downregulated. Ingenuity pathway analysis also suggested that ID1 signaling, a pathway integral for trophoblast differentiation, is also dysregulated in caloric restricted placentas. Thus, a maternal caloric restriction mouse model of FGR results in aberrant microRNA-regulated molecular pathways associated with angiogenesis, oxidative stress, signal transduction, apoptosis, and cell differentiation. As several of these pathways are dysregulated in human FGR, our findings suggest that this model may provide an excellent means to study placental microRNA derangements seen in FGR.
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Restricción Calórica , MicroARNs , Embarazo , Humanos , Femenino , Animales , Ratones , Retardo del Crecimiento Fetal/genética , Placenta , Modelos Animales de Enfermedad , MicroARNs/genética , ARN MensajeroRESUMEN
The identification of relevant gene targets for engineering a desired trait is a key step in combinatorial strain engineering. Here, we applied the multi-Scalar Analysis of Library Enrichments (SCALEs) approach to map ethanol tolerance onto 1,000,000 genomic-library clones in Escherichia coli. We assigned fitness scores to each of the â¼4,300 genes in E. coli, and through follow-up confirmatory studies identified 9 novel genetic targets (12 genes total) that increase E. coli ethanol tolerance (up to 6-fold improved growth). These genetic targets are involved in the processes related to cell membrane composition, translation, serine biosynthesis, and transcription regulation. Transcriptional profiling of the ethanol stress response in 5 of these ethanol-tolerant clones revealed a total of 700 genes with significantly altered expression (mapped to 615 significantly enriched gene ontology terms) across all five clones, with similar overall changes in global gene expression between two clone clusters. All ethanol-tolerant clones analyzed shared 6% of the overexpressed genes and showed enrichment for transcription regulation-related GO terms. iTRAQ-based proteomic analysis of ethanol-tolerant strains identified upregulation of proteins related to ROS mitigation, fatty acid biosynthesis, and vitamin biosynthesis as compared to the parent strain's ethanol response. The approach we outline here will be useful for engineering a variety of other traits and further improvements in alcohol tolerance.
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Tolerancia a Medicamentos/fisiología , Proteínas de Escherichia coli/metabolismo , Escherichia coli/efectos de los fármacos , Escherichia coli/fisiología , Etanol/farmacología , Genoma Bacteriano/genética , Proteoma/metabolismo , Proteínas de Escherichia coli/genética , Biblioteca de Péptidos , Proteoma/genéticaRESUMEN
BACKGROUND: Hypertrophic cardiomyopathy (HCM) is the most common genetic cardiomyopathy. Pathogenic germline variation in genes encoding the sarcomere is the predominant cause of disease. However diagnostic features, including unexplained left ventricular hypertrophy, typically do not develop until late adolescence or after. The early stages of disease pathogenesis and the mechanisms underlying the transition to a clinically overt phenotype are not well understood. In this study, we investigated if circulating microRNAs (miRNAs) could stratify disease stage in sarcomeric HCM. METHODS: We performed arrays for 381 miRNAs using serum from HCM sarcomere variant carriers with and without a diagnosis of HCM and healthy controls. To identify differentially expressed circulating miRNAs between groups, multiple approaches were used including random forest, Wilcoxon rank sum test, and logistic regression. The abundance of all miRNAs was normalized to miRNA-320. RESULTS: Of 57 sarcomere variant carriers, 25 had clinical HCM and 32 had subclinical HCM with normal left ventricular wall thickness (21 with early phenotypic manifestations and 11 with no discernible phenotypic manifestations). Circulating miRNA profile differentiated healthy controls from sarcomere variant carriers with subclinical and clinical disease. Additionally, circulating miRNAs differentiated clinical HCM from subclinical HCM without early phenotypic changes; and subclinical HCM with and without early phenotypic changes. Circulating miRNA profiles did not differentiate clinical HCM from subclinical HCM with early phenotypic changes, suggesting biologic similarity between these groups. CONCLUSIONS: Circulating miRNAs may augment the clinical stratification of HCM and improve understanding of the transition from health to disease in sarcomere gene variant carriers.
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Cardiomiopatía Hipertrófica , MicroARN Circulante , Insuficiencia Cardíaca , MicroARNs , Humanos , Sarcómeros/genética , MicroARN Circulante/genética , Mutación , Cardiomiopatía Hipertrófica/diagnóstico , Cardiomiopatía Hipertrófica/genética , Fenotipo , MicroARNs/genéticaRESUMEN
microRNAs (miRs) are small non-coding single-stranded RNAs that regulate gene expression. We previously evaluated expression of miRs in the cardiac tissue of children with dilated cardiomyopathy (DCM) using miRNA-seq. However, a comparative analysis of serum and cardiac miRs has not been performed in this population. The current study aimed to evaluate miR levels in the serum of pediatric DCM patients compared to healthy non-failing (NF) donor controls and investigate the association between miR levels in tissue and sera from the same pediatric DCM patients. Defining the relationship between serum and tissue miRs may allow the use of circulating miRs as surrogate markers of cardiac miRs. miR levels were investigated through miR-array in sera [n = 10 NF, n = 12 DCM] and miR-seq in tissue (n = 10 NF, n = 12 DCM). Pathway analysis was investigated using the miR enrichment analysis and annotation tool (miEAA) for the five miRs commonly dysregulated in the sera and tissue of pediatric DCM patients. Functional analysis of miRs commonly dysregulated in the sera and tissue of pediatric DCM patients suggests altered pathways related to cell growth, differentiation and proliferation, inflammation, mitochondrial function, and metabolism. These findings suggest that circulating miRs could reflect altered levels of cardiac tissue miRs.
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Early detection of cancer is vital for the best chance of successful treatment, but half of all cancers are diagnosed at an advanced stage. A simple and reliable blood screening test applied routinely would therefore address a major unmet medical need. To gain insight into the value of protein biomarkers in early detection and stratification of cancer we determined the time course of changes in the plasma proteome of mice carrying transplanted human lung, breast, colon, or ovarian tumors. For protein measurements we used an aptamer-based assay which simultaneously measures ~ 5000 proteins. Along with tumor lineage-specific biomarkers, we also found 15 markers shared among all cancer types that included the energy metabolism enzymes glyceraldehyde-3-phosphate dehydrogenase, glucose-6-phophate isomerase and dihydrolipoyl dehydrogenase as well as several important biomarkers for maintaining protein, lipid, nucleotide, or carbohydrate balance such as tryptophanyl t-RNA synthetase and nucleoside diphosphate kinase. Using significantly altered proteins in the tumor bearing mice, we developed models to stratify tumor types and to estimate the minimum detectable tumor volume. Finally, we identified significantly enriched common and unique biological pathways among the eight tumor cell lines tested.
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Neoplasias Ováricas , Proteoma , Femenino , Humanos , Ratones , Animales , Proteoma/metabolismo , Biomarcadores de Tumor/metabolismo , Metabolismo Energético , Línea Celular TumoralRESUMEN
The mechanisms responsible for heart failure in single-ventricle congenital heart disease are unknown. Using explanted heart tissue, we showed that failing single-ventricle hearts have dysregulated metabolic pathways, impaired mitochondrial function, decreased activity of carnitine palmitoyltransferase activity, and altered functioning of the tricarboxylic acid cycle. Interestingly, nonfailing single-ventricle hearts demonstrated an intermediate metabolic phenotype suggesting that they are vulnerable to development of heart failure in the future. Mitochondrial targeted therapies and treatments aimed at normalizing energy generation could represent a novel approach to the treatment or prevention of heart failure in this vulnerable group of patients.
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We investigated the extent, biologic characterization, phenotypic specificity, and possible regulation of a ß1-adrenergic receptor-linked (ß1-AR-linked) gene signaling network (ß1-GSN) involved in left ventricular (LV) eccentric pathologic remodeling. A 430-member ß1-GSN was identified by mRNA expression in transgenic mice overexpressing human ß1-ARs or from literature curation, which exhibited opposite directional behavior in interventricular septum endomyocardial biopsies taken from patients with beta-blocker-treated, reverse remodeled dilated cardiomyopathies. With reverse remodeling, the major biologic categories and percentage of the dominant directional change were as follows: metabolic (19.3%, 81% upregulated); gene regulation (14.9%, 78% upregulated); extracellular matrix/fibrosis (9.1%, 92% downregulated); and cell homeostasis (13.3%, 60% upregulated). Regarding the comparison of ß1-GSN categories with expression from 19,243 nonnetwork genes, phenotypic selection for major ß1-GSN categories was exhibited for LV end systolic volume (contractility measure), ejection fraction (remodeling index), and pulmonary wedge pressure (wall tension surrogate), beginning at 3 months and persisting to study completion at 12 months. In addition, 121 lncRNAs were identified as possibly involved in cis-acting regulation of ß1-GSN members. We conclude that an extensive 430-member gene network downstream from the ß1-AR is involved in pathologic ventricular remodeling, with metabolic genes as the most prevalent category.
Asunto(s)
Productos Biológicos , Cardiomiopatía Dilatada , Animales , Ratones , Humanos , Cardiomiopatía Dilatada/genética , Redes Reguladoras de Genes , Transducción de Señal , Ratones Transgénicos , Receptores AdrenérgicosRESUMEN
Hibernating ground squirrels maintain homeostasis despite extreme physiological challenges. In winter, these circannual hibernators fast for months while cycling between prolonged periods of low blood flow and body temperature, known as torpor, and short interbout arousals (IBA), where more typical mammalian parameters are rapidly restored. Here we examined the kidney proteome for changes that support the dramatically different physiological demands of the hibernator's year. We identified proteins in 150 two-dimensional gel spots that altered by at least 1.5-fold using liquid chromatography and tandem mass spectrometry. These data successfully classified individuals by physiological state and revealed three dynamic patterns of relative protein abundance that dominated the hibernating kidney: 1) a large group of proteins generally involved with capturing and storing energy were most abundant in summer; 2) a select subset of these also increased during each arousal from torpor; and 3) 14 spots increased in torpor and early arousal were enriched for plasma proteins that enter cells via the endocytic pathway. Immunohistochemistry identified α(2)-macroglobulin and albumin in kidney blood vessels during late torpor and early arousal; both exhibited regional heterogeneity consistent with highly localized control of blood flow in the glomeruli. Furthermore, albumin, but not α(2)-macroglobulin, was detected in the proximal tubules during torpor and early arousal but not in IBA or summer animals. Taken together, our findings indicate that normal glomerular filtration barriers remain intact throughout torpor-arousal cycles but endocytosis, and hence renal function, is compromised at low body temperature during torpor and then recovers with rewarming during arousal.