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1.
J Biomed Inform ; 148: 104553, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38000766

RESUMEN

OBJECTIVE: Electronic Health Record (EHR) systems are digital platforms in clinical practice used to collect patients' clinical information related to their health status and represents a useful storage of real-world data. EHRs have a potential role in research studies, in particular, in platform trials. Platform trials are innovative trial designs including multiple trial arms (conducted simultaneously and/or sequentially) on different treatments under a single master protocol. However, the use of EHRs in research comes with important challenges such as incompleteness of records and the need to translate trial eligibility criteria into interoperable queries. In this paper, we aim to review and to describe our proposed innovative methods to tackle some of the most important challenges identified. This work is part of the Innovative Medicines Initiative (IMI) EU Patient-cEntric clinicAl tRial pLatforms (EU-PEARL) project's work package 3 (WP3), whose objective is to deliver tools and guidance for EHR-based protocol feasibility assessment, clinical site selection, and patient pre-screening in platform trials, investing in the building of a data-driven clinical network framework that can execute these complex innovative designs for which feasibility assessments are critically important. METHODS: ISO standards and relevant references informed a readiness survey, producing 354 criteria with corresponding questions selected and harmonised through a 7-round scoring process (0-1) in stakeholder meetings, with 85% of consensus being the threshold of acceptance for a criterium/question. ATLAS cohort definition and Cohort Diagnostics were mainly used to create the trial feasibility eligibility (I/E) criteria as executable interoperable queries. RESULTS: The WP3/EU-PEARL group developed a readiness survey (eSurvey) for an efficient selection of clinical sites with suitable EHRs, consisting of yes-or-no questions, and a set-up of interoperable proxy queries using physicians' defined trial criteria. Both actions facilitate recruiting trial participants and alignment between study costs/timelines and data-driven recruitment potential. CONCLUSION: The eSurvey will help create an archive of clinical sites with mature EHR systems suitable to participate in clinical trials/platform trials, and the interoperable proxy queries of trial eligibility criteria will help identify the number of potential participants. Ultimately, these tools will contribute to the production of EHR-based protocol design.


Asunto(s)
Registros Electrónicos de Salud , Médicos , Humanos , Selección de Paciente , Registros , Encuestas y Cuestionarios
2.
Eur J Appl Physiol ; 122(6): 1429-1440, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-35298695

RESUMEN

PURPOSE: Muscle is an essential organ for glucose metabolism and can be influenced by metabolic disorders and physical activity. Elevated muscle carnosine levels have been associated with insulin resistance and cardiometabolic risk factors. Little is known about muscle carnosine in type 1 diabetes (T1D) and how it is influenced by physical activity. The aim of this study was to characterize muscle carnosine in vivo by proton magnetic resonance spectroscopy (1H MRS) and evaluate the relationship with physical activity, clinical characteristics and lipoprotein subfractions. METHODS: 16 men with T1D (10 athletes/6 sedentary) and 14 controls without diabetes (9/5) were included. Body composition by DXA, cardiorespiratory capacity (VO2peak) and serum lipoprotein profile by proton nuclear magnetic resonance (1H NMR) were obtained. Muscle carnosine scaled to water (carnosineW) and to creatine (carnosineCR), creatine and intramyocellular lipids (IMCL) were quantified in vivo using 1H MRS in a 3T MR scanner in soleus muscle. RESULTS: Subjects with T1D presented higher carnosine CR levels compared to controls. T1D patients with a lower VO2peak presented higher carnosineCR levels compared to sedentary controls, but both T1D and control groups presented similar levels of carnosineCR at high VO2peak levels. CarnosineW followed the same trend. Integrated correlation networks in T1D demonstrated that carnosineW and carnosineCR were associated with cardiometabolic risk factors including total and abdominal fat, pro-atherogenic lipoproteins (very low-density lipoprotein subfractions), low VO2peak, and IMCL. CONCLUSIONS: Elevated muscle carnosine levels in persons with T1D and their effect on atherogenic lipoproteins can be modulated by physical activity.


Asunto(s)
Capacidad Cardiovascular , Carnosina , Diabetes Mellitus Tipo 1 , Biomarcadores/metabolismo , Factores de Riesgo Cardiometabólico , Carnosina/metabolismo , Creatina/análisis , Creatina/metabolismo , Diabetes Mellitus Tipo 1/metabolismo , Humanos , Lipoproteínas/análisis , Lipoproteínas/metabolismo , Masculino , Músculo Esquelético/metabolismo
3.
Proc Natl Acad Sci U S A ; 115(48): 12158-12163, 2018 11 27.
Artículo en Inglés | MEDLINE | ID: mdl-30429322

RESUMEN

Obesity is frequently associated with metabolic disease. Here, we show that obesity changes the miRNA profile of plasma exosomes in mice, including increases in miR-122, miR-192, miR-27a-3p, and miR-27b-3p Importantly, treatment of lean mice with exosomes isolated from obese mice induces glucose intolerance and insulin resistance. Moreover, administration of control exosomes transfected with obesity-associated miRNA mimics strongly induces glucose intolerance in lean mice and results in central obesity and hepatic steatosis. Expression of the candidate target gene Ppara is decreased in white adipose tissue but not in the liver of mimic-treated (MIMIC) mice, and this is accompanied by increased circulating free fatty acids and hypertriglyceridemia. Treatment with a specific siRNA targeting Ppara transfected into exosomes recapitulates the phenotype induced by obesity-associated miRNAs. Importantly, simultaneously reducing free fatty acid plasma levels in MIMIC mice with either the lipolysis inhibitor acipimox or the PPARα agonist fenofibrate partially protects against these metabolic alterations. Overall, our data highlight the central role of obesity-associated exosomal miRNAs in the etiopathogeny of glucose intolerance and dyslipidemia.


Asunto(s)
Exosomas/genética , Glucosa/metabolismo , Metabolismo de los Lípidos , MicroARNs/genética , Obesidad/genética , Obesidad/metabolismo , Tejido Adiposo Blanco/metabolismo , Animales , Exosomas/metabolismo , Ácidos Grasos no Esterificados/sangre , Intolerancia a la Glucosa , Humanos , Insulina/metabolismo , Hígado/metabolismo , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Obesos , MicroARNs/metabolismo , PPAR alfa/genética , PPAR alfa/metabolismo
4.
Ann Neurol ; 86(2): 293-303, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31125140

RESUMEN

OBJECTIVE: Thymidine kinase 2, encoded by the nuclear gene TK2, is required for mitochondrial DNA maintenance. Autosomal recessive TK2 mutations cause depletion and multiple deletions of mtDNA that manifest predominantly as a myopathy usually beginning in childhood and progressing relentlessly. We investigated the safety and efficacy of deoxynucleoside monophosphate and deoxynucleoside therapies. METHODS: We administered deoxynucleoside monophosphates and deoxynucleoside to 16 TK2-deficient patients under a compassionate use program. RESULTS: In 5 patients with early onset and severe disease, survival and motor functions were better than historically untreated patients. In 11 childhood and adult onset patients, clinical measures stabilized or improved. Three of 8 patients who were nonambulatory at baseline gained the ability to walk on therapy; 4 of 5 patients who required enteric nutrition were able to discontinue feeding tube use; and 1 of 9 patients who required mechanical ventilation became able to breathe independently. In motor functional scales, improvements were observed in the 6-minute walk test performance in 7 of 8 subjects, Egen Klassifikation in 2 of 3, and North Star Ambulatory Assessment in all 5 tested. Baseline elevated serum growth differentiation factor 15 levels decreased with treatment in all 7 patients tested. A side effect observed in 8 of the 16 patients was dose-dependent diarrhea, which did not require withdrawal of treatment. Among 12 other TK2 patients treated with deoxynucleoside, 2 adults developed elevated liver enzymes that normalized following discontinuation of therapy. INTERPRETATION: This open-label study indicates favorable side effect profiles and clinical efficacy of deoxynucleoside monophosphate and deoxynucleoside therapies for TK2 deficiency. ANN NEUROL 2019;86:293-303.


Asunto(s)
Ensayos de Uso Compasivo/métodos , Desoxirribonucleósidos/uso terapéutico , Enfermedades Musculares/tratamiento farmacológico , Enfermedades Musculares/enzimología , Timidina Quinasa/deficiencia , Adulto , Niño , Preescolar , Femenino , Humanos , Masculino , Prueba de Paso/métodos
5.
Bioinformatics ; 33(1): 95-103, 2017 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-27794560

RESUMEN

MOTIVATION: Skeletal muscle dysfunction is a systemic effect in one-third of patients with chronic obstructive pulmonary disease (COPD), characterized by high reactive-oxygen-species (ROS) production and abnormal endurance training-induced adaptive changes. However, the role of ROS in COPD remains unclear, not least because of the lack of appropriate tools to study multifactorial diseases. RESULTS: We describe a discrete model-driven method combining mechanistic and probabilistic approaches to decipher the role of ROS on the activity state of skeletal muscle regulatory network, assessed before and after an 8-week endurance training program in COPD patients and healthy subjects. In COPD, our computational analysis indicates abnormal training-induced regulatory responses leading to defective tissue remodeling and abnormal energy metabolism. Moreover, we identified tnf, insr, inha and myc as key regulators of abnormal training-induced adaptations in COPD. The tnf-insr pair was identified as a promising target for therapeutic interventions. Our work sheds new light on skeletal muscle dysfunction in COPD, opening new avenues for cost-effective therapies. It overcomes limitations of previous computational approaches showing high potential for the study of other multi-factorial diseases such as diabetes or cancer. CONTACT: jroca@clinic.ub.es or martacascante@ub.eduSupplementary information: Supplementary data are available at Bioinformatics online.


Asunto(s)
Metabolismo Energético , Músculo Esquelético/metabolismo , Enfermedad Pulmonar Obstructiva Crónica/metabolismo , Especies Reactivas de Oxígeno/metabolismo , Biología de Sistemas , Ejercicio Físico , Humanos , Músculo Esquelético/fisiopatología , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología
6.
J Transl Med ; 16(1): 34, 2018 02 20.
Artículo en Inglés | MEDLINE | ID: mdl-29463285

RESUMEN

BACKGROUND: Chronic obstructive pulmonary disease (COPD) patients often show skeletal muscle dysfunction that has a prominent negative impact on prognosis. The study aims to further explore underlying mechanisms of skeletal muscle dysfunction as a characteristic systemic effect of COPD, potentially modifiable with preventive interventions (i.e. muscle training). The research analyzes network module associated pathways and evaluates the findings using independent measurements. METHODS: We characterized the transcriptionally active network modules of interacting proteins in the vastus lateralis of COPD patients (n = 15, FEV1 46 ± 12% pred, age 68 ± 7 years) and healthy sedentary controls (n = 12, age 65 ± 9  years), at rest and after an 8-week endurance training program. Network modules were functionally evaluated using experimental data derived from the same study groups. RESULTS: At baseline, we identified four COPD specific network modules indicating abnormalities in creatinine metabolism, calcium homeostasis, oxidative stress and inflammatory responses, showing statistically significant associations with exercise capacity (VO2 peak, Watts peak, BODE index and blood lactate levels) (P < 0.05 each), but not with lung function (FEV1). Training-induced network modules displayed marked differences between COPD and controls. Healthy subjects specific training adaptations were significantly associated with cell bioenergetics (P < 0.05) which, in turn, showed strong relationships with training-induced plasma metabolomic changes; whereas, effects of training in COPD were constrained to muscle remodeling. CONCLUSION: In summary, altered muscle bioenergetics appears as the most striking finding, potentially driving other abnormal skeletal muscle responses. Trial registration The study was based on a retrospectively registered trial (May 2017), ClinicalTrials.gov identifier: NCT03169270.


Asunto(s)
Redes Reguladoras de Genes , Músculo Esquelético/fisiopatología , Enfermedad Pulmonar Obstructiva Crónica/genética , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Anciano , Femenino , Humanos , Masculino , Metabolómica , Enfermedad Pulmonar Obstructiva Crónica/sangre , Descanso
7.
Eur Respir J ; 50(3)2017 09.
Artículo en Inglés | MEDLINE | ID: mdl-28954781

RESUMEN

Patients with chronic obstructive pulmonary disease (COPD) often suffer episodes of exacerbation (ECOPD) that impact negatively the course of their disease. ECOPD are heterogeneous events of unclear pathobiology and non-specific diagnosis. Network analysis is a novel research approach that can help unravelling complex biological systems. We hypothesised that the comparison of multi-level (i.e., clinical, physiological, biological, imaging and microbiological) correlation networks determined during ECOPD and convalescence can yield novel patho-biologic information.In this proof-of-concept study we included 86 patients hospitalised because of ECOPD in a multicentre study in Spain. Patients were extensively characterised both during the first 72 h of hospitalisation and during clinical stability, at least 3 months after hospital discharge.We found that 1) episodes of ECOPD are characterised by disruption of the network correlation observed during convalescence; and 2) a panel of biomarkers that include increased levels of dyspnoea, circulating neutrophils and C-reactive protein (CRP) has a high predictive value for ECOPD diagnosis (AUC 0.97).We conclude that ECOPD 1) are characterised by disruption of network homeokinesis that exists during convalescence; and 2) can be identified objectively by using a panel of three biomarkers (dyspnoea, circulating neutrophils and CRP levels) frequently determined in clinical practice.


Asunto(s)
Proteína C-Reactiva/metabolismo , Progresión de la Enfermedad , Disnea/fisiopatología , Neutrófilos/metabolismo , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Anciano , Biomarcadores/metabolismo , Femenino , Hospitalización/estadística & datos numéricos , Humanos , Masculino , Persona de Mediana Edad , Modelos Teóricos , Análisis Multinivel , Valor Predictivo de las Pruebas , Prueba de Estudio Conceptual , Estudios Prospectivos , Curva ROC , Índice de Severidad de la Enfermedad , España
8.
Am J Respir Crit Care Med ; 193(11): 1242-53, 2016 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-26735770

RESUMEN

RATIONALE: Chronic obstructive pulmonary disease (COPD) is characterized by chronic airflow limitation caused by a combination of airways disease (bronchiolitis) and parenchymal destruction (emphysema), whose relative proportion varies from patient to patient. OBJECTIVES: To explore and contrast the molecular pathogenesis of emphysema and bronchiolitis in COPD. METHODS: We used network analysis of lung transcriptomics (Affymetrix arrays) in 70 former smokers with COPD to compare differential expression and gene coexpression in bronchiolitis and emphysema. MEASUREMENTS AND MAIN RESULTS: We observed that in emphysema (but not in bronchiolitis) (1) up-regulated genes were enriched in ontologies related to B-cell homing and activation; (2) the immune coexpression network had a central core of B cell-related genes; (3) B-cell recruitment and immunoglobulin transcription genes (CXCL13, CCL19, and POU2AF1) correlated with emphysema severity; (4) there were lymphoid follicles (CD20(+)IgM(+)) with active B cells (phosphorylated nuclear factor-κB p65(+)), proliferation markers (Ki-67(+)), and class-switched B cells (IgG(+)); and (5) both TNFRSF17 mRNA and B cell-activating factor protein were up-regulated. These findings were by and large reproduced in a group of patients with incipient emphysema and when patients with emphysema were matched for the severity of airflow limitation of those with bronchiolitis. CONCLUSIONS: Our study identifies enrichment in B cell-related genes in patients with COPD with emphysema that is absent in bronchiolitis. These observations contribute to a better understanding of COPD pathobiology and may open new therapeutic opportunities for patients with COPD.


Asunto(s)
Linfocitos B/inmunología , Perfilación de la Expresión Génica/métodos , Enfisema Pulmonar/inmunología , Anciano , Femenino , Humanos , Pulmón , Masculino , Persona de Mediana Edad
9.
Diabetologia ; 57(6): 1219-31, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24633677

RESUMEN

AIMS/HYPOTHESIS: Comprehensive characterisation of the interrelation between the peripancreatic adipose tissue and the pancreatic islets promises novel insights into the mechanisms that regulate beta cell adaptation to obesity. Here, we sought to determine the main pathways and key molecules mediating the crosstalk between these two tissues during adaptation to obesity by the way of an integrated inter-tissue, multi-platform analysis. METHODS: Wistar rats were fed a standard or cafeteria diet for 30 days. Transcriptomic variations by diet in islets and peripancreatic adipose tissue were examined through microarray analysis. The secretome from peripancreatic adipose tissue was subjected to a non-targeted metabolomic and proteomic analysis. Gene expression variations in islets were integrated with changes in peripancreatic adipose tissue gene expression and protein and metabolite secretion using an integrated inter-tissue pathway and network analysis. RESULTS: The highest level of data integration, linking genes differentially expressed in both tissues with secretome variations, allowed the identification of significantly enriched canonical pathways, such as the activation of liver/retinoid X receptors, triacylglycerol degradation, and regulation of inflammatory and immune responses, and underscored interaction network hubs, such as cholesterol and the fatty acid binding protein 4, which were unpredicted through single-tissue analysis and have not been previously implicated in the peripancreatic adipose tissue crosstalk with beta cells. CONCLUSIONS/INTERPRETATION: The integrated analysis reported here allowed the identification of novel mechanisms and key molecules involved in peripancreatic adipose tissue interrelation with beta cells during the development of obesity; this might help the development of novel strategies to prevent type 2 diabetes.


Asunto(s)
Tejido Adiposo/metabolismo , Islotes Pancreáticos/metabolismo , Obesidad/metabolismo , Animales , Masculino , Proteómica , Ratas , Ratas Wistar , Triglicéridos/metabolismo
10.
BMC Genomics ; 15: 91, 2014 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-24484525

RESUMEN

BACKGROUND: Mutations in the gene encoding thymidine kinase 2 (TK2) result in the myopathic form of mitochondrial DNA depletion syndrome which is a mitochondrial encephalomyopathy presenting in children. In order to unveil some of the mechanisms involved in this pathology and to identify potential biomarkers and therapeutic targets we have investigated the gene expression profile of human skeletal muscle deficient for TK2 using cDNA microarrays. RESULTS: We have analysed the whole transcriptome of skeletal muscle from patients with TK2 mutations and compared it to normal muscle and to muscle from patients with other mitochondrial myopathies. We have identified a set of over 700 genes which are differentially expressed in TK2 deficient muscle. Bioinformatics analysis reveals important changes in muscle metabolism, in particular, in glucose and glycogen utilisation, and activation of the starvation response which affects aminoacid and lipid metabolism. We have identified those transcriptional regulators which are likely to be responsible for the observed changes in gene expression. CONCLUSION: Our data point towards the tumor suppressor p53 as the regulator at the centre of a network of genes which are responsible for a coordinated response to TK2 mutations which involves inflammation, activation of muscle cell death by apoptosis and induction of growth and differentiation factor 15 (GDF-15) in muscle and serum. We propose that GDF-15 may represent a potential novel biomarker for mitochondrial dysfunction although further studies are required.


Asunto(s)
Perfilación de la Expresión Génica , Factor 15 de Diferenciación de Crecimiento/genética , Miopatías Mitocondriales/genética , Timidina Quinasa/genética , Proteína p53 Supresora de Tumor/metabolismo , Adolescente , Adulto , Biomarcadores/metabolismo , Caspasa 3/metabolismo , Niño , Preescolar , Biología Computacional , ADN Mitocondrial/genética , ADN Mitocondrial/metabolismo , Factor 15 de Diferenciación de Crecimiento/sangre , Factor 15 de Diferenciación de Crecimiento/metabolismo , Humanos , Lactante , Miopatías Mitocondriales/patología , Músculo Esquelético/metabolismo , Músculo Esquelético/patología , Transducción de Señal , Timidina Quinasa/metabolismo
11.
Am J Physiol Endocrinol Metab ; 306(1): E36-47, 2014 Jan 01.
Artículo en Inglés | MEDLINE | ID: mdl-24253047

RESUMEN

Pancreatic ß-cells play a central role in type 2 diabetes (T2D) development, which is characterized by the progressive decline of the functional ß-cell mass that is associated mainly with increased ß-cell apoptosis. Thus, understanding how to enhance survival of ß-cells is key for the management of T2D. The insulin receptor substrate-2 (IRS-2) protein is pivotal in mediating the insulin/IGF signaling pathway in ß-cells. In fact, IRS-2 is critically required for ß-cell compensation in conditions of increased insulin demand and for ß-cell survival. Tungstate is a powerful antidiabetic agent that has been shown to promote ß-cell recovery in toxin-induced diabetic rodent models. In this study, we investigated whether tungstate could prevent the onset of diabetes in a scenario of dysregulated insulin/IGF signaling and massive ß-cell death. To this end, we treated mice deficient in IRS2 (Irs2(-/-)), which exhibit severe ß-cell loss, with tungstate for 3 wk. Tungstate normalized glucose tolerance in Irs2(-/-) mice in correlation with increased ß-cell mass, increased ß-cell replication, and a striking threefold reduction in ß-cell apoptosis. Islets from treated Irs2(-/-) exhibited increased phosphorylated Erk1/2. Interestingly, tungstate repressed apoptosis-related genes in Irs2(-/-) islets in vitro, and ERK1/2 blockade abolished some of these effects. Gene expression profiling showed evidence of a broad impact of tungstate on cell death pathways in islets from Irs2(-/-) mice, consistent with reduced apoptotic rates. Our results support the finding that ß-cell death can be arrested in the absence of IRS2 and that therapies aimed at reversing ß-cell mass decline are potential strategies to prevent the progression to T2D.


Asunto(s)
Hipoglucemiantes/administración & dosificación , Proteínas Sustrato del Receptor de Insulina/deficiencia , Proteínas Sustrato del Receptor de Insulina/fisiología , Células Secretoras de Insulina/efectos de los fármacos , Compuestos de Tungsteno/administración & dosificación , Animales , Apoptosis/efectos de los fármacos , Apoptosis/genética , Supervivencia Celular/efectos de los fármacos , Diabetes Mellitus Tipo 2/prevención & control , Regulación hacia Abajo/efectos de los fármacos , Intolerancia a la Glucosa/tratamiento farmacológico , Células Secretoras de Insulina/fisiología , Hígado/metabolismo , Sistema de Señalización de MAP Quinasas/efectos de los fármacos , Sistema de Señalización de MAP Quinasas/fisiología , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Fosforilación/efectos de los fármacos , Transducción de Señal
12.
J Transl Med ; 12 Suppl 2: S10, 2014 Nov 28.
Artículo en Inglés | MEDLINE | ID: mdl-25472554

RESUMEN

This article describes a Digital Health Framework (DHF), benefitting from the lessons learnt during the three-year life span of the FP7 Synergy-COPD project. The DHF aims to embrace the emerging requirements--data and tools--of applying systems medicine into healthcare with a three-tier strategy articulating formal healthcare, informal care and biomedical research. Accordingly, it has been constructed based on three key building blocks, namely, novel integrated care services with the support of information and communication technologies, a personal health folder (PHF) and a biomedical research environment (DHF-research). Details on the functional requirements and necessary components of the DHF-research are extensively presented. Finally, the specifics of the building blocks strategy for deployment of the DHF, as well as the steps toward adoption are analyzed. The proposed architectural solutions and implementation steps constitute a pivotal strategy to foster and enable 4P medicine (Predictive, Preventive, Personalized and Participatory) in practice and should provide a head start to any community and institution currently considering to implement a biomedical research platform.


Asunto(s)
Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Investigación Biomédica Traslacional/métodos , Toma de Decisiones , Sistemas de Apoyo a Decisiones Clínicas , Registros Electrónicos de Salud , Europa (Continente) , Registros de Salud Personal , Humanos , Desarrollo de Programa , Proyectos de Investigación , Programas Informáticos
13.
J Transl Med ; 12 Suppl 2: S3, 2014 Nov 28.
Artículo en Inglés | MEDLINE | ID: mdl-25472887

RESUMEN

BACKGROUND AND HYPOTHESIS: Heterogeneity in clinical manifestations and disease progression in Chronic Obstructive Pulmonary Disease (COPD) lead to consequences for patient health risk assessment, stratification and management. Implicit with the classical "spill over" hypothesis is that COPD heterogeneity is driven by the pulmonary events of the disease. Alternatively, we hypothesized that COPD heterogeneities result from the interplay of mechanisms governing three conceptually different phenomena: 1) pulmonary disease, 2) systemic effects of COPD and 3) co-morbidity clustering, each of them with their own dynamics. OBJECTIVE AND METHOD: To explore the potential of a systems analysis of COPD heterogeneity focused on skeletal muscle dysfunction and on co-morbidity clustering aiming at generating predictive modeling with impact on patient management. To this end, strategies combining deterministic modeling and network medicine analyses of the Biobridge dataset were used to investigate the mechanisms of skeletal muscle dysfunction. An independent data driven analysis of co-morbidity clustering examining associated genes and pathways was performed using a large dataset (ICD9-CM data from Medicare, 13 million people). Finally, a targeted network analysis using the outcomes of the two approaches (skeletal muscle dysfunction and co-morbidity clustering) explored shared pathways between these phenomena. RESULTS: (1) Evidence of abnormal regulation of skeletal muscle bioenergetics and skeletal muscle remodeling showing a significant association with nitroso-redox disequilibrium was observed in COPD; (2) COPD patients presented higher risk for co-morbidity clustering than non-COPD patients increasing with ageing; and, (3) the on-going targeted network analyses suggests shared pathways between skeletal muscle dysfunction and co-morbidity clustering. CONCLUSIONS: The results indicate the high potential of a systems approach to address COPD heterogeneity. Significant knowledge gaps were identified that are relevant to shape strategies aiming at fostering 4P Medicine for patients with COPD.


Asunto(s)
Enfermedad Pulmonar Obstructiva Crónica/diagnóstico , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Análisis por Conglomerados , Comorbilidad , Citocinas/sangre , Sistemas de Apoyo a Decisiones Clínicas , Perfilación de la Expresión Génica , Humanos , Enfermedades Pulmonares/fisiopatología , Lesión Pulmonar/fisiopatología , Músculo Esquelético/fisiopatología , Oxidación-Reducción , Estrés Oxidativo , Oxígeno/química , Consumo de Oxígeno , Medición de Riesgo , Resultado del Tratamiento
14.
Nutrients ; 15(5)2023 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-36904241

RESUMEN

Childhood obesity increases the risk of developing metabolic syndrome later in life. Moreover, metabolic dysfunction may be inherited into the following generation through non-genomic mechanisms, with epigenetics as a plausible candidate. The pathways involved in the development of metabolic dysfunction across generations in the context of childhood obesity remain largely unexplored. We have developed a mouse model of early adiposity by reducing litter size at birth (small litter group, SL: 4 pups/dam; control group, C: 8 pups/dam). Mice raised in small litters (SL) developed obesity, insulin resistance and hepatic steatosis with aging. Strikingly, the offspring of SL males (SL-F1) also developed hepatic steatosis. Paternal transmission of an environmentally induced phenotype strongly suggests epigenetic inheritance. We analyzed the hepatic transcriptome in C-F1 and SL-F1 mice to identify pathways involved in the development of hepatic steatosis. We found that the circadian rhythm and lipid metabolic process were the ontologies with highest significance in the liver of SL-F1 mice. We explored whether DNA methylation and small non-coding RNAs might be involved in mediating intergenerational effects. Sperm DNA methylation was largely altered in SL mice. However, these changes did not correlate with the hepatic transcriptome. Next, we analyzed small non-coding RNA content in the testes of mice from the parental generation. Two miRNAs (miR-457 and miR-201) appeared differentially expressed in the testes of SL-F0 mice. They are known to be expressed in mature spermatozoa, but not in oocytes nor early embryos, and they may regulate the transcription of lipogenic genes, but not clock genes, in hepatocytes. Hence, they are strong candidates to mediate the inheritance of adult hepatic steatosis in our murine model. In conclusion, litter size reduction leads to intergenerational effects through non-genomic mechanisms. In our model, DNA methylation does not seem to play a role on the circadian rhythm nor lipid genes. However, at least two paternal miRNAs might influence the expression of a few lipid-related genes in the first-generation offspring, F1.


Asunto(s)
Hígado Graso , MicroARNs , Obesidad Infantil , Masculino , Ratones , Animales , Modelos Animales de Enfermedad , Semen , Epigénesis Genética , Metilación de ADN , Lípidos
15.
J Cell Physiol ; 227(4): 1721-30, 2012 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21688264

RESUMEN

Glucocorticoids influence post-natal mammary gland development by sequentially controlling cell proliferation, differentiation, and apoptosis. In the mammary gland, it has been demonstrated that glucocorticoid treatment inhibits epithelial apoptosis in post-lactating glands. In this study, our first goal was to identify new glucocorticoid target genes that could be involved in generating this effect. Expression profiling, by microarray analysis, revealed that expression of several cell-cycle control genes was altered by dexamethasone (DEX) treatment after lactation. Importantly, it was determined that not only the exogenous synthetic hormone, but also the endogenous glucocorticoids regulated the expression of these genes. Particularly, we found that the expression of cell cycle inhibitors p21CIP1, p18INK4c, and Atm was differentially regulated by glucocorticoids through the successive stages of mammary gland development. In undifferentiated cells, DEX treatment induced their expression and reduced cell proliferation, while in differentiated cells this hormone repressed expression of those cell cycle inhibitors and promoted survival. Therefore, differentiation status determined the effect of glucocorticoids on mammary cell fate. Particularly, we have determined that p21CIP1 inhibition would mediate the activity of these hormones in differentiated mammary cells because over-expression of this protein blocked DEX-induced apoptosis protection. Together, our data suggest that the multiple roles played by glucocorticoids in mammary gland development and function might be at least partially due to the alternative roles that these hormones play on the expression of cell cycle regulators.


Asunto(s)
Dexametasona/farmacología , Glucocorticoides/farmacología , Glándulas Mamarias Animales/citología , Glándulas Mamarias Animales/efectos de los fármacos , Animales , Proteínas de la Ataxia Telangiectasia Mutada , Ciclo Celular/efectos de los fármacos , Ciclo Celular/genética , Proteínas de Ciclo Celular/genética , Diferenciación Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Inhibidor p18 de las Quinasas Dependientes de la Ciclina/genética , Inhibidor p21 de las Quinasas Dependientes de la Ciclina/genética , Proteínas de Unión al ADN/genética , Células Epiteliales/citología , Células Epiteliales/efectos de los fármacos , Células Epiteliales/metabolismo , Femenino , Regulación del Desarrollo de la Expresión Génica/efectos de los fármacos , Lactancia/efectos de los fármacos , Lactancia/genética , Glándulas Mamarias Animales/crecimiento & desarrollo , Glándulas Mamarias Animales/metabolismo , Ratones , Ratones Endogámicos BALB C , Proteínas Serina-Treonina Quinasas/genética , Proteínas Supresoras de Tumor/genética
16.
Hum Reprod ; 27(5): 1431-8, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22353264

RESUMEN

BACKGROUND: Alterations in RNAs present in sperm have been identified using microarrays in teratozoospermic patients and in other types of infertile patients. However, so far, there have been no reports on using microarrays to determine the RNA content of sperm from asthenozoospermic patients. METHODS: We started the present project with the goal of characterizing the RNA abundance in the sperm cells of asthenozoospermic patients when compared with controls. To reach this objective, we initially selected four normal fertile donors and four asthenozoospermic infertile patients. Equal amounts of RNA were extracted from the sperm samples, subjected to different quality controls and hybridized to the Affymetrix U133 Plus version 2 arrays. RESULTS: Several transcripts were identified that were present in different abundance in patients compared with controls. Subsequently, we validated the differential expression of three of the detected transcripts (ANXA2, BRD2 and OAZ3), using real-time PCR in a larger set of samples. A positive correlation between the expression of these transcripts and progressive motility was observed. CONCLUSIONS: The sperm cells of asthenozoospermic patients contain an altered amount of some RNAs as detected using microarray analysis and subsequently validated using real-time PCR. These results open up the possibility to investigate the implication of these genes in the pathogenic mechanisms in asthenozoospermia and to consider their potential utility as infertility biomarkers.


Asunto(s)
Astenozoospermia/genética , ARN Mensajero/metabolismo , Adulto , Anexina A2/genética , Anexina A2/metabolismo , Proteínas Portadoras/genética , Proteínas Portadoras/metabolismo , Humanos , Péptidos y Proteínas de Señalización Intracelular , Masculino , Análisis de Secuencia por Matrices de Oligonucleótidos , Protaminas/genética , Protaminas/metabolismo , Proteínas Serina-Treonina Quinasas/genética , Proteínas Serina-Treonina Quinasas/metabolismo , ARN Mensajero/química , Reacción en Cadena en Tiempo Real de la Polimerasa , Motilidad Espermática/genética , Factores de Transcripción
17.
Cell Microbiol ; 13(1): 109-22, 2011 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-20923452

RESUMEN

Knowledge of the dynamic features of the processes driven by malaria parasites in the spleen is lacking. To gain insight into the function and structure of the spleen in malaria, we have implemented intravital microscopy and magnetic resonance imaging of the mouse spleen in experimental infections with non-lethal (17X) and lethal (17XL) Plasmodium yoelii strains. Noticeably, there was higher parasite accumulation, reduced motility, loss of directionality, increased residence time and altered magnetic resonance only in the spleens of mice infected with 17X. Moreover, these differences were associated with the formation of a strain-specific induced spleen tissue barrier of fibroblastic origin, with red pulp macrophage-clearance evasion and with adherence of infected red blood cells to this barrier. Our data suggest that in this reticulocyte-prone non-lethal rodent malaria model, passage through the spleen is different from what is known in other Plasmodium species and open new avenues for functional/structural studies of this lymphoid organ in malaria.


Asunto(s)
Eritrocitos/parasitología , Macrófagos/parasitología , Malaria/patología , Plasmodium yoelii/patogenicidad , Enfermedades de los Roedores/patología , Bazo/patología , Bazo/parasitología , Animales , Femenino , Evasión Inmune , Malaria/inmunología , Malaria/parasitología , Ratones , Ratones Endogámicos BALB C , Plasmodium yoelii/inmunología , Enfermedades de los Roedores/inmunología , Enfermedades de los Roedores/parasitología , Bazo/inmunología
18.
PLoS Comput Biol ; 7(9): e1002129, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-21909251

RESUMEN

Chronic Obstructive Pulmonary Disease (COPD) is an inflammatory process of the lung inducing persistent airflow limitation. Extensive systemic effects, such as skeletal muscle dysfunction, often characterize these patients and severely limit life expectancy. Despite considerable research efforts, the molecular basis of muscle degeneration in COPD is still a matter of intense debate. In this study, we have applied a network biology approach to model the relationship between muscle molecular and physiological response to training and systemic inflammatory mediators. Our model shows that failure to co-ordinately activate expression of several tissue remodelling and bioenergetics pathways is a specific landmark of COPD diseased muscles. Our findings also suggest that this phenomenon may be linked to an abnormal expression of a number of histone modifiers, which we discovered correlate with oxygen utilization. These observations raised the interesting possibility that cell hypoxia may be a key factor driving skeletal muscle degeneration in COPD patients.


Asunto(s)
Músculo Esquelético/fisiopatología , Enfermedad Pulmonar Obstructiva Crónica/fisiopatología , Biología de Sistemas/métodos , Anciano , Animales , Hipoxia de la Célula/fisiología , Citocinas/sangre , Metabolismo Energético , Femenino , Perfilación de la Expresión Génica , Histonas/genética , Histonas/metabolismo , Humanos , Interleucina-1beta/farmacología , Masculino , Redes y Vías Metabólicas , Ratones , Ratones Endogámicos C57BL , Persona de Mediana Edad , Músculo Esquelético/metabolismo , Consumo de Oxígeno , Enfermedad Pulmonar Obstructiva Crónica/metabolismo , ARN Mensajero/biosíntesis , ARN Mensajero/genética , Regulación hacia Arriba/efectos de los fármacos
19.
Mem Inst Oswaldo Cruz ; 107(3): 410-5, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-22510838

RESUMEN

The spleen plays a crucial role in the development of immunity to malaria, but the role of pattern recognition receptors (PRRs) in splenic effector cells during malaria infection is poorly understood. In the present study, we analysed the expression of selected PRRs in splenic effector cells from BALB/c mice infected with the lethal and non-lethal Plasmodium yoelii strains 17XL and 17X, respectively, and the non-lethal Plasmodium chabaudi chabaudi AS strain. The results of these experiments showed fewer significant changes in the expression of PRRs in AS-infected mice than in 17X and 17XL-infected mice. Mannose receptor C type 2 (MRC2) expression increased with parasitemia, whereas Toll-like receptors and sialoadhesin (Sn) decreased in mice infected with P. chabaudi AS. In contrast, MRC type 1 (MRC1), MRC2 and EGF-like module containing mucin-like hormone receptor-like sequence 1 (F4/80) expression decreased with parasitemia in mice infected with 17X, whereas MRC1 an MRC2 increased and F4/80 decreased in mice infected with 17XL. Furthermore, macrophage receptor with collagenous structure and CD68 declined rapidly after initial parasitemia. SIGNR1 and Sn expression demonstrated minor variations in the spleens of mice infected with either strain. Notably, macrophage scavenger receptor (Msr1) and dendritic cell-associated C-type lectin 2 expression increased at both the transcript and protein levels in 17XL-infected mice with 50% parasitemia. Furthermore, the increased lethality of 17X infection in Msr1 -/- mice demonstrated a protective role for Msr1. Our results suggest a dual role for these receptors in parasite clearance and protection in 17X infection and lethality in 17XL infection.


Asunto(s)
Lectinas Tipo C/inmunología , Malaria/parasitología , Lectinas de Unión a Manosa/inmunología , Plasmodium chabaudi/inmunología , Plasmodium yoelii/inmunología , Receptores de Superficie Celular/inmunología , Receptores Depuradores/inmunología , Bazo/parasitología , Receptores Toll-Like/inmunología , Animales , Femenino , Citometría de Flujo , Lectinas Tipo C/genética , Malaria/inmunología , Receptor de Manosa , Lectinas de Unión a Manosa/genética , Ratones , Ratones Endogámicos BALB C , Análisis por Micromatrices , Parasitemia/inmunología , Receptores de Superficie Celular/genética , Receptores Depuradores/genética , Bazo/inmunología , Receptores Toll-Like/genética
20.
Mol Metab ; 45: 101162, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33422644

RESUMEN

Childhood obesity is a strong risk factor for adult obesity, type 2 diabetes, and cardiovascular disease. The mechanisms that link early adiposity with late-onset chronic diseases are poorly characterised. We developed a mouse model of early adiposity through litter size reduction. Mice reared in small litters (SLs) developed obesity, insulin resistance, and hepatic steatosis during adulthood. The liver played a major role in the development of the disease. OBJECTIVE: To gain insight into the molecular mechanisms that link early development and childhood obesity with adult hepatic steatosis and insulin resistance. METHODS: We analysed the hepatic transcriptome (Affymetrix) of control and SL mice to uncover potential pathways involved in the long-term programming of disease in our model. RESULTS: The circadian rhythm was the most significantly deregulated Gene Ontology term in the liver of adult SL mice. Several core clock genes, such as period 1-3 and cryptochrome 1-2, were altered in two-week-old SL mice and remained altered throughout their life course until they reached 4-6 months of age. Defective circadian rhythm was restricted to the periphery since the expression of clock genes in the hypothalamus, the central pacemaker, was normal. The period-cryptochrome genes were primarily entrained by dietary signals. Hence, restricting food availability during the light cycle only uncoupled the central rhythm from the peripheral and completely normalised hepatic triglyceride content in adult SL mice. This effect was accompanied by better re-alignment of the hepatic period genes, suggesting that they might have played a causal role in mediating hepatic steatosis in the adult SL mice. Functional downregulation of Per2 in hepatocytes in vitro confirmed that the period genes regulated lipid-related genes in part through peroxisome proliferator-activated receptor alpha (Ppara). CONCLUSIONS: The hepatic circadian rhythm matures during early development, from birth to postnatal day 30. Hence, nutritional challenges during early life may misalign the hepatic circadian rhythm and secondarily lead to metabolic derangements. Specific time-restricted feeding interventions improve metabolic health in the context of childhood obesity by partially re-aligning the peripheral circadian rhythm.


Asunto(s)
Ritmo Circadiano/fisiología , Lactancia , Hígado/metabolismo , Enfermedad del Hígado Graso no Alcohólico/metabolismo , Adiposidad , Adulto , Animales , Ritmo Circadiano/genética , Diabetes Mellitus Tipo 2/metabolismo , Ayuno , Femenino , Humanos , Hipotálamo/metabolismo , Recién Nacido , Resistencia a la Insulina/fisiología , Enfermedades Metabólicas/metabolismo , Ratones , Ratones Endogámicos ICR , Enfermedad del Hígado Graso no Alcohólico/genética , Obesidad/metabolismo , Obesidad Infantil
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