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1.
Cell ; 154(3): 691-703, 2013 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-23890820

RESUMEN

Large numbers of inbred laboratory rat strains have been developed for a range of complex disease phenotypes. To gain insights into the evolutionary pressures underlying selection for these phenotypes, we sequenced the genomes of 27 rat strains, including 11 models of hypertension, diabetes, and insulin resistance, along with their respective control strains. Altogether, we identified more than 13 million single-nucleotide variants, indels, and structural variants across these rat strains. Analysis of strain-specific selective sweeps and gene clusters implicated genes and pathways involved in cation transport, angiotensin production, and regulators of oxidative stress in the development of cardiovascular disease phenotypes in rats. Many of the rat loci that we identified overlap with previously mapped loci for related traits in humans, indicating the presence of shared pathways underlying these phenotypes in rats and humans. These data represent a step change in resources available for evolutionary analysis of complex traits in disease models.


Asunto(s)
Ratas/clasificación , Ratas/genética , Animales , Modelos Animales de Enfermedad , Genoma , Fenotipo , Filogenia , Polimorfismo de Nucleótido Simple , Ratas Endogámicas
2.
Circ Res ; 128(7): 1100-1118, 2021 04 02.
Artículo en Inglés | MEDLINE | ID: mdl-33793339

RESUMEN

Hypertension remains the largest modifiable cause of mortality worldwide despite the availability of effective medications and sustained research efforts over the past 100 years. Hypertension requires transformative solutions that can help reduce the global burden of the disease. Artificial intelligence and machine learning, which have made a substantial impact on our everyday lives over the last decade may be the route to this transformation. However, artificial intelligence in health care is still in its nascent stages and realizing its potential requires numerous challenges to be overcome. In this review, we provide a clinician-centric perspective on artificial intelligence and machine learning as applied to medicine and hypertension. We focus on the main roadblocks impeding implementation of this technology in clinical care and describe efforts driving potential solutions. At the juncture, there is a critical requirement for clinical and scientific expertise to work in tandem with algorithmic innovation followed by rigorous validation and scrutiny to realize the promise of artificial intelligence-enabled health care for hypertension and other chronic diseases.


Asunto(s)
Inteligencia Artificial , Hipertensión/diagnóstico , Lesión Renal Aguda/diagnóstico , Retinopatía Diabética/diagnóstico , Humanos , Hipertensión/genética , Hipertensión/terapia , Aprendizaje Automático , Participación de los Interesados
3.
BMC Med Res Methodol ; 23(1): 131, 2023 05 27.
Artículo en Inglés | MEDLINE | ID: mdl-37245005

RESUMEN

BACKGROUND: The recent progress in molecular biology generates an increasing interest in investigating molecular biomarkers as markers of response to treatments. The present work is motivated by a study, where the objective was to explore the potential of the molecular biomarkers of renin-angiotensin-aldosterone system (RAAS) to identify the undertaken antihypertensive treatments in the general population. Population-based studies offer an opportunity to assess the effectiveness of treatments in real-world scenarios. However, lack of quality documentation, especially when electronic health record linkage is unavailable, leads to inaccurate reporting and classification bias. METHOD: We present a machine learning clustering technique to determine the potential of measured RAAS biomarkers for the identification of undertaken treatments in the general population. The biomarkers were simultaneously determined through a novel mass-spectrometry analysis in 800 participants of the Cooperative Health Research In South Tyrol (CHRIS) study with documented antihypertensive treatments. We assessed the agreement, sensitivity and specificity of the resulting clusters against known treatment types. Through the lasso penalized regression, we identified clinical characteristics associated with the biomarkers, accounting for the effects of cluster and treatment classifications. RESULTS: We identified three well-separated clusters: cluster 1 (n = 444) preferentially including individuals not receiving RAAS-targeting drugs; cluster 2 (n = 235) identifying angiotensin type 1 receptor blockers (ARB) users (weighted kappa κw = 74%; sensitivity = 73%; specificity = 83%); and cluster 3 (n = 121) well discriminating angiotensin-converting enzyme inhibitors (ACEi) users (κw = 81%; sensitivity = 55%; specificity = 90%). Individuals in clusters 2 and 3 had higher frequency of diabetes as well as higher fasting glucose and BMI levels. Age, sex and kidney function were strong predictors of the RAAS biomarkers independently of the cluster structure. CONCLUSIONS: Unsupervised clustering of angiotensin-based biomarkers is a viable technique to identify individuals on specific antihypertensive treatments, pointing to a potential application of the biomarkers as useful clinical diagnostic tools even outside of a controlled clinical setting.


Asunto(s)
Angiotensinas , Antihipertensivos , Humanos , Antihipertensivos/uso terapéutico , Inhibidores de la Enzima Convertidora de Angiotensina/uso terapéutico , Antagonistas de Receptores de Angiotensina/uso terapéutico , Análisis por Conglomerados , Biomarcadores
4.
Mol Psychiatry ; 25(10): 2392-2409, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-30617275

RESUMEN

Smoking is a major heritable and modifiable risk factor for many diseases, including cancer, common respiratory disorders and cardiovascular diseases. Fourteen genetic loci have previously been associated with smoking behaviour-related traits. We tested up to 235,116 single nucleotide variants (SNVs) on the exome-array for association with smoking initiation, cigarettes per day, pack-years, and smoking cessation in a fixed effects meta-analysis of up to 61 studies (up to 346,813 participants). In a subset of 112,811 participants, a further one million SNVs were also genotyped and tested for association with the four smoking behaviour traits. SNV-trait associations with P < 5 × 10-8 in either analysis were taken forward for replication in up to 275,596 independent participants from UK Biobank. Lastly, a meta-analysis of the discovery and replication studies was performed. Sixteen SNVs were associated with at least one of the smoking behaviour traits (P < 5 × 10-8) in the discovery samples. Ten novel SNVs, including rs12616219 near TMEM182, were followed-up and five of them (rs462779 in REV3L, rs12780116 in CNNM2, rs1190736 in GPR101, rs11539157 in PJA1, and rs12616219 near TMEM182) replicated at a Bonferroni significance threshold (P < 4.5 × 10-3) with consistent direction of effect. A further 35 SNVs were associated with smoking behaviour traits in the discovery plus replication meta-analysis (up to 622,409 participants) including a rare SNV, rs150493199, in CCDC141 and two low-frequency SNVs in CEP350 and HDGFRP2. Functional follow-up implied that decreased expression of REV3L may lower the probability of smoking initiation. The novel loci will facilitate understanding the genetic aetiology of smoking behaviour and may lead to the identification of potential drug targets for smoking prevention and/or cessation.


Asunto(s)
Sitios Genéticos , Fumar/genética , Bancos de Muestras Biológicas , Bases de Datos Factuales , Europa (Continente)/etnología , Exoma , Femenino , Humanos , Masculino , Polimorfismo de Nucleótido Simple/genética , Reino Unido
5.
Hum Mol Genet ; 26(12): 2346-2363, 2017 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-28379579

RESUMEN

Resting heart rate is a heritable trait, and an increase in heart rate is associated with increased mortality risk. Genome-wide association study analyses have found loci associated with resting heart rate, at the time of our study these loci explained 0.9% of the variation. This study aims to discover new genetic loci associated with heart rate from Exome Chip meta-analyses.Heart rate was measured from either elecrtrocardiograms or pulse recordings. We meta-analysed heart rate association results from 104 452 European-ancestry individuals from 30 cohorts, genotyped using the Exome Chip. Twenty-four variants were selected for follow-up in an independent dataset (UK Biobank, N = 134 251). Conditional and gene-based testing was undertaken, and variants were investigated with bioinformatics methods.We discovered five novel heart rate loci, and one new independent low-frequency non-synonymous variant in an established heart rate locus (KIAA1755). Lead variants in four of the novel loci are non-synonymous variants in the genes C10orf71, DALDR3, TESK2 and SEC31B. The variant at SEC31B is significantly associated with SEC31B expression in heart and tibial nerve tissue. Further candidate genes were detected from long-range regulatory chromatin interactions in heart tissue (SCD, SLF2 and MAPK8). We observed significant enrichment in DNase I hypersensitive sites in fetal heart and lung. Moreover, enrichment was seen for the first time in human neuronal progenitor cells (derived from embryonic stem cells) and fetal muscle samples by including our novel variants.Our findings advance the knowledge of the genetic architecture of heart rate, and indicate new candidate genes for follow-up functional studies.


Asunto(s)
Frecuencia Cardíaca/genética , Adulto , Alelos , Exoma , Femenino , Frecuencia de los Genes/genética , Sitios Genéticos , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo/métodos , Genotipo , Frecuencia Cardíaca/fisiología , Humanos , Masculino , Persona de Mediana Edad , Análisis de Secuencia por Matrices de Oligonucleótidos , Polimorfismo de Nucleótido Simple/genética , Factores de Riesgo , Población Blanca/genética
6.
Physiol Genomics ; 50(11): 964-972, 2018 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-30216136

RESUMEN

Previously, our comprehensive cardiovascular characterization study validated Uromodulin as a blood pressure gene. Uromodulin is a glycoprotein exclusively synthesized at the thick ascending limb of the loop of Henle and is encoded by the Umod gene. Umod-/- mice have significantly lower blood pressure than Umod+/+ mice, are resistant to salt-induced changes in blood pressure, and show a leftward shift in pressure-natriuresis curves reflecting changes of sodium reabsorption. Salt stress triggers transcription factors and genes that alter renal sodium reabsorption. To date there are no studies on renal transcriptome responses to salt stress. Here we aimed use RNA-Seq to delineate salt stress pathways in tubules isolated from Umod+/+ mice (a model of sodium retention) and Umod-/- mice (a model of sodium depletion) ± 300 mosmol sodium chloride ( n = 3 per group). In response to salt stress, the tubules of Umod+/+ mice displayed an upregulation of heat shock transcripts. The greatest changes occurred in the expression of: Hspa1a (Log2 fold change 4.35, P = 2.48 e-12) and Hspa1b (Log2 fold change 4.05, P = 2.48 e-12). This response was absent in tubules of Umod-/- mice. Interestingly, seven of the genes discordantly expressed in the Umod-/- tubules were electrolyte transporters. Our results are the first to show that salt stress in renal tubules alters the transcriptome, increasing the expression of heat shock genes. This direction of effect in Umod+/+ tubules suggest the difference is due to the presence of Umod facilitating greater sodium entry into the tubule cell reflecting a specific response to salt stress.


Asunto(s)
Respuesta al Choque Térmico/genética , Túbulos Renales/fisiología , Estrés Salino/genética , Uromodulina/genética , Animales , Regulación de la Expresión Génica , Proteínas HSP70 de Choque Térmico/genética , Asa de la Nefrona/fisiología , Masculino , Ratones Mutantes , Regulación hacia Arriba
7.
Hum Mol Genet ; 25(18): 4094-4106, 2016 09 15.
Artículo en Inglés | MEDLINE | ID: mdl-27466198

RESUMEN

It has been hypothesized that low frequency (1-5% minor allele frequency (MAF)) and rare (<1% MAF) variants with large effect sizes may contribute to the missing heritability in complex traits. Here, we report an association analysis of lipid traits (total cholesterol, LDL-cholesterol, HDL-cholesterol triglycerides) in up to 27 312 individuals with a comprehensive set of low frequency coding variants (ExomeChip), combined with conditional analysis in the known lipid loci. No new locus reached genome-wide significance. However, we found a new lead variant in 26 known lipid association regions of which 16 were >1000-fold more significant than the previous sentinel variant and not in close LD (six had MAF <5%). Furthermore, conditional analysis revealed multiple independent signals (ranging from 1 to 5) in a third of the 98 lipid loci tested, including rare variants. Addition of our novel associations resulted in between 1.5- and 2.5-fold increase in the proportion of heritability explained for the different lipid traits. Our findings suggest that rare coding variants contribute to the genetic architecture of lipid traits.


Asunto(s)
HDL-Colesterol/genética , LDL-Colesterol/genética , Metabolismo de los Lípidos/genética , Lípidos/genética , Adolescente , Adulto , Anciano , Niño , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Exoma/genética , Frecuencia de los Genes , Estudio de Asociación del Genoma Completo , Humanos , Lípidos/sangre , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple , Triglicéridos/sangre , Triglicéridos/genética , Población Blanca
8.
Clin Sci (Lond) ; 132(12): 1315-1328, 2018 06 29.
Artículo en Inglés | MEDLINE | ID: mdl-29632138

RESUMEN

BACKGROUND: The effect of salt on cerebral small vessel disease (SVD) is poorly understood. We assessed the effect of dietary salt on cerebral tissue of the stroke-prone spontaneously hypertensive rat (SHRSP) - a relevant model of sporadic SVD - at both the gene and protein level. Methods: Brains from 21-week-old SHRSP and Wistar-Kyoto rats, half additionally salt-loaded (via a 3-week regime of 1% NaCl in drinking water), were split into two hemispheres and sectioned coronally - one hemisphere for mRNA microarray and qRT-PCR, the other for immunohistochemistry using a panel of antibodies targeting components of the neurovascular unit. Results: We observed differences in gene and protein expression affecting the acute phase pathway and oxidative stress (ALB, AMBP, APOH, AHSG and LOC100129193, up-regulated in salt-loaded WKY versus WKY, >2-fold), active microglia (increased Iba-1 protein expression in salt-loaded SHRSP versus salt-loaded WKY, p<0.05), vascular structure (ACTB and CTNNB, up-regulated in salt-loaded SHRSP versus SHRSP, >3-fold; CLDN-11, VEGF and VGF down-regulated >2-fold in salt-loaded SHRSP versus SHRSP) and myelin integrity (MBP down-regulated in salt loaded WKY rats versus WKY, >2.5-fold). Changes of salt-loading were more pronounced in SHRSP and occurred without an increase in blood pressure in WKY rats. CONCLUSION: Salt exposure induced changes in gene and protein expression in an experimental model of SVD and its parent rat strain in multiple pathways involving components of the glio-vascular unit. Further studies in pertinent experimental models at different ages would help clarify the short- and long-term effect of dietary salt in SVD.


Asunto(s)
Encéfalo/metabolismo , Enfermedades de los Pequeños Vasos Cerebrales/metabolismo , Regulación de la Expresión Génica/efectos de los fármacos , Cloruro de Sodio Dietético/farmacología , Animales , Presión Sanguínea/efectos de los fármacos , Modelos Animales de Enfermedad , Masculino , Estrés Oxidativo , Ratas Endogámicas SHR , Ratas Endogámicas WKY , Regulación hacia Arriba/efectos de los fármacos
9.
Nephrol Dial Transplant ; 33(3): 426-435, 2018 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-28992257

RESUMEN

Background: Inflammation is a hallmark of chronic kidney disease (CKD) and stimulates glomerular expression of vascular adhesion molecules (VCAMs). We investigated in a general population whether estimated glomerular filtration rate (eGFR) is associated with circulating adhesion molecules, inflammation markers or both. Methods: We measured serum levels of five adhesion molecules [VCAM-1, intracellular adhesion molecule-1 (ICAM-1), P-selectin, E-selectin and monocyte chemoattractant protein-1 (MCP-1)] and seven inflammation markers [C-reactive protein (CRP), neutrophil gelatinase-associated lipocalin (NGAL), tumour necrosis factor receptor 1 (TNF-R1), TNF-α, interleukin 6 (IL-6), IL-8 and vascular endothelial growth factor] in 1338 randomly recruited people (50.8% women, mean age 51.7 years, eGFR 79.9 mL/min/1.73 m2). Results: In multivariable-adjusted analyses, eGFR decreased (P ≤ 0.004) with higher VCAM-1 (association size expressed in mL/min/1.73 m2 for a doubling of the marker, -2.99), MCP-1 (-1.19), NGAL (-1.19), TNF receptor 1 (-2.78), TNF-α (-2.28) and IL-6 (-0.94). The odds ratios of having eGFR <60 versus ≥60 mL/min/1.73 m2 (n = 138 versus 1200) were significant (P ≤ 0.001) for VCAM-1 (1.77), MCP-1 (1.32), NGAL (1.26), TNF-R1 (1.49), TNF-α (1.45) and IL-6 (1.20). Compared with 24-h albuminuria, VCAM-1 increased (P <0.0001) the area under the curve from 0.57 to 0.65, MCP-1 to 0.67 and TNF-R1 to 0.79, but TNF-R1 outperformed both adhesion molecules (P < 0.0001). Conclusions: In a general population, eGFR is inversely associated with circulating adhesion molecules VCAM-1 and MCP-1 and several inflammation markers, but inflammation markers, in particular TNF-R1 and TNF-α, identify patients with eGFR <60 mL/min/1.73 m2 more accurately.


Asunto(s)
Biomarcadores/sangre , Moléculas de Adhesión Celular/sangre , Tasa de Filtración Glomerular , Mediadores de Inflamación/sangre , Inflamación/diagnóstico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Bélgica/epidemiología , Estudios Transversales , Femenino , Estudios de Seguimiento , Humanos , Inflamación/sangre , Inflamación/epidemiología , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Pronóstico , Adulto Joven
10.
Curr Hypertens Rep ; 20(6): 54, 2018 06 07.
Artículo en Inglés | MEDLINE | ID: mdl-29881931

RESUMEN

PURPOSE OF REVIEW: Hypertension is recognised as the biggest contributor to the global burden of disease, but it is controlled in less than a fifth of patients worldwide, despite being relatively easy to detect and the availability of inexpensive safe generic drugs. Blood pressure is regulated by a complex network of physiologic pathways with currently available drugs targeting key receptors or enzymes in the top pathways. Major advances in the dissection of both monogenic and polygenic determinants of blood pressure regulation and variation have not resulted in rapid translation of these discoveries into clinical applications or precision medicine. RECENT FINDINGS: Uromodulin is an example of a novel gene for hypertension identified from genome-wide association studies, currently the basis of a clinical trial to reposition loop diuretics in hypertension management. Gene-editing studies have established a genome-wide association studies (GWAS) SNP in chromosome 6p24, implicated in six conditions including hypertension, as a distal regulator of the endothelin-1 gene around 3000 base pairs away. Genomics of aldosterone-producing adenomas bring to focus the paradox in genomic medicine where availability of cheap generic drugs may render precision medicine uneconomical. The speed of technology-driven genomic discoveries and the sluggish traditional pathways of drug development and translation need harmonisation to make a timely and early impact on global public health. This requires a directed collaborative effort for which we propose a hypertension moonshot to make a quantum leap in hypertension management and cardiovascular risk reduction by bringing together traditional bioscience, omics, engineering, digital technology and data science.


Asunto(s)
Presión Sanguínea/genética , Hipertensión/genética , Ensayos Clínicos como Asunto , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Hiperaldosteronismo/genética , Hipertensión/fisiopatología , Hipertensión/terapia , Trastornos del Humor/genética , Polimorfismo de Nucleótido Simple , Medición de Riesgo , Uromodulina/genética
11.
Blood Press ; 27(6): 314-340, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30380928

RESUMEN

These practice guidelines on the management of arterial hypertension are a concise summary of the more extensive ones prepared by the Task Force jointly appointed by the European Society of Hypertension and the European Society of Cardiology. These guidelines have been prepared on the basis of the best available evidence on all issues deserving recommendations; their role must be educational and not prescriptive or coercive for the management of individual subjects who may differ widely in their personal, medical and cultural characteristics. The members of the Task Force have participated independently in the preparation of these guidelines, drawing on their academic and clinical experience and by objective examination and interpretation of all available literature. A disclosure of their potential conflict of interest is reported on the websites of the ESH and the ESC.


Asunto(s)
Hipertensión/diagnóstico , Hipertensión/terapia , Comités Consultivos , Europa (Continente) , Femenino , Humanos , Hipertensión/epidemiología , Hipertensión/fisiopatología , Masculino , Sociedades Médicas
12.
Eur Heart J ; 38(10): 712-719, 2017 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-28110297

RESUMEN

Ingestion of sodium is essential to health, but excess sodium intake is a risk factor for hypertension and cardiovascular disease. Defining an optimal range of sodium intake in populations has been challenging and controversial. Clinical trials evaluating the effect of sodium reduction on blood pressure have shown blood pressure lowering effects down to sodium intake of less than 1.5 g/day. Findings from these blood pressure trials form the basis for current guideline recommendations to reduce sodium intake to less than 2.3 g/day. However, these clinical trials employed interventions that are not feasible for population-wide implementation (i.e. feeding studies or intensive behavioural interventions), particularly in low and middle-income countries. Prospective cohort studies have identified the optimal range of sodium intake to reside in the moderate range (3-5 g/day), where the risk of cardiovascular disease and death is lowest. Therefore, there is consistent evidence from clinical trials and observational studies to support reducing sodium intake to less than 5 g/day in populations, but inconsistent evidence for further reductions below a moderate intake range (3-5 g/day). Unfortunately, there are no large randomized controlled trials comparing low sodium intake (< 3 g/day) to moderate sodium intake (3-5 g/day) in general populations to determine the net clinical effects of low sodium intake. Until such trials are completed, it is likely that controversy about optimal sodium intake range will continue. This working group calls for the completion of large definitive clinical trials to clarify the range of sodium intake for optimal cardiovascular health within the moderate to low intake range. We support interventions to reduce sodium intake in populations who consume high sodium intake (> 5 g/day), which should be embedded within an overall healthy dietary pattern.


Asunto(s)
Enfermedades Cardiovasculares/epidemiología , Sodio en la Dieta/efectos adversos , Biomarcadores/metabolismo , Presión Sanguínea/fisiología , Ensayos Clínicos como Asunto , Estudios de Cohortes , Complicaciones de la Diabetes/epidemiología , Dieta Hiposódica/estadística & datos numéricos , Salud Global , Promoción de la Salud/estadística & datos numéricos , Humanos , Hipertensión/epidemiología , Renta , Obesidad/epidemiología , Características de la Residencia , Factores Socioeconómicos , Sodio en la Dieta/administración & dosificación
13.
Physiol Genomics ; 49(5): 261-276, 2017 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-28389525

RESUMEN

Hypertension (HTN), a major public health issue is currently the leading factor in the global burden of disease, where associated complications account for 9.4 million deaths worldwide every year. Excessive dietary salt intake is among the environmental factors that contribute to HTN, known as salt sensitivity. The heterogeneity of salt sensitivity and the multiple mechanisms that link high salt intake to increases in blood pressure are of upmost importance for therapeutic application. A continual increase in the kidney's reabsorption of sodium (Na+) relies on sequential actions at various segments along the nephron. When the distal segments of the nephron fail to regulate Na+, the effects on Na+ homeostasis are unfavorable. We propose that the specific nephron region where increased active uptake occurs as a result of variations in Na+ reabsorption is at the thick ascending limb of the loop of Henle (TAL). The purpose of this review is to urge the consideration of the TAL as contributing to the pathophysiology of salt-sensitive HTN. Further research in this area will enable development of a therapeutic application for targeted treatment.


Asunto(s)
Proteínas de Transporte de Anión/metabolismo , Presión Sanguínea/fisiología , Proteínas de Transporte de Catión/metabolismo , Hipertensión/fisiopatología , Asa de la Nefrona/fisiología , Animales , Proteínas de Transporte de Anión/genética , Transporte Biológico , Proteínas de Transporte de Catión/genética , Humanos , Asa de la Nefrona/anatomía & histología , Asa de la Nefrona/fisiopatología , Intercambiador 3 de Sodio-Hidrógeno/metabolismo , Miembro 1 de la Familia de Transportadores de Soluto 12/metabolismo , Uromodulina/química , Uromodulina/metabolismo
14.
Hum Mol Genet ; 24(10): 2733-45, 2015 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-25634561

RESUMEN

Delineating the genetic causes of developmental disorders is an area of active investigation. Mosaic structural abnormalities, defined as copy number or loss of heterozygosity events that are large and present in only a subset of cells, have been detected in 0.2-1.0% of children ascertained for clinical genetic testing. However, the frequency among healthy children in the community is not well characterized, which, if known, could inform better interpretation of the pathogenic burden of this mutational category in children with developmental disorders. In a case-control analysis, we compared the rate of large-scale mosaicism between 1303 children with developmental disorders and 5094 children lacking developmental disorders, using an analytical pipeline we developed, and identified a substantial enrichment in cases (odds ratio = 39.4, P-value 1.073e - 6). A meta-analysis that included frequency estimates among an additional 7000 children with congenital diseases yielded an even stronger statistical enrichment (P-value 1.784e - 11). In addition, to maximize the detection of low-clonality events in probands, we applied a trio-based mosaic detection algorithm, which detected two additional events in probands, including an individual with genome-wide suspected chimerism. In total, we detected 12 structural mosaic abnormalities among 1303 children (0.9%). Given the burden of mosaicism detected in cases, we suspected that many of the events detected in probands were pathogenic. Scrutiny of the genotypic-phenotypic relationship of each detected variant assessed that the majority of events are very likely pathogenic. This work quantifies the burden of structural mosaicism as a cause of developmental disorders.


Asunto(s)
Discapacidades del Desarrollo/genética , Variación Estructural del Genoma , Pérdida de Heterocigocidad , Mosaicismo , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Niño , Preescolar , Femenino , Pruebas Genéticas , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Adulto Joven
15.
Circ Res ; 116(6): 937-59, 2015 Mar 13.
Artículo en Inglés | MEDLINE | ID: mdl-25767282

RESUMEN

Until recently, significant advances in our understanding of the mechanisms of blood pressure regulation arose from studies of monogenic forms of hypertension and hypotension, which identified rare variants that primarily alter renal salt handling. Genome-wide association and exome sequencing studies over the past 6 years have resulted in an unparalleled burst of discovery in the genetics of blood pressure regulation and hypertension. More importantly, genome-wide association studies, while expanding the list of common genetic variants associated with blood pressure and hypertension, are also uncovering novel pathways of blood pressure regulation that augur a new era of novel drug development, repurposing, and stratification in the management of hypertension. In this review, we describe the current state of the art of the genetic and molecular basis of blood pressure and hypertension.


Asunto(s)
Hipertensión/genética , Neoplasias de las Glándulas Suprarrenales/genética , Neoplasias de las Glándulas Suprarrenales/fisiopatología , Síndrome de Bartter/genética , Síndrome de Bartter/fisiopatología , Presión Sanguínea/genética , Presión Sanguínea/fisiología , Femenino , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Glucocorticoides/fisiología , Humanos , Hiperaldosteronismo/genética , Hiperaldosteronismo/fisiopatología , Hipertensión/tratamiento farmacológico , Hipertensión/fisiopatología , Hipertensión Inducida en el Embarazo/genética , Hipertensión Inducida en el Embarazo/fisiopatología , Hipotensión/genética , Enfermedades Renales/genética , Enfermedades Renales/fisiopatología , Masculino , Mineralocorticoides/fisiología , Modelos Cardiovasculares , Mutación , Síndromes Neoplásicos Hereditarios/genética , Síndromes Neoplásicos Hereditarios/fisiopatología , Análisis de Secuencia por Matrices de Oligonucleótidos , Paraganglioma/genética , Paraganglioma/fisiopatología , Feocromocitoma/genética , Feocromocitoma/fisiopatología , Polimorfismo de Nucleótido Simple , Embarazo , Sistema Renina-Angiotensina/genética , Sistema Renina-Angiotensina/fisiología , Sodio en la Dieta/efectos adversos , Sodio en la Dieta/farmacocinética , Sistema Nervioso Simpático/fisiopatología
16.
Pharmacol Res ; 121: 219-229, 2017 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-28495658

RESUMEN

A complex network of interacting pathways involving renal, neural, endocrine, vascular and other mechanisms controls the main determinants of blood pressure - cardiac output and total peripheral resistance. Multiple genes within each of these systems contribute to the specialized functions regulating blood pressure. The monogenic forms of blood pressure dysregulation have provided valuable insights into blood pressure regulation and expanded our understanding of both the mechanisms and the treatment of hypertension. Genome wide association studies have identified over 100 single nucleotide polymorphisms associated with blood pressure phenotypes and have identified plausible novel pathways of BP regulation and putative drug targets.


Asunto(s)
Genómica/métodos , Hipertensión/genética , Polimorfismo de Nucleótido Simple , Animales , Presión Sanguínea , Epigénesis Genética , Genoma , Humanos , Hipertensión/fisiopatología
17.
Eur Heart J ; 37(12): 968-74, 2016 Mar 21.
Artículo en Inglés | MEDLINE | ID: mdl-26508167

RESUMEN

AIMS: Hypertension and diabetes mellitus (DM) frequently cluster together and synergistically increase cardiovascular risk. Among those who develop DM during treatment for hypertension (new-onset diabetes, NOD), it is unclear whether NOD reflects a separate entity associated with increased risk or merely reflects accelerated presentation of DM. METHODS AND RESULTS: We analysed data on 15 089 hypertensive patients attending the Glasgow Blood Pressure Clinic. The date at first hospital encounter either with diagnosis of diabetes or prescription of anti-hyperglycaemic medication were considered as the onset of diabetes. Cox proportional hazard models (including propensity score matching) were employed to study associations between diabetes status, early and late NOD (diagnosis <10 years or >10 years from first clinic visit) and cause-specific mortality. There were 2516 patients (16.7%) with DM, of whom 1862 (12.3%) had NOD [early NOD = 705 (4.6%); late NOD = 1157 (7.6%)]. The incidence rate of NOD was 8.2 per 1000 person-years. The total time at risk was 239 929 person-years [median survival: 28.1 years (inter-quartile range: 16.2-39.9)]. Compared with non-diabetic individuals, prevalent DM [hazard ratio (HR) = 1.8, 95% confidence interval (CI): 1.4-2.2] and time varying NOD status (HR: 1.09, 95% CI: 1.06-1.17) were associated with increased adjusted all-cause mortality. Early NOD (HR: 1.39, 95% CI: 1.2-1.6) was associated with increased in mortality risk, but not late NOD (HR: 0.92, 95% CI: 0.83-1.01). Results were consistent in the propensity score matched analyses. CONCLUSION: Although 1-in-8 hypertensive patients develop NOD, mortality is increased only in the 1-in-20 who develop early NOD. Further studies are warranted to determine if early identification of such individuals should provide an alert for intensification of therapeutic interventions.


Asunto(s)
Angiopatías Diabéticas/mortalidad , Hipertensión/mortalidad , Edad de Inicio , Antihipertensivos/uso terapéutico , Angiopatías Diabéticas/tratamiento farmacológico , Femenino , Humanos , Hipertensión/tratamiento farmacológico , Estimación de Kaplan-Meier , Masculino , Persona de Mediana Edad , Factores de Riesgo , Escocia/epidemiología , Resultado del Tratamiento
18.
Hum Mol Genet ; 23(9): 2498-510, 2014 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-24345515

RESUMEN

Waist circumference (WC) and waist-to-hip ratio (WHR) are surrogate measures of central adiposity that are associated with adverse cardiovascular events, type 2 diabetes and cancer independent of body mass index (BMI). WC and WHR are highly heritable with multiple susceptibility loci identified to date. We assessed the association between SNPs and BMI-adjusted WC and WHR and unadjusted WC in up to 57 412 individuals of European descent from 22 cohorts collaborating with the NHLBI's Candidate Gene Association Resource (CARe) project. The study population consisted of women and men aged 20-80 years. Study participants were genotyped using the ITMAT/Broad/CARE array, which includes ∼50 000 cosmopolitan tagged SNPs across ∼2100 cardiovascular-related genes. Each trait was modeled as a function of age, study site and principal components to control for population stratification, and we conducted a fixed-effects meta-analysis. No new loci for WC were observed. For WHR analyses, three novel loci were significantly associated (P < 2.4 × 10(-6)). Previously unreported rs2811337-G near TMCC1 was associated with increased WHR (ß ± SE, 0.048 ± 0.008, P = 7.7 × 10(-9)) as was rs7302703-G in HOXC10 (ß = 0.044 ± 0.008, P = 2.9 × 10(-7)) and rs936108-C in PEMT (ß = 0.035 ± 0.007, P = 1.9 × 10(-6)). Sex-stratified analyses revealed two additional novel signals among females only, rs12076073-A in SHC1 (ß = 0.10 ± 0.02, P = 1.9 × 10(-6)) and rs1037575-A in ATBDB4 (ß = 0.046 ± 0.01, P = 2.2 × 10(-6)), supporting an already established sexual dimorphism of central adiposity-related genetic variants. Functional analysis using ENCODE and eQTL databases revealed that several of these loci are in regulatory regions or regions with differential expression in adipose tissue.


Asunto(s)
Circunferencia de la Cintura/genética , Adiposidad , Adulto , Anciano , Anciano de 80 o más Años , Índice de Masa Corporal , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Masculino , Persona de Mediana Edad , Relación Cintura-Cadera , Población Blanca , Adulto Joven
19.
BMC Cardiovasc Disord ; 16: 70, 2016 Apr 19.
Artículo en Inglés | MEDLINE | ID: mdl-27095611

RESUMEN

BACKGROUND: We have previously described a panel of 238 urinary polypeptides specific for established severe coronary artery disease (CAD). Here we studied this polypeptide panel in patients with a wider range of CAD severity. METHODS: We recruited 60 patients who underwent elective coronary angiography for investigation of stable angina. Patients were selected for either having angiographic evidence of CAD or not (NCA) following coronary angiography (n = 30/30; age, 55 ± 6 vs. 56 ± 7 years, P = 0.539) to cover the extremes of the CAD spectrum. A further 66 patients with severe CAD (age, 64 ± 9 years) prior to surgical coronary revascularization were added for correlation studies. The Gensini score was calculated from coronary angiograms as a measure of CAD severity. Urinary proteomic analyses were performed using capillary electrophoresis coupled online to micro time-of-flight mass spectrometry. The urinary polypeptide pattern was classified using a predefined algorithm and resulting in the CAD238 score, which expresses the pattern quantitatively. RESULTS: In the whole cohort of patients with CAD (Gensini score 60 [40; 98]) we found a close correlation between Gensini scores and CAD238 (ρ = 0.465, P < 0.001). After adjustment for age (ß = 0.144; P = 0.135) the CAD238 score remained a significant predictor of the Gensini score (ß =0.418; P < 0.001). In those with less severe CAD (Gensini score 40 [25; 61]), however, we could not detect a difference in CAD238 compared to patients with NCA (-0.487 ± 0.341 vs. -0.612 ± 0.269, P = 0.119). CONCLUSIONS: In conclusion the urinary polypeptide CAD238 score is associated with CAD burden and has potential as a new cardiovascular biomarker.


Asunto(s)
Angina Estable/diagnóstico , Enfermedad de la Arteria Coronaria/diagnóstico , Péptidos/orina , Proteómica/métodos , Angina Estable/orina , Biomarcadores/orina , Angiografía Coronaria , Enfermedad de la Arteria Coronaria/orina , Femenino , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Pronóstico , Estudios Retrospectivos , Índice de Severidad de la Enfermedad , Urinálisis
20.
Nature ; 464(7289): 713-20, 2010 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-20360734

RESUMEN

Copy number variants (CNVs) account for a major proportion of human genetic polymorphism and have been predicted to have an important role in genetic susceptibility to common disease. To address this we undertook a large, direct genome-wide study of association between CNVs and eight common human diseases. Using a purpose-designed array we typed approximately 19,000 individuals into distinct copy-number classes at 3,432 polymorphic CNVs, including an estimated approximately 50% of all common CNVs larger than 500 base pairs. We identified several biological artefacts that lead to false-positive associations, including systematic CNV differences between DNAs derived from blood and cell lines. Association testing and follow-up replication analyses confirmed three loci where CNVs were associated with disease-IRGM for Crohn's disease, HLA for Crohn's disease, rheumatoid arthritis and type 1 diabetes, and TSPAN8 for type 2 diabetes-although in each case the locus had previously been identified in single nucleotide polymorphism (SNP)-based studies, reflecting our observation that most common CNVs that are well-typed on our array are well tagged by SNPs and so have been indirectly explored through SNP studies. We conclude that common CNVs that can be typed on existing platforms are unlikely to contribute greatly to the genetic basis of common human diseases.


Asunto(s)
Variaciones en el Número de Copia de ADN/genética , Enfermedad , Predisposición Genética a la Enfermedad/genética , Estudio de Asociación del Genoma Completo , Artritis Reumatoide/genética , Estudios de Casos y Controles , Enfermedad de Crohn/genética , Diabetes Mellitus/genética , Frecuencia de los Genes/genética , Humanos , Hibridación de Ácido Nucleico , Análisis de Secuencia por Matrices de Oligonucleótidos , Proyectos Piloto , Polimorfismo de Nucleótido Simple/genética , Control de Calidad
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