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1.
Cephalalgia ; 39(10): 1298-1312, 2019 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-30917683

RESUMEN

BACKGROUND: Cluster headache is the most severe primary headache disorder. A genetic basis has long been suggested by family and twin studies; however, little is understood about the genetic variants that contribute to cluster headache susceptibility. METHODS: We conducted a literature search of the MEDLINE database using the PubMed search engine to identify all human genetic studies for cluster headache. In this article we provide a review of those genetic studies, along with an overview of the pathophysiology of cluster headache and a brief review of migraine genetics, which have both been significant drivers of cluster headache candidate gene selection. RESULTS: The investigation of cluster headache genetic etiology has been dominated by candidate gene studies. Candidate selection has largely been driven by the pathophysiology, such as the striking rhythmic nature of the attacks, which spurred close examination of the circadian rhythm genes CLOCK and HCRTR2. More recently, unbiased genetic approaches such as genome-wide association studies (GWAS) have yielded new genetic avenues of interest including ADCYAP1R1 and MME. CONCLUSIONS: The majority of candidate genes studied for cluster headache suffer from poor reproducibility. Broader genetic interrogation through larger unbiased GWAS, exome, and whole genome studies may provide more robust candidates, and in turn provide a clearer understanding of the causes of cluster headache.


Asunto(s)
Cefalalgia Histamínica/genética , Humanos
2.
Nature ; 466(7307): 707-13, 2010 Aug 05.
Artículo en Inglés | MEDLINE | ID: mdl-20686565

RESUMEN

Plasma concentrations of total cholesterol, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol and triglycerides are among the most important risk factors for coronary artery disease (CAD) and are targets for therapeutic intervention. We screened the genome for common variants associated with plasma lipids in >100,000 individuals of European ancestry. Here we report 95 significantly associated loci (P < 5 x 10(-8)), with 59 showing genome-wide significant association with lipid traits for the first time. The newly reported associations include single nucleotide polymorphisms (SNPs) near known lipid regulators (for example, CYP7A1, NPC1L1 and SCARB1) as well as in scores of loci not previously implicated in lipoprotein metabolism. The 95 loci contribute not only to normal variation in lipid traits but also to extreme lipid phenotypes and have an impact on lipid traits in three non-European populations (East Asians, South Asians and African Americans). Our results identify several novel loci associated with plasma lipids that are also associated with CAD. Finally, we validated three of the novel genes-GALNT2, PPP1R3B and TTC39B-with experiments in mouse models. Taken together, our findings provide the foundation to develop a broader biological understanding of lipoprotein metabolism and to identify new therapeutic opportunities for the prevention of CAD.


Asunto(s)
Sitios Genéticos/genética , Estudio de Asociación del Genoma Completo , Metabolismo de los Lípidos/genética , Lípidos/sangre , Negro o Afroamericano/genética , Animales , Pueblo Asiatico/genética , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Enfermedad de la Arteria Coronaria/sangre , Enfermedad de la Arteria Coronaria/genética , Enfermedad de la Arteria Coronaria/terapia , Europa (Continente)/etnología , Femenino , Genotipo , Humanos , Hígado/metabolismo , Masculino , Ratones , N-Acetilgalactosaminiltransferasas/genética , N-Acetilgalactosaminiltransferasas/metabolismo , Fenotipo , Polimorfismo de Nucleótido Simple/genética , Proteína Fosfatasa 1/genética , Proteína Fosfatasa 1/metabolismo , Reproducibilidad de los Resultados , Triglicéridos/sangre , Población Blanca/genética , Polipéptido N-Acetilgalactosaminiltransferasa
3.
J Lipid Res ; 55(8): 1693-701, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24891332

RESUMEN

While genetic determinants strongly influence HDL cholesterol (HDLc) levels, most genetic causes underlying variation in HDLc remain unknown. We aimed to identify novel rare mutations with large effects in candidate genes contributing to extreme HDLc in humans, utilizing family-based Mendelian genetics. We performed next-generation sequencing of 456 candidate HDLc-regulating genes in 200 unrelated probands with extremely low (≤10th percentile) or high (≥90th percentile) HDLc. Probands were excluded if known mutations existed in the established HDLc-regulating genes ABCA1, APOA1, LCAT, cholesteryl ester transfer protein (CETP), endothelial lipase (LIPG), and UDP-N-acetyl-α-D-galactosamine:polypeptide N-acetylgalactosaminyltransferase 2 (GALNT2). We identified 93 novel coding or splice-site variants in 72 candidate genes. Each variant was genotyped in the proband's family. Family-based association analyses were performed for variants with sufficient power to detect significance at P < 0.05 with a total of 627 family members being assessed. Mutations in the genes glucokinase regulatory protein (GCKR), RNase L (RNASEL), leukocyte immunoglobulin-like receptor 3 (LILRA3), and dynein axonemal heavy chain 10 (DNAH10) segregated with elevated HDLc levels in families, while no mutations associated with low HDLc. Taken together, we have identified mutations in four novel genes that may play a role in regulating HDLc levels in humans.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/genética , Dineínas Axonemales/genética , HDL-Colesterol/sangre , Endorribonucleasas/genética , Mutación , Receptores Inmunológicos/genética , Transportador 1 de Casete de Unión a ATP/genética , Adulto , Anciano , Apolipoproteína A-I/genética , Proteínas de Transferencia de Ésteres de Colesterol/genética , HDL-Colesterol/genética , Femenino , Humanos , Lipasa/genética , Masculino , Persona de Mediana Edad , N-Acetilgalactosaminiltransferasas/genética , Fosfatidilcolina-Esterol O-Aciltransferasa/genética , Polipéptido N-Acetilgalactosaminiltransferasa
4.
Circ Res ; 110(2): 337-55, 2012 Jan 20.
Artículo en Inglés | MEDLINE | ID: mdl-22267839

RESUMEN

Atherosclerosis is a complex and heritable disease involving multiple cell types and the interactions of many different molecular pathways. The genetic and molecular mechanisms of atherosclerosis have, in part, been elucidated by mouse models; at least 100 different genes have been shown to influence atherosclerosis in mice. Importantly, unbiased genome-wide association studies have recently identified a number of novel loci robustly associated with atherosclerotic coronary artery disease. Here, we review the genetic data elucidated from mouse models of atherosclerosis, as well as significant associations for human coronary artery disease. Furthermore, we discuss in greater detail some of these novel human coronary artery disease loci. The combination of mouse and human genetics has the potential to identify and validate novel genes that influence atherosclerosis, some of which may be candidates for new therapeutic approaches.


Asunto(s)
Aterosclerosis/genética , Enfermedad de la Arteria Coronaria/genética , Animales , Modelos Animales de Enfermedad , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Herencia , Humanos , Ratones , Ratones Transgénicos , Linaje , Fenotipo
5.
Mamm Genome ; 24(7-8): 257-65, 2013 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-23722970

RESUMEN

Human coding variants in scavenger receptor class B member 1 (SR-BI; gene name SCARB1) have recently been identified as being associated with plasma levels of HDL cholesterol. However, a link between coding variants and atherosclerosis has not yet been established. In this study we set out to examine the impact of a SR-BI coding variant in vivo. A mouse model with a coding variant in SR-BI (I179N), identified through a mutagenesis screen, was crossed with Ldlr (-/-) mice, and these mice were maintained on a Western-type diet to promote atherosclerosis. Mice showed 56 and 125 % increased atherosclerosis in female and male Ldlr (-/-) Scarb1 (I179N) mice, respectively, when compared to gender-matched Ldlr (-/-) control mice. As expected, HDL cholesteryl ester uptake was impaired in Ldlr (-/-) Scarb1 (I179N) mice compared to Ldlr (-/-) control mice, with a net effect of increased small and very small LDL cholesterol in Ldlr (-/-) Scarb1 (I179N) mice being the most probable cause of the observed increased atherosclerosis. Our data show that non-null coding variants in SR-BI can have a large significant impact on atherosclerosis, even if plasma lipid levels are not dramatically affected, and that human mutations in other candidate lipid genes could significantly impact atherosclerosis.


Asunto(s)
Aterosclerosis/genética , HDL-Colesterol/sangre , LDL-Colesterol/sangre , Receptores de LDL/genética , Receptores Depuradores de Clase B/genética , Animales , HDL-Colesterol/metabolismo , LDL-Colesterol/metabolismo , Modelos Animales de Enfermedad , Femenino , Predisposición Genética a la Enfermedad , Hígado/citología , Masculino , Ratones , Ratones Endogámicos C57BL , Esplenomegalia/genética
6.
Lancet ; 377(9763): 383-92, 2011 Jan 29.
Artículo en Inglés | MEDLINE | ID: mdl-21239051

RESUMEN

BACKGROUND: We tested whether genetic factors distinctly contribute to either development of coronary atherosclerosis or, specifically, to myocardial infarction in existing coronary atherosclerosis. METHODS: We did two genome-wide association studies (GWAS) with coronary angiographic phenotyping in participants of European ancestry. To identify loci that predispose to angiographic coronary artery disease (CAD), we compared individuals who had this disorder (n=12,393) with those who did not (controls, n=7383). To identify loci that predispose to myocardial infarction, we compared patients who had angiographic CAD and myocardial infarction (n=5783) with those who had angiographic CAD but no myocardial infarction (n=3644). FINDINGS: In the comparison of patients with angiographic CAD versus controls, we identified a novel locus, ADAMTS7 (p=4·98×10(-13)). In the comparison of patients with angiographic CAD who had myocardial infarction versus those with angiographic CAD but no myocardial infarction, we identified a novel association at the ABO locus (p=7·62×10(-9)). The ABO association was attributable to the glycotransferase-deficient enzyme that encodes the ABO blood group O phenotype previously proposed to protect against myocardial infarction. INTERPRETATION: Our findings indicate that specific genetic predispositions promote the development of coronary atherosclerosis whereas others lead to myocardial infarction in the presence of coronary atherosclerosis. The relation to specific CAD phenotypes might modify how novel loci are applied in personalised risk assessment and used in the development of novel therapies for CAD. FUNDING: The PennCath and MedStar studies were supported by the Cardiovascular Institute of the University of Pennsylvania, by the MedStar Health Research Institute at Washington Hospital Center and by a research grant from GlaxoSmithKline. The funding and support for the other cohorts contributing to the paper are described in the webappendix.


Asunto(s)
Sistema del Grupo Sanguíneo ABO/genética , Proteínas ADAM/genética , Enfermedad de la Arteria Coronaria/genética , Sitios Genéticos , Estudio de Asociación del Genoma Completo , Infarto del Miocardio/genética , Polimorfismo de Nucleótido Simple , Proteína ADAMTS7 , Adulto , Anciano , Angiografía Coronaria , Enfermedad de la Arteria Coronaria/sangre , Enfermedad de la Arteria Coronaria/complicaciones , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Femenino , Frecuencia de los Genes , Predisposición Genética a la Enfermedad , Humanos , Desequilibrio de Ligamiento , Masculino , Persona de Mediana Edad , Infarto del Miocardio/sangre , Infarto del Miocardio/complicaciones , Infarto del Miocardio/diagnóstico por imagen
7.
Genome Res ; 19(9): 1507-15, 2009 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-19416960

RESUMEN

Interindividual variability in response to chemicals and drugs is a common regulatory concern. It is assumed that xenobiotic-induced adverse reactions have a strong genetic basis, but many mechanism-based investigations have not been successful in identifying susceptible individuals. While recent advances in pharmacogenetics of adverse drug reactions show promise, the small size of the populations susceptible to important adverse events limits the utility of whole-genome association studies conducted entirely in humans. We present a strategy to identify genetic polymorphisms that may underlie susceptibility to adverse drug reactions. First, in a cohort of healthy adults who received the maximum recommended dose of acetaminophen (4 g/d x 7 d), we confirm that about one third of subjects develop elevations in serum alanine aminotransferase, indicative of liver injury. To identify the genetic basis for this susceptibility, a panel of 36 inbred mouse strains was used to model genetic diversity. Mice were treated with 300 mg/kg or a range of additional acetaminophen doses, and the extent of liver injury was quantified. We then employed whole-genome association analysis and targeted sequencing to determine that polymorphisms in Ly86, Cd44, Cd59a, and Capn8 correlate strongly with liver injury and demonstrated that dose-curves vary with background. Finally, we demonstrated that variation in the orthologous human gene, CD44, is associated with susceptibility to acetaminophen in two independent cohorts. Our results indicate a role for CD44 in modulation of susceptibility to acetaminophen hepatotoxicity. These studies demonstrate that a diverse mouse population can be used to understand and predict adverse toxicity in heterogeneous human populations through guided resequencing.


Asunto(s)
Acetaminofén/efectos adversos , Enfermedad Hepática Inducida por Sustancias y Drogas/genética , Enfermedad Hepática Inducida por Sustancias y Drogas/fisiopatología , Receptores de Hialuranos/genética , Análisis de Secuencia de ADN , Acetaminofén/administración & dosificación , Alanina Transaminasa/sangre , Animales , Estudios de Cohortes , Predisposición Genética a la Enfermedad , Humanos , Receptores de Hialuranos/química , Ratones , Ratones Endogámicos C3H , Ratones Endogámicos C57BL , Ratones Endogámicos DBA , Ratones Endogámicos , Polimorfismo Genético , Análisis de Secuencia de ADN/métodos , Especificidad de la Especie
8.
Eur Heart J ; 32(8): 963-71, 2011 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21415067

RESUMEN

AIMS: Two single-nucleotide polymorphisms (SNPs), rs1746048 and rs501120, from genome wide association studies of coronary artery disease (CAD) map to chromosome 10q11 ∼80 kb downstream of chemokine CXCL12. Therefore, we examined the relationship between these two SNPs and plasma CXCL12 levels. METHODS AND RESULTS: We tested the association of two SNPs with plasma CXCL12 levels in a two-stage study (n= 2939): first in PennCath (n= 1182), a Caucasian, angiographic CAD case-control study, and second in PennCAC (n= 1757), a community-based study of CAD risk factors. Plasma CXCL12 levels increased with age and did not vary by gender. There was no linkage disequilibrium between these two SNPs and SNPs within CXCL12 gene. However, CAD risk alleles at rs1746048 (C allele, P= 0.034; CC 2.33 ± 0.49, CT 2.27 ± 0.46, and TT 2.21 ± 0.52 ng/mL) and rs501120 (T allele, P= 0.041; TT 2.34 ± 0.49, CT 2.28 ± 0.46, and CC 2.23 ± 0.53 ng/mL) were associated with higher plasma levels of CXCL12 in age and gender adjusted models. In Stage 2, we confirmed this association (rs501120, T allele, P= 0.007), and meta-analysis strengthened this finding (n= 2939, P= 6.0 × 10(-4)). Finally, in exploratory analysis, the rs1746048 risk allele tended to have higher transcript levels of CXCL12 in human natural killer cells and the liver. CONCLUSION: Coronary artery disease risk alleles downstream of CXCL12 are associated with plasma protein levels of CXCL12 and appear to be related to CXCL12 transcript levels in two human cell lines. This implicates CXCL12 as potentially causal and supports CXCL12 as a potential therapeutic target for CAD.


Asunto(s)
Quimiocina CXCL12/sangre , Cromosomas Humanos Par 10/genética , Enfermedad de la Arteria Coronaria/genética , Polimorfismo de Nucleótido Simple/genética , Estudios de Casos y Controles , Enfermedad de la Arteria Coronaria/sangre , Ensayo de Inmunoadsorción Enzimática , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Desequilibrio de Ligamiento , Masculino , Persona de Mediana Edad , Factores de Riesgo
9.
Curr Opin Lipidol ; 22(2): 123-8, 2011 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21311327

RESUMEN

PURPOSE OF REVIEW: Recent genome-wide association studies (GWAS) have identified approximately 100 genomic loci that are associated with plasma lipid traits, two-thirds of which had never been previously associated with lipoprotein metabolism. Identification of the causal genes and variants, functional validation of these genes and biological pathways, and elucidation of molecular mechanisms is required and poses a daunting task. RECENT FINDINGS: Human genetics have been used to recently 'validate' genes, such as LIPG, SCARB1 and ANGPTL3, which were previously implicated in lipoprotein metabolism through classical wet bench approaches. Additionally, many novel genes have been identified as associated with plasma lipid traits by GWAS, though only relatively few have been functionally validated through targeted sequencing and genetic manipulation in cells and animals. These types of studies have defined new roles in lipid metabolism for the novel lipid genes SORT1 and TRIB1. These examples demonstrate the ways in which human genetics can validate candidate genes, as well as provide a novel discovery that requires functional validation at the bench, and point towards a more complete understanding of the molecular physiology of lipoprotein metabolism. SUMMARY: This review summarizes recent developments in the use of human genetics to validate candidate genes in lipoprotein metabolism as well as in the functional validation of novel GWAS loci associated with plasma lipid traits.


Asunto(s)
Estudio de Asociación del Genoma Completo , Lipoproteínas/genética , Lipoproteínas/metabolismo , Proteína 3 Similar a la Angiopoyetina , Proteínas Similares a la Angiopoyetina , Angiopoyetinas/genética , Angiopoyetinas/metabolismo , Animales , Humanos , Modelos Animales , Receptores Depuradores de Clase B/genética , Receptores Depuradores de Clase B/metabolismo , Transducción de Señal
10.
Arterioscler Thromb Vasc Biol ; 29(1): 107-13, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18988887

RESUMEN

OBJECTIVE: To identify the gene responsible for the quantitative trait locus (QTL) Hdlq14, a high-density lipoprotein cholesterol (HDL) QTL previously identified in a C57BL/6Jx129S1/SvImJ cross. METHODS AND RESULTS: Hdlq14 was first confirmed as an independent QTL by detecting it in an intercross between NZB/B1NJ and NZW/LacJ, 2 strains that had identical genotypes at nearby QTL genes on chromosome 1. Using the bioinformatics tools of combined cross data and haplotype analysis, we narrowed this QTL from a 45-Mb 225-gene region to 2 genes, Farp2 and Stk25. Sequencing and expression studies showed that Farp2 had an amino acid polymorphism in an important plekstrin domain and that Stk25 had a significant expression difference between the parental strains. These 2 genes are immediately adjacent to each other and share the same haplotype over 45 inbred strains. The haplotype was associated with a significant difference in HDL levels among these strains. CONCLUSIONS: We confirmed Hdlq14 as a separate independent QTL for HDL and narrowed the region to 2 genes, Farp2 and Stk25, with considerable evidence for both. Additional studies are needed to choose between these 2 genes or to show that both are important in determining HDL levels.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/genética , HDL-Colesterol/genética , Cromosomas de los Mamíferos/genética , Factores de Intercambio de Guanina Nucleótido/genética , Péptidos y Proteínas de Señalización Intracelular/genética , Proteínas Serina-Treonina Quinasas/genética , Animales , Aterosclerosis/genética , Mapeo Cromosómico , Cruzamientos Genéticos , Dieta Aterogénica , Modelos Animales de Enfermedad , Femenino , Genotipo , Lipoproteínas HDL/genética , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Endogámicos , Fenotipo , Polimorfismo Genético , Sitios de Carácter Cuantitativo
11.
Arterioscler Thromb Vasc Biol ; 29(10): 1502-8, 2009 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-19574561

RESUMEN

OBJECTIVE: Fish oil (FO), and specifically omega 3 fatty acids, has favorable effects on cardiovascular outcomes. The aim of this study was to investigate the effects of FO on the process of macrophage reverse cholesterol transport (RCT) in an in vivo mouse model. METHODS AND RESULTS: C57BL/6J mice were fed a FO diet, whereas control mice were fed diets containing alternative sources of fats, soybean oil (SO), and coconut oil (CO) for 4 weeks. Macrophage RCT was assessed by injecting [(3)H]cholesterol-labeled J774 macrophages intraperitoneally into mice. After 48 hours, tissues were harvested and feces were collected. An increase in the excretion of macrophage-derived [(3)H]-tracer recovered in fecal neutral sterols for FO-fed mice was observed (273% versus SO and 182% versus CO). FO also decreased [(3)H]-tracer in hepatic cholesteryl ester compared to SO and CO by 76% and 56%, respectively. To specifically determine the effect of FO on the fate of HDL-derived cholesterol, mice fed FO or SO diets were injected with HDL labeled with [(3)H]cholesteryl oleate, and the disappearance of [(3)H]-tracer from blood and its excretion in feces was measured. There was no significant difference in the fractional catabolic rate of [(3)H]cholesteryl oleate-HDL between the 2 groups. However, there was a 242% increase in the excretion of HDL-derived [(3)H]-tracer recovered in fecal neutral sterols in FO-fed mice, concordant with significantly increased expression of hepatic Abcg5 and Abcg8 mRNA. CONCLUSIONS: As measured by this tracer-based assay, FO promoted reverse cholesterol transport, primarily by enhancement of the hepatic excretion of macrophage-derived and HDL-derived cholesterol.


Asunto(s)
Colesterol/metabolismo , Aceites de Pescado/farmacología , Macrófagos/metabolismo , Transportador de Casetes de Unión a ATP, Subfamilia G, Miembro 5 , Transportador de Casete de Unión a ATP, Subfamilia G, Miembro 8 , Transportadoras de Casetes de Unión a ATP/fisiología , Animales , Transporte Biológico , Células Cultivadas , Ésteres del Colesterol/metabolismo , Femenino , Lípidos/sangre , Lipoproteínas/fisiología , Lipoproteínas HDL/metabolismo , Proteínas de Transporte de Membrana/fisiología , Ratones , Ratones Endogámicos C57BL
12.
J Lipid Res ; 50(10): 2083-94, 2009 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-19436067

RESUMEN

To identify genes controlling plasma HDL and triglyceride levels, quantitative trait locus (QTL) analysis was performed in one backcross, (NZO/H1Lt x NON/LtJ) x NON/LtJ, and three intercrosses, C57BL/6J x DBA/2J, C57BL/6J x C3H/HeJ, and NZB/B1NJ x NZW/LacJ. HDL concentrations were affected by 25 QTL distributed on most chromosomes (Chrs); those on Chrs 1, 8, 12, and 16 were newly identified, and the remainder were replications of previously identified QTL. Triglyceride concentrations were controlled by nine loci; those on Chrs 1, 2, 3, 7, 16, and 18 were newly identified QTL, and the remainder were replications. Combining mouse crosses with haplotype analysis for the HDL QTL on Chr 18 reduced the list of candidates to six genes. Further expression analysis, sequencing, and quantitative complementation testing of these six genes identified Lipg as the HDL QTL gene on distal Chr 18. The data from these crosses further increase the ability to perform haplotype analyses that can lead to the identification of causal lipid genes.


Asunto(s)
Sitios de Carácter Cuantitativo/genética , Animales , Prueba de Complementación Genética , Genotipo , Haplotipos , Lipoproteínas HDL/genética , Lipoproteínas HDL/metabolismo , Ratones , Reacción en Cadena de la Polimerasa , Polimorfismo de Nucleótido Simple/genética , Triglicéridos/metabolismo
13.
Genetics ; 178(3): 1795-805, 2008 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-18245842

RESUMEN

Previous quantitative trait locus (QTL) analysis of an intercross involving the inbred mouse strains NZB/BlNJ and SM/J revealed QTL for a variety of complex traits. Many QTL have large intervals containing hundreds of genes, and methods are needed to rapidly sort through these genes for probable candidates. We chose nine QTL: the three most significant for high-density lipoprotein (HDL) cholesterol, gallstone formation, and obesity. We searched for candidate genes using three different approaches: mRNA microarray gene expression technology to assess >45,000 transcripts, publicly available SNPs to locate genes that are not identical by descent and that contain nonsynonymous coding differences, and a mass-spectrometry-based proteomics technology to interrogate nearly 1000 proteins for differential expression in the liver of the two parental inbred strains. This systematic approach reduced the number of candidate genes within each QTL from hundreds to a manageable list. Each of the three approaches selected candidates that the other two approaches missed. For example, candidate genes such as Apoa2 and Acads had differential protein levels although the mRNA levels were similar. We conclude that all three approaches are important and that focusing on a single approach such as mRNA expression may fail to identify a QTL gene.


Asunto(s)
Regulación de la Expresión Génica , Polimorfismo de Nucleótido Simple/genética , Proteómica/métodos , Carácter Cuantitativo Heredable , Animales , Western Blotting , Codón/genética , Cruzamientos Genéticos , Femenino , Perfilación de la Expresión Génica , Masculino , Espectrometría de Masas , Ratones , Ratones Endogámicos , Sistemas de Lectura Abierta/genética , Proteínas/química , Proteínas/genética , Sitios de Carácter Cuantitativo/genética , ARN Mensajero/genética , ARN Mensajero/metabolismo
14.
BMC Genet ; 10: 81, 2009 Dec 09.
Artículo en Inglés | MEDLINE | ID: mdl-20003225

RESUMEN

BACKGROUND: To assess the utility of haplotype association mapping (HAM) as a quantitative trait locus (QTL) discovery tool, we conducted HAM analyses for red blood cell count (RBC) and high density lipoprotein cholesterol (HDL) in mice. We then experimentally tested each HAM QTL using published crosses or new F2 intercrosses guided by the haplotype at the HAM peaks. RESULTS: The HAM for RBC, using 33 classic inbred lines, revealed 8 QTLs; 2 of these were true positives as shown by published crosses. A HAM-guided (C57BL/6J x CBA/J)F2 intercross we carried out verified 2 more as true positives and 4 as false positives. The HAM for HDL, using 81 strains including recombinant inbred lines and chromosome substitution strains, detected 46 QTLs. Of these, 36 were true positives as shown by published crosses. A HAM-guided (C57BL/6J x A/J)F2 intercross that we carried out verified 2 more as true positives and 8 as false positives. By testing each HAM QTL for RBC and HDL, we demonstrated that 78% of the 54 HAM peaks were true positives and 22% were false positives. Interestingly, all false positives were in significant allelic association with one or more real QTL. CONCLUSION: Because type I errors (false positives) can be detected experimentally, we conclude that HAM is useful for QTL detection and narrowing. We advocate the powerful and economical combined approach demonstrated here: the use of HAM for QTL discovery, followed by mitigation of the false positive problem by testing the HAM-predicted QTLs with small HAM-guided experimental crosses.


Asunto(s)
HDL-Colesterol/sangre , HDL-Colesterol/genética , Recuento de Eritrocitos , Haplotipos , Ratones Endogámicos/genética , Sitios de Carácter Cuantitativo , Alelos , Animales , Biología Computacional , Femenino , Masculino , Ratones
15.
PLoS Genet ; 2(7): e114, 2006 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-16848643

RESUMEN

We introduce a method for the analysis of multilocus, multitrait genetic data that provides an intuitive and precise characterization of genetic architecture. We show that it is possible to infer the magnitude and direction of causal relationships among multiple correlated phenotypes and illustrate the technique using body composition and bone density data from mouse intercross populations. Using these techniques we are able to distinguish genetic loci that affect adiposity from those that affect overall body size and thus reveal a shortcoming of standardized measures such as body mass index that are widely used in obesity research. The identification of causal networks sheds light on the nature of genetic heterogeneity and pleiotropy in complex genetic systems.


Asunto(s)
Genómica/métodos , Modelos Genéticos , Sitios de Carácter Cuantitativo/genética , Tejido Adiposo/metabolismo , Animales , Composición Corporal , Densidad Ósea , Cruzamientos Genéticos , Variación Genética , Ratones , Modelos Estadísticos , Obesidad/genética , Fenotipo , Especificidad de la Especie
16.
Trends Genet ; 21(12): 683-92, 2005 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-16226337

RESUMEN

Quantitative trait locus (QTL) analysis is a powerful method for localizing disease genes, but identifying the causal gene remains difficult. Rodent models of disease facilitate QTL gene identification, and causal genes underlying rodent QTL are often associated with the corresponding human diseases. Recently developed bioinformatics methods, including comparative genomics, combined cross analysis, interval-specific and genome-wide haplotype analysis, followed by sequence and expression analysis, each facilitated by public databases, provide new tools for narrowing rodent QTLs. Here we discuss each tool, illustrate its application and generate a bioinformatics strategy for narrowing QTLs. Combining these bioinformatics tools with classical experimental methods should accelerate QTL gene identification.


Asunto(s)
Biología Computacional , Sitios de Carácter Cuantitativo , Animales , Cruzamientos Genéticos , Bases de Datos Genéticas , Genómica , Haplotipos , Humanos , Ratones , Ratas
17.
Genetics ; 174(2): 999-1007, 2006 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-16951076

RESUMEN

Intercrosses between inbred lines provide a traditional approach to analysis of polygenic inheritance in model organisms. Chromosome substitution strains (CSSs) have been developed as an alternative to accelerate the pace of gene identification in quantitative trait mapping. We compared a classical intercross and three CSS intercrosses to examine the genetic architecture underlying plasma high-density lipoprotein cholesterol (HDL) levels in the C57BL/6J (B) and A/J (A) mouse strains. The B x A intercross revealed significant quantitative trait loci (QTL) for HDL on chromosomes 1, 4, 8, 15, 17, 18, and 19. A CSS survey revealed that many have significantly different HDL levels compared to the background strain B, including chromosomes with no significant QTL in the intercross and, in some cases (CSS-1, CSS-17), effects that are opposite to those observed in the B x A intercross population. Intercrosses between B and three CSSs (CSS-3, CSS-11, and CSS-8) revealed significant QTL but with some unexpected differences from the B x A intercross. Our inability to predict the results of CSS intercrosses suggests that additional complexity will be revealed by further crosses and that the CSS mapping strategy should be viewed as a complement to, rather than a replacement for, classical intercross mapping.


Asunto(s)
HDL-Colesterol/genética , Cromosomas de los Mamíferos/genética , Cruzamientos Genéticos , Animales , HDL-Colesterol/sangre , Femenino , Masculino , Ratones , Ratones Endogámicos A , Ratones Endogámicos C57BL , Especificidad de la Especie
18.
Cell Stem Cell ; 20(4): 558-570.e10, 2017 04 06.
Artículo en Inglés | MEDLINE | ID: mdl-28388432

RESUMEN

Genome-wide association studies have struggled to identify functional genes and variants underlying complex phenotypes. We recruited a multi-ethnic cohort of healthy volunteers (n = 91) and used their tissue to generate induced pluripotent stem cells (iPSCs) and hepatocyte-like cells (HLCs) for genome-wide mapping of expression quantitative trait loci (eQTLs) and allele-specific expression (ASE). We identified many eQTL genes (eGenes) not observed in the comparably sized Genotype-Tissue Expression project's human liver cohort (n = 96). Focusing on blood lipid-associated loci, we performed massively parallel reporter assays to screen candidate functional variants and used genome-edited stem cells, CRISPR interference, and mouse modeling to establish rs2277862-CPNE1, rs10889356-DOCK7, rs10889356-ANGPTL3, and rs10872142-FRK as functional SNP-gene sets. We demonstrated HLC eGenes CPNE1, VKORC1, UBE2L3, and ANGPTL3 and HLC ASE gene ACAA2 to be lipid-functional genes in mouse models. These findings endorse an iPSC-based experimental framework to discover functional variants and genes contributing to complex human traits.


Asunto(s)
Sitios Genéticos , Variación Genética , Hepatocitos/citología , Células Madre Pluripotentes Inducidas/citología , Lípidos/sangre , Animales , Secuencia de Bases , Estudios de Cohortes , Perfilación de la Expresión Génica , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Hepatocitos/metabolismo , Humanos , Células Madre Pluripotentes Inducidas/metabolismo , Metabolismo de los Lípidos/genética , Hígado/metabolismo , Ratones , Especificidad de Órganos/genética , Polimorfismo de Nucleótido Simple/genética , Sitios de Carácter Cuantitativo/genética
19.
Physiol Genomics ; 20(3): 224-32, 2005 Feb 10.
Artículo en Inglés | MEDLINE | ID: mdl-15598878

RESUMEN

Obesity-related diseases are poised to become the primary cause of death in developed nations. While a number of monogenic causes of obesity have recently been identified, these are responsible for only a small proportion of human cases of obesity. Quantitative trait locus (QTL) studies using animal models have revealed hundreds of potential loci that affect obesity; however, few have been further analyzed beyond the original QTL scan. We previously mapped four QTL in an F(2) between divergently selected Fat (F) and Lean (L) lines. A QTL of large effect on chromosome 15 (Fob3) was subsequently mapped to a higher resolution into two smaller-effect QTL (Fob3a and Fob3b) using crosses between the F-line and a congenic line containing L-line alleles at the Fob3 QTL region. Here we report the gene expression characterization of Fob3b. Microarray expression analysis using the NIA-NIH 15K cDNA array set containing 14,938 mouse ESTs was employed to identify candidate genes and pathways that are differentially expressed between the F-line and a congenic line containing only the Fob3b QTL (Fob3b-line). Our study suggests squalene epoxidase (Sqle), a cholesterol biosynthesis enzyme, as a strong positional candidate gene for Fob3b. Several other cholesterol biosynthesis pathway genes unlinked to Fob3b were found to be differentially expressed, suggesting that a perturbation of this pathway could be in part responsible for the phenotypic difference between the F-line and Fob3b-line mice.


Asunto(s)
Colesterol/metabolismo , Glucólisis/genética , Obesidad/genética , Análisis de Secuencia por Matrices de Oligonucleótidos , Sitios de Carácter Cuantitativo , Escualeno-Monooxigenasa/genética , Animales , Cruzamientos Genéticos , Modelos Animales de Enfermedad , Etiquetas de Secuencia Expresada , Glucólisis/fisiología , Ratones , Fenotipo , ARN/genética , ARN/aislamiento & purificación
20.
Hepat Med ; 3: 29-44, 2011 Apr 08.
Artículo en Inglés | MEDLINE | ID: mdl-24367219

RESUMEN

Scavenger receptor class B member 1 (SR-BI, also known as SCARB1) is the primary receptor for the selective uptake of cholesterol from high-density lipoprotein (HDL). SR-BI is present in several key tissues; however, its presence and function in the liver is deemed the most relevant for protection against atherosclerosis. Cholesterol is transferred from HDL via SR-BI to the liver, which ultimately results in the excretion of cholesterol via bile and feces in what is known as the reverse cholesterol transport pathway. Much of our knowledge of SR-BI hepatic function and regulation is derived from mouse models and in vitro characterization. Multiple independent regulatory mechanisms of SR-BI have been discovered that operate at the transcriptional and post-transcriptional levels. In this review we summarize the critical discoveries relating to hepatic SR-BI cholesterol metabolism, atherosclerosis, and regulation of SR-BI, as well as alternative functions that may indirectly affect atherosclerosis.

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