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1.
Mol Psychiatry ; 28(11): 4666-4678, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37770577

RESUMO

Humans greatly differ in how they cope with stress, a natural behavior learnt through negative reinforcement. Some individuals engage in displacement activities, others in exercise or comfort eating, and others still in alcohol use. Across species, adjunctive behaviors, such as polydipsic drinking, are used as a form of displacement activity that reduces stress. Some individuals, in particular those that use alcohol to self-medicate, tend to lose control over such coping behaviors, which become excessive and compulsive. However, the psychological and neural mechanisms underlying this individual vulnerability have not been elucidated. Here we tested the hypothesis that the development of compulsive adjunctive behaviors stems from the functional engagement of the dorsolateral striatum (DLS) dopamine-dependent habit system after a prolonged history of adjunctive responding. We measured in longitudinal studies in male Sprague Dawley rats the sensitivity of early established vs compulsive polydipsic water or alcohol drinking to a bilateral infusion into the anterior DLS (aDLS) of the dopamine receptor antagonist α-flupentixol. While most rats acquired a polydipsic drinking response with water, others only did so with alcohol. Whether drinking water or alcohol, the acquisition of this coping response was insensitive to aDLS dopamine receptor blockade. In contrast, after prolonged experience, adjunctive drinking became dependent on aDLS dopamine at a time when it was compulsive in vulnerable individuals. These data suggest that habits may develop out of negative reinforcement and that the engagement of their underlying striatal system is necessary for the manifestation of compulsive adjunctive behaviors.


Assuntos
Capacidades de Enfrentamento , Dopamina , Humanos , Masculino , Ratos , Animais , Dopamina/farmacologia , Ratos Sprague-Dawley , Comportamento Compulsivo , Corpo Estriado , Etanol/farmacologia , Água
2.
J Neurosci ; 42(10): 2039-2051, 2022 03 09.
Artigo em Inglês | MEDLINE | ID: mdl-35086903

RESUMO

The shift in control from dorsomedial to dorsolateral striatum during skill and habit formation has been well established, but whether striatal subregions orchestrate this shift cooperatively or competitively remains unclear. Cortical inputs have also been implicated in the shift toward automaticity, but it is unknown whether they mirror their downstream striatal targets across this transition. We addressed these questions using a five step heterogeneous action sequencing task in male rats that is optimally performed by automated chains of actions. By optimizing automatic habitual responding, we discovered that loss of function in the dorsomedial striatum accelerated sequence acquisition. In contrast, loss of function in the dorsolateral striatum impeded acquisition of sequencing, demonstrating functional opposition within the striatum. Unexpectedly, the mPFC was not involved; however, the lateral orbitofrontal cortex was critical. These results shift current theories about striatal control of behavior to a model of competitive opposition, where the dorsomedial striatum interferes with the development of dorsolateral-striatum dependent behavior.SIGNIFICANCE STATEMENT We provide the most direct evidence to date that the dorsomedial and dorsolateral striatum compete for control in the acquisition of habitual action sequences. The dorsolateral striatum was critical for sequencing behavior, but loss of dorsomedial striatum function enhanced acquisition. In addition, we found that the mPFC was not required for the formation of automated actions. Using a task that optimizes habitual responding, we demonstrate that the arbitration of dorsomedial and dorsolateral control is not modulated by medial prefrontal cortical activity. However, we find evidence for the role of the lateral orbitofrontal cortex in action sequencing. These results have implications for our understanding of how habits and skills form.


Assuntos
Corpo Estriado , Neostriado , Animais , Substância Cinzenta , Hábitos , Masculino , Ratos
3.
Cereb Cortex ; 31(2): 1090-1105, 2021 01 05.
Artigo em Inglês | MEDLINE | ID: mdl-33043981

RESUMO

Cross-species studies have identified an evolutionarily conserved role for serotonin in flexible behavior including reversal learning. The aim of the current study was to investigate the contribution of serotonin within the orbitofrontal cortex (OFC) and medial prefrontal cortex (mPFC) to visual discrimination and reversal learning. Male Lister Hooded rats were trained to discriminate between a rewarded (A+) and a nonrewarded (B-) visual stimulus to receive sucrose rewards in touchscreen operant chambers. Serotonin was depleted using surgical infusions of 5,7-dihydroxytryptamine (5,7-DHT), either globally by intracebroventricular (i.c.v.) infusions or locally by microinfusions into the OFC or mPFC. Rats that received i.c.v. infusions of 5,7-DHT before initial training were significantly impaired during both visual discrimination and subsequent reversal learning during which the stimulus-reward contingencies were changed (A- vs. B+). Local serotonin depletion from the OFC impaired reversal learning without affecting initial discrimination. After mPFC depletion, rats were unimpaired during reversal learning but slower to respond at the stimuli during all the stages; the mPFC group was also slower to learn during discrimination than the OFC group. These findings extend our understanding of serotonin in cognitive flexibility by revealing differential effects within two subregions of the prefrontal cortex in visual discrimination and reversal learning.


Assuntos
Aprendizagem por Discriminação/fisiologia , Córtex Pré-Frontal/metabolismo , Reversão de Aprendizagem/fisiologia , Neurônios Serotoninérgicos/metabolismo , Serotonina/metabolismo , Percepção Visual/fisiologia , 5,6-Di-Hidroxitriptamina/administração & dosagem , 5,6-Di-Hidroxitriptamina/análogos & derivados , 5,6-Di-Hidroxitriptamina/toxicidade , Animais , Creatinina/administração & dosagem , Creatinina/análogos & derivados , Creatinina/toxicidade , Aprendizagem por Discriminação/efeitos dos fármacos , Infusões Intraventriculares , Masculino , Estimulação Luminosa/métodos , Córtex Pré-Frontal/efeitos dos fármacos , Ratos , Reversão de Aprendizagem/efeitos dos fármacos , Neurônios Serotoninérgicos/efeitos dos fármacos , Percepção Visual/efeitos dos fármacos
5.
PLoS Genet ; 13(5): e1006728, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28498854

RESUMO

Hypertension is a leading cause of global disease, mortality, and disability. While individuals of African descent suffer a disproportionate burden of hypertension and its complications, they have been underrepresented in genetic studies. To identify novel susceptibility loci for blood pressure and hypertension in people of African ancestry, we performed both single and multiple-trait genome-wide association analyses. We analyzed 21 genome-wide association studies comprised of 31,968 individuals of African ancestry, and validated our results with additional 54,395 individuals from multi-ethnic studies. These analyses identified nine loci with eleven independent variants which reached genome-wide significance (P < 1.25×10-8) for either systolic and diastolic blood pressure, hypertension, or for combined traits. Single-trait analyses identified two loci (TARID/TCF21 and LLPH/TMBIM4) and multiple-trait analyses identified one novel locus (FRMD3) for blood pressure. At these three loci, as well as at GRP20/CDH17, associated variants had alleles common only in African-ancestry populations. Functional annotation showed enrichment for genes expressed in immune and kidney cells, as well as in heart and vascular cells/tissues. Experiments driven by these findings and using angiotensin-II induced hypertension in mice showed altered kidney mRNA expression of six genes, suggesting their potential role in hypertension. Our study provides new evidence for genes related to hypertension susceptibility, and the need to study African-ancestry populations in order to identify biologic factors contributing to hypertension.


Assuntos
Pressão Sanguínea/genética , Loci Gênicos , Hipertensão/genética , Herança Multifatorial , Negro ou Afro-Americano/genética , Animais , Fatores de Transcrição Hélice-Alça-Hélice Básicos/genética , Caderinas/genética , Estudos de Casos e Controles , Feminino , Estudo de Associação Genômica Ampla , Humanos , Hipertensão/etnologia , Masculino , Proteínas de Membrana/genética , Camundongos , Polimorfismo de Nucleotídeo Único
6.
Blood Cells Mol Dis ; 73: 1-8, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-30120022

RESUMO

Patients with sickle cell disease (SCD) display puzzling inter-individual phenotypic heterogeneity, conceivably related to inherent differences in antioxidant protection, hemoglobin binding, bilirubin catabolism and methyl group handling. Therefore, we explored putative associations between clinically important phenotypic measures and functional polymorphisms within specific candidate genes encoding glutathione S-transferase, haptoglobin, uridine 5'-diphospho-glucuronosyltransferase 1A1, methyl tetrahydrofolate reductase, 5-methyltetrahydrofolate-homocysteine methyltransferase, and cystathionine beta-synthase. Two-hundred and thirty SCD participants (mean age 25.1 ±â€¯2.8) were recruited from Jamaica's Annual Sickle Cell Unit Cohort Review - two-hundred and five had homozygous hemoglobin SS (HbSS) disease, twenty-five had hemoglobin SC (HbSC) disease. Regression analyses revealed some novel genotype-phenotype associations. HbSC participants had significantly lower mean lactate dehydrogenase (p = 0.01) and glutathione (p < 0.001) values than HbSS participants. Glutathione S-transferase P1 (GSTP1) was significantly associated with mean corpuscular hemoglobin concentration using univariate (p = 0.044) and multivariable regression (p = 0.012). 5-methyltetrahydrofolate-homocysteine methyltransferase (MTR) was significantly associated with hemoglobin F % using univariate (p = 0.010) and multivariable regression (p = 0.009). In conclusion, this exploratory cross-sectional study generated novel, useable, and informative genotype-phenotype estimates of association, but larger studies are needed to determine whether these specific variants are related to inter-individual phenotypic variability in SCD.


Assuntos
Anemia Falciforme/epidemiologia , Estudos de Associação Genética , Adulto , Anemia Falciforme/genética , Anemia Falciforme/patologia , Estudos Transversais , Enzimas/genética , Doença da Hemoglobina SC , Hemoglobina Falciforme , Humanos , Jamaica , Polimorfismo Genético , Análise de Regressão
7.
Eur J Haematol ; 100(2): 147-153, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-29114966

RESUMO

OBJECTIVES: To explore putative associations between specific variants in either the glutathione S-transferase (GST), haptoglobin (HP) or uridine 5'-diphospho-glucuronosyltransferase 1A1 (UGT1A1) genes and clinically important phenotypes in sickle cell anaemia (HbSS). METHODS: 371 HbSS participants were recruited from the Sickle Cell Clinic of the Sickle Cell Unit at the University of the West Indies, Kingston, Jamaica. Markers within four GST superfamily genes, the HP gene and the UGT1A1 gene were analysed using PCR-based assays. RESULTS: Multivariable regression revealed statistically significant associations between the GSTP1 Ile105Val heterozygote and HbA2 levels (P = .016), HbF percentage (P = .001), MCH concentration (P = .028) and reticulocyte count (P = .032), while the GSTM3 D/D homozygote was significantly associated with HbA2 levels (P = .032). The UGT1A1 (TA)6 /(TA)8 heterozygote showed statistically significant associations with HbA2 levels (P = .019), HbF percentage (P < .001), haemoglobin levels (P = .008), PCV values (P = .007) and RBC counts (P = .041). CONCLUSION: This exploratory cross-sectional study has generated novel and informative genotype-phenotype estimates of association, but larger studies are needed to determine whether these specific variants within the GST, UGT1A1 and HP genes are related to interindividual phenotypic variability in HbSS.


Assuntos
Anemia Falciforme/diagnóstico , Anemia Falciforme/genética , Variação Genética , Glucuronosiltransferase/genética , Glutationa Transferase/genética , Haptoglobinas/genética , Fenótipo , Adulto , Biomarcadores , Estudos Transversais , Índices de Eritrócitos , Feminino , Estudos de Associação Genética , Hemoglobina Falciforme/genética , Humanos , Jamaica , Masculino , Pessoa de Meia-Idade , Adulto Jovem
8.
PLoS Genet ; 7(2): e1001300, 2011 Feb 10.
Artigo em Inglês | MEDLINE | ID: mdl-21347282

RESUMO

Coronary heart disease (CHD) is the leading cause of mortality in African Americans. To identify common genetic polymorphisms associated with CHD and its risk factors (LDL- and HDL-cholesterol (LDL-C and HDL-C), hypertension, smoking, and type-2 diabetes) in individuals of African ancestry, we performed a genome-wide association study (GWAS) in 8,090 African Americans from five population-based cohorts. We replicated 17 loci previously associated with CHD or its risk factors in Caucasians. For five of these regions (CHD: CDKN2A/CDKN2B; HDL-C: FADS1-3, PLTP, LPL, and ABCA1), we could leverage the distinct linkage disequilibrium (LD) patterns in African Americans to identify DNA polymorphisms more strongly associated with the phenotypes than the previously reported index SNPs found in Caucasian populations. We also developed a new approach for association testing in admixed populations that uses allelic and local ancestry variation. Using this method, we discovered several loci that would have been missed using the basic allelic and global ancestry information only. Our conclusions suggest that no major loci uniquely explain the high prevalence of CHD in African Americans. Our project has developed resources and methods that address both admixture- and SNP-association to maximize power for genetic discovery in even larger African-American consortia.


Assuntos
HDL-Colesterol/genética , LDL-Colesterol/genética , Doença das Coronárias/genética , Estudo de Associação Genômica Ampla , Hipertensão/genética , Negro ou Afro-Americano/genética , Dessaturase de Ácido Graxo Delta-5 , Genoma Humano , Humanos , Polimorfismo de Nucleotídeo Único/genética , Fatores de Risco , Estados Unidos , População Branca
9.
J Neurosci ; 32(38): 13039-51, 2012 Sep 19.
Artigo em Inglês | MEDLINE | ID: mdl-22993422

RESUMO

The ability of neurons to modulate synaptic strength underpins synaptic plasticity, learning and memory, and adaptation to sensory experience. Despite the importance of synaptic adaptation in directing, reinforcing, and revising the behavioral response to environmental influences, the cellular and molecular mechanisms underlying synaptic adaptation are far from clear. Brain-derived neurotrophic factor (BDNF) is a prime initiator of structural and functional synaptic adaptation. However, the signaling cascade activated by BDNF to initiate these adaptive changes has not been elucidated. We have previously shown that BDNF activates mitogen- and stress-activated kinase 1 (MSK1), which regulates gene transcription via the phosphorylation of both CREB and histone H3. Using mice with a kinase-dead knock-in mutation of MSK1, we now show that MSK1 is necessary for the upregulation of synaptic strength in response to environmental enrichment in vivo. Furthermore, neurons from MSK1 kinase-dead mice failed to show scaling of synaptic transmission in response to activity deprivation in vitro, a deficit that could be rescued by reintroduction of wild-type MSK1. We also show that MSK1 forms part of a BDNF- and MAPK-dependent signaling cascade required for homeostatic synaptic scaling, which likely resides in the ability of MSK1 to regulate cell surface GluA1 expression via the induction of Arc/Arg3.1. These results demonstrate that MSK1 is an integral part of a signaling pathway that underlies the adaptive response to synaptic and environmental experience. MSK1 may thus act as a key homeostat in the activity- and experience-dependent regulation of synaptic strength.


Assuntos
Homeostase/genética , Plasticidade Neuronal/genética , Neurônios/metabolismo , Proteínas Quinases S6 Ribossômicas 90-kDa/metabolismo , Sinapses/fisiologia , Análise de Variância , Animais , Animais Recém-Nascidos , Fator Neurotrófico Derivado do Encéfalo/farmacologia , Células Cultivadas , Proteínas do Citoesqueleto/metabolismo , Espinhas Dendríticas/fisiologia , Meio Ambiente , Inibidores Enzimáticos/farmacologia , Potenciais Pós-Sinápticos Excitadores/efeitos dos fármacos , Potenciais Pós-Sinápticos Excitadores/genética , Feminino , Regulação da Expressão Gênica/efeitos dos fármacos , Regulação da Expressão Gênica/genética , Proteínas de Fluorescência Verde/genética , Hipocampo/citologia , Homeostase/efeitos dos fármacos , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , Proteínas do Tecido Nervoso/metabolismo , Plasticidade Neuronal/efeitos dos fármacos , Neurônios/ultraestrutura , Técnicas de Patch-Clamp , Mutação Puntual/genética , Receptores de AMPA/metabolismo , Proteínas Quinases S6 Ribossômicas 90-kDa/genética , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética , Bloqueadores dos Canais de Sódio/farmacologia , Sinapses/genética , Tetrodotoxina/farmacologia , Fatores de Tempo
10.
Ann Hum Genet ; 77(6): 465-71, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-23937567

RESUMO

Angiotensin-I converting enzyme (ACE) occupies a pivotal role in cardiovascular homeostasis. Major loci for plasma ACE have been identified at ACE on Chromosome 17 and at ABO on Chromosome 9. We sought to characterise the genetic architecture of plasma ACE at finer resolution in two populations. We carried out a GWAS in 1810 individuals of Japanese ethnicity; this identified signals at ACE and ABO that together accounted for nearly half of the population variability of the trait. We conducted measured haplotype analysis at the ABO locus in 1425 members of 248 British families using haplotypes of three SNPs, which together tagged the alleles responsible for the principal blood group antigens A1, A2, B and O. Type O alleles were associated with intermediate plasma ACE activity compared to Type A1 alleles (in whom plasma ACE activity was ∼36% lower) and Type B alleles (in whom plasma ACE activity was ∼36% higher). We demonstrated heterogeneity among A alleles: A2 alleles were associated with plasma ACE activity that was very similar to the O alleles. Variation at ACE accounted for 35% of the trait variance, and variation at ABO accounted for 15%. A further 10% could be ascribed to polygenic effects.


Assuntos
Sistema ABO de Grupos Sanguíneos/genética , Alelos , Heterogeneidade Genética , Peptidil Dipeptidase A/sangue , Peptidil Dipeptidase A/genética , Locos de Características Quantitativas , Ativação Enzimática , Frequência do Gene , Estudos de Associação Genética , Estudo de Associação Genômica Ampla , Genótipo , Haplótipos , Humanos , Japão , Fenótipo , Polimorfismo de Nucleotídeo Único , População Branca/genética
11.
PLoS Genet ; 6(3): e1000866, 2010 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-20221249

RESUMO

As we move forward from the current generation of genome-wide association (GWA) studies, additional cohorts of different ancestries will be studied to increase power, fine map association signals, and generalize association results to additional populations. Knowledge of genetic ancestry as well as population substructure will become increasingly important for GWA studies in populations of unknown ancestry. Here we propose genotyping pooled DNA samples using genome-wide SNP arrays as a viable option to efficiently and inexpensively estimate admixture proportion and identify ancestry informative markers (AIMs) in populations of unknown origin. We constructed DNA pools from African American, Native Hawaiian, Latina, and Jamaican samples and genotyped them using the Affymetrix 6.0 array. Aided by individual genotype data from the African American cohort, we established quality control filters to remove poorly performing SNPs and estimated allele frequencies for the remaining SNPs in each panel. We then applied a regression-based method to estimate the proportion of admixture in each cohort using the allele frequencies estimated from pooling and populations from the International HapMap Consortium as reference panels, and identified AIMs unique to each population. In this study, we demonstrated that genotyping pooled DNA samples yields estimates of admixture proportion that are both consistent with our knowledge of population history and similar to those obtained by genotyping known AIMs. Furthermore, through validation by individual genotyping, we demonstrated that pooling is quite effective for identifying SNPs with large allele frequency differences (i.e., AIMs) and that these AIMs are able to differentiate two closely related populations (HapMap JPT and CHB).


Assuntos
Pool Gênico , Genética Populacional/métodos , Genoma Humano/genética , Filogenia , Povo Asiático/genética , Frequência do Gene/genética , Marcadores Genéticos , Genótipo , Humanos , Análise de Componente Principal , Controle de Qualidade , Reprodutibilidade dos Testes
12.
Hum Mol Genet ; 19(14): 2907-16, 2010 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-20430937

RESUMO

Genome-wide association studies have identified many common genetic variants that are associated with polygenic traits, and have typically been performed with individuals of recent European ancestry. In these populations, many common variants are tightly correlated, with the perfect or near-perfect proxies for the functional or true variant showing equivalent evidence of association, considerably limiting the resolution of fine mapping. Populations with recent African ancestry often have less extensive and/or different patterns of linkage disequilibrium (LD), and have been proposed to be useful in fine-mapping studies. Here, we strongly replicate and fine map in populations of predominantly African ancestry the association between variation at the FTO locus and body mass index (BMI) that is well established in populations of European ancestry. We genotyped single nucleotide polymorphisms that are correlated with the signal of association in individuals of European ancestry but that have varying degrees of correlation in African-derived individuals. Most of the variants, including one previously proposed as functionally important, have no significant association with BMI, but two variants, rs3751812 and rs9941349, show strong evidence of association (P = 2.58 x 10(-6) and 3.61 x 10(-6) in a meta-analysis of 9881 individuals). Thus, we have both strongly replicated this association in African-ancestry populations and narrowed the list of potentially causal variants to those that are correlated with rs3751812 and rs9941349 in African-derived populations. This study illustrates the potential of using populations with different LD patterns to fine map associations and helps pave the way for genetically guided functional studies at the FTO locus.


Assuntos
População Negra/genética , Loci Gênicos , Obesidade/genética , Proteínas/genética , Adolescente , Adulto , Idoso , Dioxigenase FTO Dependente de alfa-Cetoglutarato , Mapeamento Cromossômico , Feminino , Genética Populacional , Estudo de Associação Genômica Ampla , Humanos , Desequilíbrio de Ligação , Masculino , Pessoa de Meia-Idade , Polimorfismo de Nucleotídeo Único , Adulto Jovem
13.
Hum Mol Genet ; 19(13): 2725-38, 2010 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-20400458

RESUMO

Genome-wide association (GWA) studies have identified common variants that are associated with a variety of traits and diseases, but most studies have been performed in European-derived populations. Here, we describe the first genome-wide analyses of imputed genotype and copy number variants (CNVs) for anthropometric measures in African-derived populations: 1188 Nigerians from Igbo-Ora and Ibadan, Nigeria, and 743 African-Americans from Maywood, IL. To improve the reach of our study, we used imputation to estimate genotypes at approximately 2.1 million single-nucleotide polymorphisms (SNPs) and also tested CNVs for association. No SNPs or common CNVs reached a genome-wide significance level for association with height or body mass index (BMI), and the best signals from a meta-analysis of the two cohorts did not replicate in approximately 3700 African-Americans and Jamaicans. However, several loci previously confirmed in European populations showed evidence of replication in our GWA panel of African-derived populations, including variants near IHH and DLEU7 for height and MC4R for BMI. Analysis of global burden of rare CNVs suggested that lean individuals possess greater total burden of CNVs, but this finding was not supported in an independent European population. Our results suggest that there are not multiple loci with strong effects on anthropometric traits in African-derived populations and that sample sizes comparable to those needed in European GWA studies will be required to identify replicable associations. Meta-analysis of this data set with additional studies in African-ancestry populations will be helpful to improve power to detect novel associations.


Assuntos
População Negra/genética , Negro ou Afro-Americano/genética , Variações do Número de Cópias de DNA , Estudo de Associação Genômica Ampla , Adolescente , Adulto , Idoso , Antropometria , Genótipo , Humanos , Illinois , Jamaica , Pessoa de Meia-Idade , Modelos Estatísticos , Nigéria , Polimorfismo de Nucleotídeo Único , Adulto Jovem
14.
SSM Popul Health ; 20: 101245, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36387020

RESUMO

In this paper, we extend the 'use it or lose it' hypothesis to analyse whether the negative effects of working hours eventually dominate the positive effects of work as the hours of work increase. Using panel data from the HILDA survey, we estimate the optimal hours of work for the health status of middle age and elderly workers. We deal with the potential endogeneity of working hours by using the instrumental variable estimation technique with instruments based on the age for pension eligibility. For males working relatively moderate hours (up to around 24-27 h a week), an increase in working hours has a positive impact on their health outcomes, but thereafter an increase in working hours has a negative impact on health outcomes. When weekly working hours exceed 50 h, an individual's health status is worse off than when he is not working at all.

15.
Hum Genet ; 130(5): 607-21, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21424828

RESUMO

Genome-wide genotyping of a cohort using pools rather than individual samples has long been proposed as a cost-saving alternative for performing genome-wide association (GWA) studies. However, successful disease gene mapping using pooled genotyping has thus far been limited to detecting common variants with large effect sizes, which tend not to exist for many complex common diseases or traits. Therefore, for DNA pooling to be a viable strategy for conducting GWA studies, it is important to determine whether commonly used genome-wide SNP array platforms such as the Affymetrix 6.0 array can reliably detect common variants of small effect sizes using pooled DNA. Taking obesity and age at menarche as examples of human complex traits, we assessed the feasibility of genome-wide genotyping of pooled DNA as a single-stage design for phenotype association. By individually genotyping the top associations identified by pooling, we obtained a 14- to 16-fold enrichment of SNPs nominally associated with the phenotype, but we likely missed the top true associations. In addition, we assessed whether genotyping pooled DNA can serve as an inexpensive screen as the second stage of a multi-stage design with a large number of samples by comparing the most cost-effective 3-stage designs with 80% power to detect common variants with genotypic relative risk of 1.1, with and without pooling. Given the current state of the specific technology we employed and the associated genotyping costs, we showed through simulation that a design involving pooling would be 1.07 times more expensive than a design without pooling. Thus, while a significant amount of information exists within the data from pooled DNA, our analysis does not support genotyping pooled DNA as a means to efficiently identify common variants contributing small effects to phenotypes of interest. While our conclusions were based on the specific technology and study design we employed, the approach presented here will be useful for evaluating the utility of other or future genome-wide genotyping platforms in pooled DNA studies.


Assuntos
Estudo de Associação Genômica Ampla/métodos , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Análise de Sequência de DNA/métodos , Adolescente , Criança , Estudos de Coortes , Simulação por Computador , Feminino , Variação Genética , Estudo de Associação Genômica Ampla/economia , Humanos , Masculino , Menarca/genética , Obesidade/genética , Análise de Sequência com Séries de Oligonucleotídeos/economia , Polimorfismo de Nucleotídeo Único
16.
Future Sci OA ; 7(7): FSO733, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34254032

RESUMO

AIM: We propose a method for screening full blood count metadata for evidence of communicable and noncommunicable diseases using machine learning (ML). MATERIALS & METHODS: High dimensional hematology metadata was extracted over an 11-month period from Sysmex hematology analyzers from 43,761 patients. Predictive models for age, sex and individuality were developed to demonstrate the personalized nature of hematology data. Both numeric and raw flow cytometry data were used for both supervised and unsupervised ML to predict the presence of pneumonia, urinary tract infection and COVID-19. Heart failure was used as an objective to prove method generalizability. RESULTS: Chronological age was predicted by a deep neural network with R2: 0.59; mean absolute error: 12; sex with AUROC: 0.83, phi: 0.47; individuality with 99.7% accuracy, phi: 0.97; pneumonia with AUROC: 0.74, sensitivity 58%, specificity 79%, 95% CI: 0.73-0.75, p < 0.0001; urinary tract infection AUROC: 0.68, sensitivity 52%, specificity 79%, 95% CI: 0.67-0.68, p < 0.0001; COVID-19 AUROC: 0.8, sensitivity 82%, specificity 75%, 95% CI: 0.79-0.8, p = 0.0006; and heart failure area under the receiver operator curve (AUROC): 0.78, sensitivity 72%, specificity 72%, 95% CI: 0.77-0.78; p < 0.0001. CONCLUSION: ML applied to hematology data could predict communicable and noncommunicable diseases, both at local and global levels.

17.
Neuropsychopharmacology ; 45(5): 736-744, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31940660

RESUMO

Impaired cognitive flexibility in visual reversal-learning tasks has been observed in a wide range of neurological and neuropsychiatric disorders. Although both human and animal studies have implicated striatal D2-like and D1-like receptors (D2R; D1R) in this form of flexibility, less is known about the contribution they make within distinct sub-regions of the striatum and the different phases of visual reversal learning. The present study investigated the involvement of D2R and D1R during the early (perseverative) phase of reversal learning as well as in the intermediate and late stages (new learning) after microinfusions of D2R and D1R antagonists into the nucleus accumbens core and shell (NAcC; NAcS), the anterior and posterior dorsomedial striatum (DMS) and the dorsolateral striatum (DLS) on a touchscreen visual serial reversal-learning task. Reversal learning was improved after dopamine receptor blockade in the nucleus accumbens; the D1R antagonist, SCH23390, in the NAcS and the D2R antagonist, raclopride, in the NAcC selectively reduced early, perseverative errors. In contrast, reversal learning was impaired by D2R antagonism, but not D1R antagonism, in the dorsal striatum: raclopride increased errors in the intermediate phase after DMS infusions, and increased errors across phases after DLS infusions. These findings indicate that D1R and D2R modulate different stages of reversal learning through effects localised to different sub-regions of the striatum. Thus, deficits in behavioral flexibility observed in disorders linked to dopamine perturbations may be attributable to specific D1R and D2R dysfunction in distinct striatal sub-regions.


Assuntos
Neostriado/fisiologia , Núcleo Accumbens/fisiologia , Receptores de Dopamina D1/fisiologia , Receptores de Dopamina D2/fisiologia , Reversão de Aprendizagem/fisiologia , Animais , Discriminação Psicológica/fisiologia , Masculino , Ratos , Percepção Visual/fisiologia
18.
Br J Haematol ; 144(6): 954-60, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19120354

RESUMO

High levels of fetal haemoglobin (HbF) are protective in beta-haemoglobinopathies. The proportion of erythrocytes containing HbF (F-cells, FC) was measured in healthy adults of African and Caucasian ancestry to assess the feasibility of localizing genes for the FC trait using admixture mapping. Participants were Afro-Caribbean (AC) blood donors and residents of a rural enclave with a history of recent German admixture (Afro-German, AG) recruited in Jamaica, and Caucasian Europeans recruited in Jamaica and the UK. FC levels were significantly different between groups (P < 0.001); the geometric mean FC level in the AC sample (n = 176) was 3.75% [95% confidence interval (CI) 3.36-4.18], AG sample (n = 631) was 2.77% (95% CI 2.63-2.92), and among Caucasians (n = 1099) was 3.26% (95% CI 3.13-3.39). After adjustment for age, sex, haemoglobin electrophoresis pattern, and HBG2 genotype, FC levels in the AC group remained significantly different (P < 0.001) from those in the Caucasian and the AG group but the difference between the Caucasian and AG groups became non-significant (P = 0.46) despite substantial differences in average ancestry. The data confirm ethnic differences in FC levels and indicate the potential usefulness of these populations for admixture mapping of genes for FC levels.


Assuntos
Eritrócitos/química , Hemoglobina Fetal/análise , Grupos Raciais , Adulto , População Negra , Contagem de Células , Feminino , Hemoglobina Fetal/genética , Citometria de Fluxo , Genótipo , Humanos , Jamaica , Desequilíbrio de Ligação , Masculino , Polimorfismo de Fragmento de Restrição , Reino Unido , População Branca
19.
Nat Commun ; 10(1): 5791, 2019 12 19.
Artigo em Inglês | MEDLINE | ID: mdl-31857576

RESUMO

Edematous severe acute childhood malnutrition (edematous SAM or ESAM), which includes kwashiorkor, presents with more overt multi-organ dysfunction than non-edematous SAM (NESAM). Reduced concentrations and methyl-flux of methionine in 1-carbon metabolism have been reported in acute, but not recovered, ESAM, suggesting downstream DNA methylation changes could be relevant to differences in SAM pathogenesis. Here, we assess genome-wide DNA methylation in buccal cells of 309 SAM children using the 450 K microarray. Relative to NESAM, ESAM is characterized by multiple significantly hypomethylated loci, which is not observed among SAM-recovered adults. Gene expression and methylation show both positive and negative correlation, suggesting a complex transcriptional response to SAM. Hypomethylated loci link to disorders of nutrition and metabolism, including fatty liver and diabetes, and appear to be influenced by genetic variation. Our epigenetic findings provide a potential molecular link to reported aberrant 1-carbon metabolism in ESAM and support consideration of methyl-group supplementation in ESAM.


Assuntos
Metilação de DNA , Epigenoma/genética , Desnutrição Aguda Grave/genética , Adolescente , Adulto , Estudos de Casos e Controles , Pré-Escolar , Ilhas de CpG/genética , Epigenômica/métodos , Feminino , Perfilação da Expressão Gênica , Humanos , Lactente , Jamaica/epidemiologia , Malaui/epidemiologia , Masculino , Mucosa Bucal , Estudos Prospectivos , Estudos Retrospectivos , Desnutrição Aguda Grave/mortalidade , Sobreviventes , Adulto Jovem
20.
BMC Genet ; 8: 52, 2007 Aug 10.
Artigo em Inglês | MEDLINE | ID: mdl-17688704

RESUMO

BACKGROUND: The sickle (betas) mutation in the beta-globin gene (HBB) occurs on five "classical" betas haplotype backgrounds in ethnic groups of African ancestry. Strong selection in favour of the betas allele - a consequence of protection from severe malarial infection afforded by heterozygotes - has been associated with a high degree of extended haplotype similarity. The relationship between classical betas haplotypes and long-range haplotype similarity may have both anthropological and clinical implications, but to date has not been explored. Here we evaluate the haplotype similarity of classical betas haplotypes over 400 kb in population samples from Jamaica, The Gambia, and among the Yoruba of Nigeria (Hapmap YRI). RESULTS: The most common betas sub-haplotype among Jamaicans and the Yoruba was the Benin haplotype, while in The Gambia the Senegal haplotype was observed most commonly. Both subtypes exhibited a high degree of long-range haplotype similarity extending across approximately 400 kb in all three populations. This long-range similarity was significantly greater than that seen for other haplotypes sampled in these populations (P < 0.001), and was independent of marker choice and marker density. Among the Yoruba, Benin haplotypes were highly conserved, with very strong linkage disequilibrium (LD) extending a megabase across the betas mutation. CONCLUSION: Two different classical betas haplotypes, sampled from different populations, exhibit comparable and extensive long-range haplotype similarity and strong LD. This LD extends across the adjacent recombination hotspot, and is discernable at distances in excess of 400 kb. Although the multi-centric geographic distribution of betas haplotypes indicates strong subdivision among early Holocene sub-Saharan populations, we find no evidence that selective pressures imposed by falciparum malaria varied in intensity or timing between these subpopulations. Our observations also suggest that cis-acting loci, which may influence outcomes in sickle cell disease, could lie considerable distances away from beta-globin.


Assuntos
Anemia Falciforme/genética , População Negra/genética , Globinas/genética , Haplótipos , Hemoglobina Falciforme/genética , Adulto , Alelos , Anemia Falciforme/etnologia , Gâmbia/epidemiologia , Humanos , Jamaica/epidemiologia , Mutação , Nigéria/epidemiologia , Polimorfismo de Nucleotídeo Único , Traço Falciforme/etnologia , Traço Falciforme/genética
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