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1.
J Neurosci ; 44(8)2024 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-38148154

RESUMO

SCN2A encodes NaV1.2, an excitatory neuron voltage-gated sodium channel and a major monogenic cause of neurodevelopmental disorders, including developmental and epileptic encephalopathies (DEE) and autism. Clinical presentation and pharmocosensitivity vary with the nature of SCN2A variant dysfunction and can be divided into gain-of-function (GoF) cases with pre- or peri-natal seizures and loss-of-function (LoF) patients typically having infantile spasms after 6 months of age. We established and assessed patient induced pluripotent stem cell (iPSC) - derived neuronal models for two recurrent SCN2A DEE variants with GoF R1882Q and LoF R853Q associated with early- and late-onset DEE, respectively. Two male patient-derived iPSC isogenic pairs were differentiated using Neurogenin-2 overexpression yielding populations of cortical-like glutamatergic neurons. Functional properties were assessed using patch clamp and multielectrode array recordings and transcriptomic profiles obtained with total mRNA sequencing after 2-4 weeks in culture. At 3 weeks of differentiation, increased neuronal activity at cellular and network levels was observed for R1882Q iPSC-derived neurons. In contrast, R853Q neurons showed only subtle changes in excitability after 4 weeks and an overall reduced network activity after 7 weeks in vitro. Consistent with the reported efficacy in some GoF SCN2A patients, phenytoin (sodium channel blocker) reduced the excitability of neurons to the control levels in R1882Q neuronal cultures. Transcriptomic alterations in neurons were detected for each variant and convergent pathways suggested potential shared mechanisms underlying SCN2A DEE. In summary, patient iPSC-derived neuronal models of SCN2A GoF and LoF pathogenic variants causing DEE show specific functional and transcriptomic in vitro phenotypes.


Assuntos
Células-Tronco Pluripotentes Induzidas , Espasmos Infantis , Humanos , Masculino , Células-Tronco Pluripotentes Induzidas/metabolismo , Convulsões/genética , Espasmos Infantis/genética , Espasmos Infantis/metabolismo , Fenótipo , Neurônios/metabolismo , Canal de Sódio Disparado por Voltagem NAV1.2/genética
2.
J Infect Dis ; 229(4): 1010-1018, 2024 Apr 12.
Artigo em Inglês | MEDLINE | ID: mdl-37592804

RESUMO

BACKGROUND: Histo-blood group antigen (HBGA) status may affect vaccine efficacy due to rotavirus strains binding to HBGAs in a P genotype-dependent manner. This study aimed to determine if HBGA status affected vaccine take of the G3P[6] neonatal vaccine RV3-BB. METHODS: DNA was extracted from stool samples collected in a subset (n = 164) of the RV3-BB phase IIb trial in Indonesian infants. FUT2 and FUT3 genes were amplified and sequenced, with any single-nucleotide polymorphisms analyzed to infer Lewis and secretor status. Measures of positive cumulative vaccine take were defined as serum immune response (immunoglobulin A or serum-neutralizing antibody) and/or stool excretion of RV3-BB virus. Participants were stratified by HBGA status and measures of vaccine take. RESULTS: In 147 of 164 participants, Lewis and secretor phenotype were determined. Positive vaccine take was recorded for 144 (97.9%) of 147 participants with the combined phenotype determined. Cumulative vaccine take was not significantly associated with secretor status (relative risk, 1.00 [95% CI, .94-1.06]; P = .97) or Lewis phenotype (relative risk, 1.03 [95% CI, .94-1.14]; P = .33), nor was a difference observed when analyzed by each component of vaccine take. CONCLUSIONS: The RV3-BB vaccine produced positive cumulative vaccine take, irrespective of HBGA status in Indonesian infants.


Assuntos
Antígenos de Grupos Sanguíneos , Infecções por Rotavirus , Vacinas contra Rotavirus , Rotavirus , Lactente , Recém-Nascido , Humanos , Vacinas contra Rotavirus/genética , Indonésia , Genótipo
3.
Respir Res ; 23(1): 346, 2022 Dec 14.
Artigo em Inglês | MEDLINE | ID: mdl-36517795

RESUMO

BACKGROUND: A lack of clear trial evidence often hampers clinical decision-making during support of the preterm lung at birth. Protein biomarkers have been used to define acute lung injury phenotypes and improve patient selection for specific interventions in adult respiratory distress syndrome. The objective of the study was to use proteomics to provide a deeper biological understanding of acute lung injury phenotypes resulting from different aeration strategies at birth in the preterm lung. METHODS: Changes in protein abundance against an unventilated group (n = 7) were identified via mass spectrometry in a biobank of gravity dependent and non-dependent lung tissue from preterm lambs managed with either a Sustained Inflation (SI, n = 20), Dynamic PEEP (DynPEEP, n = 19) or static PEEP (StatPEEP, n = 11). Ventilation strategy-specific pathways and functions were identified (PANTHER and WebGestalt Tool) and phenotypes defined using integrated analysis of proteome, physiological and clinical datasets (MixOmics package). RESULTS: 2372 proteins were identified. More altered proteins were identified in the non-dependent lung, and in SI group than StatPEEP and DynPEEP. Different inflammation, immune system, apoptosis and cytokine pathway enrichment were identified for each strategy and lung region. Specific integration maps of clinical and physiological outcomes to specific proteins could be generated for each strategy. CONCLUSIONS: Proteomics mapped the molecular events initiating acute lung injury and identified detailed strategy-specific phenotypes. This study demonstrates the potential to characterise preterm lung injury by the direct aetiology and response to lung injury; the first step towards true precision medicine in neonatology.


Assuntos
Lesão Pulmonar Aguda , Lesão Pulmonar , Ovinos , Animais , Lesão Pulmonar/metabolismo , Respiração com Pressão Positiva/métodos , Animais Recém-Nascidos , Pulmão/metabolismo , Respiração Artificial/métodos , Fenótipo , Lesão Pulmonar Aguda/metabolismo
4.
Eur Heart J ; 41(48): 4580-4588, 2020 12 21.
Artigo em Inglês | MEDLINE | ID: mdl-33206176

RESUMO

AIMS: Angiotensin-converting enzyme 2 (ACE2) is the cellular entry point for severe acute respiratory syndrome coronavirus (SARS-CoV-2)-the cause of coronavirus disease 2019 (COVID-19). However, the effect of renin-angiotensin system (RAS)-inhibition on ACE2 expression in human tissues of key relevance to blood pressure regulation and COVID-19 infection has not previously been reported. METHODS AND RESULTS: We examined how hypertension, its major metabolic co-phenotypes, and antihypertensive medications relate to ACE2 renal expression using information from up to 436 patients whose kidney transcriptomes were characterized by RNA-sequencing. We further validated some of the key observations in other human tissues and/or a controlled experimental model. Our data reveal increasing expression of ACE2 with age in both human lungs and the kidney. We show no association between renal expression of ACE2 and either hypertension or common types of RAS inhibiting drugs. We demonstrate that renal abundance of ACE2 is positively associated with a biochemical index of kidney function and show a strong enrichment for genes responsible for kidney health and disease in ACE2 co-expression analysis. CONCLUSION: Our results indicate that neither hypertension nor antihypertensive treatment is likely to alter the expression of the key entry receptor for SARS-CoV-2 in the human kidney. Our data further suggest that in the absence of SARS-CoV-2 infection, kidney ACE2 is most likely nephro-protective but the age-related increase in its expression within lungs and kidneys may be relevant to the risk of SARS-CoV-2 infection.


Assuntos
Enzima de Conversão de Angiotensina 2/genética , Enzima de Conversão de Angiotensina 2/metabolismo , Anti-Hipertensivos/farmacologia , Hipertensão , Túbulos Renais/metabolismo , Pulmão/metabolismo , Sistema Renina-Angiotensina/efeitos dos fármacos , Antagonistas Adrenérgicos beta/farmacologia , Adulto , Fatores Etários , Idoso , Antagonistas de Receptores de Angiotensina/farmacologia , Inibidores da Enzima Conversora de Angiotensina/farmacologia , Animais , COVID-19/complicações , Diuréticos/farmacologia , Feminino , Perfilação da Expressão Gênica , Taxa de Filtração Glomerular , Humanos , Hipertensão/tratamento farmacológico , Hipertensão/genética , Túbulos Renais/fisiopatologia , Masculino , Pessoa de Meia-Idade , Ratos , Ratos Endogâmicos SHR , SARS-CoV-2 , Análise de Sequência de RNA , Fatores Sexuais , Transcriptoma/efeitos dos fármacos
5.
J Infect Dis ; 221(7): 1070-1078, 2020 03 16.
Artigo em Inglês | MEDLINE | ID: mdl-31763671

RESUMO

BACKGROUND: VP4 [P] genotype binding specificities of rotaviruses and differential expression of histo-blood group antigens (HBGAs) between populations may contribute to reduced efficacy against severe rotavirus disease. P[6]-based rotavirus vaccines could broaden protection in such settings, particularly in Africa, where the Lewis-negative phenotype and P[6] rotavirus strains are common. METHODS: The association between HBGA status and G3P[6] rotavirus vaccine (RV3-BB) take was investigated in a phase 2A study of RV3-BB vaccine involving 46 individuals in Dunedin, New Zealand, during 2012-2014. FUT2 and FUT3 genotypes were determined from DNA extracted from stool specimens, and frequencies of positive cumulative vaccine take, defined as an RV3-BB serum immune response (either immunoglobulin A or serum neutralizing antibody) and/or stool excretion of the vaccine strain, stratified by HBGA status were determined. RESULTS: RV3-BB produced positive cumulative vaccine take in 29 of 32 individuals (91%) who expressed a functional FUT2 enzyme (the secretor group), 13 of 13 (100%) who were FUT2 null (the nonsecretor group), and 1 of 1 with reduced FUT2 activity (i.e., a weak secretor); in 37 of 40 individuals (93%) who expressed a functional FUT3 enzyme (the Lewis-positive group) and 3 of 3 who were FUT3 null (the Lewis-negative group); and in 25 of 28 Lewis-positive secretors (89%), 12 of 12 Lewis-positive nonsecretors (100%), 2 of 2 Lewis-negative secretors, and 1 of 1 Lewis-negative weak secretor. CONCLUSIONS: RV3-BB produced positive cumulative vaccine take irrespective of HBGA status. RV3-BB has the potential to provide an improved level of protection in settings where P[6] rotavirus disease is endemic, irrespective of the HBGA profile of the population.


Assuntos
Antígenos de Grupos Sanguíneos , Vacinas contra Rotavirus/administração & dosagem , Vacinas contra Rotavirus/imunologia , Anticorpos Antivirais/sangue , Estudos de Coortes , Fezes/enzimologia , Fucosiltransferases/genética , Humanos , Recém-Nascido , Galactosídeo 2-alfa-L-Fucosiltransferase
6.
Am J Epidemiol ; 189(12): 1512-1520, 2020 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-32661550

RESUMO

In Australia, as in many industrialized countries, the past 50 years have been marked by increasing female labor-force participation. It is popularly speculated that this might impose a mental-health burden on women and their children. This analysis aimed to examine the associations between household labor-force participation (household employment configuration) and the mental health of parents and children. Seven waves of data from the Longitudinal Study of Australian Children were used, comprising 2004-2016, with children aged 4-17 years). Mental health outcome measures were the Strengths and Difficulties Questionnaire (children/adolescents) and 6-item Kessler Psychological Distress Scale (parents). A 5-category measure of household employment configuration was derived from parental reports: both parents full-time, male-breadwinner, female-breadwinner, shared-part-time employment (both part-time) and father full-time/mother part-time (1.5-earner). Fixed-effects regression models were used to compare within-person effects, controlling for time-varying confounders. For men, the male-breadwinner configuration was associated with poorer mental health compared with the 1.5-earner configuration (ß = 0.21, 95% confidence interval: 0.05, 0.36). No evidence of association was observed for either women or children. This counters prevailing social attitudes, suggesting that neither children nor women are adversely affected by household employment configuration, nor are they disadvantaged by the extent of this labor-force participation. Men's mental health appears to be poorer when they are the sole household breadwinner.


Assuntos
Emprego/psicologia , Características da Família , Saúde Mental , Pais/psicologia , Mulheres Trabalhadoras/psicologia , Adolescente , Austrália , Criança , Pré-Escolar , Emprego/estatística & dados numéricos , Feminino , Humanos , Estudos Longitudinais , Masculino , Psicologia da Criança
7.
J Mol Evol ; 88(1): 12-25, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31863128

RESUMO

Between the 1930s and 1950s, scientists developed key principles of population genetics to try and explain the aging process. Almost a century later, these aging theories, including antagonistic pleiotropy and mutation accumulation, have been experimentally validated in animals. Although the theories have been much harder to test in humans despite research dating back to the 1970s, recent research is closing this evidence gap. Here we examine the strength of evidence for antagonistic pleiotropy in humans, one of the leading evolutionary explanations for the retention of genetic risk variation for non-communicable diseases. We discuss the analytical tools and types of data that are used to test for patterns of antagonistic pleiotropy and provide a primer of evolutionary theory on types of selection as a guide for understanding this mechanism and how it may manifest in other diseases. We find an abundance of non-experimental evidence for antagonistic pleiotropy in many diseases. In some cases, several studies have independently found corroborating evidence for this mechanism in the same or related sets of diseases including cancer and neurodegenerative diseases. Recent studies also suggest antagonistic pleiotropy may be involved in cardiovascular disease and diabetes. There are also compelling examples of disease risk variants that confer fitness benefits ranging from resistance to other diseases or survival in extreme environments. This provides increasingly strong support for the theory that antagonistic pleiotropic variants have enabled improved fitness but have been traded for higher burden of disease later in life. Future research in this field is required to better understand how this mechanism influences contemporary disease and possible consequences for their treatment.


Assuntos
Doença/genética , Pleiotropia Genética/genética , Evolução Biológica , Evolução Molecular , Genética Populacional/métodos , Humanos , Mutação , Seleção Genética/genética
8.
BMC Public Health ; 20(1): 325, 2020 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-32164650

RESUMO

BACKGROUND: Employment is recognised as facilitating the personal and clinical recovery of people with psychosocial disability. Yet this group continue to experience considerable barriers to work, and, constitute a significant proportion of individuals engaged with Disability Employment Services (DES). Recognition of the role of recovery-oriented practice within DES remains limited, despite these approaches being widely promoted as best-practice within the field of mental health. METHODS: The Improving Disability Employment Study (IDES) aims to gather evidence on factors influencing employment outcomes for Australians with disability. Descriptive analysis and linear regression of IDES survey data from 369 DES participants, alongside narrative analysis of data collected through 56 in-depth interviews with 30 DES participants with psychosocial disability, allowed us to explore factors influencing mental health, well-being and personal recovery within the context of DES. RESULTS: Psychosocial disability was reported as the main disability by 48% of IDES respondents. These individuals had significantly lower scores on measures of mental health and well-being (44.9, 48.4 respectively, p ≤ 0.01), compared with respondents with other disability types (52.2, 54.3 p ≤ 0.01). Within this group, individuals currently employed had higher mental health and well-being scores than those not employed (47.5 vs 36.9, 55.5 vs 45.4 respectively, p ≤ 0.01). Building on these findings, our qualitative analysis identified five personal recovery narratives: 1) Recovery in spite of DES; 2) DES as a key actor in recovery; 3) DES playing a supporting role in fluctuating journeys of recovery; 4) Recovery undermined by DES; and, 5) Just surviving regardless of DES. Narratives were strongly influenced by participants' mental health and employment status, alongside the relationship with their DES worker, and, participants' perspectives on the effectiveness of services provided. CONCLUSION: These findings re-iterate the importance of work in supporting the mental health and well-being of people with psychosocial disability. Alongside access to secure and meaningful work, personal recovery was facilitated within the context of DES when frontline workers utilised approaches that align with recovery-orientated practices. However, these approaches were not consistently applied. Given the number of people with psychosocial disability moving through DES, encouraging greater consideration of recovery-oriented practice within DES and investment in building the capacity of frontline staff to utilise such practice is warranted.


Assuntos
Pessoas com Deficiência/reabilitação , Emprego/psicologia , Recuperação da Saúde Mental , Narração , Adolescente , Adulto , Austrália , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Inquéritos e Questionários , Adulto Jovem
9.
Soc Psychiatry Psychiatr Epidemiol ; 55(10): 1311-1321, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32055895

RESUMO

PURPOSE: We aimed to understand how much of the gender difference in mental health service use could be due to the joint mediation of employment, behavioural and material factors, social support and mental health need. METHODS: We used data from employed individuals aged 18-65 years who participated in the 2015-2017 waves of the Household, Income and Labour Dynamics in Australia survey. The exposure (male, female) and confounders were measured in 2015, mediators in 2016 and the outcome-whether a person had seen a mental health professional in the previous year-was measured in 2017. We estimated natural mediation effects using weighted counterfactual predictions from a logistic regression model. RESULTS: Men were less likely to see a mental health care provider than women. The total causal effect on the risk difference scale was - 0.045 (95% CI - 0.056, - 0,034). The counterfactual of men taking the mediator values of women explained 28% (95% CI 1.7%, 54%) of the total effect, with the natural direct effect estimated to represent an absolute risk difference of - 0.033 (95% CI - 0.048, - 0.018) and the natural indirect effect - 0.012 (95% CI - 0.022, - 0.0027). CONCLUSION: Gendered differences in the use of mental health services could be reduced by addressing inequalities in health, employment, material and behavioural factors, and social support.


Assuntos
Serviços de Saúde Mental , Adolescente , Adulto , Idoso , Austrália/epidemiologia , Emprego , Feminino , Humanos , Renda , Masculino , Saúde Mental , Pessoa de Meia-Idade , Adulto Jovem
10.
PLoS Genet ; 13(6): e1006328, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28640878

RESUMO

Traditional genome-wide scans for positive selection have mainly uncovered selective sweeps associated with monogenic traits. While selection on quantitative traits is much more common, very few signals have been detected because of their polygenic nature. We searched for positive selection signals underlying coronary artery disease (CAD) in worldwide populations, using novel approaches to quantify relationships between polygenic selection signals and CAD genetic risk. We identified new candidate adaptive loci that appear to have been directly modified by disease pressures given their significant associations with CAD genetic risk. These candidates were all uniquely and consistently associated with many different male and female reproductive traits suggesting selection may have also targeted these because of their direct effects on fitness. We found that CAD loci are significantly enriched for lifetime reproductive success relative to the rest of the human genome, with evidence that the relationship between CAD and lifetime reproductive success is antagonistic. This supports the presence of antagonistic-pleiotropic tradeoffs on CAD loci and provides a novel explanation for the maintenance and high prevalence of CAD in modern humans. Lastly, we found that positive selection more often targeted CAD gene regulatory variants using HapMap3 lymphoblastoid cell lines, which further highlights the unique biological significance of candidate adaptive loci underlying CAD. Our study provides a novel approach for detecting selection on polygenic traits and evidence that modern human genomes have evolved in response to CAD-induced selection pressures and other early-life traits sharing pleiotropic links with CAD.


Assuntos
Doença da Artéria Coronariana/genética , Loci Gênicos , Pleiotropia Genética , Seleção Genética , Aptidão Genética , Projeto HapMap , Humanos , Polimorfismo de Nucleotídeo Único
11.
Am J Respir Cell Mol Biol ; 61(5): 631-642, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-30995072

RESUMO

The development of regional lung injury in the preterm lung is not well understood. This study aimed to characterize time-dependent and regionally specific injury patterns associated with early ventilation of the preterm lung using a mass spectrometry-based proteomic approach. Preterm lambs delivered at 124-127 days gestation received 15 or 90 minutes of mechanical ventilation (positive end-expiratory pressure = 8 cm H2O, Vt = 6-8 ml/kg) and were compared with unventilated control lambs. At study completion, lung tissue was taken from standardized nondependent and dependent regions, and assessed for lung injury via histology, quantitative PCR, and proteomic analysis using Orbitrap-mass spectrometry. Ingenuity pathway analysis software was used to identify temporal and region-specific enrichments in pathways and functions. Apoptotic cell numbers were ninefold higher in nondependent lung at 15 and 90 minutes compared with controls, whereas proliferative cells were increased fourfold in the dependent lung at 90 minutes. The relative gene expression of lung injury markers was increased at 90 minutes in nondependent lung and unchanged in gravity-dependent lung. Within the proteome, the number of differentially expressed proteins was fourfold higher in the nondependent lung than the dependent lung. The number of differential proteins increased over time in both lung regions. A total of 95% of enriched canonical pathways and 94% of enriched cellular and molecular functions were identified only in nondependent lung tissue from the 90-minute ventilation group. In conclusion, complex injury pathways are initiated within the preterm lung after 15 minutes of ventilation and amplified by continuing ventilation. Injury development is region specific, with greater alterations within the proteome of nondependent lung.


Assuntos
Lesão Pulmonar/patologia , Pulmão/patologia , Proteoma/metabolismo , Lesão Pulmonar Induzida por Ventilação Mecânica/patologia , Animais , Feminino , Pulmão/metabolismo , Lesão Pulmonar/metabolismo , Masculino , Respiração com Pressão Positiva/métodos , Proteômica/métodos , Respiração Artificial/métodos , Ovinos , Lesão Pulmonar Induzida por Ventilação Mecânica/metabolismo
12.
Adv Exp Med Biol ; 1065: 627-642, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30051411

RESUMO

Phenotypic sex differences in coronary artery disease (CAD) and its risk factors have been apparent for many decades in basic and clinical research; however, whether these are also present at the gene level and thus influence genome-wide association and genetic risk prediction studies has often been ignored. From fundamental and medical standpoints, this is critically important to assess in order to fully understand the underlying genetic architecture that predisposes to CAD and better predict disease outcomes based on the interaction between genes, sex effects, and environment. In this chapter we aimed to (1) integrate the history and latest research from genome-wide association studies for CAD and clinical and genetic risk scores for prediction of CAD, (2) highlight sex-specific differences in these areas of research, and (3) discuss reasons why sex differences have often not been considered and, where present, why sex differences exist at genetic and phenotypic levels and how important they are for consideration in future research. While we find interesting examples of sex differences in effects of genetic variants on CAD, genome-wide association and genetic risk studies have typically not tested for sex-specific effects despite mounting evidence from diverse fields that these are likely very important to consider at both the genetic and phenotypic levels. In-depth testing for sex effects in large-scale genome-wide association studies that include autosomal and often excluded sex chromosomes alongside parallel improvements in resolution of sex-specific differences for risk factors and disease outcomes for CAD has the potential to substantially improve clinical and genetic risk prediction studies. Developing sex-tailored genetic risk scores as has been done recently for other disorders might be also warranted for CAD. In the era of precision medicine, this level of accuracy is essential for such a common and costly disease.


Assuntos
Doença da Artéria Coronariana/genética , Técnicas de Apoio para a Decisão , Marcadores Genéticos , Estudo de Associação Genômica Ampla , Disparidades nos Níveis de Saúde , Adulto , Fatores Etários , Idoso , Viés , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/epidemiologia , Feminino , Predisposição Genética para Doença , Humanos , Masculino , Pessoa de Meia-Idade , Fenótipo , Valor Preditivo dos Testes , Medição de Risco , Fatores de Risco , Caracteres Sexuais , Fatores Sexuais
13.
Eur Heart J ; 37(43): 3267-3278, 2016 Nov 14.
Artigo em Inglês | MEDLINE | ID: mdl-27655226

RESUMO

AIMS: Genetics plays an important role in coronary heart disease (CHD) but the clinical utility of genomic risk scores (GRSs) relative to clinical risk scores, such as the Framingham Risk Score (FRS), is unclear. Our aim was to construct and externally validate a CHD GRS, in terms of lifetime CHD risk and relative to traditional clinical risk scores. METHODS AND RESULTS: We generated a GRS of 49 310 SNPs based on a CARDIoGRAMplusC4D Consortium meta-analysis of CHD, then independently tested it using five prospective population cohorts (three FINRISK cohorts, combined n = 12 676, 757 incident CHD events; two Framingham Heart Study cohorts (FHS), combined n = 3406, 587 incident CHD events). The GRS was associated with incident CHD (FINRISK HR = 1.74, 95% confidence interval (CI) 1.61-1.86 per S.D. of GRS; Framingham HR = 1.28, 95% CI 1.18-1.38), and was largely unchanged by adjustment for known risk factors, including family history. Integration of the GRS with the FRS or ACC/AHA13 scores improved the 10 years risk prediction (meta-analysis C-index: +1.5-1.6%, P < 0.001), particularly for individuals ≥60 years old (meta-analysis C-index: +4.6-5.1%, P < 0.001). Importantly, the GRS captured substantially different trajectories of absolute risk, with men in the top 20% of attaining 10% cumulative CHD risk 12-18 y earlier than those in the bottom 20%. High genomic risk was partially compensated for by low systolic blood pressure, low cholesterol level, and non-smoking. CONCLUSIONS: A GRS based on a large number of SNPs improves CHD risk prediction and encodes different trajectories of lifetime risk not captured by traditional clinical risk scores.


Assuntos
Doença das Coronárias , Feminino , Genômica , Cardiopatias , Humanos , Masculino , Polimorfismo de Nucleotídeo Único , Medição de Risco , Fatores de Risco
14.
BMC Genomics ; 17(1): 874, 2016 11 04.
Artigo em Inglês | MEDLINE | ID: mdl-27814671

RESUMO

BACKGROUND: Complex diseases are characterized by multiple subtle perturbations to biological processes. New omics platforms can detect these perturbations, but translating the diverse molecular and statistical information into testable mechanistic hypotheses is challenging. Therefore, we set out to create a public tool that integrates these data across multiple datasets, platforms, study designs and species in order to detect the most promising targets for further mechanistic studies. RESULTS: We developed Mergeomics, a computational pipeline consisting of independent modules that 1) leverage multi-omics association data to identify biological processes that are perturbed in disease, and 2) overlay the disease-associated processes onto molecular interaction networks to pinpoint hubs as potential key regulators. Unlike existing tools that are mostly dedicated to specific data type or settings, the Mergeomics pipeline accepts and integrates datasets across platforms, data types and species. We optimized and evaluated the performance of Mergeomics using simulation and multiple independent datasets, and benchmarked the results against alternative methods. We also demonstrate the versatility of Mergeomics in two case studies that include genome-wide, epigenome-wide and transcriptome-wide datasets from human and mouse studies of total cholesterol and fasting glucose. In both cases, the Mergeomics pipeline provided statistical and contextual evidence to prioritize further investigations in the wet lab. The software implementation of Mergeomics is freely available as a Bioconductor R package. CONCLUSION: Mergeomics is a flexible and robust computational pipeline for multidimensional data integration. It outperforms existing tools, and is easily applicable to datasets from different studies, species and omics data types for the study of complex traits.


Assuntos
Biologia Computacional/métodos , Suscetibilidade a Doenças , Software , Animais , Biomarcadores , Bases de Dados Genéticas , Estudo de Associação Genômica Ampla , Glucose/metabolismo , Humanos , Polimorfismo de Nucleotídeo Único , Reprodutibilidade dos Testes , Navegador
15.
Nat Rev Genet ; 11(9): 611-22, 2010 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-20680024

RESUMO

Are humans currently evolving? This question can be answered using data on lifetime reproductive success, multiple traits and genetic variation and covariation in those traits. Such data are available in existing long-term, multigeneration studies - both clinical and epidemiological - but they have not yet been widely used to address contemporary human evolution. Here we review methods to predict evolutionary change and attempts to measure selection and inheritance in humans. We also assemble examples of long-term studies in which additional measurements of evolution could be made. The evidence strongly suggests that we are evolving and that our nature is dynamic, not static.


Assuntos
Evolução Biológica , Seleção Genética , Cultura , Aptidão Genética , Genética Médica , Humanos , Fenótipo
16.
Proc Biol Sci ; 281(1794): 20140604, 2014 Nov 07.
Artigo em Inglês | MEDLINE | ID: mdl-25232142

RESUMO

Opposite phenotypic and behavioural traits associated with copy number variation and disruptions to imprinted genes with parent-of-origin effects have led to the hypothesis that autism and schizophrenia share molecular risk factors and pathogenic mechanisms, but a direct phenotypic comparison of how their risks covary has not been attempted. Here, we use health registry data collected on Denmark's roughly 5 million residents between 1978 and 2009 to detect opposing risks of autism and schizophrenia depending on normal variation (mean ± 1 s.d.) in adjusted birth size, which we use as a proxy for diametric gene-dosage variation in utero. Above-average-sized babies (weight, 3691-4090 g; length, 52.8-54.3 cm) had significantly higher risk for autism spectrum (AS) and significantly lower risk for schizophrenia spectrum (SS) disorders. By contrast, below-average-sized babies (2891-3290 g; 49.7-51.2 cm) had significantly lower risk for AS and significantly higher risk for SS disorders. This is the first study directly comparing autism and schizophrenia risks in the same population, and provides the first large-scale empirical support for the hypothesis that diametric gene-dosage effects contribute to these disorders. Only the kinship theory of genomic imprinting predicts the opposing risk patterns that we discovered, suggesting that molecular research on mental disease risk would benefit from considering evolutionary theory.


Assuntos
Transtorno Autístico/epidemiologia , Transtorno Autístico/genética , Peso ao Nascer/genética , Estatura/genética , Transtornos Globais do Desenvolvimento Infantil/genética , Esquizofrenia/epidemiologia , Esquizofrenia/genética , Variações do Número de Cópias de DNA , Dinamarca , Feminino , Dosagem de Genes , Impressão Genômica , Humanos , Recém-Nascido , Masculino , Fatores de Risco
17.
Cardiovasc Res ; 120(7): 769-781, 2024 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-38501595

RESUMO

AIMS: Prevention of human hypertension is an important challenge and has been achieved in experimental models. Brief treatment with renin-angiotensin system (RAS) inhibitors permanently reduces the genetic hypertension of the spontaneously hypertensive rat (SHR). The kidney is involved in this fascinating phenomenon, but relevant changes in gene expression are unknown. METHODS AND RESULTS: In SHR, we studied the effect of treatment between 10 and 14 weeks of age with the angiotensin receptor blocker, losartan, or the angiotensin-converting enzyme inhibitor, perindopril [with controls for non-specific effects of lowering blood pressure (BP)], on differential RNA expression, DNA methylation, and renin immunolabelling in the kidney at 20 weeks of age. RNA sequencing revealed a six-fold increase in renin gene (Ren) expression during losartan treatment (P < 0.0001). Six weeks after losartan, arterial pressure remained lower (P = 0.006), yet kidney Ren showed reduced expression by 23% after losartan (P = 0.03) and by 43% after perindopril (P = 1.4 × 10-6) associated with increased DNA methylation (P = 0.04). Immunolabelling confirmed reduced cortical renin after earlier RAS blockade (P = 0.002). RNA sequencing identified differential expression of mRNAs, miRNAs, and lncRNAs with evidence of networking and co-regulation. These included 13 candidate genes (Grhl1, Ammecr1l, Hs6st1, Nfil3, Fam221a, Lmo4, Adamts1, Cish, Hif3a, Bcl6, Rad54l2, Adap1, Dok4), the miRNA miR-145-3p, and the lncRNA AC115371. Gene ontogeny analyses revealed that these networks were enriched with genes relevant to BP, RAS, and the kidneys. CONCLUSION: Early RAS inhibition in SHR resets genetic pathways and networks resulting in a legacy of reduced Ren expression and BP persisting for a minimum of 6 weeks.


Assuntos
Bloqueadores do Receptor Tipo 1 de Angiotensina II , Inibidores da Enzima Conversora de Angiotensina , Anti-Hipertensivos , Metilação de DNA , Modelos Animais de Doenças , Redes Reguladoras de Genes , Hipertensão , Rim , Losartan , Perindopril , Ratos Endogâmicos SHR , Sistema Renina-Angiotensina , Renina , Animais , Sistema Renina-Angiotensina/efeitos dos fármacos , Sistema Renina-Angiotensina/genética , Rim/metabolismo , Rim/efeitos dos fármacos , Losartan/farmacologia , Hipertensão/fisiopatologia , Hipertensão/genética , Hipertensão/tratamento farmacológico , Hipertensão/metabolismo , Metilação de DNA/efeitos dos fármacos , Masculino , Anti-Hipertensivos/farmacologia , Renina/genética , Renina/metabolismo , Inibidores da Enzima Conversora de Angiotensina/farmacologia , Bloqueadores do Receptor Tipo 1 de Angiotensina II/farmacologia , Perindopril/farmacologia , Fatores de Tempo , Epigênese Genética/efeitos dos fármacos , Regulação da Expressão Gênica , Pressão Arterial/efeitos dos fármacos , Transcriptoma , Ratos , Pressão Sanguínea/efeitos dos fármacos , Pressão Sanguínea/genética
18.
Proc Natl Acad Sci U S A ; 107 Suppl 1: 1787-92, 2010 Jan 26.
Artigo em Inglês | MEDLINE | ID: mdl-19858476

RESUMO

Our aims were to demonstrate that natural selection is operating on contemporary humans, predict future evolutionary change for specific traits with medical significance, and show that for some traits we can make short-term predictions about our future evolution. To do so, we measured the strength of selection, estimated genetic variation and covariation, and predicted the response to selection for women in the Framingham Heart Study, a project of the National Heart, Lung, and Blood Institute and Boston University that began in 1948. We found that natural selection is acting to cause slow, gradual evolutionary change. The descendants of these women are predicted to be on average slightly shorter and stouter, to have lower total cholesterol levels and systolic blood pressure, to have their first child earlier, and to reach menopause later than they would in the absence of evolution. Selection is tending to lengthen the reproductive period at both ends. To better understand and predict such changes, the design of planned large, long-term, multicohort studies should include input from evolutionary biologists.


Assuntos
Evolução Biológica , Seleção Genética , Feminino , Variação Genética , Humanos , Reprodução
19.
Proc Biol Sci ; 279(1748): 4836-44, 2012 Dec 07.
Artigo em Inglês | MEDLINE | ID: mdl-23034705

RESUMO

Because autosomal genes in sexually reproducing organisms spend on average half their time in each sex, and because the traits that they influence encounter different selection pressures in males and females, the evolutionary responses of one sex are constrained by processes occurring in the other sex. Although intralocus sexual conflict can restrict sexes from reaching their phenotypic optima, no direct evidence currently supports its operation in humans. Here, we show that the pattern of multivariate selection acting on human height, weight, blood pressure and glucose, total cholesterol, and age at first birth differs significantly between males and females, and that the angles between male and female linear (77.8 ± 20.5°) and nonlinear (99.1 ± 25.9°) selection gradients were closer to orthogonal than zero, confirming the presence of sexually antagonistic selection. We also found evidence for intralocus sexual conflict demonstrated by significant changes in the predicted male and female responses to selection of individual traits when cross-sex genetic covariances were included and a significant reduction in the angle between male- and female-predicted responses when cross-sex covariances were included (16.9 ± 15.7°), compared with when they were excluded (87.9 ± 31.6°). We conclude that intralocus sexual conflict constrains the joint evolutionary responses of the two sexes in a contemporary human population.


Assuntos
Evolução Biológica , Seleção Genética/genética , Pressão Sanguínea/genética , Estatura/genética , Peso Corporal/genética , Colesterol/sangue , Feminino , Humanos , Masculino , Idade Materna , Característica Quantitativa Herdável , Caracteres Sexuais
20.
Scand J Work Environ Health ; 46(3): 302-310, 2020 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-31802134

RESUMO

Objectives A considerable proportion of the working population reports a disability. These workers may be at risk of adverse outcomes, including longer periods of sickness absence. This study examined the causal effect of disability on sickness absence and the role of psychosocial job stressors and gender as effect modifiers. Methods Data on paid and unpaid sick leave, disability (yes/no) and psychosocial job stressors were available from 2005 to 2017 from the Household, Income and Labour Dynamics in Australia (HILDA) survey. Negative binomial models were used to model the rate of sickness absence in a year. Results In the random effects model, workers with disability had 1.20 greater rate of sickness absence in a year [95% confidence interval (CI) 1.17-1.23, P<0.001] after adjustment for confounders. The rate was slightly lower in the fixed effects model. There was evidence of multiplicative interaction of the effect by gender and job control. The effect of disability on sickness absence was greater among men than women, and higher for people with low job control compared to those with high job control. Conclusions There is a need for more research about the factors that can reduce sickness leave among workers with disabilities.


Assuntos
Pessoas com Deficiência/estatística & dados numéricos , Estresse Ocupacional/epidemiologia , Licença Médica/estatística & dados numéricos , Adolescente , Adulto , Austrália/epidemiologia , Estudos de Coortes , Emprego/psicologia , Emprego/estatística & dados numéricos , Características da Família , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Fatores Sexuais , Inquéritos e Questionários , Adulto Jovem
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