Sleep disturbances and insomnia are prevalent, with around 33% of adults indicating that they experience at least one main symptom of insomnia, and bidirectional relationships exist with common psychopathology, particularly major depressive disorder (MDD). However, genetic and environmental (e.g., traumatic event exposure) contributions to the etiology of these phenotypes are not yet well understood. A genetically informative sample of approximately 12,000 Han Chinese women aged 30-60 (50% with recurrent MDD) was used to address several gaps within the sleep literature. Sleep disturbances were assessed in all individuals using a general item addressing sleeplessness (GS). A sleep within depression sum score (SDS) was also created in MDD cases, combining information from the GS and two insomnia items within MDD. A total of 11 traumatic events were assessed and additional information on childhood sexual abuse (CSA) was also obtained. First, factor analyses were conducted to determine trauma factor structure. The best-fit solution included 3 factors: interpersonal, child interpersonal, and non-assaultive, and composite variables were constructed accordingly. A series of hierarchical regressions were run to examine differential effects of trauma type and timing on sleeplessness. All traumatic events predicted sleeplessness at similar magnitudes, although population models indicated that childhood interpersonal trauma may be particularly potent. An association between CSA and sleeplessness was also replicated. A series of genetic analyses demonstrated that the single nucleotide polymorphism-based heritability of sleep phenotypes did not differ significantly from zero. Further, association analyses did not identify any genome-wide significant loci. However, using a liberal false discovery rate threshold of 0.5, two genes of interest, KCNK9 and ALDH1A2, emerged for the SDS. Polygenic risk score (PRS) analyses demonstrated genetic overlap between the SDS in MDD cases and GS in MDD controls, with PRSs explaining 0.2-0.3% of the variance. A final combined model of both genetic and environmental risk indicated that both PRS and traumatic events were significant predictors of sleeplessness. While genetic results should be interpreted with caution given the lack of heritability, additional research into the genetic and environmental contributions to insomnia, utilizing more standardized phenotypes and properly ascertained samples, is clearly warranted.

Worldwide obesity has more than doubled since 1980 and at least 2.8 million people die each year as a result of being overweight or obese. An elevated body weight is the result of the interplay between susceptibility gene variants and an obesogenic environment, and recent evidence shows that epigenetic processes are likely involved. The growing availability of high-throughput technologies has made it possible to assess quickly the entire epigenome of large samples at a relatively low cost. As a result, vast amounts of data have been generated and researchers are now confronted to both bioinformatic and biostatistic challenges to make sense of such data in the context of obesity and its complications. In this doctoral thesis, we explored associations between the human blood methylome and obesity-associated gene variants as well as dietary fat quality and quantity. We used well described preprocessing techniques and statistical methods, along with publicly available data from consortiums and other research groups, as well as tools for pathway enrichment and chromatin state inference. We found associations between obesityassociated SNPs and methylation levels at proximal promoters and enhancers, and some of these associations were replicated in multiple tissues. We also found that contrary to dietary fat quantity, dietary fat quality associates with methylation levels in the promoter of genes involved in metabolic pathways. Then, using a gene-targeted approach, we looked at the impact of an acute environmental stress (sleep loss) on the methylation and transcription levels of circadian clock genes in skeletal muscle and adipose tissue of healthy men. We found that a single night of wakefulness can alter the epigenetic and transcriptional profile of core circadian clock genes in a tissue-specific manner. Finally, we looked at the effects of chronic maternal obesity and subsequent weight loss on the transcription of epigenetic machinery genes in the fetus and placenta of mice. We found that the transcription of epigenetic machinery genes is highly sensitive to maternal weight trajectories, and particularly those of the histone acetylation pathway. Overall, this thesis demonstrated that genetics, obesogenic environment stimuli and maternal programming impact epigenetic marks at genomic locations relevant in the pathogenesis of obesity.

Lowering LDL-cholesterol with statin therapy produces substantial reductions in cardiovascular events, and larger cholesterol reductions may produce larger benefits. Rarely, myopathy occurs with statins, especially at higher doses and in combination with certain medications. Similarly strong associations might exist between myopathy with high-dose statin regimens and genetic variants, especially those affecting blood statin levels. This study aimed to find genetic variants associated with statin-induced myopathy. A feasibility study was completed to assess whether plausible effect sizes of 5 to10-fold higher risks per genetic variants could be detected among 50-100 cases with statin-induced myopathy and to consider the best study design. A genome-wide association study was then carried out using approximately 300,000 genetic markers (and additional fine-mapping) in 85 people with definite or incipient myopathy and 90 controls, who were all taking 80mg simvastatin daily in a 12,000 participant trial of 80mg vs 20mg simvastatin daily. The cases were also compared to 2,300 additional controls who had not been exposed to intensive-dose statin therapy. Replication of the myopathy result and lipid-lowering associations were tested in a 20,000 participant trial of 40mg simvastatin daily versus placebo. The genome-wide scan yielded a single strong association (p = 4x10^-9) of myopathy with the rs4363657 single nucleotide polymorphism (SNP) located within the SLCO1B1 gene on chromosome 12. This non-coding SNP was in nearly complete linkage disequilibrium (r²=0.97) with the non-synonymous rs4149056 SNP. The population prevalence of the rs4149056 C allele was 15%, and the odds ratio for myopathy was 4.5 (95% confidence interval 2.6 to 7.7) for each copy of the C allele and 16.9 (4.7 to 61.1) for CC vs TT homozygotes. Over 60% of these myopathy cases could be attributed to the C variant. The SLCO1B1 gene encodes the organic anion transport polypeptide OATP1B1, which has been shown to regulate hepatic uptake of statins. In literature reports, rs4149056 reduced statin transport and was associated with 37% (31% to 44%) higher systemic statin acid levels per C allele. The association of rs4149056 with myopathy was replicated in the trial of 40mg simvastatin daily, which also showed that it was associated with the cholesterol-lowering effects of simvastatin. No SNPs in any other region were clearly associated with myopathy (although comparison of the myopathy cases with the 2,300 controls identified a region of chromosome 1p12 that warrants further study). This study identified common variants in SLCO1B1 that influence the risks of statin-induced myopathy substantially. Genotyping these variants may be useful for tailoring both the statin dose and safety monitoring. More generally, such studies of the genetic determinants of serious adverse reactions with other drug classes may help to improve the balance between treatment efficacy and safety.

Decades of work has led researchers to believe that risk for complex behavioral phenotypes, such as alcohol use disorders, is likely influenced by multiple genes of small effect acting in conjunction with each other and the environment. Currently, the field of psychiatric genetics is developing methodologies for the identification of genetic risk variants that predispose individuals to the development of complex behavioral disorders. Several challenges related to the complex and polygenic nature of these phenotypes, must be considered. This dissertation study attempts to address these important challenges in the context of alcohol use disorders and related phenotypes. A rich twin and family study literature has indicated that 40-70% of the variance in alcohol use disorders (AUDs) is influenced by genetics. Recent attempts to identify specific x genetic risk variants associated with AUDs have been met with limited success. Meanwhile, evidence of the moderating effects of the environment on AUDs has been mounting, providing a strong rationale for examining gene-environment interaction. In the following chapters several studies will be described that integrate established twin methodologies into gene identification projects in an effort to reduce heterogeneity (both phenotypic and genotypic), elucidate environmental constructs that moderate genetic influences, and to enhance statistical power to detect the subtle genetic influences on alcohol related phenotypes.

Fissura labial com ou sem fissura de palato não sindrômica (FL±P NS) é uma doença complexa que afeta 1:700 indivíduos no mundo. A busca das causas genéticas dessa malformação é dificultada pelo padrão multifatorial de herança e pela heterogeneidade genética, sendo que o gene IRF6 e a região 8q24 são os loci de associação mais corroborada. A estratificação populacional é um problema adicional a ser considerado em estudos de caso-controle na população brasileira. No intuito de caracterizar variáveis que possam interferir na busca dos fatores de risco, realizamos em um primeiro estudo uma avaliação epidemiológica de pacientes de cinco localidades do país (Santarém-PA, Barbalha-CE, Fortaleza-CE, Maceió-AL e Rio de Janeiro-RJ) . Este estudo revelou Barbalha como a região onde a genética desempenha papel mais determinante (herdabilidade = 85%; risco de recorrência = 2,2-2,8%); Maceió, por outro lado, foi a região de menor influência genética (herdabilidade = 45%; risco de recorrência = 0,6-0,7%). Ainda, a consangüinidade não mostrou um mecanismo importante para explicar estes resultados. Em um segundo estudo, realizamos a caracterização da ancestralidade da amostra, com o intuito de estabelecermos parâmetros para serem utilizados em futuros estudos de associação na nossa população. Para testarmos as nossas hipóteses realizamos um estudo de caso-controle com os SNPs mais corroborados nos dois loci em outras populações: rs642961 em um enhancer do gene IRF6 e rs987525 na região 8q24. Verificamos que quando realizamos um teste de associação para os SNPs com correção para estrutura populacional obtivemos resultados consistentes com as estimativas de herdabilidade, uma vez que Barbalha foi a única região de associação positiva para os SNPs. Apesar de estes SNPs terem sido estudados em outras populações, este é o primeiro relato de associação destes SNPs na população brasileira. Ainda, o estudo molecular revelou a importância da caracterização da estrutura populacional por meio de marcadores informativos de ancestralidade em estudos de caso-controle na nossa população, uma vez que resultados diferentes puderam ser observados em análise assumindo ausência de estratificação. Este trabalho fornece importantes bases para a identificação de novos genes de predisposição às FL±P NS na população brasileira, pois permite um direcionamento para as populações de maior contribuição genética nas abordagens que virão a ser realizadas. / Nonsyndromic cleft lip with or without cleft palate (NS CL±P) is a complex disease with worldwide incidence estimated as 1:700. The multifactorial model of inheritance and the genetic heterogeneity difficult the search for the genetic causes of NS CL±P, and, of all loci, IRF6 gene and 8q24 gene desert are the two most associated. The population stratification constitutes an additional problem to be considered in case-control studies in Brazil. In order to identify the factors that may interfere in the hunting of risk factors, we carried out, in a first moment, an epidemiologic evaluation of patients from five locations in Brazil (Santarém-PA, Barbalha-CE, Fortaleza-CE, Maceió-AL and Rio de Janeiro-RJ). This study put Barbalha as the region where genetic factors play the more determinant role (heritability = 85%; recurrence risk = 2.2-2.8%); Maceió, on the other hand, was the region of less genetic contribution to the disease (heritability = 45%; recurrence risk = 0.6-0.7%). In addition, consanguinity did not appear to influence these results. In a second study, we characterized the sample ancestry, in order to establish parameters for future association studies in our population. To test our hypothesis, we carried out a case-control study with the SNPs which are the most corroborated in other populations: rs642961 (in an IRF6 enhancer), and rs987525 (in 8q24). We verified that, when a structured association test was performed, we obtained results that are consistent with heritability estimates, since Barbalha was the only region with positive association for both SNPs. This was the first time that a positive association for these markers was reported in a Brazilian population. In addition, the molecular analysis evidenced the importance of an individual characterization with ancestry informative markers when performing a case-control study in this population, since different results were obtained from the analyses assuming no stratification and correcting its effect. This study provides important bases for the identification of new susceptibility variants to NS CL±P in Brazilian population, since targeting in the populations of highest genetic contribution to the disease will be possible in the forthcoming studies, increasing the power of the study.

Background: Coronary heart disease (CHD) is one of the leading causes of death worldwide, and global mortality rates are expected to continue to rise over the coming decades. In Pakistan in particular, chronic diseases are responsible for 50% of the total disease burden. Circulating lipids are strongly and linearly associated with risk of CHD; however, despite considerable efforts to demonstrate causality, available evidence is conflicting and insufficient. Study of the underlying metabolic pathways implicated in the association between lipids and CHD would help to disentangle and elucidate these complex relationships. Objectives: The primary objectives of this dissertation were to (1) identify the genetic determinants of lipid metabolites and (2) advance understanding of the effect of perturbations in lipid metabolite levels on CHD and its risk factors. Methods: Direct infusion high-resolution mass spectrometry was performed on 5662 participants from the Pakistan Risk of Myocardial Infarction Study to obtain signals for 444 known lipid metabolites. Correlations and associations of the lipids with smoking, physical activity, circulating biomarkers, and other CHD risk factors were assessed. Genome-wide analyses were conducted to analyse the association of each lipid with over 6.7 million imputed single nucleotide polymorphisms. Functional annotation and Gaussian Graphical Modelling were used to link the variants associated with each lipid to the most likely mediating gene, discern the underlying metabolic pathways, and provide a visual representation of the genetic determinants of human metabolism. Mendelian randomisation was also implemented to examine the causal effect of lipids on risk of CHD. Results: The lipids were highly correlated with each other and with levels of major circulating lipids, and they exhibited significant associations with several CHD risk factors. There were 254 lipids that had significant associations with one or more genetic variants and 355 associations between lipids and variants, with a total of 89 sentinel variants from 23 independent loci. The analyses described in this dissertation resulted in the discovery of four novel loci, identified novel relationships between genetic variants and lipids, and revealed new biological insights into lipid metabolism. Conclusion: Analyses of lipid metabolites in large epidemiological studies can contribute to enhanced understanding of mechanisms for CHD development and identification of novel causal pathways and new therapeutic targets.

As fissuras orofaciais, ou fissuras labiopalatinas, são malformações prevalentes na população mundial, presente em cerca de um a cada 700 nascimentos. Dentro das fissuras orofaciais, um grupo etiologicamente distinto é composto pelas fissuras de lábio com ou sem fissura de palato, que, em 70% dos casos, não estão associadas a nenhuma comorbidade (fissuras de lábio com ou sem palato não sindrômicas, FL/P NS). A etiologia das FL/P NS é complexa, e em muitos casos apresenta herança multifatorial. A contribuição genética para as FL/P NS, embora sabidamente relevante, ainda é pouco conhecida. Ainda, os loci de suscetibilidade consistentemente associados às FL/P NS, não conferem um risco que explique a herdabilidade total da doença. O objetivo do presente trabalho foi investigar, por meio de diferentes estratégias, variantes de risco às FL/P NS. Utilizando sequenciamento de exoma em casos familiais, verificamos que o gene codificante da caderina epitelial, CDH1, contribui importantemente com variantes raras de efeito moderado a alto na etiologia das FL/Ps. Além disso, propusemos que também podem ter relevância etiológica genes envolvidos na via de polaridade planar celular, transição epitélio-mesênquima, adesão celular, regulação de ciclo celular ou de interação com microtúbulos. Por meio de um estudo de associação com correção para estratificação populacional, caracterizamos o intervalo de associação da região 8q24, o principal locus de suscetibilidade às FL/P, e identificamos associação significativa também para a região 20q12. Por fim, combinando o estudo de associação com mapeamento de eQTLs, encontramos pela primeira vez a associação entre marcadores na região 2p13, que regulam MRPL53, em FL/P NS. Em conclusão, este trabalho contribui para o melhor entendimento da relevância de variantes raras, de efeito moderado a alto, e comuns, de efeito pequeno, na etiologia das FL/P NS / Orofacial clefts (or cleft lip/palate) are congenital malformations with high prevalence in population (∼1:700 births). Among the orofacial cleft types, an etiologically distinct group is composed by cleft lip with or without cleft palate, which, in 70% of cases, is not accompanied by other malformations (nonsyndromic cleft lip with or without cleft palate, NSCL/P). NSCL/P presents complex etiology, often with multifactorial inheritance. Although important, the genetic contribution to NSCL/P is still poorly comprehended, and the susceptibility loci that have been associated with NSCL/P do not explain the totality of the disease\'s heritability. In light of this, our aim was to investigate risk variants for NSCL/P by means of different strategies. With exome sequencing for NSCL/P familial cases, we report that the epithelial cadherin-encoding gene contributes with rare, moderate-to-high risk variants to NSCL/P etiology. In addition, we suggest an etiological contribution of genes laying in planar cell polarity pathway, or involved with epithelial-mesenchymal transition, cell adhesion, cell cycle regulation, and interaction with microtubules. Using structured association approach, we narrowed the associated interval of 8q24 region in a Brazilian population, and also validated the association for 20q12. Finally, by combining association analysis with eQTL mapping, we found association of regulatory variants of MRPL53, in 2p13, with NSCL/P. In conclusion, this study contributes with a deeper comprehension of the etiological role of rare and common variants for NSCL/P

<p>Single nucleotide polymorphisms (SNPs) are the most common form of genetic variation. We developed a novel multiplexed method for SNP genotyping based on four-color fluorophore tag-microarray minisequencing. This method allows simultaneous genotyping of 80 samples and up to 200 SNPs in any allele combination. In study I we set up the method for a panel of SNPs from genes in the type I interferon system, and applied it in study III. In study II we used the technique to genotype SNPs from the coding region of the mitochondrial genome. A panel of 150 SNPs was genotyped in 265 individuals representing nine different populations. We demonstrated that the multiplexed SNP genotyping method for mitochondrial DNA increases the power of forensic identification in combination with sequencing of the hypervariable region of mitochondrial DNA. </p><p>In study III we performed a genetic association study of SNPs in genes related to the type I Interferon system in Systemic Lupus Erythematosus (SLE). SLE is a chronic autoimmune inflammatory disease with a complex etiology. The SNPs were genotyped in DNA samples from Swedish, Finnish, and Icelandic patients with SLE, unaffected family members, and unrelated controls. The analysis identified SNPs in two genes, the tyrosine kinase 2 (TYK2) and interferon regulatory factor 5 (IRF5) genes that are highly associated with SLE with p-values <10^-7 for joint linkage and association. </p><p>Study IV describes the analysis of the TYK2 and IRF5 SNPs in a large Rheumatoid Arthritis (RA) sample cohort. We found that SNPs in the IRF5 gene were significantly associated with RA with a p-value = 0.00008. In contrast, we did not detect an association with SNPs in the TYK2 gene. These findings demonstrate that SLE and RA may have a common genetic background in the case of IRF5, while the TYK2 variants appear to be unique for SLE. </p>

Glucocorticoids (GCs) have been widely used as a therapeutic agent for diverse inflammatory ocular diseases. However, a high percentage of patients undergoing this treatment develop high intraocular pressure (IOP), which if left unsupervised may lead to glaucoma. It is believed that the IOP elevation in response to GC treatment has a genetic determinant. In order to test this hypothesis, we analyzed in 52 patients the presence of single nucleotide polymorphisms (SNPs) in the glucocorticoid receptor gene (GR), the principal mediator of GCs uptake by the cells. We studied six GR SNPs previously reported to be associated with sensitivity and resistance to GCs: GluArg22/23GluLys (codon 22-23), Asn363Ser (codon 363), IVS2+646C>G (intron 2/BclI), IVS3-46G>C (intron 3), IVS4-16G>T (intron 4), Asn766Asn (Codon 766). Nevertheless, the results of this preliminary study did not show any specific correlation between SNPs in the GR gene and IOP elevation. Therefore, we proceeded to perform a whole genome SNP screen with the DNA samples of these patients to search for possible target genes responsible for the elevated IOP after GC treatment. As a result, we identified forty-eight SNPs in thirty-three genes that correlate with the high IOP response. The gene showing the strongest association is a poorly known G-protein coupled receptor. In addition, four SNPs hit a single transporter gene. Other candidate genes identified are a translation elongation factor, an F-box protein, an oxysterol binding protein, and a solute carrier family gene. These results support our hypothesis that IOP elevation following GC treatment is a genetically determined response. GCs are a common treatment for innumerable medical conditions; we believe that a genetic association between GC treatment and its physiological response may be important for improving treatment management and drug development for retinal diseases as well as for other medical ailments. However, further studies need to be performed to analyze in depth the association between the candidate genes identified in this study and the steroid response.

The main forms of inflammatory bowel diseases (IBD) are Crohns disease and ulcerative colitis. These are chronic diseases, with periods of progression and remission. They are mostly characterized by digestive symptoms such as diarrhea, abdominal pain and weight loss. They affect young individuals and their frequencies have increased for the last decades. The etiology of these pathologies is not well understood, however genetic and environmental factors are involved. The treatment of IBD aims to control the inflammation and to extend periods of clinical remission. Infliximab is an anti-TNF-α antibody, leading to a clear improvement of the symptomatology. However, about 30 % of the patients do not response to this treatment. Genetic factors are certainly involved in these inter-individual differences. The purpose of our work was to find: 1- genetic factors implicated in the response to Infliximab in Crohns disease and 2- genetic factors predisposing to IBD. First we could show that both genes LTA and TNF, which are closely related, are not associated with the answer to Infliximab in Crohns disease. However, different polymorphisms of the ADAM17 gene were associated with a response to the treatment in our Belgian cohort. Second, we could demonstrate an association between an insertion/deletion in the IRF5 gene and IBD. The insertion allele, predisposing to IBD, is expected to create a new binding site for the SP1 transcription factor.