Familial occurrence of an association of multiple intestinal atresia and choanal atresia: a new syndrome?

We report on two familial cases from a non-consanguineous marriage, presenting multiple intestinal and choanal atresia. Massive hydramnios and dilatation of the bowel were observed at 29 weeks of gestation during routine ultrasound scan of a healthy mother. The fetal karyotype was normal and cystic fibrosis screening was negative. Regular scans were performed throughout the pregnancy. The child was born at 34 weeks gestation. Choanal atresia was diagnosed at birth and abdominal investigations showed multiple atresia interesting both the small bowel and the colon. Further interventions were necessary because of recurrent obstructions. During the following pregnancy, a dilatation of the fetal intestinal tract was detected by ultrasonography at 27 weeks of gestation. Pregnancy was interrupted. Post-mortem examination of the fetus confirmed the stenosis of long segments of the small intestine associated with areas of colonic atresia. In both cases, histology and distribution were consistent with those reported in hereditary multiple intestinal atresia (HMIA). An association between multiple intestinal and choanal atresia has never been reported. We suggest it could correspond to a new autosomal recessive entity for which cytogenetic investigations and high-resolution array CGH revealed no visible anomalies.

Molecular autopsy in sudden cardiac death and its implication for families: discussion of the practical, legal and ethical aspects of the multidisciplinary collaboration.

Sudden cardiac death (SCD) is a major cause of premature death in young adults and children in developed countries. Standard forensic autopsy procedures are often unsuccessful in determining the cause of SCD. Post-mortem genetic testing, also called molecular autopsy, has revealed that a non-negligible number of these deaths are a result of inherited cardiac diseases, including arrhythmic disorders such as congenital long QT syndrome and Brugada syndrome. Due to the heritability of these diseases, the potential implications for living relatives must be taken into consideration. Advanced diagnostic analyses, genetic counselling, and interdisciplinary collaboration should be integral parts of clinical and forensic practice. In this article we present a multidisciplinary collaboration established in Lausanne, with the goal of properly informing families of these pathologies and their implications for surviving family members. In Switzerland, as in many other countries, legal guidelines for genetic testing do not address the use of molecular tools for post-mortem genetic analyses in forensic practice. In this article we present the standard practice guidelines established by our multidisciplinary team.

Genome-wide association study identifies six new loci influencing pulse pressure and mean arterial pressure.

Numerous genetic loci have been associated with systolic blood pressure (SBP) and diastolic blood pressure (DBP) in Europeans. We now report genome-wide association studies of pulse pressure (PP) and mean arterial pressure (MAP). In discovery (N = 74,064) and follow-up studies (N = 48,607), we identified at genome-wide significance (P = 2.7 × 10(-8) to P = 2.3 × 10(-13)) four new PP loci (at 4q12 near CHIC2, 7q22.3 near PIK3CG, 8q24.12 in NOV and 11q24.3 near ADAMTS8), two new MAP loci (3p21.31 in MAP4 and 10q25.3 near ADRB1) and one locus associated with both of these traits (2q24.3 near FIGN) that has also recently been associated with SBP in east Asians. For three of the new PP loci, the estimated effect for SBP was opposite of that for DBP, in contrast to the majority of common SBP- and DBP-associated variants, which show concordant effects on both traits. These findings suggest new genetic pathways underlying blood pressure variation, some of which may differentially influence SBP and DBP.

The role of the c-myc gene in pigment cell development and homeostasis

Résumé La dérégulation de c-Myc est un événement fréquent de la transformation cellulaire. Une régulation positive de cette oncoprotéine a été démontrée dans divers mélanomes cutanés primaires et métastatiques et est associée à un pronostic défavorable (Grover et al., 1996; Zhuang et al., 2008). c-Myc est considéré comme une molécule centrale impliquée dans plusieurs processus de l'homéostasie cellulaire. En raison de sa contribution importante dans la progression tumorale, la fonction de c-Myc a été étudiée intensément. Cependant nous connaissons peu le rôle de ce facteur de transcription dans l'embryogenèse et dans la spécification tissulaire. Un déficit total de c-Myc pendant l'embryogenèse conduit à la mort embryonnaire avant 10.5 jours de gestation. Cette mort est causée par de multiples imperfections du développement touchant la taille de l'embryon, le coeur, le péricarde, le tube neural et les cellules sanguines (Davis et al., 1993; Trumpp et al., 2001). Récemment, il a été montré que la plupart de ces anomalies sont secondaires et résultent d'une insuffisance du placenta dans les embryons c-myc-/- (Dubois et al., 2008). Sachant que c-Myc est important dans la maintenance des lignées de la crête neurale (Wei et al., 2007), nous nous sommes intéressés au rôle de c-Myc dans le développement des cellules pigmentaires et à leur homéostasie après la naissance. Un allèle floxé de c-myc (Trumpp et al., 2001) a été utilisé pour supprimer ce gène spécifiquement dans la lignée mélanocytaire à l'aide d'une souris transgénique Tyr::Cre (Delmas et al., 2003). L'ablation des deux allèles de c-myc dans les mélanocytes des souris c-myccKO conduit au phénotype de grisonnement des poils, observé directement après la naissance et associé à une diminution du nombre de mélanocytes dans le bulbe des follicules pileux. Les cellules pigmentaires restantes expriment les marqueurs mélanogéniques (Tyr, TRP-1, Dct and MITF) et semblent être fonctionnelles puisqu'elles peuvent produire et transférer la mélanine. De plus, la capacité de prolifération des mélanocytes déficients en c-Myc dans le bulbe des follicules pileux ne semble pas être affectée chez les nouveaux-nés. Les cellules souches mélanocytaires sont présentes, mais en nombre réduit, dans le bulge des follicules pileux à la fin de la morphogenèse chez les souris c-myccKO âgées de huit jours. Ces cellules sont maintenues sans changement durant le premier cycle pileux (vérifié à l'âge de trente jours), ce qui sous-entend que la fonction de c-Myc n'est pas nécessaire pour ce processus. Ceci explique pourquoi, en supposant que des cellules souches mélanocytaires fonctionnelles sont présentes dans la peau, nous n'observons pas de dilution de couleur de la robe liée à l'âge. Cependant, la présence de ces cellules souches mélanocytaires dans la peau c-myccKO ne suffit pas à assurer une quantité normale de mélanocytes différenciés dans le bulbe des follicules pileux. Cette population de cellules pigmentaires matures est sévèrement affectée par la suppression de c-Myc, ce qui contribue amplement au phénotype de grisonnement des poils. De plus, c-Myc paraît être important pour le développement des mélanocytes. Ainsi, le nombre de mélanoblastes diminue dans les embryons c-myccKO à partir du douzième jour de gestation. A treize jours de gestation, au stade où les mélanoblastes pénètrent dans l'épiderme et prolifèrent, les mélanoblastes déficients en c-Myc ne s'adaptent pas aux signaux de prolifération et se retrouvent en nombre réduit dans l'épiderme. Finalement, nous nous sommes intéressés, au rôle de N-Myc, un homologue proche de c-Myc, dans la lignée mélanocytaire. Nos expériences ont montré que. N-Myc était superflu pour le développement et l'homéostasie des mélanocytes, une seule copie du gène c-myc étant suffisante pour maintenir une pigmentation normale de la robe des souris c-mycc-myccKO/+~N_ myccKO/KO. Cependant, le rôle essentiel de N-Myc dans la maintenance des cellules mélanocytaires précurseurs apparaît lorsque c-Myc est absent, puisque la suppression simultanée des deux Myc résulte en une perte complète de la coloration de la robe. Ceci implique la présence d'un mécanisme compensatoire entre c- et N-Myc dans la lignée mélanocytaire, avec un rôle prédominant de c-Myc. Summary Deregulation of c-Myc is known to be a common event in cellular transformation. Upregulation of this oncoprotein was shown in a variety of primary and metastatic cutaneous melanomas and has been associated with a poor prognosis (Grover et al., 1996; Zhuang et al., 2008). c-myc is seen as a central molecule involved in many aspects of cellular homeostasis. c-Myc function has been intensively studied mostly because of its significant contribution to tumour progression. However little is known on the role of this transcription factor in embryogenesis and tissue specification. Complete loss of c-Myc during embryogenesis results in embryonic death before E10.5 due to multiple developmental defects including embryonic size, heart, pericardium, neural tube and blood cells (Davis et al., 1993; Trumpp et al., 2001). Recently it was discovered that most of these abnormalities are secondary and results of placental insufficiency in c-Myc-/- embryos (Dubois et al., 2008). Here, we focused on the role of c-Myc in pigment cell development and homeostasis after birth, knowing that c-Myc is important in the maintenance of neural crest lineages (Wei et al., 2007). A floxed allele of c-Myc (Trumpp et al., 2001) was used to specifically delete this gene in the melanocyte lineage using Tyr::Cre transgenic mice (Delmas et al., 2003). Removal of both c-Myc alleles in melanocytes of c-MyccKO mouse led to the grey hair phenotype which is seen directly after birth and was associated with a decrease in the melanocyte number in the bulb of the hair follicle. The remaining population of pigment cells express melanogenic markers (Tyr, TRP-1, Dct and MITF) and seem functionally normal since they can produce and transfer melanin. Furthermore proliferation capacity of c-Myc deficient melanocytes in the bulb of hair follicle seems not to be affected in newborn animals. Melanocyte stem cells (MSCs) are present but reduced in numbers in the bulge of the hair follicle at the end of morphogenesis in 8 days old c-MyccKO mice. These cells are maintained through the first hair cycle (as verified at P30) without any further changes, suggesting that c-Myc function is not required for this process. This explains why we did not detect any agerelated coat color dilution, assuming a presence of functional MSCs in the skin. Importantly, presence of MSCs in c-MyccKO skin was not sufficient for assuring a normal number of differentiated melanocytes in the bulb of the hair follicle. This population of mature pigmented cells is severely affected upon c-myc deletion thus largely contributing to the grey hair phenotype. Moreover, c-Myc appears to be important for melanocyte development. Thus, melanoblast number is affected in c-MyccKO embryos day 12 of gestation onwards. At E13.5, when melanoblasts enter the epidermis and proliferate, c-myc deficient melanoblasts failed to adapt to proliferation signals and are therefore reduced in number in the epidermis. Finally, we addressed the role of N-Myc, a closest homologue of c-Myc, in the melanocyte lineage. In these experiments, N-Myc was dispensable for melanocyte development and homeostasis, and even one copy of the c-myc gene was sufficient to maintain normal coat color pigmentation in c-mycc-mycCKO/+ ,N-myccKO/KO mice. However the crucial role of N-Myc in maintenance of melanocyte precursor cells became apparent when c-myc is eliminated since simultaneous deletion of both Myc results in complete loss of coat color pigmentation. This suggests compensatory mechanisms between c- and N-Myc with a predominant role of c-Myc in melanocyte lineage.

Planta para la producción de caprolactama

El proyecto realizado consiste en la producción de Caprolactama mediante los procesos de amoximación y transposición de Beckmann. El proceso de amoximación consiste en la oximación catalítica de la ciclohexanona, mediante un catalizador de zeolitas, TS1. En la transposición de Beckmann, la ciclohexanona oxima, formada en la amoximación, reacciona con ácido sulfúrico para producir la Caprolactama, al neutralizar el corriente de proceso con amoníaco. Para realizar estos procesos en la planta de Caprolactama, se requiere un reactor catalítico para la amoximación y cuatro reactores para la transposición de Beckmann. Junto a la Caprolactama, en esta planta, se obtiene un subproducto, el sulfato de amonio. También serán necesarias ocho columnas para las separaciones, dos para las extracciones y seis para las destilaciones. Además, se requiere de dos cristalizadores para la obtención del sulfato amónico. Debido a la naturaleza de los compuestos manipulados, es necesario tomar ciertas medidas de seguridad especiales en toda la planta, especialmente para la purificación de la Caprolactama, que utiliza benceno, un disolvente orgánico cancerígeno e inflamable. Este proceso utiliza un sistema de control muy preciso, debido a la complejidad de las reacciones. En el proceso se intenta optimizar tanto el consumo de recursos (reutilización de los disolventes, el tolueno y el benceno) como el consumo energético (aprovechamiento de flujos calientes para precalentar otros fríos, generación de vapor en el reactor y a lo largo del proceso con corrientes que requieren de enfriamiento de caudales elevados a altas temperaturas). A pesar de esto, no se consiguen beneficios económicos, considerándolo así económicamente inviable. Este ha sido el resultado del estudio del flujo de caja de cada año que siempre ha resultado negativo debido a los elevados costes de producción. Todo y que se pueden realizar mejoras en el proceso, el precio de los reactivos y los productos son tan parecidos que estas mejoras no garantizan beneficios para la planta: (1) Utilizar una materia prima de menor coste, como el benceno; (2) Optimizar el proceso incrementando el precio del inmovilizado para disminuir el coste de la producción; (3) Usar otros procesos de producción parecidos o modificar algunos parámetros de los procesos utilizados, por ejemplo, realizar el proceso del Beckmann en fase gas.

Genetic factors of obesity and eating disorders: Copy number variations (CNV) involving SH2B1

Context : It is now clearly shown that genetic factors in association with environment play a key role in obesity and eating disorders. This project studies the clinical symptoms and molecular abnormalities in patients carrying a strong hereditary predisposition to obesity and eating behavior disorders. We have previously published the association between the 16:29.5-30.1 deletion and a very penetrant form of morbid obesity and macrocephaly. We have also demonstrated the association between the reciprocal 16:29.5-30.1 duplication and underweight and small head circumference. These 2 studies demonstrate that gene dosage of one or several genes in this region regulates BMI as well as brain growth. At present, there are no data pointing towards particular candidate genes. We are currently investigating a second non-overlapping recurrent CNV encompassing SH2B1, upstream of the aforementioned rearrangement. SNPs in this gene have been associated with BMI in GWAS studies and mice models confirmed this association. Bokuchova et al have reported an association between deletions encompassing this gene and severe early onset obesity, as well as insulin resistance. We are currently collecting and analyzing data to fully characterize the phenotype and the transcriptional patterns associated with this rearrangement. Aims : 1. Identify carriers of any CNVs in the greater 16p11.2 region (between 16:28MB and 32MB) in the EGG consortium. 2. Perform association studies between SNPs in the greater 16p11.2 region (16:28-32MB) and anthropometric measures with adjusted "locus-wide significance", to identify or prioritize candidate genes potentially driving the association observed in patients with the CNVs (and thus worthy of further validation and sequencing). 3. Explore associations between GSV genome-wide and brain volume. 4. Explore relationship between brain volumes (whole brain and regional for those who underwent brain MRI), head circumference and BMI. 5. Extrapolate this procedure to other regions covered by the Metabochip. Methods : - Examine and collect clinical informations, as well as molecular informations in these patients. - Analysis of MRI data in children and adults with BMI > 2SD. Compare changes to MRI data obtained in patients with monogenic forms of obesity (data from Lausanne study) and to underweight (BMI<-2SD) individuals from EGG. - Test whether opposite extremes of the phenotypic distribution may be highly informative Expected results : This is a highly focused study, pertaining to approximately 1 0/00 of the human genome. Yet it is clear that if successful, the lessons learned from this study could be extrapolated to other segments of the genome and would need validation and replication by additional studies. Altogether they will contribute to further explore the missing heritability and point to etiologic genes and pathways underlying these important health burdens.

Subtelomeric 6p deletion: clinical and array-CGH characterization in two patients

We report on two patients with de novo subtelomeric terminal deletion of chromosome 6p. Patient 1 is an 8-month-old female born with normal growth parameters, typical facial features of 6pter deletion, bilateral corectopia, and protruding tongue. She has severe developmental delay, profound bilateral neurosensory deafness, poor visual contact, and hypsarrhythmia since the age of 6 months. Patient 2 is a 5-year-old male born with normal growth parameters and unilateral hip dysplasia; he has a characteristic facial phenotype, bilateral embryotoxon, and moderate mental retardation. Further characterization of the deletion, using high-resolution array comparative genomic hybridization (array-CGH; Agilent Human Genome kit 244 K), revealed that Patient 1 has a 8.1 Mb 6pter-6p24.3 deletion associated with a contiguous 5.8 Mb 6p24.3-6p24.1 duplication and Patient 2 a 5.7 Mb 6pter-6p25.1 deletion partially overlapping with that of Patient 1. Complementary FISH and array analysis showed that the inv del dup(6) in Patient 1 originated de novo. Our results demonstrate that simple rearrangements are often more complex than defined by standard techniques. We also discuss genotype-phenotype correlations including previously reported cases of deletion 6p.

Sharing data between LSDBs and central repositories.

Several Locus-Specific DataBases (LSDBs) have recently been approached by larger, more general data repositories (including NCBI and UCSC) with the request to share the DNA variant data they have collected. Within the Human Genome Variation Society (HGVS) a document was generated summarizing the issues related to these requests. The document has been circulated in the HGVS/LSDB community and was discussed extensively. Here we summarize these discussions and present the concluded recommendations for LSDB data sharing with central repositories.

Sh3tc2 deficiency affects neuregulin-1/ErbB signaling.

Mutations in SH3TC2 trigger autosomal recessive demyelinating Charcot-Marie-Tooth type 4C (CMT4C) neuropathy. Sh3tc2 is specifically expressed in Schwann cells and is necessary for proper myelination of peripheral axons. In line with the early onset of neuropathy observed in patients with CMT4C, our analyses of the murine model of CMT4C revealed that the myelinating properties of Sh3tc2-deficient Schwann cells are affected at an early stage. This early phenotype is associated with changes in the canonical Nrg1/ErbB pathway involved in control of myelination. We demonstrated that Sh3tc2 interacts with ErbB2 and plays a role in the regulation of ErbB2 intracellular trafficking from the plasma membrane upon Nrg1 activation. Interestingly, both the loss of Sh3tc2 function in mice and the pathological mutations present in CMT4C patients affect ErbB2 internalization, potentially altering its downstream intracellular signaling pathways. Altogether, our results indicate that the molecular mechanism for the axonal size sensing is disturbed in Sh3tc2-deficient myelinating Schwann cells, thus providing a novel insight into the pathophysiology of CMT4C neuropathy.

Meta-analysis of 28,141 individuals identifies common variants within five new loci that influence uric acid concentrations.

Elevated serum uric acid levels cause gout and are a risk factor for cardiovascular disease and diabetes. To investigate the polygenetic basis of serum uric acid levels, we conducted a meta-analysis of genome-wide association scans from 14 studies totalling 28,141 participants of European descent, resulting in identification of 954 SNPs distributed across nine loci that exceeded the threshold of genome-wide significance, five of which are novel. Overall, the common variants associated with serum uric acid levels fall in the following nine regions: SLC2A9 (p = 5.2x10(-201)), ABCG2 (p = 3.1x10(-26)), SLC17A1 (p = 3.0x10(-14)), SLC22A11 (p = 6.7x10(-14)), SLC22A12 (p = 2.0x10(-9)), SLC16A9 (p = 1.1x10(-8)), GCKR (p = 1.4x10(-9)), LRRC16A (p = 8.5x10(-9)), and near PDZK1 (p = 2.7x10(-9)). Identified variants were analyzed for gender differences. We found that the minor allele for rs734553 in SLC2A9 has greater influence in lowering uric acid levels in women and the minor allele of rs2231142 in ABCG2 elevates uric acid levels more strongly in men compared to women. To further characterize the identified variants, we analyzed their association with a panel of metabolites. rs12356193 within SLC16A9 was associated with DL-carnitine (p = 4.0x10(-26)) and propionyl-L-carnitine (p = 5.0x10(-8)) concentrations, which in turn were associated with serum UA levels (p = 1.4x10(-57) and p = 8.1x10(-54), respectively), forming a triangle between SNP, metabolites, and UA levels. Taken together, these associations highlight additional pathways that are important in the regulation of serum uric acid levels and point toward novel potential targets for pharmacological intervention to prevent or treat hyperuricemia. In addition, these findings strongly support the hypothesis that transport proteins are key in regulating serum uric acid levels.

The Wnt receptor FZD1 mediates chemoresistance in neuroblastoma through activation of the Wnt/beta-catenin pathway.

The development of chemoresistance represents a major obstacle in the successful treatment of cancers such as neuroblastoma (NB), a particularly aggressive childhood solid tumour. The mechanisms underlying the chemoresistant phenotype in NB were addressed by gene expression profiling of two doxorubicin (DoxR)-resistant vs sensitive parental cell lines. Not surprisingly, the MDR1 gene was included in the identified upregulated genes, although the highest overexpressed transcript in both cell lines was the frizzled-1 Wnt receptor (FZD1) gene, an essential component of the Wnt/beta-catenin pathway. FZD1 upregulation in resistant variants was shown to mediate sustained activation of the Wnt/beta-catenin pathway as revealed by nuclear beta-catenin translocation and target genes transactivation. Interestingly, specific micro-adapted short hairpin RNA (shRNAmir)-mediated FZD1 silencing induced parallel strong decrease in the expression of MDR1, another beta-catenin target gene, revealing a complex, Wnt/beta-catenin-mediated implication of FZD1 in chemoresistance. The significant restoration of drug sensitivity in FZD1-silenced cells confirmed the FZD1-associated chemoresistance. RNA samples from 21 patient tumours (diagnosis and postchemotherapy), showed a highly significant FZD1 and/or MDR1 overexpression after treatment, underlining a role for FZD1-mediated Wnt/beta-catenin pathway in clinical chemoresistance. Our data represent the first implication of the Wnt/beta-catenin pathway in NB chemoresistance and identify potential new targets to treat aggressive and resistant NB.

Cell-permeable peptides induce dose- and length-dependent cytotoxic effects.

We have explored the threshold of tolerance of three unrelated cell types to treatments with potential cytoprotective peptides bound to Tat(48-57) and Antp(43-58) cell-permeable peptide carriers. Both Tat(48-57) and Antp(43-58) are well known for their good efficacy at crossing membranes of different cell types, their overall low toxicity, and their absence of leakage once internalised. Here, we show that concentrations of up to 100 microM of Tat(48-57) were essentially harmless in all cells tested, whereas Antp(43-58) was significantly more toxic. Moreover, all peptides bound to Tat(48-57) and Antp(43-58) triggered significant and length-dependent cytotoxicity when used at concentrations above 10 microM in all but one cell types (208F rat fibroblasts), irrespective of the sequence of the cargo. Absence of cytotoxicity in 208F fibroblasts correlated with poor intracellular peptide uptake, as monitored by confocal laser scanning fluorescence microscopy. Our data further suggest that the onset of cytotoxicity correlates with the activation of two intracellular stress signalling pathways, namely those involving JNK, and to a lesser extent p38 mitogen-activated protein kinases. These responses are of particular concern for cells that are especially sensitive to the activation of stress kinases. Collectively, these results indicate that in order to avoid unwanted and unspecific cytotoxicity, effector molecules bound to Tat(48-57) should be designed with the shortest possible sequence and the highest possible affinity for their binding partners or targets, so that concentrations below 10 microM can be successfully applied to cells without harm. Considering that cytotoxicity associated to Tat(48-57)- and Antp(43-58) bound peptide conjugates was not restricted to a particular type of cells, our data provide a general framework for the design of cell-penetrating peptides that may apply to broader uses of intracellular peptide and drug delivery.

Novel method to estimate the phenotypic variation explained by genome-wide association studies reveals large fraction of the missing heritability.

Genome-wide association studies (GWAS) are conducted with the promise to discover novel genetic variants associated with diverse traits. For most traits, associated markers individually explain just a modest fraction of the phenotypic variation, but their number can well be in the hundreds. We developed a maximum likelihood method that allows us to infer the distribution of associated variants even when many of them were missed by chance. Compared to previous approaches, the novelty of our method is that it (a) does not require having an independent (unbiased) estimate of the effect sizes; (b) makes use of the complete distribution of P-values while allowing for the false discovery rate; (c) takes into account allelic heterogeneity and the SNP pruning strategy. We applied our method to the latest GWAS meta-analysis results of the GIANT consortium. It revealed that while the explained variance of genome-wide (GW) significant SNPs is around 1% for waist-hip ratio (WHR), the observed P-values provide evidence for the existence of variants explaining 10% (CI=[8.5-11.5%]) of the phenotypic variance in total. Similarly, the total explained variance likely to exist for height is estimated to be 29% (CI=[28-30%]), three times higher than what the observed GW significant SNPs give rise to. This methodology also enables us to predict the benefit of future GWA studies that aim to reveal more associated genetic markers via increased sample size.

Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index.

Obesity is globally prevalent and highly heritable, but its underlying genetic factors remain largely elusive. To identify genetic loci for obesity susceptibility, we examined associations between body mass index and ∼ 2.8 million SNPs in up to 123,865 individuals with targeted follow up of 42 SNPs in up to 125,931 additional individuals. We confirmed 14 known obesity susceptibility loci and identified 18 new loci associated with body mass index (P < 5 × 10⁻⁸), one of which includes a copy number variant near GPRC5B. Some loci (at MC4R, POMC, SH2B1 and BDNF) map near key hypothalamic regulators of energy balance, and one of these loci is near GIPR, an incretin receptor. Furthermore, genes in other newly associated loci may provide new insights into human body weight regulation.

Computational analysis of the genetic and environmental contributions to disease-related human phenotypes: From predicting adverse lipid response of HIV patients receiving antiretroviral therapy to genome-wide association studies of cardiovascular and lipid related disorders

Genetic variants influence the risk to develop certain diseases or give rise to differences in drug response. Recent progresses in cost-effective, high-throughput genome-wide techniques, such as microarrays measuring Single Nucleotide Polymorphisms (SNPs), have facilitated genotyping of large clinical and population cohorts. Combining the massive genotypic data with measurements of phenotypic traits allows for the determination of genetic differences that explain, at least in part, the phenotypic variations within a population. So far, models combining the most significant variants can only explain a small fraction of the variance, indicating the limitations of current models. In particular, researchers have only begun to address the possibility of interactions between genotypes and the environment. Elucidating the contributions of such interactions is a difficult task because of the large number of genetic as well as possible environmental factors.In this thesis, I worked on several projects within this context. My first and main project was the identification of possible SNP-environment interactions, where the phenotypes were serum lipid levels of patients from the Swiss HIV Cohort Study (SHCS) treated with antiretroviral therapy. Here the genotypes consisted of a limited set of SNPs in candidate genes relevant for lipid transport and metabolism. The environmental variables were the specific combinations of drugs given to each patient over the treatment period. My work explored bioinformatic and statistical approaches to relate patients' lipid responses to these SNPs, drugs and, importantly, their interactions. The goal of this project was to improve our understanding and to explore the possibility of predicting dyslipidemia, a well-known adverse drug reaction of antiretroviral therapy. Specifically, I quantified how much of the variance in lipid profiles could be explained by the host genetic variants, the administered drugs and SNP-drug interactions and assessed the predictive power of these features on lipid responses. Using cross-validation stratified by patients, we could not validate our hypothesis that models that select a subset of SNP-drug interactions in a principled way have better predictive power than the control models using "random" subsets. Nevertheless, all models tested containing SNP and/or drug terms, exhibited significant predictive power (as compared to a random predictor) and explained a sizable proportion of variance, in the patient stratified cross-validation context. Importantly, the model containing stepwise selected SNP terms showed higher capacity to predict triglyceride levels than a model containing randomly selected SNPs. Dyslipidemia is a complex trait for which many factors remain to be discovered, thus missing from the data, and possibly explaining the limitations of our analysis. In particular, the interactions of drugs with SNPs selected from the set of candidate genes likely have small effect sizes which we were unable to detect in a sample of the present size (<800 patients).In the second part of my thesis, I performed genome-wide association studies within the Cohorte Lausannoise (CoLaus). I have been involved in several international projects to identify SNPs that are associated with various traits, such as serum calcium, body mass index, two-hour glucose levels, as well as metabolic syndrome and its components. These phenotypes are all related to major human health issues, such as cardiovascular disease. I applied statistical methods to detect new variants associated with these phenotypes, contributing to the identification of new genetic loci that may lead to new insights into the genetic basis of these traits. This kind of research will lead to a better understanding of the mechanisms underlying these pathologies, a better evaluation of disease risk, the identification of new therapeutic leads and may ultimately lead to the realization of "personalized" medicine.