La sclérose systémique (ScS) est une maladie auto-immune d’origine inconnue qui est caractérisée par des atteintes vasculaires, des dérèglements cellulaire et immunitaire. La majorité des patients atteints de ScS possède des auto-anticorps dirigés contre des protéines nucléaires. Ces auto-anticorps sont associés à des manifestations cliniques spécifiques favorisant la classification et le diagnostic de la ScS. Les anti-ADN topoisomérase I (antitopo) sont l’un des principaux auto-anticorps retrouvés dans la ScS. Ils sont associés à la forme la plus grave de la maladie, soit la forme diffuse. Celle-ci se caractérise par une importante fibrose progressant vers une atteinte viscérale. La fibrose résulte d’une production excessive et dérégulée de matrice extracellulaire par les fibroblastes. Bien que les anti-topo soient associés à un très mauvais pronostic et qu’ils corrèlent avec l’activité et la sévérité de la maladie, leur rôle dans la pathogenèse de la ScS n’est pas élucidé. Toutefois, depuis que certains auto-antigènes ont démontré des fonctions additionnelles lorsque retrouvés dans le milieu extracellulaire, leur contribution suscite un intérêt marqué. En effet, ces auto-antigènes, dits bifonctionnels, influencent la physiologie de certaines cellules en se liant à leur surface. Ainsi, la détermination du rôle de ces autoantigènes ouvre la voie pour l’exploration du rôle potentiellement pathogène de leurs autoanticorps. Tout d’abord, nous avons démontré que l’auto-antigène topo, ciblée par les antitopo, pouvait influencer la physiologie du fibroblaste suite à l’activation de voies de signalisations intracellulaires stimulant la migration cellulaire. Nos résultats suggèrent fortement que la topo stimule le fibroblaste suite à son interaction avec le CCR7, un récepteur de chimiokine, présent à sa surface. Nous avons également démontré que la topo utilisait les protéoglycans à chaînes d’héparanes sulfates (HSPG) à titre de corécepteurs. Il avait été démontré que la topo liée à la surface des fibroblastes entraînait le recrutement d’anti-topo, l’adhésion et l’activation monocytaires. Nous avons ici démontré que la présence d’anticorps anti-topo entraîne l’amplification de la liaison de la topo au niveau des HSPG. De ce fait, le complexe immun à la surface des fibroblastes pourrait contribuer à l’initiation d’une cascade inflammatoire propice au développement d’une fibrose, caractéristique de la ScS. En dernier lieu, nos résultats nous ont permis de suggérer l’utilisation de l’héparine et des héparines de bas poids moléculaires comme approche thérapeutique pour la ScS puisqu’elles permettent autant de prévenir la liaison du complexe immun topo/anti-topo au niveau des HSPG que de le dissocier une fois lié. En résumé, notre étude soutient d’abord le rôle actif de l’auto-antigène dans la physiologie des fibroblastes mais également le rôle pathogène des anti-topo en présence de la topo dans la ScS. Finalement, les résultats de notre étude permettent de proposer une approche thérapeutique potentielle pour inhiber le développement d’une cascade inflammatoire et pro-fibrotique. / Systemic sclerosis (SSc) is an autoimmune disease of unknown etiology characterized by vascular damage, cellular and immunological disorders. The vast majority of patient sera are characterized by the presence of autoantibodies directed against nuclear proteins. The autoantibodies are associated with specific clinical manifestations and thus useful for diagnostic and classification of the disease. One of the major autoantibody groups are the anti-DNA topoisomerase I (anti-topo). They are associated with the diffuse form of the disease which is characterized by extensive cutaneous and visceral fibrosis. Increased extracellular matrix synthesis and deposition by fibroblast result in the development of fibrosis. Although anti-topo are associated with the worst form of the disease, correlated with the activity and the severity of SSc, their exact role in the pathogenesis of SSc is controversial and still unravelled. On the other hand, there is now strong evidence for active contribution of autoantigens, targeted by autoantibodies, in autoimmune diseases. Indeed, numerous cells have been shown to be influenced by the interaction of autoantigens with their cognate receptors present on their surface. These autoantigens display cytokine-like effects toward their target cell and are called bifunctional autoantigen. Hence, determination of the exact role of these autoantigens and characterization of their interaction with their target cell may open up research perspectives for the elucidation of the potential pathogenic role of their autoantibodies. In our study, we demonstrated that topo activates intracellular signaling pathways leading to the stimulation of fibroblast migration. We undertook experiments to characterize the interaction of the autoantigen topo with fibroblasts responsible of these cellular effects. Our results strongly suggest a direct interaction of topo with CCR7, a chemokine receptor, present on the surface of fibroblasts. Heparan sulfate proteoglycans (HSPG), abundantly present on fibroblast surfaces, were found to act as coreceptors for topo binding. Previous work has demonstrated that once bound to fibroblast surfaces, topo recruits anti-topo autoantibodies, which subsequently lead to adhesion and activation of monocytes. Here, we demonstrated that anti-topo autoantibodies from SSc sera lead to the amplification of topo binding to HSPG on fibroblast surfaces. The binding of topo/anti-topo IC could mediate the initiation and maintenance of an inflammatory cascade and further fibrosis development. Hence, perturbing the binding of topo/anti-topo immune complexes to HSPG became an interesting therapeutic approach. Heparin and low molecular weight heparins were found to prevent the binding of topo and topo/anti-topo immune complexes to the fibroblast surfaces. Moreover, topo/anti-topo immune complexes could be dissociated from fibroblast surfaces by these molecules. Hence, the prevention of topo/anti-topo immune complexes binding to HS chains could result in the absence of the inflammatory cascade initiation. Overall, our results support an active role for topo as a bifunctional autoantigen toward fibroblasts and a pathogenic role for anti-topo autoantibodies in SSc. Finally, a potential therapeutic approach is proposed which could target inflammatory and fibrotic development characteristic of SSc.

Modern medical practice and science involve complex phenotypic definitions. Understanding patterns of association across this range of phenotypes requires co-analysis of high-dimensional association studies in order to characterise shared and distinct elements. In this thesis I address several problems in this area, with a general linking aim of making more efficient use of available data. The main application of these methods is in the analysis of genome-wide association studies (GWAS) and similar studies. Firstly, I developed methodology for a Bayesian conditional false discovery rate (cFDR) for levering GWAS results using summary statistics from a related disease. I extended an existing method to enable a shared control design, increasing power and applicability, and developed an approximate bound on false-discovery rate (FDR) for the procedure. Using the new method I identified several new variant-disease associations. I then developed a second application of shared control design in the context of study replication, enabling improvement in power at the cost of changing the spectrum of sensitivity to systematic errors in study cohorts. This has application in studies on rare diseases or in between-case analyses. I then developed a method for partially characterising heterogeneity within a disease by modelling the bivariate distribution of case-control and within-case effect sizes. Using an adaptation of a likelihood-ratio test, this allows an assessment to be made of whether disease heterogeneity corresponds to differences in disease pathology. I applied this method to a range of simulated and real datasets, enabling insight into the cause of heterogeneity in autoantibody positivity in type 1 diabetes (T1D). Finally, I investigated the relation of subtypes of juvenile idiopathic arthritis (JIA) to adult diseases, using modified genetic risk scores and linear discriminants in a penalised regression framework. The contribution of this thesis is in a range of methodological developments in the analysis of high-dimensional association study comparison. Methods such as these will have wide application in the analysis of GWAS and similar areas, particularly in the development of stratified medicine.