To be able to make informed descicions regarding the research of new drug molecules (ligands), it is crucial to have access to information regarding the chemical interaction between the drug and its biological target (protein). Computer-based methods have a given role in drug research today and, by using methods such as molecular docking, it is possible to investigate the way in which ligands and proteins interact. Despite the acceleration in computer power experienced in the last decades many problems persist in modelling these complicated interactions. The main objective of this thesis was to investigate and improve molecular modelling methods aimed to estimate protein-ligand binding. In order to do so, we have utilised chemometric tools, e.g. design of experiments (DoE) and principal component analysis (PCA), in the field of molecular modelling. More specifically, molecular docking was investigated as a tool for reproduction of ligand poses in protein 3D structures and for virtual screening. Adjustable parameters in two docking software were varied using DoE and parameter settings were identified which lead to improved results. In an additional study, we explored the nature of ligand-binding cavities in proteins since they are important factors in protein-ligand interactions, especially in the prediction of the function of newly found proteins. We developed a strategy, comprising a new set of descriptors and PCA, to map proteins based on their cavity physicochemical properties. Finally, we applied our developed strategies to design a set of glycopeptides which were used to study autoimmune arthritis. A combination of docking and statistical molecular design, synthesis and biological evaluation led to new binders for two different class II MHC proteins and recognition by a panel of T-cell hybridomas. New and interesting SAR conclusions could be drawn and the results will serve as a basis for selection of peptides to include in in vivo studies.

Rheumatoid arthritis (RA) is an autoimmune inflammatory disease that leads to degradation of cartilage and bone mainly in peripheral joints. In collagen-induced arthritis (CIA), a mouse model for RA, activation of autoimmune CD4+ T cells depends on a molecular recognition system where T-cell receptors (TCRs) recognize a complex between the class II MHC Aq protein and CII259-273, a glycopeptide epitope from type II collagen (CII). Interestingly, vaccination with the Aq/CII259-273 complex can relieve symptoms and cause disease regression in mice. This thesis describes the use of modified glycopeptides to explore interactions important for binding to the Aq protein and recognition by autoimmune T-cell hybridomas obtained from mice with CIA. The CII259-273 glycopeptide was modified by replacement of backbone amides with different amide bond isosteres, as well as substitution of two residues that anchor the glycopeptide in prominent pockets in the Aq binding site. A three-dimensional structure of the Aq/glycopeptide complex was modeled to provide a structural basis for interpretation of the modified glycopeptide’s immunological activities. Overall, it was found that the amide bond isosteres affected Aq binding more than could be explained by the static model of the Aq/glycopeptide complex. Molecular dynamics (MD) simulations, however, revealed that the introduced amide bond isosteres substantially altered the hydrogen-bonding network formed between the N-terminal 259-265 backbone sequence of CII259-273 and Aq. These results indicated that the N-terminal hydrogen-bonding interactions follow a cooperative model, where the strength and presence of individual hydrogen bonds depended on the neighboring interactions. The two important anchor residues Ile260 and Phe263 were investigated using a designed library of CII259-273 based glycopeptides with substitutions by different (non-)natural amino acids at positions 260 and 263. Evaluation of binding to the Aq protein showed that there was scope for improvement in position 263 while Ile was preferred in position 260. The obtained SAR understanding provided a valuable basis for future development of modified glycopeptides with improved Aq binding. Furthermore, the modified glycopeptides elicited varying T-cell responses that generally could be correlated to their ability to bind to Aq. However, in several cases, there was a lack of correlation between Aq binding and T-cell recognition, which indicated that the interactions with the TCRs were determined by other factors, such as presentation of altered epitopes and changes in the kinetics of the TCR’s interaction with the Aq/glycopeptide complex. Several of the modified glycopeptides were also found to bind well to the human RA-associated DR4 protein and elicit strong responses with T-cell hybridomas obtained from transgenic mice expressing DR4 and the human CD4 co-receptor. This encourages future investigations of modified glycopeptides that can be used to further probe the MHC/glycopeptide/TCR recognition system and that also constitute potential therapeutic vaccines for treatment of RA. As a step towards this goal, three modified glycopeptides presented in this thesis have been identified as candidates for vaccination studies using the CIA mouse model.

Le système ubiquitine-protéasome est le principal mécanisme par lequel les protéines intracellulaires sont dégradées. Le protéasome dit constitutif (PC) est donc essentiel à l’homéostasie mais aussi à la régulation de la majorité des processus cellulaires importants. La découverte d’un deuxième type de protéasome, appelé immunoprotéasome (IP), soulève toutefois de nouvelles questions. Pourquoi existe-t-il plus d’un type de protéasome ? L’IP a-t-il des rôles redondants ou complémentaires avec le PC ? L’IP étant présent principalement dans les cellules immunitaires ou stimulées par des cytokines, plusieurs groupes ont tenté de définir son rôle dans la réponse immunitaire. Or, l’implication de son homologue constitutif dans un éventail de processus non spécifiquement immunitaires nous laisse croire que l’IP pourrait lui aussi avoir un impact beaucoup plus large. L’objectif de cette thèse était donc de caractériser certains rôles cellulaires de l’IP dans les cellules dendritiques. Nous avons d’abord étudié l’impact global de l’IP sur la présentation antigénique de classe I. Ce faisant, nous avons pu déterminer ses deux contributions principales, soit l’augmentation drastique du nombre et de la diversité des peptides présentés sur les complexes majeurs d’histocompatibilité de classe I. Les différences de clivage entre le PC et l’IP pourraient expliquer en partie cette diversité du répertoire peptidique, notamment par l’affinité apparente de l’IP pour les régions protéiques non structurées. Dans un deuxième temps, nous avons dévoilé un nouveau rôle de l’IP sur un processus dépassant le cadre immunitaire : la transcription. Nous avons découvert que l’IP modifie l’abondance des ARNm en agissant principalement au niveau de leur synthèse. L’impact de l’IP sur le transcriptome est majeur et serait dû en partie à une dégradation différente de facteurs de transcription des familles IRF, STAT et NF-kB. Les cellules dendritiques IP-déficientes activent moins efficacement les lymphocytes T CD8+ et nous croyons que cette défaillance est causée (du moins en partie) par la perturbation transcriptomique provoquée par l’absence d’IP. Il importe donc de comprendre les différents rôles moléculaires de l’IP afin de mieux définir sa contribution globale au fonctionnement de la cellule et comprendre l’avantage évolutif, au niveau de l’organisme, procuré par une telle plasticité du système ubiquitine-protéasome. / The ubiquitin-proteasome system is the major mechanism by which intracellular proteins get degraded. Constitutive proteasomes (CPs) are thus essential for cellular homeostasis but also to regulate the majority of important cellular processes. However, the discovery of a second type of proteasome, named immunoproteasome (IP), raises new questions. Why are there more than one type of proteasome? Does the IP perform redundant or complementary roles with the CP? The IP is predominantly expressed in immune or cytokine-stimulated cells and several groups worked at defining its role during the immune response. Yet, the implication of its constitutive homolog in a variety of processes suggests that the IP may also have a much broader impact. The objective was to characterize cellular roles of the IP in dendritic cells. We first studied the global impact of the IP on class I antigen presentation. We discovered that the IP drastically increases the number and the diversity of peptide presented by class I major histocompatibility complexes. Cleavage differences between the CP and the IP are likely part of the explanation for this peptide repertoire diversity, notably due to IP’s apparent affinity for unstructured protein regions. Second, we discovered a new role for the IP in a process unrestricted to the immune system: transcription. We found that the IP affects transcript abundance mostly at the level of mRNA synthesis. The impact of IPs on the transcriptome is major and would be partly based on a different degradation of IRF, STAT and NF-kB transcription factor family members by the two types of proteasomes. IP-deficient dendritic cells are less potent activators of CD8+ T cells and we believe that this defect is at least partly caused by the transcriptome alterations induced by the absence of IPs. It is therefore important to understand the different molecular roles of the IP in order to better define its global contribution to cellular functions and to understand the evolutionary advantage, at the level of the organism, brought by such plasticity of the ubiquitin- proteasome system.

[Truncated abstract] The assumption that facial attractiveness signals mate quality is central to current evolutionary theories of human sexual selection. Evidence for direct links between attractiveness and mate quality is, however, scarce, and the exact nature of mate quality remains the subject of debate. Mate quality may include genetic diversity, because genome-wide diversity has been linked to individual fitness, and diversity within the Major Histocompatibility Complex (MHC) has been associated with immunocompetence and health in many species. This thesis investigates whether individual genetic diversity plays a role in human sexual selection. The main aim is to examine whether MHC diversity, compared to genetic diversity in general, is especially important for mate preferences, health and mating success. The four studies herein are based on data collected from a large sample of heterosexual, Caucasian males and females. Participants were photographed, provided a DNA sample, and completed questionnaires regarding sexual history and health. Genetic diversity was calculated as both mean heterozygosity (H) and standardised mean-d2 (d2), separately for 12 MHC microsatellite loci and 11 nonMHC loci. The photographs were rated for various attractive features by opposite-sex raters. The first study investigated whether MHC diversity influences preferences for facial appearance in a potential mate, and if so, are they specific to the MHC and are they mediated by specific facial characteristics? I found that MHC-H, but not nonMHCH, positively predicted male facial attractiveness, and that this relationship was mediated by facial averageness. For females, nonMHC-d2 predicted facial symmetry, and potentially attractiveness. These findings indicate that faces contain visual cues to mate quality in both males and females, providing support for evolutionary theories that our preferences are adaptations for identifying mates of high quality. ... Measuring them both allowed me to tease apart their effects on mate preferences, and on health and mating success. Indeed, the MHC appears to be especially important in sexual selection as MHC diversity predicted female mate preferences after controlling for nonMHC diversity, and MHC dissimilarity predicted male mate preferences after controlling for nonMHC dissimilarity. Moreover, although MHC diversity did not appear to influence males’ preference for females, it did predict female mating success, suggesting that males also attend to MHC-related cues, although perhaps non-facial cues, when seeking mates. Additionally, nonMHC diversity predicted both male preferences for female faces and health, suggesting that such preferences are adaptive. Importantly, by providing direct links between facial attractiveness and biological markers of individual quality, genetic diversity, these results support the commonly held assumption that facial attractiveness signals mate quality.

Orientadores: Cármino Antonio de Souza, Jeane Eliete Laguila Visentainer / Tese (doutorado) - Universidade Estadual de Campinas, Faculdade de Ciências Médicas / Made available in DSpace on 2018-08-22T17:20:39Z (GMT). No. of bitstreams: 1 Cardozo_DanielaMaira_D.pdf: 3033896 bytes, checksum: b4696b2dc5fc0ec422091c74289aed9f (MD5) Previous issue date: 2013 / Resumo: No organismo humano, as moléculas HLA (Human Leukocyte Antigens) são proteínas expressas na superfície da maioria das células nucleadas e são codificadas por genes localizados no braço curto do cromossomo 6 na região do Complexo Principal de Histocompatibilidade (CPH). Essas proteínas são caracterizadas pelo alto grau de polimorfismo, e também faz a ligação com receptores KIR (Immunoglobulin-like Receptors), expressos nas células Natural Killer. Os receptores KIR, que reconhecem moléculas do complexo HLA de classe I, estão entre os principais receptores inibidores dos linfócitos NK. Células infectadas por vírus e células tumorais perdem ou têm diminuída a expressão de moléculas HLA de classe I e, por isso, são eliminadas pela ausência de ligação entre moléculas HLA e receptores KIR inibitórios. Atualmente, muitos estudos têm destacado a importância dos genes KIR e HLA no Transplante de Células Progenitoras Hematopoiéticas (TCPH). O TCPH é o tratamento de escolha para muitas doenças hematológicas e dependem de vários fatores incluindo o estágio da doença, o regime de condicionamento, a fonte de células, o grau de identidade HLA entre doador e receptor e o desenvolvimento da doença do enxerto contra o hospedeiro (DECH). Estudos recentes indicam que a presença de células NK alorreativas no enxerto representa um fator favorável à recuperação de pacientes, uma vez que essas células têm a capacidade de eliminar células tumorais residuais pela ausência ou diminuição da expressão de moléculas HLA e sem a indução da DECH. Também outros fatores podem estar envolvidos na resposta pós-transplante, como a presença e ausência de determinados alelos HLA e genes KIR, os quais podem estar ligados à melhor ou pior resposta pós-transplante. O primeiro ensaio investigou a associação entre HLA e a ocorrência da DECH aguda e crônica em pacientes que receberam transplante de células progenitoras hematopoiéticas HLA-idêntico, aparentados. No total, foram 176 pacientes que receberam o primeiro transplante entre 1997 e 2009. DECH aguda foi positivamente associada ao HLA-A10 (P = 0.0007), HLA-A26 (P = 0.002), B55 (P = 0.001), DRB1*15 (P = 0.0211) e DQB1*05 (P = 0.038), enquanto que HLA-B16 (P = 0.0333) foi mais frequente em pacientes sem DECH aguda. DECH crônica foi positivamente associada com HLA-A9 (P = 0.01) e A23 (P = 0.0292) e negativamente associada com HLA-A2 (P = 0.0031) e B53 (P = 0.0116). HLA-B35 (P = 0.0373), B49 (P = 0.0155) e B55 (P = 0.0024) foi alta em pacientes com DECH aguda grau 3 ou mais, do que os outros pacientes. Nos pacientes com DECH crônica extensa, HLA-A9 (P = 0.0004), A24 (P = 0.0059) e A26 (P = 0.0411) foi maior do que nos outros pacientes, enquanto HLA-A2 foi baixo (P = 0.0097). O objetivo do segundo ensaio foi avaliar as possíveis interações dos genes KIR e HLA com o curso clínico do transplante HLA compatível, aparentado e não depletado de linfócitos T, particularmente na doença do enxerto contra o hospedeiro (DECH) aguda e crônica, recaída, sobrevida global e sobrevida livre de evento. A maioria dos doadores (78%) apresentaram o haplótipo B do KIR enquanto que 22% apresentaram o haplótipo A. Dos pacientes que receberam o haplótipo A do doador, 90% tiveram DECH, aguda ou crônica, comparados com os que receberam o haplótipo B (58%) (dados não estatisticamente significantes). Não houve diferença significativa para recaída entre pacientes que receberam os haplótipo A ou B (27% vs 23%). Não houve diferença no desenvolvimento da DECH e recaída para os pacientes homozigotos (C1C1 ou C2C2) e heterozigotos (C1C2) e nem para aqueles com HLA-Bw4 presente e ausente. Também, a sobrevida global não foi diferente para os grupos de pacientes analisados. No entanto, houve forte correlação entre o grupo de pacientes heterozigotos para HLA-C (C1C2) e a incidência de DECH aguda e recaída. A SLE foi maior nos pacientes heterozigotos que não desenvolveram DECHa (p<0,0001). Resultados mostraram que as variantes de HLA podem influenciar na ocorrência de DECH em transplante alogênico, com doadores relacionados, HLA-idênticos, tanto como fatores de proteção, quanto como fatores de susceptibilidade. Ainda, a interação KIR/HLA tem impacto significante no resultado dos transplantes relacionados, HLA compatível, sem depleção de linfócitos T, influenciando na incidência de recaída e na ocorrência da DECH. Resultados mostraram que para o grupo heterozigoto (C1C2) a maioria dos pacientes não desenvolveu DECH aguda e apresentou maior SLE, sugerindo um possível efeito protetor para esse grupo / Abstract: In the human organism, the HLA (human leukocyte antigens) are proteins expressed on the surface of most nucleated cells and are encoded by genes located on the short arm of chromosome 6 in the region of the Major Histocompatibility Complex (MHC). These proteins are characterized by a high degree of polymorphism, and also make the connection with KIR (Immunoglobulin-like Receptors), expressed in Natural Killer cells. KIR receptors that recognize HLA molecules of class I are among the major inhibitory receptors of NK-cells. Virus infected cells and tumor cells have lost or diminished expression of HLA class I molecules and therefore are eliminated by the absence of binding between HLA molecules and inhibitory KIR receptors. Currently, many studies have highlighted the importance of KIR and HLA genes in Hematopoietic Stem Cell Transplantation (HSCT). HPCT is the treatment of choice for many hematological malignancies and depends on various factors including stage of disease, the conditioning regimen, the source of cells, the degree of identity between donor and recipient HLA and development of chronic graft-versus-host (GVHD). Recent studies indicate that the presence of alloreactive NK cells in the graft is a factor aiding the recovery of patients, since these cells have the ability to eliminate residual tumor cells by the absence or diminution of expression of HLA molecules and without inducing GVHD. Also other factors may be involved in response post-transplant, as the presence or absence of certain HLA genes and KIR, which can be connected to a better or worse response after transplantation. The first trial investigated the association between HLA and the occurrence of acute and chronic GVHD in patients receiving hematopoietic stem cell transplant HLA-identical related. In total, 176 patients who received a first transplant between 1997 and 2009. GVHD was positively associated with HLA-A10 (P = 0.0007), HLA-A26 (P = 0.002), B55 (P = 0.001), DRB1 * 15 (P = 0.0211) and DQB1 * 05 (P = 0.038), while that HLA-B16 (P = 0.0333) was more frequent in patients without acute GVHD. Chronic GVHD was positively associated with HLA-A9 (P = 0.01) and A23 (P = 0.0292) and negatively associated with HLA-A2 (P = 0.0031) and B53 (P = 0.0116). HLA-B35 (P = 0.0373), B49 (P = 0.0155) and B55 (P = 0.0024) was high in patients with acute GVHD grade 3 or more, than the other patients. In patients with extensive chronic GvHD, HLA-A9 (P = 0.0004), A24 (P = 0.0059) and A26 (P = 0.0411) was greater than in the other patients, whereas HLA-A2 was low (P = 0.0097). The objective of the second test was to evaluate the possible interactions of KIR and HLA genes with the clinical course of the transplant HLA compatible related and not depleted of T lymphocytes, particularly in chronic graft versus host disease (GVHD) acute and chronic relapse, survival overall and event-free survival. Most donors (78%) presented the KIR B haplotype while 22% were haplotype A. Of the patients who received the donor haplotype A, 90% had GvHD, acute or chronic, compared with those who received the haplotype B (58%) (data not statistically significant). There was no significant difference in relapse between patients who received the haplotype A or B (27% vs 23%). There was no difference in the development of GVHD and relapse for patients homozygous (C1C1 or C2C2) and heterozygous (C1C2) and not for those with HLA-Bw4 present and absent. Also, the overall survival was not different for the groups of patients studied. However, there was strong correlation between the group of patients heterozygous for HLA-C (C1C2) and the incidence of acute GVHD and relapse. The SLE was higher in patients who did not develop GVHD heterozygotes (p <0.0001). Results showed that the HLA variants may influence the occurrence of GVHD in allogeneic transplantation with related donors, HLA-identical, both as protective factors, such as susceptibility factors. Furthermore, the interaction KIR / HLA has a significant impact on the outcome of transplantation related HLA-compatible, without depletion of T cells, influencing the incidence of relapse and the occurrence of GVHD. Results showed that for the heterozygous group (C1C2) most patients did not develop acute GVHD and showed higher SLE, suggesting a possible protective effect for this group / Doutorado / Clinica Medica / Doutora em Clínica Médica

This thesis is comprised of studies of proteins involved in class I and class II major histocompatibility complex (MHC) antigen procressing. In class I MHC processing, structural and functional studies were conducted of an aminopeptidase, ERAP1, that mediates the final step in antigen processing to understand how it is particularly suitable for cleavage of antigenic peptides for class I MHC presentation. In the class II MHC antigen presentation pathway, structural studies were conducted to characterize a fluorogenic peptide that can be used to understand peptide loading events in vivo and in real time. Also structural studies of class II MHC and peptide complexes were conducted to understand the nature of an unique C-terminal secondary structure element exhibited by an HIV derived peptide in the peptide binding groove of class II MHC. The studies discussed in this thesis provide insights into the proteins involved in the class I and class II MHC antigen presentation pathway. The endoplasmic reticulum (ER) aminopeptidase, ERAP1, is a 941 amino acid member of the M1 family of zinc metalloaminopeptidases. Unlike other aminopeptidases, ERAP1 has a length and C-terminal preference for its substrates. Interestingly, ERAP1 has been shown to trim antigenic peptides to lengths of 8 or 9 amino acids long. This length matches the length required to bind into the peptide binding groove of class I MHC molecules. In addition, ERAP1 is upregulated in the ER of cells treated with interferon gamma (IFN-γ). Knock-down of ERAP1 by siRNA results in less overall antigenic presentation during IFN-γ treatment, although the knock-down does not affect all class I MHC epitopes equally. Knock-out studies show that ERAP1 effects the antigen repertoire at the cell surface. These and other data implicate ERAP1 as an important player in class I MHC antigen presentation. A chapter of this thesis will describe the crystallographic work describing the structures of ERAP1 with an aminopeptidase inhibitor, bestatin, and ERAP1 without an inhibitor that suggest possible peptide binding site in ERAP1 that will allow it to generate suitable substrates for a subset of class I MHC alleles. Class II MHC plays a key role in the immune response by presenting antigenic peptides on CD4+ cytotoxic cell surfaces for T-cell response. The binding of peptides onto the MHC is an important step in creating an immune response. Structures of peptide bound MHC class II show conserved side chain binding pockets within the overall peptide-binding groove. In HLA-DR1, a common human class II MHC, the P1 pocket shows a preference for large hydrophobic side chains. Development of environmentally sensitive peptide analogs, that can bind into the class II MHC the same way as native peptides, can assist in visualizing the antigen binding process. A chapter in this thesis describes the crystallographic work showing that (4-DAPA)-HA can be used to study antigen-presenting processes in a cell by visualizing the changes in fluorescence of the synthesized peptide upon antigen loading. Crystallographic analysis of MHC class II, HLA-DR1, in complex with HIV gag-derived peptide, GagP16(PEVIPMFSALSEGATP), and superantigen, SEC3- 3B2, reveals the conventional polyproline conformation up to MHC binding pocket residue, P9, while the C-terminus of GagP16 adopts an unusual β- hairpin loop structure. Additionally, interactions between the leucine at P8 (LeuP8) and other residues on the loop such as ThrP16 and AlaP14 of the hairpin loop, was observed. Importantly, GagP16 requires the last 4 amino acids (P13-P16), which is part of the hairpin loop, for T-cell recognition. Understanding what dictates the C-terminal hairpin loop and the interaction motif of HLA-DR1/GagP16 complex with its TCR will provide insights on why it is important for T cell activation. A chapter in this thesis discusses the structural investigation conducted to understand the determinants of the loop at the C-terminus of GagP16 using designed peptides. It will also discuss work involving HLA-DR1 with the T cell receptor, AC25, that was cloned from T cells that are specific to HLA-DR1 in complex with the GagP16 peptide.

Le traitement des leucémies myéloïdes et lymphoblastiques aiguës a connu des avancées importantes dans la dernière décennie. Malgré ces progrès, le taux de rechutes reste élevé et le besoin médical est réel. Ces leucémies sont caractérisées par une expression aberrante d’antigènes qui peuvent provenir de protéines mutées, mais aussi de séquences rapportées comme non codantes. Les réponses contre ces néoantigènes tumoraux « cryptiques » demeurent non caractérisées. Afin de définir l’existence d’un répertoire varié de récepteurs des lymphocytes T (TCR) qui reconnaitraient ces néoantigènes, des cellules mononuclées du sang périphérique de patients sains sont isolées puis enrichies en cellules T CD8+ naïves. L’expansion et l’activation de ces cellules sont ensuite réalisées avec des cellules dendritiques autologues chargées avec l’antigène d’intérêt puis triées à l’aide de multimères HLA-peptides spécifiques. L’ARN des cellules avec TCR spécifiques aux antigènes spécifiques des tumeurs (TSA) leucémiques est isolé afin de réaliser un séquençage du TCR-bêta. L’expansion cellulaire a été réalisée de façon suffisante pour effectuer le séquençage des cellules identifiées comme positives par le marquage avec dextramères. Une réponse T est obtenue pour 50% des néoantigènes testés avec une réactivité montrée par ELISpot et se traduisant par une sécrétion de cytokines inflammatoires. Des lymphocytes T spécifiques aux TSA d’intérêt sont donc présents dans le sang périphérique de donneurs sains. Le séquençage de ces cellules a permis d’identifier les clonotypes pour lesquels une réponse anti-leucémique forte est possible. Il serait intéressant d’utiliser ces clonotypes spécifiques aux tumeurs cryptiques dans le développement de nouveaux traitements d’immunothérapie adoptive. / The treatment of acute myeloid and lymphoblastic leukemia has seen significant advances in the past decade. Despite this progress, the relapse rate remains high and the medical need is real. These leukemias are characterized by an aberrant expression of antigens, some from mutated proteins but also from sequences of DNA that were reported as non-coding. Responses against these “cryptic” neoantigens remains uncharacterized. In order to verify whether a diverse repertoire of T cell receptors (TCR) does recognize these neoantigens, mononuclear cells from peripheral blood of healthy patients are isolated and enriched with naive CD8+ T cells. The expansion and activation of these cells are then carried out with autologous dendritic cells loaded with the antigen of interest and then sorted using HLA-peptide specific multimers. RNA from cells with TCR specific for leukemic tumor-specific antigens (TSA) is isolated in order to perform TCR-beta sequencing. Cell expansion was sufficient to perform the sequencing of cells identified as positive by staining with dextramers. A T-cell response is obtained for 50% of the neoantigens tested with reactivity shown by ELISpot and resulting in a secretion of inflammatory cytokines. T lymphocytes specific to the TSA of interest are therefore present in the peripheral blood of healthy donors. Sequencing of these cells made it possible to identify clonotypes for which a strong anti-leukemic response can be expected. It would be interesting to use these cryptic tumor-specific clonotypes in the development of new adoptive immunotherapy treatments.

Increasing evidence of non-canonical protein translation has sparked interest in their identification and characterization for use in immunotherapy. In addition, recent studies on the repertoire of major histocompatibility complex class I (MHC-I) associated peptides (MAPs or immunopeptidome), have suggested that MAPs derived from these translations are potential targets for cancer immunotherapy. Therefore, the aim of this study was to assess the impact of these MAPs in cancer by developing methods to facilitate their identification and their validation as potential targets for immunotherapy. To facilitate the identification of non-canonical proteins, we developed Ribo-db, a proteogenomic approach that combines RNA sequencing, ribosome profiling and mass spectrometry. This approach enables the generation of specific databases aimed at including protein diversity. The use of Ribo-db to analyze diffuse large B-cell lymphoma (DLBCL) samples revealed that approximately 10% of MAPs were derived from non-canonical proteins. These proteins had distinct properties compared to those derived from canonical proteins. They had shorter lengths and lower stability, but greater efficiency in generating MAPs. Importantly, we found limited overlap between the non-canonical proteins detected in the immunopeptidome and those detected in the whole proteome suggesting the existence of two distinct non-canonical protein repertoires. Knowing that non-canonical MAPs can be effective targets for cancer immunotherapy, we developed BamQuery, a tool to assess their expression in tissues to determine whether they can be used in a vaccine. BamQuery aims to predict the probability of MHC-I presentation of each peptide in different tissues based on its RNA expression. Using BamQuery, we found that previously identified tumor antigens (TA) would be highly expressed in healthy tissues, making them poor candidates for immunotherapy. In addition, we also identified highly potential immunotherapeutic targets in DLBCL that were derived from non-canonical translations. These targets showed promising as they were poorly expressed in normal tissues but highly expressed and shared in tumor samples. Thus, BamQuery proved to be a useful tool for identifying and prioritizing potential immunotherapeutic targets. Overall, our research indicated that non-canonical regions of the genome increase the diversity of MAPs that can be recognized by T cells. Furthermore, the expression of MAPs in tissues can be used as a predictor of their presentation to MHC I to identify reliable targets for immunotherapy, for which BamQuery is an effective tool. / Les preuves de plus en plus nombreuses de la traduction des protéines non canonique ont suscité l'intérêt pour leur identification et leur caractérisation en vue de leur utilisation dans les immunothérapies. En outre, des études récentes sur le répertoire des peptides associés au complexe majeur d'histocompatibilité de classe I (CMH-I, connus sous le nom de MAPs ou immunopeptidome), ont suggéré que les MAPs dérivés de ces traductions sont des cibles potentielles pour l'immunothérapie du cancer. L'objectif de cette étude était donc d'évaluer l'impact de ces MAP dans le cancer en développant des méthodes pour faciliter leur identification et leur validation en tant que cibles potentielles pour l'immunothérapie. Afin de faciliter l'identification des protéines non canoniques, nous avons développé Ribodb, une approche protéogénomique qui combine le séquençage de l'ARN, le profilage ribosomal et la spectrométrie de masse. Cette approche permet de générer des bases de données spécifiques visant à inclure la diversité des protéines. Notre analyse avec Ribo-db d'échantillons de lymphome diffus à grandes cellules B (DLBCL) a révélé qu'environ 10% des MAP étaient dérivés de protéines non canoniques. Ces protéines avaient des propriétés distinctes par rapport à celles dérivées de protéines canoniques. Elles étaient plus courtes et avaient une stabilité plus faible, mais une plus grande efficacité dans la génération de MAPs. Fait important, nous avons constaté un chevauchement limité entre les protéines non canoniques détectées dans l'immunopeptidome et celles détectées dans le proteome entier, ce qui suggère l'existence de deux répertoires distincts de protéines non canoniques. Sachant que les MAP non canoniques peuvent être des cibles efficaces pour l'immunothérapie du cancer, nous avons développé BamQuery, un outil permettant d'évaluer leur expression dans les tissus afin de déterminer s'ils peuvent être utilisés dans un vaccin. BamQuery vise à prédire la probabilité de présentation au CMH-I de chaque MAP dans différents tissus sur la base de son expression ARN. En utilisant BamQuery, nous avons découvert que des antigènes tumoraux (TA) précédemment identifiés seraient fortement exprimés dans les tissus sains, ce qui en fait de mauvais candidats pour l'immunothérapie. En outre, nous avons également ii identifié des cibles immunothérapeutiques très potentielles dans DLBCL qui étaient dérivées de traductions non canoniques. Ces cibles se sont révélées prometteuses car elles étaient peu exprimées dans les tissus normaux mais fortement exprimées et partagées dans les échantillons tumoraux. Ainsi, BamQuery s'est avéré être un outil utile pour identifier et hiérarchiser les cibles immunothérapeutiques potentielles. Dans l'ensemble, nos recherches ont indiqué que les régions non canonique du génome augmentent la diversité des MAPs qui peuvent être reconnues par les cellules T. De plus, l'expression des MAPs dans les tissus peut être utilisée comme un prédicteur de leur présentation au CMH I afin d'identifier des cibles fiables pour l'immunothérapie, ce pour quoi BamQuery est un outil efficace.

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Les molécules classiques du complexe majeur d’histocompatibilité de classe II (CMHII) sont des glycoprotéines de surface spécialisées dans la présentation de peptides, principalement dérivés de pathogènes extracellulaires, aux récepteurs des lymphocytes T CD4+ afin d’initier la réponse immunitaire adaptative. Elles sont encodées, avec celles du CMH de classe I, par les gènes les plus polymorphiques identifiés jusqu’à maintenant, avec plusieurs loci et une grande diversité allélique à chacun d’eux. De plus, le polymorphisme des gènes du CMHII n’est pas limité qu’aux séquences codantes. Il est également observé dans les promoteurs où on a démontré ses effets sur le niveau d’expression des gènes. La variation de la régulation d’un gène est considérée comme un facteur important et pour laquelle des modifications morphologiques, physiologiques et comportementales sont observées chez tous les organismes. Des séquences d’ADN répétées impliquées dans cette régulation ont été identifiées dans les régions non-codantes des génomes. D’un autre côté, la sélection par les pathogènes permettrait l’évolution et le maintien du polymorphisme des gènes du CMH chez les vertébrés. À ce sujet, plusieurs études ont montré l’implication de différents allèles du CMH dans la résistance ou la susceptibilité aux maladies. Cette étude avait pour objectifs de caractériser le polymorphisme du gène MHIIb chez l’omble de fontaine (Salvelinus fontinalis) et de documenter ses effets au niveau de la survie conférée par des allèles et/ou génotypes particuliers lors d’une infection, ainsi que sur la variation du niveau d’expression du gène dans différentes conditions. Dans une première partie, nous avons identifié un total de 6 allèles du gène MHIIb, désignés Safo-DAB*0101 à Safo-DAB*0601, qui montrent une grande similarité avec les séquences codantes provenant de poissons téléostéens et de l’humain. L’analyse des séquences du domaine b1 a permis de détecter l’effet d’une pression sélective positive pour maintenir le polymorphisme dans cette région de la molécule. Quatre de ces allèles ont été testés lors d’une expérience d’infection avec le pathogène Aeromonas salmonicida afin d’évaluer l’effet qu’ils pouvaient avoir sur la survie des poissons. Nous avons trouvé que l’allèle DAB*0101 était significativement associé à la résistance à la furonculose. En plus d’avoir été identifié chez les individus homozygotes pour cet allèle, l’effet a également été remarqué au niveau de la survie les poissons de génotype DAB*0101/*0201. À l’opposé, les facteurs de risque élevé obtenus pour les génotypes DAB*0201/*0301 et DAB*0301/*0401 suggèrent plutôt une association à la susceptibilité. Étant donné la faible fréquence à laquelle l’allèle DAB*0101 a été retrouvé dans la population, le modèle de la sélection dépendante de la fréquence pourrait expliquer l’avantage conféré par ce dernier et souligne l’importance de ce mécanisme pour le maintien du polymorphisme du gène MHIIb chez l’omble de fontaine. Dans une seconde partie, nous avons rapporté la présence d’un minisatellite polymorphique formé d’un motif de 32 nucléotides dans le second intron du gène MHIIb, et pour lequel un nombre exclusif de répétitions du motif a été associé à chaque allèle (69, 27, 20, 40, 19 et 25 répétitions pour les allèles DAB*0101 à DAB*0601 respectivement). L’expression relative de quatre allèles a été évaluée dans des poissons hétérozygotes aux températures de 6 ºC et 18 ºC. Les résultats indiquent que les allèles possédant un long minisatellite montrent une réduction de l’expression du gène d’un facteur 1,67 à 2,56 par rapport aux allèles qui en contiennent un court. De même, des allèles qui incluent des minisatellites de tailles similaires n’affichent pas de différence significative au niveau de l’abondance du transcrit aux deux températures. De plus, l’effet répressif associé aux longs minisatellites est amplifié à la température de 18 ºC dans des poissons de trois génotypes différents. Nous avons finalement observé une augmentation significative par un facteur 2,08 de l’expression totale du gène MHIIb à la température de 6 ºC. Ces résultats appuient l’implication des séquences d’ADN répétées dans la régulation de l’activité transcriptionnelle d’un gène et suggèrent qu’un minisatellite sensible aux différences de températures pourrait être soumis aux forces sélectives et jouer un rôle important dans l’expression de gènes et l’évolution des organismes poïkilothermes. / Classical major histocompatibility complex class II (MHCII) molecules are cell-surface glycoproteins specialized in the presentation of peptides, mainly derived from extracellular pathogens, to the antigen receptors of CD4+ T cells in the adaptive immune system. They are encoded, with those of the MHC class I, by the most polymorphic genes known to date, with multiple loci and high allelic diversity at each one. Moreover, the polymorphism within MHCII genes is not restricted to coding sequences. It has also been observed in promoters where it was shown to affect the expression level of the genes. Variation in gene regulation is believed to be an important factor from which modification in morphology, physiology or behaviour can be observed in all organisms. Repeated DNA sequences with functional roles in this regulation have been identified within the non-coding parts of the genomes. On the other hand, pathogen-driven selection is also believed to be important in the evolution and maintenance of the polymorphism of the MHC genes in vertebrates. Studies have shown the implication of different MHC alleles in disease resistance or susceptibility. In this study, our aims were to characterize the polymorphism of the MHIIb gene in brook charr (Salvelinus fontinalis), to document its effects on the survival conferred by specific alleles and/or genotypes following an infection and on the variation of the expression level of the gene in different environmental conditions. In a first part, we identified a total of 6 MHIIb alleles, designated Safo-DAB*0101 to Safo-DAB*0601, showing a high similarity to coding sequences from teleost fish and human. Analysis of the b1 domain sequences indicates the effect of a positive selection pressure to select polymorphic mutations in that region of the molecule. Four of these alleles were tested in a challenge experiment against the pathogen Aeromonas salmonicida to evaluate their effect on fish survival. We found that one allele, DAB*0101, was significantly associated with resistance to furonculosis. In addition to homozygotes for this allele, its resistance effect was also detected in the heterozygote individuals of the DAB*0101/*0201 genotype. In contrast, other allelic combinations, namely heterozygous genotypes DAB*0201/*0301 and DAB*0301/*0401 were significantly associated with increased susceptibility. Given that its frequency was relatively low in the population, the negative frequency dependant selection hypothesis could explain the advantage associated with the allele DAB*0101 over the other alleles and highlight the importance of this mechanism to sustain variation at the MHC in brook charr. In a second part, we reported the identification of a polymorphic minisatellite formed of a 32 nucleotides motif in the second intron of MHIIb gene, and for which distinctive repeat numbers of the motif were associated to each alleles (69, 27, 20, 40, 19 and 25 repeats for the DAB*0101 to DAB*0601 alleles respectively). Relative expression levels of four alleles were determined in heterozygous fish at temperature of 18 ºC and 6 ºC. Results indicate that alleles carrying the longest minisatellite showed a 1.67 to 2.56-fold reduction in the transcript expression relatively to the shortest one. In contrast, no significant differences were seen in the expression levels between alleles with comparable minisatellite length at both temperatures. Furthermore, the repressive activity associated to the longest minisatellite was more effective at temperature of 18 ºC in fish from three different genotypes. We finally observed a significant 2.08-fold up-regulation of the total MHII transcript amount at 6 ºC. The results support the implication of repeated DNA sequences in the regulation of the gene transcriptional activity and suggest that a temperature-sensitive minisatellite could potentially be submitted to selective forces and therefore play an important role in gene expression and evolution in ectothermic organisms.