Devant le grand nombre de tumeurs du sein triple négatif résistant aux traitements, il est essentiel de comprendre les mécanismes de résistance et de trouver de nouvelles molécules efficaces. En premier lieu, nous analysons deux ensembles de données pharmacogénomiques à grande échelle. Nous proposons une nouvelle classification basée sur des profils transcriptomiques de lignées cellulaires, selon un processus de sélection de gènes basé sur des réseaux biologiques. Notre classification moléculaire montre une plus grande homogénéité dans la réponse aux médicaments que lorsque l’on regroupe les lignées cellulaires en fonction de leur tissu d'origine. Elle permet également d’identifier des profils similaires de réponse aux traitements. Dans un second travail, nous étudions une cohorte de patients atteints d’un cancer du sein triple négatif ayant résisté à la chimiothérapie néoadjuvante. Nous effectuons des analyses moléculaires complètes basées sur du RNAseq et WES. Nous constatons une forte hétérogénéité moléculaire des tumeurs avant et après traitement. Bien que nous observons une évolution clonale sous traitement, aucun mécanisme récurrent de résistance n’a pu être identifié. Nos résultats suggèrent fortement que chaque tumeur a un profil moléculaire unique et qu'il est important d'étudier de grandes séries de tumeurs. Enfin, nous améliorons une méthode pour tester la surreprésentation de motifs connus de protéines de liaison à l'ARN, dans un ensemble donné de séquences régulées. Cet outil utilise une approche innovante pour contrôler la proportion de faux positifs qui n'est pas réalisé par l'algorithme existant. Nous montrons l'efficacité de notre approche en utilisant deux séries de données différentes. / Given the large number of treatment-resistant triple-negative breast cancers, it is essential to understand the mechanisms of resistance and to find new effective molecules. First, we analyze two large-scale pharmacogenomic datasets. We propose a novel classification based on transcriptomic profiles of cell lines, according to a biological network-driven gene selection process. Our molecular classification shows greater homogeneity in drug response than when cell lines are grouped according to their original tissue. It also helps identify similar patterns of treatment response. In a second analysis, we study a cohort of patients with triple-negative breast cancer who have resisted to neoadjuvant chemotherapy. We perform complete molecular analyzes based on RNAseq and WES. We observe a high molecular heterogeneity of tumors before and after treatment. Although we highlighted clonal evolution under treatment, no recurrent mechanism of resistance could be identified Our results strongly suggest that each tumor has a unique molecular profile and that that it is increasingly important to have large series of tumors. Finally, we are improving a method for testing the overrepresentation of known RNA binding protein motifs in a given set of regulated sequences. This tool uses an innovative approach to control the proportion of false positives that is not realized by the existing algorithm. We show the effectiveness of our approach using two different datasets.

As imagens de ressonância magnética (RM) ponderadas em Difusão são conhecidas como uma técnica funcional capaz de refletir alterações estruturais e celulares de neoplasias. No câncer de mama, a difusão e sua quantificação através dos valores do coeficiente de difusão aparente (CDA) têm sido utilizados para avaliar resposta tumoral após quimioterapia neoadjuvante (QTN). Os variados desfechos clínicos do câncer de mama, incluindo as diferentes respostas ao tratamento quimioterápico podem estar relacionados à heterogeneidade da doença. A presença das células tronco tumorais (CTT) é uma das hipóteses aceitas para explicar os diferentes comportamentos biológicos dos tumores. Este estudo buscou avaliar uma possível associação entre os valores de CDA nas neoplasias invasivas da mama e a presença de marcadores de CTT e os principais marcadores prognósticos da doença em pacientes tratadas com QTN. Foram avaliadas prospectiva e consecutivamente as imagens de RM pré-tratamento de 27 pacientes com câncer da mama que realizaram QTN seguida de cirurgia. Os valores de CDA média, p10, p25 e p50 foram obtidos através de duas mensurações, uma com único ROI e outra com múltiplos ROIs envolvendo toda extensão tumoral. Esses valores de CDA foram correlacionados: à quantificação por citometria de fluxo de CTT com fenótipos ESA+/CD44+/CD24-, células ESA+ com alta atividade ALDH1 e células ESA+/ABCG2+, à capacidade de formação de mamoesferas, e aos principais fatores prognósticos do câncer de mama, incluindo estágio clínico, doença axilar linfonodal, grau tumoral, receptores de estrógeno (RE), receptores de progesterona (RP) e superexpressão do HER2. Também foi realizada correlação dos valores de CDA com a resposta patológica completa após QTN. A presença de CTT, a capacidade de formação de mamoesferas e a resposta patológica completa não se correlacionaram aos valores de CDA. Para ambas as medidas e todos os parâmetros avaliados de CDA (x10-3mm2/s), os valores foram significantemente menores nos tumores com estágio clínico III e IV vs II (0,90±0,16; 1,02±0,18); com doença linfonodal após QTN vs axila livre (0,89±0,16; 1,01±0,17); RE+ vs RE- (0,90±0,16; 1,00±0,18); RP+ vs RP- (0,91±0,16; 0,98±0,18) e HER2+ vs HER2- (0,92±0,17;0,97±0,18). Tumores grau 1 apresentaram CDA com valores significativamente maiores em relação aos tumores grau 2 (diferença 0,18; CI: 0,03-0,33, p=0,02). Os valores de CDA dos tumores de mama pré-QTN não predizem a presença de CTT, a capacidade de formação de mamoesferas ou a resposta patológica completa, porém se correlacionam com o estágio clínico da doença, doença linfonodal axilar após QTN, grau tumoral e expressão das proteínas RE, RP e HER2, sendo um promissor marcador de agressividade tumoral / The diffusion-weighted magnetic resonance imaging (DWMRI) is a functional technique able to reflect structural and cellular changes in the tumors. In the breast cancer, the diffusion-weighted images and its numeric value known as the apparent diffusion coefficient (ADC) has been applied to evaluate pathologic response in patients treated with neoadjuvant chemotherapy (NC). The difference in the clinical results after breast cancer treatment, including different rates of responses to the NC has been associated to the heterogeneity of the disease. The presence of the breast cancer stem cells (BCSC) is an accepted hypothesis to explain the different biologic breast cancers behaviors. The aim of this study was to correlate the ADC value of invasive breast cancer with the presence of cancer stem cells markers and the major prognostic factors in patients treated with neoadjuvant chemotherapy. Prospectively, the MRI pre-treatment of twenty-seven consecutive patients with invasive breast cancer posteriorly treated with NC followed by surgery were evaluated. The ADC values mean, 10th percentile, 25th percentile, 50th percentile were obtained from two measurements, one of them with a unique ROI and the other with multiple ROIs encompassing the entire lesion. The ADC values were correlated to: presence of BCSCs (cell surface markers CD44+/CD24-, ABCG2 and ALDH1) identified by flow cytometric analysis, tumor grade, breast cancer staging, lymph nodal involvement, expression of estrogen receptors (ER), expression of progesterone receptors (PR) and expression of HER2. The assay mammospheres (Mammocult ®) were analyzed in 18 samples. Additionally, the ADC values were correlated to the pathologic complete response after QN treatment. There were no correlations between ADC values and breast cancer stem cells markers or mammospheres formation efficiency. For all parameters calculated, the ADC values (x10- 3 mm 2 /s) were lower in: breast cancer stage III and IV than stage II (0,90±0,16; 1,02±0,18), tumors with lymph node metastasis than without lymph node metastasis (0,89±0,16; 1,01±0,17), ER expression than ER negative (0,90±0,16; 1,00±0,18), PR expression than PR 10 negative (0,91±0,16; 0,98±0,18) and HER2 expression than HER2 negative (0,92±0,17; 0,97±0,18). The ADC values were significantly higher in grade-1 tumors (difference 0,18; CI: 0,03-0,33) compared to grade-2 tumors (p=0,02). The tumors values of ADC pretreatment were not correlated to the pathologic complete response after NC. The ADC values in pre-treatment invasive breast cancers are not a predictor of BCSC presence, mammospheres formation efficiency or pathologic complete response to QN. However it is correlated to the tumor grade, breast cancer staging, lymph nodal involvement, expression of ER, PR and HER2 and may represent a promising marker of tumor aggressiveness

As imagens de ressonância magnética (RM) ponderadas em Difusão são conhecidas como uma técnica funcional capaz de refletir alterações estruturais e celulares de neoplasias. No câncer de mama, a difusão e sua quantificação através dos valores do coeficiente de difusão aparente (CDA) têm sido utilizados para avaliar resposta tumoral após quimioterapia neoadjuvante (QTN). Os variados desfechos clínicos do câncer de mama, incluindo as diferentes respostas ao tratamento quimioterápico podem estar relacionados à heterogeneidade da doença. A presença das células tronco tumorais (CTT) é uma das hipóteses aceitas para explicar os diferentes comportamentos biológicos dos tumores. Este estudo buscou avaliar uma possível associação entre os valores de CDA nas neoplasias invasivas da mama e a presença de marcadores de CTT e os principais marcadores prognósticos da doença em pacientes tratadas com QTN. Foram avaliadas prospectiva e consecutivamente as imagens de RM pré-tratamento de 27 pacientes com câncer da mama que realizaram QTN seguida de cirurgia. Os valores de CDA média, p10, p25 e p50 foram obtidos através de duas mensurações, uma com único ROI e outra com múltiplos ROIs envolvendo toda extensão tumoral. Esses valores de CDA foram correlacionados: à quantificação por citometria de fluxo de CTT com fenótipos ESA+/CD44+/CD24-, células ESA+ com alta atividade ALDH1 e células ESA+/ABCG2+, à capacidade de formação de mamoesferas, e aos principais fatores prognósticos do câncer de mama, incluindo estágio clínico, doença axilar linfonodal, grau tumoral, receptores de estrógeno (RE), receptores de progesterona (RP) e superexpressão do HER2. Também foi realizada correlação dos valores de CDA com a resposta patológica completa após QTN. A presença de CTT, a capacidade de formação de mamoesferas e a resposta patológica completa não se correlacionaram aos valores de CDA. Para ambas as medidas e todos os parâmetros avaliados de CDA (x10-3mm2/s), os valores foram significantemente menores nos tumores com estágio clínico III e IV vs II (0,90±0,16; 1,02±0,18); com doença linfonodal após QTN vs axila livre (0,89±0,16; 1,01±0,17); RE+ vs RE- (0,90±0,16; 1,00±0,18); RP+ vs RP- (0,91±0,16; 0,98±0,18) e HER2+ vs HER2- (0,92±0,17;0,97±0,18). Tumores grau 1 apresentaram CDA com valores significativamente maiores em relação aos tumores grau 2 (diferença 0,18; CI: 0,03-0,33, p=0,02). Os valores de CDA dos tumores de mama pré-QTN não predizem a presença de CTT, a capacidade de formação de mamoesferas ou a resposta patológica completa, porém se correlacionam com o estágio clínico da doença, doença linfonodal axilar após QTN, grau tumoral e expressão das proteínas RE, RP e HER2, sendo um promissor marcador de agressividade tumoral / The diffusion-weighted magnetic resonance imaging (DWMRI) is a functional technique able to reflect structural and cellular changes in the tumors. In the breast cancer, the diffusion-weighted images and its numeric value known as the apparent diffusion coefficient (ADC) has been applied to evaluate pathologic response in patients treated with neoadjuvant chemotherapy (NC). The difference in the clinical results after breast cancer treatment, including different rates of responses to the NC has been associated to the heterogeneity of the disease. The presence of the breast cancer stem cells (BCSC) is an accepted hypothesis to explain the different biologic breast cancers behaviors. The aim of this study was to correlate the ADC value of invasive breast cancer with the presence of cancer stem cells markers and the major prognostic factors in patients treated with neoadjuvant chemotherapy. Prospectively, the MRI pre-treatment of twenty-seven consecutive patients with invasive breast cancer posteriorly treated with NC followed by surgery were evaluated. The ADC values mean, 10th percentile, 25th percentile, 50th percentile were obtained from two measurements, one of them with a unique ROI and the other with multiple ROIs encompassing the entire lesion. The ADC values were correlated to: presence of BCSCs (cell surface markers CD44+/CD24-, ABCG2 and ALDH1) identified by flow cytometric analysis, tumor grade, breast cancer staging, lymph nodal involvement, expression of estrogen receptors (ER), expression of progesterone receptors (PR) and expression of HER2. The assay mammospheres (Mammocult ®) were analyzed in 18 samples. Additionally, the ADC values were correlated to the pathologic complete response after QN treatment. There were no correlations between ADC values and breast cancer stem cells markers or mammospheres formation efficiency. For all parameters calculated, the ADC values (x10- 3 mm 2 /s) were lower in: breast cancer stage III and IV than stage II (0,90±0,16; 1,02±0,18), tumors with lymph node metastasis than without lymph node metastasis (0,89±0,16; 1,01±0,17), ER expression than ER negative (0,90±0,16; 1,00±0,18), PR expression than PR 10 negative (0,91±0,16; 0,98±0,18) and HER2 expression than HER2 negative (0,92±0,17; 0,97±0,18). The ADC values were significantly higher in grade-1 tumors (difference 0,18; CI: 0,03-0,33) compared to grade-2 tumors (p=0,02). The tumors values of ADC pretreatment were not correlated to the pathologic complete response after NC. The ADC values in pre-treatment invasive breast cancers are not a predictor of BCSC presence, mammospheres formation efficiency or pathologic complete response to QN. However it is correlated to the tumor grade, breast cancer staging, lymph nodal involvement, expression of ER, PR and HER2 and may represent a promising marker of tumor aggressiveness

La chimiothérapie néoadjuvante (CNA) est une avancée majeure dans les traitements des cancers du sein. La CNA réduit nettement la tumeur primaire et permet une chirurgie conservatrice à tous les stades du cancer. Malheureusement, elle s’accompagne de dysfonctionnements neurologiques qui limitent le succès du traitement anti-tumoral. La prise en charge médicale de ces troubles neurologiques est problématique compte tenu de l’inefficacité des neuroprotecteurs disponibles. De plus, la recherche de nouvelles thérapeutiques est handicapée par l’absence de modèles expérimentaux reproduisant fidèlement les symptômes évoqués par la CNA séquentielle « épirubicine (EPI)/docétaxel (DO) » ou CNA-[EPI-DO] fréquemment utilisée. Ce travail de thèse a permis de caractériser pour la première fois un modèle animal pertinent de troubles neurologiques périphériques et centraux évoqués par la CNA-[EPI-DO]. Ce modèle préclinique a été utilisé pour révéler l’efficacité d’un traitement concomitant de duloxétine et d’alloprégnanolone contre la neuropathie périphérique douloureuse induite par la CNA-[EPI-DO]. Nos travaux montrent aussi que la duloxétine exerce une action bénéfique contre les déficits cognitifs évoqués par la CNA-[EPI-DO]. La thèse ouvre des perspectives prometteuses à explorer pour le développement de thérapies efficaces contre les altérations neurologiques CNA-induites. / Neoadjuvant chemotherapy (NAC) represents a major progress in breast cancer therapy. By shrinking significantly, the tumor volume, NAC allows conservative surgery at all stages of breast cancer. Unfortunately, NAC also induces neurological dysfunctions that jeopardize the chances of success of anti-tumor treatments. Therapeutic management of these neurological disorders remains a major concern because neuroprotective drugs currently available are not effective. Furthermore, investigations to characterize novel effective therapeutics are hampered by the lack of reliable experimental models mimicking the neurological symptoms evoked by the sequential epirubicin (EPI)/docetaxel (DO)-NAC or [EPI-DO]-NAC frequently used in humans. The present thesis work allowed the first characterization of a relevant animal model of [EPI-DO]-NAC-induced peripheral and central neurological disorders. This preclinical model has successfully been used to demonstrate the efficacy of duloxetine and allopregnanolone concomitant treatment against [EPI-DO]-NAC-evoked painful peripheral neuropathy. Our results also reveal a beneficial action of duloxetine against [EPI-DO]-NAC-induced cognitive deficits. The thesis opens promising perspectives to be explored for the development of effective therapies against [EPI-DO]-NAC-induced neurological alterations.

Gastric cancer (GC) is one of leading causes of death in the world, and peritoneal metastases (PM) are a major site of recurrence. PM from GC implies a poor prognosis, with median overall survival (mOS) approximately 3 months and no survival at five years. The aims of this thesis were to explore the incidence and evaluate prognostic factors for mOS of PM from GC in a defined population; to investigate the outcome of a new multimodal treatment; to analyse the treatment costs, and to investigate differences in drug sensitivity between individual patient samples and between various tumours. The incidence of loco-regional advanced GC was 3.8 per 100,000 person-years. Synchronous loco-regional GC in combination with synchronous distant metastasis was a negative prognostic factor while chemotherapy and good performance status, and radiotherapy plus chemotherapy were positive prognostic factors . There were no significant differences in mOS for the group of patients included during the period 2000-2004 versus 2005-2009, and this lack of improvement in mOS during the past decade justifies new treatment approaches. In a Phase II study of patients treated with neoadjuvant systemic chemotherapy followed by cytoreductive surgery + hyperthermic intraperitoneal chemotherapy, mOS was 14.3 months and for patients with macroscopically radical surgery mOS was 19.1 months. The mean overall cost of the loco-regional treatment was $145,700 compared to $59,300 with systemic chemotherapy treatment. In an ex vivo chemo-sensitivity test, it was determined that GC samples were equivalent to colorectal cancer in chemo-sensitivity to standard drugs and targeted drugs, whereas ovarian cancer samples were more sensitive. The individual GC samples varied considerably in sensitivity to increasing concentrations of the drugs, arguing for individualized drug selection. The incidence of loco-regional advanced GC was more common than previously reported and there were no improvements in mOS over the past decade. The mOS for patients with neoadjuvant systemic chemotherapy followed by macroscopically radical cytoreductive surgery + hyperthermic intraperitoneal chemotherapy was better than in recent reports on treatment with systemic chemotherapy. Treatment of advanced GC patients is costly irrespective of treatment modality. The GC samples varied considerably between individuals in terms of sensitivity to increasing concentrations of the drugs and were comparable to colorectal cancer in chemo-sensitivity.

Key words: adenocarcinoma of the esophagus and esophagogastric junction, neoadjuvant chemotherapy, PET/CT, histopathological response, technique of esophagogastric anastomosis, anastomotic leak, anastomotic stricture Previous studies have shown that preoperative chemotherapy of locally advanced AEG is beneficial only for patients with a good histopathological response, the so-called responders. The aim of the first part of the thesis was to prospectively verify whether positron emission tomography (PET/CT) could be used for early identification of histopathological non- responders, who could be spared ineffective neoadjuvant treatment. Our study did not prove that the early metabolic response, expressed as the percentage change of the consumption of glucosis on PET/CT performed before (PET1) and 12 to 22 days after the start of the first cycle of preoperative chemotherapy (PET2) correlated with the histopathological response in the resection specimen in the entire population of 90 patients. In a post hoc explorative analysis we found the correlation between metabolic and histopathological response in a subgroup of patients with PET2 performed ≤16 days after the start of the therapy, but this hypothesis needs to be prospectively validated. Our study suggests that PET/CT performed after the first...

La Tomographie par Emission de Positons (TEP) au 18Fluoro-désoxyglucose (18F-FDG) est l’imagerie de référence pour la quantification in vivo du métabolisme glucidique des cellules tumorales. Elle permet, entre autre, de suivre les modifications du métabolisme tumoral en cours de chimiothérapie. Le cancer du sein regroupe différentes entités génomiques dont les comportements clinico-biologiques et la prise en charge thérapeutique divergent. L’objectif de cette thèse était d’étudier le lien entre ces diverses entités biologiques du cancer du sein et le comportement métabolique tumoral en cours de chimiothérapie néoadjuvante. Nous avons également extrait, parmi les différents paramètres métaboliques tumoraux des images TEP, les critères les plus robustes pour prédire dès la fin dès la première cure de chimiothérapie néoadjuvante la réponse histologique finale et la survie des patientes. Nous avons également appliqué un modèle de mesure de la perfusion tumorale, dérivée d’une acquisition dynamique du premier passage artériel et tumoral du 18F-FDG.Le premier article de cette thèse souligne l’impact majeur du phénotype tumoral sur le comportement métabolique en cours de chimiothérapie de la tumeur primitive mammaire. Les trois articles suivants montrent que, pour les tumeurs triple-négatives et HER2 positives, les modifications métaboliques tumorales observées par la TEP au 18F-FDG prédisent la réponse histologique complète à l’issue du traitement. Concernant le phénotype tumoral luminal/HER2 négatif, la réponse métabolique apporte surtout une information pronostique. L’imagerie TEP au 18F-FDG pourrait permettre dans un avenir proche de guider les choix thérapeutiques du clinicien, en proposant une alternative thérapeutique aux patientes non-répondeuses identifiées dès la première cure de chimiothérapie néoadjuvante. / Positron Emission Tomography (PET) with 18Fluoro-deoxyglucose (18F-FDG) is the reference imaging examination for in-vivo quantification of the glucidic metabolism of tumour cells. It allows for the monitoring of tumour metabolic changes during chemotherapy. Breast cancer comprises several distinct genomic entities with different biological characteristics and clinical behaviours, leading to different tailored treatments. The aim of this doctoral thesis was to evaluate the relationship between the different biological entities of breast cancer and the tumour metabolic behaviour during neoadjuvant chemotherapy. We have also retrieved, among the various metabolic parameters on PET images, the most reliable ones to predict, as early as after the first neoadjuvant cycle, the final tumour histologic response and patient’s outcome. We have also evaluated early changes in tumour blood flow, using a tumour first-pass model derived from an dynamic 18F-FDG-PET acquisition.The first article presented in this thesis has underlined the strong correlation between breast cancer subtypes, and the tumour metabolic behaviour during chemotherapy. The following three articles have demonstrated that tumour metabolic changes after the first neoadjuvant cycle can predict the final histologic complete response at the end of the treatment, both in triple-negative and HER2 positive tumours. Concerning the luminal/HER2 subtype, the early metabolic response mainly predicts patient’s outcome.These results should lead, in the near future, to PET-guided neoadjuvant strategies, in order to adapt the neoadjuvant treatment in poor-responding women. Such a strategy should lead to enhanced personalized medicine.