Epigenetic alterations are observed in virtually all cancer types, yet there is limited understanding of their role in tumorigenesis and evolution. The role of DNA methylation has been particularly elusive in this context. While this epigenetic mark has been extensively profiled in healthy and cancerous samples, our ability to understand its relationship with underlying biological processes is still limited. Moreover, recent advancements in the profiling of cell-free DNA in circulation have sparked renowned attention toward tissue-specific and cancer-specific DNA methylation patterns. In this thesis, I present results to improve and refine the computational characterization of DNA methylation in cancer, focusing on metastatic castration-resistant prostate cancer. The first contribution is the development and performance assessment of Rockermeth, a computational methodology to leverage large-scale DNA methylation profiling data to nominate robust differentially methylated regions (DMRs). Rocker-meth can retrieve biologically relevant DNA methylation changes, as demonstrated by extensive integrative analyses with gene expression, chromatin states, and genomic annotations. The second contribution is the generation of a map of DNA methylation changes across prostate cancer progression. The application of Rockermeth and other tailored methodologies can be used to trace the critical evolutionary steps of this disease, from the healthy tissue to the most lethal metastatic AR-independent counterpart. The main result is the evidence of the ability of DNA methylation to capture a snapshot of the active transcription factors in each state of the disease, offering orthogonal information compared to standard genomic sequencing. The third contribution is the design and development of NEMO, a tailored liquid biopsy sequencing panel approach to allow non-invasive neuroendocrine castration-resistant prostate cancer detection in patients with metastatic disease. Based on previous results and the comprehensive analysis of multiple datasets, I designed a set of informative genomic regions to estimate disease burden and evidence of neuroendocrine transdifferentiation. The actual implementation of the NEMO panel produced a scalable and cost-effective strategy, which has been extensively benchmarked using both in silico and in vitro approaches. The application of NEMO to patient-derived cfDNA samples demonstrated accurate tumor content estimation and robust detection of neuroendocrine disease, making it a promising instance of liquid biopsy for CRPC.

L'ADN tumoral circulant (ADNtumc) est apparu depuis plusieurs années comme un biomarqueur prometteur susceptible d'apporter des informations permettant l'optimisation de la prise en charge du patient en oncologie. L'objectif de cette thèse était double et s'articule autour de deux axes : i) évaluer différentes conditions préanalytiques et analytiques (digitale PCR (dPCR) principalement) pour la détection de ce biomarqueur ii) évaluer l'intérêt clinique potentiel de ce biomarqueur en oncologie digestive. La première partie rapporte 3 travaux (3 articles originaux dont une collaboration nationale (équipe parisienne dirigée par J. Tost)). Dans le travail n°1, nous avons montré la faisabilité de détecter l'ADNtumc par dPCR directement à partir du plasma de 43 prélèvements de patients avec cancer colorectal métastatique (CCRm). Il n'y avait pas de différence significative pour le taux de détection des mutations KRAS circulantes entre les groupes avec et sans extraction d'ADN (93 % (40/43) versus 88 °A) (38/43), respectivement). Dans le travail n°2, nous avons mis au point une méthode basée sur l'apport d'héparinase pour la détection d'ADNtumc à partir de 194 prélèvements héparinés de patients suivis en oncologie. Ce traitement des échantillons par l'héparinase permettait l'analyse de l'ADNtumc pour 117/194 (60 %) patients avec inhibition Préalable de la dPCR par l'héparine. Enfin, dans le travail n°3, nous avons comparé plusieurs plate-formes de détection d'ADNtumc et montré que la dPCR affichait des résultats de détection comparables sur le plan qualitatif et quantitatif avec une plateforme ultrasensible d'Enhanced-ice-COLD-PCR (E-ice-COLD-PCR) pour les échantillons avec une fréquence allélique d'ADNtumc >0,4 °A La deuxième partie rapporte 3 travaux (3 articles originaux) sur l'intérêt clinique de la détection d'ADNtumc par dPCR en oncologie digestive. Nous avons ainsi montré que ce biomarqueur conférait un intérêt diagnostique (travail n°4), Pronostique (travail n 4 à 6) et prédictif de la réponse aux traitements (travail n°6) chez les Patients avec adénocarcinome pancréatique (AP) (travail n°4) et CCRm (travail n°5 à 6). / For several years, circulating tumor DNA (ctDNA) has emerged as a promising biomarker providing relevant information to optimize patient care in oncology. The aim of this thesis was both: (i) to evaluate different preanalytical and analytical conditions (digital PCR (dPCR) mainly) for the detection of this biomarker; (ii) to evaluate the potential clinical interest of this biomarker in digestive oncology. The first part reports 3 works (3 original articles including a national collaboration (Parisian team led by J. lost)). In work no. 1, we have shown the feasibility of ctDNA detection by dPCR directly from the plasma of 43 samples from patients with metastatic colorectal cancer (mCRC). There was no significant difference in the detection rate of circulating KRAS mutations between groups with and without DNA extraction (93% (40/43) versus 88% (38/43), respectively). In work no. 2, we developed a method based on the heparinase addition for the ctDNA detection from 194 heparinized samples of patients followed in oncology. This treatment of samples by heparinase allowed the ctDNA analysis of 117/194 (60%) patients with prior inhibition of dPCR by heparin. Finally, in work no. 3, we compared several ctDNA detection platforms and snowed that dPCR displayed qualitatively and quantitatively comparable detection results with an ultrasensitive platform of E-ice-COLD-PCR for the samples with ctDNA allelic fraction ?.0 4%. The second part reports 3 works (3 original articles) on the clinical interest of the ctDNA detection by dPCR in digestive oncology. We have thus shown that this biomarker had a diagnostic (work no. 4). prognostic (works no. 4 to 6) and predictive response to treatments (work no. 6) interest in patients with pancreatic adenocarcinoma (work no. 4) and mCRC (works no. 5 to 6).

Tumors are one of the leading causes of death worldwide. Generally, the prognosis is better if the treatment begins at an early stage. Nowadays, the conventional chemotherapy treatment of cancer, known for its limited efficacy and side effects, is being gradually replaced by targeted biological treatment, which is used when specific genetic mutations are found. A part of the treatment is a detection of a potential progression, which is mainly based on the tumor biomarkers monitoring. Currently, further investigation of a so-called liquid biopsy method are ongoing, on which this thesis is focused. The main aim of this work was the experimental development and validation of the method for detection of the ctDNA in the plasma samples based on the somatic mutations presence. For the development and optimization of the system on the principle of denaturation capillary electrophoresis, the samples of cancer patients with KRAS mutation were used. Subsequently, a clinical part of the research was performed on a pilot set of 21 plasma samples. Finally, the method was optimized for the detection of BRAF and EGFR markers. A partial objective was to improve the detection sensitivity and increase the capture of the ctDNA in patients with advanced stage of the disease. The results of this work suggest the...

Circulating tumor DNA (ctDNA) in peripheral blood of patients with metastatic colorectal cancer appears to be a promising molecular marker that provides various applications. ctDNA levels vary depending on the presence, alternatively on the volume of tumor mass within patient's body, which can be used primarily for early detection of disease progression or recurrence and moreover for evaluating radicality of surgical treatment, all within long-term postoperative follow-up of the patient. Due to minimal invasivity of ctDNA analysis from peripheral blood (so-called liquid biopsy), it is possible to perform it repeatedly at relatively short time intervals. On account of very low fraction of ctDNA in total cell-free DNA (cfDNA) ranging between units and hundreds of percent, the key factor is optimal methodology covering all steps from the isolation process to a sufficiently sensitive detection technology. In this thesis I focus on an optimization of isolation process and analysis of ctDNA obtained from tumor tissue and plasma of selected patients with metastatic colorectal cancer in connection with surgical radicality and correlation with a clinical status of the patients.

In current days, examination of circulating tumor DNA (ctDNA) finds new use across different cancers. It is directed at tumor-derived short fragments of DNA present in peripheral blood of patiens (mainly in advanced stages). Due to its minimal invasivity, almost 100 % specificity and relatively high sensitivity in stage IV patients, this approch found its main potential clinical utility especially in early detection of disease relapse or progression after tumor resection (i.e. post-operative follow-up), prediction and monitoring of therapy response and estimation of prognosis. As a result of minute levels of ctDNA on a high background of other non-tumor DNA fragments present in plasma, a suitable method exhibiting highest sensitivity is the key for proper detection of this marker. The approach is predominantly based on initial identification of a mutation in tumor tissue and its subsequent detection in plasma. The present work is aimed at optimization of ctDNA isolation and method of its detection based on PCR amplification followed by heteroduplex analysis by denaturing capillary electrophoresis (DCE) to achieve highest sensitivity for detection of mutated fraction in plasma sample. I have applied the optimized protocol to examine ctDNA in three types of cancers, namely colorectal cancer (122...