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Table S3: SNVs detected in primary solid Tumor at diagnosis (n=19), Relapse Tumor (n=4 previously published cases), cfDNA at diagnosis (n=19) and cfDNA with relapse (n=9) with WES.

Detailed Clinical and Sequencing Data of all Cases.

Table S2 : detailed description of time points for plasma sampling.

Figure S1 : Sequencing plan; Figure S2: Examples of a high resolution electrophoresis profiles of cfDNA; Figure S3; Mean Coverage observed between Tumor, Germline and cfDNA sequencing; Figure S4: Estimation of the sensitivity of WES and targeted sequencing of cfDNA; Figure S5: CtDNA fraction in total cfDNA at diagnosis (n=19 patients) and at the 2nd timepoint (CR/PR, n=8 patients); Figure S6: Scatterplot of MAFs between WES on primary tumor and cfDNA (A) and WES and TargetSeq (B); Figure S7: Clonal Evolution detected with Target Sequencing; Figure S8: Example of resurgence of MAFs (Case 6) which will be followed by a relapse.

Purpose: Neuroblastoma displays important clinical and genetic heterogeneity, with emergence of new mutations at tumor progression.Experimental Design: To study clonal evolution during treatment and follow-up, an innovative method based on circulating cell-free DNA (cfDNA) analysis by whole-exome sequencing (WES) paired with target sequencing was realized in sequential liquid biopsy samples of 19 neuroblastoma patients.Results: WES of the primary tumor and cfDNA at diagnosis showed overlap of single-nucleotide variants (SNV) and copy number alterations, with 41% and 93% of all detected alterations common to the primary neuroblastoma and cfDNA. CfDNA WES at a second time point indicated a mean of 22 new SNVs for patients with progressive disease. Relapse-specific alterations included genes of the MAPK pathway and targeted the protein kinase A signaling pathway. Deep coverage target sequencing of intermediate time points during treatment and follow-up identified distinct subclones. For 17 seemingly relapse-specific SNVs detected by cfDNA WES at relapse but not tumor or cfDNA WES at diagnosis, deep coverage target sequencing detected these alterations in minor subclones, with relapse-emerging SNVs targeting genes of neuritogenesis and cell cycle. Furthermore a persisting, resistant clone with concomitant disappearance of other clones was identified by a mutation in the ubiquitin protein ligase HERC2.Conclusions: Modelization of mutated allele fractions in cfDNA indicated distinct patterns of clonal evolution, with either a minor, treatment-resistant clone expanding to a major clone at relapse, or minor clones collaborating toward tumor progression. Identification of treatment-resistant clones will enable development of more efficient treatment strategies. Clin Cancer Res; 24(4); 939–49. ©2017 AACR.

In neuroblastoma (NB), genetic alterations in chromatin remodeling (CRGs) and epigenetic modifier genes (EMGs) have been described. We sought to determine their frequency and clinical impact. Whole exome (WES)/whole genome sequencing (WGS) data and targeted sequencing (TSCA®) of exonic regions of 33 CRGs/EMGs were analyzed in tumor samples from 283 NB patients, with constitutional material available for 55 patients. The frequency of CRG/EMG variations in NB cases was then compared to the Genome Aggregation Database (gnomAD). The sequencing revealed SNVs/small InDels or focal CNAs of CRGs/EMGs in 20% (56/283) of all cases, occurring at a somatic level in 4 (7.2%), at a germline level in 12 (22%) cases, whereas for the remaining cases, only tumor material could be analyzed. The most frequently altered genes were ATRX (5%), SMARCA4 (2.5%), MLL3 (2.5%) and ARID1B (2.5%). Double events (SNVs/small InDels/CNAs associated with LOH) were observed in SMARCA4 (n = 3), ATRX (n = 1) and PBRM1 (n = 1). Among the 60 variations, 24 (8.4%) targeted domains of functional importance for chromatin remodeling or highly conserved domains but of unknown function. Variations in SMARCA4 and ATRX occurred more frequently in the NB as compared to the gnomAD control cohort (OR = 4.49, 95%CI: 1.63–9.97, p = 0.038; OR 3.44, 95%CI: 1.46–6.91, p = 0.043, respectively). Cases with CRG/EMG variations showed a poorer overall survival compared to cases without variations. Genetic variations of CRGs/EMGs with likely functional impact were observed in 8.4% (24/283) of NB. Our case–control approach suggests a role of SMARCA4 as a player of NB oncogenesis., What's new? Mutations that affect chromatin remodeling can lead to cancer. In this paper, the authors investigated the impact of variations in chromatin remodeling genes and epigenetic modifier genes on neuroblastoma patients. They compared the frequency of these variations in NB cases with data from the Genome Aggregation Database (gnomAD). Neuroblastoma cases had a higher frequency of SMARCA4 and ATRX gene variations than the general population. Furthermore, NB patients with CRG/EMG mutations had poorer overall survival than NB cases without such mutations. These findings highlight the importance of chromatin remodeling in neuroblastoma as an avenue for new therapeutics.

Circulating tumor DNA (ctDNA) is a powerful tool for the molecular characterization of cancer. The most frequent pediatric kidney tumors (KT) are Wilms' tumors (WT), but other diagnoses may occur. According to the SIOP strategy, in most countries pediatric KT have a presumptive diagnosis of WT if they are clinically and radiologically compatible. The histologic confirmation is established after post-chemotherapy nephrectomy. Thus, there is a risk for a small fraction of patients to receive neoadjuvant chemotherapy that is not adapted to the disease. The aim of this work is to perform molecular diagnosis of pediatric KT by tumor genetic characterization based on the analysis of ctDNA. We analyzed ctDNA extracted from plasma samples of 18 pediatric patients with KT by whole-exome sequencing and compared the results to their matched tumor and germline DNA. Copy number alterations (CNAs) and single nucleotide variations (SNVs) were analyzed. We were able to detect tumor cell specific genetic alterations-CNAs, SNVs or both-in ctDNA in all patients except in one (for whom the plasma sample was obtained long after nephrectomy). These results open the door to new applications for the study of ctDNA with regards to the molecular diagnosis of KT, with a possibility of its usefulness for adapting the treatment early after diagnosis, but also for disease monitoring and follow up.

BACKGROUND: Liquid biopsies are revolutionary tools to detect tumour-specific genetic alterations in body fluids. Here, we assess whether the circulating tumor DNA (ctDNA) in Cerebral Spinal Fluid (CSF) could be used for tumor genetic profiling of Medulloblastomas (MB). METHODS: We extracted the ctDNA of 4-5 CSF droplets after lumbar puncture from patients with Medulloblastoma (12), or ETMR (1). ctDNA (quantity mean 30ng; range 8-177ng) and matched genomic DNA from primary tumors were sequenced by Whole Exome Sequencing (WES) (Illumina 100PE) using Nimblegen Medexome Capture. SNVs/mutations were called using GATK-UnifiedGenotyper, GATK-HaplotypeCaller and Samtools, and filtered on constitutional DNA from public databases. Copy Number profiles were generated with CNVkits. RESULTS: 10/13 cfDNA WES yielded satisfactory depth (>10x). A mean of 466 (range 93-945) SNVs were detected in the primary tumor and 474 (range 18-922) in the CSF. A mean of 416 (range 18-872) commons SNVs were observed between the cfDNA and the primary tumor, comprising classical Medulloblastoma genes such as SMO or MLL2. Interestingly, several SNVs were observed either in the tumor only (mean 50; range 3-115) or in CSF only (mean 58; range 0-148) suggesting a clonal heterogeneity. For 5 cases, Copy Number profiles were also available, allowing the detection of MYCN amplification in 1 MB or 19q13 miRNA cluster amplification in the ETMR.

Circulating tumor DNA (ctDNA) is a powerful tool for the molecular characterization of cancer. The most frequent pediatric kidney tumors (KT) are Wilms' tumors (WT), but other diagnoses may occur. According to the SIOP strategy, in most countries pediatric KT have a presumptive diagnosis of WT if they are clinically and radiologically compatible. The histologic confirmation is established after post-chemotherapy nephrectomy. Thus, there is a risk for a small fraction of patients to receive neoadjuvant chemotherapy that is not adapted to the disease. The aim of this work is to perform molecular diagnosis of pediatric KT by tumor genetic characterization based on the analysis of ctDNA. We analyzed ctDNA extracted from plasma samples of 18 pediatric patients with KT by whole-exome sequencing and compared the results to their matched tumor and germline DNA. Copy number alterations (CNAs) and single nucleotide variations (SNVs) were analyzed. We were able to detect tumor cell specific genetic alterations-CNAs, SNVs or both-in ctDNA in all patients except in one (for whom the plasma sample was obtained long after nephrectomy). These results open the door to new applications for the study of ctDNA with regards to the molecular diagnosis of KT, with a possibility of its usefulness for adapting the treatment early after diagnosis, but also for disease monitoring and follow up.

Purpose: Neuroblastoma displays important clinical and genetic heterogeneity, with emergence of new mutations at tumor progression. Experimental Design: To study clonal evolution during treatment and follow-up, an innovative method based on circulating cell-free DNA (cfDNA) analysis by whole-exome sequencing (WES) paired with target sequencing was realized in sequential liquid biopsy samples of 19 neuroblastoma patients. Results: WES of the primary tumor and cfDNA at diagnosis showed overlap of single-nucleotide variants (SNV) and copy number alterations, with 41% and 93% of all detected alterations common to the primary neuroblastoma and cfDNA. CfDNA WES at a second time point indicated a mean of 22 new SNVs for patients with progressive disease. Relapse-specific alterations included genes of the MAPK pathway and targeted the protein kinase A signaling pathway. Deep coverage target sequencing of intermediate time points during treatment and follow-up identified distinct subclones. For 17 seemingly relapse-specific SNVs detected by cfDNA WES at relapse but not tumor or cfDNA WES at diagnosis, deep coverage target sequencing detected these alterations in minor subclones, with relapse-emerging SNVs targeting genes of neuritogenesis and cell cycle. Furthermore a persisting, resistant clone with concomitant disappearance of other clones was identified by a mutation in the ubiquitin protein ligase HERC2. Conclusions: Modelization of mutated allele fractions in cfDNA indicated distinct patterns of clonal evolution, with either a minor, treatment-resistant clone expanding to a major clone at relapse, or minor clones collaborating toward tumor progression. Identification of treatment-resistant clones will enable development of more efficient treatment strategies. Clin Cancer Res; 24(4); 939–49. ©2017 AACR.

Background : Pediatric cancers are characterized by few recurrent genetic alterations, but genetic heterogeneity and clonal evolution can play a role in tumor progression. Liquid biopsies now enable monitoring of tumor-specific genetic alterations in sequential samples by analysis of cell free DNA (cfDNA). Methods : We have enrolled 28 consecutive patients with newly diagnosed high risk pediatric cancer (neuroblastoma n=8; rhabdomyosarcoma n=7; Ewing sarcoma n=3; other cerebral or extracerebral high risk cancers n=10) in a prospective clinical study NGSkids (clingov trial : NCT02546453) with an aim to study clonal evolution based on sequential cfDNA analysis. With a median follow up of 22 months, 7 patients have experienced relapse. Molecular analysis consisted of standardized Illumina© 100PE 100x whole exome sequencing (WES) of tumor tissue and paired germline material , and WES of cfDNA extracted from plasma samples at diagnosis, during treatment and follow up, with 2-9 sequential samples available per patient. cfDNA analysis was performed using an in-house procedure, with 20-200 ng of cfDNA subjected to WES following modified library construction and capture approaches to account for cfDNA molecule size (target depth 100x). Following filtering on germline to focus on tumor cell specific alterations, SNVs were called using GATK-UnifiedGenotyper, GATK-HaplotypeCaller, Samtools and Mutect. Copy-number profiles were generated using Varscan and DNAcopy. Results:: At diagnosis, cfDNA quantities were higher in advanced stages of disease (localized stages - mean 64 ng/ml of plasma (range 24-172); metastatic stages - mean 505 ng/ml of plasma (range 20-2,782)). CfDNA WES analysis yielded satisfactory depth in all cases. At diagnosis, a mean of 9 tumor cell specific SNVs common to both primary tumor and corresponding cfDNA was observed (range 1 - 57), with a mean of 11 and 6 specific to the primary and cfDNA respectively, indicating spatial heterogeneity. Whereas cfDNA samples obtained at follow-up in patients without evidence of disease revealed no or few tumor cell specific SNVs, interestingly, cfDNA samples obtained at relapse harbored additional, new relapse-specific SNVs (mean 10; range 2-42) in all cases with relapse, targeting genes such as MAPK and MLL4. Deep sequencing (10,000X) capture techniques with a panel encompassing all identified SNVs is currently being applied to all cfDNA samples, including 1-8 intermediate samples per patient, with an aim to develop models of clonal evolution. Discussion and Conclusion: CfDNA WES proves to be an extremely powerful tool to study spatial and temporal heterogeneity in pediatric high risk cancers, providing further proof of the importance of clonal evolution in cancer progression. Full characterization of cfDNA at relapse, which might represent more aggressive clones, might orient towards targeted treatment approaches. Citation Format: Mathieu Chicard, Adrien Danzon, Nathalie Clémént, Irene Jimenez, Eve Lapouble, Gaelle Pierron, Angela Bellini, Nada Leprovost, Sylvain Baulande, Paul Fréneaux, François Doz, Daniel Orbach, Isabelle Aerts, Hélène Pacquement, Jean Michon, Franck Bourdeaut, Olivier Delattre, Gudrun Schleiermacher. Whole-exome sequencing cell free DNA analysis documents new tumor specific alterations at relapse of high-risk pediatric cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 2592.