Search Results - EGA European Genome-Phenome Archive

PDX_models_from_Latin_America_RNAseq_Xenofiltered

Acral melanoma (AM) is a subtype of cutaneous melanoma that occurs on glabrous skin of the hands and feet (palms, soles and nail apparatus) and which is relatively more common in non-European descent populations such as those of Latin America. Compared to other subtypes, it is poorly studied and experimental models that faithfully reproduce human AM features are urgently needed. We report the generation and preliminary characterisation of a collection of patient-derived xenografts of acral melanomas (AM-PDX) from Latin-American patients. PDX came from Brazilian and Mexican patients cared for at the Instituto Nacional de Câncer (INCA) and the Instituto Nacional de Cancerologia (INCan). The majority of the samples are acral lentiginous melanomas, ulcerated, with > 4mm Breslow depth and > 2 mitosis / mm2. Samples were mechanically fragmented and subcutaneously implanted in NSG mice and then collected for molecular analysis.

Study EGAS00001008232

Influence of age on molecular changes and treatment stratification in multimodal glioblastoma therapy

Background: The increasing life expectancy has led to a rise in high-grade gliomas, particularly in patients of older age. The impact of chronological age, associated molecular changes and contributing factors on therapy response, progression-free survival (PFS) and overall survival (OS) remain uncertain. Methods: Between January 1st, 2016, and December 31th, 2021, patients with glioblastoma IDH-wt (CNS WHO grade 4) were included. RNA- and T-cell receptor sequencing was performed in a subset of patients. Primary outcome parameters were extent of resection (EOR), progression free- and overall survival. Multivariate analysis was performed to identify independent predictors of survival. Results: A total of 286 patients were included. The mean age was 66.4 years. Chronological age did not correlate with overall survival (r=0.12). With age, tumor immune composition changed towards macrophages with M2 phenotype and decreased numbers of CD8+ and neutrophiles. Aging related genes were not enriched. Beyond 69.5 years of age, despite similar PFS (p=0.0783), OS (p<0.0001) was significantly shorter, compared to younger patients. Extent of resection and adjuvant radiochemotherapy were significant predictors of OS (p<0.0001). No difference in PFS and OS was found between younger and older patients treated with maximal safe resection, followed by concomitant RT and chemotherapy and adjuvant chemotherapy. Conclusions: This study suggests that age alone should not be the sole determinant in therapeutic decision-making for glioblastoma patients. Gross total resection and adjuvant therapy, tailored to individual clinical status, significantly impact survival outcomes. Patient-specific treatment strategies are important to minimize undertreatment and optimize therapeutic outcomes in older patients.

Study EGAS00001008246

Integrative Multi-Omics and Drug Sensitivity Profiling Reveals Potential Predictive Biomarkers in Pediatric Solid Tumors from the INFORM Registry

Cure rates for childhood malignancies using established therapy protocols have increased to an average of 80% but have reached a plateau. Moreover, survival rates are particularly low for some pediatric tumors (such as high-risk Group3 medulloblastomas, osteosarcomas, Ewing sarcomas, high-risk neuroblastomas and high-grade gliomas) and dismal for patients with relapsed malignancies. A functional drug response profiling platform for pediatric solid and brain tumors has been established within the INFORM program to identify patient-specific vulnerabilities, biomarkers and unravel molecular mechanisms associated with drug response profiles for clinical translation. Here, we perform a multi-omics analysis using drug sensitivity profiles, genomic, and transcriptomic data of 81 pediatric solid tumor samples. The integrative analysis revealed two multi-omics signatures with high drug sensitivity predictivity. One signature highlighted neuroblastoma samples with sensitivity to navitoclax (a BCL-2 family inhibitor). A second signature was significantly specific to a subset of Wilms tumors harboring the SIX1 (Q177R) hotspot mutation, which had high expression of MGAM, PTPN14, STAT4 and KDM2B and high sensitivity to MEK inhibitors. A patient-specific causal interaction network analysis elucidated the potential biological mechanism of action between MEK inhibitors and the SIX1 mutation in n = 6 Wilms tumor samples.

Study EGAS00001008249

Whole exome sequencing data for paired non-serous endometrial and ovarian carcinomas from 27 patients with concurrent tumours.

Introduction: Concurrent non-serous endometrial and ovarian tumours are often managed clinically as two separate primary tumours, but almost all exhibit evidence of a genomic relationship. Methodology: This study investigates the extent of relatedness using whole exome sequencing, which was performed on paired non-serous endometrial and ovarian carcinomas from 27 patients with concurrent tumours in a cohort with detailed clinicopathological annotation. Four whole exome sequencing-derived parameters (mutation, mutational burden, mutational signatures and mutant allele tumour heterogeneity scores) were used to develop a novel unsupervised model for the assessment of genomic similarity to infer genomic relatedness of paired tumours. Results: This novel model demonstrated genomic relatedness across all four parameters in all tumour pairs. Mutations in PTEN, ARID1A, CTNNB1, KMT2D and PIK3CA occurred most frequently and 24 of 27 (89 %) tumour pairs shared identical mutations in at least one of these genes, with all pairs sharing mutations in a number of other genes. Ovarian endometriosis, CTNNB1 exon 3 mutation, and progression and death from disease were present across the similarity ranking. Mismatch repair deficiency was associated with less genomically similar pairs. Discussion: Although there was diversity across the cohort, the presence of genomic similarity in all paired tumours supports the hypothesis that concurrent non-serous endometrial and ovarian carcinomas are genomically related and may have arisen from a common origin. Keywords: Co-existing; Concurrent; Endometrial carcinoma; Genomics; Mutation; Ovarian carcinoma; Paired tumours; Tumour mutational burden.

Study EGAS00001008259

Patient-derived pediatric brain tumor organoids faithfully recapitulate primary tumors

Extensive molecular analysis by many groups has revealed a heterogeneous landscape of embryonal brain tumors, including medulloblastoma (MB) and atypical teratoid/rhabdoid tumor (ATRT). MB, the most common malignant pediatric brain tumor, is comprised of four molecularly distinct subgroups: Wingless (WNT), Sonic Hedgehog (SHH), Group 3 (G3), and Group 4 (G4). Among these, MB-SHH harboring MYCN amplification and TP53 mutation and MB-G3 with MYC overexpression or amplification constitute the most aggressive tumors, have the poorest clinical outcomes, and lack effective therapeutic options for recurrent disease. Here we describe the establishment of tumor organoid (TO) models from patient-derived orthotopic xenografts (PDOX) of MYCN-amplified and TP53-mutant MB-SHH, MYC-amplified MB-G3 and two ATRT which all grew in mice when reimplanted into the cortices of naïve recipient animals (TOX). Methylation, bulk and single-cell RNA sequencing, and whole genome sequencing demonstrated that TOs and TOXs faithfully recapitulated the molecular landscape and heterogeneity of PDOXs and primary patient tumors compared to established cell lines. The development of TOs will facilitate in vitro high-throughput drug or CRISPR screens without the need for use tumor-bearing mice. This will also accelerate the identification and validation of new vulnerabilities and in vivo preclinical testing toward clinical trials.

Study EGAS00001008305

Transcriptional and translational alterations induced by BET protein inhibition and its combination with Omaveloxolone in acute myeloid leukemia

The inhibition of bromodomain and extra-terminal domain (BET) protein family achieved promising preclinical results as epigenetic therapy in acute myeloid leukemia (AML). However, clinical data showed a limited activity of bromodomain inhibitor (BETi) as single agent. We aimed to investigate the role of hypoxia in the response of AML cells to BET inhibition in order to identify a novel therapeutic combination targeting leukemia stem-progenitor cells (LSPCs) in their niche. BETi maintained an anti-proliferative and pro-apoptotic activity at low oxygen concentration by modulating the leukemic transcriptional, translational and metabolic programs towards reduced ribosome biogenesis, altered polyamine metabolism and activation of a TNF- via NF-B signature at translational level, especially in hypoxic conditions. Accordingly, Omaveloxolone, a clinical-stage NF-B inhibitor and NFR2 activator approved for Friedreich’s ataxia, significantly enhanced the efficacy of BETi against AML cell lines in hypoxia and normoxia by reducing cell viability and enhancing apoptosis. At molecular level, the drug combination converged to the downregulation of MYC, the DNA replication and oxidative phosphorylation signatures while forcing the expression of antioxidant genes. Overall, the combination of BETi and Oma disrupts key metabolic and transcriptional programs essential to AML cell survival and LSPC maintenance in the hypoxic microenvironment.

Study EGAS00001008404

Sensitive detection of MYCN amplified neuroblastoma in blood samples with structural variants using whole genome sequencing

MYCN high amplification in neuroblastoma indicates a high-risk diagnosis. Although this feature is routinely detected using tumor whole genome sequencing followed by copy number analysis, it remains unclear whether MYCN amplification can be detected in blood samples. Leveraging on recent progress in the error profiling of structural alterations (SVs), we hypothesize that copy number analysis coupled with SV detection can enable sensitive detection of MYCN amplification in blood samples. By using childhood neuroblastoma cohorts from three institutions, we demonstrate that standard whole genome sequencing (30-100X) of blood samples enables detection of MYCN amplification in 64% of cases with limit of detection as low as 0.01% and SV markers are superior to conventional copy number markers. Further, we demonstrate that buccal samples collected at diagnosis are less affected by circulating tumor DNAs for MYCN amplified neuroblastoma. Together, our findings indicate the power of SV analysis in liquid biopsies to ascertain high risk MYCN amplified neuroblastoma.

Study EGAS00001008441

Single-nucleus sequencing of fresh-frozen large cell neuroendocrine carcinoma

High-grade pancreatic neuroendocrine carcinoma (panNEC) is a rare, aggressive cancer with limited tissue availability. Single-nucleus transcriptomics of five large-cell panNECs revealed two interesting neuroendocrine cell states: one highly proliferative with an aberrant brain-specific neuronal differentiation program and another stress-responsive state enriched for heat stress, hypoxia, and glycolysis. Our findings suggest potential therapeutic vulnerabilities, highlighting the need to evaluate the efficacy of combination therapies.

Study EGAS00001008449

Whole-blood RNA-seq in AtezoBev-treated HCC

This dataset contains RNA-sequencing BAM files generated from paired whole-blood RNA samples collected from patients with advanced hepatocellular carcinoma treated with first-line atezolizumab–bevacizumab immunotherapy. Samples were collected at baseline before the first infusion (T0) and immediately prior to the second infusion (T1). The dataset includes paired longitudinal samples from 24 patients, comprising 13 responders and 11 progressors. RNA sequencing was performed by Novogene using a GlobinClear-based non-directional mRNA library preparation strategy. These data support transcriptomic analyses of circulating immune activation, treatment response and resistance mechanisms under atezolizumab–bevacizumab therapy.

Study EGAS00001008486

Preclinical trial supports dual inhibition of BCL2 and aurora kinase for MYCN-amplified high-risk neuroblastoma

Half of all children with high-risk neuroblastoma experience relapse or have refractory disease. These children lack effective options, and few survive beyond 5 years. The BCL2 inhibitor venetoclax, combined with cyclophosphamide/topotecan, has clinical activity in relapsed and refractory neuroblastoma, however with severe treatment-emergent adverse events. Combination drug screening in patient-derived models identified approved drugs synergistic with venetoclax, including the aurora kinase inhibitor alisertib. We assessed venetoclax-alisertib in 22 diverse neuroblastoma PDX models using an n=1 clinical trial-like design. Venetoclax-alisertib induced objective response in all models but was particularly effective in models of MYCN-amplified disease (n=12), doubling median survival time compared to cyclophosphamide/topotecan, and outperforming venetoclax/cyclophosphamide/topotecan. The efficacy of venetoclax-alisertib was maintained with discontinuous schedules, minimizing hematological toxicity without substantially compromising activity. Venetoclax-alisertib was strikingly effective with anti-GD2 immunotherapy, allowing long-term survival of PDX-engrafted animals. Our findings support advancement of venetoclax-alisertib to clinical trial for neuroblastoma with or without anti-GD2 immunotherapy.

Study EGAS00001008494

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