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• PanCuRx Translational Research Initiative

  The goal of the PanCuRx TRI is to seek solutions to the high fatality rate of pancreatic adenocarcinoma (PDAC), the most common type of pancreatic cancer, by generating new knowledge about the genetics and biology of the disease, mechanisms of how tumours grow and tailored treatment options. PDAC is the fourth leading cause of cancer death in Canada and is expected to become the second-leading cause of cancer death within the next decade. The current five-year survival rate of eight per cent is the lowest of all epithelial cancers. There are major clinical challenges to treating the disease, including the fact that PDAC spreads to other parts of the body early so surgical removal of the tumour benefits few patients, that PDAC has proven relatively resistant to systemic therapies such as chemotherapy and that there has been limited benefit from the use of newer molecular targeted agents. The PanCuRx team has created the world’s first resource of tumour-purified PDAC whole genomes; more than 500 PDAC samples, with combined clinical annotation, have been successfully sequenced and analyzed at the Ontario Institute for Cancer research in Toronto. The resulting clinical genomic resource created from this data has led to multiple new findings that have established a framework to better understand PDAC biology and lays the foundation for new genomic approaches to better understanding the disease. The team also launched a clinical trial called COMPASS (Comprehensive Molecular Characterization of Advanced Ductal Pancreas Adenocarcinoma for Better Treatment Selection: A Prospective Study), which is recruiting patients with advanced PDAC (both locally advanced and metastatic) at The Princess Margaret Cancer Centre (PM) in Toronto. The study uses the molecular results from individual patient tumours to guide selection of better second line treatment on a case-by-case basis. The primary objective of the initial study was to assess the feasibility of collecting tumour materials from patients with advanced PDAC and delivering results within 56 days of biopsy. Having achieved this objective, the trial has expanded to other cancer centres across Canada. Pancreatic cancer is one of the most deadly forms of cancer and outcomes have not improved in four decades. The PanCuRx initiative is providing a better understanding of the disease and actively applying new knowledge to cancer patients through clinical trials. This knowledge will help to improve quality of life and prolong survival for pancreatic cancer patients worldwide.

  Study EGAS00001002543

• sn-RNAseq profiling of the impact of a cytokine storm model in human cardiac organoids

  We developed conditions to model conditions of diastolic dysfunction caused by inflammatory factors in human cardiac organoids. Our organoid model is based on conditions promoting maturation (Mills et al., PNAS, 2017 and Voges et al., In Revision) and incorporating human pluripotent stem cell derived cardiomyocytes, epicardial cells, fibroblasts, endothelial cells and pericytes. Following 15 days of differentiation (Voges et al., Development, 2017) we formed human cardiac organoids incorporating both our multicellular differentiation (Mills et al., PNAS, 2017) and additional endothelial cells (Voges et al., In Revision). After another 12 days of maturation in 5 days maturation medium and 5 days weaning medium (Voges et al., In Revision) human cardiac organoids were either treated with weaning medium or “cardiac cytokine storm” comprised of 100 ng/ml IFNg, 10 ng/ml IL-1 β and 10 µg/ml poly(I:C). After 48 hours human cardiac organoids were harvested and snap frozen in -80C before nuclei isolation and single nuclei RNA sequencing.Pooled hCO (~40) were homogenized in 4 mL lysis buffer (300 mM sucrose, 10 mM Tris-HCl (pH = 8), 5 mM CaCl2, 5 mM magnesium acetate, 2 mM EDTA, 0.5 mM EGTA, 1 mM DTT)(all Sigma-Aldrich) with 30 strokes of a dounce tissue grinder (Wheaton). Large pieces of hCO were allowed to settle and homogenate was passed through pre-wetted 40 µm cell strainers (Becton Dickinson). Remaining hCO material in the douncer was resuspended in 4 mL and the douncing and filtering steps were repeated twice. All steps of the homogenization were performed on ice. The filtered homogenate was centrifuged at 1500 x g for 5 min at 4oC. Nuclei pellets were then re-suspended in PBS. A fraction of resuspended nuclei were then stained with hoechst nuclear stain (1:500 dilution) and counted on a haemocytometer under fluorescent microscope.The nuclei were then re-centrifuged (1500 x g for 5 min at 4°C) and resuspended at a density to load ~5,000 nuclei per sample. Cell were loaded into the Chromium Controller (10X Genomics) for gel bead emulsion (GEM) formation. Library preparation was conducted according to the manufacturer’s recommended protocol using the Chromium Next GEM Single Cell 3’ GEM, Library & Gel Bead Kit v3.1. Libraries were sequenced on the NextSeq 500/550 v2 (Illumina) with 150 bp reads.In the snRNA-seq we note the lower than expected percentage of non-myocytes and the loss of endothelial cells (Mills et al., PNAS, 2017 and Voges et al., In Revision), indicating the protocol requires further optimization for hCO samples.

  Study EGAS00001005174

• Beyond BRCA deficiency: Clinical and molecular predictors of survival in patients with BRCA-deficient tubo-ovarian high-grade serous carcinoma

  Homologous recombination DNA repair deficient (HRD) tumors account for about 50% of tubo-ovarian high-grade serous carcinomas (HGSC) and are associated with a high response to platinum-based chemotherapy. However, a subset of patients with HRD tumors have unexpected resistance to chemotherapy and experience short survival. Our study compared BRCA-deficient and proficient HGSC among patients with short (<3 years, the lowest quartile of overall survival (OS)) versus longer-term (>3 year OS) to identify prognostic markers and potential therapeutic opportunities. Primary tumors from a cohort of patients with advanced-stage HGSC (n=154) enriched for those with HRD tumors and short survival (n=42) were analyzed using whole-genome sequencing, bulk RNA-sequencing, and DNA methylation profiling. A subset of HRD tumors (n=143) were characterized for immune cell densities by multiplex immunofluorescence. Clinicopathological features were assessed in 1,389 patients with HGSC, including 282 with pathogenic germline BRCA variants (gBRCApv). Findings were validated in two international HGSC cohorts: the Ovarian Tumor Tissue Analysis consortium (n=5,875) and Multisciplinary Ovarian Cancer Outcome Group (n=895). In gBRCApv-carriers, residual disease following surgical cytoreduction was not associated with shorter OS unlike in non-carriers where it was strongly associated. While most patients with gBRCApv had a more favorable OS compared to non-carriers, a survival advantage was not apparent in those with variants located outside of BRCA1 exon 10/23 and BRCA2 exon 11/27. Patient survival correlated with HRD score, such that those with a score ≥63 had significantly longer OS compared to those with HRD scores of 42-63 and <42. While higher HRD scores were associated with better survival outcomes, most gBRCApv carriers with a short survival had tumor HRD scores that exceeded the threshold typically considered predictive of a good response to carboplatin or PARP inhibitors. BRCA2-deficient HGSC with loss of the tumor suppressor NF1 was associated with exceptionally favorable outcome (median OS 17 years), whereas amplification of both PIK3CA and RAD21, was associated with poor outcome in BRCA2-deficient HGSC (median OS 2.9 years). The density of tumor-infiltrating CD8+ PD-1+ T cells was prognostic for OS in gBRCApv-carriers. In summary, rather than simply the presence or absence of a germline BRCA pathological variant influencing patient survival, the co-occurrence of specific somatic gene alterations, the extent of immune cell infiltration, the level of homologous recombination deficiency, and BRCA-variant location may modify clinical outcomes in patients with BRCA-deficient HGSC. Analysis of exceptional outcome patients, in this case gBRCApv-carriers with an atypically short survival, may identify determinants of outcome applicable to the wider HGSC patient population.

  Study EGAS00001008059

• AmsterdamUMC Data Access Committee for the study "Multi-omic analysis of thyroid dysfunction in Down Syndrome"

  The current data access committee reviews and assesses data requests of researchers that seek to gain access to data acquired as part of the "Multi-omic analysis of thyroid dysfunction in Down Syndrome" study as performed at the AmsterdamUMC, Amsterdam, Netherlands.

  Dac EGAC50000000186

• Patient-derived xenograft models of head and neck cancers

  Establishment and characterization of two patient-derived xenograft models from HNSCC patients , initiatlly treatment-naive, and for which cetuximab-acquired resistant model couterparts have been generated. All models have been characterized at genomic level. HNSCC tissues were obtained from surgical resections at Cliniques universitaires St Luc in Brussels (Belgium).

  Dac EGAC50000000502

• MethylBERT enables read-level DNA methylation pattern identification and tumour deconvolution using a Transformer-based model

  This is the DAC for the study "MethylBERT enables read-level DNA methylation pattern identification and tumour deconvolution using a Transformer-based model" of Pavlo Lutsik (DKFZ B370/KU Leuven, pavlo.lutsik@kuleuven.be) and Clarissa Gerhauser (DKFZ B370, c.gernauser@dkfz.de)

  Dac EGAC50000000497

• Dac for "ARHGAP11A Maintains Cortical Progenitor Identity Through RHOA–ROCK Signalling During Human Brain Development" with Julia.ladewig@zi-mannheim.de, Department of Translational Brain Research. Moritz Mall, m.mall@dkfz-heidelberg.de, German Cancer Research Center (DKFZ). Yannick Hass, yannick.hass@zi-mannheim.de, Department of Translational Brain Research. Anne Hoffrichter, anne.hoffrichter@zi-mannheim.de, Department of Translational Brain Research, Central Institute of Mental Health

  Dac EGAC00001003603

• Single-cell RNA-sequencing for peripheral blood mononuclear cells from COVID-19 patients and healthy controls of Japanese

  We performed single-cell RNA-sequencing of peripheral blood mononuclear cells obtained from COVID-19 patients and healthy controls.

  Study JGAS000593

• Single-cell RNA-sequencing for peripheral blood mononuclear cells from COVID-19 patients and healthy controls of Japanese

  We performed single-cell RNA-sequencing of peripheral blood mononuclear cells obtained from COVID-19 patients and healthy controls.

  Study JGAS000543

• WGS of 11 MPNSTs, 7 ANNUBPs and 7 blood and normal tissue controls

  Whole-genome sequencing (WGS) of 11 MPNSTs, 7 ANNUBPs and 7 controls (6 blood and 1 normal tissue) sequenced for Magallon-Lorenz, 2026. Sequenced at BGI with DNBseq technology (2x150bp) following standard protocols. Raw fastq files provided.

  Dataset EGAD50000002492

• cfDNA sWGS BAM — Metastatic colorectal cancer

  Plasma cirDNA sWGS for metastatic colorectal adenocarcinoma at diagnosis prior to systemic therapy. Libraries DSP/SSP (per sample). Sequencing by IntegraGen (2022–2024). Alignment: GRCh38 with BWA-MEM; BAMs sorted/indexed; delivered as primary mapped reads only (filters/MAPQ in analysis metadata). Controlled access

  Dataset EGAD50000001879

• HOVON152 Trial shallow Whole Genome Sequencing

  Associated with Molecular profiling of HGBCL-DH-BCL2 patients treated in the HOVON-152 triaL. Targeted sequencing of 30 samples from 30 High-grade B-cell lymphoma patients. Targeted sequencing was used for identify genomic alterations associated with patient outcome.

  Dataset EGAD50000002094

• Bulk RNAseq of FFPE and FF tissues at baseline and on-treatment

  Bulk transcriptomics for investigating transcriptomic biomarkers related to response at baseline and exploring treatment dynamics in transcriptomic signatures to gain a better understanding of the effects of ICB on the urothelial cancer tumor microenvironment (TME).

  Dataset EGAD50000002253

• WES data for HGSC patient-derived organoids (Kallunki)

  The dataset contains whole exome sequencing (WES) data of organoids from 10 high-grade serous carcinoma (HGSC) patients. The 31 samples are sequenced with Novaseq6000. The files provided are paired fastq files.

  Dataset EGAD50000002216

• ctDNA sample level analysis

  This table summarizes Guardant 360 ctDNA variant summary statistics including frequency of variant types for each sample included in this analysis.

  Dataset EGAD50000001341

• WGS dataset for malignant pleural and peritoneal mesothelioma

  This dataset contains Whole Genome sequencing data of pleural and peritoneal mesothelioma. The number of samples is 40. Sequencing was performed on Illumina NovaSeq 6000 and Illumina NovaSeqXPlus. The sequencing was always paired.

  Dataset EGAD50000001343

• Extracellular Vesicle miRNA Sequencing with Qiaseq and NextSeq 550

  This dataset includes small RNA sequencing data from extracellular vesicle-derived RNA. miRNA libraries were prepared using the Qiaseq miRNA Library Kit with adaptations for low RNA input and sequenced on the Illumina NextSeq 550 platform

  Dataset EGAD50000001504

• Targeted next-generation sequencing of plasma samples

  Targeted next-generation sequencing was performed on circulating cell-free DNA extracted from plasma samples of patients in the Neo-Pembro trial. For each patient, circulating cell-free DNA from the baseline plasma sample was extracted and sequenced using the AVENIO Expanded Kit v2.

  Dataset EGAD50000001415

• Ultra-long whole-genome and Cas9-targeted nanopore sequencing of fibroblasts: FSHD, BAMS, healthy controls

  Data from the D4Z4End2End study (Xiao et al. 2025), for genetic and epigenetic analysis of the D4Z4 macrosatellite in health and disease.

  Dataset EGAD50000001551

• WES dataset

  Associated with Molecular biomarkers in progression from refractory celiac disease to the lethal cancer variety enteropathy associated T cell lymphoma (EATL) Study. Whole Exome Sequencing (WES) of 63 samples. WES analysis done to detect mutations and copy number aberration predictive for progression from RCD to EATL.

  Dataset EGAD50000001164

• NICHE - RNA-seq of MMR proficient early stage colon cancers

  The dataset includes 29 FASTQ files from single-end total RNA sequencing on Illumina HiSeq2500 and 66 files from 33 paired-end RNA sequencing samples on Novaseq 6000 for 31 pMMR colon cancer patients.

  Dataset EGAD50000001248

• CAIRO2 - Whole Exome Sequencing (WES)

  Long-term Survival Update and Extended RAS Mutational Analysis of the CAIRO2 Trial: Addition of Cetuximab to CAPOX/Bevacizumab in Metastatic Colorectal Cancer. Whole Exome Sequencing (WES) of 64 metastatic colorectal cancer (mCRC) from CAIRO2 trial. WES data was used for mutational analysis.

  Dataset EGAD50000001140

• CAIRO2 - Shallow Whole Genome Sequencing (sWGS)

  Long-term Survival Update and Extended RAS Mutational Analysis of the CAIRO2 Trial: Addition of Cetuximab to CAPOX/Bevacizumab in Metastatic Colorectal Cancer. Shallow Whole Genome Sequencing (sWGS) of 52 metastatic colorectal cancer (mCRC) samples from CAIRO2 trial. sWGS was used for mutational analysis.

  Dataset EGAD50000001141

• Whole Exome Sequencing (WES) data of PERFECT trial

  Whole exome sequencing (WES) data of patients with resectable esophageal adenocarcinoma treated with neoadjuvant atezolizumab and chemoradiation (PERFECT). 78 matched samples (Tumor-Normal) from 39 patients with resectable esophageal adenocarcinoma of the PERFECT trial. Whole exome sequencing performed for mutation detection analysis.

  Dataset EGAD50000001153

• Single-cell sequencing of PBMC & CSF in neuroinflammatory disorders

  Single-cell sequencing and genotyping for Cambridge samples analyzed as part of a project evaluating single-cell gene expression & lymphocyte receptor sequences in CSF and PBMC of MS and other neuroinflammatory disorders.

  Dataset EGAD50000001023

• TRACERx NSCLC - whole genome sequencing for ctDNA study

  Data used in "An ultra-sensitive and specific ctDNA assay provides novel pre-operative disease stratification in early stage lung adenocarcinoma"

  Dataset EGAD50000000452

• Small RNA sequencing of human oocytes and early embryos

  This dataset contains single-end fastq files for human oocytes (n=12), zygotes (n=5), and early embryos (n=10) sequenced with Illumina NextSeq500. The sequencing libraries were prepared from single oocytes, zygotes, and embryos in two batches.

  Dataset EGAD50000000227

• CCA NanoString data (60CCA)

  Raw .RCC files for NanoString. nCounter PanCancer IO 360 Panel was used

  Dataset EGAD00010002612

• Genotyping_data_total

  Genotyping data for ACE2 (rs2285666), MX1 (rs469390) and TMPRSS2 (rs2070788) variants. Patients are classified as mild (n=34) and severe (n=32). DNA genotyping was performed using the TaqMan® Genotyping Master Mix (Applied Biosystems). Allelic discrimination assays were performed on a 7900HT Fast Real-Time PCR System (Applied Biosystems).

  Dataset EGAD00010002445

• H3Africa ACEGID Omni 2.5M and 5M Genotype

  SNP Genotyping for Lassa Fever cases and population controls from Nigeria and Sierra Leone using Illumina Omni 2.5M and 5M

  Dataset EGAD00010002509

• H3Africa ACEGID Array Phenotype

  Phenotype data for Lassa Fever cases and population controls from Nigeria and Sierra Leone associated with genotype data generated using Illumina H3Africa array version 1.

  Dataset EGAD00001010923

• H3Africa ACEGID Omni Array Phenotype

  Phenotype data for Lassa Fever cases and population controls from Nigeria and Sierra Leone associated with genotype data generated using Illumina Omni 2.5M and 5M.

  Dataset EGAD00001010922

• Tetralogy of Fallot Exome Trios

  Exome sequencing of 30 parent-offspring trios to >50X mean depth, where the offspring has sporadic TOF, to identify potential causal de novo mutations. We will use the exome plus design for pulldown that incorporates ~6.8Mb of additional regulatory sequences in addition to the ~50Mb GENCODE exome.

  Dataset EGAD00001000344

• Exome sequencing data for 40 cases of alopecia areata and vitiligo

  Sequencing of independent unrelated cases of alopecia areata (total/ universal) and vitiligo (>10%, affected family member). DNA obtained from blood

  Study EGAS00001003831

• BLUEPRINT September 2016, ATAC-seq Mantle Cell Lymphoma from venous blood, on Genome GRCh38

  ATAC-seq data for 5 sample(s) Mantle Cell Lymphoma from venous blood, on Genome GRCh38. 5 run(s), 5 experiment(s), 5 alignment(s). Part of BLUEPRINT (September 2016).

  Dataset EGAD00001002918

• BLUEPRINT September 2016, ATAC-seq Chronic Lymphocytic Leukemia from venous blood, on Genome GRCh38

  ATAC-seq data for 106 sample(s) Chronic Lymphocytic Leukemia from venous blood, on Genome GRCh38. 111 run(s), 109 experiment(s), 109 alignment(s). Part of BLUEPRINT (September 2016).

  Dataset EGAD00001002916

• Low-coverage Whole Genome Sequencing, colorectal carcinomas NKI-AvL TGO series NGS-ProToCol

  The dataset "Low-coverage Whole Genome Sequencing, colorectal carcinomas NKI-AvL TGO series NGS-ProToCol" includes 30 fastq files from single-end low-coverage WGS on Illumina HiSeq2500 for 30 snap-frozen colorectal carcinomas.

  Dataset EGAD00001004093

• Low-coverage Whole Genome Sequencing, colorectal adenomas NKI-AvL TGO series NGS-ProToCol

  The dataset "Low-coverage Whole Genome Sequencing, colorectal adenomas NKI-AvL TGO series NGS-ProToCol" includes 30 fastq files from single-end low-coverage WGS on Illumina HiSeq2500 for 30 snap-frozen colorectal adenomas.

  Dataset EGAD00001004092

• Genomic Landscape of Chordoid Glioma

  This data set consist genomic information of 10 Chordoid Glioma samples: - Exome sequencing: 10 tumors and matched normal DNA for four of them (BAM files) - RNAseq : 10 tumors (fastq files) - CNV array: 9 tumors (IDAT files)

  Dataset EGAD00001004112

• ESGI - Whole Genome Sequencing of samples from the Croatian isolated populations (2017-11-22)

  Whole genome sequencing of sampels from isolated populations from Croatia. The samples are sequenced using the Illumina HiSeq X Ten system. This dataset contains all the data available for this study on 2017-11-22.

  Dataset EGAD00001003812

• CLL targeted exome sequencing (2018-03-14)

  Aim to characterise cancer gene landscape in CLL, particularly in cases with mutated POT1 gene. Treatment-naive CLL cases will be interrogated by targeted exome sequencing using a cancer gene panel. . This dataset contains all the data available for this study on 2018-03-14.

  Dataset EGAD00001004037

• RNA-seq colorectal adenomas NKI-AvL TGO series NGS-ProToCol

  The dataset "RNA-seq colorectal adenomas NKI-AvL TGO series NGS-ProToCol" includes 2 x 30 fastq files from paired-end total RNA sequencing on Illumina HiSeq2500 for 30 snap-frozen colorectal adenomas.

  Dataset EGAD00001004055

• RNA-seq colorectal carcinomas NKI-AvL TGO series NGS-ProToCol

  The dataset "RNA-seq colorectal carcinomas NKI-AvL TGO series NGS-ProToCol" includes 2 x 30 fastq files from paired-end total RNA sequencing on Illumina HiSeq2500 for 30 snap-frozen colorectal carcinomas.

  Dataset EGAD00001004056

• CancerSEEK ctDNA FASTQ files

  Sequencing data from 1,005 cancer patients and 812 healthy controls. All samples prepared using Safe-SeqS technology and sequenced on an Illumina MiSeq and/or HiSeq instrument. Paired FASTQ files for correspond to read 1 and the index read present (R and I respectively).

  Dataset EGAD00001003931

• NKI-AvL OpACIN DNA-seq of stage III melanoma patients

  The dataset “NKI-AvL OpACIN DNA-seq of stage III melanoma patients" includes 2 x 18 normal and 2 x 18 tumor FASTQ files from paired-end whole exome sequencing on Illumina HiSeq2500 for 18 stage III melanoma patients.

  Dataset EGAD00001004217

• SNV vcf files for CPCG Subclonal Heterogeneity in multiple and single regions

  SNV calls generated using the SomaticSniper-TITAN-PhyloWGS from the CPC-GENE Subclonal Heterogeneity study using single and multiple regions

  Dataset EGAD00001004431

• SNV vcf files for CPCG Subclonal Heterogeneity in multiple and single regions

  SNV calls generated using the SomaticSniper-Battenberg-PhyloWGS from the CPC-GENE Subclonal Heterogeneity study using single and multiple regions

  Dataset EGAD00001004432

• SNV vcf files for CPCG Subclonal Heterogeneity in multiple and single regions

  SNV calls generated using the MuTect-TITAN-PhyloWGS from the CPC-GENE Subclonal Heterogeneity study using single and multiple regions

  Dataset EGAD00001004433

• SNV vcf files for CPCG Subclonal Heterogeneity in multiple and single regions

  SNV calls generated using the MuTect-Battenberg-PhyloWGS from the CPC-GENE Subclonal Heterogeneity study using single and multiple regions

  Dataset EGAD00001004434

• CNA vcf files for CPCG Subclonal Heterogeneity in multiple and single regions

  CNA calls generated using the SomaticSniper-TITAN-PhyloWGS from the CPC-GENE Subclonal Heterogeneity study using single and multiple regions

  Dataset EGAD00001004440