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• Specific BRCA and immune configurations determine optimal response to platinum-based chemotherapy in triple negative breast and ovarian carcinomas (COH_TNBC_RNAseq)

  To determine the trascriptional profiles of Triple Negative Breast Cancers (COH cohort)

  Study EGAS00001006002

• Evolutionary dynamics of neuroblastoma

  Whole genome sequencing data of low risk neuroblastoma tumors and matching controls used to study the evolutionary dynamics of neuroblastoma.

  Study EGAS00001004990

• Covid19 RNAseq BAM files

  RNA Sequencing using Illumina’s TruSeq Stranded Total RNA with RiboZero Globin depletion library pre-kit and sequencing on the NovaSeq 6000.

  Study EGAS00001007050

• Covid19 RNAseq Fastq files

  RNA Sequencing using Illumina’s TruSeq Stranded Total RNA with RiboZero Globin depletion library pre-kit and sequencing on the NovaSeq 6000.

  Study EGAS00001007022

• Linked-read data of additional normal blood samples

  Linked-read whole genome sequencing data of 15 normal blood samples from brain tumour patients. The dataset consists of BAM files generated by the Long Ranger pipeline from 10x Genomics.

  Dataset EGAD50000001390

• RNA sequencing data of pretreatment tumor biopsies of patients treated in the OpACIN-neo trial

  The dataset includes RNA sequencing on pre-treatment tumor biopsies of lymph node metastases (n=65)

  Dataset EGAD00001006731

• The Acquisition of Molecular Drivers in Pediatric Therapy-Related Myeloid Neoplasms

  Pediatric therapy-related myeloid neoplasms (tMN) occur in children after exposure to cytotoxic therapy and have a dismal prognosis1-4. The somatic and germline genomic alterations that drive these myeloid neoplasms in children and how they arise have yet to be comprehensively described. We use whole exome, whole genome, and/or RNA sequencing to characterize the genomic profile of 85 pediatric tMN cases (tMDS: n=29, tAML: n=56). Our data show that Ras/MAPK pathway mutations, alterations in RUNX1 or TP53, and KMT2A rearrangements are frequent somatic drivers, and we identify cases with aberrant MECOM expression secondary to enhancer hijacking. Unlike adults with tMN5-7, we find no evidence of pre-existing minor tMN clones (including those with TP53 mutations), but rather the majority of cases were unrelated clones arising as a consequence of cytotoxic therapy. These studies also uncover rare cases of lineage switch disease rather than true secondary neoplasms.

  Study EGAS00001004850

• Massively parallel nanowell-based single-cell gene expression profiling

  Technological advances have enabled transcriptome characterization of cell types at the single-cell level providing new biological insights. New methods that enable simple yet high-throughput single-cell expression profiling are highly desirable. Here we report a novel nanowell-based single-cell RNA sequencing system, ICELL8, which enables processing of thousands of cells per sample. The system employs a 5184-nanowell-containing microchip to capture ~1300 single cells and process them. Each nanowell contains preprinted oligonucleotides encoding poly-d(T), a unique well barcode, and a unique molecular identifier. The ICELL8 system uses imaging software to identify nanowells containing viable single cells and only wells with single cells are processed into sequencing libraries. Here, we report the performance and utility of ICELL8 using samples of increasing complexity from cultured cells to mouse solid tissue samples. Our assessment of the system to discriminate between mixed human and mouse cells showed that ICELL8 has a low cell multiplet rate (< 3%) and low cross-cell contamination. We characterized single-cell transcriptomes of more than a thousand cultured human and mouse cells as well as 468 mouse pancreatic islets cells. We were able to identify distinct cell types in pancreatic islets, including alpha, beta, delta and gamma cells. Overall, ICELL8 provides efficient and cost-effective single-cell expression profiling of thousands of cells, allowing researchers to decipher single-cell transcriptomes within complex biological samples.

  Study EGAS00001002320

• Differentially methylated CpGs in response to growth hormone administration in children with idiopathic short stature

  Background: Recombinant human growth hormone (rhGH) has shown a great growth-promoting potential in children with idiopathic short stature (ISS). However, the response to rhGH differs across individuals, largely due to genetic and epigenetic heterogeneity. Since epigenetic marks on the methylome can be dynamically influenced by GH, we performed a comprehensive pharmaco-epigenomics analysis of DNA methylation changes associated with long-term rhGH administration in children with ISS. Results: We measured DNA methylation profiles before and after GH treatment (with a duration of ~18 months in average) on 47 healthy children using customized methylC-seq capture sequencing. Their changes were compared and associated with changes in plasma IGF1 by adjusting sex, age, treatment duration, and estimated blood proportions. We observed a considerable inter-individual heterogeneity of DNA methylation changes responding to GH treatment. We identified 267 response-associated differentially methylated cytosines (DMC) that were enriched in promoter regions, CpG islands and blood cell-type specific regulatory elements. Furthermore, the genes associated with these DMCs were enriched in the biology process of "cell development", "neuron differentiation" and "developmental growth", and in the TGF-beta signaling pathway, PPAR Alpha pathway, endoderm differentiation pathway, adipocytokine signaling pathway as well as PI3K-Akt signaling pathway, and cAMP signaling pathway. Conclusion: Our study provides a first insight in DNA methylation changes associated with rhGH administration, which may help understand mechanisms of epigenetic regulation on GH-responsive genes.

  Study EGAS00001006115

• Common Deleterious Germline Variants Shape the Urothelial Cancer Genome

  Our study used whole-exome, whole-genome, and RNA sequencing to analyze samples from primary tumors, locally recurrent or metastatic urothelial tumors collected over time, and matched normal urothelium. We described the molecular landscape of mutational signatures and structural variants in chemotherapy-resistant urothelial cancer.

  Study phs001087

• Molecular profiling of acinar cell carcinoma of the salivary glands

  Samples of acinar cell carcinoma (AciCC) of the salivary glands and paired normal salivary gland tissue were analyzed by whole transcriptome RNA-seq (n=10), whole genome sequencing (n=6), whole genome bisulfite sequencing (n=3) and ChIP-seq (H3K27ac, H3K4me3, H3K27me3, NR4A3, CTCF).

  Study EGAS00001002795

• We performed whole exome sequencing (WES) using Hiseq on 22 paired CMLs. We also performed whole exome sequencing (WES) using CG on 88 paired CMLs. All the data belongs to CML in China - ICGC project.

  We performed whole exome sequencing (WES) using Hiseq on 22 paired CMLs. We also performed whole exome sequencing (WES) using CG on 88 paired CMLs.All the data belongs to CML in China - ICGC project.

  Study EGAS00001001742

• WGS data of pediatric T-ALL acute lymphoblastic leukemia (set3)

  The dataset includes FASTQ and CRAM files from diagnostic and matched remission (control) samples of two T-ALL patient (ALLK-126, ALLT-503). ALLT-503 sample has two diagnostic samples one extracted from the BM (ALLT-503D) and from the lymph node (ALLT-503lympD). Sequencing library was made using PCR free-based WGS library preparation (PCR-), using Novogene NGS DNA Library Prep Set (Cat No. PT004). Both diagnostic/relapse (90x) and remission (30x) samples were sequenced using Illumina NovaseqX Plus.

  Dataset EGAD50000002015

• Long-read single-cell RNA-seq in COVID-19

  We report the first application of long-read single-cell RNA sequencing on nasopharyngeal swabs from COVID-19 patients and healthy controls to resolve transcript-level changes across cell types. Samples were collected from three patients with moderate COVID-19, six patients with critical COVID-19, and three healthy controls. Single-cell libraries were generated using the 10x Genomics Chromium 3' protocol, producing unfragmented cDNA. Libraries were sequenced on the Oxford Nanopore Technologies PromethION platform. Basecalling was performed with Guppy (v1.6), generating a single FASTQ file per sample.

  Dataset EGAD50000001836

• RNAseq of organoid and fibroblast co-cultures

  The dataset includes whole transcriptome RNAseq BAM files of both organoids and fibroblast mono- and co-cultures with have been processed by Picard markdups. The experiment featured 6 fibroblast cell lines derived from 5 different early CRC biobank patients (pt10, pt12, pt15, pt19, pt22) as well as from different regions within those samples (normal tissue, core or invasive front). The organoids were generated from patient pt5 carcinoma samples.

  Dataset EGAD50000002202

• Metagenomic data of patients with bipolar disorder or schizoprhenia spectrum disorder

  Metagenomic data of stool samples from 111 patients with either bipolar disorder or schizophrenia spectrum disorder. Data includes fq.gz files, mostly 1 forward and 1 reverse read per sample. Samples analysed in multiple lanes have 4 (paired) fastq files, which will have the same patient ID (example: 048_1 and 048_2, or 088_L1 and 088_L2. DNA was extracted from using the QIAamp Fast DNA Stool Mini Kit (Qiagen) following the manufacturer’s instructions. Shotgun metagenomic sequencing was carried out using llumina Novaseq 6000.

  Dataset EGAD50000001414

• Whole scRNA-seq from pre frontal cortex patient biopsy

  The single- cell RNA-seq prefrontal cortex sample was selected from a cohort of patients with hydrocephalus ≥18 years of age planning to undergo CSF diversion surgery either with a ventriculoperitoneal shunt placement (VP) or ventriculocisternostomy (VCS). The tissue was dissociated followed by red cell and debris removal and counting of the cells to be sequenced with (scRNA-seq; 10x Genomics kit v2). After dissociation only non neuronal cells were retrieved.

  Dataset EGAD50000001542

• Transrenal DNA Analysis

  The current sequencing dataset consists of 91 whole genome sequencing data files (Fastq files) of human cell-free DNA (cfDNA) obtained from plasma and urine samples. Specifically, we extracted 20 ucfDNA and 17 plasma DNA samples from healthy pregnant women, 11 ucfDNA samples from pregnant women with preeclampsia, 19 ucfDNA samples from healthy controls, and 24 ucfDNA samples from patients with proteinuria. These extracted cfDNA samples were then constructed into DNA libraries using the TruSeq Nano DNA Library Prep Kit (Illumina) and subsequently sequenced on the Nextseq2000 platform (Illumina).

  Dataset EGAD50000001127

• IBD dataset

  We performed multi-omics profiling of 38 Crohn's disease and Ulcerative colitis patients across several stimulations (RPMI, LPS, Salmonella, in total 80 samples). Nuclei were profiled using the 10X Multiome protocol which offers paired RNA+ATAC from the same nucleus (e.g. shared barcodes). Per library, the ATAC (I1, R1, R2, R3 reads) and RNA (I1, I2, R1, R2 reads) are provided. Pools are genetically multiplexed across donors. Genotype files are provided to allow genetic demultiplexing.

  Dataset EGAD50000000198

• scWGS dataset of Characterization of UV DNA damage in B-cell precursor acute lymphoblastic leukemia

  Extensive characterization of mutational signature SBS7a in B-cell precursor acute lymphoblastic leukemia (BCP-ALL) samples. We aimed to describe the presentation of SBS7a in BCP-ALL, identify other pediatric cancers presenting with SBS7a, look into the link of SBS7a and UV-light in the context of BCP-ALL and cancers with provable UV exposure, and pinpoint when SBS7a was acquired.

  Dataset EGAD00001015601

• RCC Infiltrated Macrophages and Monocytes

  Tumor infiltrated Macrophages and Monocytes were sorted on Aria II (Becton Dickinson) into TRIzol LS and flash frozen. RNA was extracted with chloroform. Isopropanol and linear acrylamide were added, and the RNA was precipitated with 75% ethanol. Total RNA (0.649–1 ng) with RNA integrity numbers 6.8 to 10 underwent amplification using the SMART-Seq v4. Ultra Low Input RNA Kit (Clontech; cat. #63488). Amplified cDNA (15 ng) was used to prepare libraries with the KAPA Hyper Prep Kit (Kapa Biosystems, KK8504) using 8 cycles of PCR.

  Dataset EGAD00001009393

• Whole genome sequence of monozygotic twins

  We generated whole genome sequence data from a family of monozygotic twins. DNA was obtained from blood, buccal epithelial cells, placenta, and umbilical cords of monozygotic twins. DNA from the parents were also obtained. Libraries were generated using Truseq-PCR free, Truseq nano, and NEBnext Ultra II depending on the availability of DNA. Data was generated on Illumina NovaSeq platform. Raw sequence data was aligned to the human reference genome GRCh38 using bwa mem aligner.

  Dataset EGAD00001008677

• USARC 10X Genomics Single Cell DNA Sequencing Data

  We investigated the impact of ploidy heterogeneity on copy number inference at a single cell level using fluorescence-activated cell sorted (FACS) nuclei from an undifferentiated soft tissue sarcoma. FACS revealed the presence of three aberrant subpopulations, including a haploid, a near diploid and a whole genome doubled population. Once sorted, single cell nuclei underwent whole genome sequencing using the chromium CNV single cell DNA library kit (10X Genomics). We sequenced single normal nuclei (2n) and single aberrant / tumour nuclei (1n, 2n and 2n+).

  Dataset EGAD00001008668

• Gene expression in CSF and whole blood of adults with proven bacterial meningitis in Malawi

  Dataset of BAM files from patients with proven bacterial meningitis in Malawi. Samples consist of BAM files from PolyA RNA seq runs from patients classifed as admission whole blood or CSF on admission (pre-antibiotics) in the Emergency Department. Subsequent BAM files are identical runs from whole blood from the same patients, taken at either day 10 or day 40 post admission to hospital. All patients have disease, they are divided into survivors and non-survivors at the day 40 time point.

  Dataset EGAD00001004488

• 33 Paired (Normal-Tumor1-Tumor2) MM whole-exome data

  Samples were sequenced from 33 multiple myeloma patients including tumor presentation and relapse samples and a matched patient control sample. Tumor DNA was isolated from CD138-positive plasma cells. Control DNA originated from peripheral blood leukapheresis products collected after induction therapy. Libraries were prepared using the SureSelectQXT sample prep kit and the SureSelect Clinical Research Exome kit (Agilent), with additional baits covering the Ig and MYC loci. Paired-end sequencing was performed to an average sequencing depth of 118× on a HiSeq2500 (Illumina).

  Dataset EGAD00001002165

• Amplicon sequencing libraries from the study "Histological Transformation and Progression in Follicular Lymphoma: a Clonal Evolution Study".

  Amplicon sequencing libraries from the study "Histological Transformation and Progression in Follicular Lymphoma: a Clonal Evolution Study". These are Illumina amplicon deep sequencing libraries (n = 118) to validate somatic predictions made in the whole genome sequencing libraries. Specifically, there are 72 tumor libraries and 46 normal libraries. Some patients may have multiple amplicon libraries sequenced.

  Dataset EGAD00001002896

• Multiomics analysis of PBMCs from healthy individuals

  We performed single-cell and bulk level multiomics analysis using PBMCs from healthy individuals to dipict the diversity of immune system.

  Study JGAS000637

• Target Capture Sequencing of 12 patients

  We perfomed target capture DNA sequencing of 12 patients to assess the detailed biological mechanisms of resistance to immune checkpoint inhibitors.

  Study JGAS000589

• Identification of fungal species in brain tissue from Alzheimer's disease

  Identification of fungal species present in the central nervous system tissue from Alzheimer's disease patients by next-generation sequencing.

  Study EGAS00001002228

• KLB mutations in congenital hypogonadotropic hypogonadism

  To test if patients with congenital hypogonadotropic hypogonadism harbor mutations in FGF21 and KLB (encoding the co-receptor of FGF21)

  Study EGAS00001002568

• Fine-Scale Genomic Analyses Of Admixed Individuals Reveal Unrecognized Genetic Ancestry Components In Argentina

  Study the sub-continental origins of African, European and Native American genetic ancestries of Argentinean populations.

  Study EGAS00001004492

• Sanger sequencing of MV4-11 cell lines targeting the TP53 R284 locus

  Sanger sequencing data of cell lines derived from bulk MV4-11 cells, targeting the R248 locus of TP53, consisting of either wildtype or homozygous mutant lines.

  Dataset EGAD50000000447

• WGS of a pair of monozygotic twins with Castleman disease and an unaffected sibling.

  The affected twins have their lymph nodes and buccal swabs sequenced with WGS. The unaffected sibling have his/her buccal swab sequenced with WGS as control too.

  Dataset EGAD00001011118

• The Extracellular RNA Quality Control (exRNAQC) study (phase 2)

  mRNA capture sequencing and small RNA sequencing data (FASTQ files) of the exRNAQC study phase 2 (interaction study)

  Dataset EGAD00001009724

• ChIP-seq peaks of H3K27ac

  ChIP-seq peaks of H3K27ac. The dataset includes FASTQ files, BAM files, and analyses of the ChIP-seq peaks of H3K27ac determined using MACS2

  Dataset EGAD00001008964

• Whole exome sequencing of trio with primary immunodeficiency (IL2RB)

  Whole exome paired-end sequencing data was performed on a trio (patient + parents) who has primary immunodeficiency to identify the genetic cause of the immunodeficiency. Analysis revealed a novel homozygous mutation in IL2RB.

  Dataset EGAD00001004963

• Stability of kidney organoids in culture

  A whole genome mutation analysis of cortical kidney tissue, an early passage kidney organoid culture derived from the kidney tissue sample, and a late passage of the same organoid culture.

  Dataset EGAD00001003805

• HNPCC-Sys: Molecular Characterization of Lynch Syndromes

  Lynch Syndrome (LS) tumors are characterized by constitutional mutations in DNA mismatch-repair genes. Colorectal cancers (CRCs) are the predominant tumor type in patients with LS. Here, we have used whole-genome and transcriptome sequencing of LS- CRC to find similarities and differences of mutation and gene expression characteristics between LS-CRC and sporadic CRC (data provided by TCGA via dbGaP). Furthermore, we were interested in the molecular heterogeneity of LS-CRC. We have performed a molecular characterization of LS-tumors and of matched tumor-distant reference colonic mucosa based on whole-genome DNA- and RNA-sequencing analyses. Our data indicates the existence of two subgroups of LS-CRCs, G1 and G2, where G1 tumors show a higher number of somatic mutations, higher microsatellite slippage and a different mutation spectrum.

  Study phs001407

• Sequencing of Infant high grade gliomas

  Infant high grade gliomas appear distinct from their counterparts in older children, indicating that grading may not accurately reflect the biology of these tumours. We have collected 228 cases under 4 years of age, and carried out histological review, methylation profiling (217), custom panel (15) and genome (20)/exome (12) sequencing. After excluding cases representing other established entities or subgroups, we identified 120 cases to be part of an intrinsic spectrum of disease in the infant population. These included those with targetable MAP-kinase alterations, and a large proportion of remaining cases to harbour gene fusions targeting ALK, NTRK1/2/3, ROS1 and MET as their driving alterations, with evidence of efficacy of targeted agents in the clinic. Infant gliomas require a change in diagnostic practise and management.

  Study EGAS00001003532

• 10X single-cell Multiome (RNA+ATAC) of cord blood-derived HSPC

  10X genomics chromium single-cell ATAC+RNA (Multiome) was use to prepare single-nucleus RNA- and ATAC-seq libraries, sequenced on an Illumina NovaSeq 6000 platform. BAM files are provided. Samples from 4 donors were sequenced after sorting for primitive HSPCs in 2 libraries, each with cells from 1 male and 1 female CB.

  Dataset EGAD50000002327

• mRNA-Sequencing of 73 primary multiple myeloma (MM) samples and human MM cell lines

  mRNA-Sequencing of 73 primary multiple myeloma (MM) samples and human MM cell lines before and after siRNA-mediated knockdown of ADAM8 (n=5 cell lines), ADAM9 (n=7 cell lines) and ADAM15 (n=5 cell lines). Paired-end sequencing was performed on a NovaSeq (Illumina). Fastq and bam files are provided for each sample.

  Dataset EGAD50000000575

• CRC cell line ChIP-seq

  ChIP-Seq data for CTCF, H3K4me1, H3K4me3, H3K27ac, H3K27me3, H3K36me3 in C32, CL11, HT29, SW403, SW480, SW948 MSS CRC cell lines

  Dataset EGAD50000000295

• Single-cell RNA-Seq (Chromium Next GEM Single Cell 3' Reagent Kits v3.1 from 10X Genomics )

  Human data for transcriptome (scRNA-Seq) in CD34+ B cell precursors.

  Dataset EGAD00001010907

• ctDNA whole exome genome sequencing dataset

  Dataset contains all available exome sequencing paired-end fastq files from our study "A generalizable machine learning framework for classifying DNA repair defects using ctDNA exomes"

  Dataset EGAD00001010069

• Genomic data of acute myeloid leukemia cases for integration with metabolomic analyses

  Whole exome sequencing (WES) data of paired (germline and leukemic) samples of 100 adult patients affected by acute myeloid leukemia. Targeted sequencing data of myeloid-related genes of 21 leukemia (not paired) samples from adult patients affected by acute myeloid leukemia.

  Dataset EGAD00001007941

• scWGS primaries

  Single cell WGS (low pass) for primary samples

  Dataset EGAD00001006138

• scWGS PDX

  Single cell WGS (low pass) for PT1-derived PDX samples

  Dataset EGAD00001006137

• scWGS chordblood

  Single cell WGS (low pass) for chord blood samples

  Dataset EGAD00001006136

• scRNA primaries

  Single cell RNA-seq for primary samples

  Dataset EGAD00001006135

• Sequencing data for oesophageal and related samples - BOs release 5 (RNA)

  Dataset EGAD00001005385

• Sequence Data for Paper: Epigenetic reprogramming during differentiation of human CD4+ T lymphocytes into memory stages

  Sequence Data of total RNA, miRNA, WGB, mRNA, NOMe, Chip (H3K27ac,H3K27me, H3K36me3, H3K4me1, H3K4me3, H3K9me3, Input) Short Desrciption: Epigenetic profiling of human CD4+ memory T cells reveals their proliferative history and argues in favor of a progressive differentiation model driven by epigenetically controlled master regulators.

  Dataset EGAD00001001865

• Oncoprint GSCCs

  Glioblastoma (GBM) remains the most malignant primary brain tumor, with a median survival rarely exceeding 2 years. Tumor heterogeneity and an immunosuppressive microenvironment are key factors contributing to the poor response rates of current therapeutic approaches. GBM-associated macrophages (GAMs) often exhibit immunosuppressive features that promote tumor progression. However, their dynamic interactions with GBM tumor cells remain poorly understood. Here, we used patient-derived GBM stem cell cultures and combined single-cell RNA sequencing of GAM-GBM co-cultures and real-time in vivo monitoring of GAM-GBM interactions in orthotopic zebrafish xenograft models to provide insight into the cellular, molecular, and spatial heterogeneity. Our analyses revealed substantial heterogeneity across GBM patients in GBM-induced GAM polarization and the ability to attract and activate GAMs – features that correlated with patient survival. Differential gene expression analysis, immunohistochemistry on original tumor samples, and knock-out experiments in zebrafish subsequently identified LGALS1 as a primary regulator of immunosuppression. Overall, our work highlights that GAM-GBM interactions can be studied in a clinically relevant way using co-cultures and avatar models, while offering new opportunities to identify promising immune-modulating targets.

  Study EGAS00001007481

• E-cadherin inactivation shapes tumor microenvironment specificities in invasive lobular carcinoma

  Invasive lobular breast carcinoma (ILC) shows specific stromal features, T lymphocyte infiltration (TIL) being associated with poor prognosis. Here, we reveal the involved mechanism by performing single cell RNA sequencing, combined immunohistochemistry, deconvolution of bulk RNA sequencing from large retrospective ILC series, and functional assays using primary cells. We show that ILC accumulates FAP+ inflammatory cancer-associated fibroblasts (iCAF) through a previously undescribed mechanism mediated by E-cadherin/CDH1 on CAF plasticity. Indeed, CDH1 inactivation in ILC cancer cells prevents differentiation of iCAF into myofibroblastic CAF (myCAF), leading to iCAF accumulation. In turn, iCAF attract TILs into the tumor center and shape their spatial organization in ILC. Subsequently, CDH1-inactivated ILC cancer cells promote immune escape by lack of retention and activation of ITGAE-expressing resident memory CD8+ T lymphocytes (TRM). Hence, our study uncovers reciprocal interactions between CDH1-inactivated cancer cells, iCAF and CD8+ TRM, gaining insight into the underlying mechanism associated with the distinctive stromal reaction observed in ILC and revealing why and how TILs have a poor prognosis in ILC patients, a mechanism that can be generalized to other CDH1-inactivated cancer types.

  Study EGAS50000001760

• Single-cell profiling of co-cultures of GSCCs and macrophages

  Glioblastoma (GBM) remains the most malignant primary brain tumor, with a median survival rarely exceeding 2 years. Tumor heterogeneity and an immunosuppressive microenvironment are key factors contributing to the poor response rates of current therapeutic approaches. GBM-associated macrophages (GAMs) often exhibit immunosuppressive features that promote tumor progression. However, their dynamic interactions with GBM tumor cells remain poorly understood. Here, we used patient-derived GBM stem cell cultures and combined single-cell RNA sequencing of GAM-GBM co-cultures and real-time in vivo monitoring of GAM-GBM interactions in orthotopic zebrafish xenograft models to provide insight into the cellular, molecular, and spatial heterogeneity. Our analyses revealed substantial heterogeneity across GBM patients in GBM-induced GAM polarization and the ability to attract and activate GAMs – features that correlated with patient survival. Differential gene expression analysis, immunohistochemistry on original tumor samples, and knock-out experiments in zebrafish subsequently identified LGALS1 as a primary regulator of immunosuppression. Overall, our work highlights that GAM-GBM interactions can be studied in a clinically relevant way using co-cultures and avatar models, while offering new opportunities to identify promising immune-modulating targets.

  Study EGAS00001007482

• Investigating genomic intratumor heterogeneity in colorectal carcinoma

  To investigateintertumor heterogeneity of colorecatal carcinoma, we profiled the genome and epigenome in multiple regions within each of nine colorectal tumors.

  Study JGAS000060

• Multiple Myeloma GWAS Meta-analysis

  Meta-analysis of Multiple Myeloma genome-wide association study datasets. Included are meta-analyses with and without the UK Biobank dataset.

  Study EGAS50000000292

• CIRCLE-seq of PDO

  CIRCLE-seq data of PDAC 1 patient-derived organoid (PDO) - Unmapped reads, libraries were sequenced using the Illumina NextSeq500 with the NextSeq 500/550 Mid Output Kit v2.5 (300 Cycles), generating around 10M paired end 150bp reads per sample

  Dataset EGAD50000000281

• COIN_CRC_GWAS

  Genotype data of 1,950 individuals from the COIN and COIN-B trials of advanced/metastatic colorectal cancer. Data provided in plink format, and has been quality controlled. Control data used was from the WTCCC2 project National Blood Donors (NBS) Cohort (EGAD00000000024).

  Dataset EGAD00010002186

• ChIP-seq and Hodgkin lymphoma

  ChIP-seq data (H3K4Me3, H3K27Ac histone modifications) of Hodgkin lymphoma cell line L-428. Samples were processed as previously described (Sud et al., 2018). The files are in bam format, aligned to build 37 of the human genome.

  Dataset EGAD00001004322

• Genomic variant calling of 32 Chinese SRCCs

  Whole Genome Sequencing has been applied in 32 SRCC patients and the raw data have been subjected to standard procedures. Files with genomic variant calling were obtain at the last step.

  Dataset EGAD00001004045

• The genomic landscape of cutaneous squamous cell carcinoma based on 40 paired normal and tumour whole-exome sequencing samples

  40 paired normal and tumour whole-exome sequencing samples was used to investigate the genomic landscape of cutaneous squamous cell carcinoma

  Dataset EGAD00001003555

• Dataset of CageKid Blood and Tumor DNA samples

  The data contains genome sequencing of clear cell renal cell carcinomas and normal kidney tissues. The samples were collected from patients from different European countries.

  Dataset EGAD00001002892

• Medulloblastoma-associated DDX3 variant selectively alters the translational response to stress

  Medulloblastoma-associated DDX3 variant selectively alters the translational response to stress

  Dataset EGAD00001001210

• The evolutionary landscape of colorectal tumorigenesis

  The genetic events that cause colorectal adenomas to progress to carcinomas remain largely undetermined. Using multi-region genome/exome sequencing of 24 benign and malignant colorectal tumours, we probe the evolutionary fitness landscape occupied by these neoplasms. Unlike carcinomas, advanced adenomas frequently harbour sub-clonal driver mutations, hence lack selective sweeps, and have relatively high genetic heterogeneity. Carcinomas are distinguished from adenomas not by nucleotide-level mutations (drivers or burden), but by widespread aneusomies that are usually clonal and often accrue in a “punctuated” fashion. Adenomas evolve across an undulating fitness landscape, whereas carcinomas occupy a sharper fitness peak, probably owing to stabilising selection.

  Study EGAS00001003066

• The somatic mutation landscape of normal gastric epithelium - TGS

  The landscapes of somatic mutation in normal cells inform on the processes of mutation and selection operative throughout life, permitting insight into embryogenesis, normal ageing and the earliest stages of cancer development. Here, by whole-genome sequencing and targeted panel sequencing of microdissections from 30 individuals, including 18 with gastric cancer, we elucidate the developmental trajectories of normal and malignant gastric epithelium.

  Dataset EGAD00001015352

• The somatic mutation landscape of normal gastric epithelium - WGS

  The landscapes of somatic mutation in normal cells inform on the processes of mutation and selection operative throughout life, permitting insight into embryogenesis, normal ageing and the earliest stages of cancer development. Here, by whole-genome sequencing and targeted panel sequencing of microdissections from 30 individuals, including 18 with gastric cancer, we elucidate the developmental trajectories of normal and malignant gastric epithelium.

  Dataset EGAD00001015351

• KiCS WGS data for academic and for-profit use

  Data from samples that are marked for both academic and for-profit use.

  Dataset EGAD00001009699

• Whole-exome-sequencing in Motor neuron disease (MND)

  To identify the genetic cause and modifiers of Motor neuron disease (MND), we performed Whole-exome-sequencing of Motor neuron disease (MND) patients.

  Study JGAS000422

• Whole-genome-sequencing and Whole-exome-sequencing in Myopathy

  To identify the genetic cause and modifiers of Myopathy, we performed Whole-genome-sequencing and Whole-exome-sequencing of Myopathy patients.

  Study JGAS000365

• Whole-exome-sequencing in Charcot-Marie-Tooth disease (CMT)

  To identify the genetic cause and modifiers of Charcot-Marie-Tooth disease (CMT), we performed Whole-exome-sequencing of CMT patients.

  Study JGAS000337

• Single cell transcriptome analysis of breast invasive carcinoma

  We performed single-cell RNA-seq of breast invasive ductal carcinoma to identify the expressional heterogeneity in Luminal subtype and HER2-positive subtype.

  Study JGAS000309

• Genome sequence comparison of human iPS cell lines

  We performed whole genome sequencing analysis on human iPSC lines to understand the impact of genetic variations on clonal epigenetic variations.

  Study JGAS000310

• Genotype data of Japanese

  Genotype data of the Japanese population (N=142) were collected at Osaka University. Genotyping was performed using Infinium Asian Screening Array (Illumina, USA).

  Study EGAS00001006950

• ImmunoAgeing_Colonies

  Using patterns of shared mutations between haematopoietic stem cells in 14 individuals with clonal haematpoiesis, we aim to determine the timing of somatic mutation acquisition.

  Study EGAS00001003933

• Tumor mutational landscape in individuals with CMMRD

  Whole exome sequencing data from the tumors (n=16) of individuals with constitutional mismatch repair deficiency. Data was aligned to GRCh38.

  Study EGAS50000000081

• Osteosarcoma_RNAseq

  We propose to definitively characterise the somatic genetics of Osteosarcoma cancer through generation of comprehensive catalogues of somatic mutations by high coverage genome and transcriptome sequencing.

  Study EGAS00001000615

• HiC data of human LCLs

  HiC data of human LCLs data in two cases with non-coding structural variants in the FOXG1 TAD. Both processed data and raw sequencing.

  Study EGAS50000001768

• Lung_Cancer_Whole_Genomes

  We propose to definitively characterise the somatic genetics of Lung cancer through generation of comprehensive catalogues of somatic mutations by high coverage genome sequencing.

  Study EGAS00001000148

• Fungal infection in neural tissue from Amyotrophic Lateral Sclerosis

  The study shows that fungus infection, isolated from neural tissue, can be a risk factor to develop Amyothophic lateral sclerosis (ALS).

  Study EGAS00001002473

• SFHS_pedigrees

  Deep (>25x mean coverage) whole genome sequencing on 5-10 families drawn from the Scottish Family Health Study with four or more children.

  Study EGAS00001000078

• BS-seq in plasma of CRC patients

  We performed whole genome bisulfite sequencing of plasma DNA in 11 colorectal cancer patients to study the colonic DNA in plasma.

  Study EGAS00001003117

• Vascularized human retinal organoids

  Single cell RNA sequencing of human retinal organoids that have been vascularized. Assesses the impact of vascularization on cell types and their gene expression.

  Study EGAS50000000828

• TOTHER3

  Patritumab deruxtecan in HER2-negative breast cancer: part B results of the window-of-opportunity SOLTI TOT-HER3 trial and biological determinants of early response

  Study EGAS50000000385

• Sequencing of cell-free DNA from breast cancer patients

  To assess the utility of high coverage whole genome sequencing analysis of cell-free DNA to detect tumour-specific genomic changes

  Study EGAS00001004960

• WGS_of_AML_during_PARPi_therapy

  We will require WGS on Illumina X10 machines of three samples, along with storage and computational power to perform the relevant analysis.

  Study EGAS00001002274

• NSCCG CRC GWAS data

  Genotype data from 7,281 individuals with colorectal cancer. Genotyped on the Illumina OncoArray. Data has not been quality controlled. Data provided in plink format

  Study EGAS00001005412

• Epigenomic data of Human muscle stem cell

  To profile the epigenomic landscape of Human muscle stem cell, ChIP-seq of histone marks , WGBS and RNA-seq data were generated.

  Study EGAS00001006159

• Epigenome-wide association study of cocaine use disorder in postmortem human brain tissue

  We aimed to identify cocaine use disorder associated DNA methylation alterations in the Brodmann Area 9 brain region.

  Study EGAS00001006826

• Spatial transcriptomics prostate cancer

  Spatial transcriptomic characterization of human fresh frozen prostate cancer and non-malignant regions from the same patient. 100 micron thick sections were made from the biopsies, adjacent to snRNA sequencing, and subjected to 10x Genomics Visium ST analysis.

  Dataset EGAD50000001634

• Short-read RNA-seq of doxycycline-inducible DUX4 human myoblast cell lines

  The dataset includes the short-read RNA sequencing data of DUX4i myoblasts (Clone-5 and Clone-7) with and without 16-hour DOX-treatment (n=1 in each condition).

  Dataset EGAD50000000719

• Phenytoin_case-control

  Genotype dataset from individuals diagnosed with phenytoin-induced Stevens-Johnson syndrome (SJS) or toxic epidermal necrolysis (TEN) and control individuals from the Thai population. DNA was extracted from whole blood, and SNP genotyping was performed using the Illumina HumanOmniExpressExome-8 v1.2 array.

  Dataset EGAD00010002790

• Peripheral blood DNA methylation data from CD patients prior to vedolizumab treatment from John Radcliffe Hospital

  DNA methylation validation data as obtained using the Illumina HumanMethylation EPIC BeadChip array (V1) on peripheral blood from CD patients at the John Radcliffe Hospital, Oxford, UK prior to vedolizumab treatment

  Dataset EGAD00010002652

• Peripheral blood DNA methylation data from CD patients prior to and during vedolizumab treatment from AmsterdamUMC

  Longitudinal DNA methylation discovery data as obtained using the Illumina HumanMethylation EPIC BeadChip array (V1) on peripheral blood from CD patients at the AmsterdamUMC prior to and during vedolizumab treatment

  Dataset EGAD00010002651

• Peripheral blood DNA methylation data from CD patients prior to ustekinumab treatment from John Radcliffe Hospital

  DNA methylation validation data as obtained using the Illumina HumanMethylation EPIC BeadChip array (V1) on peripheral blood from CD patients at the John Radcliffe Hospital, Oxford, UK prior to ustekinumab treatment

  Dataset EGAD00010002650

• Peripheral blood DNA methylation data from CD patients prior to and during ustekinumab treatment from AmsterdamUMC

  Longitudinal DNA methylation discovery data as obtained using the Illumina HumanMethylation EPIC BeadChip array (V1) on peripheral blood from CD patients at the AmsterdamUMC prior to and during ustekinumab treatment

  Dataset EGAD00010002649

• KASP1-22

  234 samples genotyped at 15 loci LGC Genomics, Hoddesden, UK using the PCR-based KASP assay (Semagn,e tal (2014). Single nucleotide polymorphism genotyping using Kompetitive Allele Specific PCR (KASP): overview of the technology and its application in crop improvement. Mol Breeding 33, 1–14.)

  Dataset EGAD00010001905

• scATAC-seq dataset of A cycling, progenitor-like cell population at the root of atypical teratoid rhabdoid tumor subtype differentiation trajectories

  Study describing the differentiation trajectory...

  Dataset EGAD00001015546

• scRNA-seq dataset of A cycling, progenitor-like cell population at the root of atypical teratoid rhabdoid tumor subtype differentiation trajectories

  Study describing the differentiation trajectory...

  Dataset EGAD00001015545

• Characterizing the tumor immune microenvironment of ependymomas using targeted gene expression profiles and RNA-sequencing the pros and cons

  RNA sequencing data of a collection of 6 pediatric ependymoma cases

  Dataset EGAD00001009301

• Breast Cancer TNBC Single-Cell RNA-Seq Dataset

  Single-cell RNA-Sequencing of five TNBC primary breast cancers from Wu et al. (2020) EMBO J study. Data was generated using the Chromium controller (10X Genomics) and sequenced on the NextSeq 500 platform.

  Dataset EGAD00001006981