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• This dataset includes FASTQ for single-nucleus RNA-seq of normal controls, and multiple system atrophy (MSA) or Parkinson's disease (PD) patients.

  The dataset includes more than 130k nuclei isolated using 10x Genomics Chromium Next GEM Single Cell 3' Reagent Kits v3.1. In total, 30 samples are included from 10 controls, 8 MSA (including one sample that was omitted during QC), or 12 PD patients. Samples were sequenced on Illumina Novaseq 6000 or NextSeq 550 instruments.

  Dataset EGAD50000002041

• snRNA-seq

  This dataset contains raw sequencing and processed data of single nuclei transcriptomes. The data were generated with 10x Chromium probe-based single-nucleus assay on FFPE tissues of 63 ST-EPN tumour resections. Raw data contain BAM (and BAM.BAI) files of the sequencing. Processed data contain aligned .h5 counts matrices as generated by 10x CellRanger for raw and filtered running options.

  Dataset EGAD50000001875

• TenK10K Phase 1: scRNA-seq AnnData objects

  Single cell RNA-sequencing data for PBMCs from the Tenk10k Phase 1 cohort (1925 individuals post-QC). Libraries were prepared using the 10x Genomics 3’ Chromium Next GEM Single Cell HT V3.1 kit and sequenced on the NovaSeq 6000 platform. Reads were mapped to the GRCh38 reference genome with Cellranger, and count matrices were preprocessed using Scanpy.

  Dataset EGAD50000002379

• Transcriptional profiles of Kleefstra syndrome (EHMT1 and EHMT2) and healthy fibroblasts

  This dataset contains FASTQ files from RNA sequencing (RNA-seq) of fibroblasts derived from a healthy donor (control), a patient with Kleefstra syndrome (KSP), and a patient carrying a pathogenic variant in EHMT2 (P2). Ribosomal RNA was removed using an RNase H–based depletion method, and strand-specific libraries were prepared for paired-end sequencing on the MGI DNBSEQ PE100 platform.

  Dataset EGAD50000002343

• 10X single-cell Multiome (RNA+ATAC) of bone marrow-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 6 donors were sequenced after sorting for primitive HSPCs in 5 libraries; each library comprises a single donor, except one with cells from 1 male and 1 female donor.

  Dataset EGAD50000002326

• WGS data from PASS-01 trial

  WGS data for pancreatic cancer samples (PASS-01 Trial; Knox et al., Journal of Clinical Oncology, 2025).  The dataset includes tumour and normal cram files sequenced on Illumina HiSeq/NovaSeq and aligned against GRCh38 (n=127 tumour/normal pairs)

  Dataset EGAD50000002309

• WTS data from PASS-01 trial

  WTS data for pancreatic cancer samples (PASS-01 Trial; Knox et al., Journal of Clinical Oncology, 2025).  The dataset includes tumour bam files sequenced on Illumina HiSeq/NovaSeq and aligned against GRCh38 (n=115 tumours)

  Dataset EGAD50000002308

• RNA-Seq for SF3B1 splicing signature

  This dataset includes exome-captured RNA-Seq made with exome v8 (Agilent) - library preparation on a MAGNIS XT-HS2 starting from 100ng of RNA. RNA has been extracted from lymphocytes cultures from 2 probands with SF3B1 mutations and 14 controls. All 16 RNA-Seq were sequenced on a single HighOutput flowcell 2x75bp (NextSeq550). Raw fastq files have between 20 and 30M paired-reads.

  Dataset EGAD50000002121

• STimage: Robust and interpretable prediction of gene markers and cell types from spatial transcriptomics data

  This dataset comprises raw sequencing data (FASTQ files) derived from 13 Formalin-Fixed Paraffin-Embedded (FFPE) melanoma tissue samples profiled using the 10x Genomics Visium platform. These spatially resolved transcriptomic profiles serve as the primary dataset for the STimage study, enabling the development and benchmarking of deep learning models that predict gene expression directly from H&E histology images.

  Dataset EGAD50000002172

• B cells (CD19) RNAseq dataset of JIA patients with known uveitis status.

  CLUSTER consortium RNA sequencing dataset from UK JIA patient cohort with documented uveitis status. Peripheral blood mononuclear cells (PBMCs) were isolated from blood samples and cryopreserved. Samples were subsequently thawed and flow-sorted for CD19+ B cells prior to RNA sequencing. Clinical metadata includes patient demographics and uveitis status at time of sampling.

  Dataset EGAD50000001616

• WGS dataset for Multimodal antigenic escape to GPRC5D-targeted T-cell engagers in multiple myeloma

  We analyzed the genome of plasma cells collected from bone marrow samples or plasmocytoma from patients prior to (when available) and progression on anti-GPRC5D T cell engagers. Dataset includes tumor and matched normal WGS data aligned to GRCh38.p14 in bam format, as well as tumor small variant and CNV calls.

  Dataset EGAD50000001643

• Raw data (FASTQ) and processed data (VCF) of 7 patient-derived Sézary Syndrome (SS) cells

  We profile the whole-transcriptome (bulk RNAseq) of 7 patient-derived Sézary Syndrome (SS) cells to identify expression patterns, functional programs and expressed gene mutations that may provide clues on new therapeutic options for SS patients. The libraries were sequenced on NextSeq500 (Illumina) with a paired-end read length of 2x75bp. Raw data (FASTQ) and obtained processed data (VCF) including all called raw variants are available.

  Dataset EGAD50000001646

• scRNA-seq data set for 13 AML patients

  This dataset includes single cell (sc)RNA-seq of N=13 AML patients. The dataset includes bam files that have been purged of reads mapping to cells where a majority of the reads from that cell mapped to the human genome. All scRNA-seq data were generated using the Chromium Next GEM Single Cell 5' Reagent Kits v2 (Dual Index) from 10X Genomics.

  Dataset EGAD50000001346

• RNAseq of paired FL and tFL samples

  This dataset contains RNA profiling of paired FL and tFL samples (n=11 pairs) sequenced by Illumina NextSeq500 instrument. Libraries used in this mRNA-seq dataset were prepared with QuantSeq FWD library preparation kit (Lexogen, Catalog Number: 015) with the addition of UMI module. RNAs used for library preparation were isolated from FFPE tissues using ALLPREP RNA/DNA FFPE kit (QIAGEN,Catalog number: 80234). Data are uploaded as FASTQ format.

  Dataset EGAD50000001384

• IgM VDJ repertoire sequencing of 3 healthy donors using 8 different PCR conditions

  Peripheral blood mononuclear cells (PBMCs) were sampled from 3 healthy donors to sequence IgM heavy chain V(D)J repertoire libraries. Libraries were generated by targeting IgM heavy chain V(D)Js with a 5’MTPX primerset and sequenced on an Illumina MiSeq machine. Each donor was sequenced 8 times, varying only PCR amplification conditions, for a total of 24 sequencing libraries and therefore 48 paired-end fastq files.

  Dataset EGAD50000001510

• Immunoglobulin Heavy-Chain locus in Multiple Sclerosis (n=4)

  Peripheral-blood or monocyte DNA from two healthy donors and two individuals with multiple sclerosis were sequenced on a PromethION-2 Solo (P2 Solo) instrument using R10.4.1 flow-cells and the Ultra-Long DNA Sequencing Kit (SQK-ULK114). For each participant we provide FASTQ reads (on-target), and haplotype-resolved assemblies of the complete IGH locus (~1.3 Mb) in FASTA format.

  Dataset EGAD50000001517

• Single-cell RNA-seq Libraries via 10x Genomics and Illumina NovaSeq

  This dataset contains single-cell RNA-seq libraries prepared using the Chromium Single Cell 5' Library & Gel Bead Kit v1.1 (10x Genomics). Cells were partitioned into nanoliter-scale GEMs for barcoding and reverse transcription, followed by amplification and purification of cDNAs. Libraries were sequenced on an Illumina NovaSeq 6000 using 150 bp paired-end reads, ensuring high-resolution transcriptomic profiling.

  Dataset EGAD50000001680

• Shallow whole genome sequencing DETECT samples

  Shallow whole genome sequencing of samples from the paper Beddowes et al. A large-scale retrospective study in metastatic breast cancer patients using circulating tumour DNA and machine learning to predict treatment outcome and progression-free survival. Mol. One 2025. This includes 1048 longitudinal plasma samples from 149 patients and 35 normals. Samples were sequenced with shallow whole genome sequencing for copy number estimation. All the files are single-end fastq files.

  Dataset EGAD50000001333

• Transcriptomic and chromatin accessibility profiling in T cells for the MTOR genetics paper.

  This submission contains raw ATAC and RNA sequencing data from human primary CD4+ and CD8+ T cells, either stimulated or unstimulated with anti-CD3/CD28 Dynabeads, from three healthy donors. It includes 24 paired-end FASTQ files consisting of 12 poly(A)-enriched RNA-seq samples and 12 ATAC-seq samples sequenced on the Illumina NextSeq 500 platform.

  Dataset EGAD50000001307

• scRNAseq of endothelial cells from human iPSC-derived kidney organoids transplanted in the coelomic cavity of chicken embryos compared to untransplanted controls

  This dataset includes scRNA-seq fastq files and Seurat counts and metadata for 6 samples of endothelial cells enriched from hiPSC-derived kidney organoids cultured in vitro or transplanted in chicken embryos. Samples were obtained at 2 timepoints: d7+13 (1 day after transplantation) and day 7+20 (8 days after transplantation).

  Dataset EGAD50000001555

• Sorted WGS for three samples

  This dataset contains Whole Genome Sequencing (WGS) data from two cell populations (myeloid and lymphoid) and the germline population sorted from a primary sample of the novel FOXF1/FENDRR ALL subtype. All the three samples are in bam file type.

  Dataset EGAD50000001792

• WGS for 21 samples

  This dataset contains whole-genome sequencing (WGS) data from 14 acute leukemia cases of the newly identified FOXF1/FENDRR ALL subtype, including diagnosis or relapse samples, as well as 7 matched germline samples. All the 21 samples are in bam file type.

  Dataset EGAD50000001790

• ATAC_TALL_t_14_16_translocation

  ATAC-sequence for patients with t(14;16) translocated T-ALL and control T-ALL patients

  Dataset EGAD50000001784

• MOSAIC Window Bladder Data

  This dataset will include Spatial Transcriptomics, Single-Cell RNA-Seq, Bulk RNA-Seq, Clinical data, WES, and H&E data from 15 Muscle-invasive Bladder Cancer patients, treated with upfront cystectomy. Researchers from private or public institutions outside the MOSAIC Consortium will be able to apply to access this data and, pending approval, use the data for their research.

  Dataset EGAD50000001251

• TIRE-seq_PDN

  TIRE-seq is a novel RNA sequencing method that integrates mRNA purification directly into library preparation, eliminating separate RNA extraction. The technique demonstrated utility across three biological applications, including capturing transcriptional changes in human T cells, identifying genes driving murine dendritic cell differentiation, and analyzing the dose-response effects of temozolomide on patient-derived neurospheres. With its simplified approach and high sequencing efficiency, TIRE-seq offers a cost-effective solution for large-scale gene expression studies.

  Dataset EGAD50000001261

• Anti-MPO BCR sequences described in 'Anti-myeloperoxidase IgM B cells in anti-neutrophil cytoplasmic antibody-associated vasculitis'

  FASTA files from quality-checked Sanger Sequencing results from BCR-specific PCR products. B cells from 4 different MPO+ AAV patients were single cell sorted and processed to sequence the specific BCR, resulting in 51, 175, 12 and 3 heavy chain BCR sequences for AAV1, 2, 3, and 5 respectively. Sequence names indicate patient ID and isotype (IgG, IgM or IgA).

  Dataset EGAD50000001112

• Whole-exome sequencing of tumor samples

  Whole exome sequencing of DNA samples from tumor samples of patients in the Neo-Pembro trial. For each patient, up to four samples were sequenced; one tumor biopsy at baseline, one tumor biopsy after induction chemotherapy, a tumor sample from resection material at cytoreductive surgery, and a reference normal DNA sample isolated from whole blood. DNA was obtained from fresh-frozen samples where possible, or formalin-fixed paraffin-embedded when no fresh-frozen sample was available.

  Dataset EGAD50000001150

• Whole-transcriptome sequencing of tumor samples

  Whole transcriptome sequencing of RNA samples from tumor samples of patients in the Neo-Pembro trial. For each patient, up to three samples were sequenced; one tumor biopsy at baseline, one tumor biopsy after induction chemotherapy, and a tumor sample from resection material at cytoreductive surgery. RNA was obtained from fresh-frozen samples where possible, or formalin-fixed paraffin-embedded when no fresh-frozen sample was available.

  Dataset EGAD50000001151

• WGS of thymic epithelial tumors and paired normal

  Among the 20 newly sequenced cases, we conducted additional whole-genome sequencing (WGS) on five out of eight CN-type thymomas, excluding three with low tumor cell fractions (< 0.1). Libraries for WGS were prepared using the TrueSeq DNA PCR-free Prep Kit following standard Illumina protocols.

  Dataset EGAD50000001160

• SAPCS 20 Blood RNA-seq from Prostate cancer patients.

  Raw RNA-seq reads (FASTQ format) and Mapped sequencing reads (BAM format) of 20 Prostate cancer patients in Southern African Prostate Cancer Study (SAPCS). Each patient exhibit different pathogenic variations. The Illumina RNA-sequencing is performed from Blood extraction (from QIAamp RNA Blood Mini Kit). rRNA was removed prior using SortMeRNA. STAR aligner program was used for mapping to human genome GRCh38.p14, resulting in an average genome coverage of 9x.

  Dataset EGAD50000000982

• Dataset of Sarcopenia HNSCC

  For this study, we compared the transcriptome of samples exposed to the influence of the FaDu cells (N=6) vs in the control condition (N=2). Muscle fragments were collected intraoperatively from patients with HNSCCs (N=9). The collection of these samples was made possible as part of an ancillary study linked to the Magnolia clinical trial (NCT 04842162). These fragments most often came from the sternocleidomastoid muscle.

  Dataset EGAD50000000944

• Clinical and demographics data from IMvigor210, IMvigor211, IMvigor130 and IMvigor010

  Clinical data include demographics (gender, race), specimen type (primary vs. metastatic), tract (upper vs. lower), liver metastasis status, PD-L1 IHC, tumor mutation burden, CD8 T cell infiltration status, neutrophil enrichment score, treatment arm, objective response rate, overall survival and progression free survival, and ctDNA status (IMvigor010 only) for 2803 patients across the four IMvigor trials.

  Dataset EGAD50000001101

• Dataset for WGS and RNA samples of acute myeloid leukemia with MNX1 expression (non-hipo)

  This dataset contains 115 samples of WGS, ATAC, 4C and RNAseq samples of patients with acute myeloid leukemia. The sequencing was performed on Illumina HiSeq 4000, 2000 and HiSeq X using Illumina TruSeq Nano DNA and Agilent Strand Specific RNA Kits. The sequencing was always paired.

  Dataset EGAD50000001097

• WGA_Fulani_Database

  In total, 329 DNA samples were genotyped on the Illumina Infinium H3Africa Consortium array (designed for 2,271,503 SNPs; using BeadChip type: H3Africa_2019_20037295_B1). Genotyping was performed at the SNP&SEQ Technology Platform (NGI/SciLifeLab Genomics, Sweden). WGA Fulani dataset includes individuals from the following populations: 33 BurkinaFaso_FulaniBanfora, 32 BurkinaFaso_FulaniTindangou, 33 Mali_FulaniDiafarabe, 35 Cameroon_FulaniTcheboua, 34 Chad_FulaniBongor, 24 Chad_FulaniLinia, 25 Niger_FulaniAbalak, 32 Niger_FulaniAder, 31 Niger_FulaniDiffa, 20 Niger_FulaniBalatungur, and 30 Niger_FulaniZinder.

  Dataset EGAD50000000654

• scRNAseq of co-culture of human organoids with polarized pro-inflammatory or anti-inflammatory macrophages

  In order to know if the mechanisms we identified in mice – demonstrating that macrophages are able to orchestrate the intestinal regenerative process – are conserved in humans we develop a co-culture system with human intestinal organoids and human polarized macrophages. We co-culture human organoids with pro-inflammatory or anti-inflammatory macrophages for 48h. On day 3 cells were collected to perform single cell RNA sequencing.

  Dataset EGAD50000000675

• DNA methylation changes associated with hyperglycemia in type 1 diabetes

  This dataset includes DNA methylation profiles from 112 young with Type 1 Diabetes (T1D) at T1D diagnosis, who were longitudinally monitored for hyperglycemia over an average duration of 3 years. These datasets were generated using whole-genome bisulfite sequencing. It includes 1872 fastq files (i.e. 936 paired-end fastq files) generated through 150 bp paired-end sequencing on Illumina HiSeqX.

  Dataset EGAD50000000545

• Genetic subtyping by Whole Exome Sequencing across Diffuse Large B Cell Lymphoma and Plasmablastic Lymphoma.

  Whole exome sequencing was performed from 108 Diffuse Large B Cell Lymphoma cases. A library containing whole exome regions was used to isolate the DNA for sequencing (SureSelect XT Human All Exon V6 (Agilent technologies)). Sequencing on a NovaSeq 6000 instrument (Illumina, paired end, 2x100, mean 566Gb per FlowCell) was performed.

  Dataset EGAD50000000546

• RNAseq data

  Bulk RNAseq data for IMbrave151 (N = 96), including raw counts, transcript per million (TPM), and voom transformed values.

  Dataset EGAD50000000568

• Ischemia Reperfusion Responses in Human Lung Transplants at the Single Cell Resolution

  Ischemia reperfusion is an unavoidable step of organ transplantation. Development of therapeutics for lung injury during transplantation has proved challenging; understanding lung injury from human data at the single cell resolution is required to accelerate the development of therapeutics. Donor lung biopsies from six human lung transplant cases were collected at the end of cold preservation and 2-hour reperfusion and underwent single cell RNA sequencing.

  Dataset EGAD50000000704

• MCRI-WEHI GRREAT Ataxia Sequencing Cohort

  This study evaluated the effectiveness of long- and short-read sequencing as diagnostic tools for CA. We recruited 110 individuals (48 females, 62 males) with a clinical diagnosis of CA. Short-read genome sequencing (SR-GS) was performed to identify pathogenic RE and also non-RE variants in 356 genes associated with CA. Long-read adaptive sequencing (LR-AS) was performed to identify pathogenic RE in 67 genes.

  Dataset EGAD50000000815

• CITE-seq AdaptNK

  CITEseq was performed as outlined in Biolegend ‘TotalSeqTM-A Antibodies and Cell Hashing with 10x Single Cell 3' Reagent Kit v3 3.1 Protocol’ with minor modifications, using Biolegend oligo-conjugated antibodies and streptavidin TotalSeq reagents. Briefly, ADAPT-NK cells were stained with CD56-biotin mAb (Miltenyi, clone REA196), followed by TotalSeq antibodies and streptavidin-PE and Live/Dead Aqua (Invitrogen). Cells were subsequently sorted for viable CD56+ cells by flow cytometry.

  Dataset EGAD50000000329

• WES and RNAseq dataset

  This dataset includes WES and RNAseq for 7 patients with metastatic melanoma (4), non-small cell lung adenocarcnioma (1), cervix adenocarcinoma (1), and Epidermoid nasophaeyngeal carcinoma (1), enrolled in phase I clinical trials (NCT03475134m NCT04643574 and NCT05195619). WES was performed on matched cancer and healthy tissues, whereas RNAseq was performed on cancer tissues, using Illumina HiSeq 4000/6000 and Illumina NextSeq 500/550 systems.

  Dataset EGAD50000000337

• BCR sequences and metadata for cultured single B-cell clones from blood

  The dataset contains VDJ sequences in FASTA format, the same sequences run through IMGT/HighV-QUEST (tsv file) and accompanying metadata (csv file) including antigen specificity (transglutaminase 2-specific or other). The data was generated from cultured single B-cell clones from the peripheral blood of four untreated celiac disease patients. Sequences were obtained by a nested RT-PCR approach targeting the immunoglobulin chains followed by Sanger sequencing.

  Dataset EGAD50000000343

• CRC cell line RNA-seq

  RNA-Seq data for C32, CACO2, CL11, HT29, SW403, SW948 MSS CRC cell lines and HCEC-1CT normal colon cell line

  Dataset EGAD50000000297

• CRC cell line ATAC-seq

  ATAC-Seq data for C32, CACO2, CL11, HT29, SW403, SW480, SW948 MSS CRC cell lines, and HCEC-1CT normal colon cell line

  Dataset EGAD50000000296

• Papua New Guinean Lowlanders dataset

  The Papua New Guinean Lowlanders dataset includes 41 whole genome sequences for Papua New Guinean individuals sampled in Daru. DNA was extracted from saliva samples (Oragen kit). Sequencing libraries were prepared using the TruSeq DNA PCR-Free HT kit. 150 bp paired-end sequencing was performed on the Illumina HiSeq X5 sequencer. The PGAP dataset provides Fastq, mapped cram files (GRCh38) and phenotype measurements.

  Dataset EGAD50000000050

• genotyped_bacterial_meningitis

  This study includes 1146 samples of host genotyping data (genotyped) from Illumina Omni arrays. Samples were collected from adults (&gt;16 yrs) patients with CSF confirmed bacterial meningitis in the Netherlands between 2006 and 2015. Metadata includes patient outcome, species of bacteria, and for 467 samples a link to an ENA run with the associated bacterial genome (S. pneumoniae only).

  Dataset EGAD00010002328

• ISA Nutrition 2015

  Comprehensive data on lifestyle-related modifiable factors, sociodemographic, anthropometric, economic, biochemical, and genetic markers related to the occurrence of cardiometabolic diseases as part of the observational cross-sectional survey (2015 Health Survey of Sao Paulo with Focus on Nutrition (2015 ISA-Nutrition), a population-based study. Data of 805218 SNPs for 841 individuals was genotyped using the Axioma 2.0 Precision Medicine Research Array in the Thermo Fisher Scientific laboratory (Affymetrix Inc, Santa Clara, CA).

  Dataset EGAD00010002678

• Epigenome-wide association study of asthma remission in whole blood and nasal epithelium

  Clinical remission (ClinR) was defined as the absence of asthma symptoms and medication for at least 12 months, and complete remission (ComR) was defined as ClinR with normal lung function and absence of airway hyperresponsiveness. We analyzed differential DNA methylation of ClinR and ComR comparing to persistent asthma (PersA) in whole blood samples (n=72) and nasal brushing samples (n=97) in a longitudinal cohort of well characterized asthma patients.

  Dataset EGAD00010002026

• Blastic plasmacytoid dendritic cell neoplasm (BPDCN)_cases

  Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare hematologic malignancy that is most similar in expression profiles to plasmacytoid dendritic cells. However, patients often exhibit features of AML and can progress to AML. In this project, we will determine the differentially and commonly expressed genes between BPDCN and AML specimens. Available BPDCN and TET2-mutated AML specimens were taken for transcriptome microarray analysis.

  Dataset EGAD00010001727