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• The scRNA dataset for TIGIT in MCL with CART

  We collected longitudinal samples from 15 patients with MCL at various clinical time points before and after CAT-T therapy brexucabtagene autoleucel (BA) infusion. The patients were grouped into three categories based on their clinical responses after BA treatment: 1) responsive (n = 9), 2) relapsed (n = 5), and 3) refractory (n = 1). All patients in category #1 and #2 had initially attained a complete response (CR) after BA therapy. The responsive group maintained CR with no relapse at the time of last follow up, while the relapsed group achieved initial CR but eventually relapsed. The 10x Chromium™ Single-Cell 5′ Reagent Kit v2 (PN-1000190, 10x GENOMICS) and Chromium Single-Cell Human TCR amplification Kit (PN-1000252, 10x GENOMICS) were used to perform single-cell separation, cDNA amplification, and library construction for gene expression and TCR repertoire following the manufacturer’s guidelines. Thirty-nine samples passed quality control and underwent single-cell transcriptome profiling with simultaneous single-cell T-cell receptor (TCR) repertoire analysis.

  Dataset EGAD00001010180

• NEOPREDICT-Lung: longitudinal whole exome sequencing of non-small cell lung cancers under immunotherapy

  In 43 patients pretreatment tumor biopsies, resected tumors and normal tissue of sufficient quality and quantity were obtained to longitudinally explore the mutational profiles of a comprehensive set of cancer-related genes. For tumor samples, one to four FFPE sections (10 µm thickness, number depending on sample size) were lysed for genomic DNA isolation. Isolation was performed semi-automatically on the Maxwell purification system (Maxwell RSC DNA FFPE Kit, AS1450, Promega) as specified by the manufacturer. DNA was eluted in 50 µl RNase-free water and quantified fluorescently for library preparation using a Qubit 2.0 fluorometer (Life Technology) with its appertaining DNA broad-range assay. Corresponding normal DNA was isolated from blood or PBMCs using routinely available QIAGEN technology. DNA was stored at -20°C before use. Whole-exome sequencing (WES) was performed using the Twist Human Core + RefSeq + Mitochondrial Panel (Twist Bioscience), and 2 x 100 bp fragment sizes were sequenced using a NovaSeq6000 (Illumina). Demultiplexing of sequenced reads was achieved using bcl2fastq (version 2.2).

  Dataset EGAD00001015362

• A developmental cell atlas of the human thyroid gland - RNA

  The thyroid gland produces hormones essential for health from embryogenesis to adulthood. Thyroid disorders, including congenital hypothyroidism and thyroid carcinoma, are prevalent and pose significant health challenges. Congenital hypothyroidism often results from thyroid dysgenesis or impaired hormone synthesis, is particularly prevalent in trisomy 21 (T21), while thyroid carcinoma is the most frequent endocrine malignancy, affecting both paediatric and adult populations. Understanding the molecular basis of these conditions requires deeper insights into fetal thyroid development. We generated a spatiotemporal atlas of the human thyroid during early pregnancy, revealing key cell types, including hormone-producing thyrocytes. Thyroid follicular cells are heterogeneous, with two functional cell states (fTFC1, fTFC2) that persist into adulthood, with fTFC2 characterised by elevated PAX8 expression. We demonstrated that T21 thyroids displayed dysgenesis with disrupted follicular morphology, and altered extracellular matrix interactions, and that the fTFC2 signature was enriched in paediatric papillary thyroid cancer compared to adults. These findings uncover thyrocyte heterogeneity across the lifespan, advancing understanding of thyroid development and disease.

  Dataset EGAD00001015448

• Whole-genome sequence data for The interface of malignant and immunologic clonal dynamics in high-grade serous ovarian cancer

  Each tumor sample was cut into three pieces, yielding two end-pieces for cryovials and a middle portion placed in 10% buffered formalin. End pieces were homogenized manually and with a paddle blender (Stomacher). All paraffin-embedded blocks, including formalin-fixed tumor samples and molecular-fixed fallopian tubes, were sectioned and stained with hematoxylin and eosin prior to expert histopathological review to confirm the presence of high grade serous carcinoma. Homogenized end pieces were then flash frozen and later used for WGS. For all tumor and matched normal (peripheral blood) samples, DNA was extracted with the Qiagen AllPrep DNA/RNA kit (tumor samples from patients 25,26,28-32) or the Qiagen Blood and Tissue Extraction Kit (tumor samples from patients 1-4,7,9-17, and all blood samples). For all tumor and normal samples, DNA extraction was followed by library construction and sequencing using Illumina HiSeq2500 whole genome shotgun v4 chemistry with paired-end 125bp reads.

  Dataset EGAD00001003984

• Mechanisms of patient response to Dabrafenib in Melanoma

  Samples will be from the BRF113683 (BREAK-3) study which is a Phase III Randomized, Open-label Study Comparing GSK2118436 to Dacarbazine (DTIC) in Previously Untreated Subjects With BRAF Mutation Positive Advanced (Stage III) or Metastatic (Stage IV) Melanoma (n=250 enrolled)*NGS [Agilent capture (Sanger V2 panel): 360 genes and 20 gene fusions; Illumina HiSEQ Sequencing]*CNV: [via NGS or Affy SNP 6.0 or Illumina Omni (TBD)]Bioinformatics: Analysis will be performed using core Sanger informatics pipelines similar to those previously described (Papaemmanuil E et al. (2013) Blood. 22:3616 -3627). Briefly, copy number analysis will be performed using the ASCAT algorithm, and base substitutions, small insertions and deletions using the CAVEMAN and Pindel algorithms, respectively. Statistical approaches including generalized linear models will be used to predict clinical variables such as maximum clinical response and duration of response using genetic data. Sanger and EBI to conduct analysis; Raw data and correlation with clinical endpoints to be analyzed by both EBI/Sanger and GSK (unique pipeline analyses to increase call confidence)

  Dataset EGAD00001001375

• Direct transcriptional consequences of somatic mutation in breast cancer

  The disordered transcriptomes of cancer encompass direct effects of somatic mutation on transcription; co-ordinated secondary alterations in transcriptional pathways; and increased transcriptional noise. To catalogue the rules governing how somatic mutation Overall, 59% of 6980 exonic substitutions were expressed. Compared to other classes, nonsense mutations showed lower expression levels than expected with patterns characteristic of nonsense-mediated decay. 14% of 4234 genomic rearrangements caused transcriptional abnormalities, including exon skips, exon reusage, fusion transcripts and premature poly-adenylation. We found productive, stable transcription from sense-to-antisense gene fusions and gene-to-intergenic rearrangements, suggesting that these mutation classes may drive more transcriptional disruption than previously suspected. Systematic integration of transcriptome with genome data therefore reveals the rules by which transcriptional machinery interprets somatic mutation.

  Dataset EGAD00001002237

• EGAD00010000766

  We have established a mechanism for the collection of postal DNA samples from consenting National Joint Registry for England and Wales (NJR) patients and have carried out genotyping genome-wide in 903 patients with the condition Developmental Dysplasia of the Hip (DDH) on the Illumina CoreExome array

  Dataset EGAD00010000766

• Tcells_CD_scRNAseq

  This set features unfiltered, aligned, UMI-based single cell RNA sequencing count data for 5290 Blood, intraepithelial ileum (IEL) and lamina propria ileum (LPL) T cells from Crohn's disease patients as published in Uniken Venema et al, Gastroenterology 2019

  Dataset EGAD00010001649

• Whole-exome sequencing and microRNA profiling predicted relapse risk of stage I lung adenocarcinomas for the study and all the datasets.

  This dataset contains CEL files and rma normalized expression value for microarray of stage I lung adenocarcinomas from Asian patients. In total, there are 69 patients and 138 samples, including 69 tumor samples and 69 adjacent normal samples.

  Dataset EGAD00010001901

• methylation_bc_buccal

  Raw methylation data from buccal samples in individuals with breast cancer.

  Dataset EGAD00010002082

• methylation_ctrl_buccal

  Raw methylation data from cervical samples in controls.

  Dataset EGAD00010002080

• methylation_ctrl_cervix

  Raw methylation data from cervical samples in controls.

  Dataset EGAD00010002079

• ChIP-seq ERa in primary breast cancer tissues

  ChIP-seq has been perfomed on 5 tumor fresh-frozen primary breast cancer tissues from female patients. Immunoprecipitation has been performed for ERa (SC-543, Santa Cruz). Raw single-end fastq data have been aligned using bwa-mem using Hg19 genome assebly as reference. Unfiltered aligment bam files are provided.

  Dataset EGAD50000000014

• Single-cell RNA-sequencing of peritoneal fluid from patients with achalasia

  The data published here contains single-cell RNA-sequencing (scRNAseq) data as obtained using the 3' scRNAseq using Chromium Single Cell 3’ Reagent from 10X Genomics on peritoneal fluid (PF) from patients with achalasia. Sequencing was performed in a paired-ended fashion on the NovaSeq6000.

  Dataset EGAD50000000251

• University of Bergen Rare Monogenic Autoimmune Syndrome (APS-1) Data Access Committee

  This is the DAC appointed by the University of Bergen for the datasets related to the study of APS-1 in the Department of Clinical Sciences . These data are from single cell transcriptomic analysis of expanded Tregs from patients with the rare monogenic autoimmune syndrome “APS-1” compared to healthy donors.

  Dac EGAC50000000081

• Exome sequencing for heterogeneity and evolution of DNA mutation rates

  Dataset comprising 27 pairs of high-depth (300x) WES results obtained from 54 PDXs derived from primary CRCs resected synchronously with their corresponding metastases. These exoms sequences are part of a larger study on the heterogeneity and evolution of DNA mutation rates in microsatellite-stable colorectal cancer.

  Dataset EGAD50000000208

• Whole exome sequencing of preneoplasia lung adenocarcinoma

  Multi-region exome sequencing of 271 pulmonary nodules and matched adjacent lung tissue including lung preneoplasia atypical adenomatous hyperplasia (AAH, N=49), adenocarcinoma in situ (AIS, N=42), minimally invasive adenocarcinoma (MIA, N=37), invasive lung adenocarcinoma (ADC, N=86) and adjacent lung tissues (Normal, N=57).

  Dataset EGAD50000000397

• Tumor heterogeneity and immune-evasive microenvironment in T follicular helper cell lymphomas

  Single-cell analysis data for tumor and immune cells from lymph node and peripheral blood samples of 14 patients with T follicular helper cell lymphomas

  Study EGAS50000000275

• Somatic Mutations in Variant and IGHV4-34 Expressing Hairy Cell Leukemia

  To understand the genetic mechanisms driving variant and IGHV4-34 expressing hairy-cell leukemia, we performed whole exome sequencing of tumor/normal pairs from ten patients.

  Study phs000671

• Tumor heterogeneity and acquired drug resistance in FGFR2 fusion-positive cholangiocarcinoma through rapid research autopsy

  Whole exome sequencing was performed on blood and tumor specimens (collected from biopsy or rapid research autopsy) from a patient with FGFR2 fusion positive cholangiocarcinoma.

  Study phs001830

• ctDNA diva aggregate data

  ctDNA biomarker and relevant clinical data for divarasib phase I GO42144 study, including tumor type, KRAS G12C mutation detectability in plasma at baseline, baseline SLD, sites of metastasis, lines of therapy, best response, confirmed best response, PFS, ctDNA tumor fraction and KRAS G12C VAF at baseline/C1D15/C3D1.

  Dataset EGAD50000000454

• IMSGC and MultipleMS project MS patients from Germany, Mainz

  Genotype and phenotype data on 301 MS patients from Germany, Mainz. All individuals were whole-genome genotyped on the Illumina Global Screening Array and files are provided in plink2 format (pgen / pvar / psam files). Provided phenotypes are sex, year of birth, age and Age Related Multiple Sclerosis Severity (ARMSS) score.

  Dataset EGAD00010002484

• IMSGC and MultipleMS project MS patients from Italy, OSR

  Genotype and phenotype data on 538 MS patients from Italy, OSR. All individuals were whole-genome genotyped on the Illumina Global Screening Array and files are provided in plink2 format (pgen / pvar / psam files). Provided phenotypes are sex, year of birth, age and Age Related Multiple Sclerosis Severity (ARMSS) score.

  Dataset EGAD00010002486

• IMSGC and MultipleMS project MS patients from Germany, TUM

  Genotype and phenotype data on 683 MS patients from Germany, TUM. All individuals were whole-genome genotyped on the Illumina Global Screening Array and files are provided in plink2 format (pgen / pvar / psam files). Provided phenotypes are sex, year of birth, age and Age Related Multiple Sclerosis Severity (ARMSS) score.

  Dataset EGAD00010002489

• IMSGC and MultipleMS project MS patients from Italy, Piedmont

  Genotype and phenotype data on 1067 MS patients from Italy, Piedmont. All individuals were whole-genome genotyped on the Illumina Global Screening Array and files are provided in plink2 format (pgen / pvar / psam files). Provided phenotypes are sex, year of birth, age and Age Related Multiple Sclerosis Severity (ARMSS) score.

  Dataset EGAD00010002490

• ERa ChIP-seq in breast healthy, primary cancer and metastatic tissues

  ChIP-seq has been perfomed on fresh-frozen tissue derived from healthy breast (HB), primary breast cancer (PB), BCa-derived liver metastasis (LM). Immunoprecipitation has been performed for ERa (sc-542, SantaCruz). Raw paired-end fastq.gz files are provided for both immunoprecipitated DNA and input samples.

  Dataset EGAD50000000642

• Prognostic whole-genome and transcriptome signatures in colorectal cancers

  This dataset consists of RNA-seq CRAM raw-data files of 1063 primary colorectal cancer and 120 adjacent normal tissue samples. The expression profiles for these samples can be found at the ArrayExpress with accession number E-MTAB-12862.

  Dataset EGAD50000000169

• Test dataset from FEGA Spain

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  Dataset EGAD50000000786

• Distinct immune cell infiltration patterns in pancreatic ductal adenocarcinoma (PDAC) exhibit divergent immune cell selection and immunosuppressive mechanisms

  To elucidate the heterogeneity of tumour immune cell infiltration, we performed single cell RNAseq sequencing on CD45+ cells enriched from matched fresh tumour tissue following surgical resection of 12 treatment-naïve patients and matched PBMCs.

  Dataset EGAD50000001008

• DAC of the 300BCG ATAC-seq data

  To investigate human population variation of trained immunity, we immunized healthy individuals with Bacillus Calmette-Guérin (BCG). This live attenuated vaccine induces not only an adaptive immune response against tuberculosis, but also triggers innate immune activation and memory. We established personal chromatin accessibility maps over a time course of BCG vaccination in 323 individuals using ATAC-seq.

  Dac EGAC50000000056

• Targeted deep sequencing data of 386 T-ALL patients

  Targeted deep sequencing data of 386 T-ALL patients in several high-risk T-ALL genes. Samples were prepared according to Agilent's HaloPlex HS Target Enrichment Protocol and sequenced as 75bp paired-end reads. Data is available as paired-end FASTQ files for each sample.

  Dataset EGAD50000001168

• RNA-Seq of non-canonical t(7;12) AML

  We performed WGS on AutoMACS-separated BM leukemic blasts (CD34 + CD33+) to characterize the breakpoint and genes involved in the translocation. Additionally, we performed RNA-seq of the bone marrow blast cells to explore the functional consequences of the t(7;12) translocation

  Dataset EGAD50000000268

• Paired-end RNA-seq analysis of the 3D evolution of glioma cell populations. Part 1.

  Dataset includes 160 double-stranded RNAseq libraries collected from 16 patients with adult diffuse glioma. The majority of these samples were spatially-mapped during sample collection, enabling the genomic information derived from them to be mapped in 3D space.

  Dataset EGAD00001005222

• MDACC Lymphoma & Myeloma scRNAseq of Plasma Cells in Multiple Myeloma

  FastQ files from Chromium single cell 5' gene expression and B-cell receptor sequencing of plasma cells from patients diagnosed with a monoclonal gammopathy of the multiple myeloma spectrum, including the precursor stages MGUS (n =13) and SMM (n = 22); newly diagnosed (n = 17); relapsed (n = 15); and plasma cell leukemia (n = 2); and 3 controls.

  Dac EGAC50000000271

• Sahel Data Access Committee

  Genome-wide genotype array data of Fulani populations presented in Fortes-Lima et al. 2025. Citation: Population History and Admixture of the Fulani People from the Sahel. Cesar A. Fortes-Lima, Mame Y. Diallo, Václav Janoušek, Viktor Černý, and Carina M. Schlebusch. American Journal of Human Genetics 112(2), February 6, 2025. doi: https://doi.org/10.1016/j.ajhg.2024.12.015

  Dac EGAC50000000290

• Immunophenotype data for a subset of NSCLC cases in OAK

  The investigators would like to correlate NGS data from OAK to immunophenotype designation performed manually based on a panCK/CD8 immunohistochemistry stain for a subset of squamous cell carcinomas.

  Dataset EGAD50000001253

• CHIP panel sequencing of rheumatoid arthritis patients

  Targeted NGS sequencing data (bam and index files aligned to hg38) a total of 573 newly diagnosed, untreated RA patients and 163 healthy controls. The sequencing panel included 65 genes recurrently mutated in myeloid malignancies, to capture clonal hematopoiesis of indeterminate potential (CHIP) mutations. The median target coverage was 1700x across samples.

  Dataset EGAD50000001300

• Cell-free DNA methylation profiling of sepsis patients

  This data set contains paired-end NGS files (in FASTQ format) generated from a methylation profiling experiment of cell-free DNA derived from the plasma of sepsis patients and healthy controls. Methylation profiling was performed using the TET-assisted pyridine borane sequencing (TAPS) protocol.

  Dataset EGAD50000001505

• Targeted DNA sequence

  Targeted DNA sequencing files that were used in our study. The cohort was composed of 36 cases of tumor-only targeted DNA sequencing data. All files are UMI processed. The panel is designed with Agilent Sure Select and the sequence was performed using DNBSEQ sequencer.

  Dataset EGAD50000000972

• RNA bulk sequencing on organoids from different organs with or without TS2/16 antibody

  RNA bulk sequencing on organoids from colon, ileum, jejunum, duodenum and pancreas duct with or without TS2/16 antibody. Also there is difference in extracellular matrix used, BME vs Colagen.

  Dataset EGAD50000001606

• ABHD11 Autoimmunity Study DAC

  This DAC oversees controlled access to human RNA-seq data generated as part of the project “ABHD11 inhibition and T cell function in autoimmunity” at Swansea University. The DAC will evaluate and approve access requests based on scientific merit and alignment with participant consent. Data requests will be considered from academic researchers and healthcare professionals working on immunology or autoimmunity.

  Dac EGAC50000000750

• GCP Challenges in Hepatology

  raw RNAseq data from blood plasma of patients diagnosed with liver disease. Total RNA libraries were prepared using the SMARTer Stranded Total RNA-Seq-Kit v3 - Pico Input Mammalian (Takara Bio). Libraries were paired-end sequenced (2x100) o a NovaSeq 6000 instrument using NovaSeq S2 or S1 kit (Illumina).

  Dataset EGAD50000000775

• WES dataset used for the study "Longitudinal Multi-Omics Study Reveals Molecular Drivers and Tumor Microenvironment in Extramedullary Multiple Myeloma"

  This dataset contains 72 paired fastq files of raw Whole exome sequencing data from 14 patients with Extramedullary myeloma, 8 paired samples from the same patients at the time of Newly diagnosed myeloma, and the corresponding normal samples

  Dataset EGAD50000000052

• Building a Database of Genomic Structural Variants in Japanese population

  Purified genomic DNA was purchased from Japanese B cell DNA bank; We sequenced those genomic DNAs using PacBio and 10X Genomics sequencing technologies, and analyzed genomic structural variations.

  Study JGAS000173

• Genomic Structural Variants in Japanese Malignant mesothelioma patients

  We extracted genomic DNAs from established mesothelioma cell lines from Japanese malignant mesothelioma patients. We sequenced those genomic DNAs using 10X Genomics sequencing technologies, and analyzed genomic structural variations.

  Study JGAS000176

• Building a Database of Genomic Structural Variants in Japanese population

  Purified genomic DNA was purchased from Japanese B cell DNA bank; We sequenced those genomic DNAs using PacBio Sequel and Sequel II and analyzed genomic structural variations.

  Study JGAS000286

• Single-cell genotype-to-phenotype mapping via co-capture of DNA mutations and mRNA transcripts

  We developed single-cell Genotype-to-Phenotype sequencing (scG2P) for high-throughput, highly-multiplexed, single-cell joint capture of recurrently mutated genomic regions and mRNA phenotypic markers in cells or nuclei isolated from solid tissues. We applied scG2P to aged esophagus samples from five individuals with high alcohol and tobacco exposure.

  Dac EGAC50000000833

• Liquid biopsy-based minimal residual disease monitoring for early risk stratification and decision-making in advanced non-small cell lung cancer - DEDICATION co-hort

  Liquid biopsies generated for minimal residual disease monitoring of non-small cell lung cancer. Ultra deep targeted sequencing of lung cancer related genes with UMIs. This dataset contains the dedication cohort

  Dataset EGAD50000002230

• Liquid biopsy-based minimal residual disease monitoring for early risk stratification and decision-making in advanced non-small cell lung cancer - Biobank co-hort

  Liquid biopsies generated for minimal residual disease monitoring of advanced non-small cell lung cancer. Ultra deep targeted sequencing of lung cancer specific genes, with UMIs. This dataset consists of the biobank cohort

  Dataset EGAD50000002231

• Whole genome sequencing identified biomarker of response to PD1 blockade in Natural-killer/T-cell lymphoma

  WGS data of 13 and TCS data of 8 NKTCL patients. Significant association of PD-L1 rearrangements with objective response to anti-PD1 (pembrolizumab).

  Study EGAS00001002420