Project description:Cancer cells display highly heterogeneous and plastic states in glioblastoma, an incurable brain tumour. However, how these malignant states arise and whether they follow defined cellular trajectories across tumours is poorly understood. Here, we generated a deep single cell and spatial multi-omic atlas of human glioblastoma that pairs transcriptomic, epigenomic and genomic profiling of 12 tumours across multiple regions. Please cite De Jong et al., bioRxiv 2025 upon use. This submission contains the Cell Ranger ARC processed outputs from single nuclei joint transcriptome- and chromatin accessibility-sequencing (10x Genomics) for each multiome reaction generated as part of the GBM-space atlas. See README_cellranger_arc.md We also provide processed and annotated 10x multiome snRNA-seq and snATAC-seq objects across the dataset. See GBM_space_snRNA_README.md and GBM_space_ATAC_filtered_peaks_README.md respectively. Finally, we provide metacell-level aggregated snRNA-seq expression and snATAC-seq gene-activity scores derived from our GBM-space atlas, used for the epigenetic plasticity analysis in Saraswat M et al., bioRxiv 2025. See README_metacell.md.
Project description:Col-0 and Van-0 total RNA were mixed at 1:1. Total RNA also extracted from F1 hybrid samples from Col x Van and Van x Col. PolyA RNA were purified and double-strand cDNA were synthesized, followed by bioprime random labeling. A total of 16ug labelled products were hybridized to AtSNPtile1. cis regulatory effect was identified as allele specific expression in F1 hybrids. Composite trans regulatory effect was detected as deviation between parental expression and F1 hybrids expression.
Project description:CTCF ChIP-seq of 39 primary samples derived from human acute leukemias, namely AML, T-ALL and mixed myeloid/lymphoid leukemias with CpG Island Methylator Phenotype (CIMP). Due to patient confidentiality considerations, the raw data files for this dataset have been deposited to the EGA controlled-access archive under the accession numbers EGAS00001007094 (study); EGAD00001011059 (dataset).
Project description:H3K27ac ChIP-seq of 79 primary samples derived from human acute leukemias, namely AML, T-ALL and mixed myeloid/lymphoid leukemias with CpG Island Methylator Phenotype (CIMP). In addition, 4 samples derived from CD34+ cord blood cells of healthy donors were included. Due to patient confidentiality considerations, the raw data files for this dataset have been deposited to the EGA controlled-access archive under the accession numbers EGAS00001007094 (study); EGAD00001011060 (dataset).
Project description:Embryonic genome activation (EGA) marks the onset of embryonic program and enables the transition toward the first lineage specification. However, the molecular features of EGA and the transcription factors (TFs) orchestrating this process remain unclear. Here, by performing single-cell RNA-seq on bovine embryos, we reveal that major EGA is asynchronously initiated among blastomeres at the 8-cell stage. Integrative analyses reveal distinctive protein accumulation compared to transcription and translation activation during bovine EGA. Furthermore, we investigate the role of SP1, a TF activated at the minor EGA stage, with motifs enriched in accessible chromatin during major EGA stage in bovine and human embryos. SP1 deficiency leads to morula arrest in bovine and impairs EGA in human embryos. Multi-omics analysis demonstrates that SP1 promotes early lineage gene expression by modulating nearby chromatin states in bovine and directly targets key EGA genes in human embryos. Together, our study delineates the dynamics of bovine EGA and uncovers the conserved and species-specific roles of SP1 in regulating EGA and early development in mammals.
Project description:To select signatures of ccRCC, 265 ccRCC samples were obtained from the Van Andel Research Institute. Gene expression profiles of 265 samples were determined using the HG-U133_Plus_2 platform.
Project description:Col-0 and Van-0 total RNA were mixed at 1:1. Total RNA also extracted from F1 hybrid samples from Col x Van and Van x Col. PolyA RNA were purified and double-strand cDNA were synthesized, followed by bioprime random labeling. A total of 16ug labelled products were hybridized to AtSNPtile1. cis regulatory effect was identified as allele specific expression in F1 hybrids. Composite trans regulatory effect was detected as deviation between parental expression and F1 hybrids expression. Each sample type has four replicates. Single chanel. Three sample types (Col and Van RNA 1:1 mixture, Col x Van F1 hybrids, Van x Col F1 hybrids). Total 12 samples.
Project description:Embryonic genome activation (EGA), a pivotal transcriptional event during preimplantation development, is accompanied by post-transcriptional regulation of maternal mRNAs. Disentangling the transcriptional output of the newly activated embryonic genome from concomitant post-transcriptional processing is important for decoding EGA dynamics.Here, using optimized low-input SLAM-seq (thiol(SH)-linked alkylation for the metabolic sequencing) in mouse embryos, we delineates the temporal hierarchy of EGA nascent transcription during mouse preimplantation embryogenesis and uncovers a mechanistic link between EGA and the first lineage specification, providing new insights into the regulatory architecture of early mammalian development.