Project description:Background: Adoptive cell therapy (ACT) with tumor infiltrating lymphocytes (TIL) is effective in treating PD-1 refractory melanoma, but requires adequate ex vivo expansion of TIL. Methods: CD4+ and CD8+ TIL from metastatic melanoma patients treated with TIL ACT were analyzed by RNA-seq (n=12) and ChIP-seq of acetylated histone 3 (n=19). Patients were grouped into “TIL high” and “TIL low” based on division at the median number of TIL infused. The number of TIL infused and CD4+ TIL frequency were correlated with overall survival (OS). Results: The number of TIL infused correlated with longer OS (R2=0.57, p=0.00076), and the percent of CD4+ infused was negatively correlated with the total number of TIL infused (R2=0.64, p=0.00047). RNA-seq analysis of CD4+ TIL showed increases in Th2/Th17/Treg transcripts and pathways in the TIL low group. ChIP-seq analysis of CD8+ TIL showed decreased acetylation in the TIL low group in genes upregulated during CD8+ activation. Conclusion: The numbers of TIL infused were associated with increased overall survival, while RNA-seq suggested that polarized CD4+ cells in the transferred TIL were associated with decreased overall expansion. These data suggest that improper CD4+ TIL polarization may reduce expansion and treatment efficacy.
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:Background: Adoptive cell therapy (ACT) with tumor infiltrating lymphocytes (TIL) is effective in treating PD-1 refractory melanoma, but requires adequate ex vivo expansion of TIL. Methods: CD4+ and CD8+ TIL from metastatic melanoma patients treated with TIL ACT were analyzed by RNA-seq (n=12) and ChIP-seq of acetylated histone 3 (n=19). Patients were grouped into “TIL high” and “TIL low” based on division at the median number of TIL infused. The number of TIL infused and CD4+ TIL frequency were correlated with overall survival (OS). Results: The number of TIL infused correlated with longer OS (R2=0.57, p=0.00076), and the percent of CD4+ infused was negatively correlated with the total number of TIL infused (R2=0.64, p=0.00047). RNA-seq analysis of CD4+ TIL showed increases in Th2/Th17/Treg transcripts and pathways in the TIL low group. ChIP-seq analysis of CD8+ TIL showed decreased acetylation in the TIL low group in genes upregulated during CD8+ activation. Conclusion: The numbers of TIL infused were associated with increased overall survival, while RNA-seq suggested that polarized CD4+ cells in the transferred TIL were associated with decreased overall expansion. These data suggest that improper CD4+ TIL polarization may reduce expansion and treatment efficacy.
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:This single cell RNA-seq experiment was performed to quantify DLL3 expression in tumor cells in small cell lung cancer patients.Tumors were rapidly dissociated after the surgical procedure using the Miltenyi Biotec Human Tumor Dissociation kit (cat# 130-095-929). Libraries were constructed using the VDJ NextGEM v1.1 10x Genomics Chromium kit according to the manufacturer's instructions. Samples were sequenced on a NextSeq 550 sequencer (Illumina). Corresponding EGA study number: EGAS50000001400, EGA dataset number: EGAD50000002034.
Project description:This single cell RNA-seq experiment was performed to quantify DLL3 expression in circulating tumor cells in small cell lung cancer patients to predict response to tarlatamab treatment. CTCs enriched from the blood of three SCLC patients prior or post tarlatamab treatment using the CTC-iChip followed by magnetic depletion of RBCs were processed with the 10x Genomics Chromium platform (Chromium GEM-X Single Cell 3' Kit v4) and sequenced on a NextSeq 2000 system. Corresponding EGA study number: EGAS50000001401, EGA dataset number: EGAD50000002035
Project description:Adoptive cell immunotherapy (ACT) using autologous tumor-infiltrating lymphocytes (TIL) can result in complete regression of advanced melanoma in some patients, but the efficacy of this potentially curative therapy is limited by poor persistence of TIL after adoptive-transfer. Pharmacologic inhibition of the serine/threonine kinase Akt has recently been shown to promote immunologic memory in viral-specific murine models, but whether this approach may enhance features of memory (e.g. long-term persistence) in TIL which are characteristically exhausted and senescent is not established. Here we show that pharmacologic inhibition of Akt enables expansion of TIL with the transcriptional, metabolic and functional properties characteristic of memory T cells. Consequently, Akt inhibition results in enhanced persistence of TIL after adoptive transfer into an immunodeficient animal model and augments antitumor immunity of CD8 T cells in a mouse model of cell-based immunotherapy for melanoma. Pharmacologic inhibition of Akt represents a novel immunometabolomic approach to enhance the persistence of anti-tumor T cells and improve the efficacy of cellbased immunotherapy for metastatic cancer.
Project description:Blinded study, melanoma tumor samples from patients treated with carboplatin and paclitaxel +/- sorafenib are compared aCGH of human melanoma tumor samples