Project description:We evaluated blood samples from 6 patients with metastatic melanoma treated with anti-LAG3+anti-PD1 (160+480 mg) in a phase I trial (NCT01968109) using single-cell RNA and T cell receptor (TCR) sequencing (scRNA+TCRαβ-seq, 10X 5') combined with other multiomics profiling (flow, cytokine, TCRb-seq) from a larger cohort of 40 patients. This data set include three time points, including baseline, 1 month, and 3 month. The sorting is CD45+.
Project description:We combined lineage tracing of cycling (Ki67+) cells with single nuclear multiomics (single nucleus RNA-seq + single nucleus ATAC-seq) to characterize the long-term (4 weeks and 6 months) outcome of cells that initiate proliferation early after acute kidney injury (AKI). The data document a broad proliferative response to injury in epithelial and non-epithelial kidney cell types, identify novel transcription factors governing the adaptive and maladaptive proximal tubule cell state and highlight the importance of enhancer dynamics in determining cell states. Comparison of lineage traced with control proximal tubule cells reveals long-term effects of AKI on proximal tubule cells, even following adaptive repair.
Project description:Systematic interrogation of tumor-infiltrating lymphocytes is key to the development of immunotherapies and the prediction of their clinical responses in cancers. Here, we perform deep single-cell RNA sequencing on single T cells isolated from peripheral blood, tumor and adjacent normal tissues from hepatocellular carcinoma patients.
Project description:The immune system represents a major barrier to cancer progression, driving the evolution of immunoregulatory interactions between malignant cells and T-cells in the tumor environment. Blastic plasmacytoid dendritic cell neoplasms (BPDCN), a rare acute leukemia with plasmacytoid dendritic cell (pDC) differentiation, provides a unique opportunity to study these interactions. pDCs are key producers of interferon alpha (IFNA) that play an important role in T-cell activation at the interface between the innate and adaptive immune system. To assess how uncontrolled proliferation of malignant BPDCN cells affects the tumor environment, we catalog immune cell heterogeneity in the bone marrow of five healthy controls and five BPDCN patients by analyzing 52,803 single-cell transcriptomes, including 18,779 T-cells. We test computational techniques for robust cell type classification and find that T-cells in BPDCN patients consistently upregulate interferon alpha (IFNA) response and downregulate tumor necrosis factor alpha (TNFA) pathways. Integrating transcriptional data with T-cell receptor sequencing via shared barcodes reveals significant T-cell exhaustion in BPDCN that is positively correlated with T-cell clonotype expansion. Our results highlight new mechanisms of T-cell exhaustion in BPDCN and demonstrate the value of single-cell multiomics to understand immune evasion in the tumor environment. These findings improve our understanding of the development and response to this disease and the mechanisms by which BPDCN cells evade immune destruction.
Project description:Multiomics of faecal samples collected from individuals in families with multiple cases of type 1 diabetes mellitus (T1DM) over 3 or 4 months. Metagenomic and metatranscriptomic sequencing and metaproteomics were carried out, as well as whole human genome sequencing. Phenotypic data is available.
Project description:Using a systems biology approach, we discovered and dissected a three-way interaction between the immune system, the intestinal epithelium, and the microbiota. We found that mice lacking B lymphocytes, or lacking IgA, have low intestinal expression of lipid metabolism genes regulated by the transcription factor GATA4, and a consequent decrease in fat absorption in the intestine. The defect disappeared in germ free mice, suggesting that it is dependent on the microbiota; and sequencing analysis of the bacteria showed subtle differences between normal and B-cell deficient mice. Analysis of gene expression of gut biopsies from patients with common variable immunodeficiency and intestinal dysfunction revealed a high similarity to mouse B-cell knockout profiles. These data provide an explanation for a longstanding enigmatic association between immunodeficiency and defective lipid absorption in humans. this series represents the subsection of the study where we analize gene epxression in duodenum biopsies from CVID patients and contols with unrelated pathologies Reference sample is from normal duodenum (Clontech). Log2 ratio Cy5/Cy3 was used.
Project description:To gain comprehensive and accurate system biological information, we developed a multiomics analytical method that integrated metabolomics and proteomics, named Windows Scanning Multiomics (WSM).
