Ontology highlight
ABSTRACT:
PROVIDER: PRJNA1180192 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR31176900_1.fastq.gz | Fastqsanger.gz | |||
| SRR31176900_2.fastq.gz | Fastqsanger.gz | |||
| SRR31177000_1.fastq.gz | Fastqsanger.gz | |||
| SRR31177000_2.fastq.gz | Fastqsanger.gz | |||
| SRR31176901_1.fastq.gz | Fastqsanger.gz |
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Project description:Thymic epithelial cells (TEC) control T cell development and play essential roles in establishing self-tolerance. Transcription factors controlling TEC development are poorly characterized. We report that Klf6 plays a critical role in TEC development. Mice deficient for Klf6 in TEC had a hypoplastic thymus - evident from fetal stages into adulthood. Proliferation of TEC was not reduced, but a dramatic increase in the frequency of apoptotic TEC in fetal and adult thymus was observed. Among cortical TEC (cTEC), we found expansion of a previously unreported cTEC population expressing the transcription factor Sox10. Medullary TEC (mTEC) subsets were not equally impacted with Ccl21a+ mTEC I and Tuft-like mTEC IV being disproportionately affected. Consistent with these TEC defects, naïve conventional T cells and NKT cells were reduced in the spleen, and signs of autoimmunity were evident. Thus, Klf6 has a pro- survival role in TEC and is also required for differentiation of the mTEC I and mTEC IV populations of TEC in adult mice. In this work, we report that mice with Foxn1-Cre mediated ablation of Klf6 in TEC demonstrate thymic hypoplasia beginning from prenatal life and extending through adulthood. Guided by single-cell transcriptional profiling, we determined that loss of Klf6 increased programmed cell death of TEC in prenatal and adult mice. In adult mice, thymic Klf6 deficiency severely impacted the mTEC I and mTEC IV populations. In addition, Klf6 deficiency led to the expansion of a previously uncharacterized cTEC population expressing Sox10 that is present in wild-type mice at very low frequencies. We observed concordant reductions of the naïve αβ T cell and iNKT pools in the periphery of young adult mice. Furthermore, we detected T cell infiltration in salivary and lacrimal glands, indicating defects in T cell tolerance.
2023-10-12 | GSE221073 | GEO
Project description:Thymic epithelial cells (TEC) control T cell development and play essential roles in establishing self-tolerance. Transcription factors controlling TEC development are poorly characterized. We report that Klf6 plays a critical role in TEC development. Mice deficient for Klf6 in TEC had a hypoplastic thymus - evident from fetal stages into adulthood. Proliferation of TEC was not reduced, but a dramatic increase in the frequency of apoptotic TEC in fetal and adult thymus was observed. Among cortical TEC (cTEC), we found expansion of a previously unreported cTEC population expressing the transcription factor Sox10. Medullary TEC (mTEC) subsets were not equally impacted with Ccl21a+ mTEC I and Tuft-like mTEC IV being disproportionately affected. Consistent with these TEC defects, naïve conventional T cells and NKT cells were reduced in the spleen, and signs of autoimmunity were evident. Thus, Klf6 has a pro- survival role in TEC and is also required for differentiation of the mTEC I and mTEC IV populations of TEC in adult mice. In this work, we report that mice with Foxn1-Cre mediated ablation of Klf6 in TEC demonstrate thymic hypoplasia beginning from prenatal life and extending through adulthood. Guided by single-cell transcriptional profiling, we determined that loss of Klf6 increased programmed cell death of TEC in prenatal and adult mice. In adult mice, thymic Klf6 deficiency severely impacted the mTEC I and mTEC IV populations. In addition, Klf6 deficiency led to the expansion of a previously uncharacterized cTEC population expressing Sox10 that is present in wild-type mice at very low frequencies. We observed concordant reductions of the naïve αβ T cell and iNKT pools in the periphery of young adult mice. Furthermore, we detected T cell infiltration in salivary and lacrimal glands, indicating defects in T cell tolerance.
2023-10-12 | GSE220270 | GEO
Project description:Heterogeneity of lung tumor endothelial cell (TEC) phenotypes across patients, species (human/mouse) and models (in vivo/vitro) remains poorly inventoried at the single-cell-level. We single-cell RNA-sequenced 56,771 ECs from human/mouse (peri)-tumoral lung and cultured human lung TECs, detected 17 known and discovered 16 novel phenotypes, including TECs presumably regulating immune surveillance. We resolved the canonical tip TECs into a known migratory tip and a novel basement-membrane remodeling breach phenotype. Tip-TEC signatures correlated with patient-survival, and tip/breach TECs were most sensitive to VEGF-blockade. By similarity analysis, only tip-TECs were congruent across species/models and shared conserved markers. Integrated analysis of the scRNA-seq data with orthogonal multi-omics and meta-analysis data across different human tumors, validated by functional analysis, identified collagen-modification as angiogenic candidate pathway.
2021-07-07 | PXD014123 | Pride
Project description:Promiscuous gene expression (pGE) of numerous self-antigens in thymic epithelial cells (TEC) enables the elimination of self-reactive T cells. The autoimmune regulator (Aire) is the only known molecular determinant driving pGE in the thymus but the existence of Aire-independent mechanisms has been inferred. Here, we analyzed the poly(A)+ transcriptome of TEC populations by RNA-sequencing (RNA-seq) in order to reveal differential features of Aire-induced vs. –independent pGE. We report an unanticipated effect of Aire deletion on the proliferation and differentiation of cortical TEC. Moreover, the RNA-seq data reveal the breath of Aire-induced and –independent pGE in medullary TEC (mTEC) subsets and the extent of thymic peripheral tissue representation. The results suggest that Aire-induced promiscuously expressed transcripts affect several functions with far reaching biological consequences in mTEC. High-throughput characterization of TEC transcriptomes will enable progress in understanding TEC biology and the establishment of self-tolerance. The mRNA profiles of cTEC, mTEClo and mTEChi from 6-8 week-old wild type (WT) and Aire-/- (KO) mice were generated by RNA-sequencing using Illumina HiSeq2000.
2015-05-19 | E-GEOD-65617 | biostudies-arrayexpress
Project description:Previous work has shown conflicting roles for Tec family kinases in regulation of Toll-like receptor (TLR)-dependent signalling in myeloid cells. In the present study, we performed a detailed investigation of the role of Btk and Tec kinases in regulating TLR signalling in several types of primary murine macrophages. We demonstrate that primary resident peritoneal macrophages deficient for Btk and Tec secrete less pro-inflammatory cytokines in response to TLR stimulation than wild type cells. In contrast, we found that bone marrow-derived and thioglycollate-elicited peritoneal macrophages deficient for Btk and Tec secrete more pro-inflammatory cytokines than wild type cells. We then compared the phosphoproteome regulated by Tec kinases and lipopolysaccharide in primary peritoneal and bone marrow derived macrophages. From this analysis we determined that Tec kinases regulate different signalling programs in these cell types. In additional studies using bone marrow-derived macrophages, we find that Tec and Btk promote phosphorylation events necessary for immunoreceptor-mediated inhibition of TLR signalling. Taken together, our results are consistent with a model where Tec kinases (Btk, Tec, Bmx) are required for TLR-dependent signalling in many types of myeloid cells. However, our data also support a cell type-specific TLR-inhibitory role for Btk and Tec that is mediated by immunoreceptor activation and signalling via PI3K.
2018-10-24 | PXD002031 | Pride
Project description:Kilian2024 - Immune cell dynamics in Cue-Induced Extended Human Colitis Model
Single-cell technologies such as scRNA-seq and flow cytometry provide critical insights into immune cell behavior in inflammatory bowel disease (IBD). However, integrating these datasets into computational models for dynamic analysis remains challenging. Here, Kilian et al., (2024) developed a deterministic ODE-based model that incorporates these technologies to study immune cell population changes in murine colitis. The model parameters were optimized to fit experimental data, ensuring an accurate representation of immune cell behavior over time. It was then validated by comparing simulations with experimental data using Pearson’s correlation and further tested on independent datasets to confirm its robustness. Additionally, the model was applied to clinical bulk RNA-seq data from human IBD patients, providing valuable insights into immune system dynamics and potential therapeutic strategies.
Figure 4c, obtained from the simulation of human colitis model is highlighted here.
This model is described in the article:
Kilian, C., Ulrich, H., Zouboulis, V.A. et al. Longitudinal single-cell data informs deterministic modelling of inflammatory bowel disease. npj Syst Biol Appl 10, 69 (2024). https://doi.org/10.1038/s41540-024-00395-9
Abstract:
Single-cell-based methods such as flow cytometry or single-cell mRNA sequencing (scRNA-seq) allow deep molecular and cellular profiling of immunological processes. Despite their high throughput, however, these measurements represent only a snapshot in time. Here, we explore how longitudinal single-cell-based datasets can be used for deterministic ordinary differential equation (ODE)-based modelling to mechanistically describe immune dynamics. We derived longitudinal changes in cell numbers of colonic cell types during inflammatory bowel disease (IBD) from flow cytometry and scRNA-seq data of murine colitis using ODE-based models. Our mathematical model generalised well across different protocols and experimental techniques, and we hypothesised that the estimated model parameters reflect biological processes. We validated this prediction of cellular turnover rates with KI-67 staining and with gene expression information from the scRNA-seq data not used for model fitting. Finally, we tested the translational relevance of the mathematical model by deconvolution of longitudinal bulk mRNA-sequencing data from a cohort of human IBD patients treated with olamkicept. We found that neutrophil depletion may contribute to IBD patients entering remission. The predictive power of IBD deterministic modelling highlights its potential to advance our understanding of immune dynamics in health and disease.
This model was curated during the Hackathon hosted by BioMed X GmbH in 2024.
2025-03-07 | MODEL2502180001 | BioModels
Project description:We prepared enzymatically digested thymus single cell suspensions for scRNA-Seq. Cells were extracted from perinatal mice, and TEC cells were enriched via FACS using anti-EpCAM and Anti-CD45 to isolate EpCAM+ CD45- TECs.
2025-03-19 | GSE267926 | GEO
Project description:Objective Increased neutrophil extracellular trap-osis (NETosis) is a hallmark of inflammatory bowel disease (IBD). However, the mechanisms of NETosis formation and its detrimental effect on the intestinal epithelium remain poorly understood. Design Dextran sulfate sodium (DSS) induce colitis in peptidyl-arginine deiminase-4 deficient (PAD4-/-) and wild-type (WT) mice. PAD4, NETosis and citrullination levels were detected in mice and human volunteers. Citrullination analysis and single-cell RNA-sequencing (scRNA-seq) were performed to explore the target of PAD4 during NETosis formation. The effect of this citrullinated target in the intestinal epithelium during the pathogenesis of IBD was validated both in vivo and in vitro. Results The levels of NETosis and citrullination were improved in IBD patients, which was positively associated with endoscopic inflammation scores. Deleting PAD4 alleviated colonic inflammation and intestinal barrier dysfunctions. In citrullination analysis, R243 of mitochondrial creatine kinase 1 (CKMT1) was identified as the potential target of PAD4 during NETosis. The scRNA-seq data further indicated that PAD4 in neutrophils contributed to the increase of epithelia (Nos2+ Clca3b+) and the decrease of distal immature epithelia. PAD4-mediated NETosis contributed to the destruction of intestinal barriers and increase of apoptosis as well as lower level of CKMT1 protein in vitro. Finally, mice with intestinal epithelial-specific ablation of CKMT1 were used to verify its detrimental role in the development of IBD, which was also validated by the moderate correlation between CKMT1 and endoscopic scores in IBD patients.
2025-06-09 | PXD041504 | Pride