Ontology highlight
ABSTRACT:
PROVIDER: PRJNA930968 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR23410581_1.fastq.gz | Fastqsanger.gz | |||
| SRR23410581_2.fastq.gz | Fastqsanger.gz | |||
| SRR23410582_1.fastq.gz | Fastqsanger.gz | |||
| SRR23410582_2.fastq.gz | Fastqsanger.gz | |||
| SRR23410583_1.fastq.gz | Fastqsanger.gz |
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Project description:Single-Cell RNA sequencing reveals the immune microenvironment and signaling networks in cystitis glandularis
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Project description:Single-cell RNA sequencing reveals compromised immune microenvironment in precursor stages of multiple myeloma
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Project description:The pathogenesis of interstitial cystitis/bladder pain syndrome (IC/BPS) remains incompletely understood. Bladder fibrosis is a significant histopathological feature of IC/BPS, particularly in non-Hunner-type IC (NHIC). Transient receptor potential cation channel subfamily C member 3 (TRPC3) is known to play a crucial role in myocardial and renal fibrosis. This study investigates the involvement of TRPC3 in bladder fibrosis associated with IC/BPS. A rat model of IC/BPS was established using cyclophosphamide (CYP, 50 mg/kg, intraperitoneally, every 3 days for 3 doses). Bulk RNA sequencing was used to identify differentially expressed transient receptor potential (TRP) channel genes in CYP-induced cystitis rats, whereas single-cell RNA sequencing was utilized to pinpoint the cell type predominantly expressing transient receptor potential cation channel subfamily C member 3 (TRPC3) . TRPC3 inhibition was achieved through intraperitoneal injection of Pyrazole 3 (Pyr3, 0.1 mg/kg or 1 mg/kg). Suprapubic mechanical allodynia was assessed using up-down method with von Frey filaments and micturition frequency was assessed by cystometry. The expression of TRPC3 and components of the transforming growth factor beta (TGF-β)/Smad signaling pathway (TGF-β, p-Smad2, and p-Smad3) in the bladder was analyzed by Western blot. Bladder fibrosis was assessed through Masson’s staining and detection of fibrosis markers (Vimentin, Collagen I, and Collagen III) using Western blot. The RNA and protein expression of TRPC3 was up-regulated in CYP-induced cystitis rats. TRPC3 inhibition led to significant improvements in suprapubic mechanical allodynia and reduced micturition frequency in CYP-induced cystitis rats. Western blot analyses revealed that markers of bladder fibrosis (Vimentin, Collagen I, and Collagen III) were markedly upregulated in CYP-induced cystitis rats. Masson’s staining showed an increased area of collagen fibers. Additionally, inhibition of TRPC3 resulted in significant downregulation of the TGF-β/Smad signaling pathway (TGF-β, p-Smad2, and p-Smad3) in CYP-induced cystitis rats. TRPC3 activation contributes to bladder fibrosis in IC/BPS. Inhibition of TRPC3 ameliorates suprapubic mechanical allodynia and micturition frequency in CYP-induced cystitis rats by downregulating the TGF-β/Smad pathway. TRPC3 represents a potential therapeutic target for managing bladder fibrosis in IC/BPS.
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Project description:The liver is the largest solid organ in the body and is critical for metabolic and immune functions. However, surprisingly little is known about the cells that make up the human liver and its immune microenvironment. To address this, we mapped the cellular landscape in the human liver using single cell RNA sequencing. We carefully fractionated fragile, fresh hepatic tissue from human livers to obtain viable parenchymal and non-parenchymal cells. Our single cell transcriptomics map reveals 20 discrete cell populations, including a novel description of distinct monocyte/ macrophage populations in the human liver. We present a comprehensive view of the human liver at single cell resolution that outlines new characteristics of resident cells in the liver, and in particular provides a new map of the human hepatic immune microenvironment.
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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.
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Despite the abundant evidence of altered signaling pathways in Rasmussen brain tissue and associated genetic variants, the mechanisms remain poorly understood, and it is uncertain which are a part or result of the underlying cause
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