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Single cell RNA-sequencing analysis of islets from WT NOD mice on different diets

ABSTRACT: Protein source in diet greatly influences the incidence of type-1 diabetes (T1D) in non-obese diabetic (NOD) mouse colonies. NOD mice fed a diet containing hydrolyzed casein (HC) as the sole protein source are protected from T1D. Replacing 1/5th of the HC with gluten restores high T1D to NOD mice. We hypothesized that gluten might promote inflammation in the islets. We used single cell RNA sequencing (scRNAseq) to characterize and contrast the transcriptional profiles of endocrine cells and islet infiltrating leukocytes from the pancreatic islets of Langerhans of NOD mice fed a 20% HC diet or a 16% HC + 4% gluten diet.

ORGANISM(S): Mus musculus

PROVIDER: GSE217493 | GEO | 2023/01/04

REPOSITORIES: GEO

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TCR sequencing analysis of islets from NOD mice on hydrolyzed casein and hydrolyzed casein + 4% gluten diets

Project description:Protein source in diet greatly influences the incidence of type-1 diabetes (T1D) in non-obese diabetic (NOD) mouse colonies. NOD mice fed a diet containing hydrolyzed casein (HC) as the sole protein source are protected from T1D. Replacing 1/5th of the HC with gluten restores high T1D to NOD mice. We hypothesized that gluten might promote inflammation in the islets. We used TCR sequencing to characterize the clonal frequency of infiltrating T cells from the pancreatic islets of Langerhans of NOD mice fed a 20% HC diet or a 16% HC + 4% gluten diet.

2023-01-04 | GSE218336 | GEO

Single cell RNA-sequencing analysis of islets from NOD.SCID mice on chow and hydrolyzed casein diets

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A discovery-based proteomics approach identifies protein disulfide isomerase (PDIA1) as a biomarker of β cell stress in type 1 diabetes

Project description:Background: Activation of stress pathways intrinsic to the β cell are thought to both accelerate β cell death and increase β cell immunogenicity in type 1 diabetes (T1D). However, information on the timing and scope of these responses is lacking. Methods: To identify temporal and disease-related changes in islet β cell protein expression, SWATH-MS/MS proteomics analysis was performed on islets collected longitudinally from NOD mice and NOD-SCID mice rendered diabetic through T cell adoptive transfer. Findings: In islets collected from female NOD mice at 10, 12, and 14 weeks of age, we found a time-restricted upregulation of proteins involved in the maintenance of β cell function and stress mitigation, followed by loss of expression of protective proteins that heralded diabetes onset. Pathway analysis identified EIF2 signaling and the unfolded protein response, mTOR signaling, mitochondrial function, and oxidative phosphorylation as commonly modulated pathways in both diabetic NOD mice and NOD-SCID mice rendered acutely diabetic by adoptive transfer, highlighting this core set of pathways in T1D pathogenesis. In immunofluorescence validation studies, β cell expression of protein disulfide isomerase A1 (PDIA1) and 14-3-3b were found to be increased during disease progression in NOD islets, while PDIA1 plasma levels were increased in pre-diabetic NOD mice and in the serum of children with recent-onset T1D compared to age and sex-matched non-diabetic controls. Interpretation: We identified a common and core set of modulated pathways across distinct mouse models of T1D and identified PDIA1 as a potential human biomarker of β cell stress in T1D.

2023-03-11 | PXD035504 | Pride

TCR sequencing analysis of islets from NOD mice on hydrolyzed casein and hydrolyzed casein + 4% gluten diets

Project description:TCR sequencing analysis of islets from NOD mice on hydrolyzed casein and hydrolyzed casein + 4% gluten diets

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Genetic predisposition for beta cell fragility underlies type 1 and type 2 diabetes

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2016-02-24 | PXD000859 | Pride

NOD Mouse Islet Peptide Content Identification

Project description:Beta-cells produce hybrid insulin peptides (HIPs) by linking insulin fragments to other peptides through peptide bonds. HIPs have unique amino acid sequences and are targeted by autoreactive T cells in type 1 diabetes (T1D). Individuals with recent-onset T1D have significantly higher levels of HIP-reactive T cells in their blood compared to non-diabetic control subjects. HIP-reactive T cells have also been found in the residual pancreatic islets of deceased T1D organ donors. In non-obese diabetic (NOD) mice, a major T1D animal model, several CD4 T cell clones that trigger diabetes have been shown to target HIPs. Through mass spectrometry, a subgroup of HIPs containing N-terminal amine groups of various peptides linked to aspartic acid residues of insulin C-peptide has been detected in NOD islets. Our research reveals that these HIPs form spontaneously in beta-cells via an aspartic anhydride intermediate mechanism. This process leads to the creation of a regular HIP with a standard peptide bond and a HIP-isomer (isoHIP) with an isopeptide bond linked to the carboxylic acid side-chain of the aspartic acid residue. Our mass spectrometric analyses confirmed the presence of both HIP isomers in murine islets, thereby validating the occurrence of this new reaction mechanism in beta-cells. The spontaneous formation of neoepitopes through the development of new peptide bonds within cells may contribute to the pathogenesis of T1D and other autoimmune diseases.

2023-11-16 | PXD041616 | Pride

Transcriptional analysis of type 1 diabetes reveals an interferon signature that precedes T cell activation

Project description:Type 1 diabetes (T1D) is an autoimmune disease triggered by T cell reactivity to protein antigens produced by the β-cells. Here we present a chronological compendium of transcriptional profiles from islets of Langerhans isolated from non-obese diabetic (NOD) mice ranging from 2 wks up to diabetes and compared to controls. Parallel analysis was made of cellular components of the islets. Myeloid cells populated the islets early during development in all mouse strains. This was followed by a type I interferon signature detectable at 4-6 wks of age only in diabetes susceptible mice. Concurrently, CD4 T cells were found within islets, many in contact with intra-islet antigen presenting cells. Early cellular signs of islet reactivity were detected by six wks. By 8 wks, NOD islets contained all major leukocytes populations and an inflammatory gene signature. This work establishes the natural transcriptional signature of T1D and provides a resource for future research. 57 RNA samples isolated from the pancreatic islets of langerhans of experimental mice: 2-18 wk old non-obese diabetic (NOD) and newly diabetic NOD were compared to controls: NOD.RAG-/-, B6.g7 and C57BL/6. There were 3 or 6 biological replicates per condition. All mice were female. All data was normalized using RMA in Arraystar. Data table includes normalized probe intensity for every probe.

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Functional Genomics Analysis of Islets from Recent and Longstanding T1D Reveals the Need for Distinct Approaches to Therapy

Project description:Our current understanding of the pathogenesis of T1D arose in large part from studies using the non-obese diabetic (NOD) mouse model of type 1 diabetes (T1D). Of concern, therapeutic interventions shown to significantly dampen or even reverse disease in mouse models have not successfully translated into interventions in human T1D. The present study addresses this disconnect in research translation by directly analyzing human donor islets from individuals with T1D, aiming to provide insight into disease mechanisms and identify potential target pathways for therapeutic intervention. We obtained human islets from a young individual with short-duration T1D, an older individual with long-duration T1D and three non-diabetic donors, and performed unbiased functional genomic analysis by high depth RNA sequencing on these unique cases. This analysis identified several inflammatory pathways upregulated in short-duration disease, which surprisingly included many components of innate immunity. Subsequent manipulation of one of these pathways/factors in NOD mice resulted in a significant reduction in diabetes progression when inhibition occurred early in disease progression. Taken together our data demonstrates that the direct analysis of human islets is essential for identifying relevant and promising novel targets for translation into effective therapeutic interventions for human T1D.

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Project description:Type 1 diabetes (T1D) results from autoimmune destruction of β cells in the pancreas. Protein tyrosine phosphatases (PTPs) are candidate genes for T1D and play a key role in autoimmune disease development and β-cell function. Here, we assessed the global protein and individual PTP profile in the pancreas of diabetic NOD mice treated with anti-CD3 mAb and IL-1RA combination therapy. The treatment reversed hyperglycemia compared to the anti-CD3 alone control group. We observed enhanced expression of PTPN2, a T1D candidate gene, and endoplasmic reticulum (ER) chaperones in the islets from cured mice.

2022-11-10 | PXD025394 | Pride

Proteomics of Enriched Insulin Secretory Granules Fractionated by Size Exclusion Chromotography

Project description:Hybrid insulin peptides (HIPs) form in pancreatic beta-cells through the formation of peptide bonds between proinsulin fragments and other peptides. HIPs, which have been confidently identified in pancreatic islets by mass spectrometry, are targeted by CD4 T cells in subjects with Type 1 Diabetes (T1D), as well as by disease-triggering CD4 T cell clones in non-obese diabetic (NOD) mice. The mechanism(s) of HIP formation are currently poorly understood; however, it is well established that proteases can drive the formation of new peptide bonds in a side reaction during peptide bond hydrolysis. Here, we used a proteomic strategy on enriched insulin granules and identified cathepsin D (CatD) as the primary protease driving the specific formation of HIPs that are targeted by disease-relevant CD4 T cells in T1D. We also established that NOD islets deficient of cathepsin L (CatL), another protease that was implied in the formation of disease-relevant HIPs, contain elevated levels of HIPs, signifying a primary role for CatL in the proteolytic degradation of HIPs. In summary, our data suggest that CatD may be a therapeutic target in efforts to prevent or slow down the autoimmune destruction of beta-cells mediated by HIP-reactive CD4 T cells in T1D.

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