Single cell RNA-sequencing analysis of islets from WT NOD mice on different diets
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE217493 | GEO | 2023/01/04
REPOSITORIES: GEO
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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
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. Exposure to HC also reduced beta-cell insulin secretion during glucose challenge suggesting that beneficial changes to beta-cell physiology might protect NOD mice from T1D. We used single cell RNA sequencing (scRNAseq) to contrast the transcriptional profiles of beta-cells and from the pancreatic islets of Langerhans of NOD mice with the scid mutation (scid mice were used to avoid confouding influence of infiltrating leukocytes) fed a 20% HC diet or a standard chow diet.
2023-01-04 | GSE217495 | GEO
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
Project description:Type 1 and type 2 diabetes (T1D and T2D) share pathophysiological characteristics, yet mechanistic links have remained elusive. T1D results from autoimmune destruction of pancreatic beta cells, while beta cell failure in T2D is delayed and progressive. Here we find a new genetic component of diabetes susceptibility in T1D non-obese diabetic (NOD) mice, identifying immune-independent beta cell fragility. Genetic variation in Xrcc4 and Glis3 alter the response of NOD beta cells to unfolded protein stress, enhancing the apoptotic and senescent fates. The same transcriptional relationships were observed in human islets, demonstrating the role for beta cell fragility in genetic predisposition to diabetes.
2016-02-24 | PXD000859 | Pride
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
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.
2013-01-28 | E-GEOD-41203 | biostudies-arrayexpress
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.
2018-07-30 | GSE102371 | GEO
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
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.
2023-11-16 | PXD032664 | Pride
Project description:Post-translational modifications can lead to a break in immune tolerance in autoimmune diseases such as type 1 diabetes (T1D). Deamidation, the conversion of glutamine to glutamic acid by transglutaminase (TGM) enzymes, is a post-translational modification of interest, with deamidated peptides being reported as autoantigens in T1D. However, little is known about how Tgm2, the most ubiquitously expressed Tgm isoform, is regulated and how tolerance against deamidated peptides is lost. Here, we report on the aberrant expression and regulation of Tgm2, in the pancreas and thymus of NOD mice. We demonstrate that Tgm2 expression is induced by the inflammatory cytokines IL1β and IFNγ in a synergistic manner and that murine pancreatic islets of NOD mice have higher Tgm2 levels, while Tgm2 levels in thymic mTECs are reduced. We thus provide the first direct evidence to our knowledge that central tolerance establishment against deamidated peptides might be impaired due to lower Tgm2 expression in NOD mice, which together with the aberrantly high levels of deamidated peptides in NOD β-cells underscores the role of deamidation in amplifying T-cell reactivity.
2022-07-21 | PXD034102 | Pride