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12-Lipoxygenase Inhibition Suppresses Islet Immune and Inflammatory Responses and Delays Autoimmune Diabetes in Human Gene Replacement Mice.

GSE272687 Mus musculus (mouse) RNA-seq (gene expression) 16 samples Submitted 2024/08/23 Platform GPL24247
At a glance

RNA-seq (gene expression) · mouse · 16 samples

What it is
RNA-seq (gene expression)Gene activity measured by sequencing. The summary does not mention single-cell work, so this is most likely bulk: one average per sample, the usual starting point for comparing groups.
Organism
Mus musculus (mouse)
Samples
16 samples: 4 × M0 Vehicle vs 4 × M0 VLX vs 4 × M1 Vehicle vs 4 × M1 VLXGroups are read from the sample names, not from the paper. Check the list below.
Data you can get
A processed table (series matrix) and supplementary files from NCBI; the raw sequencing reads from ENA. Which of these hold counts depends on the study, so check the file list.
Paper
12-Lipoxygenase inhibition delays onset of autoimmune diabetes in human gene replacement micebioRxiv : the preprint server for biology · 2024
Summary (written by the submitters)
Type 1 diabetes (T1D) is characterized by the autoimmune destruction of insulin-producing β cells and involves an interplay between β cells and cells of the innate and adaptive immune systems. We investigated the therapeutic potential of targeting 12-lipoxygenase (12-LOX), an enzyme implicated in inflammatory pathways in β cells and macrophages, using a mouse model in which the endogenous mouse Alox15 gene is replaced by the human ALOX12gene.
Read the full summary ↓
Our findings demonstrate that VLX-1005, a potent 12-LOX inhibitor, effectively delays the onset of autoimmune diabetes in human gene replacement non-obese diabetic (NOD) mice. By spatial proteomics analysis, VLX-1005 treatment resulted in marked reductions in infiltrating T and B cells and macrophages with accompanying increases in immune checkpoint molecules PD-L1 and PD-1, suggesting a shift towards an immune-suppressive microenvironment. RNA sequencing analysis of isolated islets from inhibitor-treated mice revealed significant alteration of cytokine-responsive pathways. RNA sequencing of polarized proinflammatory macrophages showed that VLX-1005 significantly reduced the interferon response. This study highlights a functional equivalence of human ALOX12 and mouse Alox15 in T1D pathogenesis. Our studies provide a platform for the preclinical evaluation of LOX inhibitors and supports the development of 12-LOX inhibitors as a therapeutic strategy for T1D and other inflammatory diseases.
Published in
12-Lipoxygenase inhibition delays onset of autoimmune diabetes in human gene replacement mice
Nargis T, Muralidharan C, Enriquez JR et al. · bioRxiv : the preprint server for biology 2024 · PMID 39091839 · doi:10.1101/2024.07.28.604986
This dataset
Download · which file do I need?

Direct links to NCBI and ENA, no account and no request form. Pick by what you want to do: take the small processed table to look, the supplementary files to re-analyse, or the original raw data to start over.

1 · Just have a look

Processed table

The series matrix: one table of values per sample as the submitters processed it. The smallest download, and it opens in Excel or R. Start here to see what the data look like.

2 · Re-analyse it

Supplementary files

The count tables and other files the authors uploaded. Take only the samples you need, or the whole study as GSE272687_RAW.tar (it can run to tens of gigabytes).

3 · Start from the raw reads

Raw sequencing reads

The original FASTQ files, straight from the sequencer, held at ENA. Large, and you align them yourself, so only choose this if you need to re-process the study from scratch.

What the files usually look like: For RNA-seq the counts are usually a table among the supplementary files (look for 'counts', 'expression', 'FPKM' or 'TPM' in the file name). The series matrix of a sequencing study is sometimes nearly empty.

Also filed as BioProject PRJNA1137967 and SRA study SRP521082. Searching any of these in the dataset finder brings you back here.

Study design
4 × M0 Vehicle vs 4 × M0 VLX vs 4 × M1 Vehicle vs 4 × M1 VLX

Supports a between-group comparison across 16 samples.

How we read this: 4 replicated groups read from 16 sample titles; they account for 16 of them. These groups are guessed from the sample names, not taken from the paper, so check them against the sample list below before relying on them.

Samples in this study
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