Gene Expression Data Explorer
Info Gene counts are sourced from ARCHS4, which provides uniform alignment of GEO samples. You can learn more about ARCHS4 and its pipeline here.
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Select conditions below to toggle them from the plot:

GROUP CONDITION SAMPLES
FoxO Triple Heterozygous
GSM2082796 GSM2082797 GSM2082798
GSM2082804 GSM2082805
FoxO Triple KO
GSM2082799 GSM2082800 GSM2082801 GSM2082802 GSM2082803
GSM2082806 GSM2082807 GSM2082808 GSM2082809 GSM2082810
Description

Submission Date: Mar 07, 2016

Summary: Insulin-producing beta cells become dedifferentiated during diabetes progression. An impaired ability to select substrates for oxidative phosphorylation, or metabolic inflexibility, sets the stage for progression from beta cell dysfunction to beta cell dedifferentiation. In this study, we sought to isolate and functionally characterize failing beta cells, as a preliminary step to identify pathways to reverse dedifferentiation. Using various experimental models of diabetes, we found a striking enrichment in the expression of aldehyde dehydrogenase 1 isoform A3 (ALDH+) as beta cells become dedifferentiated. Flow-sorted ALDH+ islet cells demonstrate impaired glucose-induced insulin secretion, are depleted of Foxo1 and MafA, and include a Neurogenin3-positive subset. RNA sequencing analysis demonstrates that ALDH+ cells are characterized by: (i) impaired oxidative phosphorylation and mitochondrial complex I, IV, and V; (ii) activated RICTOR; and (iii) progenitor cell markers. We propose that impaired mitochondrial function marks the progression from metabolic inflexibility to dedifferentiation in the natural history of beta cell failure.

GEO Accession ID: GSE78966

PMID: 27572106

Description

Submission Date: Mar 07, 2016

Summary: Insulin-producing beta cells become dedifferentiated during diabetes progression. An impaired ability to select substrates for oxidative phosphorylation, or metabolic inflexibility, sets the stage for progression from beta cell dysfunction to beta cell dedifferentiation. In this study, we sought to isolate and functionally characterize failing beta cells, as a preliminary step to identify pathways to reverse dedifferentiation. Using various experimental models of diabetes, we found a striking enrichment in the expression of aldehyde dehydrogenase 1 isoform A3 (ALDH+) as beta cells become dedifferentiated. Flow-sorted ALDH+ islet cells demonstrate impaired glucose-induced insulin secretion, are depleted of Foxo1 and MafA, and include a Neurogenin3-positive subset. RNA sequencing analysis demonstrates that ALDH+ cells are characterized by: (i) impaired oxidative phosphorylation and mitochondrial complex I, IV, and V; (ii) activated RICTOR; and (iii) progenitor cell markers. We propose that impaired mitochondrial function marks the progression from metabolic inflexibility to dedifferentiation in the natural history of beta cell failure.

GEO Accession ID: GSE78966

PMID: 27572106

Visualize Samples

Info Visualizations are precomputed using the Python package scanpy on the top 5000 most variable genes.

Precomputed Differential Gene Expression

Info Differential expression signatures are automatically computed using the limma R package. More options for differential expression are available to compute below.

Signatures:

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Control Condition

Perturbation Condition

Only conditions with at least 1 replicate are available to select

Differential Gene Expression Analysis
Info Differential expression signatures can be computed using DESeq2 or characteristic direction.
Select differential expression analysis method:
Bulk RNA-seq Appyter

This pipeline enables you to analyze and visualize your bulk RNA sequencing datasets with an array of downstream analysis and visualization tools. The pipeline includes: PCA analysis, Clustergrammer interactive heatmap, library size analysis, differential gene expression analysis, enrichment analysis, and L1000 small molecule search.