Investigation of the motif activity of transcription regulators in pancreatic β-like cell subpopulations differentiated from human induced pluripotent stem cells

Pancreatic β-cells are composed of different subtypes that play a key role in the control of insulin secretion and thereby control glucose homeostasis. <i>In vitro</i> differentiation of human induced pluripotent stem cells (hiPSCs) into 3D spheroids leads to the generation of β-cell subtypes and thus to the development of islet-like structures. Using this cutting-edge cell model, the aim of the study was to decipher the signaling signature that underlines β-cell subtypes, with a focus on the search for the activity of motifs of important transcription regulators (TRs). The investigation was performed using data from previous single-cell sequencing analysis introduced into the integrated system for motif activity response analysis (ISMARA) of transcription regulators. We extracted the matrix of important TRs activated in the β-cell subpopulation and bi-hormonal-like β-cells. Based on these TRs and their targets, we built specific regulatory networks for main cell subpopulations. Our data confirmed the transcriptomic heterogeneity of the β-cell subtype lineage and suggested a mechanism that could account for the differentiation of β-cell subtypes during pancreas development. We do believe that our findings could be instrumental for understanding the mechanisms that affect the balance of β-cell subtypes, leading to impaired insulin secretion in type 2 diabetes.

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Publication Details

Journal
Molecular Omics
Published
2024-11-04
DOI
https://doi.org/10.1039/d4mo00082j
Primary Topic
Pancreatic function and diabetes
Type
article
Field-Weighted Citation Impact
0.00

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article

Investigation of the motif activity of transcription regulators in pancreatic β-like cell subpopulations differentiated from human induced pluripotent stem cells

Amar Abderrahmani, Rachid Jellali, Yasuyuki Sakai, Cécile Legallais et al.
Molecular Omics
Pancreatic function and diabetes
article

Investigation of the motif activity of transcription regulators in pancreatic β-like cell subpopulations differentiated from human induced pluripotent stem cells

Amar Abderrahmani, Rachid Jellali, Yasuyuki Sakai, Cécile Legallais, Lisa Morisseau, Masaki Nishikawa, Mikhail Pachkov, Fumiya Tokito, Éric Leclerc
article en

Abstract

Pancreatic β-cells are composed of different subtypes that play a key role in the control of insulin secretion and thereby control glucose homeostasis. <i>In vitro</i> differentiation of human induced pluripotent stem cells (hiPSCs) into 3D spheroids leads to the generation of β-cell subtypes and thus to the development of islet-like structures. Using this cutting-edge cell model, the aim of the study was to decipher the signaling signature that underlines β-cell subtypes, with a focus on the search for the activity of motifs of important transcription regulators (TRs). The investigation was performed using data from previous single-cell sequencing analysis introduced into the integrated system for motif activity response analysis (ISMARA) of transcription regulators. We extracted the matrix of important TRs activated in the β-cell subpopulation and bi-hormonal-like β-cells. Based on these TRs and their targets, we built specific regulatory networks for main cell subpopulations. Our data confirmed the transcriptomic heterogeneity of the β-cell subtype lineage and suggested a mechanism that could account for the differentiation of β-cell subtypes during pancreas development. We do believe that our findings could be instrumental for understanding the mechanisms that affect the balance of β-cell subtypes, leading to impaired insulin secretion in type 2 diabetes.

Molecular OmicsVol. 20(10)
SIB Swiss Institute of Bioinformatics (CH), Centre National de la Recherche Scientifique (FR), University of Basel (CH), Université de Lille (FR), University Hospital of Basel (CH), Sorbonne Université (FR), Laboratory for Integrated Micro-Mechatronic Systems (JP), Institut d'Electronique, de Microélectronique et de Nanotechnologie (FR), Biomécanique et Bioingénierie (FR), Université Polytechnique Hauts-de-France (FR), École Centrale de Lille (FR), The University of Tokyo (JP)
Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche, Japan Society for the Promotion of Science
Openalex Percentile: Top 63%
Pancreatic function and diabetes
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