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.
Authors
- Amar Abderrahmani (ORCID: https://orcid.org/0000-0003-0752-0343)
- Rachid Jellali (ORCID: https://orcid.org/0000-0002-0925-0298)
- Yasuyuki Sakai (ORCID: https://orcid.org/0000-0002-2249-6516)
- Cécile Legallais (ORCID: https://orcid.org/0000-0002-8061-906X)
- Lisa Morisseau (ORCID: https://orcid.org/0009-0006-0666-7924)
- Masaki Nishikawa
- Mikhail Pachkov (ORCID: https://orcid.org/0000-0001-7616-6435)
- Fumiya Tokito (ORCID: https://orcid.org/0000-0002-9383-2142)
- Éric Leclerc (ORCID: https://orcid.org/0000-0001-7397-6205)
Institutions
- 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)
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
Funders
- Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche
- Japan Society for the Promotion of Science