Memon Bushra, Aldous Noura, Elsayed Ahmed K, Ijaz Sadaf, Hayat Sikander, Abdelalim Essam M
Diabetes Research Center, Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha, Qatar.
Pluripotent Stem Cell Disease Modeling Lab, Translational Medicine Department, Research Branch, Sidra Medicine, Doha, Qatar.
Diabetologia. 2025 Apr 23. doi: 10.1007/s00125-025-06424-4.
AIMS/HYPOTHESIS: The role of regulatory factor X 3 (RFX3) in human pancreatic islet development has not been explored. This study aims to investigate the function of RFX3 in human pancreatic islet development using human islet organoids derived from induced pluripotent stem cells (iPSCs), hypothesising that RFX3 regulates human islet cell differentiation.
We generated RFX3 knockout (RFX3 KO) iPSC lines using CRISPR/Cas9 and differentiated them into pancreatic islet organoids. Various techniques were employed to assess gene expression, cell markers, apoptosis, proliferation and glucose-stimulated insulin secretion. Single-cell RNA-seq datasets from human embryonic stem cell-derived pancreatic islet differentiation were re-analysed to investigate RFX3 expression in specific cell populations at various developmental stages. Furthermore, bulk RNA-seq was conducted to further assess transcriptomic changes. RFX3 overexpression was implemented to reverse dysregulated gene expression.
RFX3 was found to be highly expressed in pancreatic endocrine cell populations within pancreatic progenitors (PPs), endocrine progenitors (EPs) and mature islet stages derived from iPSCs. Single-cell RNA-seq further confirmed RFX3 expression across different endocrine cell clusters during differentiation. The loss of RFX3 disrupted pancreatic endocrine gene regulation, reduced the number of hormone-secreting islet cells and impaired beta cell function and insulin secretion. Despite a significant reduction in the expression levels of pancreatic islet hormones, the pan-endocrine marker chromogranin A remained unchanged at both EP and islet stages, likely due to an increase in the abundance of enterochromaffin cells (ECs). This was supported by our findings of high EC marker expression levels in RFX3 KO EPs and islets. In addition, RFX3 loss led to smaller islet organoids, elevated thioredoxin-interacting protein levels and increased apoptosis in EPs and islets. Furthermore, RFX3 overexpression rescued the expression of dysregulated genes in RFX3 KO at the PP and EP stages.
CONCLUSIONS/INTERPRETATION: These findings underscore the crucial role of RFX3 in regulating human islet cell differentiation and its role in suppressing EC specification. These insights into RFX3 function have implications for understanding islet biology and potential diabetes susceptibility.
The RNA-seq datasets have been submitted to the Zenodo repository and can be accessed via the following links: DOI https://doi.org/10.5281/zenodo.13647651 (PPs); and DOI https://doi.org/10.5281/zenodo.13762055 (SC-islets).
目的/假设:调节因子X3(RFX3)在人类胰岛发育中的作用尚未得到探索。本研究旨在利用源自诱导多能干细胞(iPSC)的人类胰岛类器官研究RFX3在人类胰岛发育中的功能,假设RFX3调节人类胰岛细胞分化。
我们使用CRISPR/Cas9技术构建了RFX3基因敲除(RFX3 KO)的iPSC系,并将其分化为胰岛类器官。采用多种技术评估基因表达、细胞标志物、细胞凋亡、增殖以及葡萄糖刺激的胰岛素分泌。对来自人类胚胎干细胞衍生的胰岛分化的单细胞RNA测序数据集进行重新分析,以研究RFX3在不同发育阶段特定细胞群体中的表达。此外,进行批量RNA测序以进一步评估转录组变化。通过RFX3过表达来逆转基因表达失调。
发现RFX3在源自iPSC的胰腺祖细胞(PP)、内分泌祖细胞(EP)和成熟胰岛阶段的胰腺内分泌细胞群体中高表达。单细胞RNA测序进一步证实了分化过程中RFX3在不同内分泌细胞簇中的表达。RFX3的缺失破坏了胰腺内分泌基因调控,减少了分泌激素的胰岛细胞数量,并损害了β细胞功能和胰岛素分泌。尽管胰岛激素的表达水平显著降低,但泛内分泌标志物嗜铬粒蛋白A在EP和胰岛阶段均保持不变,这可能是由于肠嗜铬细胞(EC)数量增加所致。我们在RFX3 KO的EP和胰岛中发现高EC标志物表达水平支持了这一观点。此外,RFX3的缺失导致胰岛类器官变小,硫氧还蛋白相互作用蛋白水平升高,EP和胰岛中的细胞凋亡增加。此外,RFX3过表达挽救了PP和EP阶段RFX3 KO中失调基因的表达。
结论/解读:这些发现强调了RFX3在调节人类胰岛细胞分化中的关键作用及其在抑制EC特化中的作用。这些对RFX3功能的见解有助于理解胰岛生物学和潜在的糖尿病易感性。
RNA测序数据集已提交至Zenodo存储库,可通过以下链接访问:DOI https://doi.org/10.5281/zenodo.13647651(PP);以及DOI https://doi.org/10.5281/zenodo.13762055(SC-胰岛)。