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Insights into islet development and biology through characterization of a human iPSC-derived endocrine pancreas model

机译:通过人体IPSC衍生的内分泌胰腺模型表征探讨胰岛发育和生物学

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Directed differentiation of stem cells offers a scalable solution to the need for human cell models recapitulating islet biology and T2D pathogenesis. We profiled mRNA expression at 6 stages of an induced pluripotent stem cell (iPSC) model of endocrine pancreas development from 2 donors, and characterized the distinct transcriptomic profiles associated with each stage. Established regulators of endodermal lineage commitment, such as SOX17 (log(2) fold change [FC] compared to iPSCs = 14.2, p-value = 4.9 x 10(-5)) and the pancreatic agenesis gene GATA6 (log(2) FC = 12.1, p-value = 8.6 x 10(-5)), showed transcriptional variation consistent with their known developmental roles. However, these analyses highlighted many other genes with stage-specific expression patterns, some of which may be novel drivers or markers of islet development. For example, the leptin receptor gene, LEPR, was most highly expressed in published data from in vivo-matured cells compared to our endocrine pancreas-like cells (log(2) FC = 5.5, p-value = 2.0 x 10(-12)), suggesting a role for the leptin pathway in the maturation process. Endocrine pancreas-like cells showed significant stage-selective expression of adult islet genes, including INS, ABCC8, and GLP1R, and enrichment of relevant GO-terms (e.g. insulin secretion; odds ratio = 4.2, p-value = 1.9 x 10(-3)): however, principal component analysis indicated that in vitro-differentiated cells were more immature than adult islets. Integration of the stage-specific expression information with genetic data from T2D genome-wide association studies revealed that 46 of 82 T2D-associated loci harbor genes present in at least one developmental stage, facilitating refinement of potential effector transcripts. Together, these data show that expression profiling in an iPSC islet development model can further understanding of islet biology and T2D pathogenesis.
机译:干细胞的定向分化为需要重新承载胰岛生物学和T2D发病机制的人细胞模型提供可扩展的解决方案。我们以2个供体的诱导多能干细胞(IPSC)模型的6个阶段进行MRNA表达,并表征与每个阶段相关的不同转录组谱。与IPSCs = 14.2相比,建立了内胚层谱系承诺的核心谱系承诺,例如SOX17(log(2)折叠变化[Fc],P值= 4.9×10(-5))和胰腺止血基因GATA6(LOG(2)FC = 12.1,P值= 8.6×10(-5)),显示与其已知发育角色一致的转录变异。然而,这些分析突出了许多具有阶段特异性表达模式的许多其他基因,其中一些可能是胰岛发育的新推动力或标记。例如,与我们的内分泌胰腺样细胞相比)),表明瘦素途径在成熟过程中的作用。内分泌胰腺样细胞显示成人胰岛基因的显着阶段选择性表达,包括INS,ABCC8和GLP1R,以及相关的性能富集(例如胰岛素分泌;差距= 4.2,p值= 1.9 x 10( - 3)):然而,主成分分析表明,在体外分化的细胞比成年胰岛更不成熟。阶段特异性表达信息与来自T2D基因组关联研究的遗传数据的整合表明,在至少一个发育阶段存在的82个T2D相关基因酸基因中存在46个,促进潜在的效应转录物的细化。这些数据在一起表明,IPSC胰岛发育模型中的表达分析可以进一步了解胰岛生物学和T2D发病机制。

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