首页> 外文会议>Biochemical and molecular engineering XX: the next generation of biochemical engineering: from nanoscale to industrial scale >THE DIFFERENTIATION OF PLURIPOTENT STEM CELLS TO HEPATIC CELLS - PARALLELS BETWEEN MATURATION STATUS AND METABOLIC STATE
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THE DIFFERENTIATION OF PLURIPOTENT STEM CELLS TO HEPATIC CELLS - PARALLELS BETWEEN MATURATION STATUS AND METABOLIC STATE

机译:多能干细胞向肝细胞的分化-成熟状态与代谢状态的平行关系

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Hepatocytes derived from human pluripotent stem cells (PSCs) hold great promise as an unlimited cell source for liver cell therapy and in vitro toxicity studies. Through the treatment of a series of cytokines and growth factors to mimic embryonic development, PSCs can be guided to differentiate through the endodermal and hepatic commitment stages to become hepatocytelike cells (HLCs). As PSCs differentiate toward endoderm, then to hepatic lineage, the glycolysis and amino acid metabolic rate decreased significantly. Flux analysis using a compartmentalized metabolic flux model that considers cytosolmitochondria interactions revealed that the progressive decline in glycolysis flux coincides with an increase in activities of oxidative phosphorylation (OxPhos) and TCA cycle. This increase in OxPhos activity was also accompanied by increased mitochondria activity. Transcriptome analysis showed that the expression of a number of enzymes and transporter in glucose metabolism decreased as PSCs differentiate toward HLCs. Using a kinetic model of energy metabolism, we showed that the decrease in the expression of those genes could account for the metabolic shift during the differentiation. Our results suggest that metabolic shift may play a role in in vitro PSC differentiation to HLC. Consistently, aborting the metabolic shift by culturing differentiating HLCs at a high glucose level showed a decreased degree of maturation. We then asked the question whether such metabolic shift occurred during embryonic liver development. Lacking fetal liver metabolism data, we examined the transcriptome data of developing liver in mouse embryo. We compiled the transcriptome data of human PSCs differentiation to HLCs and mouse embryonic liver development and performed cross-species in vivo vs. in vitro meta-analysis. After batch corrections on the combined data set cells at different stages of HLC differentiation and different embryonic days of mouse liver development aligned chronologically on a unified developmental "time" scale. The results show that in vitro HLC differentiation of human PSCs reached an equivalent period of E(Embryo day)13-E15 in mouse development, but lacked full maturity of hepatocytes. Furthermore, the enzymes of glucose metabolism behaved similarly in embryonic liver development and in HLC differentiation up to E15. In late stages of embryonic liver development, many of the metabolic enzymes subsequently switch their isoforms to those of the mature hepatocyte. The isoform switch of glycolytic enzymes may reflect the final switch to the mature metabolic nature of the liver. Although, we observe many similar trends in our differentiation, failure to switch isoforms in in vitro differentiation is a key contributor to the lack of maturity of HLCs. In conclusion, the energy metabolism undergoes significant changes over the course of in vitro differentiation from PSCs towards hepatocytes. The shift in energy metabolism is the result, but has also been proposed to be a possible driver, of the differentiation. To enhance the maturation of HLCs, correcting the expression of the genes that fail to progress concordantly as in mouse embryonic liver beyond E15 is a tempting proposition. However, this metabolic study also suggests that providing an appropriate environment to elicit a shift toward the metabolic state of mature hepatocytes may be equally important.
机译:源自人类多能干细胞(PSC)的肝细胞作为肝细胞治疗和体外毒性研究的无限细胞来源具有广阔的前景。通过处理一系列细胞因子和生长因子以模拟胚胎发育,可以指导PSC通过内胚层和肝脏定型阶段分化为肝细胞样细胞(HLC)。随着PSC向内胚层分化,然后向肝谱系分化,糖酵解和氨基酸代谢率显着下降。使用考虑了细胞线粒体相互作用的分区代谢通量模型进行的通量分析显示,糖酵解通量的逐步下降与氧化磷酸化(OxPhos)和TCA循环活性的增加相吻合。 OxPhos活性的增加还伴随着线粒体活性的增加。转录组分析显示,随着PSC向HLC的分化,葡萄糖代谢中许多酶和转运蛋白的表达降低。使用能量代谢的动力学模型,我们表明那些基因表达的减少可能解释了分化过程中的代谢转移。我们的结果表明,代谢转变可能在体外PSC向HLC分化中起作用。一致地,通过在高葡萄糖水平下培养分化的HLC来中止新陈代谢的转变,表明其成熟度降低。然后,我们问一个问题:在胚胎肝发育过程中是否发生了这种代谢变化。缺乏胎儿肝脏代谢数据,我们检查了小鼠胚胎中发育中的肝脏的转录组数据。我们收集了人类PSC分化为HLC和小鼠胚胎肝脏发育的转录组数据,并在体内进行了跨物种的体外荟萃分析。在对组合数据集进行批处理校正后,处于HLC分化不同阶段和小鼠肝脏发育不同胚胎天数的细胞按时间顺序排列在统一的发育“时间”尺度上。结果表明,在小鼠发育过程中,人PSC的体外HLC分化达到了E(胚胎日)13-E15的等效时期,但肝细胞缺乏完全的成熟度。此外,葡萄糖代谢酶在胚胎肝发育和直至E15的HLC分化中表现相似。在胚胎肝脏发育的后期,许多代谢酶随后将其同工型转换为成熟肝细胞的同工型。糖酵解酶的同工型转换可能反映了对肝脏成熟代谢特性的最终转换。虽然,我们在分化过程中观察到了许多类似的趋势,但在体外分化中无法转换同工型是导致HLC缺乏成熟的关键原因。总之,能量代谢在从PSCs向肝细胞的体外分化过程中发生了显着变化。能量代谢的转变是这种分化的结果,但也被认为可能是这种分化的驱动因素。为了增强HLC的成熟性,纠正在E15以外的小鼠胚胎肝脏中无法一致进展的基因的表达是一个诱人的主张。但是,这项代谢研究也表明,提供适当的环境以引发向成熟肝细胞代谢状态的转变可能同样重要。

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