The metabolic network model of primed/naive human embryonic stem cells underlines the importance of oxidation-reduction potential and tryptophan metabolism in primed pluripotency

Yousefi, M ; Sharif University of Technology | 2019

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  1. Type of Document: Article
  2. DOI: 10.1186/s13578-019-0334-7
  3. Publisher: BioMed Central Ltd , 2019
  4. Abstract:
  5. Background: Pluripotency is proposed to exist in two different stages: Naive and Primed. Conventional human pluripotent cells are essentially in the primed stage. In recent years, several protocols have claimed to generate naive human embryonic stem cells (hESCs). To the best of our knowledge, none of these protocols is currently recognized as the gold standard method. Furthermore, the consistency of the resulting cells from these diverse protocols at the molecular level is yet to be shown. Additionally, little is known about the principles that govern the metabolic differences between naive and primed pluripotency. In this work, using a computational approach, we tried to shed light on these basic issues. Results: We showed that, after batch effect removal, the transcriptome data of eight different protocols which supposedly produce naive hESCs are clustered consistently when compared to the primed ones. Next, by integrating transcriptomes of all hESCs obtained by these protocols, we reconstructed p-hESCNet and n-hESCNet, the first metabolic network models representing hESCs. By exploiting reporter metabolite analysis we showed that the status of NAD $$^{+}$$ + and the metabolites involved in the TCA cycle are significantly altered between naive and primed hESCs. Furthermore, using flux variability analysis (FVA), the models showed that the kynurenine-mediated metabolism of tryptophan is remarkably downregulated in naive human pluripotent cells. Conclusion: The aim of the present paper is twofold. Firstly, our findings confirm the applicability of all these protocols for generating naive hESCs, due to their consistency at the transcriptome level. Secondly, we showed that in silico metabolic models of hESCs can be used to simulate the metabolic states of naive and primed pluripotency. Our models confirmed the OXPHOS activation in naive cells and showed that oxidation-reduction potential vary between naive and primed cells. Tryptophan metabolism is also outlined as a key pathway in primed pluripotency and the models suggest that decrements in the activity of this pathway might be an appropriate marker for naive pluripotency. © 2019 The Author(s)
  6. Keywords:
  7. Genome-scale metabolic networks ; Human embryonic stem cells ; Kynurenine metabolism ; Systems biology ; Tryptophan metabolism ; Cysteine ; Fatty acid ; Isoleucine ; Kynurenine ; Leucine ; Methionine ; Transcriptome ; Tryptophan ; Valine ; Article ; Cell heterogeneity ; Citric acid cycle ; Computer model ; Fatty acid metabolism ; Gene expression ; Human ; Human cell ; Human embryonic stem cell ; Oxidation reduction potential ; RNA sequence ; Tryptophan metabolism
  8. Source: Cell and Bioscience ; Volume 9, Issue 1 , 2019 ; 20453701 (ISSN)
  9. URL: https://cellandbioscience.biomedcentral.com/articles/10.1186/s13578-019-0334-7