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Article

Early Differentiation Signatures in Human Induced Pluripotent Stem Cells Determined by Non-Targeted Metabolomics Analysis

by
Rodi Abdalkader
1,*,
Romanas Chaleckis
2,† and
Takuya Fujita
1,3
1
Ritsumeikan Global Innovation Research Organization (R-GIRO), Ritsumeikan University, Kusatsu 525-8577, Shiga, Japan
2
Gunma University Initiative for Advanced Research (GIAR), Gunma University, Maebashi 371-8511, Gunma, Japan
3
Graduate School of Pharmaceutical Sciences, Ritsumeikan University, Kusatsu 525-8577, Shiga, Japan
*
Author to whom correspondence should be addressed.
Present address: Department of Occupational and Environmental Health, Nagoya City University Graduate School of Medical Sciences, Nagoya 467-8601, Aichi, Japan.
Metabolites 2023, 13(6), 706; https://doi.org/10.3390/metabo13060706
Submission received: 20 April 2023 / Revised: 24 May 2023 / Accepted: 26 May 2023 / Published: 29 May 2023
(This article belongs to the Section Cell Metabolism)

Abstract

Human induced pluripotent stem cells (hiPSCs) possess immense potential as a valuable source for the generation of a wide variety of human cells, yet monitoring the early cell differentiation towards a specific lineage remains challenging. In this study, we employed a non-targeted metabolomic analysis technique to analyze the extracellular metabolites present in samples as small as one microliter. The hiPSCs were subjected to differentiation by initiating culture under the basal medium E6 in combination with chemical inhibitors that have been previously reported to direct differentiation towards the ectodermal lineage such as Wnt/β-catenin and TGF-β kinase/activin receptor, alone or in combination with bFGF, and the inhibition of glycogen kinase 3 (GSK-3), which is commonly used for the diversion of hiPSCs towards mesodermal lineage. At 0 h and 48 h, 117 metabolites were identified, including biologically relevant metabolites such as lactic acid, pyruvic acid, and amino acids. By determining the expression of the pluripotency marker OCT3/4, we were able to correlate the differentiation status of cells with the shifted metabolites. The group of cells undergoing ectodermal differentiation showed a greater reduction in OCT3/4 expression. Moreover, metabolites such as pyruvic acid and kynurenine showed dramatic change under ectodermal differentiation conditions where pyruvic acid consumption increased 1–2-fold, while kynurenine secretion decreased 2-fold. Further metabolite analysis uncovered a group of metabolites specifically associated with ectodermal lineage, highlighting the potential of our findings to determine the characteristics of hiPSCs during cell differentiation, particularly under ectodermal lineage conditions.
Keywords: hiPSCs; non-targeted metabolomic; extracellular metabolites; differentiation hiPSCs; non-targeted metabolomic; extracellular metabolites; differentiation
Graphical Abstract

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MDPI and ACS Style

Abdalkader, R.; Chaleckis, R.; Fujita, T. Early Differentiation Signatures in Human Induced Pluripotent Stem Cells Determined by Non-Targeted Metabolomics Analysis. Metabolites 2023, 13, 706. https://doi.org/10.3390/metabo13060706

AMA Style

Abdalkader R, Chaleckis R, Fujita T. Early Differentiation Signatures in Human Induced Pluripotent Stem Cells Determined by Non-Targeted Metabolomics Analysis. Metabolites. 2023; 13(6):706. https://doi.org/10.3390/metabo13060706

Chicago/Turabian Style

Abdalkader, Rodi, Romanas Chaleckis, and Takuya Fujita. 2023. "Early Differentiation Signatures in Human Induced Pluripotent Stem Cells Determined by Non-Targeted Metabolomics Analysis" Metabolites 13, no. 6: 706. https://doi.org/10.3390/metabo13060706

APA Style

Abdalkader, R., Chaleckis, R., & Fujita, T. (2023). Early Differentiation Signatures in Human Induced Pluripotent Stem Cells Determined by Non-Targeted Metabolomics Analysis. Metabolites, 13(6), 706. https://doi.org/10.3390/metabo13060706

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