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Updated: Jun 12, 2026

Preparation of Frozen Non-Human Primate Fetal Islets for Combined Single Nuclei RNA-Sequencing and ATAC-Sequencing, and Bulk Metabolomics
Published on: November 8, 2024
Pre-implantation embryo metabolism identified by PEMA reveals endogenous lactate insufficiency contributes to
Jingyu Li1, Weibo Hou2,3, Qi Zhao2
1Chongqing Key Laboratory of Human Embryo Engineering and Precision Medicine, Center for Reproductive Medicine, Chongqing Health Center for Women and Children, Women and Children's Hospital of Chongqing Medical University, Chongqing 400010, China.
Abstract:
Metabolism is a major regulator of pre-implantation embryonic development, but pre-implantation development arrest (PIDA) due to abnormal metabolisms remains ambiguous. By estimating a weight for each metabolic reaction using the translatome data, we developed a computational tool to perform pre-implantation embryos metabolic analysis (PEMA), and uncovered that the embryos exist in high activities of lactate dehydrogenase and lactate synthesis when major zygotic genome activation (ZGA) occurs in humans and mice. The insufficiency of endogenous lactate was predicted by PEMA in human 8-cell PIDA and corrected human tripronuclear (ch3PN) embryos, which was coordinated with failed H3K18lac and major ZGA. In transcriptomes, the human PIDA embryos resembled endogenous lactate-deprived mouse embryos. Lac-CoA addition could promote H3K18lac, major ZGA, and ch3PN pre-implantation development. Collectively, our study decodes the metabolic abnormalities in human PIDA embryos. The experimental validation suggests that PEMA offers an opportunity to study metabolic heterogeneity in early embryos.
