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Background: The regulatory network governing triacylglycerol (TAG) and fatty acid (FA) accumulation in hexaploid Camellia oleifera kernels remains unclear due to the lack of an appropriate reference genome. In this study, we combined oil trait measurements with multi-omics analyses (global transcriptomics, miRNA sequencing, proteomics, and metabolomics) across 3 harvest stages, using the hexaploid C. oleifera 'Changlin 40' genome as reference.
Results: Integrated analysis of oil traits and multi-omics data demonstrated that premature harvesting (1 week before the recommended date) decreased oil production and enhanced saturated FAs composition, while postponed harvesting (1 week after the recommended date) preserved oil yield and increased oleic and linolenic acid contents. Comprehensive pathway analysis identified 11 key metabolic pathways involved in TAG and FA biosynthesis and catabolism, revealing their coordination with terpene and flavonoid synthesis under the influence of carbohydrate metabolism. Within the 11 metabolic pathways, key regulatory enzymes comprised alcohol dehydrogenase and galactosidase that negatively regulated TAG biosynthesis, palmitoyl-protein thioesterase that mediated short-chain saturated FA formation, and acyl-CoA thioesterase that enhanced long-chain unsaturated FA production. Additionally, we detected novel associations between TAG/FA accumulation and non-canonical factors, including noncoding RNAs (circR007, lncR114741, miR167h, miR166, miR398a-3p, miR398d, and miR396a-3p), proteins (seed storage protein, caffeic acid O-methyltransferase, galactose oxidase, No Pollen Germination 1, Coronatine Insensitive 1), and metabolites (L-carnitine and L-glutamate). The reliability of our findings was confirmed through qRT-PCR (RNA validation) and Parallel Reaction Monitoring (protein validation).
Conclusion: This study established the regulatory network TAG and FA accumulation in hexaploid C. oleifera kernels, and provided foundational molecular framework for breeding high-yield, high-quality C. oleifera cultivars through marker-assisted selection.
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http://dx.doi.org/10.1186/s12870-025-07063-y | DOI Listing |
RNA Biol
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Department of Stem Cell Biology, School of Medicine, Konkuk University, Seoul, Republic of Korea.
Neural stem cells (NSCs) are multipotent stem cells with self-renewal capacity, able to differentiate into all neural lineages of the central nervous system, including neurons, oligodendrocytes, and astrocytes; thus, their proliferation and differentiation are essential for embryonic neurodevelopment and adult brain homoeostasis. Dysregulation in these processes is implicated in neurological disorders, highlighting the need to elucidate how NSCs proliferate and differentiate to clarify the mechanisms of neurogenesis and uncover potential therapeutic targets. MicroRNAs (miRNAs) are small, post-transcriptional regulators of gene expression involved in many aspects of nervous system development and function.
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Key Laboratory of the Ministry of Education for Wildlife and Plant Resources Conservation in Southwest China, College of Life Sciences, China West Normal University, Nanchong, Sichuan, China.
Enterotoxigenic Escherichia coli (ETEC) is a prevalent intestinal pathogen that significantly impacts both human and animal health. G83, isolated from giant panda feces, has demonstrated notable probiotic properties. In this study, C57BL/6 J mice were randomly divided into Control, ETEC, and G83 groups.
View Article and Find Full Text PDFBiotechnol J
September 2025
Department of Biochemical Engineering, University College London, London, UK.
Chimeric antigen receptor T-cell (CAR-T) therapies have demonstrated clinical efficacy in treating haematological malignancies, resulting in multiple regulatory approvals. However, there is a need for robust manufacturing platforms and the use of GMP-aligned reagents to meet the clinical and commercial demands. This study investigates the impact of serum/xeno-free medium (SXFM) and cytokine supplementation on CAR-T cell production in static and agitated culture systems, using 24-well plate G-Rex vessels and 500 mL stirred tank bioreactors (STRs), respectively.
View Article and Find Full Text PDFNucleic Acids Res
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School of Software, Shandong University, Jinan 250101, Shandong, China.
Spatial transcriptomics (ST) reveals gene expression distributions within tissues. Yet, predicting spatial gene expression from histological images still faces the challenges of limited ST data that lack prior knowledge, and insufficient capturing of inter-slice heterogeneity and intra-slice complexity. To tackle these challenges, we introduce FmH2ST, a foundation model-based method for spatial gene expression prediction.
View Article and Find Full Text PDFNucleic Acids Res
September 2025
Department of Applied Science and Technology, Politecnico di Torino, Corso Duca degli Abruzzi 24, 10129 Torino, Italy.
Cells may exploit oscillatory gene expression to encode biological information. Temporal features of oscillations, such as pulse frequency and amplitude, are determinant for the outcome of signalling pathways. However, little effort has been devoted to unveiling the role of pulsatility in the context of post-transcriptional gene regulation, where microRNAs act by binding to RNAs and regulate their expression.
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