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Open access Aug 2026

Carbon source–driven metabolic and regulatory remodeling defines phenomic states in Lipomyces starkeyi

Lipomyces is a genus of oleaginous yeasts with potential for contributing to reliable biomanufacturing supply chains. However, progress in advanced strain designs and engineering efforts are still constrained by a lack of understanding of the underlying molecular drivers of Lipomyces phenotypes. To address this gap, we collected a suite of multi-omic data to dissect how carbon source availability reshapes the metabolic network, lipid allocation, and regulatory architecture of Lipomyces starkeyi. We observed that glucose promotes biosynthetic and proliferative processes supported by abundant energy and carbon intermediates, xylose enhances redox-balancing mechanisms centered on the pentose phosphate pathway, and glycerol activates respiratory metabolism, β-oxidation, and the glyoxylate cycle. Lipid species distributions remained consistent in both nitrogen replete and depleted conditions across the carbon sources, indicating robust production mechanisms. Regulatory protein identification and network analysis revealed glycerol-driven respiratory growth favors regulatory programs integrating stress tolerance, redox balance, and lipid-associated metabolism, whereas xylose growth activates compensatory transcriptional responses aimed at maintaining mitochondrial function. Nitrogen limitation modulates the strength of these responses but does not fundamentally alter their direction, reinforcing carbon source as the dominant driver of regulatory architecture. Taken together, this data enhances the understanding of Lipomyces molecular rearrangements and provides a foundation for further development of predictive phenotypic tools in this genus.

L. Monteiro, Xiaolu Li, Kyle R. Pomraning et al. · 0 citations
Open access Aug 2026

Temporal multi-omic analysis uncovers sex-biased molecular programs underlying skeletal muscle adaptation to endurance training.

Exercise training confers broad health benefits, yet molecular regulators of skeletal muscle adaptation, particularly sex-specific mechanisms, remain incompletely understood. Integrating new and previously published multi-omics data from the molecular transducers of physical activity consortium (MoTrPAC), we characterized metabolomic, epigenomic, transcriptomic, proteomic, and post-translational modification (PTM) responses to 1-8 weeks of endurance exercise training in male and female rat gastrocnemius. While transcriptomic and proteomic responses were largely sex-concordant, there were distinct sex-specific training-induced PTM signatures, particularly in the redox proteome. Females exhibited decreased mitochondrial protein cysteine oxidation alongside increased oxidation of glycolytic proteins relative to males, suggesting sex-biased subcellular reactive oxygen species (ROS) dynamics. Multi-omic factor analysis (MOFA) identified coordinated sex-concordant molecular programs and further supported female-specific mechanisms of redox buffering with training. Together, these findings indicate that sex-specific skeletal muscle exercise adaptations are particularly evident at the PTM level in rats, and identify future avenues for precision exercise health and medicine.

Gina M. Many, C. Jin, N. Day et al. · 0 citations