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Biology subjects

Swinnen, J.

Publications and source records attributed to Swinnen, J..

5 recordsLinked to original sources

Loss of PREPL alters lipid homeostasis due to mitochondrial defects

Loss of the prolyl endopeptidase-like (PREPL) protein causes congenital myasthenic syndrome-22 (CMS22), a rare neuromuscular and metabolic disorder. PREPL belongs to the serine hydrolase superfamily, but its physiological substrates remain unknown. Based on the predicted lipid binding pocket in its crystal structure and its in vitro esterase activity, we hypothesized that PREPL might act as a lipase in vivo and directly regulate lipid metabolism. To test this, we performed unbiased lipidomics in Prepl knockout (KO) mouse brains and CRISPR-Cas9-generated KO cell lines. Across tissue and cell types, global phospholipid composition was largely unchanged, with only modest, non-significant increases in lysophospholipids, arguing against a direct role of PREPL in (lyso)phospholipid turnover. In contrast, PREPL KO HEK293T cells exhibited a significant accumulation of triacylglycerols (TAGs) and an increased number of lipid droplets, indicating a selective shift toward lipid storage. Given the central role of peroxisomes in lipid metabolism, we assessed PREPL localization and examined peroxisome number, morphology, and levels of key peroxisomal proteins. PREPL did not localize to peroxisomes, and peroxisome number and proteins levels were largely unchanged. However, KO cells displayed elongated peroxisomes, a phenotype possibly linked to mitochondrial dysfunction. Indeed, previous studies have shown that PREPL localizes to mitochondria and is required for respiratory chain activity and oxidative phosphorylation. These mitochondrial defects are predicted to impair fatty acid {beta}-oxidation and disrupt redox balance, thereby promoting TAG synthesis and lipid droplet biogenesis as adaptive responses. Overall, our findings indicate that PREPL does not act as a canonical lipase but indirectly alters lipid homeostasis through its critical role in mitochondrial function. Elevated TAG levels and altered peroxisome morphology likely represent secondary consequences of impaired mitochondrial fatty acid metabolism in PREPL-deficient cells. These results establish a mechanistic link between mitochondrial dysfunction and lipid remodeling in PREPL deficiency, providing novel insights into the metabolic pathology of CMS22.

biochemistry↗

Multi-omics integration and batch correction using a modality-agnostic deep learning framework

State-of-the-art biotechnologies allow the detection of different molecular species on the same biological sample, generating complex highly-dimensional multi-modal datasets. Gaining a holistic understanding of biological phenomena, such as oncogenesis or aging, requires integrating these diverse modalities into low-dimensional data representations while correcting for technical artifacts. Here we present MIMA, a modular, unsupervised AI framework for multi-omics data integration and batch correction. Applied to complex spatial and single-cell datasets, MIMA effectively removes batch effects, while preserving biologically relevant information, and learns representations predictive of expert pathologist annotations. Additionally, it enables cross-modal translation, uncovers molecular patterns not captured by manual annotations, and despite being modality-agnostic performs on par with specialized state-of-the-art tools. MIMAs flexibility and scalability make it a powerful tool for multimodal data analysis. MIMA provides a foundation for AI-based, multi-omics augmented digital pathology frameworks, offering new opportunities for improved patient stratification and precision medicine through the comprehensive integration of high-dimensional molecular data and histopathological imaging.

bioinformatics↗

Comparative transcriptomics provides insight into molecular mechanisms of zinc tolerance in the ectomycorrhizal fungus Suillus luteus

Zinc is a major soil contaminant and high zinc levels can disrupt growth, survival, and reproduction of fungi. Some fungal species have evolved zinc tolerance through cell processes mitigating zinc toxicity, though the genes and detailed mechanisms underlying fungal zinc tolerance remain unexplored. To fill this gap in knowledge, we investigated the gene expression of zinc tolerance in the mycorrhizal fungus Suillus luteus. We found that zinc tolerance in this species is both a constitutive and environmentally dependent trait. Highly differentially expressed genes were predicted to be involved in transmembrane transport, metal chelation, oxidoreductase activity, and signal transduction. Some of these genes were previously reported as candidates for S. luteus zinc tolerance, while others are reported here for the first time. Overall, we found S. luteus zinc tolerance is associated with differences in expression of genes involved in metal exclusion and immobilization, as well as recognition and mitigation of metal-induced oxidative stress. Our results contribute to understanding the mechanisms of fungal metal tolerance and pave the way for further research on the role of metal tolerance in mycorrhizal associations.

genomics↗

ORP5 REGULATES TRANSPORT OF LIPIDS AND CALCIUM TO MITOCHONDRIA AT ENDOPLASMIC RETICULUM-MITOCHONDRIA MEMBRANE CONTACT SITES

Mitochondria are dynamic organelles essential for cell survival whose structural and functional integrity rely on selective and regulated transport of lipids from/to the endoplasmic reticulum (ER) and across the mitochondrial intermembrane space. As they are not connected by vesicular transport, the exchange of lipids between ER and mitochondria occurs at sites of close organelle apposition called membrane contact sites. However, the mechanisms and proteins involved in these processes are only beginning to emerge. Here, we show that the main physiological localization of the lipid transfer proteins ORP5 and ORP8 is at mitochondria-associated ER membranes (MAMs) subdomains, physically linked to the MIB/MICOS complexes that bridge the two mitochondrial membranes. We also show that ORP5/8 mediate non-vesicular transport of phosphatidylserine (PS) lipids from the ER to mitochondria by cooperating with the MIB/MICOS complexes. Overall our study reveals a novel physical and functional link between ER-mitochondria contacts involved in lipid transfer and intra-mitochondrial membranes contacts maintained by the MIB/MICOS complexes.

cell biology↗

Endocytosis of very low-density lipoprotein particles: an unexpected mechanism for lipid acquisition by breast cancer cells

We previously described the expression of CD36 and lipoprotein lipase (LPL) by breast cancer (BC) cells and tissues, and the growth-promoting effect of very low-density lipoprotein (VLDL) supplementation observed in BC cell lines only in the presence of LPL. We now describe the deployment of LPL by BC cells. Our data support a model in which LPL is bound to a heparin-like heparan sulfate proteoglycan motif on the BC cell surface and acts in concert with the VLDL receptor to rapidly internalize intact lipoproteins via receptor-mediated endocytosis. We further observe substantial alterations in gene expression programs related to pathways for lipid acquisition (synthesis vs. uptake) in response to each the availability of exogenous triglyceride in tissue culture media and LPL expression status. Current literature emphasizes de novo fatty acid synthesis as the paramount mechanism for lipid acquisition by cancer cells. Our findings indicate that exogenous lipid uptake can serve as an important method of lipid acquisition for cancer cells, alongside de novo lipogenesis, and that the relative reliance on these two modes of lipid acquisition may vary among different BC cell lines and in response to nutrient availability. This concept has obvious implications for the development of therapies aimed at the lipid dependence of many different cancer types. Moreover, the mechanism that we have elucidated provides a direct connection between dietary fat and tumor biology.

cancer biology↗