bioRxivCancer BiologyPreprint
Treatment-Resilient Lipid Remodeling Defines Temozolomide Resistance and Failure of Simvastatin Sensitization in Glioblastoma
Kianoosh NaghibzadehiD, Hyunjin ChoiD, Amir Barzegar BehrooziD, Mahboubeh KavoosiiD, Marco CordaniiD, Marek ŁośiD, Stevan PeciciD, Carla VitorinoiD, Carla Vitorino, Amir RavandiiD, Shahla ShojaeiiD, Saeid GhavamiiD
Abstract
Temozolomide (TMZ) resistance remains a major barrier to durable control of glioblastoma (GB). Our previous studies showed that simvastatin can enhance TMZ-induced cell death in non-resistant GB cells by disrupting autophagosome-lysosome fusion and engaging stress-response pathways, whereas established TMZ-resistant cells maintain impaired autophagy flux and remain refractory to TMZ, simvastatin, and their combination. Here, we asked whether this loss of therapeutic responsiveness is accompanied by a treatment-resilient lipid state. Targeted LC-MS quantified 304 lipid species across 25 analytical classes in non-resistant (NR) and TMZ-resistant (R) U251-mKate cells under control, simvastatin (ST), TMZ, and TMZ-ST conditions. Global heatmap, principal-component, volcano, and exploratory PLS-DA analyses demonstrated persistent NR/R lipidomic separation across all four treatment states. Resistant cells recurrently displayed enrichment of lysophospholipids, selected sphingolipids/glycosphingolipids, and cholesteryl esters, with depletion or redistribution of several glycerophospholipid and diacylglycerol pools. A family-resolved analysis across 19 lipid families showed that resistance status was most strongly associated with phosphatidylinositol (PI; PERMANOVA R^2=0.52), phosphatidylglycerol (PG; R^2=0.49), lysophosphatidylcholine (LPC; R^2=0.46), lysophosphatidylethanolamine (LPE; R^2=0.45), ether/plasmalogen phosphatidylcholine (R^2=0.45), and phosphatidylcholine (R^2=0.41). Structure-informed target prediction of discriminant lipids generated pathway hypotheses involving Rap1, PI3K-Akt, phospholipase D, calcium, PPAR, and lipid-metabolic signaling. Transmission electron microscopy showed persistent vesicle-rich, autophagosome-like architecture in resistant cells across treatment conditions, consistent with the previously established late-stage autophagy defect. These data extend the autophagy-cholesterol model of TMZ resistance to a broader membrane-remodeling program and indicate that failure of statin sensitization is associated with coordinated lipid-family remodeling rather than a single lipid species or pathway. The identified lipid families and cholesterol-storage phenotype provide testable vulnerabilities for future functional validation. An exploratory family-level linear SVM analysis provided an orthogonal proof-of-concept: several membrane and storage-lipid families retained complete NR/R separation when an entire treatment was withheld, but these internal results were interpreted as supplementary evidence rather than as a validated classifier.
- organism: human
- assay: metabolomics
- research focus: differential expression
- approach: statistical model
- Citations
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