Palmitoylation-related lncRNAs link molecular signaling, immune remodeling, and tumor progression in glioma: prognostic modeling and functional validation of LYRM4-AS1.
Juan Xu, Chen Zhang, Lingling Pu, Xiaoyang Zhu, Xiaoan Sheng, Juanjuan Dong, Miaomiao Song, Chao Wang
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引用次数: 0
Abstract
Background: Glioma is a molecularly heterogeneous tumor of the central nervous system with variable clinical behavior, immune contexture, and therapeutic response. Palmitoylation is a reversible lipid modification that regulates membrane localization, synaptic signaling, inflammatory pathways, and oncogenic signaling; however, the prognostic and functional relevance of palmitoylation-related long non-coding RNAs (PRlncRNAs) in glioma remains incompletely defined.
Methods: Transcriptomic and clinical data for 429 glioma patients were obtained from TCGA. Thirty palmitoylation-related genes were used to identify PRlncRNAs through co-expression analysis. A prognostic signature was constructed using univariate Cox regression, LASSO-Cox regression, and multivariate Cox regression. The model was evaluated by Kaplan-Meier analysis, ROC curves, time-dependent ROC analysis, Cox regression, C-index analysis, nomogram modeling, calibration curves, and an institutional clinical cohort of 46 paired glioma and adjacent tissues. Functional enrichment, immune deconvolution, tumor microenvironment scoring, TIDE-based immunotherapy prediction, TMB/MSI analysis, and pRRophetic-based drug-sensitivity analysis were performed. U87 and U251 glioma cells, LYRM4-AS1 knockdown, in vitro functional assays, and nude-mouse xenografts were used for biological validation.
Results: A six-PRlncRNA signature consisting of POLR2J4, LYRM4-AS1, BX640514.2, AL592295.6, AL390755.1, and AC018730.1 stratified glioma patients into high- and low-risk groups with significantly different overall survival. The risk score remained an independent prognostic factor and showed strong predictive performance for 1-, 3-, and 5-year survival. Risk-associated genes were enriched in extracellular matrix organization, leukocyte-mediated immunity, neuroactive ligand-receptor interaction, MAPK signaling, cytokine-receptor interaction, cell-cycle programs, and ECM-receptor interaction. High-risk tumors displayed increased stromal, immune, and ESTIMATE scores, higher expression of multiple immune checkpoint genes, higher TIDE scores, and elevated TMB/MSI levels. Clinical validation confirmed differential expression of the six PRlncRNAs and the prognostic value of the risk score. Functionally, LYRM4-AS1 knockdown inhibited glioma cell proliferation, EdU incorporation, migration, invasion, and colony formation, while suppressing xenograft growth, increasing TUNEL-positive apoptotic cells, and reducing Ki-67, CD31, and MMP9 expression.
Conclusion: This study identifies a palmitoylation-related lncRNA signature that integrates molecular signaling, immune remodeling, and prognosis in glioma. LYRM4-AS1 acts as a functional driver of glioma progression and may represent a candidate biomarker and therapeutic target at the crossroads of neural tumorigenesis and immune-microenvironmental regulation.
期刊介绍：
Frontiers in Molecular Neuroscience is a first-tier electronic journal devoted to identifying key molecules, as well as their functions and interactions, that underlie the structure, design and function of the brain across all levels. The scope of our journal encompasses synaptic and cellular proteins, coding and non-coding RNA, and molecular mechanisms regulating cellular and dendritic RNA translation. In recent years, a plethora of new cellular and synaptic players have been identified from reduced systems, such as neuronal cultures, but the relevance of these molecules in terms of cellular and synaptic function and plasticity in the living brain and its circuits has not been validated. The effects of spine growth and density observed using gene products identified from in vitro work are frequently not reproduced in vivo. Our journal is particularly interested in studies on genetically engineered model organisms (C. elegans, Drosophila, mouse), in which alterations in key molecules underlying cellular and synaptic function and plasticity produce defined anatomical, physiological and behavioral changes. In the mouse, genetic alterations limited to particular neural circuits (olfactory bulb, motor cortex, cortical layers, hippocampal subfields, cerebellum), preferably regulated in time and on demand, are of special interest, as they sidestep potential compensatory developmental effects.
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