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Mutations in the NRF2-KEAP1 pathway are common in non-small cell lung cancer (NSCLC) and confer broad-spectrum therapeutic resistance, leading to poor outcomes. The cystine/glutamate antiporter, system x, is one of the >200 cytoprotective proteins controlled by NRF2, which can be non-invasively imaged by ()-4-(3-F-fluoropropyl)-l-glutamate ([F]FSPG) positron emission tomography (PET). Through genetic and pharmacologic manipulation, we show that [F]FSPG provides a sensitive and specific marker of NRF2 activation in advanced preclinical models of NSCLC. We validate imaging readouts with metabolomic measurements of system x activity and their coupling to intracellular glutathione concentration. A redox gene signature was measured in patients from the TRACERx 421 cohort, suggesting an opportunity for patient stratification prior to imaging. Furthermore, we reveal that system x is a metabolic vulnerability that can be therapeutically targeted for sustained tumour growth suppression in aggressive NSCLC. Our results establish [F]FSPG as predictive marker of therapy resistance in NSCLC and provide the basis for the clinical evaluation of both imaging and therapeutic agents that target this important antioxidant pathway.
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http://dx.doi.org/10.1101/2023.12.16.572007 | DOI Listing |
Cell Mol Biol (Noisy-le-grand)
September 2025
Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Despite significant advancements in the treatment of non-small cell lung cancer (NSCLC) using conventional therapeutic methods, drug resistance remains a major factor contributing to disease recurrence. In this study, we aimed to explore the potential benefits of combining PI3K inhibition with Cisplatin in the context of NSCLC-derived A549 cells. Human non-small cell lung cancer A549 cells were cultured and treated with BKM120, cisplatin, or their combination.
View Article and Find Full Text PDFBrief Bioinform
August 2025
Department of Respiratory Medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157, Xiwu Road, Xincheng District, Xi'an 710004, China.
Accurate tumor mutation burden (TMB) quantification is critical for immunotherapy stratification, yet remains challenging due to variability across sequencing platforms, tumor heterogeneity, and variant calling pipelines. Here, we introduce TMBquant, an explainable AI-powered caller designed to optimize TMB estimation through dynamic feature selection, ensemble learning, and automated strategy adaptation. Built upon the H2O AutoML framework, TMBquant integrates variant features, minimizes classification errors, and enhances both accuracy and stability across diverse datasets.
View Article and Find Full Text PDFDrug Dev Res
September 2025
R. C. Patel Institute of Pharmaceutical Education and Research, Shirpur, Maharashtra, India.
Non-small cell lung cancer (NSCLC) remains a leading cause of cancer-related mortality, with "epidermal growth factor receptor (EGFR)" mutations playing a pivotal role in tumor progression and carcinogenesis. "Third-generation epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs)," such as Osimertinib, have significantly improved treatment outcomes by overcoming resistance mechanisms like the T790M mutation. However, Osimertinib's clinical application is limited by cardiotoxicity concerns, necessitating safer alternatives.
View Article and Find Full Text PDFRep Pract Oncol Radiother
August 2025
Department of Oncology and Radiotherapy, University Hospital in Pilsen, Pilsen, Czech Republic.
In the recent years, the clinical stage where the cancer has spread beyond the primary site, but has not yet metastasised extensively, and which is known as oligometastatic disease (OMD), has become an object of interest to radiation oncologists. OMD is a kind of an "umbrella term" for a variety of clinical situations. This review focuses on the role of radiotherapy (RT) in the treatment of oligometastatic non-small cell lung cancer (OM-NSCLC).
View Article and Find Full Text PDFFront Oncol
August 2025
School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou, Guangdong, China.
Introduction: Endothelial cells play a critical role in tumor-associated vasculature formation and immune modulation, and dysregulation of transcription factors (TFs) such as Meox1 has been associated with various cancers, including non-small cell lung cancer (NSCLC). Meox1 has been implicated in promoting both tumor-promoting and immune-suppressing functions.
Methods: In this study, to systematically map TF dynamics across cancer and immune cells, we performed scRNA-seq on tumor tissues and used the SCENIC framework for regulon analysis, revealing cell-type-specific gene regulatory networks.