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Multiomics and Single-Cell Insights Reveal a Lysophosphatidic Acid-Mediated Resistant Mechanism to Third-generation
Ruyun Gao1, Ning Lou2, Sheng Yang1
1Department of Medical Oncology, Beijing Key Laboratory of Key Technologies for Early Clinical Trial Evaluation of Innovative Drugs for Major Diseases, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Purpose:
Third-generation EGFR tyrosine kinase inhibitors (TKI) have revolutionized the treatment of EGFR-mutant non-small cell lung cancer (NSCLC). However, acquired resistance remains a significant challenge. This study investigates the metabolic mechanisms driving third-generation EGFR-TKI resistance.
Experimental Design:
We conducted plasma metabolomics analysis on 216 longitudinal samples from 186 patients with NSCLC enrolled in the clinical trial of rezivertinib (NCT03386955). Additionally, multiomics profiling of rezivertinib-resistant cell lines, functional in vitro experiments, and single-cell RNA sequencing analyses of 215 patients with NSCLC were integrated to reveal underlying mechanisms.
Results:
Nonresponder patients exhibited elevated glycerophospholipids and dysregulated lysophospholipid (LPL) metabolism. Unsupervised clustering identified two patient subgroups, with cluster 1 (characterized by high LPL levels) associated with poorer survival (P = 0.022). A metabolite-based predictive model achieved robust performance [AUC: 0.7762 (training) and 0.7485 (test)]. Longitudinal analyses demonstrated LPLs and lysophosphatidic acid (LPA) accumulation during the resistance process. Integrated multiomics analyses highlighted epithelial-mesenchymal transition and glycerophospholipid reprogramming in rezivertinib-resistant cells. Functional assays confirmed that LPA promoted cell migration and invasion and attenuated the efficacy of third-generation EGFR-TKI, whereas disruption of the LPA-LPA receptor signaling axis reversed LPA-mediated resistance. Single-cell RNA sequencing identified an LPA-secreting malignant subset (cluster c4), characterized by enhanced epithelial-mesenchymal transition activation and extensive microenvironmental cross-talk through Wnt, TGF-β, and extracellular matrix signals.
Conclusions:
Our study highlights the pivotal role of LPA-mediated signaling and metabolic reprogramming in third-generation EGFR-TKI resistance. Targeting LPA production or its downstream pathways may offer novel therapeutic strategies to overcome resistance. This study provides critical metabolic insights for managing EGFR-mutant NSCLC.
Insights
Lysophosphatidic acid (LPA) metabolism drives resistance to third-generation EGFR tyrosine kinase inhibitors (TKIs) in non-small cell lung cancer (NSCLC). Targeting LPA pathways may overcome this resistance, offering new therapeutic strategies for NSCLC patients.
Area of Science:
- Oncology
- Metabolomics
- Molecular Biology
Background:
- Third-generation EGFR TKIs have improved NSCLC treatment.
- Acquired resistance to these TKIs remains a significant clinical challenge.
- Understanding resistance mechanisms is crucial for developing effective therapies.
Purpose of the Study:
- To investigate the metabolic mechanisms underlying resistance to third-generation EGFR TKIs.
- To identify key metabolic pathways and biomarkers associated with treatment resistance.
Main Methods:
- Plasma metabolomics on 216 longitudinal samples from 186 NSCLC patients.
- Multi-omics profiling of resistant cell lines.
- Functional in vitro assays and single-cell RNA sequencing (scRNA-seq).
Main Results:
- Elevated glycerophospholipids and dysregulated lysophospholipid (LPL) metabolism were observed in non-responders.
- High LPL levels correlated with poorer survival.
- LPA accumulation and epithelial-mesenchymal transition (EMT) were identified in resistant cells.
- LPA promoted cell migration, invasion, and TKI resistance; targeting LPA-LPAR reversed resistance.
- scRNA-seq revealed an LPA-secreting malignant subset with activated EMT and microenvironmental crosstalk.
Conclusions:
- LPA-mediated signaling and metabolic reprogramming are pivotal in third-generation EGFR-TKI resistance.
- Targeting LPA production or its signaling pathways presents a novel therapeutic strategy.
- These findings offer critical metabolic insights for managing EGFR-mutant NSCLC resistance.
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