Zhimin Chen, Yuke Wang, Xiaojia Xu, Min Zhao, Xiao Zhou
Analysis of 80,736 single cells revealed extensive heterogeneity across epithelial, immune, and stromal compartments. Trajectory analysis of the myeloid lineage suggested a tumor-associated differentiation continuum extending from circulating monocytes toward a specialized angiogenic macrophage state characterized by transcriptional programs associated with extracellular matrix remodeling and immunoregulatory signaling. Concurrently, malignant keratinocyte populations displayed inferred copy-number alterations and activation of invasive transcriptional programs, accompanied by the emergence of distinct cancer-associated fibroblast subsets associated with stromal remodeling. Ligand-receptor modeling further identified extensive predicted communication networks linking macrophages, fibroblasts, and malignant epithelial cells within the tumor niche. Furthermore, transcription factor activity inference highlighted the nuclear receptor NR1H3 as a candidate regulator associated with the angiogenic macrophage program, and the NR1H3-associated transcriptional signature correlated with poor survival across multiple squamous cell carcinoma cohorts.
Gastric cancer remains a leading cause of cancer-related mortality worldwide, and the identification of clinically relevant biomarkers is critical for improving patient outcomes. Oxidized low-density lipoprotein receptor 1 (OLR1) has been implicated in tumor progression; however, its role in gastric cancer and the tumor microenvironment remains unclear. OLR1 expression and clinical significance were analyzed using The Cancer Genome Atlas (TCGA) dataset and validated in gastric cancer cell lines. Gain- and loss-of-function experiments, together with in vitro and in vivo assays, were performed to investigate the biological functions and underlying mechanisms of OLR1 in gastric cancer progression. OLR1 was significantly upregulated in gastric cancer and associated with unfavorable prognosis. Functional analyses demonstrated that OLR1 promoted gastric cancer cell proliferation, migration, and tumor growth. Mechanistically, OLR1 activated NF-κB signaling and facilitated macrophage polarization toward the M2 phenotype, thereby contributing to a protumorigenic microenvironment. OLR1 promotes gastric cancer progression through activation of NF-κB signaling and modulation of macrophage polarization. These findings identify OLR1 as a potential prognostic biomarker and therapeutic target for gastric cancer.