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Integrative single-cell and spatial transcriptomic analysis reveals 4-HNE-related stromal remodeling in lung adenocarcinoma  期刊论文  

  • 编号:
    5092269259698AB9E19E502C1F673383
  • 作者:
  • 语种:
    英文
  • 期刊:
    TRANSLATIONAL ONCOLOGY ISSN:1936-5233 2026 年 72 卷 ; OCT
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  • 摘要:

    Background: 4-HNE is a lipid peroxidation product involved in oxidative stress, tumor microenvironment remodeling, and tumor progression. This study aimed to characterize the cellular distribution, prognostic relevance, and functional roles of 4-HNE-related molecular features in lung adenocarcinoma. Methods: 4-HNE-related targets were collected from ChEMBL and SwissTargetPrediction, followed by enrichment, differential expression, and survival analyses in TCGA-LUAD. A HNE_score was constructed using single-cell RNA-seq data. Cell-cell communication, fibroblast trajectory, transcription factor activity, spatial transcriptomics, machine learning, molecular docking, virtual knockout, and EdU assays were further performed. Results: A total of 1,280 4-HNE-related candidate targets were identified and were mainly associated with xenobiotic response, PPAR signaling, estrogen signaling, and chemical carcinogenesis-related pathways. At the single-cell level, higher HNE_score values were mainly observed in macrophage, epithelial, and fibroblast populations. The HNE_high state was associated with enhanced stromal communication and a matrix-remodeling pattern involving fibroblasts, epithelial cells, and myeloid cells, together with enrichment of CTHRC1-positive myofibroblastic cancer-associated fibroblast features. RRM2 and CYP4B1 were identified as stable HNE_scorerelated prognostic candidates with opposite prognostic associations. RRM2 knockdown reduced DNA synthesis and proliferation in PC9 cells, supporting its functional relevance in lung adenocarcinoma. Conclusion: This study provides a multilayered map of 4-HNE-related cellular states in lung adenocarcinoma and links 4-HNE activity to stromal remodeling, altered cell-cell communication, and prognostic gene screening. RRM2 and CYP4B1 may represent key HNE-related prognostic candidates, with RRM2 showing functional relevance in tumor cell proliferation.

  • 推荐引用方式
    GB/T 7714:
    Zhang Pei,Ma Ke,Yu Yue, et al. Integrative single-cell and spatial transcriptomic analysis reveals 4-HNE-related stromal remodeling in lung adenocarcinoma [J].TRANSLATIONAL ONCOLOGY,2026,72.
  • APA:
    Zhang Pei,Ma Ke,Yu Yue,Cao Xu-Chen,&Lyu Yang.(2026).Integrative single-cell and spatial transcriptomic analysis reveals 4-HNE-related stromal remodeling in lung adenocarcinoma .TRANSLATIONAL ONCOLOGY,72.
  • MLA:
    Zhang Pei, et al. "Integrative single-cell and spatial transcriptomic analysis reveals 4-HNE-related stromal remodeling in lung adenocarcinoma" .TRANSLATIONAL ONCOLOGY 72(2026).
  • 入库时间:
    9/13/2026 9:36:47 PM
  • 更新时间:
    9/13/2026 9:36:47 PM
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