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<p>Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death, with limited treatment options and high recurrence rates. Prognostic biomarkers and predictors of immune checkpoint inhibitor (ICI) response are urgently needed. This study aimed to develop a macrophage-related gene signature to predict patient outcomes and ICI efficacy, with a focus on the functional role of PLAUR. Single-cell RNA sequencing of paired HCC and normal liver tissues was used to identify macrophage subtypes. A prognostic gene signature was constructed based on macrophage-related genes and validated using the TCGA-LIHC cohort. TIDE analysis was performed to assess ICI response prediction. PLAUR-related cell communication was evaluated using CellChat. Functional assays were conducted to assess the effect of PLAUR knockdown on macrophage polarization, tumor cell behavior, and PI3K/AKT/mTOR pathway activity. Tissue microarray immunofluorescence validated PLAUR expression in situ. An eight-gene macrophage-related signature showed strong prognostic and predictive value. High-risk patients had poorer survival and reduced ICI responsiveness. PLAUR was overexpressed in tumor-associated macrophages and correlated with enhanced cell communication in tumors. Knockdown of PLAUR inhibited M2 polarization, reduced tumor cell proliferation and migration, and suppressed PI3K/AKT/mTOR signaling. In vivo, PLAUR silencing significantly reduced tumor growth in a THP-1/SKHep1 co-injection model. We identified a novel macrophage-related gene signature with clinical utility in HCC. PLAUR promotes immunosuppressive polarization and tumor progression via the PI3K/AKT/mTOR pathway, representing a potential therapeutic target and biomarker for immunotherapy response.</p>

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Construction of a macrophage-related prognostic signature and assessment of immune checkpoint inhibitor efficacy of HCC

  • 期刊论文

  • 出版模式：

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  • 发表日期：

    2025年7月11日

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  • Shouge Zang,
  • Hongwei Chen,
  • Yuqian Han,
  • Di Cui,
  • Jiangtao Yu

摘要

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death, with limited treatment options and high recurrence rates. Prognostic biomarkers and predictors of immune checkpoint inhibitor (ICI) response are urgently needed. This study aimed to develop a macrophage-related gene signature to predict patient outcomes and ICI efficacy, with a focus on the functional role of PLAUR. Single-cell RNA sequencing of paired HCC and normal liver tissues was used to identify macrophage subtypes. A prognostic gene signature was constructed based on macrophage-related genes and validated using the TCGA-LIHC cohort. TIDE analysis was performed to assess ICI response prediction. PLAUR-related cell communication was evaluated using CellChat. Functional assays were conducted to assess the effect of PLAUR knockdown on macrophage polarization, tumor cell behavior, and PI3K/AKT/mTOR pathway activity. Tissue microarray immunofluorescence validated PLAUR expression in situ. An eight-gene macrophage-related signature showed strong prognostic and predictive value. High-risk patients had poorer survival and reduced ICI responsiveness. PLAUR was overexpressed in tumor-associated macrophages and correlated with enhanced cell communication in tumors. Knockdown of PLAUR inhibited M2 polarization, reduced tumor cell proliferation and migration, and suppressed PI3K/AKT/mTOR signaling. In vivo, PLAUR silencing significantly reduced tumor growth in a THP-1/SKHep1 co-injection model. We identified a novel macrophage-related gene signature with clinical utility in HCC. PLAUR promotes immunosuppressive polarization and tumor progression via the PI3K/AKT/mTOR pathway, representing a potential therapeutic target and biomarker for immunotherapy response.