Gu Yu, Zhang Zhihui, Huang Hao, Zhu Wenyong, Liu Hongjia, Zhang Rongxin, Weng Nan, Sun Xiao
State Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, China.
College of Acupuncture-Moxibustion and Tuina, Nanjing University of Chinese Medicine, Nanjing, China.
Front Immunol. 2025 Mar 31;16:1528103. doi: 10.3389/fimmu.2025.1528103. eCollection 2025.
The main challenge for cancer therapy lies in immuno-suppressive tumor micro-environment. Reprogramming tumor-associated macrophages (TAMs) into an anti-tumor phenotype is a promising strategy.
A comprehensive analysis by combing multi-regional single-cell, bulk and spatial transcriptome profiling with radiomics characterization was conducted to dissect the heterogeneity of TAMs and resolve the landscape of the CXCL9:SPP1 (CS) macrophage polarity in HCC.
TAMs were particularly increased in HCC. SPP1 TAMs and CXCL9 TAMs were identified as the dominant subtypes with different evolutionary trajectories. SPP1 TAMs, located in the tumor core, co-localized with cancer-associated fibroblasts to promote tumor growth and further contributed to worse prognosis. In contrast, CXCL9 TAMs, located in the peritumoral region, synergized with CD8 T cells to create an immunostimulatory micro-environment. For the first time, we explored the applicability of CS polarity in HCC tumors and revealed several key transcription factors involved in shaping this polarity. Moreover, CS polarity could serve as a potential indicator of prognostic and micro-environmental status for HCC patients. Based on medical imaging data, we developed a radiomics tool, RCSP (Radiogenomics-based CXCL9/SPP1 Polarity), to assist in non-invasively predicting the CS polarity in HCC patients.
Our research sheds light on the regulatory roles of SPP1 TAMs and CXCL9 TAMs in the micro-environment and provides new therapeutic targets or insights for the reprogramming of targeted macrophages in HCC.
癌症治疗的主要挑战在于免疫抑制性肿瘤微环境。将肿瘤相关巨噬细胞(TAM)重编程为抗肿瘤表型是一种有前景的策略。
通过将多区域单细胞、批量和空间转录组分析与放射组学特征相结合进行综合分析,以剖析TAM的异质性并解析肝癌中CXCL9:SPP1(CS)巨噬细胞极性格局。
肝癌中TAM显著增加。SPP1 TAM和CXCL9 TAM被确定为具有不同进化轨迹的主要亚型。位于肿瘤核心的SPP1 TAM与癌症相关成纤维细胞共定位以促进肿瘤生长,并进一步导致更差的预后。相比之下,位于肿瘤周边区域的CXCL9 TAM与CD8 T细胞协同作用,营造免疫刺激微环境。我们首次探索了CS极性在肝癌肿瘤中的适用性,并揭示了塑造这种极性的几个关键转录因子。此外,CS极性可作为肝癌患者预后和微环境状态的潜在指标。基于医学影像数据,我们开发了一种放射组学工具RCSP(基于放射基因组学的CXCL9/SPP1极性),以协助非侵入性预测肝癌患者的CS极性。
我们的研究揭示了SPP1 TAM和CXCL9 TAM在微环境中的调节作用,并为肝癌中靶向巨噬细胞的重编程提供了新的治疗靶点或见解。