PO.BCS01.09 · 生物信息与计算
空间关联局部指标生物信息学分析识别出肝肿瘤边缘的免疫抑制区
Local indicators of spatial association bioinformatics analysis identifies animmunosuppressive zone at the liver tumor margin
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
免疫检查点抑制剂治疗已在多种癌症类型中显示出有效性。然而,免疫检查点抑制剂治疗对MASLD和MASH相关肝细胞癌的疗效有限,提示MASLD和MASH相关肝细胞癌肿瘤微环境中的抗肿瘤免疫反应可能不同于其他癌症。因此,理解MASLD和MASH肝细胞癌发病机制背后的机理并识别新型治疗靶点至关重要。尽管免疫检查点抑制剂单药治疗疗效有限,但将其与靶向癌症进展通路的药物联合应用可能增强抗肿瘤效果。在本研究中,为阐明MASLD和MASH相关肝细胞癌中的肿瘤促进通路,我们旨在全面表征肿瘤微环境内癌细胞和基质细胞的转录组图谱。我们对来自45例肝细胞癌患者和8名健康供者的63份样本进行了单细胞RNA测序,并对来自5例非病毒性肝细胞癌患者的6份样本进行了空间转录组学分析。空间转录组学数据的解卷积分析显示,COL1A1高表达的癌相关成纤维细胞和TIMP1高表达的癌相关成纤维细胞在肿瘤结节的内缘富集。在该区域,调节性T细胞、单核细胞和SPP1高表达的巨噬细胞主要与癌相关成纤维细胞共定位,这是通过空间关联局部指标分析确定的。这些观察结果提示,除组织学上的壁增厚外,纤维化的肿瘤边缘在MASH相关肝细胞癌中形成了一个功能性免疫抑制生态位。在本次报告中,我们将重点介绍该纤维化内缘区的独特特征,并讨论其对MASLD和MASH相关肝细胞癌的治疗潜力。
查看英文原文 English abstract
Immune checkpoint inhibitor therapy has shown effectiveness across several cancer types. However, immune checkpoint inhibitor therapy has limited efficacy for MASLD and MASH associated hepatocellular carcinoma, suggesting that the anti tumor immune response in the tumor microenvironment of MASLD and MASH associated hepatocellular carcinoma may differ from that in other cancers. Therefore, understanding the mechanisms behind MASLD and MASH hepatocellular carcinoma pathogenesis and identifying novel therapeutic targets is essential. Although immune checkpoint inhibitor monotherapy has shown limited efficacy, its combination with agents targeting cancer progression pathways may enhance anti tumor effects. In this study, to elucidate tumor promoting pathways in MASLD and MASH associated hepatocellular carcinoma, we aimed to comprehensively characterize the transcriptomic landscape of cancer cells and stromal cells within the tumor microenvironment. We performed single cell RNA sequencing on 63 samples from 45 hepatocellular carcinoma patients and 8 healthy donors, as well as spatial transcriptomics analysis on 6 samples from 5 patients with non viral hepatocellular carcinoma. Deconvolution analysis of the spatial transcriptomics data revealed that COL1A1 high cancer associated fibroblasts and TIMP1 high cancer associated fibroblasts were enriched at the inner margin of the tumor nodule. In this region, regulatory T cells, monocytes, and SPP1 high macrophages were predominantly co localized with cancer associated fibroblasts, which was determined by local indicators of spatial association analysis. These observations suggest that, in addition to histological wall thickening, the fibrotic tumor margin forms a functionally immunosuppressive niche in MASH associated hepatocellular carcinoma. In this presentation, we will highlight the distinct features of this fibrotic inner margin zone and discuss their therapeutic potential for MASLD and MASH associated hepatocellular carcinoma.
利益披露 Disclosure
Y. Nonaka, None.
K. Echizen,
Takeda Science Foundation ).
T. Kamiya, None..
M. Tsuda, None..
Y. Yukawa-Muto, None..
H. Fujii, None..
R. Takahashi, None.
N. Ohtani,
Takeda Science Foundation ).