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单细胞RNA测序分析揭示胃癌中与癌症相关的成纤维细胞特征以预测临床结局和免疫治疗效果

Single-cell RNA Sequencing Analysis Reveals Cancer-associated Fibroblast Signature for Prediction of Clinical Outcomes and Immunotherapy in Gastric Cancer.

作者信息

Li Xiaoxiao, Tang Bo, Yujie Ouyang, Xu Chuan, Yuan Shuanghu

机构信息

Shandong University Cancer Center.

Center for GI Cancer Diagnosis and Treatment, The Affiliated Hospital of Qingdao University, Qingdao.

出版信息

J Immunother. 2025;48(2):63-77. doi: 10.1097/CJI.0000000000000539. Epub 2024 Aug 29.

DOI:10.1097/CJI.0000000000000539
PMID:39206772
Abstract

Gastric cancer (GC) is a significant worldwide health concern and is a leading cause of cancer-related mortality. Immunotherapy has arisen as a promising strategy to stimulate the patient's immune system in combating cancer cells. Nevertheless, the effectiveness of immunotherapy in individuals with gastric cancer (GC) is not yet optimal. Thus, it is crucial to discover biomarkers capable appof predicting the advantages of immunotherapy for tailored treatment. The tumor microenvironment (TME) and its constituents, including cancer-associated fibroblasts (CAFs), exert a substantial influence on immune responses and treatment outcomes. In this investigation, we utilized single-cell RNA sequencing to profile CAFs in GC and established a scoring method, referred to as the CAF score (CAFS), for the prediction of patient prognosis and response to immunotherapy. Through our analysis, we successfully identified distinct subgroups within CAFs based on CAF score (CAFS), namely CAFS-high and CAFS-low subgroups. Notably, we noted that individuals within the CAFS-high subgroup experienced a lessF favorable prognosis and displayed diminished responsiveness to immunotherapy in contrast to the CAFS low subgroup. Furthermore, we analyzed the mutation and immune characteristics of these subgroups, identifying differentially mutated genes and immune cell compositions. We established that CAFS could forecast treatment advantages in patients with gastric cancer, both for chemotherapy and immunotherapy. Its efficacy was additionally confirmed in contrast to other biomarkers, including Tumor Immune Dysfunction and Exclusion (TIDE) and Immunophenotypic Score (IPS). These findings emphasize the clinical relevance and potential utility of CAFS in guiding personalized treatment strategies for gastric cancer.

摘要

胃癌(GC)是全球范围内重大的健康问题,也是癌症相关死亡的主要原因。免疫疗法已成为一种有前景的策略,可刺激患者的免疫系统对抗癌细胞。然而,免疫疗法在胃癌患者中的有效性尚未达到最佳状态。因此,发现能够预测免疫疗法优势以进行个性化治疗的生物标志物至关重要。肿瘤微环境(TME)及其组成成分,包括癌症相关成纤维细胞(CAF),对免疫反应和治疗结果有重大影响。在本研究中,我们利用单细胞RNA测序对胃癌中的CAF进行分析,并建立了一种评分方法,称为CAF评分(CAFS),用于预测患者预后和对免疫疗法的反应。通过分析,我们基于CAF评分(CAFS)成功识别出CAF中的不同亚组,即CAFS高亚组和CAFS低亚组。值得注意的是,我们发现与CAFS低亚组相比,CAFS高亚组的患者预后较差,对免疫疗法的反应也较弱。此外,我们分析了这些亚组的突变和免疫特征,确定了差异突变基因和免疫细胞组成。我们证实CAFS可以预测胃癌患者化疗和免疫疗法的治疗优势。与其他生物标志物,包括肿瘤免疫功能障碍与排除(TIDE)和免疫表型评分(IPS)相比,其有效性也得到了证实。这些发现强调了CAFS在指导胃癌个性化治疗策略方面的临床相关性和潜在实用性。

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