Department of Breast and Thyroid Surgery, General Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, China; Department of Breast and Thyroid Surgery, General Surgery, Shandong Provincial Hospital Affiliated to Shandong University, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250021, China; Department of Breast Surgery, General Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China; Department of Clinical Medicine, The First Clinical College, Shandong University, Jinan, Shandong, 250012, China.
Department of Clinical Medicine, The First Clinical College, Shandong University, Jinan, Shandong, 250012, China; Department of Obstetrics and Gynecology, Qilu Hospital of Shandong University, Jinan, Shandong, 250012, China.
Comput Biol Med. 2023 Nov;166:107406. doi: 10.1016/j.compbiomed.2023.107406. Epub 2023 Sep 1.
In the era of immunotherapy, the suboptimal response rate and the development of acquired resistance among the initial beneficiaries continue to present significant challenges across multiple malignancies, including gastric cancer (GC). Considering that the interactions of tumor stroma, especially the cancer-associated fibroblasts (CAFs), with immune and tumor cells, play indispensable roles in tumor progression, tumor microenvironment remodeling and therapeutic responsiveness, in-depth exploration on the roles of CAFs and pivotal mediators of their functions may provide novel clues to increase the effectiveness of current immunotherapeutic drugs and further achieve synergistic antitumor response. Herein, through the consensus clustering of canonical biomarkers, three GC subclasses with different abundance of CAFs were virtually microdissected in four integrated bulk cohorts encompassing 2148 GC patients from 11 independent datasets. An extensive immunogenomic analysis revealed that tumors with high CAFs infiltration were characterized with unfavorable outcomes, aggressive phenotypes, decreased tumor immunogenicity, high risk of immune evasion and thus immunotherapeutic resistance. By leveraging large-scale single-cell transcriptomic profiling, a series of CAF-secreted proteins were identified, among which the SERPINE2 was confirmed to be restrictively enriched in stromal fibroblasts of GC tissues and contribute to promoting a protumor milieu and fostering an immunosuppressive microenvironment via bioinformatics computations and tissue microarray analysis. Moreover, pan-cancer investigations generalized the immunological roles of SERPINE2, especially in pan-gastrointestinal malignancies, with multiple real-world immunotherapy cohorts further confirming its implications on predicting immunotherapeutic efficacy. In conclusion, these findings suggest that the CAF-derived SERPINE2 is a promising immune-oncology target with therapeutic implications to further synergize the immunotherapeutic combinations.
在免疫治疗时代,包括胃癌 (GC) 在内的多种恶性肿瘤中,最初受益人群的反应率不理想和获得性耐药的发展仍然是重大挑战。考虑到肿瘤基质,尤其是癌相关成纤维细胞 (CAFs) 与免疫和肿瘤细胞的相互作用,在肿瘤进展、肿瘤微环境重塑和治疗反应性方面发挥着不可或缺的作用,深入研究 CAFs 的作用及其功能的关键介质可能为提高现有免疫治疗药物的疗效并进一步实现协同抗肿瘤反应提供新的线索。在此,通过对典型生物标志物的共识聚类,在四个包含来自 11 个独立数据集的 2148 名 GC 患者的综合批量队列中,虚拟地对具有不同 CAFs 丰度的三种 GC 亚类进行了微切割。广泛的免疫基因组学分析表明,CAFs 浸润丰富的肿瘤具有不良结局、侵袭性表型、降低的肿瘤免疫原性、高免疫逃逸风险和因此免疫治疗耐药性。通过利用大规模单细胞转录组谱分析,鉴定出一系列 CAF 分泌的蛋白质,其中 SERPINE2 被证实特异性富集在 GC 组织的基质成纤维细胞中,并通过生物信息学计算和组织微阵列分析促进促肿瘤微环境和免疫抑制微环境。此外,泛癌症研究概括了 SERPINE2 的免疫学作用,特别是在泛胃肠道恶性肿瘤中,多个真实世界的免疫治疗队列进一步证实了其对预测免疫治疗疗效的意义。总之,这些发现表明,CAF 衍生的 SERPINE2 是一个有前途的免疫肿瘤学靶点,具有治疗意义,可以进一步协同免疫治疗组合。