Department of Thyroid and Breast Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China.
Department of Oncology, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China.
Front Immunol. 2022 Oct 27;13:1013049. doi: 10.3389/fimmu.2022.1013049. eCollection 2022.
Thyroid cancer (THCA) is the most prevalent malignant disease of the endocrine system, in which 5-year survival can attain about 95%, but patients with metastasis have a poor prognosis. Very little is known about the role of CAPN8 in the metastasis of THCA. In particular, the effect of CAPN8 on the tumor immune microenvironment (TIME) and immunotherapy response is unclear.
Multiome datasets and multiple cohorts were acquired for analysis. Firstly, the expression and the prognostic value of CAPN8 were explored in public datasets and tumor tissues. Then, hierarchical clustering analysis was performed to identify the immune subtypes of THCA according to the expression of CAPN8 and the activities of related pathways. Subsequent analyses explored the different patterns of TIME, genetic alteration, DNA replication stress, drug sensitivity, and immunotherapy response among the three immune phenotypes. Finally, five individual cohorts of thyroid cancer were utilized to test the robustness and extrapolation of the three immune clusters.
CAPN8 was found to be a significant risk factor for THCA with a markedly elevated level of mRNA and protein in tumor tissues. This potential oncogene could induce the activation of epithelial-mesenchymal transition and E2F-targeted pathways. Three subtypes were identified for THCA, including immune exhausted, inflamed, and immune desert phenotypes. The exhausted type was characterized by a markedly increased expression of inhibitory receptors and infiltration of immune cells but was much more likely to respond to immunotherapy. The immune desert type was resistant to common chemotherapeutics with extensive genomic mutation and copy number variance.
The present study firstly explored the role of CAPN8 in the metastasis of THCA from the aspects of TIME. Three immune subtypes were identified with quite different patterns of prognosis, immunotherapy response, and drug sensitivity, providing novel insights for the treatment of THCA and helping understand the cross-talk between CAPN8 and tumor immune microenvironment.
甲状腺癌(THCA)是内分泌系统最常见的恶性疾病,5 年生存率约为 95%,但转移患者预后不良。CAPN8 在 THCA 转移中的作用知之甚少。特别是 CAPN8 对肿瘤免疫微环境(TIME)和免疫治疗反应的影响尚不清楚。
获取多组学数据集和多个队列进行分析。首先,在公共数据集和肿瘤组织中探索 CAPN8 的表达和预后价值。然后,根据 CAPN8 的表达和相关途径的活性进行层次聚类分析,以确定 THCA 的免疫亚型。随后的分析探索了三种免疫表型之间 TIME、遗传改变、DNA 复制应激、药物敏感性和免疫治疗反应的不同模式。最后,利用五个甲状腺癌个体队列来检验三种免疫簇的稳健性和外推性。
发现 CAPN8 是 THCA 的一个显著危险因素,肿瘤组织中 mRNA 和蛋白水平明显升高。这种潜在的致癌基因可以诱导上皮-间充质转化和 E2F 靶向途径的激活。THCA 被分为三种亚型,包括免疫耗竭型、炎症型和免疫荒漠型。耗竭型的特点是抑制性受体表达显著增加,免疫细胞浸润增多,但更有可能对免疫治疗产生反应。免疫荒漠型对常见化疗药物耐药,具有广泛的基因组突变和拷贝数变异。
本研究首次从 TIME 方面探讨了 CAPN8 在 THCA 转移中的作用。确定了三种免疫亚型,它们具有不同的预后、免疫治疗反应和药物敏感性模式,为 THCA 的治疗提供了新的见解,并有助于理解 CAPN8 与肿瘤免疫微环境的相互作用。