Li Yi, Zang Yue, Fan Tianda, Li Zhaochen, Li Anzi, Lv Wei, Wang Qingqing, Li Qinglan, Li Yuanyuan, Li Quan, Sun Zhongsheng, Teng Huajing
Institute of Genomic Medicine, Wenzhou Medical University, Wenzhou, China.
BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, China.
Comput Struct Biotechnol J. 2022 May 16;20:2391-2401. doi: 10.1016/j.csbj.2022.05.019. eCollection 2022.
Up to 20% of patients treated with anti-PD-1/PD-L1 inhibitors suffered from thyroid dysfunctions, yet the mediators associated with their occurrence remain unclear. The increasing coincidence of papillary thyroid carcinoma (PTC) with Hashimoto thyroiditis (HT) and the high vulnerability of thyroid to immunotherapy motivated us to discover the similarities and their underlying transcriptomic basis. Clinical characteristics analysis of 468 PTC patients from two independent cohorts and meta-analysis of 22,155 PTC patients unveiled a strong negative association between HT and recurrence in PTC patients. Transcriptome analysis of both cohorts showed PTC patients with HT were enriched in macrophages, CD8 and CD4 cytotoxic T cells, which was further validated by single-cell transcriptome analysis of 17,438 cells from PTC patients, and CD8 T cells were correlated with disease-free survival of PTC patients. In both cohorts and single-cell dataset, elevated expression of PD-1-related genes was observed in the HT group, and appeared to be a target for enhancing the activation of CD8 T cells. Correlation analysis of 3,318 thyroid adverse events from 39,123 patients across 24 tumor types and molecular signatures demonstrated similar signatures associated with autoimmune thyroiditis in PTC and thyroid immune-related adverse events (irAEs), and several multi-omics signatures, including signatures of CD8A and CD8 T cells, showed positive associations with the odds ratio of thyroid irAEs. Our results unveil shared molecular signatures underlying thyroid dysfunction between patients receiving immunotherapies and PTC patients suffering from HT, which may shed light on managing the adverse events during cancer immunotherapy.
接受抗PD-1/PD-L1抑制剂治疗的患者中,高达20%会出现甲状腺功能障碍,但其发生相关的介质仍不清楚。甲状腺乳头状癌(PTC)与桥本甲状腺炎(HT)的巧合日益增多,以及甲状腺对免疫治疗的高易感性,促使我们去发现它们的相似之处及其潜在的转录组学基础。对来自两个独立队列的468例PTC患者的临床特征分析以及对22155例PTC患者的荟萃分析揭示了HT与PTC患者复发之间存在强烈的负相关。两个队列的转录组分析表明,患有HT的PTC患者中巨噬细胞、CD8和CD4细胞毒性T细胞富集,这通过对来自PTC患者的17438个细胞的单细胞转录组分析得到进一步验证,并且CD8 T细胞与PTC患者的无病生存期相关。在两个队列和单细胞数据集中,HT组均观察到PD-1相关基因的表达升高,并且似乎是增强CD8 T细胞活化的一个靶点。对来自24种肿瘤类型的39123例患者的3318例甲状腺不良事件和分子特征进行的相关性分析表明,PTC中的自身免疫性甲状腺炎和甲状腺免疫相关不良事件(irAEs)具有相似的特征,并且包括CD8A和CD8 T细胞特征在内的几个多组学特征与甲状腺irAEs的比值比呈正相关。我们的结果揭示了接受免疫治疗的患者与患有HT的PTC患者之间甲状腺功能障碍的共同分子特征,这可能为癌症免疫治疗期间不良事件的管理提供线索。