Breast and Thyroid Surgical Department, Chongqing General Hospital, University of Chinese Academy of Sciences, Chongqing, China.
Oncology Department, Shandong Second Provincial General Hospital, Jinan, China.
Virchows Arch. 2021 Nov;479(5):947-959. doi: 10.1007/s00428-021-03137-y. Epub 2021 Jun 19.
Lymph node metastases are strongly associated with unfavorable prognosis in papillary thyroid carcinoma (PTC) patients. However, there are few sensitive or specific indicators that can diagnose or predict lymph node metastases in PTC. The objective of our study was to identify reliable indicators for the diagnosis and prediction of lymph node metastases of PTC. The PTC data set was obtained from The Cancer Genome Atlas (TCGA) cohort. Information on tumor-infiltrating immune cells in PTC was acquired using single-sample gene set enrichment analysis (ssGSEA). Then, the progression-free survival (PFS) rates of PTC patients were evaluated by Kaplan-Meier curves. A tissue microarray including 58 normal thyroid tissues and 57 PTC tissues was processed for CD19 immunohistochemistry staining. Finally, evaluation of phenotype permutations was performed using gene set enrichment analysis (GSEA). There was an appreciable association between immune infiltration and lymph node metastases in PTC. Among those immune cells, B cells and cytotoxic cells showed significant predictive accuracy for lymph node metastases in PTC. Tumor-infiltrating B cells and NK cells were associated with favorable prognosis, while tumor-associated NK CD56 cells were correlated with poor prognosis in PTC patients. IHC analyses of PTC further confirmed a notably negative correlation between B cell infiltration and lymph node metastases in PTC. Additionally, mutations in BRAF, a dominant cause of tumor mutation burden (TMB), were positively correlated with reduced B cell infiltration and lymph node metastases in PTC. GSEA revealed that epithelial-mesenchymal transition, IL-6/JAK/STAT3 signaling, the inflammatory response, and TNF-α signaling via the NFκB pathway were remarkably suppressed pathways in patients with BRAF mutations. Tumor-associated lymphocytic infiltration, especially B cell infiltration, provides diagnostic and prognostic value for lymph node metastases in PTC.
淋巴结转移与甲状腺乳头状癌(PTC)患者的不良预后密切相关。然而,目前尚无敏感或特异性指标可用于诊断或预测 PTC 的淋巴结转移。本研究旨在寻找可靠的指标,用于诊断和预测 PTC 的淋巴结转移。从癌症基因组图谱(TCGA)队列中获得 PTC 数据集。使用单样本基因集富集分析(ssGSEA)获取 PTC 中肿瘤浸润免疫细胞的信息。然后,通过 Kaplan-Meier 曲线评估 PTC 患者的无进展生存期(PFS)。对包括 58 例正常甲状腺组织和 57 例 PTC 组织的组织微阵列进行 CD19 免疫组化染色。最后,使用基因集富集分析(GSEA)对表型排列进行评估。在 PTC 中,免疫浸润与淋巴结转移之间存在明显的相关性。在这些免疫细胞中,B 细胞和细胞毒性细胞对 PTC 的淋巴结转移具有显著的预测准确性。肿瘤浸润 B 细胞和 NK 细胞与 PTC 患者的良好预后相关,而肿瘤相关 NK CD56 细胞与 PTC 患者的不良预后相关。PTC 的 IHC 分析进一步证实了 B 细胞浸润与 PTC 淋巴结转移之间存在显著的负相关。此外,BRAF 突变是肿瘤突变负荷(TMB)的主要原因,与 PTC 中 B 细胞浸润减少和淋巴结转移呈正相关。GSEA 显示,上皮-间充质转化、IL-6/JAK/STAT3 信号、炎症反应和 TNF-α 信号通过 NFκB 途径均显著受到抑制。肿瘤相关淋巴细胞浸润,特别是 B 细胞浸润,为 PTC 的淋巴结转移提供了诊断和预后价值。