Shen Bingbing, Zhang Yu, Tie Yan
Division of Thyroid Surgery, Department of General Surgery, Laboratory of Thyroid and Parathyroid Diseases, Frontiers Science Center for Disease-Related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
Laboratory of Aging Research and Cancer Drug Target, State Key Laboratory of Biotherapy and Cancer Center, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, China.
Front Endocrinol (Lausanne). 2025 Feb 27;16:1534393. doi: 10.3389/fendo.2025.1534393. eCollection 2025.
Papillary thyroid carcinoma (PTC) is a common endocrine tumor with a rapidly increasing incidence. While surgery and radioactive iodine treatment are effective for most patients, they impose significant economic and psychological burdens. Metabolic dysregulation, particularly in fatty acid metabolism (FAM), plays a critical role in cancer progression and immune responses. Identifying key FAM-related genes in PTC may provide valuable biomarkers and potential treatment candidates.
We analyzed 309 FAM-related genes to build a prognostic signature. DEGs were identified and a multivariate Cox regression model was utilized to establish a robust prognostic signature, which was validated by evaluating its associations with clinical features, immune responses, and tumor progression. Lastly, we examined the expression of key FAM-related genes in PTC cell lines and assessed that silencing disturbs the proliferation, invasion, and migration of PTC cells.
We identified three key FAM-related genes, , , and , as significant prognostic markers. Immunological analysis uncovered that low-risk patients exhibited higher immune cell abundance and increased expression of immune checkpoints, indicating a better response to immunotherapy. In contrast, high-risk patients showed lower immune cell abundance and immune checkpoint expression, suggesting poorer immunotherapy outcomes. Experimental validation demonstrated that and were downregulated, while was upregulated in PTC cell lines. Furthermore, silencing inhibited PTC cell proliferation, migration, and invasion.
Our study underscores the pivotal role of FAM-related genes, particularly , , and , in the progression and immune regulation of PTC. The prognostic signature derived from these genes represents a valuable tool for predicting clinical outcomes and guiding personalized treatment strategies. Among these, stands out as a promising therapeutic target for PTC, warranting further research to validate these findings and uncover its underlying molecular mechanisms.
甲状腺乳头状癌(PTC)是一种常见的内分泌肿瘤,发病率呈快速上升趋势。虽然手术和放射性碘治疗对大多数患者有效,但它们会带来巨大的经济和心理负担。代谢失调,尤其是脂肪酸代谢(FAM),在癌症进展和免疫反应中起关键作用。确定PTC中与FAM相关的关键基因可能会提供有价值的生物标志物和潜在的治疗候选物。
我们分析了309个与FAM相关的基因以构建预后特征。鉴定差异表达基因(DEGs),并利用多变量Cox回归模型建立一个强大的预后特征,通过评估其与临床特征、免疫反应和肿瘤进展的关联来验证。最后,我们检测了PTC细胞系中关键FAM相关基因的表达,并评估沉默这些基因会干扰PTC细胞的增殖、侵袭和迁移。
我们确定了三个关键的FAM相关基因,即[基因名称1]、[基因名称2]和[基因名称3],作为重要的预后标志物。免疫分析发现,低风险患者表现出更高的免疫细胞丰度和免疫检查点表达增加,表明对免疫治疗有更好的反应。相比之下,高风险患者的免疫细胞丰度和免疫检查点表达较低,表明免疫治疗效果较差。实验验证表明,在PTC细胞系中[基因名称1]和[基因名称2]下调,而[基因名称3]上调。此外,沉默[基因名称1]可抑制PTC细胞的增殖、迁移和侵袭。
我们的研究强调了FAM相关基因,特别是[基因名称1]、[基因名称2]和[基因名称3],在PTC进展和免疫调节中的关键作用。源自这些基因的预后特征是预测临床结果和指导个性化治疗策略的有价值工具。其中,[基因名称1]作为PTC有前景的治疗靶点脱颖而出,值得进一步研究以验证这些发现并揭示其潜在的分子机制。