Li Qian, Zhao Yuanyuan, Yan Jiawei, He Chao
Department of Emergency Medicine, Yongchuan Hospital, Chongqing Medical University Affiliated Hospital, Chongqing, China.
Department of Orthopaedics, Yongchuan Hospital, Chongqing Medical University Affiliated Hospital, Chongqing, China.
Front Oncol. 2025 Jan 21;14:1525767. doi: 10.3389/fonc.2024.1525767. eCollection 2024.
Genome-wide association studies (GWAS) have pinpointed several risk loci linked to thyroid cancer; however, the discovery of new plasma proteins implicated in immunosenescence continues to pose significant challenges. This study aims to uncover novel plasma proteins tied to aging, potentially contributing to thyroid cancer, utilizing diverse investigative methodologies.
In this research, we utilized an integrative omics approach to identify novel plasma proteins associated with immunosenescence in relation to the risk of thyroid cancer. Additionally, we performed meta-analyses to pinpoint loci and genes affected by pleiotropic effects. Finally, complementary results were obtained from an independent cohort analyzed at Chongqing Medical University Yongchuan Hospital and Bulk-RNA seq from GEO database.
Causal analysis suggests that DNA methylation age acceleration as measured by the Hannum method increases the risk of thyroid cancer (OR: 1.126, 95% CI: 1.002-1.265, P=0.046). Subsequently, we conducted a meta-analysis on the relationship between Hannum DNA methylation age and thyroid cancer risk, which identified 138 potential risk loci through FUMA. Additionally, proteomics and transcriptomics collectively identified 6 potential targets related to immunosenescence and thyroid cancer. Subsequently, Bulk-seq results indicated differential expression of and genes in thyroid cancer. Finally, analyses from an independent cohort at the Second Affiliated Hospital of Chongqing Medical University also demonstrated high expression of in thyroid cancer patients.
This study identified novel plasma proteins associated with immunosenescence that may be linked to thyroid cancer development. These findings enhance our understanding of the immunosenescence-thyroid cancer link and support future diagnostic and therapeutic developments.
全基因组关联研究(GWAS)已确定了几个与甲状腺癌相关的风险位点;然而,发现与免疫衰老相关的新血浆蛋白仍然面临重大挑战。本研究旨在利用多种调查方法揭示与衰老相关的新型血浆蛋白,这些蛋白可能与甲状腺癌的发生有关。
在本研究中,我们采用综合组学方法来识别与免疫衰老相关且与甲状腺癌风险有关的新型血浆蛋白。此外,我们进行了荟萃分析以确定受多效性影响的位点和基因。最后,从重庆医科大学附属永川医院分析的独立队列以及来自GEO数据库的批量RNA测序中获得了补充结果。
因果分析表明,用汉纳方法测量的DNA甲基化年龄加速会增加甲状腺癌的风险(比值比:1.126,95%置信区间:1.002 - 1.265,P = 0.046)。随后,我们对汉纳DNA甲基化年龄与甲状腺癌风险之间的关系进行了荟萃分析,通过FUMA确定了138个潜在风险位点。此外,蛋白质组学和转录组学共同确定了6个与免疫衰老和甲状腺癌相关的潜在靶点。随后,批量测序结果表明甲状腺癌中某些基因存在差异表达。最后,重庆医科大学附属第二医院独立队列的分析也表明甲状腺癌患者中某些基因高表达。
本研究确定了与免疫衰老相关的新型血浆蛋白,这些蛋白可能与甲状腺癌的发生有关。这些发现加深了我们对免疫衰老与甲状腺癌之间联系的理解,并为未来的诊断和治疗发展提供了支持。