Chen Yihao, Fang Shumin, Zhong Chuanfan, Mo Shanshan, Shi Yongcheng, Ling Xiaohui, Liu Fengping, Zhong Weide, Deng Junhong, Dong Zhong, Chen Jiahong, Lu Jianming
Department of Andrology, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, China.
Department of Urology, Huizhou Central Hospital, Huizhou, China.
Ann Med. 2024 Dec;56(1):2397092. doi: 10.1080/07853890.2024.2397092. Epub 2024 Dec 3.
Adrenocortical carcinoma (ACC) afflicts both pediatric and adult populations and is characterized by dismal prognosis and elevated mortality. Given the inconsistent therapeutic benefits and significant side effects associated with the conventional chemotherapy agent, mitotane, and the nascent stage of immunotherapy and targeted treatments, there is an urgent need to identify novel prognostic biomarkers and therapeutic targets in ACC.
Utilizing multi-omic datasets from The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO), we employed Weighted Gene Co-expression Network Analysis (WGCNA), Cox regression, Receiver Operating Characteristic (ROC) curves, and survival analyses to sift for potential prognostic biomarkers. We subsequently validated these findings through immunohistochemistry and cell assays, and delved into the biological role of KPNA2 in ACC through functional enrichment analysis, mutational landscape, and immune cell infiltration.
A total of 77 progression-associated genes with aberrant chromosomal accessibility were discerned within the TCGA-ACC dataset. By integrating ROC and Cox regression from GEO datasets, KPNA2 emerged as an independent risk factor portending poor outcomes in ACC. ATAC-seq analysis revealed attenuated chromatin accessibility of KPNA2 in cases with unfavorable prognosis. Immunohistochemistry corroborated elevated KPNA2 expression, which was linked to enhanced proliferation and invasion. Elevated KPNA2 levels were found to activate oncogenic pathways while simultaneously suppressing immunological responses. Immune infiltration analysis further revealed a decrement in CD8+ T-cell infiltration in KPNA2-high cohorts.
This study demonstrates the clinical and biological significance of KPNA2 in ACC and suggests that KPNA2 could serve as a promising biomarker for predicting prognosis and immunotherapeutic responses in pediatric and adult ACC patients.
肾上腺皮质癌(ACC)在儿童和成人中均有发病,其特点是预后不佳且死亡率高。鉴于传统化疗药物米托坦的治疗效果不一致且副作用显著,以及免疫治疗和靶向治疗尚处于起步阶段,迫切需要在ACC中鉴定新的预后生物标志物和治疗靶点。
利用来自癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)的多组学数据集,我们采用加权基因共表达网络分析(WGCNA)、Cox回归、受试者工作特征(ROC)曲线和生存分析来筛选潜在的预后生物标志物。随后,我们通过免疫组织化学和细胞实验验证了这些发现,并通过功能富集分析、突变图谱和免疫细胞浸润研究了KPNA2在ACC中的生物学作用。
在TCGA-ACC数据集中共识别出77个与进展相关且染色体可及性异常的基因。通过整合GEO数据集的ROC和Cox回归分析,KPNA2成为ACC中预后不良的独立危险因素。ATAC-seq分析显示,预后不良的病例中KPNA2的染色质可及性减弱。免疫组织化学证实KPNA2表达升高,这与增殖和侵袭增强有关。发现KPNA2水平升高会激活致癌途径,同时抑制免疫反应。免疫浸润分析进一步显示,KPNA2高表达组中CD8 + T细胞浸润减少。
本研究证明了KPNA2在ACC中的临床和生物学意义,并表明KPNA2可作为预测儿童和成人ACC患者预后及免疫治疗反应的有前景的生物标志物。