Department of Gynecology, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, 200092, China.
Shanghai Key Laboratory of Maternal Fetal Medicine, Shanghai First Maternity and Infant Hospital, School of Medicine, Shanghai Institute of Maternal-Fetal Medicine and Gynecologic Oncology, Tongji University, Shanghai, 200092, China.
J Ovarian Res. 2023 Apr 29;16(1):86. doi: 10.1186/s13048-023-01167-5.
Ovarian cancer (OV), the most fatal gynecological malignance worldwide, has high recurrence rates and poor prognosis. Recently, emerging evidence supports that autophagy, a highly regulated multi-step self-digestive process, plays an essential role in OV progression. Accordingly, we filtered 52 potential autophagy-related genes (ATGs) among the 6197 differentially expressed genes (DEGs) identified in TCGA-OV samples (n = 372) and normal controls (n = 180). Based on the LASSO-Cox analysis, we distinguished a 2-gene prognostic signature, namely FOXO1 and CASP8, with promising prognostic value (p-value < 0.001). Together with corresponding clinical features, we constructed a nomogram model for 1-year, 2-year, and 3-year survival, which was validated in both in training (TCGA-OV, p-value < 0.001) and validation (ICGC-OV, p-value = 0.030) cohorts. Interestingly, we evaluated the immune infiltration landscape through the CIBERSORT algorithm, which indicated the upregulation of 5 immune cells, including CD8 + T cells, Tregs, and Macrophages M2, and high expression of critical immune checkpoints (CTLA4, HAVCR2, PDCD1LG2, and TIGIT) in high-risk group. Stepwise, high-risk group exhibited better sensitivity towards chemotherapies of Bleomycin, Sorafenib, Veliparib, and Vinblastine, though less sensitive to immunotherapy. Especially, based on the IHC of tissue microarrays among 125 patients in our institution, we demonstrated that aberrant upregulation of FOXO1 in OV was related to metastasis and poor prognosis. Moreover, FOXO1 could significantly promote tumor invasiveness, migration, and proliferation in OV cell lines, which was assessed through the Transwell, wound-healing, and CCK-8 assay, respectively. Briefly, the autophagy-related signature was a reliable tool to evaluate immune responses and predict prognosis in the realm of OV precision medicine.
卵巢癌 (OV) 是全球最致命的妇科恶性肿瘤,具有高复发率和预后不良的特点。最近,越来越多的证据表明,自噬是一种高度调控的多步骤自我消化过程,在 OV 的发展中起着至关重要的作用。因此,我们在 TCGA-OV 样本 (n=372) 和正常对照 (n=180) 中鉴定的 6197 个差异表达基因 (DEGs) 中筛选了 52 个潜在的自噬相关基因 (ATGs)。基于 LASSO-Cox 分析,我们区分了一个由 FOXO1 和 CASP8 组成的 2 基因预后标志,具有良好的预后价值 (p 值<0.001)。结合相应的临床特征,我们构建了一个用于 1 年、2 年和 3 年生存的列线图模型,在训练集 (TCGA-OV,p 值<0.001) 和验证集 (ICGC-OV,p 值=0.030) 中均得到了验证。有趣的是,我们通过 CIBERSORT 算法评估了免疫浸润图谱,结果表明,高危组中包括 CD8+T 细胞、Tregs 和巨噬细胞 M2 在内的 5 种免疫细胞上调,并高表达关键免疫检查点 (CTLA4、HAVCR2、PDCD1LG2 和 TIGIT)。进一步分析发现,高危组对博来霉素、索拉非尼、维利帕利和长春碱等化疗药物的敏感性更高,而对免疫治疗的敏感性更低。特别是,基于我们机构 125 名患者的组织微阵列免疫组化分析,我们证明了 OV 中 FOXO1 的异常上调与转移和预后不良有关。此外,FOXO1 可以显著促进 OV 细胞系的肿瘤侵袭、迁移和增殖,这分别通过 Transwell、划痕愈合和 CCK-8 检测来评估。简而言之,自噬相关标志是评估卵巢癌精准医学中免疫反应和预测预后的可靠工具。