Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, No.300, Guangzhou Road, Nanjing, 210029, China.
Department of Geriatric Endocrinology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.
J Ovarian Res. 2023 Jul 1;16(1):129. doi: 10.1186/s13048-023-01201-6.
Endometrial carcinoma (EC) is the sixth most frequent malignancy in women and is often linked to high estrogen exposure. Polycystic ovarian syndrome (PCOS) is a known risk factor for EC, but the underlying mechanisms remain unclear.
We investigated shared gene signals and potential biological pathways to identify effective therapy options for PCOS- and EC-related malignancies. Weighted gene expression network analysis (WGCNA) was used to identify genes associated with PCOS and EC using gene expression data from the Gene Expression Omnibus (GEO) and Cancer Genome Atlas (TCGA) datasets. Enrichment analysis using Cluego software revealed that the steroid hormone biosynthetic process was a critical feature in both PCOS and EC. A predictive signature encompassing genes involved in steroid hormone production was developed using multivariate and least absolute shrinkage and selection operator (LASSO) regression analysis to predict the prognosis of EC. Then, we conducted further experimental verification.
Patients in the TCGA cohort with high predictive scores had poorer outcomes than those with low scores. We also investigated the relationship between tumor microenvironment (TME) features and predictive risk rating and found that patients with low-risk scores had higher levels of inflammatory and inhibitory immune cells. Also, we found that immunotherapy against anti-CTLA4 and anti-PD-1/PD-L1 was successful in treating individuals with low risk. Low-risk individuals were more responsive to crizotinib therapy, according to further research performed using the "pRRophetic" R package. We further confirmed that IGF2 expression was associated with tumor cell migration, proliferation, and invasion in EC cells.
By uncovering the pathways and genes linking PCOS and EC, our findings may provide new therapeutic strategies for patients with PCOS-related EC.
子宫内膜癌(EC)是女性中第六大常见恶性肿瘤,通常与高雌激素暴露有关。多囊卵巢综合征(PCOS)是 EC 的已知危险因素,但潜在机制尚不清楚。
我们研究了共享基因信号和潜在的生物学途径,以确定针对 PCOS 和 EC 相关恶性肿瘤的有效治疗选择。使用来自基因表达综合数据库(GEO)和癌症基因组图谱(TCGA)数据集的基因表达数据,通过加权基因表达网络分析(WGCNA)来识别与 PCOS 和 EC 相关的基因。使用 Cluego 软件进行富集分析表明,类固醇激素生物合成过程是 PCOS 和 EC 的关键特征。使用多元和最小绝对收缩和选择算子(LASSO)回归分析开发了一个包含参与类固醇激素产生的基因的预测签名,以预测 EC 的预后。然后,我们进行了进一步的实验验证。
TCGA 队列中预测评分较高的患者预后较差。我们还研究了肿瘤微环境(TME)特征与预测风险评分之间的关系,发现低风险评分的患者具有更高水平的炎症和抑制性免疫细胞。此外,我们发现针对抗 CTLA4 和抗 PD-1/PD-L1 的免疫疗法对低风险患者有效。根据使用“pRRophetic”R 包进行的进一步研究,低风险个体对克唑替尼治疗更敏感。我们进一步证实 IGF2 表达与 EC 细胞中的肿瘤细胞迁移、增殖和侵袭有关。
通过揭示将 PCOS 和 EC 联系起来的途径和基因,我们的发现可能为 PCOS 相关 EC 患者提供新的治疗策略。