Department of Oncology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China.
Department of Pathology, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China.
World J Surg Oncol. 2022 Jul 16;20(1):236. doi: 10.1186/s12957-022-02698-9.
Esophageal squamous cell carcinoma (ESCC) is a common malignant tumor of the digestive tract with a poor prognosis. The tumor microenvironment (TME) is mainly composed of tumor cells, stromal cells, and immune cells and plays an important role in ESCC development. There are substantial differences in tumor purity among different parts of ESCC tissues, consisting of distinct immune and stromal cells and variations in the status of hypoxia. Thus, prognostic models of ESCC based on bioinformatic analysis of tumor tissues are unreliable.
Differentially expressed genes (DEGs) independent of tumor purity and hypoxia were screened by Spearman correlation analysis of public ESCC cohorts. Subsequently, the DEGs were subjected to Cox regression analysis. Then, we constructed a protein-protein interaction (PPI) network of the DEGs using Cytoscape. Intersection analysis of the univariate Cox and PPI results indicated that heparanase (HPSE), an endo-β-D-glucuronidase capable of cleaving heparan sulfate side chains, was a predictive factor. Gene set enrichment analysis (GSEA) was used to reveal the potential function of HPSE, and single-cell sequencing data were analyzed to evaluate the distribution of HPSE in immune cells. Furthermore, a human ESCC tissue microarray was used to validate the expression and prognostic value of HPSE.
We found that HPSE was downregulated in ESCC tissues and was not correlated with tumor purity or hypoxia status. HPSE is involved in multiple biological processes. ESCC patients with low HPSE expression in cancerous tissues exhibited poor prognosis.
These results indicate that low HPSE expression in cancerous tissues correlates with poor prognosis in patients with ESCC. HPSE is a novel prognostic biomarker independent of tumor purity and hypoxia status in ESCC.
食管鳞状细胞癌(ESCC)是一种常见的消化道恶性肿瘤,预后较差。肿瘤微环境(TME)主要由肿瘤细胞、基质细胞和免疫细胞组成,在 ESCC 发展中发挥重要作用。ESCC 组织的不同部位之间存在肿瘤纯度的实质性差异,由不同的免疫细胞和基质细胞组成,并且存在缺氧状态的变化。因此,基于肿瘤组织的生物信息学分析构建的 ESCC 预后模型不可靠。
通过对公共 ESCC 队列进行 Spearman 相关性分析,筛选出与肿瘤纯度和缺氧状态无关的差异表达基因(DEGs)。随后,对 DEGs 进行 Cox 回归分析。然后,我们使用 Cytoscape 构建了 DEGs 的蛋白质-蛋白质相互作用(PPI)网络。单因素 Cox 和 PPI 结果的交集分析表明,能够裂解肝素硫酸侧链的内-β-D-葡糖醛酸酶(HPSE)是一个预测因子。基因集富集分析(GSEA)用于揭示 HPSE 的潜在功能,并分析单细胞测序数据以评估 HPSE 在免疫细胞中的分布。此外,还使用人类 ESCC 组织微阵列验证了 HPSE 的表达和预后价值。
我们发现 HPSE 在 ESCC 组织中下调,并且与肿瘤纯度或缺氧状态无关。HPSE 参与多个生物学过程。癌症组织中 HPSE 低表达的 ESCC 患者预后不良。
这些结果表明,癌症组织中 HPSE 的低表达与 ESCC 患者的不良预后相关。HPSE 是一种新型的与肿瘤纯度和缺氧状态无关的 ESCC 预后生物标志物。