Department of Biochemistry, Faculty of Medicine, Center of Excellence in Hepatitis and Liver Cancer, Chulalongkorn University, Bangkok, 10330, Thailand.
Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, 10330, Thailand.
Sci Rep. 2021 May 27;11(1):11201. doi: 10.1038/s41598-021-90515-w.
Novel and sensitive biomarkers is highly required for early detection and predicting prognosis of hepatocellular carcinoma (HCC). Here, we investigated transcription profiles from peripheral blood mononuclear cells (PBMCs) of 8 patients with HCC and PBMCs from co-culture model with HCC using RNA-Sequencing. These transcription profiles were cross compared with published microarray datasets of PBMCs in HCC to identify differentially expressed genes (DEGs). A total of commonly identified of 24 DEGs among these data were proposed as cancer-induced genes in PBMCs, including 18 upregulated and 6 downregulated DEGs. The KEGG pathway showed that these enriched genes were mainly associated with immune responses. Five up-regulated candidate genes including BHLHE40, AREG, SOCS1, CCL5, and DDIT4 were selected and further validated in PBMCs of 100 patients with HBV-related HCC, 100 patients with chronic HBV infection and 100 healthy controls. Based on ROC analysis, BHLHE40 and DDIT4 displayed better diagnostic performance than alpha-fetoprotein (AFP) in discriminating HCC from controls. Additionally, BHLHE40 and DDIT4 had high sensitivity for detecting AFP-negative and early-stage HCC. BHLHE40 was also emerged as an independent prognostic factor of overall survival of HCC. Together, our study indicated that BHLHE40 in PBMCs could be a promising diagnostic and prognostic biomarker for HBV-related HCC.
新型且敏感的生物标志物对于肝细胞癌(HCC)的早期检测和预后预测至关重要。在这里,我们使用 RNA 测序技术研究了 8 例 HCC 患者的外周血单核细胞(PBMC)和 HCC 共培养模型中的 PBMC 的转录谱。将这些转录谱与已发表的 HCC 患者 PBMC 的微阵列数据集进行交叉比较,以鉴定差异表达基因(DEGs)。这些数据中共有 24 个通常被识别的 DEGs 被提出作为 PBMC 中的癌诱导基因,包括 18 个上调和 6 个下调的 DEGs。KEGG 通路显示,这些富集的基因主要与免疫反应有关。选择了 5 个上调的候选基因,包括 BHLHE40、AREG、SOCS1、CCL5 和 DDIT4,并在 100 例 HBV 相关 HCC 患者、100 例慢性 HBV 感染患者和 100 例健康对照者的 PBMC 中进一步验证。基于 ROC 分析,BHLHE40 和 DDIT4 在区分 HCC 与对照组方面比甲胎蛋白(AFP)具有更好的诊断性能。此外,BHLHE40 和 DDIT4 对检测 AFP 阴性和早期 HCC 具有较高的灵敏度。BHLHE40 也是 HCC 总生存的独立预后因素。总之,我们的研究表明,PBMC 中的 BHLHE40 可能是一种有前途的诊断和预后生物标志物,用于 HBV 相关 HCC。