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RNA-seq 分析显示 PBMC RNA 可能成为肝细胞癌的生物标志物。

RNA-seq profiling reveals PBMC RNA as a potential biomarker for hepatocellular carcinoma.

机构信息

Department of Liver Disease, Shenzhen Traditional Chinese Medicine Hospital, Futian District, Shenzhen, 518033, Guangdong Province, China.

Department of Liver Disease, The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine, Shenzhen, 518033, China.

出版信息

Sci Rep. 2021 Sep 7;11(1):17797. doi: 10.1038/s41598-021-96952-x.

Abstract

Hepatocellular carcinoma (HCC) is one of the most common malignant tumors and has extremely high morbidity and mortality. Although many existing studies have focused on the identification of biomarkers, little information has been uncovered regarding the PBMC RNA profile of HCC. We attempted to create a profile throughout using expression of peripheral blood mononuclear cell (PBMC) RNA using RNA-seq technology and compared the transcriptome between HCC patients and healthy controls. Seventeen patients and 17 matched healthy controls were included in this study, and PBMC RNA was sequenced from all samples. Sequencing data were analyzed using bioinformatics tools, and quantitative reverse transcription PCR (qRT-PCR) was used for selected validation of DEGs. A total of 1,578 dysregulated genes were found in the PBMC samples, including 1,334 upregulated genes and 244 downregulated genes. GO enrichment and KEGG studies revealed that HCC is closely linked to differentially expressed genes (DEGs) implicated in the immune response. Expression of 6 selected genes (SELENBP1, SLC4A1, SLC26A8, HSPA8P4, CALM1, and RPL7p24) was confirmed by qRT-PCR, and higher sensitivity and specificity were obtained by ROC analysis of the 6 genes. CALM1 was found to gradually decrease as tumors enlarged. Nearly the opposite expression modes were obtained when compared to tumor sequencing data. Immune cell populations exhibited significant differences between HCC and controls. These findings suggest a potential biomarker for the diagnosis of HCC. This study provides new perspectives for liver cancer development and possible future successful clinical diagnosis.

摘要

肝细胞癌 (HCC) 是最常见的恶性肿瘤之一,具有极高的发病率和死亡率。尽管许多现有研究都集中在生物标志物的鉴定上,但对于 HCC 的 PBMC RNA 谱知之甚少。我们试图通过使用 RNA-seq 技术检测外周血单个核细胞 (PBMC) RNA 的表达来创建一个图谱,并比较 HCC 患者和健康对照者的转录组。本研究纳入了 17 名患者和 17 名匹配的健康对照者,对所有样本进行了 PBMC RNA 测序。使用生物信息学工具分析测序数据,并使用定量逆转录 PCR (qRT-PCR) 对差异表达基因 (DEG) 进行了选择验证。在 PBMC 样本中发现了 1578 个失调基因,包括 1334 个上调基因和 244 个下调基因。GO 富集和 KEGG 研究表明,HCC 与免疫反应相关的差异表达基因 (DEG) 密切相关。通过 qRT-PCR 验证了 6 个选定基因 (SELENBP1、SLC4A1、SLC26A8、HSPA8P4、CALM1 和 RPL7p24) 的表达,通过 6 个基因的 ROC 分析获得了更高的灵敏度和特异性。CALM1 随着肿瘤的增大而逐渐降低。与肿瘤测序数据相比,得到了几乎相反的表达模式。HCC 患者和对照组的免疫细胞群体存在显著差异。这些发现为 HCC 的诊断提供了一个潜在的生物标志物。本研究为肝癌的发展和未来可能成功的临床诊断提供了新的视角。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/27db/8423838/2367e4916855/41598_2021_96952_Fig1_HTML.jpg

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