U.G.C. Médico-Quirúrgica de Enfermedades Respiratorias, Hospital Regional Universitario de Málaga, Málaga, Spain.
Department of Computer Architecture, Universidad de Málaga, Málaga, Spain.
Clin Transl Oncol. 2020 Oct;22(10):1867-1874. doi: 10.1007/s12094-020-02328-4. Epub 2020 Mar 16.
Lung cancer is one of the deadliest cancers in the world. Its histological classification depends on early diagnosis and successful treatment. Therefore, having specific biomarkers for a quick sorting widens the successful output of lung cancer treatment.
High-throughput sequencing (RNA-seq) was performed of small cohorts of BioBanco samples from healthy and tumour cells from lung adenocarcinoma (LUAD) and squamous cell carcinoma of the lung (lSCC). RNA-seq samples from small cell lung cancer (SCLC) were downloaded from databases. A bioinformatic workflow has been programmed for the identification of differentially expressed genes (DEGs).
A total of 4777 DEGs were differentially expressed in SCLC, 3676 DEGs were in lSCC, while the lowest number of DEGs, 2819, appeared in LUAD. Among them, 945 DEGs were common to the three histological types. Once validated their expression profile and their survival predictive capacity in large, public cohorts, three DEGs can be exclusively considered as diagnostic biomarkers, three as prognosis biomarkers, and other three exhibit both diagnosis and prognosis capabilities.
This prospective study presents evidences for the diagnostic and prognostic capabilities of expression changes in CAPN8-2, TMC5 and MUC1 in LUAD, while they are non-significant in SCLC and lSCC. Their translation to clinical practice is proposed.
肺癌是世界上最致命的癌症之一。其组织学分类取决于早期诊断和成功治疗。因此,拥有特定的生物标志物来进行快速分类,可以提高肺癌治疗的成功率。
对来自健康人群和肺腺癌(LUAD)及肺鳞状细胞癌(lSCC)肿瘤细胞的 BioBanco 样本进行了高通量测序(RNA-seq)。从小细胞肺癌(SCLC)数据库中下载了 RNA-seq 样本。为识别差异表达基因(DEGs),我们编写了一个生物信息学工作流程。
SCLC 中有 4777 个 DEGs 差异表达,lSCC 中有 3676 个 DEGs 差异表达,而 LUAD 中差异表达的 DEGs 数量最少,为 2819 个。其中,有 945 个 DEGs 在三种组织学类型中是共同的。经过在大型公共队列中验证其表达谱和生存预测能力后,有三个 DEGs 可被视为诊断生物标志物,三个 DEGs 可被视为预后生物标志物,另外三个 DEGs 则具有诊断和预后能力。
这项前瞻性研究为 CAPN8-2、TMC5 和 MUC1 在 LUAD 中的表达变化的诊断和预后能力提供了证据,而在 SCLC 和 lSCC 中则不显著。我们建议将其转化为临床实践。