Zhang Wei, Xu Ting-Ting, An Zhen-Tao, Wei Lan-Fu, Gu Chao, Li Hui, Tian Yao-Zhou
Department of Gastroenterology, Affiliated Hospital of Traditional Chinese and Western Medicine Nanjing University of Chinese Medicine, Nanjing, China.
Department of Gastroenterology, Jiangsu Province Hospital on Integration of Chinese and Western Medicine, Nanjing, China.
J Gastrointest Oncol. 2022 Apr;13(2):657-671. doi: 10.21037/jgo-22-148.
The prognostic value of coiled-coil domain containing 68 (CCDC68) in colorectal cancer (CRC) is unclear. We evaluated the role of CCDC68 in CRC based on The Cancer Genome Atlas (TCGA) database.
Patients with CRC were collected from TCGA. We determined CCDC68 expression using the Wilcoxon rank sum test. Logistic analysis was applied to study the relationship between CCDC68 expression and clinicopathologic features. Cox regression and the Kaplan-Meier method were used to determine the predictive value of CCDC68 on clinical outcomes in CRC patients. Gene Set Enrichment Analysis (GSEA) and the single-sample Gene Set Enrichment Analysis (ssGSEA) were also conducted to annotate the biological function of CCDC68.
Reduced CCDC68 expression in CRC was significantly correlated with N stage [odds ratio (OR) =0.95 for N1/N2 N0], M stage (OR =0.91 for M1 M0), pathologic stage (OR =0.95 for stage III/stage IV stage I/stage II), neoplasm type (OR =0.92 for rectum adenocarcinoma colon adenocarcinoma), tumor protein 53 (TP53) status [OR =0.93 for Mut (mutant) WT (wild type)], and kirsten rat sarcoma viral oncogene (KRAS) status (OR =0.97 for Mut WT) (all P values <0.05). Kaplan-Meier survival analysis showed that low CCDC68 expression had a poorer overall survival (OS) (P=0.008), progression-free interval (PFI) (P=0.006), and disease-specific survival (DSS) (P=0.023). Cox regression analysis revealed that CCDC68 was a risk factor for OS (P=0.047), PFI (P=0.048), and DSS (P=0.038). GSEA demonstrated that the chemokine signaling pathway, the Janus kinase-signal transducers and activators of transcription (JAK-STAT) signaling pathway, high-affinity IgE receptor (FcεRI)-mediated nuclear factor-κB (NF-κB) activation, cell adhesion molecules (CAMs), complement cascade, FcεRI-mediated mitogen-activated protein kinase (MAPK) activation, intestinal immune network for immunoglobulin A (IgA) production, and Toll-like receptor signaling pathway were differentially enriched in the high CCDC68 expression phenotype, while the Wnt signaling pathway was significantly enriched in the low CCDC68 expression phenotype. SsGSEA found that CCDC68 expression was positively correlated with T helper 2 (Th2) and T helper cells.
CCDC68 expression may be a potential prognostic molecular marker for poor survival in CRC. Moreover, CCDC68 may participate in the development of CRC via multiple signaling pathways.
含卷曲螺旋结构域蛋白68(CCDC68)在结直肠癌(CRC)中的预后价值尚不清楚。我们基于癌症基因组图谱(TCGA)数据库评估了CCDC68在CRC中的作用。
从TCGA收集CRC患者。我们使用Wilcoxon秩和检验确定CCDC68表达。应用逻辑分析研究CCDC68表达与临床病理特征之间的关系。采用Cox回归和Kaplan-Meier方法确定CCDC68对CRC患者临床结局的预测价值。还进行了基因集富集分析(GSEA)和单样本基因集富集分析(ssGSEA)以注释CCDC68的生物学功能。
CRC中CCDC68表达降低与N分期[对于N1/N2比N0,优势比(OR)=0.95]、M分期(对于M1比M0,OR =0.91)、病理分期(对于III/IV期比I/II期,OR =0.95)、肿瘤类型(对于直肠腺癌比结肠腺癌,OR =0.92)、肿瘤蛋白53(TP53)状态[对于突变型(Mut)比野生型(WT),OR =0.93]和 Kirsten 大鼠肉瘤病毒癌基因(KRAS)状态(对于Mut比WT,OR =0.97)均显著相关(所有P值<0.05)。Kaplan-Meier生存分析表明,CCDC68低表达的总生存期(OS)较差(P =0.008)、无进展生存期(PFI)较差(P =0.006)和疾病特异性生存期(DSS)较差(P =0.023)。Cox回归分析显示,CCDC68是OS(P =0.047)、PFI(P =0.048)和DSS(P =0.038)的危险因素。GSEA表明,趋化因子信号通路、Janus激酶-信号转导子和转录激活子(JAK-STAT)信号通路、高亲和力IgE受体(FcεRI)介导的核因子-κB(NF-κB)激活、细胞黏附分子(CAMs)、补体级联、FcεRI介导的丝裂原活化蛋白激酶(MAPK)激活、肠道免疫网络产生免疫球蛋白A(IgA)以及Toll样受体信号通路在CCDC68高表达表型中差异富集,而Wnt信号通路在CCDC68低表达表型中显著富集。ssGSEA发现CCDC68表达与辅助性T细胞2(Th2)和辅助性T细胞呈正相关。
CCDC68表达可能是CRC患者生存不良的潜在预后分子标志物。此外,CCDC68可能通过多种信号通路参与CRC的发生发展。