Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, Fujian, China.
Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, Fuzhou, Fujian, China.
Gene. 2021 Jul 20;790:145689. doi: 10.1016/j.gene.2021.145689. Epub 2021 May 5.
GALNT2/14 are members of the glycosyltransferase protein family, which initiate mucin-type O-glycosylation of peptides in the Golgi apparatus. However, the correlation between GALNT2/14 and disease prognosis and methylation in lung adenocarcinoma (LUAD) remains unclear. Thus, we sought to identify their potential values in LUAD.
GALNT2/14 expressions were analyzed using publicly-available datasets. The association between GALNT2/14 and disease prognosis was evaluated. In addition, gene set enrichment analysis (GSEA) and single sample GSEA (ssGSEA) were used to explore the potential biological functions of GALNT2/14. The correlation between the copy number variations and methylation level of GALNT2/14 and their mRNA expressions was analyzed via cBioPortal. Finally, we explored the prognostic value of the GALNT2/14 methylation levels by MethSurv in LUAD.
GALNT2/14 were highly expressed in LUAD tumor tissue than normal tissue (P < 0.001). Multivariate analysis showed that high GALNT2/14 expressions were both an independent prognostic factor. GSEA found that GALNT2/14 expressions were associated with the methylation, gene silencing, and cell division, whereas immune analysis showed that GALNT2/14 expressions positively correlated with the expression level of PD-L1. Finally, the methylation levels of GALNT2/14 negatively correlated with the GALNT2/14 expressions (R = -0.26 and -0.36, P < 0.001, respectively), and patients with GALNT2/14 hypomethylation had worse overall survival than patients with high methylation (P < 0.05).
This study demonstrated that the overexpression of GALNT2/14 in LUAD can serve as biomarkers for poor prognosis. The biological functions of GALNT2/14 are potentially related to methylation, gene silencing, tumorigenesis, and cell division. These findings help elucidate the role of GALNT2/14 in tumorigenesis and provide additional insight for therapy and prognosis of LUAD.
GALNT2/14 是糖基转移酶蛋白家族的成员,它在高尔基体内启动肽的粘蛋白型 O-糖基化。然而,GALNT2/14 与肺腺癌(LUAD)疾病预后和甲基化的相关性尚不清楚。因此,我们试图确定其在 LUAD 中的潜在价值。
使用公开可用的数据集分析 GALNT2/14 的表达。评估 GALNT2/14 与疾病预后的相关性。此外,还使用基因集富集分析(GSEA)和单样本 GSEA(ssGSEA)来探索 GALNT2/14 的潜在生物学功能。通过 cBioPortal 分析 GALNT2/14 的拷贝数变异与甲基化水平及其 mRNA 表达之间的相关性。最后,我们通过 MethSurv 在 LUAD 中探索了 GALNT2/14 甲基化水平的预后价值。
与正常组织相比,LUAD 肿瘤组织中 GALNT2/14 的表达水平较高(P<0.001)。多变量分析表明,高 GALNT2/14 表达既是一个独立的预后因素。GSEA 发现,GALNT2/14 的表达与甲基化、基因沉默和细胞分裂有关,而免疫分析表明,GALNT2/14 的表达与 PD-L1 的表达水平呈正相关。最后,GALNT2/14 的甲基化水平与 GALNT2/14 的表达水平呈负相关(R=-0.26 和-0.36,P<0.001),GALNT2/14 低甲基化的患者总生存期比高甲基化的患者差(P<0.05)。
本研究表明,LUAD 中 GALNT2/14 的过表达可作为预后不良的生物标志物。GALNT2/14 的生物学功能可能与甲基化、基因沉默、肿瘤发生和细胞分裂有关。这些发现有助于阐明 GALNT2/14 在肿瘤发生中的作用,并为 LUAD 的治疗和预后提供更多的见解。