Taha Muhammed Y, Mohamed Noha O, Alhaj Lina G, Altayeb Issra, Basheer Abeer, Idrees Shaymaa, Said Abdirahman M, Alfaki Mohamed
Pharmaceutical Services, Almoosa Rehabilitation Hospital, Al Ahsa, SAU.
Medical Laboratory Sciences, A'Sharqiyah University, Ibra, OMN.
Cureus. 2024 Jul 27;16(7):e65504. doi: 10.7759/cureus.65504. eCollection 2024 Jul.
Cyclin D1 (CCND1) plays a crucial role in cell cycle regulation and has been implicated in various cancers. As is well known, cancer is caused by the accumulation of detrimental variations in the genome. In this study, we shed light on the role of CCND1 in the diagnosis and progression of cancer and aimed to provide a comprehensive analysis of CCND1 across multiple cancer types, focusing on its expression, clinical correlations, DNA methylation status, prognostic implications, genetic alterations, and immune infiltration.
Gene expression analysis of CCND1 was conducted across 33 cancer types using the TIMER, GEPIA, and UALCAN databases. Clinical parameters were investigated to assess their correlations with CCND1 expression. Methylation analysis was performed using the UALCAN and GSCA databases to investigate the relationship between CCND1 promoter methylation and gene expression and their association with survival. Immune infiltration and survival analyses were performed to explore the prognostic implications of CCND1 expression in various cancers. Statistical tests, such as the Cox proportional hazards model and the Kaplan-Meier analysis, were used to assess survival outcomes. Additionally, genetic alteration analysis was performed using the cBioPortal database to examine the prevalence and types of CCND1 alterations across different cancer types.
CCND1 expression was significantly elevated in 13 cancers compared to normal tissues, with distinct patterns observed across different cancer types. It is highly expressed in BLCA, CHOL, COAD, ESCA, GBM, HNSC, KIRC, PAAD, RRAD, READ, STAD, THCA, and UCEC. The investigation of clinical parameters revealed associations between CCND1 expression and factors such as age, gender, race, and cancer stage. The methylation analysis highlighted hypomethylation of CCND1 across the 13 selected cancer types. The survival analysis identified both favorable and unfavorable prognostic implications of CCND1 expression in different cancers and revealed that a high expression of CCND1 was associated with a poor prognosis in HNSC and PAAD, while a high expression of CCND1 was associated with a good prognosis in KIRC, STAD, THCA, and UCEC. In the immune infiltration analysis of various cancers, many statistically significant correlations were observed between the immune cell types and tumor purity. For example, in BLCA, neutrophils and dendritic cells showed statistically significant positive correlations and a negative correlation with macrophages. While in CHOL patients, none of the immune cell types showed a significant correlation. Similar statistical significance was observed in other cancer types, such as COAD, HNSC, GBM, KIRC, PAAD, PRAD, READ, and STAD, with different immune cell types. The genetic alteration analysis revealed that amplification was the predominant genetic alteration type in CCND1, with specific patterns observed in different cancer types.
The findings of this study provide valuable insights into the role of CCND1 in cancer diagnosis and progression, and its potential for targeted therapies. CCND1 could be used as a potential diagnostic biomarker for the COAD, ESCA, KIRC, READ, STAD, and THCA stages. Furthermore, CCND1 could be used as a potential prognostic biomarker for HNSC, KIRC, and PAAD. Also, the correlation between CCND1 methylation and expression could be used as a potential diagnostic and prognostic biomarker for ESCA, HNSC, and STAD.
细胞周期蛋白D1(CCND1)在细胞周期调控中起关键作用,并且与多种癌症有关。众所周知,癌症是由基因组中有害变异的积累引起的。在本研究中,我们阐明了CCND1在癌症诊断和进展中的作用,旨在对多种癌症类型中的CCND1进行全面分析,重点关注其表达、临床相关性、DNA甲基化状态、预后意义、基因改变和免疫浸润。
使用TIMER、GEPIA和UALCAN数据库对33种癌症类型进行CCND1的基因表达分析。研究临床参数以评估它们与CCND1表达的相关性。使用UALCAN和GSCA数据库进行甲基化分析,以研究CCND1启动子甲基化与基因表达之间的关系及其与生存的关联。进行免疫浸润和生存分析以探索CCND1表达在各种癌症中的预后意义。使用Cox比例风险模型和Kaplan-Meier分析等统计检验来评估生存结果。此外,使用cBioPortal数据库进行基因改变分析,以检查不同癌症类型中CCND1改变的发生率和类型。
与正常组织相比,CCND1在13种癌症中表达显著升高,不同癌症类型呈现出不同模式。它在膀胱尿路上皮癌(BLCA)、胆管癌(CHOL)、结肠癌(COAD)、食管癌(ESCA)、胶质母细胞瘤(GBM)、头颈部鳞状细胞癌(HNSC)、肾透明细胞癌(KIRC)、胰腺癌(PAAD)、直肠腺癌(RRAD)、直肠癌(READ)、胃癌(STAD)、甲状腺癌(THCA)和子宫内膜癌(UCEC)中高表达。临床参数调查揭示了CCND1表达与年龄、性别、种族和癌症分期等因素之间的关联。甲基化分析突出了所选13种癌症类型中CCND1的低甲基化。生存分析确定了CCND1表达在不同癌症中的有利和不利预后意义,并显示CCND1高表达与HNSC和PAAD的不良预后相关,而CCND1高表达与KIRC, STAD, THCA和UCEC的良好预后相关。在各种癌症的免疫浸润分析中,观察到免疫细胞类型与肿瘤纯度之间存在许多统计学上显著的相关性。例如,在BLCA中,中性粒细胞和树突状细胞显示出统计学上显著的正相关,与巨噬细胞呈负相关。而在CHOL患者中,没有一种免疫细胞类型显示出显著相关性。在其他癌症类型中也观察到类似的统计学显著性,如COAD、HNSC、GBM、KIRC、PAAD、前列腺癌(PRAD)、READ和STAD,涉及不同的免疫细胞类型。基因改变分析表明扩增是CCND1中主要的基因改变类型,在不同癌症类型中观察到特定模式。
本研究结果为CCND1在癌症诊断和进展中的作用及其靶向治疗潜力提供了有价值的见解。CCND1可作为COAD、ESCA、KIRC、READ、STAD和THCA阶段的潜在诊断生物标志物。此外,CCND1可作为HNSC、KIRC和PAAD的潜在预后生物标志物。而且,CCND1甲基化与表达之间的相关性可作为ESCA、HNSC和STAD的潜在诊断和预后生物标志物。