Teh Treena Rica D, Fernandez Kim Claudette J, Cruz Maria Katrina Diana M, Moreno Patrick Gabriel G, Nacario Ruel C, Completo Gladys C, Heralde Francisco M
Department of Biochemistry and Molecular Biology, College of Medicine, University of the Philippines Manila, Manila, Philippines.
Institute of Chemistry, University of the Philippines Los Baños, Los Baños, Laguna, Philippines.
Acta Med Philipp. 2025 Jul 31;59(10):37-51. doi: 10.47895/amp.vi0.10777. eCollection 2025.
Cell lines serve as invaluable tools in studying lung cancer biology and developing new therapies to combat the disease. However, commercially available cell lines are typically of Caucasian origin and may be less representative of the local genetic background. To address this, our lab previously immortalized cells from pleural fluid of a Filipino non-small cell lung cancer (NSCLC) patient via CDK4 transduction. Copy number variations (CNVs) are a type of genetic variation which may affect physiology and disease by disrupting gene function or altering gene expression, and in cancer, these may be associated with patient outcomes. CNV profiling can be valuable for understanding the biology of our immortalized cells and identifying genes that could serve as potential targets for diagnostic, prognostic, and therapeutic interventions. This study aimed to characterize previously immortalized NSCLC-derived cells, GL01, in comparison with an established lung adenocarcinoma (LUAD) cell line, A549, through whole-genome microarray-based copy number profiling.
DNA was extracted from GL01 and A549 cells using a commercially-available silica-based DNA extraction kit. DNA extracts were quantified and normalized for microarray analysis. Whole-genome copy number profiling was done using the OncoScan CNV Plus Assay following the manufacturer's protocols, and data was analyzed using the Chromosome Analysis Suite software. Functional analysis of genes identified to be involved in copy number aberrations was done using the PANTHER Classification System.
Copy number aberrations span 1,592,737,105 bp in GL01 and 1,715,708,552 bp in A549, with a high degree of concordance between the two. Largescale and focal copy number aberrations previously identified to be recurrent in various LUAD cohorts were present in both GL01 and A549. Focal copy number aberrations associated with previously described lung cancer-related genes involve the PDE4D gene in GL01 and the SKIL and CDKN2A/CDKN2B genes in both GL01 and A549. PANTHER Pathway analysis of genes positively correlated with mRNA expression showed that the ubiquitin proteasome pathway was significantly overrepresented in both GL01 (FDR p = 0.000074) and A549 (FDR p = 0.000075), with 20 genes involved. Additionally, the KRAS:p.G12C/S:c.34G>T/A somatic mutation variant was detected in both GL01 and A549.
This study provides a method for identifying potentially clinically-relevant genes associated with a sample's copy number aberrations and the pathways they represent, providing personalized mechanistic, prognostic, and therapeutic insights into the cancer biology of our cells.
细胞系是研究肺癌生物学特性以及开发对抗该疾病新疗法的宝贵工具。然而,市售细胞系通常源自白种人,可能无法很好地代表当地的遗传背景。为解决这一问题,我们实验室之前通过CDK4转导使一名菲律宾非小细胞肺癌(NSCLC)患者胸腔积液中的细胞永生化。拷贝数变异(CNV)是一种遗传变异类型,可通过破坏基因功能或改变基因表达来影响生理功能和疾病,在癌症中,这些变异可能与患者预后相关。CNV分析对于理解我们永生化细胞的生物学特性以及鉴定可作为诊断、预后和治疗干预潜在靶点的基因具有重要价值。本研究旨在通过基于全基因组微阵列的拷贝数分析,将先前永生化的NSCLC来源细胞GL01与已建立的肺腺癌(LUAD)细胞系A549进行比较,以对其进行特征描述。
使用市售的基于硅胶的DNA提取试剂盒从GL01和A549细胞中提取DNA。对DNA提取物进行定量并标准化以用于微阵列分析。按照制造商的方案,使用OncoScan CNV Plus检测法进行全基因组拷贝数分析,并使用染色体分析套件软件对数据进行分析。使用PANTHER分类系统对鉴定出与拷贝数畸变相关的基因进行功能分析。
GL01中的拷贝数畸变跨度为1,592,737,105 bp,A549中的为1,715,708,552 bp,两者之间具有高度一致性。先前在各种LUAD队列中发现的常见大规模和局灶性拷贝数畸变在GL01和A549中均存在。与先前描述的肺癌相关基因相关的局灶性拷贝数畸变在GL01中涉及PDE4D基因,在GL01和A549中均涉及SKIL和CDKN2A/CDKN2B基因。与mRNA表达呈正相关的基因的PANTHER通路分析表明,泛素蛋白酶体通路在GL01(FDR p = 0.000074)和A549(FDR p = 0.000075)中均显著富集,涉及20个基因。此外,在GL01和A549中均检测到KRAS:p.G12C/S:c.34G>T/A体细胞突变变体。
本研究提供了一种方法,用于鉴定与样本拷贝数畸变及其所代表的通路相关的潜在临床相关基因,为我们细胞的癌症生物学提供个性化的机制、预后和治疗见解。