PO.CL01.15 · 临床研究
HPV阴性头颈部鳞状细胞癌中Fanconi贫血通路基因的分期依赖性表达
Stage-dependent expression of Fanconi anemia pathway genes in HPV-negative head and neck squamous cell carcinoma
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
Fanconi贫血/BRCA DNA修复通路在头颈部鳞状细胞癌(HNSCC)的基因组稳定性和治疗反应中发挥关键作用。然而,在散发性HNSCC中FA通路基因表达是否随肿瘤分期变化尚未被充分了解。我们在HPV阴性HNSCC中检查了23个FA通路基因的分期依赖性表达模式。我们通过cBioPortal分析了来自The Cancer Genome Atlas的415例HPV阴性HNSCC肿瘤的mRNA表达数据(RNA-seq Z评分)。检查了核心复合体、ID2复合体、同源重组、核酸酶及相关组分中的23个FA通路基因。按AJCC分期将肿瘤分层为早期(I/II,n=84)和晚期(III/IV,n=292)组,剔除了39例未分期患者。402例患者(96.9%)有淋巴结分期数据,晚期肿瘤与早期疾病相比显示出显著更高的淋巴结受累率(67.1%对1.2% N+,p<0.001)。我们采用双样本t检验并对多重检验进行Benjamini-Hochberg FDR校正(alpha=0.05)进行差异表达分析。使用Cohen's d计算效应量。晚期肿瘤表现出更具侵袭性的临床特征,淋巴结转移增加。经FDR校正后,仅RAD51C显示出显著的差异表达(q=0.046),在晚期疾病中表达更高(均值±SD:7.86±0.62对7.65±0.51,log2 FC=-0.21,p=0.002,d=-0.37)。另有六个基因显示出名义显著性(p<0.05),但未通过FDR校正。四个基因在早期肿瘤中升高:BRCA2(log2 FC=0.33,p=0.006)、ERCC4(log2 FC=0.16,p=0.022)、SLX4(log2 FC=0.12,p=0.023)和BRIP1(log2 FC=0.24,p=0.042)。两个基因在晚期肿瘤中升高:FANCE(log2 FC=-0.20,p=0.009)和UBE2T(log2 FC=-0.21,p=0.025)。所有效应量均较小(|d|=0.24-0.37)。RNA-seq数据集中大多数FA通路基因(16/23,70%)未显示分期依赖性差异,包括BRCA1、PALB2、RAD51和大多数核心复合体成员。经多重检验校正后,RAD51C在晚期HPV阴性HNSCC中独特地上调,使其区别于其他FA通路基因。这一发现提示RAD51C可能是特异性存在于晚期HNSCC中的一个可靶向弱点,值得进一步研究以开展分期导向的治疗。由于另外六个显示名义显著性的基因未通过FDR校正,这提示除RAD51C外,FA通路在HNSCC进展过程中似乎得以保留。对于Fanconi贫血相关癌症和散发性非Fanconi HNSCC,下一步将是检查这些基因的突变,以了解它们如何影响分期依赖性病理生理学中的功能。
查看英文原文 English abstract
The Fanconi Anemia/BRCA DNA repair pathway plays a critical role in genomic stability and treatment response in head and neck squamous cell carcinoma (HNSCC). However, whether FA pathway gene expression changes with tumor stage in sporadic HNSCC is insufficiently understood. We examined stage-dependent expression patterns of 23 FA pathway genes in HPV-negative HNSCC. We analyzed mRNA expression data (RNA-seq Z-scores) from 415 HPV-negative HNSCC tumors in The Cancer Genome Atlas via cBioPortal. Twenty-three FA pathway genes were examined across core complex, ID2 complex, homologous recombination, nuclease, and associated components. Tumors were stratified by AJCC stage into early-stage (I/II, n=84) and late-stage (III/IV, n=292) groups, eliminating 39 unstaged patients. Lymph node staging data was available for 402 patients (96.9%), with late-stage tumors showing significantly higher rates of lymph node involvement compared to early-stage disease (67.1% vs 1.2% N+, p<0.001). We performed differential expression analysis using two-sample t-tests with Benjamini-Hochberg FDR correction for multiple testing (alpha=0.05). Effect sizes were calculated using Cohen's d. Late-stage tumors demonstrated more aggressive clinical features with increased lymph node metastases. After FDR correction, only RAD51C showed significant differential expression (q=0.046), with higher expression in late-stage disease (mean±SD: 7.86±0.62 vs 7.65±0.51, log2 FC=-0.21, p=0.002, d=-0.37). Six additional genes showed nominal significance (p<0.05) but did not survive FDR correction. Four genes were elevated in early-stage tumors: BRCA2 (log2 FC=0.33, p=0.006), ERCC4 (log2 FC=0.16, p=0.022), SLX4 (log2 FC=0.12, p=0.023), and BRIP1 (log2 FC=0.24, p=0.042). Two genes were elevated in late-stage tumors: FANCE (log2 FC=-0.20, p=0.009) and UBE2T (log2 FC=-0.21, p=0.025). All effect sizes were small (|d|=0.24-0.37). Most FA pathway genes in the RNA-seq dataset (16/23, 70%) showed no stage-dependent differences, including BRCA1, PALB2, RAD51, and most core complex members. RAD51C is uniquely upregulated in late-stage HPV-negative HNSCC after correction for multiple testing, distinguishing it from other FA pathway genes. This finding suggests that RAD51C could be a targetable weakness specifically in advanced HNSCC, which deserves further investigation for stage-directed therapies. Because the six additional genes which showed nominal significance did not survive FDR correction, this suggests that aside from RAD51C, the FA pathway appears to be preserved during HNSCC progression. For both Fanconi Anemia cancers and sporadic non-Fanconi HNSCC, the next step would be examining mutations in these genes to see how they affect function in stage-dependent pathophysiology.
利益披露 Disclosure
O. A. Swaim, None..
A. Straughan, None..
B. Wuertz, None..
F. Ondrey, None.