Levine Edward A, Votanopoulos Konstantinos I, Qasem Shadi A, Philip John, Cummins Kathleen A, Chou Jeff W, Ruiz Jimmy, D'Agostino Ralph, Shen Perry, Miller Lance D
Surgical Oncology Service, Department of General Surgery, Wake Forest School of Medicine, Winston-Salem, NC; Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC.
Surgical Oncology Service, Department of General Surgery, Wake Forest School of Medicine, Winston-Salem, NC; Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC.
J Am Coll Surg. 2016 Apr;222(4):493-503. doi: 10.1016/j.jamcollsurg.2015.12.012. Epub 2015 Dec 21.
Appendiceal cancer (AC) patients treated with cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) often demonstrate an unpredictable variability in their survival outcomes. Biomarkers predictive of CRS/HIPEC efficacy could better guide treatment decisions. We hypothesized that variation in the transcriptional programming of AC tumors might distinguish molecular subtypes with differential outcomes after CRS/HIPEC.
Gene expression profiles of 2 AC cohorts were analyzed using Affymetrix whole-genome expression microarrays. Hierarchical clustering methods, Kaplan-Meier analysis, and Cox regression models were used to discover and validate prognostic molecular subtypes of AC. Gene set enrichment analysis was used to infer pathologic attributes of the molecular subtypes.
Unsupervised hierarchical clustering analysis of tumor expression profiles revealed a 139-gene cassette that distinguished 2 molecular subtypes (based on low vs high expression of the gene cassette) with statistically significant survival differences (disease-specific survival, p = 0.0075; progression-free survival, p = 0.0072). In a second AC cohort, the 139-gene cassette reproducibly partitioned tumors into subtypes with significant survival differences. Tumors showing high relative expression of the genes comprising the cassette associated with poor survival outcomes (disease-specific survival, p = 0.047; progression-free survival, p = 0.0079), and exhibited gene expression patterns enriched for oncogenic processes and pathways. The prognostic value of the molecular subtypes was specific for low-grade appendiceal tumors (disease-specific survival, p = 0.028; progression-free survival, p = 0.0016), and remained significant in the presence of conventional prognostic markers, including grade, surgical resection score, Eastern Cooperative Oncology Group status, and age.
The 139-gene cassette can have actionable clinical utility for identifying low-grade appendiceal tumor molecular subtypes predictive of therapeutic efficacy of CRS/HIPEC.
接受细胞减灭术(CRS)和热灌注化疗(HIPEC)治疗的阑尾癌(AC)患者的生存结果往往存在不可预测的差异。预测CRS/HIPEC疗效的生物标志物可以更好地指导治疗决策。我们假设AC肿瘤转录程序的差异可能区分CRS/HIPEC治疗后具有不同预后的分子亚型。
使用Affymetrix全基因组表达微阵列分析了2个AC队列的基因表达谱。采用层次聚类方法、Kaplan-Meier分析和Cox回归模型来发现和验证AC的预后分子亚型。基因集富集分析用于推断分子亚型的病理特征。
对肿瘤表达谱进行无监督层次聚类分析,发现一个由139个基因组成的基因盒,可区分2种分子亚型(基于基因盒的低表达与高表达),生存差异具有统计学意义(疾病特异性生存,p = 0.0075;无进展生存,p = 0.0072)。在第二个AC队列中,139个基因的基因盒可重复性地将肿瘤分为具有显著生存差异的亚型。显示该基因盒中基因相对高表达的肿瘤与较差的生存结果相关(疾病特异性生存,p = 0.047;无进展生存,p = 0.0079),并且表现出富含致癌过程和通路的基因表达模式。分子亚型的预后价值在低级别阑尾肿瘤中具有特异性(疾病特异性生存,p = 0.028;无进展生存,p = 0.0016),并且在存在包括分级、手术切除评分、东部肿瘤协作组状态和年龄等传统预后标志物的情况下仍然显著。
139个基因的基因盒在识别预测CRS/HIPEC治疗疗效的低级别阑尾肿瘤分子亚型方面具有可操作的临床应用价值。