Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America.
PLoS Med. 2010 Jul 13;7(7):e1000307. doi: 10.1371/journal.pmed.1000307.
Pancreatic ductal adenocarcinoma (PDAC) remains a lethal disease. For patients with localized PDAC, surgery is the best option, but with a median survival of less than 2 years and a difficult and prolonged postoperative course for most, there is an urgent need to better identify patients who have the most aggressive disease.
We analyzed the gene expression profiles of primary tumors from patients with localized compared to metastatic disease and identified a six-gene signature associated with metastatic disease. We evaluated the prognostic potential of this signature in a training set of 34 patients with localized and resected PDAC and selected a cut-point associated with outcome using X-tile. We then applied this cut-point to an independent test set of 67 patients with localized and resected PDAC and found that our signature was independently predictive of survival and superior to established clinical prognostic factors such as grade, tumor size, and nodal status, with a hazard ratio of 4.1 (95% confidence interval [CI] 1.7-10.0). Patients defined to be high-risk patients by the six-gene signature had a 1-year survival rate of 55% compared to 91% in the low-risk group.
Our six-gene signature may be used to better stage PDAC patients and assist in the difficult treatment decisions of surgery and to select patients whose tumor biology may benefit most from neoadjuvant therapy. The use of this six-gene signature should be investigated in prospective patient cohorts, and if confirmed, in future PDAC clinical trials, its potential as a biomarker should be investigated. Genes in this signature, or the pathways that they fall into, may represent new therapeutic targets. Please see later in the article for the Editors' Summary.
胰腺导管腺癌(PDAC)仍然是一种致命的疾病。对于局限性 PDAC 患者,手术是最佳选择,但中位生存期不足 2 年,且大多数患者术后恢复困难且漫长,因此迫切需要更好地识别具有侵袭性疾病的患者。
我们分析了局限性与转移性疾病患者的原发肿瘤的基因表达谱,并确定了与转移性疾病相关的 6 个基因特征。我们在 34 例局限性和可切除 PDAC 患者的训练集中评估了该特征的预后潜力,并使用 X-tile 选择与结局相关的截断点。然后,我们将该截断点应用于 67 例局限性和可切除 PDAC 的独立测试集中,发现我们的特征独立于生存预测,优于传统的临床预后因素,如分级、肿瘤大小和淋巴结状态,危险比为 4.1(95%置信区间 [CI] 1.7-10.0)。根据 6 个基因特征被定义为高危患者的人群,1 年生存率为 55%,而低危人群的 1 年生存率为 91%。
我们的 6 个基因特征可用于更好地分期 PDAC 患者,并辅助进行手术治疗的困难决策,选择那些肿瘤生物学可能从新辅助治疗中获益最大的患者。应在前瞻性患者队列中研究该 6 个基因特征的应用,如果得到证实,应在未来的 PDAC 临床试验中进一步研究其作为生物标志物的潜力。该特征中的基因或其所属途径可能代表新的治疗靶点。请在文章稍后查看编辑总结。