Laboratory for Tumor Epigenetics and Stemness, National Institute of Cancer Research and Translational Center for Glandular Malignancies, National Health Research Institutes, Tainan, Taiwan; Department of Pathology, National Cheng-Kung University Hospital and College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Gastroenterology. 2013 Nov;145(5):1110-20. doi: 10.1053/j.gastro.2013.07.040. Epub 2013 Jul 27.
BACKGROUND & AIMS: Many patients with pancreatic ductal adenocarcinoma (PDAC) develop recurrent or metastatic diseases after surgery, so it is important to identify those most likely to benefit from aggressive therapy. Disruption of tissue microarchitecture is an early step in pancreatic tumorigenesis and a parameter used in pathology grading of glandular tumors. We investigated whether changes in gene expression during pancreatic epithelial morphogenesis were associated with outcomes of patients with PDAC after surgery.
We generated architectures of human pancreatic duct epithelial cells in a 3-dimensional basement membrane matrix. We identified gene expression profiles of the cells during different stages of tubular morphogenesis (tubulogenesis) and of PANC-1 cells during spheroid formation. Differential expression of genes was confirmed by immunoblot analysis. We compared the gene expression profile associated with pancreatic epithelial tubulogenesis with that of PDAC samples from 27 patients, as well as with their outcomes after surgery.
We identified a gene expression profile associated with tubulogenesis that resembled the profile of human pancreatic tissue with differentiated morphology and exocrine function. Patients with PDACs with this profile fared well after surgery. Based on this profile, we established a 6-28 gene tubulogenesis-specific signature that accurately determined the prognosis of independent cohorts of patients with PDAC (total n = 128; accuracy = 81.2%-95.0%). One gene, ASPM, was down-regulated during tubulogenesis but up-regulated in human PDAC cell lines and tumor samples; up-regulation correlated with patient outcomes (Cox regression P = .0028). Bioinformatic, genetic, biochemical, functional, and clinical correlative studies showed that ASPM promotes aggressiveness of PDAC by maintaining Wnt-β-catenin signaling and stem cell features of PDAC cells.
We identified a gene expression profile associated with pancreatic epithelial tubulogenesis and a tissue architecture-specific signature of PDAC cells that is associated with patient outcomes after surgery.
许多胰腺导管腺癌(PDAC)患者在手术后会出现复发或转移疾病,因此识别最有可能从强化治疗中获益的患者非常重要。组织微结构的破坏是胰腺肿瘤发生的早期步骤,也是腺体肿瘤病理分级的一个参数。我们研究了胰腺上皮形态发生过程中基因表达的变化是否与手术后 PDAC 患者的结局相关。
我们在 3 维基底膜基质中生成人胰腺导管上皮细胞的结构。我们鉴定了细胞在不同阶段的管状形态发生(管形成)和 PANC-1 细胞在球体形成过程中的基因表达谱。通过免疫印迹分析证实基因差异表达。我们比较了与胰腺上皮管状形成相关的基因表达谱与 27 例 PDAC 样本的基因表达谱,以及它们手术后的结局。
我们确定了与管状形成相关的基因表达谱,该谱与具有分化形态和外分泌功能的人类胰腺组织的谱相似。具有这种特征的 PDAC 患者手术后预后良好。基于该特征,我们建立了一个 6-28 个基因管状形成特异性的特征,该特征能够准确地确定独立队列的 PDAC 患者的预后(总 n=128;准确率为 81.2%-95.0%)。在管状形成过程中下调的一个基因 ASPM 在人 PDAC 细胞系和肿瘤样本中上调;上调与患者结局相关(Cox 回归 P=0.0028)。生物信息学、遗传、生化、功能和临床相关性研究表明,ASPM 通过维持 PDAC 的 Wnt-β-catenin 信号和 PDAC 细胞的干细胞特征来促进 PDAC 的侵袭性。
我们确定了与胰腺上皮管状形成相关的基因表达谱和与 PDAC 细胞组织架构特异性相关的特征,该特征与手术后患者的结局相关。