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亚洲人群肝细胞癌的转录组G1-G6特征:G3与微血管侵犯的关联

The transcriptomic G1-G6 signature of hepatocellular carcinoma in an Asian population: Association of G3 with microvascular invasion.

作者信息

Allen John Carson, Nault Jean-Charles, Zhu Guili, Khor Andrew Yu Keat, Liu Jin, Lim Tony Kiat Hon, Zucman-Rossi Jessica, Chow Pierce K H

机构信息

Centre for Quantitative Medicine, Duke-NUS Graduate Medical School, Singapore, Singapore INSERM, UMR-1162, Génomique Fonctionnelle des Tumeurs Solides, IUH Université Paris Descartes, Labex Immuno-oncology, Sorbonne Paris Cité, Faculté de Médecine, Paris, France Department of Pathology, Singapore General Hospital, Singapore Department of Surgical Oncology, National Cancer Centre Office of Clinical Sciences, Duke-NUS Medical School, Singapore Department of HPB and Transplant Surgery, Singapore General Hospital, Singapore, Singapore.

出版信息

Medicine (Baltimore). 2016 Nov;95(47):e5263. doi: 10.1097/MD.0000000000005263.

Abstract

In this study, a transcriptomic group classification based on a European population is tested on a Singapore cohort. The results highlight the genotype/phenotype correlation in a Southeast Asian population. The G1-G6 transcriptomic classification derived from hepatocellular carcinoma (HCC) resected from European patients, robustly reflected group-specific clinical/pathological features. We investigated the application of this molecular classification in Southeast Asian HCC patients.Gene expression analysis was carried out on HCC surgically resected in Singapore patients who were grouped into G1-G6 transcriptomic categories according to expression of 16 predictor genes (illustrated in Supplementary Table 1, http://links.lww.com/MD/B413 and Supplementary Fig. 1, http://links.lww.com/MD/B413) using quantitative reverse transcription polymerase chain reaction (RT-PCR). Univariate and multivariate polytomous logistic regression was used to investigate association between clinical variables and pooled transcriptomic classes G12, G3, and G456.HCC from Singapore (n = 82) were distributed (%) into G1 (13.4), G2 (24.4), G3 (15.9), G4 (24.4), G5 (14.6), and G6 (7.3) subgroups. Compared to the European data, the Singapore samples were relatively enriched in G1-G3 versus G4-G6 tumors (53.7% vs 46.3%) reflecting the higher proportion of hepatitis B virus (HBV) patients in Singapore versus Europe samples (43% vs 30%). Pooled classes were defined as G12, G3, and G456. G12 was associated with higher alpha-fetoprotein (AFP) concentrations (OR = 1.69, 95% CI: 1.30-2.20; P < 0.0001) and G3 with microvascular invasion (OR = 4.91, 95% CI: 1.06-24.8; P = 0.047).The European and Singapore cohorts were generally similar relative to associations between transcriptomic groups and clinical features. This lends credence to the G1-G6 transcriptomic classifications being applicable regardless of the ethnic origin of HCC patients. The G3 group was associated with microvascular invasion and holds potential for investigation into the underlying mechanisms and selection for therapeutic clinical trials.

摘要

在本研究中,基于欧洲人群的转录组学分组分类在一个新加坡队列中进行了测试。结果突出了东南亚人群中的基因型/表型相关性。源自欧洲患者肝细胞癌(HCC)切除样本的G1 - G6转录组学分类,有力地反映了特定组的临床/病理特征。我们研究了这种分子分类在东南亚HCC患者中的应用。对在新加坡接受手术切除的HCC进行基因表达分析,这些患者根据16个预测基因的表达情况(见补充表1,http://links.lww.com/MD/B413和补充图1,http://links.lww.com/MD/B413)被分为G1 - G6转录组学类别,采用定量逆转录聚合酶链反应(RT-PCR)。使用单变量和多变量多分类逻辑回归来研究临床变量与合并转录组学类别G12、G3和G456之间的关联。来自新加坡的HCC(n = 82)按百分比分布到G1(13.4%)、G2(24.4%)、G3(15.9%)、G4(24.4%)、G5(14.6%)和G6(7.3%)亚组。与欧洲数据相比,新加坡样本中G1 - G3肿瘤相对于G4 - G6肿瘤相对富集(53.7%对46.3%),这反映出新加坡样本中乙型肝炎病毒(HBV)患者的比例高于欧洲样本(43%对30%)。合并类别定义为G12、G3和G456。G12与较高的甲胎蛋白(AFP)浓度相关(OR = 1.69,95%CI:1.30 - 2.20;P < 0.0001),G3与微血管侵犯相关(OR = 4.91,95%CI:1.06 - 24.8;P = 0.047)。欧洲和新加坡队列在转录组学组与临床特征之间的关联方面总体相似。这使得G1 - G6转录组学分类无论HCC患者的种族来源如何都适用这一观点更具可信度。G3组与微血管侵犯相关,具有对潜在机制进行研究以及为治疗性临床试验进行选择的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/01d7/5134855/f9b0eba4d9ce/medi-95-e5263-g003.jpg

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