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基于血浆代谢组学分析的肝癌肝移植预后指纹图谱。

A prognostic fingerprint in liver transplantation for hepatocellular carcinoma based on plasma metabolomics profiling.

机构信息

Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China; Key Lab of Combined Multi-Organ Transplantation, Ministry of Public Health, Hangzhou, 310000, China.

Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China; Key Lab of Combined Multi-Organ Transplantation, Ministry of Public Health, Hangzhou, 310000, China; Department of Hepatobiliary and Pancreatic Surgery, Shulan (Hangzhou) Hospital, Hangzhou, 310000, China.

出版信息

Eur J Surg Oncol. 2019 Dec;45(12):2347-2352. doi: 10.1016/j.ejso.2019.07.004. Epub 2019 Jul 2.

Abstract

INTRODUCTION

Tumor recurrence is a major cause of post-transplant mortality in liver transplantation for hepatocellular carcinoma (HCC). This study aimed to explore an effective noninvasive approach to accurately predict post-transplant tumor recurrence.

MATERIALS AND METHODS

Metabolomics profiling was performed on pre-operative plasma from 122 HCC patients undergoing liver transplantation, 52 healthy controls (HC) and 25 liver cirrhosis (LC) patients.

RESULTS

Five prognostic metabolites were identified by univariate analysis (P < 0.01), including phosphatidylcholine (PC) (16:0/P-18:1), PC(18:2/OH-16:0), PC(o-16:0/20:4), nutriacholic acid and 2-oxo-4-methylthiobutanoic acid. In the HCC group, PC(o-16:0/20:4), nutriacholic acid and 2-oxo-4-methylthiobutanoic acid were decreased, while PC(18:2/OH-16:0) was elevated compared with the LC group (e < 0.05). PC(16:0/P-18:1) was associated with tumor size, vascular invasion, and neutrophil-lymphocyte ratio (NLR; P < 0.05). Moreover, PC(18:2/OH-16:0) was also related to tumor number and NLR (P < 0.05). Multivariate cox regression showed that PC(16:0/P-18:1), PC(18:2/OH-16:0), nutriacholic acid and alpha-fetoprotein (AFP) were independent risk factors for tumor recurrence (P < 0.01). A prognostic fingerprint was established as a nomogram, which divided the patients into low risk (n = 45), moderate risk (n = 48) and highrisk groups (n = 29) with discriminated prognosis (P < 0.001). In patients fulfilling the Hangzhou criteria, the fingerprint/nomogram could also successfully stratify the patients into two groups with different recurrence risk (P < 0.05).

CONCLUSIONS

The established pre-operative plasma fingerprint/nomogram is efficient in the prediction of recurrence risk, which could facilitate candidate selection in liver transplantation for HCC.

摘要

简介

肿瘤复发是肝癌患者肝移植后移植后死亡的主要原因。本研究旨在探索一种准确预测移植后肿瘤复发的有效无创方法。

材料和方法

对 122 例接受肝移植的 HCC 患者、52 例健康对照(HC)和 25 例肝硬化(LC)患者的术前血浆进行代谢组学分析。

结果

通过单因素分析确定了 5 个预后代谢物(P < 0.01),包括磷脂酰胆碱(PC)(16:0/P-18:1)、PC(18:2/OH-16:0)、PC(o-16:0/20:4)、牛磺胆酸和 2-氧代-4-甲基硫代丁酸。在 HCC 组中,与 LC 组相比,PC(o-16:0/20:4)、牛磺胆酸和 2-氧代-4-甲基硫代丁酸降低,而 PC(18:2/OH-16:0)升高(e < 0.05)。PC(16:0/P-18:1)与肿瘤大小、血管侵犯和中性粒细胞-淋巴细胞比值(NLR;P < 0.05)相关。此外,PC(18:2/OH-16:0)也与肿瘤数量和 NLR 相关(P < 0.05)。多因素 Cox 回归显示,PC(16:0/P-18:1)、PC(18:2/OH-16:0)、牛磺胆酸和甲胎蛋白(AFP)是肿瘤复发的独立危险因素(P < 0.01)。建立了一个预测指纹的列线图,将患者分为低危(n = 45)、中危(n = 48)和高危组(n = 29),并具有不同的预后(P < 0.001)。在符合杭州标准的患者中,指纹/列线图也能成功地将患者分为两组,具有不同的复发风险(P < 0.05)。

结论

建立的术前血浆指纹/列线图在预测复发风险方面具有较高的效率,可有助于 HCC 患者肝移植的候选者选择。

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