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定量成像特征与术后肝功能不全:多机构扩展队列研究。

Quantitative Imaging Features and Postoperative Hepatic Insufficiency: A Multi-Institutional Expanded Cohort.

机构信息

Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY.

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY.

出版信息

J Am Coll Surg. 2018 May;226(5):835-843. doi: 10.1016/j.jamcollsurg.2018.02.001. Epub 2018 Feb 15.

Abstract

BACKGROUND

Post-hepatectomy liver insufficiency (PHLI) is a significant cause of morbidity and mortality after liver resection. Quantitative imaging analysis using CT scans measures variations in pixel intensity related to perfusion. A preliminary study demonstrated a correlation between quantitative imaging features of the future liver remnant (FLR) parenchyma from preoperative CT scans and PHLI. The objective of this study was to explore the potential application of quantitative imaging analysis in PHLI in an expanded, multi-institutional cohort.

STUDY DESIGN

We retrospectively identified patients from 5 high-volume academic centers who developed PHLI after major hepatectomy, and matched them to control patients without PHLI (by extent of resection, preoperative chemotherapy treatment, age [±5 years], and sex). Quantitative imaging features were extracted from the FLR in the preoperative CT scan, and the most discriminatory features were identified using conditional logistic regression. Percent remnant liver volume (RLV) was defined as follows: (FLR volume)/(total liver volume) × 100. Significant clinical and imaging features were combined in a multivariate analysis using conditional logistic regression.

RESULTS

From 2000 to 2015, 74 patients with PHLI and 74 matched controls were identified. The most common indications for surgery were colorectal liver metastases (53%), hepatocellular carcinoma (37%), and cholangiocarcinoma (9%). Two CT imaging features (FD1_4: image complexity; ACM1_10: spatial distribution of pixel intensity) were strongly associated with PHLI and remained associated with PHLI on multivariate analysis (p = 0.018 and p = 0.023, respectively), independent of clinical variables, including preoperative bilirubin and %RLV.

CONCLUSIONS

Quantitative imaging features are independently associated with PHLI and are a promising preoperative risk stratification tool.

摘要

背景

肝切除术后肝功能不全(PHLI)是肝切除术后发病率和死亡率的重要原因。使用 CT 扫描的定量成像分析测量与灌注相关的像素强度变化。一项初步研究表明,术前 CT 扫描中肝切除术后剩余肝脏(FLR)实质的定量成像特征与 PHLI 之间存在相关性。本研究的目的是在一个扩展的多机构队列中探索定量成像分析在 PHLI 中的潜在应用。

研究设计

我们回顾性地从 5 个高容量学术中心确定了发生重大肝切除术后发生 PHLI 的患者,并将他们与无 PHLI 的对照患者(按切除范围、术前化疗治疗、年龄[±5 岁]和性别)相匹配。从术前 CT 扫描中提取 FLR 的定量成像特征,并使用条件逻辑回归识别最具鉴别力的特征。剩余肝体积百分比(RLV)定义如下:(FLR 体积)/(总肝体积)×100。使用条件逻辑回归对具有显著临床和影像学特征的多元分析进行分析。

结果

2000 年至 2015 年,共确定了 74 例 PHLI 患者和 74 例匹配的对照患者。手术的最常见指征是结直肠癌肝转移(53%)、肝细胞癌(37%)和胆管癌(9%)。两种 CT 成像特征(FD1_4:图像复杂度;ACM1_10:像素强度的空间分布)与 PHLI 密切相关,并且在多变量分析中仍然与 PHLI 相关(p=0.018 和 p=0.023),与包括术前胆红素和 RLV 在内的临床变量独立相关。

结论

定量成像特征与 PHLI 独立相关,是一种有前途的术前风险分层工具。

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