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基于[F]FDG PET/CT 胃周脂肪组织纹理特征预测胃癌复发。

Predicting the Recurrence of Gastric Cancer Using the Textural Features of Perigastric Adipose Tissue on [F]FDG PET/CT.

机构信息

Department of Pathology, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6-gil, Dongnam-gu, Cheonan 31151, Korea.

Department of Surgery, Soonchunhyang University Cheonan Hospital, 31 Suncheonhyang 6-gil, Dongnam-gu, Cheonan 31151, Korea.

出版信息

Int J Mol Sci. 2022 Oct 9;23(19):11985. doi: 10.3390/ijms231911985.

Abstract

This study aimed to assess the relationship between the histopathological and textural features of perigastric adipose tissue (AT) on 2-deoxy-2-[F]fluoro-D-glucose ([F]FDG) positron emission tomography/computed tomography (PET/CT) and to evaluate the prognostic significance of perigastric AT textural features in predicting recurrence-free survival (RFS) in patients with gastric cancer. Sixty-nine patients with gastric cancer who underwent staging [F]FDG PET/CT and subsequent curative surgery were retrospectively reviewed. Textural features of perigastric AT were extracted from PET images. On histopathological analysis, CD4, CD8, and CD163 cell infiltration and matrix metalloproteinase-11 and interleukin-6 (IL-6) expression in perigastric AT were graded. The degree of CD163 cell infiltration in perigastric AT was significantly correlated with the mean standardized uptake value (SUV), SUV histogram entropy, grey-level co-occurrence matrix (GLCM) energy, and GLCM entropy of perigastric AT. The degree of IL-6 expression in the perigastric AT was significantly correlated with the mean and median SUVs of perigastric AT. In multivariate survival analysis, GLCM entropy, GLCM dissimilarity, and GLCM homogeneity of perigastric AT were significant predictors of RFS. The textural features of perigastric AT on [F]FDG PET/CT significantly correlated with inflammatory response in perigastric AT and were significant prognostic factors for predicting RFS in patients with gastric cancer.

摘要

本研究旨在评估胃周脂肪组织(AT)的组织病理学和纹理特征与 2-脱氧-2-[F]氟-D-葡萄糖 ([F]FDG) 正电子发射断层扫描/计算机断层扫描(PET/CT)之间的关系,并评估胃周 AT 纹理特征在预测胃癌患者无复发生存(RFS)方面的预后意义。回顾性分析了 69 例接受分期 [F]FDG PET/CT 检查和随后根治性手术的胃癌患者。从 PET 图像中提取胃周 AT 的纹理特征。在组织病理学分析中,对胃周 AT 中的 CD4、CD8 和 CD163 细胞浸润以及基质金属蛋白酶-11 和白细胞介素-6(IL-6)表达进行分级。胃周 AT 中 CD163 细胞浸润程度与胃周 AT 的平均标准化摄取值(SUV)、SUV 直方图熵、灰度共生矩阵(GLCM)能量和 GLCM 熵显著相关。胃周 AT 中的 IL-6 表达程度与胃周 AT 的平均 SUV 和中位数 SUV 显著相关。在多变量生存分析中,胃周 AT 的 GLCM 熵、GLCM 差异性和 GLCM 同质性是 RFS 的显著预测因子。胃周 AT 的纹理特征与胃周 AT 的炎症反应显著相关,是预测胃癌患者 RFS 的重要预后因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9276/9569486/a02118df353d/ijms-23-11985-g001.jpg

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