Department of Nuclear Medicine, The First Medical Center, Chinese PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China.
Graduate School, Chinese PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, China.
BMC Cancer. 2023 Feb 6;23(1):119. doi: 10.1186/s12885-023-10599-7.
To evaluate the diagnostic value of a multiparameter model based on F-fluorodeoxyglucose positron emission tomography (F-FDG PET) metabolic parameters and clinical variables in differentiating nonmetastatic gallbladder cancer (GBC) from cholecystitis.
In total, 122 patients (88 GBC nonmetastatic patients and 34 cholecystitis patients) with gallbladder space-occupying lesions who underwent F-FDG PET/CT were included. All patients received surgery and pathology, and baseline characteristics and clinical data were also collected. The metabolic parameters of F-FDG PET, including SUVmax (maximum standard uptake value), SUVmean (mean standard uptake value), SUVpeak (peak standard uptake value), MTV (metabolic tumour volume), TLG (total lesion glycolysis) and SUVR (tumour-to-normal liver standard uptake value ratio), were evaluated. The differential diagnostic efficacy of each independent parameter and multiparameter combination model was evaluated using the receiver operating characteristic (ROC) curve. The improvement in diagnostic efficacy using a combination of the above multiple parameters was evaluated by integrated discriminatory improvement (IDI), net reclassification improvement (NRI) and bootstrap test. Decision curve analysis (DCA) was used to evaluate clinical efficacy.
The ROC curve showed that SUVR had the highest diagnostic ability among the F-FDG PET metabolic parameters (area under the curve [AUC] = 0.698; sensitivity = 0.341; specificity = 0.971; positive predictive value [PPV] = 0.968; negative predictive value [NPV] = 0.363). The combined diagnostic model of cholecystolithiasis, fever, CEA > 5 ng/ml and SUVR showed an AUC of 0.899 (sensitivity = 0.909, specificity = 0.735, PPV = 0.899, NPV = 0.758). The diagnostic efficiency of the model was improved significantly compared with SUVR. The clinical efficacy of the model was confirmed by DCA.
The multiparameter diagnostic model composed of F-FDG PET metabolic parameters (SUVR) and clinical variables, including patient signs (fever), medical history (cholecystolithiasis) and laboratory examination (CEA > 5 ng/ml), has good diagnostic efficacy in the differential diagnosis of nonmetastatic GBC and cholecystitis.
评估基于 F-氟代脱氧葡萄糖正电子发射断层扫描(F-FDG PET)代谢参数和临床变量的多参数模型在鉴别非转移性胆囊癌(GBC)与胆囊炎中的诊断价值。
共纳入 122 例(88 例非转移性 GBC 患者和 34 例胆囊炎患者)经 F-FDG PET/CT 检查诊断为胆囊占位性病变的患者。所有患者均接受手术和病理检查,并收集基线特征和临床数据。评估 F-FDG PET 的代谢参数,包括 SUVmax(最大标准摄取值)、SUVmean(平均标准摄取值)、SUVpeak(峰值标准摄取值)、MTV(代谢肿瘤体积)、TLG(总病变糖酵解)和 SUVR(肿瘤与正常肝脏标准摄取值比值)。采用受试者工作特征(ROC)曲线评估各独立参数和多参数组合模型的鉴别诊断效能。通过综合判别改善(IDI)、净重新分类改善(NRI)和 bootstrap 检验评估上述多个参数联合的诊断效能改善情况。采用决策曲线分析(DCA)评估临床效能。
ROC 曲线显示,在 F-FDG PET 代谢参数中,SUVR 的诊断效能最高(曲线下面积[AUC] = 0.698;敏感度 = 0.341;特异度 = 0.971;阳性预测值[PPV] = 0.968;阴性预测值[NPV] = 0.363)。胆囊炎、发热、CEA > 5 ng/ml 和 SUVR 的联合诊断模型的 AUC 为 0.899(敏感度 = 0.909,特异度 = 0.735,PPV = 0.899,NPV = 0.758)。与 SUVR 相比,该模型的诊断效率显著提高。DCA 证实了该模型的临床效能。
由 F-FDG PET 代谢参数(SUVR)和临床变量(患者体征[发热]、病史[胆囊结石]和实验室检查[CEA > 5 ng/ml])组成的多参数诊断模型,在鉴别非转移性 GBC 和胆囊炎方面具有良好的诊断效能。