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Primary liver cancer is a common digestive system malignant tumor. Positron emission tomography and computed tomography (PET/CT) is a new molecular imaging technique which can reflect the metabolic status of tumors and provide more biological information about tumors. Radiomics is used to extract and analyze quantitative features that can describe tumor features in medical images with a high throughput. This article reviews PET/CT radiomics and its application in the diagnosis and prognosis assessment of hepatocellular carcinoma.
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Objective:The aim of this study was to analyze the relationship between the changes of pre- and post-operation PET/CT metabolic parameters and prognosis for liver cancer patients.Methods:A retrospective study was carried out among 92 patients with liver cancer who received liver transplantation and PET/CT examination in our hospital from October 2013 to May 2017.According to Deauville criteria, the lesions were classified into PET negative, weak positive, and strong positive. The metabolic parameters including SUV max, SUL, MTV, TMR, TLR, TLG, UVP of normal liver parenchyma, liver cancer lesions and mediastinum were measured or calculated. The relationship between metabolic parameters and recurrence was analyzed. The relationship of Deauville score and metabolic parameters and the changing characters of metabolic parameters between the PET/CT of pre and post transplantation were analyzed. Results:Thirty cases did not relapse after LT, among which 16, 7 and 7 cases had Deauville score of 3, 4 and 5 respectively in pre-operation PET/CT. The recurrence time of 62 patients in recurrence group was (10.90±10.30) months. MTV, TLG, UVP-M, UVP-LB in recurrence group were significant higher( P<0.05). Patients with low metabolic parameters show better prognosis than patients with high metabolic parameters. Metabolic parameters of 5 score group were higher than that of 4score. The metabolic parameters of recurrence group were higher than those in non-recurrence group. MTV, TLG, UVP-M, UVP-LB in post-operation PET/CT were lower than those in pre-operation PET/CT, however, SUV max, TMR, TLR, SUL had no significantly difference. Conclusions:PET/CT metabolic burden parameters should be evaluated before LT to select patients with better prognosis. For liver transplantation patients with high metabolic parameters, PET/CT examination should be performed early after surgery to improve the detection of recurrence and metastasis, and relevant treatment should be timely conducted.
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Objective To investigate the value of 99Tcm-diethylene triamine pentoacetic acid (DTPA) renal dynamic imaging for detecting renal function before liver transplantation and predicting early acute kidney injury (AKI) postoperation.Methods A total of 40 patients (29 males,11 females,average age (45± 8) years) with end-stage liver diseases who underwent orthotopic liver transplantation from June 2015 to June 2016 were selected in this retrospective study.All patients underwent 99Tcm-DTPA renal dynamic imaging within one week before liver transplantation,the general glomerular filtration rate (GFR) and normalized GFR (NGFR) were calculated.The serum creatinine (SCr) and blood urea were detected during the perioperative period.Patients were divided into AKI group (n =15) and non-AKI group (n =25) according to whether the patients suffered from AKI 3 d after liver transplantation.The general GFR,NGFR,SCr and blood urea between two groups were compared using two-sample t test.The sensitivities and specificities of general GFR and NGFR for predicting AKI were evaluated by receiver operating characteristic (ROC) curve.Correlations between general GFR,NGFR and SCr,blood area before liver transplantation were investigated by Pearson correlation analysis.Results The general GFR,NGFR before operation in AKI group were significantly lower than those in non-AKI group:(58.6±7.7) ml/min vs (77.3±12.3) ml/min,(57.7±7.5) ml· min-1· 1.73 m-2 vs (76.8±12.6) ml · min-1 · 1.73 m-2(t values:-5.924,-5.981,both P＜0.05).The SCr,blood urea before operation in the 2 group were not significantly different:(93.5±13.0) μmol/L vs (85.8±15.7) μmol/L,(8.9±4.0) mmol/L vs (7.0±3.0) mmoL/L (t values:1.604,1.733,both P＞0.05).The area under curve (AUC) of general GFR and NGFR was 0.947 and 0.944,respectively.The early AKI was predicted by general GFR and NGFR under the cut-off＜60 ml/min and ＜60 ml · min-1 · 1.73 m-2 with sensitivities of 9/15,10/15 and specificities both of 96.0％ (24/25).There were negative correlations between the general GFR and SCr,general GFR and blood urea,NGFR and SCr,NGFR and blood urea (r values:-0.555,-0.391,-0.562,-0.390,all P＜0.05).Conclusions 99Tcm-DTPA renal dynamic imaging is helpful for the early detection of potential injury of the renal function.Both general GFR and NGFR could be the accurate indicators for predicting early AKI following orthotopic liver transplantation.
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Objective To investigate the relationship between diameter and drainage territory of tributaries of the hepatic vein and the clinical value of hepatic venous drainage territory evaluation before LDLT.Methods MSCT covering abdomen was performed on 68 donors.The images were transported and reconstructed in GE Advantage Windows 4.2 workplace and IQQA-liver CT images readout and analytical system.The tributaries of hepatic vein were marked,and the diameter and drainage territory were measured.Functional hepatic volume (FHV),and effective hepatic volume (EfHV) of donors and recipients according to the hepatic venous reconstruction results during the operation were calculated.The corresponding graft-to-recipient body weight ratio of recipients was calculated.Results In the tributaries of 220 hepatic veins studied,the coefficient correlation of diameter and drainage territory was 0.752 (P≤0.01),but there was significant difference in the drainage territory of the veins with same diameter.By using Chi-square analysis,venous diameter and drainage territory are classified and statistical frequency by 5 mm and 50 cm3 respectively,and there was statistically significant difference between them (X2 =61.97,P＜0.01).The mean value of drainage territory of RHV (RHVV) was 510.80 ± 168.33 cm3,and that of RFHV (drainage territory with reconstructed IRHV added) was 577.26± 156.72 cm3 respectively.The mean value of drainage territory of LHV (LHVV) was 292.70 ± 76.61 cm3,and that of LFHV (drainage territory with Ⅳ segment tributaries of MHV added) was 551.26 ± 111.82 cm3 respectively.In 25 grafts without MHV,the mean value of drainage territory of EfHV was 405.52-1038.43 cm3.In 43 donors donating grafts with MHV,the mean value of drainage territory of EfHV was 175.35-575.35 cm3.Conclusion There is significant difference in drainage territory of same diameter veins.Bigger diameter doesn't always mean bigger drainage territory.Hepatic vein drainage territory evaluation before LDLT has important clinical significance to formulate surgery scheme.