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Objective:To investigate the effect of using two different input functions to reconstruct 18F-FDG PET/CT Patlak multi-parameter images on the quantitative parameters of lung cancer lesions. Methods:The original whole-body dynamic 18F-FDG PET/CT scan data of lung cancer patients in the Department of Nuclear Medicine, First Affiliated Hospital of Anhui Medical University were retrospectively analyzed. The total scan time was 75 min. Two input functions were used for Patlak multi-parameter reconstruction: ① Image-derived input function(IDIF)using the Time-activity curve(TAC)of descending aorta from 0 min to 75 min. ② Population-based input function (PBIF) developed by Yale University. Metabolic rate of FDG (MR FDG) and Distribution volume (DV) images were obtained by Patlak multi-parameter analysis software using the above input functions. The region of interest (ROI) method was used to delineate the lesions to obtain multi-parameter quantitative information, including the max, peak and mean value of MR FDG and DV. Paired t-test was used for statistical analysis. Results:The original data of 27 lung cancer patients who received whole-body dynamic 18F-FDG PET/CT imaging were reconstructed by Patlak with two different input functions. The max, peak and mean values of MR FDG-IDIF and MR FDG-PBIF in lung cancer lesions were as follows: (0.26 ± 0.15), (0.19 ± 0.12), (0.14 ± 0.08)μmol·min -1·ml -1 and (0.26 ± 0.15), ( 0.20 ± 0.13), (0.15 ± 0.09)μmol·min -1·ml -1, with no statistically significant difference between two functions( P > 0.05). The max, peak and mean values of DV IDIF and DV PBIF were (165.56 ± 99.89)%, (117.66 ± 72.24)%, (62.16 ± 33.65)% and(170.04 ± 103.93)%, (121.91 ± 73.71)%, (65.05 ± 37.17)%, with no statistically significant difference between two functions ( P > 0.05). Conclusions:The population-based input function may be an alternative for patients who could not lie supine for long time during whole-body dynamic 18F-FDG PET/CT Patlak multi-parameter imaging.
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OBJECTIVE@#To investigate the value of quantitative synthetic magnetic resonance imaging (SyMRI) in distinguishing between benign and malignant breast lesions.@*METHODS@#We retrospectively collected data of preoperative conventional MRI and multi-dynamic multi-echo sequences from 95 patients with breast lesions showing mass-type enhancement on DCE-MRI, including 27 patients with benign lesions and 68 with malignant lesions. The MRI features of the lesions (shape, margin, internal enhancement pattern, time-signal intensity curve, and T2WI signal) were analyzed, and for each lesion, SyMRI-generated quantitative parameters including T1 and T2 relaxation time and proton density (PD) were measured before and after enhancement and recorded as T1p, T2p, PDp and T1e, T2e, and PDe, respectively. The relative change rate of each parameter was calculated. Logistic regression and all-subset regression analyses were performed for variable selection to construct diagnostic models of the breast lesions, and receiver-operating characteristic (ROC) analysis was used to assess the performance of each model for differentiation of benign and malignant lesions.@*RESULTS@#There were significant differences in the MRI features between benign and malignant lesions (P < 0.05). All the SyMRI-generated quantitative parameters, with the exception of T2e and Pdp, showed significant differences between benign and malignant lesions (P < 0.05). Among the constructed diagnostic models, the model based on all the DCE-MRI features combined with SyMRI parameters T2p and T1e (DCE-MRI+T2p+T1e) showed the best performance in the differential diagnosis malignant breast masses with an AUC of 0.995 (95% CI: 0.983-1.000).@*CONCLUSION@#Quantitative SyMRI can be used for differential diagnosis of benign and malignant breast lesions.
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Feminino , Humanos , Mama/diagnóstico por imagem , Neoplasias da Mama/diagnóstico por imagem , Meios de Contraste , Diagnóstico Diferencial , Imageamento por Ressonância Magnética/métodos , Curva ROC , Estudos RetrospectivosRESUMO
To investigate the value of contrast-enhanced ultrasound(CEUS)quantitative parameters in the diagnosis of thyroid benign and malignant nodules. The CEUS features of 85 histopathologically confirmed thyroid nodules were quantitatively analyzed using five parameters including rising time(RT),time to peak(TTP),area under the curve(AUC),maximum intensity(Imax),and mean transit time(mTT).The dynamic vascular pattern(DVP)curves were also drawn. The Imax(=-7.08,=0.01)and AUC(=-2.03,=0.04)of thyroid malignant nodules were significantly smaller than those of thyroid tissue,and the Imax(=-1.35,=0.02)and AUC(=-0.21,=0.02)of thyroid benign nodules were significantly larger than those of thyroid tissue.There were significant differences between thyroid benign and malignant nodules in Imax(=-4.16,=0.00),AUC(=-3.01,=0.01),and DVP curve types(=0.00).RT(=-0.28,=0.62),TTP(=-0.10,=0.89),and mTT(=-0.79,=0.05)were not significantly different between thyroid benign and malignant nodules. The quantitative parameters of CEUS,especially Imax and AUC parameters,are valuable in the diagnosis of benign and malignant thyroid nodules.
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Objective@#To compare the application of dynamic contrast-enhanced magnetic resonance imaging (MRI) and conventional MRI in the detection of hepatocellular carcinoma (HCC) lesions before and after transcatheter arterial chemoembolization (TACE) treatment and evaluation of the effect of TACE treatment, thus to judge its application value, and to provide guidance for early clinical diagnosis.@*Methods@#Seventy-six patients with HCC who underwent TACE in Pingyang Hospital Affiliated to Wenzhou Medical University from January 2018 to December 2018 were selected in the research.According to the random number table method, 76 patients were randomly divided into control group and study group, with 38 cases in each group.The control group was examined by conventional MRI, while the study group was examined by dynamic enhancement of MRI.The lesions were observed before and after treatment, and Ktrans, Kep and ve of the two groups were recorded before and after treatment.The accuracy, sensitivity and specificity of the two groups were compared.@*Results@#Before and after treatment, the total detection rates of the study group (92.05%, 100.00%) were significantly higher than those of the control group (80.85%, 71.43%) (χ2=16.489, 15.246, all P<0.05). Before treatment, the Ktrans, Kep, ve equivalents between the two groups had no statistically significant differences (t=0.915, 0.448, 0.354, all P>0.05). After treatment, the Ktrans and Kep values of the two groups were significantly decreased, and the Ktrans[(0.419±0.101)min] and Kep[(1.073±0.237)min] values of the study group were significantly lower than those of the control group [(0.647±0.128)min, (1.158±0.221)min], the differences were statistically significant (t=9.485, 5.642, all P>0.05). There was no statistically significant difference in ve value between the two groups (t=1.025, P>0.05). The accuracy and sensitivity of detection in the study group (92.11%, 97.37%) were significantly higher than those in the control group (81.58%, 84.21%), and the specificity (94.74%) of the study group was significantly lower than that of the control group (97.37%) (χ2=17.186, 14.453, 6.489, all P<0.05).@*Conclusion@#Dynamic contrast-enhanced MRI is more effective in the detection of HCC patients before and after TACE treatment.It is convenient to provide guidance for treatment and has higher clinical application value.It is worthy of popularizing.
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Objective:To discuss the value of CT quantitative parameters in prediction of the invasiveness of pulmonary mixed ground glass nodules(mGGNs).Methods:CT images of 164 patients with pulmonary ground-glass nodules(mGGNs),enrolled in Tianjin Medi-cal University Cancer Institute and Hospital from January 2013 to September 2016,confirmed by surgical pathology were analyzed ret-rospectively.CT quantitative parameters including maximum diameter,largest diameter perpendicular to the maximum diameter,vol-ume on both pulmonary window and mediastinal window,mean CT value and TDR(tumor shadow disappear rate)were evaluated be-tween minimally invasive adenocarcinoma (MIA) and invasive adenocarcinoma (IAC) with ROC and Logistic regression analysis. Re-sults:Logistic regression analysis showed that the maximum diameter of the pulmonary window(OR=3.080,95% CI:1.135-8.355,P=0.027)and the maximum diameter of the mediastinal window(OR=5.881,95%CI:1.634-21.166,P=0.007)independently predicted the invasiveness of mGGNs;the corresponding values of area under the curve of the combination of two parameters were 0.855,with sen-sitivity of 77.61% and specificity of 86.67 %.The cut-off point to the corresponding value of the maximum diameter on pulmonary win-dow and mediastinal window was 1.902cm and 1.273cm,respectively.Conclusions:CT quantitative parameters are helpful in predict-ing the invasiveness of mGGNs.The maximum diameters on both pulmonary window and mediastinal window are independent predic-tors.
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Objective To explore the feasibility of quantitative assessment of pancreatic perfusion using dynamic contrastenhanced MRI (DCE-MRI).Methods Totally 68 healthy volunteers were divided into youth,middle and old groups according to ages.All volunteers underwent pancreas DCE-MRI examination.Images were transmitted to Research-DCE MRI Tool workstation to calculate the quantitative parameters,including volume transfer constant (Ktrans),interstitium-toplasma rate constant (Kep),interstitial volume (Ve) and plasma volume (Vp).Independent sample t test and one-way ANOVA test were used to evaluate the differences of pancreatic perfusion.Results There were no significant differences of Ktrans,Kep, Ve and Vp between male and female;Ve in old group was higher than that in youth and middle groups (P =0.036,0.001);Vp of pancreatic head was higher than that of pancreatic body and tail (P=0.011,0.023).Conclusion DCE-MRI can be applied to provide a reliable quantitative assessment of pancreatic perfusion noninvasively.The parameters of DCE-MRI of pancreatic perfusion are independent of gender but vary with age and pancreatic sites.
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Objective To study the values of quantitative parameters of DCE-MRI in diagnosis of benign and malignant liver tumors and to explore its diagnostic efficacy.Methods Consecutive 25 patients with benign or malignant liver tumors underwent plain scanning and dynamic contrast-enhanced MRI,and total 28 lesions were confirmed by pathology or follow-up.The DCE-MRI quantitative parameters (Ktrans ,Kep ,Ve and iAUC)of the lesions and the surrounding normal liver tissue were acquired.The inde-pendent sample t test was used to compare the quantitative parameters between different tumors.The optimal parameters values of benign and malignant liver tumors were determined by plotting ROC curves.Results The mean quantitative parameters of HCC and benign lesions were larger than those of the surrounding normal liver tissue.Ktrans ,Kep and iAUC between HCC and surrounding nor-mal liver tissue had significant differences (P <0.05),Ktrans and iAUC between benign lesions and surrounding normal liver tissue had a significant difference (P <0.05).Ktrans ,Kep and iAUC between HCC and benign lesions had significant differences (P <0.05). The diagnostic effectiveness of Ktrans = 0.21 5 min-1 ,with sensitivity of 81.3% and specificity of 66.7%,was greater than that of Kep =0.477 and iAUC=24.706.Conclusion The DCE-MRI quantitative analysis can provide a reference for the differential diagnosis of HCC from benign liver tumors.