1.A preoperative prediction model of microvascular invasion in hepatocellular carcinoma
Yuelei HU ; Dawei SUN ; Huan LIU ; Feixiang LUO ; Guoyue LYU
Chinese Journal of Hepatobiliary Surgery 2019;25(1):22-25
Objective To analyze the risk factors of microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC),and to establish a preoperative prediction model for MVI.Methods The clinical data of 159 patients with HCC from the First Hospital of Jilin University treated from January 2012 to December 2014 were retrospectively analyzed.There were 128 males and 31 females.Univariate and multivariate logistic regression analysis of factors influencing the presence of MVI in HCC patients were carried out.Independent risk factors were scored based on the β values of multivariate analysis.Receiver operating characteristics (ROC) curves were used to evaluate the predictive value of the scores for the risk factor for MVI.Results Univariate and multivariate logistic regression analyses showed that age ≥ 60 years (OR=0.263,95% CI:0.112 ~ 0.614),tumor diameter ≥5 cm (OR=3.902,95% CI:1.784 ~ 8.583),neutrophil to lymphocyte ratio (NLR) ≥ 1.83 (OR=2.414,95% CI:1.065~5.472) and platelet to lymphocyte ratio (PLR) ≥ 72.30 (OR =2.578,95% CI:1.068~ 6.223) were the influencing factors of MVI in patients with HCC (P<0.05).The preoperative prediction model of MVI was established using the MVI independent risk factor scores.The area under the ROC curve was 0.793 (95% CI:0.723~ 0.862).The optimal cutoff value for the presence of MVI was 2.75 points,and the sensitivity was 0.72 and the specificity was 0.78.The MVI positive rates of patients with risk scores of 0 to 1.5,2.0 to 3.5,and 4.0 to 5.0 were 18.6%,42.9%,and 78.3%,respectively.Conclusion Age,tumor diameter,NLR,and PLR were independent factors influencing MVI in patients with HCC.The preoperative model based on the independent risk factor scores can be used to predict the presence of MVI in HCC patients.
3.Intravoxel incoherent motion DWI based on readout segmentation echo-planar sequence in diagnosis of simple rhinitis and chronic hypertrophic rhinitis
Zhian YANG ; Tao JIANG ; Jinfeng LIU ; Xiaohui WEN ; Yi ZHANG ; Xiaohong MIN ; Qinglei SHI ; Yuelei LYU ; Xiaoli DIAO ; Xue LI
Chinese Journal of Medical Imaging Technology 2017;33(12):1816-1820
Objective To investigate the value of dual-exponential model intravoxel incoherent motion (IVIM) DWI and conventional single-exponential DWI model based on readout segmentation echo-planar (RS-EP) sequence in differential diagnosis of simple rhinitis and chronic hypertrophic rhinitis.Methods Totally,20 patients confirmed by pathology were enrolled in this study and all of them underwent IVIM DWI and conventional DWI.The pure diffusion (D),pseudo-diffusion (D*),perfusion fraction (f) and conventional ADC maps were obtained respectively.The quantitative parameters of anterior,middle,posterior regions of inferior nasal concha mucosa were measured.Comparative statistical analysis was performed for comparing two groups and three regions.ROC analysis was conducted to assess the diagnostic performance.Results The ADC and D values in the simple rhinitis group were (1 938.84 ± 170.46) × 10-6 mm2/s,and (1 698.91 ±145.17) × 10-6 mm2/s.In chronic hypertrophic rhinitis group,the ADC value was (1 681.76± 132.21) × 10-6 mm2/s,and the D value was (1 439.39 ± 101.26)× 10-6 mm2/s.There were significant differences between the two groups (both P<0.05).No significant differences were found for D* and f values between two groups (both P>0.05).ADC values increased significantly from anterior region,middle region to posterior region (all P<0.05).No significant difference was found for D* value among three regions (P>0.05).ROC analysis demonstrated a higher area under the curve (AUC) for D value than ADC value (0.932±0.044 vs 0.896±0.058) with sensitivity,specificity,accuracy,positive and negative predictive values of 92.31%,93.75%,90.00%,93.75%,85.71%.Conclusion Based on RS-EP sequence,both IVIM DWI model and conventional single-exponential DWI model demonstrated great value in differential diagnosis of simple rhinitis and chronic hypertrophic rhinitis,and the IVIM-derived D value exhibited a higher diagnostic performance than the conventional ADC value.

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