Objective To explore value of peritumoral radiomics models for predicting lymphovascular invasion(LVI)of gastric adenocarcinoma based on portal-venous phase enhanced CT images.Methods Totally 351 patients with gastric adenocarcinoma were collected and randomly divided into training set(n=246)and test set(n=105)at a ratio of 7∶3.ROI of tumors were manually delineated on portal-venous phase enhanced CT images,then radiomics features of tumoral areas and peritumoral areas(1,3 and 5 mm expanded from lesions)were extracted,respectively.Clinical-CT,tumoral and peritumoral(1 mm,3 mm,5 mm)radiomics and comprehensive model nomograms were established,and their predictive performances for LVI were compared.Calibration curve was used to evaluate the consistency between the predicted and actual LVI of gastric adenocarcinoma,while decision curve analysis(DCA)was used to assess the net clinical benefit of each model.Results The area under the curve of clinical-CT,tumoral,peritumoral(1 mm,3 mm,5 mm)radiomics models and the comprehensive model for predicting LVI in training set was 0.741,0.732,0.713,0.728,0.708 and 0.755,respectively,which in test set was 0.748,0.725,0.759,0.724,0.704 and 0.764,respectively.The comprehensive model demonstrated the highest prediction efficiency,also good calibration and clinical practicability.Conclusion Portal-venous phase CT peritumoral radiomics models could be used to predict LVI of gastric adenocarcinoma.Combining with CT features,tumoral and optimal peritumoral radiomics features could further improve predictive efficiency.

Objective To explore value of peritumoral radiomics models for predicting lymphovascular invasion(LVI)of gastric adenocarcinoma based on portal-venous phase enhanced CT images.Methods Totally 351 patients with gastric adenocarcinoma were collected and randomly divided into training set(n=246)and test set(n=105)at a ratio of 7∶3.ROI of tumors were manually delineated on portal-venous phase enhanced CT images,then radiomics features of tumoral areas and peritumoral areas(1,3 and 5 mm expanded from lesions)were extracted,respectively.Clinical-CT,tumoral and peritumoral(1 mm,3 mm,5 mm)radiomics and comprehensive model nomograms were established,and their predictive performances for LVI were compared.Calibration curve was used to evaluate the consistency between the predicted and actual LVI of gastric adenocarcinoma,while decision curve analysis(DCA)was used to assess the net clinical benefit of each model.Results The area under the curve of clinical-CT,tumoral,peritumoral(1 mm,3 mm,5 mm)radiomics models and the comprehensive model for predicting LVI in training set was 0.741,0.732,0.713,0.728,0.708 and 0.755,respectively,which in test set was 0.748,0.725,0.759,0.724,0.704 and 0.764,respectively.The comprehensive model demonstrated the highest prediction efficiency,also good calibration and clinical practicability.Conclusion Portal-venous phase CT peritumoral radiomics models could be used to predict LVI of gastric adenocarcinoma.Combining with CT features,tumoral and optimal peritumoral radiomics features could further improve predictive efficiency.

Objective To investigate the effect of depression symptoms on surgical outcome of posterior decompression among cervical spondylotic myelopathy (CSM) patients. Methods Between October 2006 and October 2011 in our hospital, lami?nectomy or laminoplasty was performed in 396 cases that were enrolled in the study. There were 132 males and 264 females with an average age of 60.2 years(ranged,39-84 years). All patients were divided into depression group and non?depressed group by the 21?item Beck Depression Inventory (BDI). There were no statistically significant differences between groups in age, sex, smok?ing status, duration of symptoms, and employment status (whether in the current working). The Japanese Orthopedic Association (JOA) scores, Neck disability index (NDI) and visual analogue scale (VAS) were compared after 1.5 months postoperatively. Re?sults All of 396 cases were followed up. The mean follow up duration was 32 months (range,24-50 months). There were no statistically significant differences in the CCI decline (7.1%±2.1% versus 6.8%±1.5%), expansion degree[(130.9±7.0) mm2 versus (150.8 ± 5.2) mm2] and the drift?back distance of the spinal cord [(5.7 ± 1.2) mm versus (6.2 ± 0.8) mm]. However, pa?tients with continuous depression showed poorer improvement than non?depressed patients in the surgery outcome: JOA im?proved (1.42±0.56 versus 6.76±3.12); NDI declined (7.31±2.18 versus 21.11±11.36); and VAS lightened (16.08±19.76 versus 23.85±20.79). Conclusion Depression contributed a dissatisfied surgery outcome after posterior decompression on functional re?covery, disability index and pain scores among patients of the cervical spondylotic myelopathy.