Objective:To investigate the value of Breast Ultrasound Report and Data System (BI-RADS) classification in diagnosis of special types of breast cancer.Methods:A total of 112 patients with special type of breast cancer (112 breast lesions) confirmed by pathology were analyzed by using BI-RADS ultrasound category in the Second Affiliated Hospital, Zhejiang University School of Medicine from August 2009 to August 2020. All patients underwent ultrasound before surgery. The breast lesions were evaluated by senior attending and junior resident according to BI-RADS ultrasound category respectively. Taking histopathological result as the gold standard, the sensitivity and accuracy of BI-RADS classification in the diagnosis of special types of breast cancer were calculated.The differences between different special types of breast cancer in terms of ultrasound characteristics and pathological features were analyzed. Kappa consistency test was used to evaluated the consistency of the results of two physicians.Results:In the 112 patients, pathological results showed that there were 20 cases of metaplastic carcinoma, 19 cases of invasive carcinoma with medullary features, 16 cases of differentiated carcinoma of apocrine gland, 12 cases of mucinous carcinoma, 12 cases of invasive micropapillary carcinoma, 10 cases of invasive papillary carcinoma, 6 cases of invasive lobular carcinoma and 17 cases of other special types of carcinoma. Among them, 4 cases (3.5%) were BI-RADS 3, 13 cases (11.6%) were BI-RADS 4a, 42 cases (37.5%) were BI-RADS 4b, 47 cases (42.0%) were BI-RADS 4c and 6 cases (5.4%) were BI-RADS 5. The accuracy and sensitivity of BI-RADS classification in diagnosis of special types of breast cancer was 96.43% and 96.43%, respectively. There was significant difference in BI-RADS grade among different special types of breast cancer ( P<0.05). Most lesions were characterized by hypoechoic with irregular shape and angular or microlobulated margin. The nodule size, boundary, echo and posterior echo in breast cancer with different special types showed significant differences (all P<0.05). There was a good consistency between the two physicians (Kappa=0.789). Conclusions:The ultrasonography features of different special types of breast cancer are different. BI-RADS classification has great value in diagnosis of special types of breast cancer.

Objective:To evaluate the value of ultrasound imaging in cervical lymphoma by constructing a prediction model of cervical lymphoma based on gray-scale ultrasonography radiomics.Methods:Retrospective analysis of ultrasonic sonographic data of 294 patients with cervical lymphadenopathy from June 2016 to June 2020 in the Affiliated Hangzhou Chest Hospital of Zhejiang University School of Medicine. The image features were extracted by imaging method, and the computer-generated random numbers were assigned to the training queue and the verification queue according to 7∶3 ratio. The minimum absolute contraction and selection algorithm (LASSO) were used to screen the optimal features, and support vector machine (SVM) was used to construct the imaging prediction model. The area under the ROC curve (AUC) was calculated to evaluate the performance of the prediction model.Results:Of the 294 cervical lymph nodes, 95 were lymphoma (32 Hodgkin′s lymphoma, 63 Non-Hodgkin′s lymphoma ), 199 cases were other lymph node diseases(34 metastatic lymph nodes, 67 lymph node tuberculosis, 98 reactive proliferative lymph nodes). A total of 107 features were extracted from gray scale ultrasound images, and after pretreatment and screening, 5 features were significantly associated with lymphoma. AUC, sensitivity, specificity and accuracy in the training and validation cohorts were 0.835, 85.1%, 85.7%, 85.5%, 0.793, 82.1%, 83.1%, 82.8%, respectively. The AUC, sensitivity, specificity and accuracy for a senior ultrasund doctor were 0.714, 65.3%, 79.9%, 75.2% in the idagnosis of cervical lymphoma.The diagnostic efficacy of the imaging prediction model was better than that of senior ultrasound doctor (AUC: 0.793 vs 0.714, Z=0.434), and the difference was statistically significant ( P<0.05). Conclusions:The imaging features based on gray scale ultrasound can provide more information on the diagnosis of lymphoma, and have good efficacy in the diagnosis of cervical lymphoma. Its diagnostic efficacy is better than that of the senior ultrasound attending physician.

Objective:To evaluate the relationships among contrast-enhanced ultrasound (CEUS) features, molecular type, and biomarker expression of breast cancer.Methods:A retrospectively analysis of breast cancer patients confirmed by pathology were performed using Breast Imaging Report And Data System (BI-RADS) ultrasound category lesions in the Second Affiliated Hospital Zhejiang University School of Medicine from May 2020 to April 2021. All patients underwent conventional ultrasound and CEUS before biopsy and/or surgery. The relationships among BI-RADS category, quantitative and qualitative CEUS features and biomarker expression of breast cancer were evaluated.Results:All 149 patients with 149 breast lesions were included. The numbers of BI-RADS category 4A, 4B, 4C, and 5 were 8, 60, 49, and 32, respectively. Among them, the numbers of Luminal A like, Luminal B like (human epidermal growth factor receptor-2 (HER-2) positive), Luminal B like (HER-2 negative), HER-2 overexpression and triple negative type were 81, 29, 17, 15, and 7. No significant correlations were found among BI-RADS category, molecular types, and biomarker estrogen receptor (ER), progesterone receptor (PR), HER-2, and antigen Ki-67 (Ki-67) expression (all P>0.05). There were no correlations between quantitative or qualitative CEUS features and molecular types of breast cancer (all P>0.05). There were no correlations between qualitative CEUS variables and ER, PR, HER-2, and Ki-67 expression (all P>0.05). Ascending slope (AS) were negatively correlated with ER and PR expression( r=-0.40, P=0.01; r=-0.35, P=0.03). Descending slope (DS) were positively correlated with ER and PR expression( r=0.42, P=0.01; r=0.36, P=0.03). Arrive time (AT) were positively correlated with HER-2 expression( r=0.37, P=0.02). Conclusions:AS and DS are correlated with ER and PR expression.Arrive time (AT) is correlated with HER-2 expression. The quantitative variables of CEUS are helpful for evaluation of biomarker expression in breast cancer.

Objective:To assess the interobserver and inter-modalities agreement with two non-invasive diagnostic modalities of hepatocellular carcinoma in high-risk patients: contrast-enhanced ultrasound liver imaging reporting and data system (CEUS LI-RADS) and magnetic resonance imaging liver imaging reporting and data system (MRI LI-RADS).Methods:From August 2017 to August 2019, the CEUS and MRI data of patients at high risk for HCC from the Second Affiliated Hospital of Zhejiang University School of Medicine were analyzed retrospectively. A total of 217 lesions in 173 patients were classified according to CEUS LI-RADS v. 2017 or MRI LI-RADS v. 2018, by 4 blinded independent observers with more than 10 years of experience of CEUS or MRI. Interobserver and inter-modalities agreement was assessed with Cohen′s kappa.Results:The interobserver agreement was moderate and comparable for CEUS/MRI LI-RADS category (κ=0.606/0.603), the inter-modalities agreement was moderate for CEUS and MRI LI-RADS category (κ=0.564), LI-RADS 3, M, 4 and 5 by two imaging methods showed that the Kappa values were 0.739, 0.551, 0.734 and 0.592, respectively.Conclusions:The total inter-modalities agreement between CEUS and MRI LI-RADS categories is moderate, while the agreements of LI-RADS 3, 4 are strong, and LI-RADS M, 5 are moderate.

Objective To evaluate the diagnostic efficacies of contrast-enhanced ultrasound(CEUS) combined with BRAF V600E mutation detection in ultrasound-guided fine-needle aspiration cytology of thyroid nodules with atypia of undetermined significance . Methods A total of 129 thyroid nodules underwent the examinations of CEUS and BRAF V600E mutation were analyzed retrospectively . With surgical pathology as the gold standard ,ROC curve was used to investigate the diagnostic values of CEUS , BRAF V600E and the combination of the two methods . Results The sensitivity ,specificity and accuracy of CEUS and BRAF V600E gene detection for thyroid nodules with atypia of undetermined significance diagnosed by ultrasound-guided fine-needle aspiration biopsy were 86 .7％ ,83 .3％ ,85 .3％ and 72 .0％ , 100％ ,83 .7％ ,respectively . The sensitivity and accuracy of CEUS were higher than those of BRAF V 600E gene detection ( all P < 0 .001 ) ,however its specificity was lower than BRAF V 600E with statistically significance( P < 0 .001) ,those of the combined test of CEUS and BRAF V600E mutation analysis were 94 .7％ ,83 .3％ ,89 .9％ ,respectively . The combination of two methods had the highest diagnostic efficacy , with statistically difference ( P <0 .001) ,and the area under the ROC curve ( AUC) was higher than that for each test(0 .951 vs 0 .860 vs 0 .901) . Conclusions The combined test of CEUS and BRAF V600E mutation has a higher diagnostic efficacy for cytologically indeterminate thyroid nodules compared with CEUS or BRAF V600E mutation alone .

Objective To explore the safety and clinical value of percutaneous ultrasound‐guided core needle biopsy( PUS‐CNB) and endoscopic ultrasound‐guided fine needle aspiration( EUS‐FNA ) in pancreas mass . Methods Ultrasound‐guided biopsy were performed in 109 cases who were difficult to diagnose to get specimens from the highly suspicious parts of the lesions by avoiding vessels . PUS‐CNB were performed in 82 cases , EUS‐FNA in 19 cases and both in 8 cases . T he site and size of lesions were recorded preopeartion . Specimens with clear pathological diagnosis were considered as satisfactory materials . Specimens that were impossible to puncture due to the existence of high risk factors in the process of puncture were considered as unsuccessful biopsy . All patients were followed up after biopsy and complications were recorded . Results The satisfaction rate and success rate of PUS‐CNB were 98 .89% and 100% ,the diagnostic accuracy and false negative rate were 97 .78% and 2 .22% . T he satisfaction rate and success rate of EUS‐FNA were 96 .15% and 96 .30% ,the diagnostic accuracy and false negative rate were 80 .77% and 23 .81% . T here were no serious complications such as pancreatic fistula ,hemorrhage and needle transfer at the needle site after puncture . Conclusions Both PUS‐CNB and EUS‐FNA are safe and effective methods for the diagnosis of benign and malignant pancreatic lesions and have high clinical values . Reasonable selection of EUS‐FNA and PUS‐CNB can safely and reliably identify and diffentiate the benign and malignant pancreatic lesions .

Objective: To explore the safety and clinical value of percutaneous ultrasound-guided core needle biopsy(PUS-CNB) and endoscopic ultrasound-guided fine needle aspiration(EUS-FNA) in pancreas mass. Methods: Ultrasound-guided biopsy were performed in 109 cases who were difficult to diagnose to get specimens from the highly suspicious parts of the lesions by avoiding vessels. PUS-CNB were performed in 82 cases, EUS-FNA in 19 cases and both in 8 cases. The site and size of lesions were recorded preopeartion. Specimens with clear pathological diagnosis were considered as satisfactory materials. Specimens that were impossible to puncture due to the existence of high risk factors in the process of puncture were considered as unsuccessful biopsy. All patients were followed up after biopsy and complications were recorded. Results: The satisfaction rate and success rate of PUS-CNB were 98.89% and 100%, the diagnostic accuracy and false negative rate were 97.78% and 2.22%. The satisfaction rate and success rate of EUS-FNA were 96.15% and 96.30%, the diagnostic accuracy and false negative rate were 80.77% and 23.81%. There were no serious complications such as pancreatic fistula, hemorrhage and needle transfer at the needle site after puncture. Conclusions Both PUS-CNB and EUS-FNA are safe and effective methods for the diagnosis of benign and malignant pancreatic lesions and have high clinical values. Reasonable selection of EUS-FNA and PUS-CNB can safely and reliably identify and diffentiate the benign and malignant pancreatic lesions.

Objective To compare the accuracy of double contrast-enhanced ultrasound (DCEUS) and multi-detector row CT (MDCT) in determining the gross classification in patients with gastric carcinoma (GC) preoperatively.Methods 239 patients with GC proved by endoscopic biopsy were included.DCEUS (intravenous microbubbles combined with oral contrast-enhanced ultrasound) and MDCT were performed preoperatively.The diagnostic accuracy of DCEUS and MDCT in determining gross classification was calculated and compared.Results The overall accuracy of DCEUS in determining the gross appearance of GC was higher than that of MDCT (85％ vs.80％,P ＜ 0.05);there was no significant difference in accuracy between DCEUS and MDCT for Borrmann Ⅰ and Ⅳ classification of AGC (x2 =1.175,P =0.323 for type Ⅰ;x2 =2.171,P =0.141 for type Ⅳ);the accuracy of DCEUS for EGC,Borrmann Ⅱ and Ⅲ classification of GC was higher than that of MDCT (x2 =16.307,P =0.000 for EGC;x2 =39.950,P =0.000 for type Ⅱ;x2 =35.770,P =0.000 for type Ⅲ).Conclusion DCEUS is valuable in determining gross typing of gastric adenocarcinoma preoperatively.

Objective To assess the characterization and usefulness of contrast enhanced ultrasound (CEUS) to diagnose focal lesions of pancreas in comparison to contrast enhanced computed tomography (CECT).Methods 177 cases of focal solid lesions of the pancreas confirmed by pathology were collected.The enhanced patterns and diagnostic capability of CEUS were analyzed,and these results were compared with those of CECT.Results The diagnostic accuracies of ultrasound,CEUS and CECT were 61.6％ (109/177),89.3％ (158/177),and 92.1％ (163/177),respectively.There was no significant difference between the diagnostic accuracies of CEUS and CECT (P =0.071).The sensitivity,specificity,positive predictive value (PPV),negative predictive value (NPV),and accurate rate for CEUS were 90.9％,63.6％,73.8％,86.2％,82.5％ (the areas under the curve,AUC =0.820),and 89.8％,69.3％,76.7％,85.9％,84.7％ for CECT (AUC =0.847),respectively,when the hypo-enhanced was regarded as the cut value.No significant difference was found between these results from CEUS and CECT (P =0.071).Conclusions The diagnostic ability of CEUS in focal lesions of the pancreas is similar to that of CECT.

Objective To compare the efficacy,safety and cost between ultrasound-guided percutaneous microwave ablation and surgical resection in patients with papillary thyroid microcarcinoma.Methods A total of 89 patients highly suspected papillary thyroid microcarcinoma by cervical ultrasonography were proved by ultrasound guided fine-needle aspiration biopsy in The Second Affiliated Hospital of Zhejiang University School of Medicine from January 2014 to February 2017.Totally 49 patients underwent microwave ablation(microwave group)while 40 patients underwent surgical resection(surgical group).T test was used to compare operation time,hospitalization expenses and the hospitalization time between the microwave group and the surgical group.Chi-squared test was applied to compare complications rate between the two groups.T test was used to compare the level of thyroid-related hormone before and after operation in the two groups.Results In the microwave group,the operation time,the hospitalization expenses and the hospitalization time were less [(55.85±5.05)min vs(25.73±9.46)min,(25435.91±5763.35)CNY vs(11307.48±3884.62)CNY and(6.78±3.03)d vs(2.92±0.78)d].These differences were statistically significant(t=-18.985,-13.084 and-7.747,P＜0.001).No severe complications occurred in the two groups.The difference of complications rate between the two groups was not statistically significant [6.1%(3/49)vs 10.0%(4/40),χ 2=-0.452,P=0.779].The level of 3'-triiodothyronine(FT3)and 4'-triiodothyronine(FT4)were higher after the operation in the microwave group,but these differences were not statistically significant.The level of FT3 and FT4 were lower [(4.5±0.50)pmol/L vs(3.90±0.72)pmol/L,(13.94±2.41)pmol/L vs(12.69±2.88)pmol/L],while the level of TSH was higher [(3.66±6.29)mIU/L vs(10.12±15.61)mIU/L] after operation in the surgical group.These differences were statistically significant(t=6.214,P＜0.001; t=2.808,P=0.008; t=-3.035,P=0.004).Conclusions Ultrasound-guided percutaneous microwave ablation is characterized by minimal invasion,good cosmetic effect,low cost and definite curative effect.It offered a new choice for the patients who refuse to undergo surgical resection.