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Objective:To predict the Ki-67 expression grading in patients with mass breast cancer based on multimodal ultrasound features to aid clinical diagnosis and treatment.Methods:Ninety-three female patients (93 masses in total) with breast cancers confirmed by pathological examination were retrospectively included in the Second Affiliated Hospital of Harbin Medical University from September 2017 to September 2020. According to the immunohistochemical results, the patients were divided into Ki-67 high expression group (55 cases) and Ki-67 low expression group (38 cases). The qualitative and quantitative features from two-dimensional gray-scale ultrasound, color Doppler flow imaging (CDFI), shear wave elastography (SWE) and contrast-enhanced ultrasound (CEUS) images of all breast masses were retrospectively analyzed, differential features were analyzed based on logistic regression algorithm. ROC curves and Kappa test were used for the evaluation of diagnosis.Results:The univariate analysis revealed statistically significant differences between the two groups for conventional ultrasound features (size, shape, margins), SWE features (stiff rim sign, Eratio), and CEUS features (perfusion defect, IMAX) (all P<0.05). In the multiple logistic regression analysis, the margins, stiff rim sign, and perfusion defect were the independent factors for predicting the Ki-67 expression (all P<0.05). The performance of the predictive model was 0.882 (95%confidence interval of 0.798-0.940, P<0.05) with the sensitivity of 0.818 and specificity of 0.790. Conclusions:A preliminary analysis of the relationship between multi-modal ultrasound features and Ki-67 expression grading in mass breast cancers was performed based on logistic regression algorithm to provide more imaging information for clinical treatment and prognosis assessment.
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Objective:To construct a diagnostic model based on the multimodal ultrasound imaging, and to predict the axillary lymph node (ALN) status of breast cancer patients after neoadjuvant chemotherapy (NAC).Methods:A total of 204 female breast cancer patients with ALN metastasis who had undergone puncture biopsy of aspiration in the Second Affiliated Hospital and Harbin Medical University Cancer Hospital between July 2017 to May 2021 were included. According to the pathological results of ALN surgery after NAC, the cases were divided into pathologically complete response (pCR) group and non-pCR group. The ultrasound images, immunohistochemistry and blood routine index were collected and compared between the two groups, the indexes whose P<0.02 were selected. In terms of logistic regression algorithm, a predictive model for the pathological state of axillary lymph nodes in breast cancer patients was established after NAC, and ROC curve was plotted to evaluate the performance of the model. Results:The P values for comparison between the two groups of the breast tumor size, blood flow resistance index (RI), elasticity score, lymph hilum structure, maximum cortical thickness, blood flow distribution, blood flow RI, and immunohistochemical detection indicators including estrogen receptor(ER), progesterone receptor(PR), human epidermal growth factor 2(HER-2), Ki67 molecular expressions were <0.20 by t test, Mann-Whitney U test, and χ 2 test analysis; in the multiple logistic regression analysis, tumor size, lymphatic hilum structure, maximum cortical thickness, lymph node blood flow distribution and blood flow resistance index, PR and HER-2 molecular expressions were the independent factors predicting the pathological status of axillary lymph nodes in breast cancer patients after NAC ( P<0.05). The performance of the predictive model was 0.870 (95% confidence interval: 0.819-0.922, P<0.05), with sensitivity of 86.82% and specificity of 70.67%. Conclusions:The model for predicting the pathological state of ALN in breast cancer patients after NAC using multi-modal ultrasound characteristic and immunohistochemical indexes achieves good diagnostic performance providing more objective evidence for the formulation of clinical treatment plans and prognostic evaluation.
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Background Juvenile Graves ophthalmopathy has a low prevalence and few relevant studies.Analyzing and reviewing the clinical features and therapeutic effectiveness of juvenile Graves ophthalmopathy is helpful to its diagnosis and management.Objective This study was to evaluate the clinical characteristics of Graves ophthalmopathy and its management in children and adolescents.Methods The clinical data of 54 eyes from 29 patients with Graves ophthalmopathy who were diagnosed in Shanghai Changzheng Hospital from January 2007 to December 2012 were retrospectively analyzed.The ocular manifestations,thyroid function,CT or MRI testing results were collected,and the activity of Graves ophthalmopathy was scored based on the criteria of CAS.Artificial tears was topically administered in 44 eyes with CAS ≤ 2.In the eyes with CAS ≥ 3,corticosteroids drug was systemically used in 3 patients,and orbital decompression surgery and excision of Müller muscle were performed in 3 eyes of 2 patients respectively.The follow-up was carried out for 1.5-6 years.The treatment outcomes were evaluated according to the reduction of exophthalnos and the improvement of upper eyelid retraction.Results The patients were 5-18 years old with an average age of 12.9 years old.Out of 29 Graves ophthalmopathy patients,5 males and 24 females were included.The initial clinical manifestations were proptosis,eyelid retraction and swelling,and accompanied by conjunctival congestion and hypophasis.The best corrected visual acuity (BCVA) was ≥ 0.8 in all the eyes.CAS scores wcre 0-2 in 48 eyes of 26 patients and ≥ 3 (active Graves ophthalmopathy) in 6 eyes of 3 patients.The increase of orbital adipose volume was exhibited in all the eyes and the enlargement of extraocular muscle was revealed in parts of eyes by CT/MRI.Laboratory examination showed normal thyroid function in 12 patients (41.4％),hyperthyreosis in 15 patients (51.7％) and hypothyroidism in 2 patients (6.9％).The ocular symptom was improved in 20 eyes of 11 patients (37.9％),stabilized in 29 eyes of 16 patients (55.2％) and worsen in4 eyes of 2 patients (6.9％) in following-up duration.Conclusions Graves ophthalmopathy occurs much more in female than in male.The clinical manifestations are mild,with low activity and good prognosis in children and adolescents Graves ophthalmopathy.