Objective:To investigate the effects of tetrabromobisphenol A (TBBPA) on ionizing radiation (IR)-induced liver toxicity based on a zebrafish model and provide a scientific basis for assessing microplastic-radiation exposure hazards to the survival and health of aquatic organisms and humans.Methods:Healthy adult zebrafish aged 4-6 months were grouped (20 fish each group, sex in half) by random number table method in three different ways. The TBBPA exposure concentration screening experiment was divided into 4 groups: control group and TBBPA (3, 30 and 300 μg/L) treatment groups. The experiment of effects of double exposure on liver function was divided into 5 groups: control group, IR (10, 20 or 30 Gy) groups and IR+ TBBPA (60, 300 and 1 500 μg/L) treatment groups. The experiment of effects of TBBPA on hepatic radiation toxicity was divided into 3 groups: control group, IR (20 Gy) group, and IR+ TBBPA (300 μg/L) group. The changes in liver function indexes, oxidative stress markers, pro-inflammatory cytokines, and liver cell apoptosis were monitored, differential metabolic pathways and metabolites were identified upon untargeted metabolomics assays, and inter-group data were compared by One-way ANOVA test.Results:The activities of ALT and AST in zebrafish liver increased in a dose-dependent manner after exposure to TBBPA, and the differences between 300 μg/L TBBPA group and control group were statistically significant ( t=-2.22, -3.20, P<0.05). IR at a dose of 20 Gy or above induced a significant decline of liver function, and at this radiation dose, combined exposure to 300 μg/L or above TBBPA intensified the liver toxicity (compared with the control group, t=-8.18 to -4.63, P<0.05, compared with IR group, t=-5.22 to -0.30, P < 0.05). Compared with the control group, the activities of ALT and AST, levels of ROS, MDA and SOD, mRNA and protein expression levels of TNF-α, IL-1β, Cox-2, Caspase-8 and Caspase-9, and cell apoptosis in zebrafish livers of IR and IR+ TBBPA groups increased gradually (compared with the control group, t=-12.29 to -2.88, P<0.05, compared with IR group, t=-4.40 to -2.31, P<0.05). The differences in the content of D-gluconic acid, p-cresol and other metabolites in liver tissues were more and more significant among the three groups, involving multiple KEGG pathways such as biosynthesis, degradation and metabolism. Conclusions:Exposure to 300 μg/L TBBPA can aggravate IR-induced liver toxicity of zebrafish, which involves the mechanism that further elevates the levels of oxidative stress, inflammation, and apoptosis, as well as radiation-induced liver metabolic disorders.

Objective:To evaluate the value of radiomics based on contrast-enhanced spectral mammography (CESM) of internal and peripheral regions combined with clinical factors in predicting benign and malignant breast lesions of breast imaging reporting and data system category 4 (BI-RADS 4).Methods:A retrospective analysis was performed on the clinical and imaging data of patients with breast lesions who were treated in Yantai Yuhuangding Hospital (Center 1) Affiliated to Qingdao University from July 2017 to July 2020 and in Fudan University Cancer Hospital (Center 2) from June 2019 to July 2020. Center 1 included 835 patients, all female, aged 17-80 (49±12) years, divided into training set (667 cases) and test set (168 cases) according to the "train-test-split" function in Python software at a ratio of 8∶2; and 49 patients were included from Center 2 as external validation set, all female, aged 34-70 (51±8) years. The radiomics features were extracted from the intralesional region (ITR), the perilesional regions of 5, 10 mm (PTR 5 mm, PTR10 mm) and the intra-and perilesional regions of 5, 10 mm (IPTR 5 mm, IPTR 10 mm) and were selected by variance filtering, SelectKBest algorithm, and least absolute shrinkage and selection operator. Then five radiomics signatures were constructed including ITR signature, PTR 5 mm signature, PTR 10 mm signature, IPTR 5 mm signature, IPTR 10 mm signature. In the training set, univariable and multivariable logistic regressions were used to construct nomograms by selecting radiomics signatures and clinical factors with significant difference between benign and malignant BI-RADS type 4 breast lesions. The efficacy of nomogram in predicting benign and malignant BI-RADS 4 breast lesions was evaluated by the receiver operating characteristic curve and area under the curve (AUC). Decision curve and calibration curve were used to evaluate the net benefit and calibration capability of the nomogram.Results:The nomogram included ITR signature, PTR 5 mm signature, PTR 10 mm signature, IPTR 5 mm signature, age, and BI-RADS category 4 subclassification for differentiating malignant and benign BI-RADS category 4 breast lesions and obtained AUCs of 0.94, 0.92, and 0.95 in the training set, test set, and external validation set, respectively. The calibration curve showed good agreement between the predicted probabilities and actual results and the decision curve indicated a good net benefit of the nomogram for predicting malignant BI-RADS 4 lesions in the training set, test set, and external validation set.Conclusion:The nomogram constructed from the radiomics features of the internal and surrounding regions of CESM breast lesions combined with clinical factors is attributed to differentiate benign from malignant BI-RADS category 4 breast lesions.

Objective:To combine automatic image segmentation technology and machine learning methods to accurately classify and recognize mammography images.Methods:Taking mammography images with clustered pleomorphic calcification as the research object, which were in BI-RADS4 class from the Digital Mammogram Database (DDSM). The region of interest (ROI) of the images was automatically segmented. The characteristic features extracted by wavelet transform, Gabor filter and gray level co-occurrence matrix method were fused. The fused feature parameters were screened based on sensitivity analysis. Using ensemble learning method, the polynomial kernel SVM, random forest and logistic regression classifiers were integrated to form a classifier for automatic classification of mammography images. The ensemble learning method was soft voting integration.Results:The proposed ensemble classifier can efficiently recognize and classify mammography images, and its classification sensitivity, specificity and accuracy on the training set were 99.1%, 99.6% and 99.3%, respectively.Conclusions:The proposed mammography image processing, classification and recognition method can provide assistant detection basis for doctors' clinical judgment, and provide a technical basis for subdividing BI-RADS4 class images.

Objective: To investigate the regulatory effect of miR-29c on the trans-differentiation of pulmonary fibroblasts into myofibroblasts induced by silica dust. Methods: Fibroblasts obtained from SD rat lung tissue and pulmonary macrophages (NR8383) were co-cultured to establish the silicosis cell model in vitro. And real time-quantitative polymerase chain reaction (RT-qPCR) and Western Blot assays were performed to detect the altered expression level of miR-29c and α-smooth muscle actin (α-SMA) . After that, the in vitro cell model was transfected with corresponding viruses to establish miR-29c overexpression and inhibition cell models, and the mRNA and protein expression levels of α-SMA were detected simultaneously. Results: Compared with control group, the expression level of miR-29c in the silicosis cell model in vitro was down-regulated significantly after 12 or 18 h exposed to SiO₂, and both of the mRNA and protein expression levels of α-SMA were up-regulated instead (P<0.05) . When transfected with corresponding viruses, the mRNA and protein expression levels of α-SMA in the pulmonary fibroblasts were significantly up-regulated in miR-29c inhibition group and down-regulated in miR-29c overexpression group (P<0.05) . Conclusion Based on the findings, it could be safely infered that the development of pulmonary fibrosis could be impeded by inhibiting transdifferentiation process of pulmonary fibroblasts into myofibroblasts regulated by miR-29c, miR-29c could be an potential therapeutic target to lung fibrosis induced by silica.

OBJECTIVE: To investigate the value of diffusion-weighted magnetic resonance imaging (DW-MRI) as a noninvasive tool to assess salivary gland function for follow-up of patients with radiation-induced xerostomia. MATERIALS AND METHODS: This study included 23 patients with nasopharyngeal carcinoma who had been treated with parotid-sparing radiotherapy (RT). Salivary function was assessed by DW-MRI pre-treatment and one week and one year post-RT, respectively. The maximum apparent diffusion coefficient (ADC) of parotid glands (pADCmax) and the time to peak ADC of parotid glands (pTmax) during stimulation were obtained. Multivariate analysis was used to analyze factors correlated with the severity of radiation-induced xerostomia. RESULTS: The ADCs of parotid and submandibular glands (1.26 ± 0.10 × 10−3 mm2/s and 1.32 ± 0.07 × 10−3 mm2/s pre-RT, respectively) both showed an increase in all patients at one week post-RT (1.75 ± 0.16 × 10−3 mm2/s, p < 0.001 and 1.70 ± 0.16 × 10−3 mm2/s, p < 0.001, respectively), followed by a decrease in parotid glands at one year post-RT(1.57 ± 0.15 × 10−3 mm2/s, p < 0.001) but not in submandibular glands (1.69 ± 0.18 × 10−3 mm2/s, p = 0.581). An improvement in xerostomia was found in 13 patients at one year post-RT. Multivariate analysis revealed 4 significant predictors for the improvement of xerostomia, including dose to parotid glands (p = 0.009, odds ratio [OR] = 0.639), the ADC of submandibular glands (p = 0.013, OR = 3.295), pADCmax (p = 0.024, OR = 0.474), and pTmax (p = 0.017, OR = 0.729) at one week post-RT. CONCLUSION: The ADC value is a sensitive indicator for salivary gland dysfunction. DW-MRI is potentially useful for noninvasively predicting the severity of radiation-induced xerostomia.
Diffusion ; Follow-Up Studies* ; Head and Neck Neoplasms ; Humans ; Magnetic Resonance Imaging* ; Multivariate Analysis ; Odds Ratio ; Parotid Gland ; Radiotherapy ; Salivary Glands* ; Submandibular Gland ; Xerostomia*

Objective: To evaluate occupational stress and perceptions of the work experience among the nurses, and to analyze the effects of recovery experiences on the adjustment of the relationship of stress and perceptions of the work experience. Methods: A questionnaire survey was conducted among nurses from 7 third hospitals in a city through sampling. A self-designed questionnaire, "Job Content Questionnaire (JCQ) " , "Recovery Experience Questionnaire (REQ-C) " and "Quality of working life (QWL7-32) " were completed by the subjects. Establishment of recovery experience types by sample cluster analysis, combined with regression analysis in the regulation of perceptions of the work experience of recovery experiences’types. Results: There have differences instatus and score of perceptions of the work experience among nurses with different tension level (P<0.05) . The Perceptions of Work Experience scores of nurses with different types of recovery experience are different with the tension level, and the type of recovery experience has an independent moderating effect on the relationship between tension and perceptions of work experience. Conclusion The moderating effects of different types of recovery experiences on perceptions of work experience are different.

Objective: To assess psychological acceptance and occupational stress of medical staff, analyze the relationship among personality, psychological acceptance and occupational stress and discuss the direct or indirect effects of personality to occupational stress. Methods: Eysenck Personality Questionnaire (EPQ-RSC) , Acceptance and Action Questionnaire-II (AAQ-Ⅱ) and Revised Occupational Stress Inventory (OSI-R) were administered to 749 medical staff. Results: The level of occupational stress of medical staff was high, the score of PSY was 26.8±7.13 and the score of PHS was 24.3±6.50. Personality and psychological acceptance can predict occupational stress. Psychological acceptance was a protective factor of occupational stress. Medical staff with personality of introversion, neuroticism and psychoticism suffered higher occupational stress. Personality have both direct and indirect effects on occupational stress. Neuroticism have the strongest effect on occupational stress with effect size of 0.496 (psychological stress) and 0.431 (physical strain) . Conclusion Medical staff have heavier occupational stress. There is a significant correlation between personality and occupational stress. Measures depending on personality should be taken to deal with this situation.

Objective To assess the value of contrast enhanced mammography (CESM) in the detection of breast cancer. Methods A total of 145 patients who were suspected of breast abnormalities by clinical examination or ultrasound were prospectively collected. All patients underwent bilateral breast CESM and MRI examinations. Breast CESM and MRI examination were completed in the same week. The pathological specimens were analyzed and the maximum diameters of pathological lesions were measured. The lesions were observed on low energy(LE), CESM and MRI images, and then the maximum diameters of lesions on the above images were measured. Using pathology results as the gold standard, the diagnostic efficacy of LE, CESM and MRI were analyzed by ROC curve, and Z test was used to compare the areas under the ROC curves among different imaging methods. Bland-Altman method was used to analyze the consistency of the maximum diameters of the lesions obtained with different imaging methods. Results One hundred and fifty three lesions were found in 145 patients, in which 36 were benign and 117 were malignant. The LE, CESM and MRI showed 140, 151 and 149 lesions respectively, and the qualitative diagnostic errors were 25, 8 and 11, respectively. The areas under ROC curves of LE, CESM and MRI were 0.87, 0.96 and 0.97 respectively. There was significant difference of the area under ROC curve between CESM and LE, so did the MRI and LE (P<0.05), but there was not significant difference between CESM and MRI (P=0.51). The sensitivity, specificity and accuracy in the diagnosis of malignant breast lesions were 88.98%, 65.71% and 83.66% for LE, while they were 95.80%, 91.18% and 94.77% for CESM, 94.17%, 87.88%and 92.81%for MRI. The average difference of diameters between LE, CESM, MRI and pathologic size was-1.7, 1.1 and 0.3 mm, respectively, with 95%consistency interval range of-18.6 to 15.1,-9.8 to 12.1,-10.6 to 11.2 mm, respectively. There was best consistency between the pathological size and the size on MRI. Conclusion CESM can significantly improve the diagnostic efficacy of breast lesions, which is comparable with MRI.

Objective: To evaluate the current status of job burnout and qual ity of work life (QWL) in workers for offshore oil platforms, and to analyze the relationship of job stress with job burnout and QWL and the direct and indirect effects of job stress on QWL. Methods: Cluster random sampling was used to select 382 work-ers for 8 oil platforms of China National Offshore Oil Corporation in October 2015. A self-designed questionnaire was used to collect the individual characteristics of subjects. The Quality of Work Life Scale (QWL7-32) , Occupa-tional Stress Inventory-Revised Edition (OSI-R) , and Maslach Burnout Inventory-General Survey (MBI-GS) were used to investigate the QWL, job stress, and job burnout of subjects. Results: Among all the workers for offshore oil platforms, 87.2% had mild job burnout. The total QWL score was 116.01 ± 16.73; 8.3% of the workers had poor QWL, and 68.5% had moderate QWL. QWL was reduced with heavier task, vaguer task, and increasing mental stress and physical stress (P<0.05) , and increased with more social support (P<0.05) . Job stress had di-rect and indirect effects on QWL; stress reaction had the most effect on QWL (total effect size -0.509) , followed by social support (total effect size 0.444) . Conclusion Most workers for offshore oil platforms have mild job burn-out and moderate QWL. Job stress is associated with job burnout and QWL, and stress reaction and social support have relatively high influence on QWL.

Objective: To examine the relationship between recovery experience, occupational stress, and physiological health of nurses in a municipal grade A tertiary hospital. Methods: A total of 296 in-service nurses from 7 municipal grade A tertiary hospitals were selected from October 2015 to February 2016. Individual characteristics of the subjects were collected using a self-made questionnaire. The recovery experience, occupational stress, and physiological health of the subjects were assessed based on the physiological health dimensions in the Chinese version of Recovery Experience Questionnaire (REQ-C) , Job Content Questionnaire (JCQ) , and Quality of Work Life (QWL7-32) . Results: The mean recovery experience score of nurses from the municipal grade A tertiary hospital was 45.04±7.72, and 51.35% of the nurses had satisfactory recovery experience. Occupational stress was identified in 81.76% of the nurses. Based on the four categories of occupational stress, 65 nurses were identified with high-strain jobs (21.95%) , 56 with relaxed (low-strain) jobs (18.92%) , 49 with passive jobs (16.55%) , and 126 with active jobs (42.57%) . In addition, the mean physiological health score of the nurses was 21.20±4.24. Physiological health was negatively correlated with occupational stress (r=-0.173, P<0.05) , but positively correlated with recovery experience (r=0.198, P<0.01) . Recovery experience was negatively correlated with occupational stress (r=-0.116, P<0.05) . Job demand was the major contributor to occupational stress, where subjects with high-demand active jobs had the poorest recovery experience (F=2.610, P<0.05) and physiological health (F=8.166, P<0.01) . Conclusion Job demand has a great impact on the occupational stress of nurses, where increased job demand can lead to stronger stress response, reduced recovery experience, and poorer physiological health.