Toxicological responses of A549 and HCE-T cells exposed to fine particulate matter at the air-liquid interface.

Fine particulate matter (PM2.5) can enter the human body in various ways and have adverse effects on human health. Human lungs and eyes are exposed to the air for a long time and are the first to be exposed to PM2.5. The "liquid immersion exposure method" has some limitations that prevent it from fully reflecting the toxic effects of particulate matter on the human body. In this study, the collected PM2.5 samples were chemically analyzed. An air-liquid interface (ALI) model with a high correlation to the in vivo environment was established based on human lung epithelial cells (A549) and immortalized human corneal epithelial cells (HCE-T). The VITROCELL Cloud 12 system was used to distribute PM2.5 on the cells evenly. After exposure for 6 h and 24 h, cell viability, apoptosis rate, reactive oxygen species (ROS) level, expression of inflammatory factors, and deoxyribonucleic acid (DNA) damage were measured. The results demonstrated significant dose- and time-dependent effects of PM2.5 on cell viability, cell apoptosis, ROS generation, and DNA damage at the ALI, while the inflammatory factors showed dose-dependent effects only. It should be noted that even short exposure to low doses of PM2.5 can cause cell DNA double-strand breaks and increased expression of γ-H2AX, indicating significant genotoxicity of PM2.5. Increased abundance of ROS in cells plays a crucial role in the cytotoxicity induced by PM2.5 exposure These findings emphasize the significant cellular damage and genotoxicity that may result from short-term exposure to low levels of PM2.5.

Machine learning-based diagnostic evaluation of shear-wave elastography in BI-RADS category 4 breast cancer screening: a multicenter, retrospective study.

BACKGROUND: Ultrasound is commonly used in breast cancer screening but lacks quantification ability and diagnostic power due to its low specificity, which can lead to overdiagnosis and unnecessary biopsies. This study evaluated the diagnostic efficacy and clinical utility of adding shear-wave elastography (SWE) to the screening of the Breast Imaging Reporting and Data System (BI-RADS) category 4 breast cancer. METHODS: A machine learning-based diagnostic model was constructed using data retrospectively collected from 3 independent cohorts with features selected using lasso regression and support vector machine-recursive feature elimination algorithms. Propensity score matching (PSM) was used to preclude confounding baseline characteristics between malignant and benign lesions. A decision curve analysis (DCA) was used to evaluate the clinical benefit of the diagnostic model in identifying high-risk tumor patients for intervention while simultaneously avoiding overtreatment of low-risk patients with integrative evaluation using a net benefit value and treatment reduction rate. RESULTS: In our training center, a total of 122 patients were enrolled, and 577 breast tumors were collected. The comparison between malignant and benign lesions revealed significant differences in patient age, tumor size, resistance index (RI), and elasticity values. The maximum elasticity value (Emax) was identified as an independent diagnostic feature and was included in the diagnostic model. The combination of Emax with BI-RADS category 4 demonstrated a significantly better diagnostic efficacy than the BI-RADS category alone [BI-RADS+Emax: AUC =0.908, 95% confidence interval (CI): 0.842-0.974; BI-RADS: AUC =0.862, 95% CI: 0.784-0.94; P=0.024] and significantly increased the clinical benefit for patients and policy makers by effectively reducing overdiagnosis and biopsy rates. In the BI-RADS category 4A subgroup, adding Emax to breast cancer screening benefited patients and showed a greater absolute benefit than did the BI-RADS category alone when used for patients with a higher probability of cancer (>0.403), demonstrating a 50% overtreatment reduction. CONCLUSIONS: Adding Emax to BI-RADS category 4 breast cancer screening using SWE significantly reduced overdiagnosis and biopsy rates compared with the BI-RADS category alone, especially for BI-RADS 4A patients.

[Value of quantitative CT in vertebroplasty for osteoporotic fracture combined with scoliosis].

OBJECTIVE: To investigate the value of lumbar quantitative CT (QCT) in vertebroplasty for osteoporotic fracture combined with scoliosis. METHODS: The clinical data of 60 patients with osteoporotic fractures combined with different degrees of scoliosis treated by vertebroplasty from December 2017 to December 2019 were retrospectively analyzed. There were 18 males and 42 females, aged from 65 to 81 (72.63±3.34)years old. All patients were received QCT examination before surgery. According to the QCT value, the patients were divided into osteopenia group(QCT>80 g/L, 10 cases, 12 vertebrae), osteoporosis group(QCT 40-80 g/L, 35 cases, 48 vertebrae) and severe osteoporosis group(QCT<40 g/L, 15 cases, 22 vertebrae). The dispersion and leakage of bone cement in the injured vertebrae of patients with different degrees of QCT value were observed, and the QCT value in the selection of puncture point, correction of Cobb angle and recovery of vertebral height were analyzed in the patients. RESULTS: Among 60 cases of 82 vertebrae, 41 cases of 55 vertebrae were punctured by concave unilateral puncture, according for 67.07%. Among them, there were 2 cases with 2 vertebrae in osteopenia group, 26 cases with 35 vertebrae in osteoporosis group, and 13 cases with 18 vertebrae in severe osteoporosis group. There was significant difference in the number of cases with unilateral or bilateral puncture among the three groups (χ2=13.699, P=0.001); there was no significant difference in the number of cases with bone cement leakage among the three groups (χ2=1.403, P=0.496). The Cobb angle of scoliosis was significantly differentbetween preoperative and postoperative follow-up(P<0.05);the height of injured vertebral body was significantly different between preoperative and postoperative follow-up (P<0.05). CONCLUSION: For patients with osteoporotic fracture combined with scoliosis undergoing vertebroplasty, the severity of osteoporosis should be determined according to lumbar QCT detection, and the concave side of scoliosis should be selected for puncture, which is conducive to improving scoliosis, restoring spinal stability and improving surgical safety.