Objective To evaluate the effectiveness of thermal tomography in breast cancer (BC) screening. Methods We conducted a general population-based BC screening in three regions of Hubei Province (Xiantao, Hongan, and Yangxin Districts). Participants underwent a questionnaire-based interview for baseline data collection. They then received a physical examination, thermal tomography, and ultrasound from doctors and technicians. We compared the efficacies, including sensitivity, specificity, and false-positive rates, of ultrasound and thermal tomography in BC screening. Results A total of 59 712 eligible women were included in this screening program. The BI-RADS 1, 2, 3, 4, and 5 accordance rates between the two screening methods were 0.9549, 0.8047, 0.9037, 0.3352, and 0, respectively. The overall accordance rate was 0.933 1. The kappa consistency results showed that the Cicchetti-Allison and Fleiss-Cohen kappa values were 0.7970 and 0.8583, respectively. Although the two methods had equal sensitivities, specificity was higher in thermal tomography than in ultrasound. The false-positive rate was lower in thermal tomography than in ultrasound. The area under the receiver operating characteristic (ROC) curve of thermal tomography was significantly larger than that of ultrasound. Conclusion The general consistency between thermal tomography and ultrasound in BC screening was high. Thermal tomography outperformed ultrasound in terms of specificity and diagnostic efficiency. Therefore, thermal tomography has a high application value for general population-based BC screening.

Objective To investigate the knowledge,attitude and behavior of pediatric ICU nurses on preventing unplanned extubation(UEX).Methods The pre-test paper was prepared by the combination of literature review and expert consultation.The convenience sampling method was used to select 237 pediatric ICU nurses from four tertiary hospitals(including one children's hospital and three general hospitals)to con-duct a survey.The project analysis and reliability and validity test of the pre-test questionnaire were carried out to form a formal questionnaire.Results The questionnaire included 41 items,including 13 items of knowl-edge dimension,nine items of attitude dimension and 19 items of behavior dimension.The average content va-lidity index of knowledge,attitude and behavior dimensions was 0.921,0.996 and 0.998,respectively,and the content validity index of each item was 0.852-1.000.The Cronbach's α coefficients of knowledge,behavior and attitude were 0.911,0.946 and 0.944 respectively,and the total Cronbach's α coefficient of the question-naire was 0.953.The split-half reliability of knowledge,behavior and attitude dimensions was 0.710,0.931 and 0.859,and the total split-half reliability of the questionnaire was 0.695.Conclusion The questionnaire of knowledge,attitude and behavior of pediatric ICU nurses in preventing tracheal intubation UEX has good reli-ability and validity,and can be used as an evaluation tool for pediatric ICU nurses'cognition and behavior compliance in preventing tracheal intubation UEX.

Background and Purpose:The early prediction of local tumor progression-free survival(LTPFS)after radiofrequency ablation(RFA)for colorectal cancer(CRC)lung metastases has significant clinical importance.The application of radiomics in the prediction of tumor prognosis has been explored.This study aimed to construct a radiomics-based nomogram for predicting LTPFS after RFA in CRC patients with lung metastases.Methods:This study retrospectively analyzed 172 CRC patients with 401 lung metastases admitted to Department of Interventional Radiology,Fudan University Shanghai Cancer Center from August 2016 to January 2019.This study was reviewed by the medical ethics committee of Fudan University Shanghai Cancer Center(ethics number:2402291-24).After augmentation of pre-ablation and immediate post-ablation computed tomography(CT)images,the target metastases and ablation regions were segmented manually to extract the radiomic features.Maximum relevance and minimum redundancy algorithm(MRMRA)and least absolute shrinkage and selection operator(LASSO)regression models were applied for feature selection.The clinical model,the radiomics model,and the fusion model were constructed based on the selected radiomic features and clinical variables screened by the multivariate analysis.The Harrell concordance index(C-index)and area under receiver operating characteristic(ROC)curves(AUC)were calculated to evaluate the prediction performance.Finally,the corresponding nomogram of the best model was drawn.Results:Among all the lung metastases,102(25.4%)had final recurrence,and 299(74.6%)had complete response(CR).The median follow-up time was 21 months(95%CI:19.466-22.534),and the LTPFS rates at 1,2,and 3 years after RFA were 76.5%(95%CI:72.0-80.4),72.1%(95%CI:66.6-76.9)and 69.9%(95%CI:64.0-75.1).In both the training and test dataset,the fusion model based on the final 12 radiomic features through the LASSO regression and 4 clinical variables screened by multivariate analysis achieved the highest AUC values for LTPFS,with C-index values of 0.890(95%CI:0.854-0.927)and 0.843(95%CI:0.768-0.916),respectively.Conclusion:The fusion model based on radiomic features and clinical variables is feasible for predicting LTPFS after RFA of CRC patients with lung metastases,whose performance is superior to the single radiomic and clinical model.At the same time,the nomogram of the fusion model can intuitively predict the prognosis of CRC patients with lung metastases after RFA,thus assisting clinicians in developing individualized follow-up review plans for patients and adjusting treatment strategies flexibly.

Objective To observe the value of shear wave viscoelastography(SWV)for differentiating lung peripheral inflammatory masses and malignant tumors.Methods Conventional gray-scale ultrasound and SWV were prospectively performed in 70 patients with lung peripheral inflammatory mass or malignant tumor.The patients were divided into malignant group(n=42)and inflammatory group(n=28)according to pathological results.Clinical and ultrasonic data,including the maximum diameter of lesions,the mean Young's modulus(Emean),mean viscosity(Vmean),and mean dispersion slope(Dmean)were compared between groups.Receiver operating characteristic curves of ultrasonic parameters being significantly different between groups were drawn,and area under the curves(AUCs)were calculated to evaluate the efficacy of each parameter for differentiating lung peripheral inflammatory mass or malignant tumor.Results In malignant group,the maximum diameter and Emean of lesions were both higher,while Vmean and Dmean of lesions were both lower than those in inflammatory group(all P＜0.05).Vmean and Dmean of lesions had moderately/good efficacy for differentiating lung peripheral inflammatory mass or malignant tumor(AUC=0.843,0.866),both better than that of conventional ultrasound and Emean(AUC=0.673,0.685)(all P＜0.05).The combination of Emean,Vmean and Dmean had good efficacy for differentiating lung peripheral inflammatory masses and malignant tumors,with AUC of 0.874.Conclusion The viscous parameters of SWV could effectively differentiating lung peripheral inflammatory masses and malignant tumors.

Objective:To analyze the optimal dose of urokinase (UK) for intravenous thrombolysis in Chinese patients with acute ischemic stroke within 4.5 hours of onset.Methods:Based on the intravenous thrombolysis registry for Chinese ischemic stroke within 4.5 hours of onset (INTRECIS) cohort, consecutive patients who received intravenous UK from April 1, 2017 to July 1,2019 were retrospectively collected . According to the tertile dose of UK per body weight, eligible patients were divided into low dose group [(1.00-1.67)×10 4 international unit per kilogram], moderate dose group [(1.68-2.33)×10 4 international unit per kilogram] and high dose group (2.34-3.00)×10 4 international unit per kilogram]. Furthermore, subgroups were analyzed according to age, gender, and baseline National Institutes of Health Stroke Scale (NIHSS) scores. The primary efficacy outcome was excellent functional outcome, defined as a 90-day modified Rankin Scale (mRS) score of 0-1. The secondary efficacy outcomes included favorable functional outcome (mRS score of 0-2 at 90 days), mRS score distribution at 90 days and changes in NIHSS score at 1 day and 14 days, compared with the baseline. The primary safety outcome was symptomatic intracranial hemorrhage (sICH), and the secondary safety outcomes included recurrence of stroke within 90 days, all-cause mortality and any random bleeding events. Results:A total of 1 144 patients were included in the analysis: 549 in the low dose group, 509 in the moderate dose group and 86 in the high dose group. The proportion of excellent functional outcome was higher in the high dose group, compared with the low dose group [79.07% (68/86) vs 67.03% (368/549), OR=2.427, 95% CI 1.280-4.587, P=0.007] and the moderate dose group [79.07%(68/86) vs 70.53%(359/509), OR=1.942, 95% CI 1.023-3.690, P=0.043]. The incidence of sICH was similar among the 3 groups [high dose group vs low dose group: 1.16% (1/86) vs 2.00% (11/549), OR=0.607, 95% CI 0.071-5.153, P=0.648; high dose group vs moderate dose group: 1.16%(1/86) vs 0.79% (4/509), OR=0.330, 95% CI 0.101-1.074, P=0.596]. The subgroup analysis showed that higher proportion of excellent functional outcome was found in the high dose group patients with senior citizens (≥60 years old) [high dose group vs low dose group: 80.70% (46/57) vs 63.07% (222/352), OR=3.401, 95% CI 1.500-7.752, P=0.003; high dose group vs moderate dose group: 80.70% (46/57) vs 69.63% (227/326), OR=2.381, 95% CI 1.074-5.291, P=0.033], moderate neurologic deficit (NIHSS score 4-16) [high dose group vs low dose group:79.07% (34/43) vs 62.61% (211/337), OR=2.604, 95% CI 1.190-5.682, P=0.017; high dose group vs moderate dose group:79.07% (34/43) vs 65.02% (184/283), OR=2.315, 95% CI 1.055-5.097, P=0.036], and large artery atherosclerosis [high dose group vs low dose group: 81.40% (35/43) vs 62.32% (177/284), OR=3.584, 95% CI 1.416-9.009, P=0.007; high dose group vs moderate dose group: 81.40% (35/43) vs 66.06% (144/218), OR=2.793, 95% CI 1.090-7.143, P=0.032]. Conclusions:Intravenous UK dose calculated according to body weight may be reasonable for treating acute ischemic stroke. Intravenous UK with dose of (2.34-3.00)×10 4 international unit per kilogram may favor better benefit for acute ischemic stroke, which warrants further confirmation.

Objective:To analyze the clinical characteristics and neurophysiological features of patients with neuralgic amyotrophy (NA) and explore their neurological function status.Methods:Clinical data and neurophysiological findings of 90 patients diagnosed with NA at Beijing Tsinghua Changgung Hospital from September 2016 to January 2024 were collected and their clinical phenotypes and neurophysiological characteristics were systematically summarized and analyzed.Results:Among the 90 patients, males accounted for 60.0% (54 cases) and females accounted for 40.0% (36 cases). The duration of the disease was 12 (3, 36) months (ranged from 1 week to 5 years). The onset age of the patients was 58 (30, 70) (21-87) years. Unilateral involvement was noted in 94.4% (85/90) of patients, exhibiting a left-to-right ratio of 1∶1.3, while only 5.6% (5/90) had bilateral involvement. The majority of patients demonstrated a monophasic clinical course with a recurrence rate of just 2.2% (2/90). The primary clinical manifestations included upper limb pain in 70.0% (63/90) of patients, which progressed to muscle weakness and atrophy within 1 day to 1 month, whereas 30.0% (27/90) of patients without significant pain symptoms. Lesions predominantly affected the upper trunk of the brachial plexus, which accounted for 64.4% (58/90) of patients. Distal nerve injuries in the upper limb were observed in 14.4% (13/90) of patients, with 6.7% (6/90) demonstrating isolated anterior interosseous nerve involvement and another 6.7% (6/90) exhibiting isolated posterior interosseous nerve involvement; 1 case had concurrent anterior and posterior interosseous nerve damage. Additionally, 1 case presented with bilateral phrenic nerve involvement, and another patient had isolated posterior tibial nerve injury. Electrophysiological evaluations of patients with NA revealed that axonal damage to motor nerve fibers was a hallmark feature of the condition. Among patients undergoing motor nerve conduction studies, 68.8% (55/80) exhibited decreased compound muscle action potential amplitude, and 31.3% (25/80) had prolonged latency. Sensory nerve conduction was normal in 60.0% (48/80) of patients, while abnormalities included prolonged latency in 15.0% (12/80), reduced amplitude in 12.5% (10/80), slowed conduction velocity in 8.8% (7/80), and absent waveforms in 3.8% (3/80) of patients. The rates of abnormal nerve conduction findings in motor nerves were the highest in the suprascapular nerve (70.6%, 36/51), followed by the axillary nerve (58.3%, 35/60), musculocutaneous nerve (50.7%, 35/69), long thoracic nerve (6/17), and both anterior and posterior interosseous nerves (7.5%, 6/80 each). In sensory nerves, abnormalities were predominantly noted in the lateral antebrachial cutaneous nerve (30.0%, 12/40). Needle electromyography demonstrated neurogenic damage, most frequently affecting the infraspinatus muscle (69.2%, 18/26), biceps brachii (68.1%, 49/72), and deltoid muscle (65.3%, 47/72). The positive rate of magnetic resonance neurography (MRN) for NA was 62.1% (41/66), among which 63.4% (26/41) showed localized swelling of the brachial plexus, 51.2% (21/41) exhibited T 2 hyperintensity, and 4.9% (2/41) demonstrated denervated changes in the muscles. The positive rate of ultrasound for NA was 71.1% (59/83), with 91.5% (54/59) showing nerve swelling and 8.5% (5/59) exhibiting hourglass constriction .Conclusions:NA is a peripheral neuropathy characterized by spontaneous pain, limb weakness, and (or) muscle atrophy primarily. Its clinical phenotype predominantly involves damage to the upper trunk of the brachial plexus, which can also manifest as isolated mononeuropathy. Neurophysiological findings most commonly reveal the neurogenic damage to the muscles innervated by the upper trunk of the brachial plexus, mainly characterized by the axonal damage to the motor nerves, and pure motor nerve damage may also be observed. MRN and neuroultrasound can assist in qualitative diagnosis.

Objective:To explore the value of interpretable machine learning model in predicting the prognoses of patients with acute ischemic stroke..Methods:A total of 296 patients with acute ischemic stroke who received intravenous thrombolysis in Zhanjiang Central Hospital, Guangdong Medical University from March 2020 to October 2023 were selected. Prognosis was assessed 3 months after follow-up using modified Rankin scale (scores of 0-2: good prognosis; scores of 3-6: poor prognosis). Clinical data were collected and analyzed retrospectively, and independent influencing factors for prognoses were analyzed by multivariate Logistic regression. These patients were randomly divided into training dataset ( n=178) and test dataset ( n=118) in a 3:2 ratio; independent influencing factors were used as characteristic variables to train these 10 machine learning models, including Logistic regression, random forest, support vector machine, naive Bayesian model, linear discriminant analysis, mixture discriminant analysis, flexible discriminant analysis, gradient boosting machine, extreme gradient boosting, and category boosting. Prediction performance of these 10 machine learning models were evaluated using calibration curve, precise-recall curve, precision-recall gain curve and receiver operating characteristic (ROC) curve. Interpretation and visualization were added via Shapley Additive exPlanation (SHAP) to the machine learning models (including global interpretation and local interpretation). Results:Of the 296 patients, 72 had a poor prognosis. Age ( OR=1.039, 95% CI: 1.008-1.072, P=0.015), National Institute of Health Stroke Scale score ( OR=1.213, 95% CI: 1.000-1.337, P<0.001), Glasgow Coma Scale score ( OR=0.470, 95% CI: 0.289-0.765, P=0.002), Stroke Prognostic Instrument-Ⅱ score ( OR=1.257, 95% CI: 1.043-1.516, P=0.016,), C-reactive protein ( OR=1.709, 95% CI: 1.398-2.087, P<0.001) and platelet count ( OR=0.988, 95% CI: 0.978-0.998, P=0.016) were independent influencing factors for prognoses. Among the 10 machine learning algorithms, calibration curve (C-inder: 0.896), precise-recall curve (area under the curve [AUC]: 0.791), precision-recall gain curve (AUC: 0.363), and ROC curve (AUC: 0.856) in both the training and test sets confirmed that the XGBoost model has the highest performance in predicting prognoses. SHAP visualisation diagram indicated that order of importance was C-reactive protein, National Institutes of Health Stroke Scale, platelet count, Glasgow Coma Scale, Stroke Prediction Tool-II, and age. SHAP scatter plot visualized the contribution direction of these 6 characteristic variables, with bimodal distribution. SHAP dependence plot indicated dependence between values of 6 characteristic variables and SHAP values, with C-reactive protein enjoying the most significant trend. SHAP plot provided local interpretation for individual sample, making the extreme gradient enhancement model more transparent and interpretable. Conclusion:XGBoost model incorporating age, National Institute of Health Stroke Scale, Glasgow Coma Scale, Stroke Prognostic Instrument-Ⅱ, C-reactive protein, and platelet count can differentiate poor prognosis from good prognosis in patients with acute ischemic stroke with high accuracy; on this basis, the model interpretation and visualization combined with SHAP are helpful to understand the contribution and direction of each characteristic variable to the prediction results.

Objective:To measure the morphological parameters of the fetal vertebral centrum ossification centers (COC) in the second-third trimester using MRI susceptibility weighted imaging (SWI), and to explore the growth and development trajectory of the vertebrae.Methods:Fetus in the second-third trimester with normal vertebrae development were prospectively and continuously included in Shandong Provincial Hospital Affiliated to Shandong First Medical University from December 2015 to December 2021, and the SWI scanning of fetal spine was performed. The following morphometric parameters of the C4, T6, L3, S1 vertebrae COC were measured, including sagittal diameter, transverse diameter, height, cross-sectional area and volume. The linear and nonlinear regression analysis was used to derive the best-fit curve for each parameters and gestational age.Results:A total of 112 fetuses were recruited with gestatonal age 21-39 (29.4±3.9) weeks, including 30 cases of C4, 58 cases of T6, 92 cases of L3, 62 cases of S1. Fetal spine in utero with global curvature was kyphosis, presenting two primary curves (thoracic and sacral kyphosis). The morphological parameters sagittal diameter, transverse diameter, height, cross-sectional area and volume of C4 followed the quadratic polynomial rule during 25 to 38 weeks (R 2=0.938, 0.943, 0.952, 0.957, 0.982). During 21 to 38 weeks, the sagittal diameter, transverse diameter and height of the T6 followed the exponential growth pattern (R 2=0.915, 0.923, 0.849) and the growth of the area and volume followed the quadratic polynomial growth pattern (R 2=0.943, 0.961). The L3 followed the quadratic polynomial rule during 21 to 39 weeks (R 2=0.910, 0.916, 0.914, 0.942, 0.948) The sagittal diameter, transverse diameter and height of the S1 followed the linear growth pattern (R 2=0.905, 0.911, 0.922) and the area and volume followed the quadratic polynomial growth pattern (R 2=0.930, 0.964) during 23 to 39 weeks. Conclusions:The growth and development of C4, T6, L3 and S1 COC of fetus in the second-third trimester has a good correlation with gestational age. The growth of fetal vertebral COC in the early stage is slow, but with the growth of gestational age, the growth rate of vertebral bodies accelerates.

Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease affecting both upper and lower motor neurons (MNs) with large unmet medical needs. Multiple pathological mechanisms are considered to contribute to the progression of ALS, including neuronal oxidative stress and mitochondrial dysfunction. Honokiol (HNK) has been reported to exert therapeutic effects in several neurologic disease models including ischemia stroke, Alzheimer's disease and Parkinson's disease. Here we found that honokiol also exhibited protective effects in ALS disease models both in vitro and in vivo. Honokiol improved the viability of NSC-34 motor neuron-like cells that expressed the mutant G93A SOD1 proteins (SOD1-G93A cells for short). Mechanistical studies revealed that honokiol alleviated cellular oxidative stress by enhancing glutathione (GSH) synthesis and activating the nuclear factor erythroid 2-related factor 2 (NRF2)-antioxidant response element (ARE) pathway. Also, honokiol improved both mitochondrial function and morphology via fine-tuning mitochondrial dynamics in SOD1-G93A cells. Importantly, honokiol extended the lifespan of the SOD1-G93A transgenic mice and improved the motor function. The improvement of antioxidant capacity and mitochondrial function was further confirmed in the spinal cord and gastrocnemius muscle in mice. Overall, honokiol showed promising preclinical potential as a multiple target drug for ALS treatment.

Objective:To analyze and compare the X-ray procedures and radiation dose composition of ophthalmic inpatients, and to explore the changes of the X-ray examination mode in recent years and the effect of optimization in imaging technology on the radiation dose level of the patients.Methods:The simple random sampling method was used to retrospectively select the imaging data of the ophthalmic inpatients in the Second Affiliated Hospital of Zhejiang University School of Medicine from July 1st to November 31st in 2019 and from July 1st to November 31st in 2020. A total of 516 cases were selected according to the imaging time, including 258 cases in 2019 and 258 cases in 2020. Based on our previous research and the related documents of low-dose CT screening, a series of optimizations on CT scanning parameters and process were carried out in 2020, including the frequency of DR and CT scanning, the number of examinations per capita, the composition ratio of CT and DR, and X-ray dose per capita.Results:In 2020, the average effective doses of chest CT and orbital CT for ophthalmic inpatients were (2.587±1.586) mSv and (0.877±0.733) mSv, significantly lower than those in 2019 ( F=0.52, 0.72, P<0.05), and decreased by 34.82% and 37.13%, respectively. There was no significant difference in the average effective dose of chest DR and head CT between 2020 and 2019 ( F=6.01, 1.81, P>0.05). The number of X-ray examination per capita increased by 0.15 times, and the effective dose increased by 1.44 times (1.589 mSv). Chest DR was the main type of X-ray examination, accounting for 68.79% of all examinations in 2019, while chest CT was the main type, accounting for 71.05% in 2020. The composition of chest CT in 2020 increased by 63.17% compared with 2019, and the compositions of chest DR, orbital CT and cranial CT were decreased by 53.88%, 5.79% and 2.89%, respectively. Conclusions:With dose optimization measures, the single CT dose of ophthalmic inpatients in 2020 was lower than that in 2019. Chest CT increased significantly in frequency, and became main X-ray examination instead of chest DR which made the effective dose of ophthalmic inpatients increasing significantly.