Objective To develop and validate a deep learning model based on chest CT images to accurately distinguish between drug-resistant(DR-TB)and-sensitive tuberculosis(DS-TB).Methods A retrospective study was conducted on 722 cases of confirmed secondary tuberculosis admitted in our center from January 2019 to December 2022.According to the results of antimicrobial susceptibility test,they were divided into 357 DS-TB cases and 365 DR-TB cases.Pre-existing U-Net segmentation model was employed to segment the lung parenchyma regions in CT images.The dataset was randomly partitioned into a training set and a testing set in an 8:2 ratio.Six 3D deep learning architectures(3D Swin Transformer,3D ShuffleNet v2,3D ViT,3D MobileNet v2,3D DenseNet,and 3D ResNet18)were employed to evaluate the discriminative efficiency between DS-TB and DR-TB.Hyperparameters were optimized by five-fold cross-validation on the training set to construct the optimal model.The performance of the constructed model was assessed using area under the curve(AUC),sensitivity,specificity,positive predictive value(PPV),negative predictive value(NPV),and F1-score.Six radiologists independently evaluated DR-TB identification on the test set,and their performance was compared with the best-performing deep learning model.Results The AUC value in DR-TB prediction was 0.583,0.704,0.698,0.758,0.736,and 0.841,respectively,for 3D Swin Transformer,3D ShuffleNet v2,3D ViT,3D MobileNet v2,3D DenseNet,and 3D ResNet18.The 3D ResNet18 model demonstrated optimal performance,achieving a sensitivity of 0.935(95%CI:0.880～0.987),a specificity of 0.642(95%CI:0.492～0.757),a PPV of 0.750(95%CI:0.663～0.835),an NPV of 0.896(95%CI:0.809～0.976),an AUC value of 0.841,and a F1-score of 0.832.The radiologists got a F1-score of 0.571,0.450,0.675,0.623,0.617 and 0.635,respectively,and the F1-score of the 3D ResNet18 model is all higher than that of the radiologists.The highest-performing radiologist achieved sensitivity,specificity,PPV and NPV of 0.701(95%CI:0.605～0.802),0.567(95%CI:0.447～0.684),0.651(95%CI:0.549～0.757),and 0.623(95%CI:0.500～0.754),with all these values lower than those of the 3D ResNet18 model(P<0.05).Class activation mapping showed that the 3D ResNet18 model could focus on key lesion areas.The class activation mapping demonstrated that the 3D ResNet18 model could effectively focus on critical lesion regions.Conclusion Our 3D ResNet18 model shows the best predictive performance in identifying DR-TB,and is expected to assist clinical diagnosis for DR-TB.

ObjectiveTo observe ovarian microvascular damage in rats with cold coagulation and blood stasis syndrome and to explore the mechanism by which Liangfang Wenjing decoction improves this condition in rats. MethodsFifty SPF female SD rats were randomly divided into a blank group， a model group， low-dose （8.1 g·kg^-1） and high-dose groups （16.2 g·kg^-1） of Liangfang Wenjing decoction， and a 4-phenylbutyric acid （0.1 g·kg^-1） group， with 10 rats in each group. The ice-water bath method was employed to establish the rat model of cold coagulation and blood stasis syndrome. Concurrent with modeling， Liangfang Wenjing decoction was administered continuously for 21 days， once daily. The rats' syndrome manifestations and estrous cycles were recorded. The enzyme-linked immunosorbent assay （ELISA） was used to detect serum reproductive hormone levels and levels of endothelin-1 （ET-1）， nitric oxide （NO）， thrombomodulin （TM）， and von Willebrand factor （vWF） in ovarian tissue. Prothrombin time （PT）， activated partial thromboplastin time （APTT）， thrombin time （TT）， and fibrinogen （FIB） were measured. The ovarian microcirculatory blood perfusion was detected by laser speckle contrast imaging. Hematoxylin-eosin （HE） staining was performed to observe the ovarian histopathology， flow cytometry to detect ovarian apoptosis rate， and transmission electron microscopy to observe the ultrastructure of ovarian microvascular endothelial cells. Western blot was employed to detect the protein expression of endothelial nitric oxide synthase （eNOS）， phosphorylated eNOS （p-eNOS）， Caspase-3， B-cell lymphoma-2 （Bcl-2）， Bcl-2-associated X protein （Bax）， glucose-regulated protein 78 （GRP78）， C/EBP homologous protein （CHOP）， inositol-requiring enzyme1α （IRE1α）， p-IRE1α， apoptosis signal-regulating kinase 1 （ASK1）， p-ASK1， c-Jun N-terminal kinase （JNK）， and p-JNK. Immunofluorescence was used to detect ovarian Bax and Bcl-2 expression in microvascular endothelial cells. ResultsCompared with the blank group， the model group showed signs of cold coagulation and blood stasis syndrome， prolonged estrus cycles， and reproductive hormone disorders. Histopathological results revealed a decrease in follicle counts at all stages and disorganized granulosa cell arrangement. Ovarian microcirculatory perfusion was significantly decreased （P<0.01）. PT， APTT， and TT were reduced （P<0.05， P<0.01）， while FIB levels were increased （P<0.05）. In ovarian tissue， NO content was decreased， while ET-1， vWF， and TM levels were increased significantly （P<0.01）. The apoptosis rate of ovarian cells was markedly increased （P<0.01）. Furthermore， p-eNOS/eNOS and Bcl-2 were decreased （P<0.05）， whereas Bax， cleaved-Caspase-3/Caspase-3， GRP78， CHOP， p-IRE1α/IRE1α， p-ASK1/ASK1， and p-JNK/JNK expression showed significant increases （P<0.05， P<0.01）. Compared with the model group， Liangfang Wenjing decoction intervention alleviated the symptoms of cold coagulation and blood stasis， gradually restored the estrus cycle， and improved ovarian histopathology and endothelial cell ultrastructure. Microcirculatory blood perfusion was significantly elevated （P<0.05）. NO content in ovarian tissue was elevated， while ET-1， vWF， and TM levels were significantly decreased （P<0.05， P<0.01）. The p-eNOS/eNOS ratio and Bcl-2 expression were significantly elevated （P<0.05）， while the expression of Bax， cleaved-Caspase-3/Caspase-3， GRP78， CHOP， p-IRE1α/IRE1α， p-ASK1/ASK1， and p-JNK/JNK was significantly decreased （P<0.05， P<0.01）. ConclusionLiangfang Wenjing decoction may regulate the IRE1α/ASK1/JNK signaling pathway to inhibit endoplasmic reticulum stress， attenuate apoptosis， and improve microvascular endothelial injury in ovaries of rats with cold coagulation and blood stasis syndrome.

Objective Ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry(UPLC-Q-TOF-MS)and network pharmacology technology combined with pharmacodynamic experiments were used to analyze the quality markers(Q-markers)in Saorilao Qingfei Zhike Capsules.Methods Using UPLC-Q-TOF-MS technology,the chemical components in different polar extracts of Saorilao Qingfei Zhike Capsules was analyzed.Potential pharmacological components were screened by using antitussive and expectorant models.The"components-targets-diseases"network was constructed and potential Q-markers were screened by network pharmacology technology.Then we conducted pharmacodynamic validation to confirm the Q-markers,which have antitussive and expectorant effects in Saorilao Qingfei Zhike Capsules.Results A total of 120 compounds were obtained from the Saorilao Qingfei Zhike Capsules through qualitative analysis.Among the extracts of different polarity,44 compounds were derived from petroleum ether extract,85 compounds were derived from ethyl acetate extract,79 compounds were derived from n-butanol extract,and 71 compounds were derived from water extract.The results of pharmacological experiments showed that among extracts of different polarity,petroleum ether extract had the best antitussive effect,while n-butanol extract had the best expectorant effect.Three core components for eliminating phlegm and relieving cough were screened through network pharmacology techniques:farcalinol,farcalinediol,and rubimaillin.Pharmacodynamic studies verified that all core components mentioned above have certain antitussive and expectorant effects.Conclusion Based on the above research,farcalinol,farcalindiol,and rubimaillin can be used as Q-markers for the antitussive and expectorant effects of Saorilao Qingfei Zhike Capsules.This paper provides reference for the quality standard of Saorilao Qingfei Zhike Capsules.

Objective:To compare the real-world efficacy and safety profile of tenofovir amibufenamid (TMF) and tenofovir alafenamide (TAF) tablets in the treatment of patients with chronic hepatitis B (CHB).Methods:This retrospective study included patients with chronic hepatitis B who received TMF and TAF antiviral treatment at the Infectious Disease Outpatient Department of the First Affiliated Hospital of Zhengzhou University from January 2021 to December 2023. The primary and secondary outcome was to study the patient HBV DNA conversion rate (<20 IU/ml), alanine aminotransferase (ALT) normalization rate, renal function, and lipid levels of patients at 48 weeks of treatment. The comparison of data between measurement data groups was differentiated using a t-test and Mann-Whitney U test. The inter-group comparison rate in count data was performed using the χ2 test or Fisher's exact probability. Results:A total of 440 cases were enrolled, including 220 in the TMF group (63 treatment-na?ve and 157 treatment-experienced) and 220 cases in the TAF group (61 treatment-na?ve and 159 treatment-experienced). In terms of efficacy, the HBV DNA seroconversion rates in the TMF group and TAF group were 90.5% and 85.2% ( P=0.372), respectively, while the ALT normalization rates were 92.1% and 88.5% ( P=0.505), respectively, at 48 weeks of treatment. The HBV DNA-negative conversion rate for the newly treated patients was 99.4% and 98.7%, respectively ( P=1.000), while the rates of ALT normalization were 94.9% and 92.3%, respectively ( P=0.863). In terms of safety profile, the serum creatinine level was lower in the TMF group than that in the TAF group at 48 weeks of treatment [TMF group 66.5 (56.3, 78.3) μmol/L, TAF group 70.6 (60.7, 77.8) μmol/L, Z=-2.282, P=0.022]. However, there was no statistically significant difference in other renal function and tubular function related indicators between the two groups of patients ( P>0.05). The serum high-density lipoprotein levels were higher in the TMF group than those in the TAF group [TMF 1.4 (1.1, 1.6) mmol/L vs. TAF group 1.3 (1.1, 1.6) mmol/L, Z=-2.204, P=0.027] at 48 weeks of treatment. However, there was no statistically significant difference in other blood lipid indicators between the two groups of patients ( P>0.05). Conclusion:There is no statistically significant difference in efficacy and safety profiles between TMF and TAF at 48 weeks in the treatment of patients with chronic hepatitis B, and the overall safety profile is favorable.

Objective:To assess the left ventricular myocardial function in non-ST-segment-elevation acute coronary syndrome (NSTE-ACS) patients with normal wall motion and left ventricular ejection fraction (LVEF) after percutaneous coronary intervention(PCI) by noninvasive myocardial work technology, and to explore the evolution of left ventricular myocardial function recovery.Methods:A total of 92 NSTE-ACS patients from July to December 2019 in Beijing Chao Yang Hospital with normal wall motion and LVEF (>55%) after PCI were recruited. Echocardiography was performed 1 day before PCI, 1 day, 2 weeks, 1 month, and 3 months after PCI. Global longitudinal strain (GLS) was analyzed, and Brachial cuff systolic pressure was used as left ventricular pressure to construct a non-invasive left ventricular pressure-strain loop. Global myocardial work index (GWI), global constructive work (GCW), global waste work (GWW), global myocardial work efficiency (GWE) among groups were compared and their correlations with strain parameters were explored.Results:GWI, GCW, GWE were improved ( P<0.05) at 1 day after PCI, GLS improved ( P<0.05) and GWW decreased ( P<0.05) at 2 weeks, LVEF improved ( P<0.05) at 1 month. Baseline GWI and GCW had a moderately negative correlation with GLS ( r=-0.67, -0.66; both P<0.05); GWW had a moderately positive correlation with mechanical dispersion(MD) and postsystolic shortening index(PSI) ( rs=0.45, 0.50; both P<0.05); GWE had a moderately negative correlation with GLS, MD and PSI ( rs=-0.47, -0.55, -0.56; all P<0.05). Conclusions:Left ventricular myocardial function gradually improves in NSTE-ACS patients with normal wall motion and LVEF after PCI. Myocardial work parameters changes are more sensitive than GLS and LVEF, and can assess early left ventricular myocardial function changes after PCI.

Objective:To explore the cognition, recognition and knowledge needs of the parents of outpatient children with aerosol inhalation therapy, so as to provide a reference for the development of effective health education and improve the nursing satisfaction of the parents of the children.Methods:This study was a cross-sectional study. From March 2020 to March 2021, convenience sampling was used to select 260 parents of children who were treated with aerosol inhalation therapy in the Pediatric Clinic of the Beijing Tsinghua Changgung Hospital affiliated to Tsinghua University as the research subject. The self-made Aerosol Inhalation Therapy Related Knowledge Questionnaire was used to investigate the parents.Results:A total of 260 questionnaires were issued, and 243 valid questionnaires were returned with the valid response rate of 93.5%.The total cognitive score of aerosol inhalation therapy of the parents of children was (50.33±8.38) , and the total score of aerosol inhalation therapy attitude was (17.86±2.61) . A total of 31.7% (77/243) of the children 's parents believed that they needed knowledge about aerosol inhalation therapy very much, and 58.4% (142/243) of the children 's parents believed that they needed knowledge about aerosol inhalation therapy, and 67.9% (165/243) of the children 's parents preferred to obtain knowledge about aerosol inhalation therapy through face-to-face demonstrations. Conclusions:Parents of outpatient children have a high degree of recognition of aerosol inhalation therapy, and hope to get relevant knowledge and education. Nursing staff should mainly take face-to-face demonstrations, supplemented by videos and education manuals to carry out health education to parents of children, so as to improve the nursing satisfaction of parents of children.

Objective:To evaluate the global and segmental myocardial work in patients with cardiac amyloidosis (CA) by left ventricular pressure-strain loop (PSL) noninvasively.Methods:Eighteen patients with CA in Beijing Chao-Yang Hospital from March 2018 to December 2020 were included as CA group, 20 healthy subjects were selected as control group. The global longitudinal strain (GLS) and mechanical dispersion (MD) of left ventricle were analyzed by two-dimensional speckle tracking imaging. The left ventricular PSL was used to assess global work index (GWI), global constructive work (GCW), global waste work (GWW), and global work efficiency (GWE). The mean value of left ventricular basal, mid and apical myocardial work index (MWI), constructive work (CW), waste work (WW) and work efficiency (WE) were calculated and compared between the two groups.Results:①Compared with the control group, GLS was decreased and MD was increased in CA group (all P<0.05). ②GWI, GCW, GWW and GWE were decreased in CA group compared with the control group (all P<0.05). ③In CA group, the MWI, CW and WE of the basal, mid and apical segments were lower than those of control group (all P<0.05), WW of the basal and mid segments were lower than those of apical segment(all P<0.05). The impairment of MWI, WW and WE in basal and mid segment were more significant than those of apical segment (all P<0.05). ④GWI, GCW and GWE were positively correlated with GLS ( r=0.854, 0.816, 0.748; all P<0.001) and LVEF ( r=0.674, 0.634, 0.650; all P<0.01), and negatively correlated with MD ( r=-0.657, -0.672, -0.710, all P<0.01). GWI and GCW were negatively correlated with E/e′ ( r=-0.493, -0.539; all P<0.05). Conclusions:The global, basal, mid and apical left ventricular myocardial work indices are decreased in CA patients. MWI, CW and WE show an apical sparing pattern. Quantitative assessment of myocardial work by PSL may provide more valuable information for CA patients.

Objective: To investigate the features of chest CT imaging and dynamic changes of severe coronavirus disease 2019 (COVID-19). Methods: The clinical and computed tomography (CT) data of 17 patients diagnosed with severe COVID-19 admitted to Chongqing Public Health Medical Center from January 24 to February 6, 2020 were collected. The first chest CT manifestations and the dynamic changes of imaging during treatment were retrospectively analyzed. Results: The first chest CT manifestations of the 17 patients showed that 16 cases presented with peripheral and subpleural distributions, and 2 cases presented with 3 lobes involved, one case with 4 lobes involved and 14 cases with 5 lobes involved, and 17 cases presented with ground-glass opacities, ten cases with consolidation, seven cases with subpleural line, nine cases with air bronchogram, 3 cases with thickened lobular septum, two cases with bronchiectasis, two cases with pleural effusion, two cases with lymphadenopathy with the short diameter of 1.0-1.2cm. Among 16 patients who underwent repeated CT examination, the lesions of 8 patients showed continuous improvement, and those of the other 8 patients showed fluctuating changes. Conclusions The CT findings of severe COVID-19 patients are mainly ground-glass opacities and consolidation, with the peripheral distribution. The range of lesions is wide, with 5-lobe involvement mostly. Lymphadenopathy or pleural effusion is rare. Chest CT is useful for the evaluation for the therapeutic effects.

Objective:To investigate the features of chest computed tomography (CT) imaging and dynamic changes of severe corona virus disease 2019 (COVID-19).Methods:The clinical and CT data of 17 patients diagnosed with severe COVID-19 admitted to Chongqing Public Health Medical Center from January 24 to February 6, 2020 were collected. The first chest CT manifestations and the dynamic changes of imaging during treatment were retrospectively analyzed.Results:The first chest CT manifestations of the 17 patients showed that 16 cases presented with peripheral and subpleural distributions, and two cases presented with three lobes involved, one case with four lobes involved and 14 cases with five lobes involved, and 17 cases presented with ground-glass opacities, ten cases with consolidation, seven cases with subpleural line, nine cases with air bronchogram, three cases with thickened lobular septum, two cases with bronchiectasis, two cases with pleural effusion, three cases with lymphadenopathy with the short diameter of 1.0-1.2 cm.Among 16 patients who underwent repeated CT examination, the lesions of eight patients showed continuous improvement, and those of the other eight patients showed fluctuating changes.Conclusions:The CT findings of severe COVID-19 patients are mainly ground-glass opacities and consolidation, with the peripheral distribution. The range of lesions is wide, with five-lobe involvement mostly. Lymphadenopathy or pleural effusion is rare. Pynamic monitoring chest CT is useful for the evaluation for the therapeutic effects.