Objective To assess the accuracy of pN staging prediction in papillary thyroid carcinoma (PTC) using ultrasound radiomics and deep neural networks (DNN). Methods A retrospective analysis was conducted on 375 patients with pathologically confirmed PTC, comprising 261 cases in the training set and 114 in the test set. Staging was categorized as pN0 (no cervical lymph node metastasis), pN1a (central neck lymph node metastasis), and pN1b (lateral neck lymph node metastasis). An ultrasound physician manually segmented the regions of interest (ROIs) for PTC, extracting 1899 radiomic features. Dimensionality reduction was performed using the least absolute shrinkage and selection operator (LASSO) regression. A DNN model for predicting PTC pN staging was developed using the H2O deep learning platform, trained on the training set, and validated on the test set to assess the accuracy of the optimal model. Results A total of 153 patients were in the pN0 stage, 131 patients in the pN1a stage, and 91 patients in the pN1b stage. LASSO regression selected 15 radiomic features for each PTC. The optimal DNN model, constructed using these 15 features, achieved accuracies of 85.82% on the training set and 81.57% on the test set. Conclusion Ultrasound radiomics of PTC demonstrates high accuracy in predicting pN staging and shows potential for automating N staging in patients.

Objective To analyze the epidemiological characteristics and risk factors of common viruses in children with respiratory tract infection in Yangling District, and to provide scientific basis for clinical formulation of effective prevention and control strategies. Methods The study subjects were 502 children with respiratory tract infection in Yangling Demonstration Zone Hospital from February 2022 to February 2024. 10 kinds of common respiratory infection viruses such as respiratory syncytial virus, parainfluenza virus, human rhinovirus, influenza B virus, influenza A virus, human adenovirus, enterovirus, coronavirus, human metapneumovirus and human Boca virus were detected by multiple real-time fluorescent polymerase chain reaction (PCR). According to the results of viral nucleic acid detection, 502 children were divided into positive detection group and negative detection group. Univariate and logistic multivariate regression analyses were adopted to analyze the risk factors of respiratory virus infection in children. Results Among the 502 children with respiratory tract infection, 112 cases were positive for viral nucleic acid detection, with a positive rate of 22.31%. Among the 95 cases were with single virus infection with a positive rate of 18.92%, mainly respiratory syncytial virus and parainfluenza virus, and 17 cases were with mixed virus infection, with the positive rate of 3.39%, mainly respiratory syncytial virus+parainfluenza virus mixed infection. After logistic multivariate analysis, it was found that age≤1 year old, onset in autumn and winter, monthly family income≤5000 yuan, concomitant congenital heart disease, maternal atopic disease history, maternal gestational diabetes mellitus, malnutrition and anemia were independent risk factors for respiratory virus infection in children (P<0.05). Conclusion Respiratory virus infection in acute hospitalized children in Yangling District is mainly a single virus, and is affected by many factors such as age of children, onset season, family monthly income and so on. Clinically, it is necessary to actively screen the above indicators of children and take active preventive measures to reduce viral infection.

BackgroundSuicidal behavior in adolescence and early adulthood is a major public health concern， and suicide attempts are found to be associated with reasons for living and self-control， whereas there remains a striking lack of empirical research exploring the association among the three in college students. ObjectiveTo explore the relationship among suicide attempts， reasons for living and self-control， and to inform targeted efforts to prevent the development of suicidal behavior. MethodsFrom April to May 2023， a sample of 775 college students from 10 colleges and universities in Shaanxi province， Sichuan province and Chongqing municipality were selected using random sampling method. All students were subjected to complete Self-Control Scale （SCS）， the Reasons for Living Inventory for Adolescents （RFL-A）， and the self-administered Suicide Attempt Questionnaire. Spearman correlation analysis was utilized to examine the correlation among the above scales in students， and mediation analysis was performed using Mplus 8.3. ResultsA total of 738 college students （95.32%） completed the effective questionnaire survey.Suicide attempts were detected in 99 college students （13.41%）. SCS score was positively correlated with RFL-A score （r=0.329， P<0.01）， and SCS score and RFL-A score were both negatively correlated with the risk of suicide attempts （r=-0.194， -0.285， P<0.01）. The indirect mediation effect value of self-control on the relationship between reasons for living and suicide attempts was -0.059 （95% CI： -0.105~-0.018）， accounting for 11.07% of the total effect. There was a gender difference in the mediating effect of self-control， among which the effect was significant in male group， with an indirect effect value of -0.089 （95% CI： -0.163~-0.030） and accounting for 15.72% of the total effect， whereas the mediating effect was not significant in female group （95% CI： -0.407~0.115）. ConclusionReasons for living can negatively predict suicide attempts among college students， and self-control may play a mediating role in the relationship between reasons for living and suicide attempts among college students， and the mediating effect of self-control appears to be statistically significant only in male but not in female students.

The life view of "human life is the most important" in Traditional Chinese Medicine (TCM) originates from the people-oriented theory of Chinese traditional culture, the benevolence thought of Confucianism, the rebirth thought of Taoism and the compassion thought of Buddhism. Taking the life view of "human life is the most important" as the starting point, it has formed medical ethics thoughts such as the social responsibility of saving the world, the medical practice purpose of treating all patients equally, the meticulous working attitude, the diligent and tireless learning attitude, and the exploration spirit of widely exploring the medical roots, which still has important educational significance. Therefore, the life view of "human life is the most important" should be integrated into the medical ethics education of medical students, and the medical ethics literacy of medical students should be improved through the following ways: strengthen the vocational ideal education of saving the dying and healing the wounded, and enhance the sense of social responsibility of medical students; consolidate the theme of life first classroom education and improve the professional identity of medical students; enrich and innovate the practice forms of protecting life, pay attention to the practicality of medical ethics education.

ObjectiveTo investigate the changes of intestinal microbiota in type 2 diabetic diarrhea （T2DD） patients with dampness-heat syndrome and spleen-kidney deficiency syndrome. MethodT2DD patients who were admitted to the Department of Endocrinology Ⅰ of the Affiliated Hospital of Shaanxi University of Chinese Medicine from March 2020 to May 2021 were selected， including 14 patients with type 2 diabetes mellitus （T2DM）， 12 T2DD patients with dampness-heat syndrome， and 13 T2DD patients with spleen-kidney deficiency syndrome. Twelve healthy subjects receiving medical examination were selected as control group. Their body mass index （BMI）， fasting plasma glucose （FPG）， 2 h postprandial blood glucose （2 h PBG） and glycosylated hemoglobin （HbA1c） were compared. Fecal samples were collected for DNA extraction to build a database. High-throughput 16S rDNA sequencing was used to compare the composition of intestinal microbiota and the differential bacteria among the four groups. ResultCompared with the conditions in control group， the levels of FPG， 2 h PBG and HbA1c in the other groups were increased （P<0.05）. Alpha diversity showed no significant difference in species richness， evenness and diversity of intestinal microbiota among the groups. Beta diversity indicated that intestinal microbiota tended to be consistent in each group， and there was no marked difference between groups. The top 5 phylum by relative abundance were Bacteroidetes，Proteobacteria， Firmicutes， Actinobacteria， and Fusobacteria， among which，Bacteroidetes， Proteobacteria and Firmicutes were dominant. Compared with the control group， the three diabetic groups had elevated relative abundance of Bacteroidetes while decreased relative abundance of Firmicutes. The relative abundance of Actinomycetes in spleen-kidney deficiency T2DD group was significantly higher than that in the other groups， and the relative abundance of Firmicutes and Fusobacteria in the dampness-heat T2DD group was significantly lower than that in the other groups. At the genus level， the top 10 bacteria by relative abundance were Phocaeicola， Bacteroides， Pseudescherichia， Prevotella， Bifidobacterium， Faecalibacterium， Fusobacterium， Roseburia， Citrobacter， and Cetobacterium. LEfSe analysis revealed that the relative abundance of Prevotella， Mediterraneibacter， Parabacteroides， and Fusicatenibacter in diabetic patients was remarkably higher than that in healthy patients. Bacteroides and Sutterella might be the characteristic microbiota of T2DD patients with dampness-heat syndrome， while Faecalibacterium， Limosilactobacillus， Eubacterium， Gemmiger， Enterocloster， Alistipes， Parasutterella and Oscillibacter might be the characteristic microbiota of T2DD patients with spleen-kidney deficiency syndrome. ConclusionBacteroides and Parasutterella might be the characteristic microbiota of T2DD patients with dampness-heat syndrome and spleen-kidney deficiency syndrome， respectively. This paper provided reference for studying the mechanism， diagnosis and treatment of modern traditional Chinese medicine for T2DD of dampness-heat type and spleen-kidney deficiency type.

Diabetic nephropathy （DN） is one of the common chronic kidney diseases （CKD） worldwide and a major cause of end-stage renal disease （ESRD）， seriously threatening and affecting the life and health of the global population. Currently， the pathogenesis of DN is considered to be closely related to factors such as glucose metabolism disorders， abnormal lipid metabolism， oxidative stress， activation of inflammatory factors， autophagy， and cell apoptosis in the continuous high-glucose environment of the body. Renal fibrosis is an important pathological feature and ultimate pathological outcome of DN. Timely intervention in renal fibrosis is of significant clinical and practical importance for the prevention and treatment of DN. Due to the limitations of western medicine in treating DN， traditional Chinese medicine （TCM） intervention in the process of renal fibrosis in DN has been widely used as a routine and potential treatment method due to its multi-component， multi-effect， and multi-target effects， effectively delaying the progression of the disease. It has been found that the Notch signaling pathway plays an important role in the development and maintenance of homeostasis in the body， and abnormal activation of the Notch signaling pathway is associated with DN. Activation of this signaling pathway plays a key role in the process of renal fibrosis. This article reviewed the regulatory mechanism of the Notch signaling pathway in renal fibrosis in DN， focusing on the relationship between targeting Notch signaling pathway by Chinese medicinal monomers and prescriptions and renal fibrosis in DN in order to provide a theoretical basis for the development of new drugs， basic research， and clinical application of TCM in the prevention and treatment of DN.

Macropinocytosis, an evolutionarily conserved, actin-dependent form of endocytosis, is involved in various physiological processes, including nutrient absorption, antigen presentation, and cell signaling transduction and migration. Oncogene activation and tumor suppressor inactivation induce macropinocytosis in tumors in the digestive system, involved in tumorigenesis and progression, whereas the inhibition of macropinocytosis slows the aggressive phenotype of digestive system tumors and improves the efficacy of anti-tumor drugs. Macropinocytosis can also be used as a delivery route for anti-tumor drugs. Therefore, macropinocytosis has been widely studied to develop new methods for the treatment of digestive system tumors.This paper reviews the role of macropinocytosis in the body, the regulation of macropinocytosis-related signaling pathway, as well as the mechanism of macropinocytosis in colorectal cancer, pancreatic ductal adenocarcinoma, liver cancer and other digestive system tumors, to provide reference for related researches.

Pulmonary fibrosis is an interstitial lung disease characterized by inflammatory injury and tissue structure destruction. Currently, there is a lack of effective therapeutic drugs for pulmonary fibrosis, and the mechanism is still unknown. Therefore, it is urgent to seek new targets for effective drugs. In pulmonary fibrosis, the level of autotaxin (ATX) in bronchoalveolar lavage fluid increases and stimulates the production of lysophosphatidic acid (LPA). The involvement of LPA receptors in activating a variety of G-protein-mediated signal transduction pathways leads to a range of related physiological effects, including pro-inflammatory signaling in epithelial cells, activation of transforming growth factor signaling, and stimulation of fibroblast accumulation. LPA receptor antagonists and ATX inhibitors have been concerned as new targets for pulmonary fiber therapy, and currently related drugs have entered clinical trials. In this paper, the pathophysiological effects of LPA and ATX in pulmonary fibrosis disease and related drug development progress were reviewed to provide reference information of new drug development for pulmonary fibrosis based on the ATX-LPA axis.

ObjectiveTo observe the possible mechanism of Xixin Decoction （洗心汤， XXD） in the prevention and treatment of Alzheimer 's disease（AD）. MethodsFifty rapid aging model mice （SAMP8） were randomly divided into model group， probiotic group， high-， moderate- and low-dose group of XXD， with 10 mice in each group. Another 10 homologous anti-rapid aging mice （SAMR1） were set as control group. After 10 weeks of feeding， the control group and the model group were given 10 ml·kg^-1·d^-1 of distilled water by gavage， while the probiotic group （0.39 g·kg^-1·d^-1）， the high-dose group of XXD （5.08 g·kg^-1·d^-1）， the moderate-dose group of XXD （2.54 g·kg^-1·d^-1）， and the low-dose group of XXD （1.27 g·kg^-1·d^-1） were given corresponding drugs or decoctions by gavage， once a day in all groups. After 10 weeks of intragastric administration， Morris water maze was used to detect the spatial learning and memory ability of mice in each group. HE staining was used to observe the pathological changes of hippocampal CA3 region and colon. The levels of β-amyloid 1-42 （Aβ_1-42）， lipopolysaccharide （LPS）， serum amyloid A （SAA） and acetylcholine （ACH） in hippocampus and colon were detected by ELISA.The diversity of intestinal flora in mouse feces was detected by 16S rRNA sequencing. ResultsCompared to those in the control group， the levels of Aβ_1-42，LPS， SAA increased， while the level of ACH decreased in the model group （P＜0.05 or P＜0.01）. Compared to those in the model group， the escape latency period of the probiotic group was significantly shortened on the 2nd and 5th days， while the escape latency period was shortened， and the residence time in the target platform quadrant increased in the high-dose XXD group during the 2nd to 5th days； the escape latency period was shortened significantly in the moderate-dose XXD group on the 5th day （P＜0.05 or P＜0.01）. Compared to those in the model group， the hippocampal neuron cells in the high- and moderate-dose XXD groups were arranged more closely， with decreased levels of SAA， Aβ_1-42 and LPS， increased ACH level， Simpson and Shannon index （P＜0.05 or P＜0.01）； the arrangement of hippocampal neuron cells in the probiotic group and the low-dose XXD group was relatively loose； the proportions of Bacteroidetes and Prevotella were significantly reduced in the probiotic group and the high-dose XXD group， while that of Firmicutes and Lactobacillus significantly increased （P＜0.05 or P＜0.01）. Compared to those in the probiotic group and the high-dose XXD group， the number of goblet cells in the moderate-dose XXD group decreased， and the number of glands in the low-dose XXD group decreased with atrophy. The high-dose XXD group had decreased Aβ_1-42 level in the hippocampus， increased ACH level in thehippocampus and colon tissue， and decreased SAA in the colon tissue than the moderate- and low-dose XXD groups （P＜0.05 or P＜0.01）； moreover， the SAA level in the hippocampus was significantly higher in the low-dose XXD group than the high- and moderate-dose groups （P＜0.01）. ConclusionXXD can improve the spatial learning and memory ability of SAMP8， reduce the production and deposition of LPS， SAA and Aβ_1-42 in brain and intestine， and increase the content of ACH. The mechanism of its prevention and treatment of AD maybe related to regulating intestinal microecology， affecting flora diversity and improving inflammatory response.

【Objective】 To analyze the basic characteristics of whole blood donors from blood stations before and after the outbreak of COVID-19. 【Methods】 After excluding invalid data, data related to the basic characteristics of whole blood donors collected from 26 blood stations in China during 2018 to 2021 were statistically analyzed, including the trend of total whole blood donors, the number of repeated blood donors, the frequency of blood donation, the average age of donors and the recruitment of first-time blood donors. 【Results】 Affected by the epidemic, 8 out of 14 indicators were with large variations, accounting for 57%. The overall growth rate of total whole blood donors during the epidemic was higher than before the epidemic (P<0.05).The number of repeated blood donors has shown an increased trend, with a higher number during the epidemic than before (P<0.05). The frequency of blood donation was lower during the epidemic than before(P<0.05).Average ages of blood donors and female blood donors fluctuated widely during the epidemic, both higher than those before the epidemic(P<0.05).The donation rate of first-time blood donors <25 years old and ≥25 years old varied widely and irregularly during the epidemic (both P<0.05). The percentage of first-time blood donors fluctuated irregularly during the epidemic, with overall percentage lower than that before the epidemic(P<0.05). 【Conclusion】 Whole blood donors from 26 blood stations increased after the outbreak of COVID-19, and some indicators in certain areas showed significant fluctuations during the epidemic.