OBJECTIVES: Non-small cell lung cancer (NSCLC) is associated with poor prognosis, with 30% of patients diagnosed at an advanced stage. Mutations in the EGFR and KRAS genes are important prognostic factors for NSCLC, and targeted therapies can significantly improve survival in these patients. Although tissue biopsy remains the gold standard for detecting gene mutations, it has limitations, including invasiveness, sampling errors due to tumor heterogeneity, and poor reproducibility. This study aims to develop machine learning models based on radiomic features to predict EGFR and KRAS gene mutation status in NSCLC patients, thereby providing a reference for precision oncology. METHODS: Imaging and mutation data from eligible NSCLC patients were obtained from the publicly available Lung-PET-CT-Dx dataset in The Cancer Imaging Archive (TCIA). A three-dimensional-convolutional neural network (3D-CNN) was used to extract imaging features from the regions of interest (ROI). The LightGBM algorithm was employed to build classification models for predicting EGFR and KRAS gene mutation status. Model performance was evaluated using 5-fold cross-validation, with receiver operator characteristic (ROC) curves, area under the curve (AUC), accuracy, sensitivity, and specificity used for validation. RESULTS: The models effectively predicted EGFR and KRAS mutations in NSCLC patients, achieving an AUC of 0.95 for EGFR mutations and 0.90 for KRAS. The models also demonstrated high accuracy (EGFR 89.66%; KRAS 87.10%), sensitivity (EGFR 93.33%; KRAS 87.50%), and specificity (EGFR 85.71%; KRAS 86.67%). CONCLUSIONS A radiogenomics-machine learning predictive model can serve as a non-invasive tool for anticipating EGFR and KRAS gene mutation status in NSCLC patients.
Humans ; Carcinoma, Non-Small-Cell Lung/diagnostic imaging* ; Lung Neoplasms/diagnostic imaging* ; Mutation ; Proto-Oncogene Proteins p21(ras)/genetics* ; ErbB Receptors/genetics* ; Machine Learning ; Positron Emission Tomography Computed Tomography ; Female ; Male ; Neural Networks, Computer ; Middle Aged ; Aged

AIM: To observe the manifestations and distribution patterns of visual field in non-arteritic anterior ischemic optic neuropathy(NAION).METHODS: Retrospective observational study. The investigation encompassed 183 patients(246 eyes)diagnosed with NAION who were evaluated at the Neuro-Ophthalmology/Acupuncture Department within the Eye Hospital, China Academy of Chinese Medical Sciences from June 2018 to December 2023. Recorded clinical data covered demographic details, incidence, disease duration, presence of systemic diseases, and histories of tobacco and alcohol use, along with best-corrected visual acuity(BCVA), visual field index(VFI), type of visual field defect, and thickness of the peripapillary retinal nerve fiber layer(pRNFL).RESULTS: A total of 183 patients(246 eyes)were enrolled. The cohort consisted of 101 males and 82 females; 120 exhibited unilateral symptoms, while 63 showed bilateral symptoms, with a mean age of 56.20±9.78 years(range 29-81 years). The types of visual field defects observed were varied: 90 eyes(36.6%)had diffuse loss, 63 eyes(25.6%)experienced inferior hemifield loss, 32 eyes(13.0%)displayed ring scotomas, 22 eyes(8.9%)had arcuate scotomas, 11 eyes(4.5%)presented with quadrant defects, 15 eyes(6.1%)had sectorial or wedge defects, and 13 eyes(5.3%)showed superior hemifield loss. The BCVA(LogMAR)and VFI of patients with diffuse visual field loss were poorer than patients with other types of visual defects(all P<0.05). There were statistically significant differences in visual field defects among patients of different genders and ages(all P<0.05). However, history of hypertension, diabetes, hyperlipidemia, sleep apnea and other systemic diseases, history of smoking and alcohol, and course of disease did not show specificity in the NAION visual field(all P>0.05).CONCLUSION:NAION manifests with a broad spectrum of visual field impairments across different genders, age, and levels of visual functionality. Extensive future research is necessary to identify additional reasons influencing the types of visual field damage in NAION.

Objective To understand the clinical applicability and implementation of expert consensus on the implementation and removal of protective restraints in psychiatry,and to provide references for promoting the standardized practice of psychiatric protective restraints and updating the consensus.Methods By the convenience sampling method,a questionnaire survey was conducted among nurses from 480 hospitals in 30 provinces from June 15 to July 15,2024.The survey was conducted using the instrument for evaluating clinical applicability of guide-lines(version 2.0)and a self-compiled questionnaire on the clinical implementation of the restraint consensus.Results A total of 7,844 valid questionnaires were collected,with a valid questionnaire recovery rate of 93.78％.The results of clinical applicability scoring showed that the consensus had the lowest availability score(64.72％)and the highest acceptability score(76.74％).The results showed that nurses' receiving training and the level of their hospitals were the main influencing factors for scores in various dimensions(P＜0.05).4,774 participants(87.42％)believed that the application of consensus could enhance the standardization of nurses' restraint operations.The safety rate of the restraint consensus was 79.51％,and the economic ratio was 76.87％.Among the evaluators,1,739(22.17％)believed that there were implementation obstacles in the consensus.Conclusion The clinical applicability of the consensus is relatively good,and the application of the consensus helps to improve the standardization of clinical operations.In the future,efforts should be made to strengthen the promotion and training of the consensus,develop hierarchical promotion strategies according to the characteristics of medical institutions,and improve the quality of evidence for the consensus,so as to further enhance the clinical application effect of the consensus.

Objective:To observe the clinical characteristics of non arteritic anterior ischemic optic neuropathy (NAION) in patients of different genders.Methods:A retrospective clinical analysis. A total of 183 cases (246 eyes) of NAION with complete diagnosis and treatment confirmed by Departments of Neuro-ophthalmology/Acupuncture and Moxibustion of Eye Hospital, China Academy of Chinese Medical Sciences from June 2018 to December 2023 were included. Among them, 101 cases (138 eyes) were male and 82 cases (108 eyes) were female. Their age was (59.2±9.8) years. The number of right and left eyes were 120 and 126, respectively. The patient's gender, age, disease course, history of hypertension, history of diabetes, history of hyperlipidemia, history of smoking and drinking, best corrected visual acuity (BCVA), intraocular pressure, and peripapillary Retinal Nerve Fiber Layer (pRNFL) thickness were recorded in detail. Visual field defects were classified into diffuse defects, ring scotoma, fan-shaped or wedge-shaped defects, upper and lower half defects, arcuate scotoma, and quadrantanopia. Logistic regression analysis was utilized to determine whether gender was an independent factor affecting the degree of visual field impairment in NAION.Results:Compared with female patients, male patients showed earlier onset age, a shorter interval between binocular onsets, a higher morbidity rate of hyperlipidemia, and a higher proportion with history of smoking and drinking, with statistically significant differences ( P<0.05). There was no statistically significant difference in disease duration, intraocular pressure, pRNFL thickness, and intraocular perfusion pressure between patients of different genders ( P>0.05). Female patients exhibited better BCVA than male patients, but the difference was not statistically significant ( P>0.05). The degree of visual field impairment in female patients was significantly better than that in males. Males' visual field defects were mostly in the lower half, while females' defects were mostly of arcuate scotoma, with statistically significant differences ( P<0.05). The results of multiple logistic regression analysis showed that the gender of male was an independent risk factor for severe visual field impairment in NAION patients (odds ratio=2.936, 95% confidence interval 1.275-6.763, P=0.011). Conclusions:Male NAION patients have an earlier onset age and a shorter interval between the initial and contralateral eye onset. Male patients exhibit a more severe degree of visual field impairment, which is mostly manifested as lower half visual field defect. While female patients tend to develop arcuate scotoma. After adjusting for other influencing factors, the gender of male remains an independent risk factor for severe visual impairment in NAION patients.

Bladder paraganglioma is a rare neuroendocrine tumor, accounting for only 0.05% of all bladder tumors. This article reports the diagnosis and treatment of a 16-year-old male patient with acute hemorrhage secondary to a giant bladder paraganglioma(approximately 10 cm in maximum diameter). Preoperative imaging evaluation suggested locally advanced disease, and the patient subsequently received three cycles of neoadjuvant chemotherapy with temozolomide. He patient's blood tests revealed hemorrhagic shock. During the waiting period of surgery, hemostasis was successfully achieved through emergency transarterial embolization. Subsequently, the patient underwent emergency radical cystectomy combined with orthotopic ileal neobladder reconstruction under general anesthesia and recovered well after surgery. Postoperative pathological examination confirmed the diagnosis of bladder paraganglioma, with positive immunohistochemical staining for succinate dehydrogenase subunit B and a Ki-67 proliferation index of 3%. At the 6-week follow-up, the patient's blood pressure and endocrine parameters had returned to normal, with a satisfactory quality of life. This case demonstrates that a multidisciplinary team approach can effectively integrate expertise from various specialties to formulate comprehensive and systematic treatment plans, which is crucial for ensuring successful management of such complex cases.

BACKGROUND: Hemorrhagic stroke (HS) is associated with significant disability and mortality. However, the relationship between meteorological factors and hemorrhagic stroke, as well as the potential moderating role of these factors, remains unclear. METHODS: Daily data on HS, air pollution, and meteorological conditions were collected from January 2015 to December 2021 in Ganzhou to analyze the relationship between meteorological factors and HS admissions. This analysis employed a time-stratified case-crossover design in conjunction with a distributional lag nonlinear model. Additionally, a bivariate response surface modelling was utilized to further investigate the interaction between meteorological factors and particulate matter. The study also stratified the analyses by gender and age. To investigate the potential impact of extreme weather conditions on HS, this study defined the 97.5th percentile as representing extremely high weather conditions, while the 2.5th percentile was classified as extremely low. RESULTS: In single-day lags, the risk of admissions for HS was significantly associated with extremely low temperature (lag 1-2 and lag 13-14), extremely low humidity (lag 1 and lag 9-12), and extremely high precipitation (lag 2-7). Females exhibited greater susceptibility to extremely low temperature than males within the single-day lag pattern in the subcomponent layer, with a maximum relative risk (RR) that was 7% higher. In the cumulative lag analysis, the risk of HS admissions was significantly associated with extremely high temperature (lag 0-8∼lag 0-14), extremely low humidity (lag 0-2∼lag 0-14), and extremely high precipitation (lag 0-4∼lag 0-14). Within the cumulative lag day structure of the subcomponent layer, both extremely low and extremely high temperature had a more pronounced effect on females and aged ≥65 years. The risk of HS admissions was positively associated with extremely high barometric pressure in the female subgroups (lag 0-1 and lag 0-2). The highest number of HS admissions occurred when high PM_2.5 concentrations coexisted with low precipitation. CONCLUSIONS Meteorological factors were significantly associated with the risk of hospital admissions for HS. Individuals who were female and aged ≥65 years were found to be more susceptible to these meteorological influences. Additionally, an interaction was observed between airborne particulate matter and meteorological factors. These findings contributed new evidence to the association between meteorological factors and HS.
China/epidemiology* ; Humans ; Female ; Male ; Aged ; Middle Aged ; Cross-Over Studies ; Hospitalization/statistics & numerical data* ; Adult ; Hemorrhagic Stroke/etiology* ; Meteorological Concepts ; Weather ; Particulate Matter/analysis* ; Air Pollution/adverse effects* ; Environmental Exposure/adverse effects* ; Aged, 80 and over ; Young Adult

Objective To understand the clinical applicability and implementation of expert consensus on the implementation and removal of protective restraints in psychiatry,and to provide references for promoting the standardized practice of psychiatric protective restraints and updating the consensus.Methods By the convenience sampling method,a questionnaire survey was conducted among nurses from 480 hospitals in 30 provinces from June 15 to July 15,2024.The survey was conducted using the instrument for evaluating clinical applicability of guide-lines(version 2.0)and a self-compiled questionnaire on the clinical implementation of the restraint consensus.Results A total of 7,844 valid questionnaires were collected,with a valid questionnaire recovery rate of 93.78％.The results of clinical applicability scoring showed that the consensus had the lowest availability score(64.72％)and the highest acceptability score(76.74％).The results showed that nurses' receiving training and the level of their hospitals were the main influencing factors for scores in various dimensions(P＜0.05).4,774 participants(87.42％)believed that the application of consensus could enhance the standardization of nurses' restraint operations.The safety rate of the restraint consensus was 79.51％,and the economic ratio was 76.87％.Among the evaluators,1,739(22.17％)believed that there were implementation obstacles in the consensus.Conclusion The clinical applicability of the consensus is relatively good,and the application of the consensus helps to improve the standardization of clinical operations.In the future,efforts should be made to strengthen the promotion and training of the consensus,develop hierarchical promotion strategies according to the characteristics of medical institutions,and improve the quality of evidence for the consensus,so as to further enhance the clinical application effect of the consensus.

Objective:To observe the clinical characteristics of non arteritic anterior ischemic optic neuropathy (NAION) in patients of different genders.Methods:A retrospective clinical analysis. A total of 183 cases (246 eyes) of NAION with complete diagnosis and treatment confirmed by Departments of Neuro-ophthalmology/Acupuncture and Moxibustion of Eye Hospital, China Academy of Chinese Medical Sciences from June 2018 to December 2023 were included. Among them, 101 cases (138 eyes) were male and 82 cases (108 eyes) were female. Their age was (59.2±9.8) years. The number of right and left eyes were 120 and 126, respectively. The patient's gender, age, disease course, history of hypertension, history of diabetes, history of hyperlipidemia, history of smoking and drinking, best corrected visual acuity (BCVA), intraocular pressure, and peripapillary Retinal Nerve Fiber Layer (pRNFL) thickness were recorded in detail. Visual field defects were classified into diffuse defects, ring scotoma, fan-shaped or wedge-shaped defects, upper and lower half defects, arcuate scotoma, and quadrantanopia. Logistic regression analysis was utilized to determine whether gender was an independent factor affecting the degree of visual field impairment in NAION.Results:Compared with female patients, male patients showed earlier onset age, a shorter interval between binocular onsets, a higher morbidity rate of hyperlipidemia, and a higher proportion with history of smoking and drinking, with statistically significant differences ( P<0.05). There was no statistically significant difference in disease duration, intraocular pressure, pRNFL thickness, and intraocular perfusion pressure between patients of different genders ( P>0.05). Female patients exhibited better BCVA than male patients, but the difference was not statistically significant ( P>0.05). The degree of visual field impairment in female patients was significantly better than that in males. Males' visual field defects were mostly in the lower half, while females' defects were mostly of arcuate scotoma, with statistically significant differences ( P<0.05). The results of multiple logistic regression analysis showed that the gender of male was an independent risk factor for severe visual field impairment in NAION patients (odds ratio=2.936, 95% confidence interval 1.275-6.763, P=0.011). Conclusions:Male NAION patients have an earlier onset age and a shorter interval between the initial and contralateral eye onset. Male patients exhibit a more severe degree of visual field impairment, which is mostly manifested as lower half visual field defect. While female patients tend to develop arcuate scotoma. After adjusting for other influencing factors, the gender of male remains an independent risk factor for severe visual impairment in NAION patients.

Aortic stenosis(AS)is a structural change in aortic valve caused by congenital or acquired factors,and its incidence increases with age.Transcatheter aortic valve replacement(TAVR)is a safe and feasible minimally invasive treatment for severe AS.Since it was first approved by FDA in 2011 for severe AS which cannot be treated surgically,its indications have been extended to AS patients with low to moderate surgical risk.The placed prosthetic valves could compress the atrioventricular conduction system at the aortic root,leading to the development of postoperative cardiac conduction abnormalities,for which permanent pacemaker implantation(PPMI)is a treatment option.And post-TAVR PPMI is closely related to the prognosis of AS patients.Therefore,this article reviews predictors of conduction dysfunction and PPMI after TAVR.

Vaccination is the most effective measure for reducing and preventing influenza and related complications. In this study, we analyzed the mutation trend and the antigen dominant site changes of the amino acid sequence of hemagglutinin subunit 1 (HA1) of human influenza A virus (IAV) in the northern hemisphere from 2012 to 2022. According to the HA1 sequences of A/Darwin/6/2021 (H3N2) and A/Wisconsin/588/2019 (H1N1) recommended by the World Health Organization in the 2022 influenza season in northern hemisphere, we employed the mosaic algorithm to design three Mosaic-HA1 antigens through stepwise substitution. Mosaic-HA1 was expressed and purified in 293F cells and then mixed with the alum adjuvant at a volume ratio of 1:1. The mixture was used to immunize BALB/c mice, and the immunogenicity was evaluated. Enzyme-linked immunosorbent assay showed that Mosaic-HA1 induced the production of IgG targeting two types of HA1, the specific IgG titers for binding to H3 protein and H1 protein reached 10⁵ and 10³ respectively. The challenge test showed that Mosaic-HA1 protected mice from H3N2 or H1N1. This study designs the vaccines by recombination of major antigenic sites in different subtypes of IAV, giving new insights into the development of multivalent subunit vaccines against influenza.
Animals ; Influenza A Virus, H1N1 Subtype/genetics* ; Influenza A Virus, H3N2 Subtype/genetics* ; Mice, Inbred BALB C ; Mice ; Influenza Vaccines/genetics* ; Hemagglutinin Glycoproteins, Influenza Virus/genetics* ; Humans ; Antibodies, Viral/blood* ; Antigens, Viral/genetics* ; Immunoglobulin G/immunology* ; Female ; Orthomyxoviridae Infections/prevention & control* ; HEK293 Cells