Current experimental and computational methods have limitations in accurately and efficiently classifying ion channels within vast protein spaces. Here we have developed a deep learning algorithm, GPT2 Ion Channel Classifier (GPT2-ICC), which effectively distinguishing ion channels from a test set containing approximately 239 times more non-ion-channel proteins. GPT2-ICC integrates representation learning with a large language model (LLM)-based classifier, enabling highly accurate identification of potential ion channels. Several potential ion channels were predicated from the unannotated human proteome, further demonstrating GPT2-ICC's generalization ability. This study marks a significant advancement in artificial-intelligence-driven ion channel research, highlighting the adaptability and effectiveness of combining representation learning with LLMs to address the challenges of imbalanced protein sequence data. Moreover, it provides a valuable computational tool for uncovering previously uncharacterized ion channels.

Objective To investigate the number, distribution, and types of radiation of non-medical radiation institutions in Hebei Province, China, and to explore the current radiation protection in the employing units and occupational health management of radiation workers in 2022. Methods A questionnaire survey was conducted in the non-medical institutions engaged in nuclear technology application in Hebei Province, and different types of employing units were selected to monitor the radioactivity level in the workplace. Results A total of 681 non-medical institutions engaged in radiation technology application completed the survey, covering all cities with subordinate districts in the province, including 1605 radioactive devices, 2960 active devices, 45 non-uranium metal mines, and 14 non-sealed workplaces. A total of 8617 radiation workers were surveyed, with a personal dose monitoring rate of 70.9%, a radiation protection training rate of 61.1%, and an occupational health examination rate for radiation workers of 59.3%. A total of 614 radiation protection monitoring instruments were provided, with a personal protective equipment allocation rate of 51.1% and a personal dose alarm device allocation rate of 51.8%. The radiation occupational hazardous factor testing was completed for 54 workplaces, and the results were all qualified. Conclusion There are still significant deficiencies in personal dose monitoring in the radiation work units in non-medical institutions and occupational health examination in the radiation work units in our province. The health administrative departments should strengthen health supervision and law enforcement, enhance radiation protection and skill training for employers, and more effectively control the impact of radiation hazards on personnel health.

AIM: To evaluate the clinical efficacy of corneal stromal lenticule-combined accelerated transepithelial corneal collagen cross-linking(SC-A-TE-CXL)in the treatment of severe keratoconus.METHODS: Prospective before-after self-control study. A total of 10 cases(14 eyes)of severe keratoconus with the thinnest corneal thickness(including epithelium)less than 400 μm were collected from March 2019 to July 2022 at the ophthalmology department of Affiliated Eye Hospital of Nanjing Medical University. Among them, 8 males(12 eyes)and 2 females(2 eyes)were treated with SC-A-TE-CXL. Corneal curvature, uncorrected visual acuity(UCVA), best corrected visual acuity(BCVA), the thinnest corneal thickness(TCT), central corneal thickness(CCT), non-contact intraocular pressure, endothelial cell density(ECD)and anterior or posterior elevations at the thinnest point before surgery and at 1, 3, 6 and 12 mo postoperatively were observed and recorded, as well as corneal cross-linking depth at 1 mo postoperatively.RESULTS: UCVA and BCVA at 1, 3, 6, and 12 mo after SC-A-TE-CXL were higher than those preoperatively, but there were no differences(F=0.793, P=0.535; F=0.783, P=0.542). K1, K2, Km and Kmax decreased at each time point postoperatively compared with those preoperatively, but there were no differences(F=0.627, P=0.574; F=1.264, P=0.296; F=0.727, P=0.520; F=1.115, P=0.359). Anterior and posterior elevations at the thinnest point both decreased compared with those preoperatively, but the differences were not statistically significant(F=1.046, P=0.359; F=1.164, P=0.337). The non-contact intraocular pressure at each time point postoperatively was higher than that preoperatively, but the differences were not statistically significant(F=0.814, P=0.522). There were no differences in CCT and TCT at any time points of the follow-ups compared with those preoperatively(F=0.931, P=0.453; F=0.782, P=0.542). There was no difference in ECD at 12 mo postoperatively versus preoperative value(t=1.266, P=0.228). At 1 mo postoperatively, anterior segment optical coherence tomography(AS-OCT)exhibited an increase of density in the anterior stroma, and there was a demarcation line with an average depth of 124.07±25.13 μm.CONCLUSION: SC-A-TE-CXL can be considered as a surgical treatment for severe keratoconus, which can delay the progression of severe keratoconus with high safety. However, the long-term efficacy of this treatment requires further observation.

Objective To observe the abnormal brain activity in patients with migraine without aura(MwoA)with MRI.Methods Fifty MwoA patients(MwoA group)and 46 healthy volunteers(control group)were prospectively enrolled.Functional MRI(fMRI)was performed to observe the dynamic regional homogeneity(dReHo)of brain regions,then brain regions with differences of dReHo value between groups were extracted,and correlations with clinical scales were analyzed.Results Compared with control group,dReHo values of surrounding cortex of bilateral calcarine fissure and right middle occipital gyrus increased,of right middle temporal gyrus,right middle frontal gyrus and left cuneus decreased in MwoA group(GRF correction,voxel level all P＜0.005,cluster level all P＜0.05).The weight analysis showed that brain regions with top 3 absolute weight values were surrounding cortex of right calcarine fissure,left cuneus and right middle occipital gyrus.dReHo value of surrounding cortex of left calcarine fissure in MwoA patients was negative correlated with self-rating depression scale(SDS)(r=-0.28,P=0.04).Conclusion Abnormalities in the upward transmission pathway of visual information existed in MwoA patient,especially in surrounding cortex of right calcarine fissure,left cuneus and right middle occipital gyrus.

Objective : To investigate the prevalence of hepatitis C virus (HCV) and syphilis among drug users (DUs) in Inner Mongolia Autonomous Region. Methods : DUs' epidemiological data were collected from 5 national AIDS surveillance sentinels in Inner Mongolia Autonomous Region in 2021 through the National HIV/AIDS Sentinel Surveillance Data Management System, and sexual behaviors, DU behaviors, HIV testing and behavioral interventions were descriptively analyzed. The factors affecting the HCV and syphilis infections were identified among DUs using a multivariable logistic regression model. Results : A total of 2 019 DUs were enrolled, with a mean age of (43.32±9.88) years. Among the participants, there were 1 958 males (96.98%), 1 830 with local registered residence (90.64%), 1 038 with marriage/cohabitation (51.41%), 1 410 with an educational level of junior high school and above (69.84%), and 1 884 with Han Ethnicity (93.36%). There were 1 605 DUs with use of conventional drugs (79.49%), 283 with use of new drugs (14.02%) and 131 with use of mixed drugs (6.49%), and there were 340 DUs with injection drug use (16.84%), including 41 that shared the needles (12.06%). There were 460 DUs with commercial sexual behaviors in the past year (22.78%). The percentage of HCV and syphilis positive was 23.63% and 3.81%, respectively, while no HIV positive case was detected. In addition, multivariable logistic regression analysis showed that age (40 years- , OR=3.747, 95%CI: 2.161-6.497; 50 years and older, OR=5.302, 95%CI: 3.064-9.177), local registered residence (OR=3.409, 95%CI: 1.935-6.008), use of conventional drugs (OR=1.477, 95%CI: 1.035-2.108), and injection drugs (OR=2.700, 95%CI: 2.067-3.527) caused an increased risk of HCV infections among DUs, and divorced/widowed (OR=3.413, 95%CI: 1.463-7.962) and non-local registered DUs (OR=2.404, 95%CI: 1.304-4.433) had an increased risk of syphilis infections. Conclusions Middle-aged men are predominant DUs in national AIDS surveillance sentinels in Inner Mongolia Autonomous Region, and the prevalence of HCV and syphilis infections correlates with age, household registration, marital status, type of drugs used and route of drug use.

Objective: To investigate the prevalence of hepatitis C virus (HCV) infections among five high-risk populations in Inner Mongolia Autonomous Region, so as to provide insights into improvements in the control strategy for hepatitis C. Methods: The detection of anti-HCV antibody was collected from patients receiving renal dialysis, patients receiving invasive diagnosis and treatment in hospitals, physical examination populations, unpaid blood donors and subjects admitted to family planning clinics in national hepatitis C surveillance sentinels in Inner Mongolia Autonomous Region from 2013 to 2021, and the year-, gender- and age-specific prevalence of anti-HCV antibody was analyzed. Results: The mean prevalence of anti-HCV antibody was 2.19%, 1.81%, 0.05%, 0.10% and 0.03% among 3 600 patients receiving renal dialysis, 3 600 patients receiving invasive diagnosis and treatment in hospitals, 18 000 physical examination populations, 18 000 volunteer blood donors and 3 600 subjects admitted to family planning clinics, respectively. The prevalence of anti-HCV antibody appeared a tendency towards a decline among patients receiving renal dialysis (χ2trend=49.065, P<0.001) and volunteer blood donors (χ2trend=11.419, P=0.001). The prevalence of anti-HCV antibody was higher among male patients receiving invasive diagnosis and treatment in hospitals than among females (2.34% vs. 1.36%; χ2=4.826, P=0.028), and no gender-specific prevalence of anti-HCV antibody was seen among other four high-risk populations (all P>0.05). The highest prevalence of anti-HCV antibody was detected among patients receiving renal dialysis (3.30%) and patients receiving invasive diagnosis and treatment in hospitals at ages of 50 to 59 years (3.35%), while the highest prevalence was found among physical examination populations at ages of 60 years and greater (0.18%). Conclusion The prevalence of anti-HCV antibody was high among patients receiving renal dialysis and patients receiving invasive diagnosis and treatment in hospitals and low among physical examination populations, volunteer blood donors and subjects admitted to family planning clinics in Inner Mongolia Autonomous Region from 2013 to 2021. Periodical monitoring of anti-HCV antibody is recommended among the elderly.

In order to improve the management level of medicine list of medical institutions in China ，and help medical institutions build a medicine list of medical institutions with reasonable drug use structure ，standardized adjustment procedures ， convenient operation and application and scientific evaluation methods ，so as to meet the needs of clinical rational drug use to the greatest extent ，with the support of the Pharmaceutical Care Professional Committee of the Chinese Pharmaceutical Association ， China-Japan Friendship Hospital and the First Affiliated Hospital of University of Science and Technology of China （Anhui Provincial Hospital ）jointly initiate and complete Guideline for the Evaluation of Medicine List in Chinese Medical Institutions jointly with a number of medical institutions. In strict accordance with the methodological requirements of World Health Organization standard guidelines ，based on the Delphi method ，the guideline formulation working group has constructed the quality evaluation index system and quantitative scoring table of medicine list management in medical institutions from the 5 dimensions of organization and management ，structure，adjustment，application and e valuation of the list. It is used to help medical institutions evaluate the quality of their medicine list management ，so asto play a positive role in the fine management of medicine list in medical institutions.

Objective To develop an ultra-high performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) method to simultaneously detect the contents of gallic acid, syringin, phellodendrine, aesculin and rhein in the gallnut lotion. Methods An UPLC- MS/MS method was established. Separation was performed on an Agilent Poroshell 120 EC-C₁₈(2.1 mm×150 mm, 2.7 μm)with a gradient mobile phase system of 0.2% formic water-acetonitrile solution. The flow rate was 0.3 ml/min. The temperature of column was 30 ℃. The injection volume was 2 μl. The MS detection was in dynamic MRM mode. Results gallic acid, syringin, phellodendrine, aesculin and rhein were successfully separated using this method, with good linear relationship as the ranges of 153.8-15380、10.31-1031、5.265-526.5、50.70-5070、1.054-105.4 ng/ml, respectively. The precision, repeatability, stability and recovery were good. Conclusion This UPLC-MS/MS method is stable, rapid, and reproducible., It is suitable for detecting the contents of gallic acid, syringin, phellodendrine, esculetin and in the gallnut lotion.

Objective: To explore the clinical effect of bulk-fill composite resin combined with transparent preformed crowns for aesthetic restoration of deciduous incisor of children. Methods: A predesigned clinical prospective randomized controlled research method was used to select 90 patients (123 teeth). The random number table method was divided into three groups: A, B, and C. Group A was treated with a bulk-fill composite resin of SF (SonicFill) combined with a transparent preformed crown (41 teeth in 30 cases), and group B was treated with a large block of Tetric N-Ceram Bulk Fill Composite resin combined with transparent preformed crowns (39 teeth in 29 cases). Group C was treated with 3M Z350 XT universal nano resin combined with transparent preformed crowns (43 teeth in 31 cases). The visual analog scale (VAS) and the modified USPHS standard were used to evaluate the completeness, marginal steps, marginal discoloration, surface condition, secondary caries and satisfaction of the parents with prostheses after 12 months. Results : Twelve months after the operation, the evaluation indexes of group A were better than those of group B and group C, and the differences were statistically significant, including edge integrity (χ2=10.847, P=0.028), edge step (χ2=7.799, P=0.020), edge discoloration (χ2=10.391, P=0.034), surface state (χ2=11.476, P=0.021), and secondary caries (χ2=10.447, P=0.034). The satisfaction of parents in group A on the overall contour (χ2=10.238, P=0.037), shape and texture (χ2=11.521, P=0.021) were better than those in group B and group C, and the differences were statistically significant. There was no significant difference in the evaluation of color satisfaction among the three groups (χ2=0.990, P=0.610). Conclusion SonicFill bulk-fill composite resin combined with transparent preformed crown is good for short-term aesthetic restoration of deciduous incisor, and parental satisfaction is high.

Objective:To discuss the diagnostic methods, clinical features and treatment options of bronchogenic cysts.Methods:A total of 86 patients with bronchogenic cysts and 5 patients with esophageal cysts and esophageal cysts were selected from January 2011 to May 2020 in the Affiliated Tumor Hospital of Harbin Medical University. There were 37 males and 49 females with bronchogenic cysts, aged 23 to 70(49.27±10.70)years old. According to the location of the disease, the patients were divided into mediastinal type(65 cases, 75.6%); intrapulmonary type(21 cases, 24.4%); bronchogenic cyst originating from the esophagus(9 cases, 10.5%).Results:The preoperative diagnosis coincidence rate was 9.3% in 8 cases. The rate of thoracoscopic surgery(59.3% in 51 cases), compared with the indwelling time of thoracic drainage tube after thoracotomy[(3.80±1.25) days vs.(4.97±1.54)days, P<0.001] and hospital stay[(7.08±1.75) days vs.(9.60±2.58)days, P<0.001] significantly shortened. 65 cases(71.4%, 65/91) were successfully followed up, with a median follow-up time of 34(2-111) months, and no recurrence was found. Conclusion:Bronchial cysts have no characteristic clinical manifestations, and it is difficult to make a clear diagnosis before surgery. Chest MRI has a great advantage in the diagnosis of cysts. For most cases, thoracoscopic surgery can achieve better clinical treatment results and has minimally invasive advantages. It is difficult to distinguish between bronchogenic cysts that originated in the esophagus and esophageal cysts, and there is no significant difference in clinical characteristics.