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 explore the clinical application of preimplantation genetic testing for monogenic disorders (PGT-M) in an unique case with Spinal muscular atrophy (SMA) type 2+ 0.Methods:A special SMA family presented at the Third Affiliated Hospital of Guangzhou Medical University on October 19, 2020 was selected as the study subject. Multiple ligation-dependent probe amplification (MLPA) and molecular tagging linkage analysis were carried out to identify the SMN1 genotype of the couple and their fetus. Subsequently, next-generation sequencing (NGS), molecular tagging linkage analysis, and chromosomal microarray analysis were employed to determine the haplotypes and validate the result of PGT-M on the 11 embryos derived for the couple. Results:The female partner was identified as a carrier of the rare SMN1[2+ 0] variant, and prenatal diagnosis confirmed the fetus to be affected by SMA. Ultimately, PGT-M has successfully selected four embryos free from the pathogenic SMN1 variants and X chromosome deletion. Conclusion:PGT-M can effectively prevent the transmission of rare genetic variants such as the SMA 2+ 0 subtype in the families. Above finding has provided guidance for genetic counseling and family planning for the couple.

Objective:To investigate the clinical efficacy of pentoxifylline sequential therapy combined with rasagiline and levodopa in the treatment of elderly patients with symptoms of Parkinson disease (PD), and the influence on hemorheology and serum Toll-like receptor 4 (TLR4) signaling pathway downstream related inflammatory factors.Methods:A prospective study method was used to select 90 elderly patients with PD with fluctuating symptoms who were admitted to the Eighth People′s Hospital of Hebei Province from June 2021 to October 2022 as research objects. The patients were divided into observation group and control group with 45 cases in each group according to random number table method. The observation group was treated with pentoxifylline sequential therapy combined with rasagiline and levodopa. The control group was treated with rasagiline combined with levodopa. The clinical efficacy of the two groups was compared. The unified Parkinson disease rating scale (UPDRS), Montreal cognitive assessment scale (MoCA), Berg balance scale (BBS) and 39-item Parkinson disease quality of life questionnaire (PDQ-39) were scored before and after treatment. Hemorheology indexes and serum levels of related inflammatory factors downstream of TLR4 signaling pathway, including whole blood high viscosity (HBV), whole blood low shear viscosity (LBV), plasma viscosity (PV), fibrinogen (FIB); TLR4, interleukin (IL)-1β, IL-6, tumor necrosis factor (TNF) -α, were detected before and after treatment in both groups. The adverse reactions of the two groups were compared.Results:The total effective rate in observation group was significantly higher than that in control group: 93.33% (42/45) vs. 77.78% (35/45), and there was statistical difference ( P<0.05). After treatment, the UPDRS mental activity and emotional disorders, daily living ability, motor function, motor complications scores and PDQ-39 score of the two groups were significantly lower than before treatment, the MoCA and BBS scores were significantly higher than before treatment, and the improvement was more significant in the observation group, there were statistical differences ( P<0.05). After treatment, HBV, LBV, PV and FIB in the observation group were significantly decreased compared with those before treatment: (6.52 ± 0.92) mPa·s vs. (7.25 ± 1.24) mPa·s, (11.45 ± 1.24) mPa·s vs. (14.13 ± 1.64) mPa·s, (1.55 ± 0.17) mPa·s vs. (1.88 ± 0.22) mPa·s, (3.25 ± 0.47) g/L vs. (3.82 ± 0.52) g/L, and there were statistical differences ( P<0.05). There were no significant differences in hemorheology indexes of control group before and after treatment ( P>0.05). After treatment, serum levels of TLR4, IL-1β, IL-6 and TNF-α in both groups were significantly decreased compared with those before treatment, and the indexes in observation group were significantly lower than those in control group: (2.07 ± 0.18) ng/L vs. (2.58 ± 0.21) ng/L, (1.42 ± 0.17) ng/L vs. (2.28 ± 0.25) ng/L, (1.56 ± 0.22) ng/L vs. (2.42 ± 0.28) ng/L, (46.31 ± 3.17) ng/L vs. (54.34 ± 3.65) ng/L, and the differences were statistically significant ( P<0.05). There was no significant difference in the incidence of adverse reactions between the two groups ( P>0.05). Conclusions:Pentoxifylline sequential therapy combined with rasagiline and levodopa can effectively improve the hemorheology of elderly patients with PD accompanied by symptom fluctuations, reduce the levels of related inflammatory factors downstream of serum TLR4 signaling pathway, and improve clinical efficacy.

Objective Analyze the implementation effects of the specialized disease management policy(hereinafter re-ferred to as the policy)to provide reference for strengthening operational management and enhancing the integration of business and finance in public hospitals.Methods Patient information of inpatients from a large comprehensive tertiary hospital from Jan-uary 2022 to June 2023 was collected.Four out of ten single diseases focused on by the national tertiary public hospital perform-ance assessment were included in the study group for specialized disease management,while the remaining six were used as the control group.A difference-in-differences model was adopted to analyze the changes in relevant indicators such as per capita inpa-tient expenses,average length of stay,per capita drug expenses,per capita consumable expenses,and per capita examination and treatment expenses before and after the policy implementation.Additionally,the effects of policy implementation were further analyzed based on different medical insurance types.Results A total of 22 457 patients were included,with 5 879 patients in the study group(3 164 cases before policy implementation and 2 715 cases after policy implementation),and 19 741 patients in the control group.The difference-in-differences model analysis showed that after the policy implementation,per capita inpatient expenses for specialized disease management patients decreased by 32.7％,average length of stay decreased by 31.4％,drug ex-penses decreased by 49.5％,consumable expenses decreased by 24.2％,and examination and treatment expenses decreased by 29.2％.Moreover,compared to patients under non-Wuhan medical insurance,patients under Wuhan medical insurance experi-enced a greater reduction in related indicators.Conclusion The implementation of the policy effectively reduces the burden on patients seeking medical care,improves medical treatment efficiency,contributes to hospital refined management methods,deep-ens the integration of business and finance,and facilitates the transition towards leaner operations.

Objective:To summarize the clinical treatment of complete left bundle branch block (CLBBB) after the transcatheter closure of ventricular septal defect (VSD).Methods:A case series study was conducted on the treatments and outcomes of 25 children with CLBBB after transcatheter VSD closure in Guangdong Provincial People′s Hospital from January 2010 to December 2023.Paired sample t test was used to evaluate the effect of occlude removal. Results:Among the 25 patients, 12 were males (48%), and 13 were females (52%).The age at surgery was 3.18 (2.51-3.86) years, the height before surgery was 95.0 (90.0-97.5) cm, and the weight before surgery was 13 (12-15) kg.Fourteen children were early-onset cases (≤ 1 month), while the other 11 were late-onset cases (> 1 month).The mean follow-up time was (6.63±3.93) years.Of the 14 early-onset cases, 6 children underwent occluder removal within 1 month and restored normal heart rhythm or incomplete right bundle branch block; 4 children underwent occluder removal after 1 month, of whom 2 recovered, 1 remained CLBBB, and 1 had complete atrioventricular block (CAVB); the other 4 children received drug treatment, of whom 2 had normal heart rhythm, 1 had left anterior fascicular block, and 1 died of cardiac shock and heart failure.All the 11 late-onset cases were first treated by drugs, of whom 3 recovered, and the other 8 remained CLBBB.One of the 8 cases received occluder removal at 8 months after surgery and recovered, 1 had CAVB, and the other 6 remained CLBBB.Conclusions:For patients with CLBBB after transcatheter closure of VSD, drug therapy is not always effective, and CLBBB is easy to recur.Therefore, occluder removal is recommended to be done immediately after CLBBB is discovered.Patients with persistent CLBBB should be followed up regularly, and pacemaker implantation may be performed if necessary.

Chronic prostatitis is a common and frequently occurring disease in male clinics. Due to the diverse symptoms， complex etiology， unclear mechanisms， and recurrent episodes of chronic prostatitis， Western medicine often faces the challenge of limited treatment options and unsatisfactory outcomes. In order to fully leverage the unique advantages of traditional Chinese medicine （TCM） in the treatment of chronic prostatitis， the China Association of Chinese Medicine organized a discussion among experts from the fields of TCM urology， Western urology， and related pharmacy. The experts focused on the advancements in the understanding of chronic prostatitis in modern medicine， various theories on the etiology， pathogenesis， and treatment of chronic prostatitis in TCM， entry points from interdisciplinary fields， the role and advantages of TCM in the comprehensive management of chronic prostatitis， and research into mechanisms related to chronic prostatitis. After discussions， the experts concluded that chronic prostatitis is one of the diseases where TCM has a distinct advantage. TCM can effectively improve the clinical syndromes of chronic prostatitis， including urinary issues， social psychology， organ specificity， infection， nervous system problems， pain and discomfort， sexual dysfunction， etc.， and can enhance the quality of life. For patients with chronic prostatitis who cannot tolerate or may not accept the adverse effects of Western medicine， as well as for those with non-inflammatory chronic prostatitis/chronic pelvic pain syndrome （CP/CPPS）， those with pain as the primary symptom， those with urinary tract symptoms， those with coexisting anxiety and depression， and those with abnormal semen liquefaction， TCM-based treatment can be the main approach. Currently， the optimal diagnosis and treatment strategy for chronic prostatitis has not yet been established， and further research from perspectives such as clinical epidemiology， evidence-based medicine， and molecular biology is needed. Both TCM and Western medicine should integrate their respective strengths， clarify the role and advantages of TCM interventions based on mutual reference， and improve the diagnosis and treatment standards for chronic prostatitis in China.

Objective To analyze the problems existing in the homogenization management of multi-branch hospitals based on the annual performance assessment data,and provide reference for promoting the high-quality development of public hospital branch districts.Methods Based on the Performance Assessment Operation Manual of National Tertiary Public Hospitals(2022 edition),10 indicators including the proportion of discharged patients undergoing surgery and the proportion of fourth-level surgery were screened,and the functional positioning,quality and safety,revenue and expenditure structure,and cost control of 4 hospitals of a certain medical institution from 2022 to 2023 were descriptively analyzed.Results The CMI value and the proportion of discharged surgery in the main hospital were significantly better than those in the branch hospitals,and there was no significant difference in the medical quality indicators of the four hospitals,and the operation efficiency of the branch hospital with outstanding specialty characteristics was better than that of other hospitals.Conclusion Public hospitals pay more attention to the"big specialty,small comprehensive"mode in the layout of branch districts,pay more attention to the quality control management at the specialty level in medical quality management,and strengthen the benefit analysis of different hospitals in the same specialty in operation management.

Objective To analyze the problems existing in the homogenization management of multi-branch hospitals based on the annual performance assessment data,and provide reference for promoting the high-quality development of public hospital branch districts.Methods Based on the Performance Assessment Operation Manual of National Tertiary Public Hospitals(2022 edition),10 indicators including the proportion of discharged patients undergoing surgery and the proportion of fourth-level surgery were screened,and the functional positioning,quality and safety,revenue and expenditure structure,and cost control of 4 hospitals of a certain medical institution from 2022 to 2023 were descriptively analyzed.Results The CMI value and the proportion of discharged surgery in the main hospital were significantly better than those in the branch hospitals,and there was no significant difference in the medical quality indicators of the four hospitals,and the operation efficiency of the branch hospital with outstanding specialty characteristics was better than that of other hospitals.Conclusion Public hospitals pay more attention to the"big specialty,small comprehensive"mode in the layout of branch districts,pay more attention to the quality control management at the specialty level in medical quality management,and strengthen the benefit analysis of different hospitals in the same specialty in operation management.

Objective To investigate the effect of spleen on hepatic macrophages mediated activation of hepatic stellate cells(HSCs)in mice with liver fibrosis.Methods Eighteen male C57BL/6 mice were randomly divided into three groups.Mice in Group A and Group B were injected intraperitoneally with CCl4 to establish liver fibrosis mouse model,while those in Group C were injected with corn oil as normal control.Four weeks later,mice with liver fibrosis received splenectomy(Spx)or sham operation(Sham),respectively.After continuous injection for 2 weeks,liver homogenates(L-Homo)were prepared and liver cells were isolated from the three groups.Expressions of IL-1β,IL-13,TGF-β,TNF-α,PDGF-β and VEGF in the liver homogenates of the three groups were detected by Luminex multifactor analysis.The expressions of these cytokines in liver macrophages(L-Mψ)and other non-parenchymal cells of Sham and Spx mice were analyzed by Real-time quantitative PCR(RT-qPCR)and flow cytometry.Macrophage cell line RAW264.7 or bone marrow-derived macrophages(BMDMs)were treated with liver homogenates from the Sham and Spx groups.Then the differently treated RAW264.7 cells were analyzed for mRNA expressions of cytokines and glutamine metabolism-related molecules by RT-qPCR,or transwell co-cultured with hepatic stellate cell line JS1.After co-culture,the survival and extracellular matrix expression of JS1 cells were analyzed.For comparison,Student's t test(between two groups)or one-way analysis of variance(among multiple groups)were used.Results Compared with normal control group,the concentrations of IL-1β,IL-13,TGF-β and TNF-α in the L-Homo of model group were significantly increased and showed higher levels in Sham group than in Spx group.Moreover,the hepatic macrophages were indicated as the major source of these cytokines.Consistently,macrophages treated with liver homogenate of Sham mice had increased expressions of IL-1β,TGF-β and TNF-α and glutaminase(GLS).After co-culture with macrophages treated with liver homogenate of Sham group rather than Spx group,JS1 expressed higher expressions of α-SMA and collagens.Conclusion The spleen is involved in regulating the secretion of cytokines by hepatic macrophages and enhancing their ability to activate hepatic stellate cells.

Objective To analyze the problems existing in the homogenization management of multi-branch hospitals based on the annual performance assessment data,and provide reference for promoting the high-quality development of public hospital branch districts.Methods Based on the Performance Assessment Operation Manual of National Tertiary Public Hospitals(2022 edition),10 indicators including the proportion of discharged patients undergoing surgery and the proportion of fourth-level surgery were screened,and the functional positioning,quality and safety,revenue and expenditure structure,and cost control of 4 hospitals of a certain medical institution from 2022 to 2023 were descriptively analyzed.Results The CMI value and the proportion of discharged surgery in the main hospital were significantly better than those in the branch hospitals,and there was no significant difference in the medical quality indicators of the four hospitals,and the operation efficiency of the branch hospital with outstanding specialty characteristics was better than that of other hospitals.Conclusion Public hospitals pay more attention to the"big specialty,small comprehensive"mode in the layout of branch districts,pay more attention to the quality control management at the specialty level in medical quality management,and strengthen the benefit analysis of different hospitals in the same specialty in operation management.