Objective To systematically evaluate the risk factors for postoperative delirium (POD) in patients undergoing pneumonectomy. Methods PubMed, Web of Science, Cochrane Library, CNKI, Wanfang, and VIP databases were searched from the inception to November 7, 2024 for cross-sectional studies, case-control studies, and cohort studies on POD in patients undergoing pneumonectomy. Two researchers independently screened the literature, extracted data, and evaluated the quality of the literature. RevMan 5.4.1 software was used for meta-analysis. The Newcastle-Ottawa Scale (NOS) was used to evaluate the quality of the literature. Results A total of 12 studies were included, with 5 574 patients. The NOS scores of the literature were all≥6 points. Meta-analysis results showed that age (≥60 years) [OR=2.43, 95%CI (2.01, 2.93), P<0.01], American Society of Anesthesiologists (ASA) classification (Ⅳ) [OR=8.74, 95%CI (5.23, 14.61), P<0.01], history of diabetes [OR=12.81, 95%CI (10.45, 15.71), P<0.01], history of cerebrovascular disease [OR=3.00, 95%CI (2.46, 3.67), P<0.01], depression [OR=7.27, 95%CI (5.46, 9.67), P<0.01], squamous cell carcinoma [OR=4.79, 95%CI (1.83, 12.51), P<0.01], malnutrition [OR=5.25, 95%CI (3.35, 8.25), P<0.01], sleep disorders [OR=2.79, 95%CI (2.28, 3.42), P<0.01], and duration of one-lung ventilation during surgery [OR=1.32, 95%CI (1.11, 1.57), P<0.01] were all risk factors for POD, while high body mass index (BMI) [OR=0.96, 95%CI (0.95, 0.97), P<0.01] was a protective factor for POD. Conclusion Age (≥60 years), ASA classification (Ⅳ), history of diabetes, history of cerebrovascular disease, depression, squamous cell carcinoma, malnutrition, sleep disorders, and duration of one-lung ventilation during surgery are independent risk factors for POD, while high BMI is a protective factor.

Objective To investigate the association of neuregulin 4(NRG4)and meteorin-like protein(Metrnl)with insulin resistance in patients with metabolic syndrome(MS).Methods From September to November 2023,totally 60 MS patients in Anhui No.2 Provincial People's Hospital were selected as MS group,and 60 physical examination healthy people were selected as control group.The changes of human mor-phological indicators,biochemical indicators,blood routine,NRG4,Metrnl,insulin resistance index(HOMA-IR)and other indicators in the two groups were observed,and the correlation between NRG4,Metrnl and HO-MA-IR and each index was analyzed,and the diagnostic value of NRG4 and Metrnl for MS was evaluated.Re-sults Compared with the control group,the levels of white blood cell count(WBC),alanine aminotransferase(ALT),uric acid(UA),triglyceride(TG),total cholesterol(TC),fasting insulin(FINS),HOMA-IR,body weight,body mass index(BMI),waist circumference,hip circumference,waist-hip ratio(WHR),and body fat ratio were significantly increased in MS group(P<0.05),however,high density lipoprotein cholesterol(HDL-C),NRG4,and Metrnl were significantly decreased(P<0.05).Spearman correlation analysis showed that serum NRG4 was positively correlated with Metrnl and HDL-C(P<0.05),and negatively correlated with TG,FINS,HOMA-IR,body weight,waist circumference,hip circumference,WHR,and ALT(P<0.05).Serum Metrnl was positively correlated with NRG4 and HDL-C(P<0.05),and negatively correlated with TG and hip circumference(P<0.05).Binary Logistic regression analysis showed that NRG4 and Metrnl were protective factors for MS(P<0.05).The receiver operating characteristic curve analysis showed that the sensitivity of NRG4,Metrnl,and their combination for diagnosing MS was 67%,41%,and 67%,respec-tively,the specificity was 71%,95%,and 86%,respectively,and the area under the curve was 0.713,0.635,and 0.787,respectively.Conclusion The levels of serum NRG4 and Metrnl are decreased in MS patients,and NRG4 is associated with insulin resistance.The combination of NRG4 and Metrnl has a certain diagnostic val-ue for MS.

Viral infectious diseases, characterized by their intricate nature and wide-ranging diversity, pose substantial challenges in the domain of data management. The vast volume of data generated by these diseases, spanning from the molecular mechanisms within cells to large-scale epidemiological patterns, has surpassed the capabilities of traditional analytical methods. In the era of artificial intelligence (AI) and big data, there is an urgent necessity for the optimization of these analytical methods to more effectively handle and utilize the information. Despite the rapid accumulation of data associated with viral infections, the lack of a comprehensive framework for integrating, selecting, and analyzing these datasets has left numerous researchers uncertain about which data to select, how to access it, and how to utilize it most effectively in their research.This review endeavors to fill these gaps by exploring the multifaceted nature of viral infectious diseases and summarizing relevant data across multiple levels, from the molecular details of pathogens to broad epidemiological trends. The scope extends from the micro-scale to the macro-scale, encompassing pathogens, hosts, and vectors. In addition to data summarization, this review thoroughly investigates various dataset sources. It also traces the historical evolution of data collection in the field of viral infectious diseases, highlighting the progress achieved over time. Simultaneously, it evaluates the current limitations that impede data utilization.Furthermore, we propose strategies to surmount these challenges, focusing on the development and application of advanced computational techniques, AI-driven models, and enhanced data integration practices. By providing a comprehensive synthesis of existing knowledge, this review is designed to guide future research and contribute to more informed approaches in the surveillance, prevention, and control of viral infectious diseases, particularly within the context of the expanding big-data landscape.
Big Data ; Humans ; Virus Diseases/virology* ; Artificial Intelligence

BACKGROUND:Research has demonstrated a close association between ferroptosis and vascular dementia.Tongmai Kaiqiao Pill has a certain effect on improving the cognitive function of vascular dementia patients,but its mechanism is unclear. OBJECTIVE:To explore the interventional effects and molecular mechanisms of Tongmai Kaiqiao Pill for vascular dementia based on the regulation of ferroptosis by the nuclear factor erythroid-2-related factor 2(Nrf2)/heme oxygenase-1(HO-1)/glutathione peroxidase 4(GPX4)signaling pathway. METHODS:Among eighty-four SD male rats,12 rats were used as the sham-operated group,and the rest of them were prepared as a model of vascular dementia by the modified 2-VO method,and then randomly divided into the model group,the Tongmai Kaiqiao Pills high-,moderate-,and low-dosage(27.6,13.8,and 6.9 g/kg)groups,the combined group(Tongmai Kaiqiao Pill high-dosage+ML385,20 mg/kg),and the donepezil hydrochloride group(0.45 mg/kg).The drug was given once a day by intragastric administration.The combined group was also intraperitoneally injected Nrf2 inhibitor ML385,once a day,for 4 weeks.Morris water maze was used to detect the learning memory ability of rats.Hematoxylin-eosin staining was used to observe the histopathological changes in the hippocampus of rats in each group.Colorimetric assay was used to detect the content of reduced glutathione,ferrous ion(Fe2+),and malondialdehyde in the serum of rats.Prussian blue staining was used to detect the iron deposition in the hippocampal tissue of rats.Transmission electron microscopy was used to observe the ultrastructural changes of mitochondria in rat hippocampal tissues.Western blot assay was used to detect the protein expression levels of Nrf2,HO-1,GPX4,XCT,and ferritin heavy chain 1(FTH1)in rat hippocampal tissues. RESULTS AND CONCLUSION:(1)In comparison to the sham operation,rats in the model group exhibited a significantly prolonged latency period(P<0.05)and a reduced number of platform crossings(P<0.05).Additionally,the hippocampal tissues of these rats displayed loosely organized structure,deeply stained cell nuclei,and solidified or lysed chromatin.Ferri ions aggregated in CA1 region.There were atrophied mitochondria with dissolved cristae and thickened mitochondrial membranes.Fe2+,malondialdehyde,and reduced glutathione levels in rat serum were found to be elevated(P<0.05).A significant reduction in the expression of GPX4,HO-1,XCT,Nrf2,and FTH1 proteins was detected in the hippocampus(P<0.05).(2)Compared to the model group,the average escape latency of the rats was significantly reduced following intervention with Tongmai Kaiqiao Pills and donepezil hydrochloride(P<0.05),with an increased number of platform crossings(P<0.05).Hippocampal neurons showed significant recovery.Notably,iron aggregation in the CA1 region was significantly reduced,and mitochondrial structure and function were improved.There were significant reductions in Fe2+and malondialdehyde levels,while the levels of GPX4,HO-1,XCT,Nrf2,and FTH1 in rat hippocampal tissues,and reduced glutathione in serum were significantly increased(P<0.05).(3)The high-dose Tongmai Kaiqiao Pills exhibited a treatment effect comparable to that of donepezil hydrochloride(P>0.05),with a significant prolongation of water maze escape latency(P<0.05),a reduced number of platform crossings(P<0.05),and insignificant neuronal pathological changes in the CA1 area.However,the combined group showed increased iron deposition,elevated malondialdehyde and Fe2+levels in blood serum(P<0.05),reduced glutathione content(P<0.05),hippocampal tissue mitochondrial atrophy,and reduced expression of Nrf2,XCT,HO-1,GPX4,and FTH1 proteins(P<0.05).Within a certain range,higher doses of Tongmai Kaiqiao Pills demonstrated a more pronounced effect,comparable to the efficacy of high-dose donepezil hydrochloride.(4)It is concluded that Tongmai Kaiqiao Pills have been shown to mitigate histopathological changes in the rat hippocampus and enhance cognitive function in rats with vascular dementia.The mechanism of action is likely associated with the suppression of ferroptosis through the activation of the Nrf2/HO-1/GPX4 signaling pathway.

Objective:To explore the clinical efficacy of suture-bridge techniques assisted by our self-designed novel auxiliary sleeve in arthroscopic repair of large rotator cuff tear.Methods:A retrospective analysis was conducted of the clinical data of 35 patients with large rotator cuff tear who had been treated by the arthroscopic suture-bridge technique assisted by our novel auxiliary sleeve at Department of Orthopaedics, The People’s Hospital of Shanxi Province from July 2022 to January 2024. The 35 patients were set as an observation group [14 males and 21 females with an age of (58.3±10.3) years]. According to a 1:1 ratio, another 35 patients with large rotator cuff tear who had been treated by simple arthroscopic suture-bridge technique from January 2021 to June 2022 were selected as a control group [15 males and 20 females with an age of (55.3±10.5) years]. The perioperative efficacy between the 2 groups was evaluated by comparing operation time, total length of incision, and disparity in hemoglobin level between preoperation and postoperative day 1. The American Shoulder and Elbow Surgeons (ASES) score, University of California, Los Angeles (UCLA) score, and visual analogue scale (VAS) pain score at 3 months after operation were compared between the 2 groups to evaluate the functional recovery and shoulder pain relief, and comparisons of the 3 scores were also made between preoperation and 3 months after operation in each group.Results:There were no statistically significant differences in the general preoperative data between the 2 groups, indicating comparability ( P > 0.05). The 70 patients were followed up for 5.7 (5.0, 7.0) months after operation. No such complications as recurrent rotator cuff tear, poor wound healing, infection, or anchor withdrawal occurred in either group after operation. The operation time in the observation group was 133.3 (120.0, 140.0) min, significantly shorter than 171.7 (140.0, 200.0) min in the control group ( P < 0.05). In the control group, the ASES and UCLA scores increased significantly from 29.1 (27.5, 31.4) points and 11.8 (10.0, 13.0) points before operation to 56.0 (51.9, 59.5) points and 24.6 (22.0, 27.0) points at 3-month follow-up, respectively, and the VAS pain score decreased significantly from preoperative 8.1 (7.0, 10.0) points to 2.0 (2.0, 2.0) points at 3-month follow-up ( P < 0.05). In the observation group, the ASES and UCLA scores increased significantly from 29.9 (29.1, 31.2) points and 12.6 (11.0, 14.0) points before operation to 58.8 (53.1, 62.2) points and 26.7 (25.0, 29.0) points at 3-month follow-up, respectively, and the VAS pain score decreased significantly from preoperative 8.0 (7.0, 9.0) points to 1.9 (2.0, 2.0) points at 3-month follow-up ( P < 0.05). At 3 months after operation, the UCLA score for the observation group was significantly better than that for the control group ( P < 0.05). There were no significant differences between the 2 groups in total length of incision, hemoglobin level disparity, ASES score or VAS pain score at 3 months after operation ( P > 0.05). Conclusion:In arthroscopic repair of large rotator cuff tear with suture-bridge techniques, application of our novel auxiliary sleeve can shorten operation time, simplify surgical procedures, and achieve good shoulder joint function and efficacy without increasing the length of surgical incision.

Objective To explore the short-term prognosis and risk factors for in-hospital mortality in patients with fulminant myocarditis induced refractory cardiogenic shock(FM-RCS)receiving veno-arterial extracorporeal membrane oxygenation(VA-ECMO)treatment,and to construct an early prognosis prediction model using relevant indicators.Methods A total of 61 FM-RCS patients treatment by VA-ECMO in the department of intensive care unit of the Second Affiliated Hospital of Zhengzhou University from January 2017 to February 2024,excluding 15 cases with age less than 18 years and 3 cases with ECMO treatment duration less than 24 hours,a total of 43 patients were finally included.Participants were stratified into survival(n=19)and mortality(n=24)groups according to discharge outcomes.Demographic data,chronic disease history,early laboratory indicators,left ventricular function indicators,and basic reference values of hemodynamics were systematically compared between the two groups.Variable selection was performed using LASSO regression,followed by multivariate COX regression analysis to screen independent risk factors for in-hospital mortality in ECMO-treatment FM-RCS patients.A nomogram prediction model was subsequently developed using R software and validated through calibration curves,concordance index(C-index),and receiver operator characteristic curve(ROC curve)analysis.Results The overall survival rate of the 43 enrolled patients was 44.2%,with 19 cases in the survival group and 24 cases in the mortality group.In early laboratory indicators,the survival group exhibited significantly lower levels of initial lactic acid(Lac),24-hour Lac(Lac 24 h),24-hour MB isoenzyme of creatine kinase(CK-MB 24 h),24-hour cardiac troponin T(cTnT 24 h),24-hour total bilirubin(TBil 24 h),24-hour serum creatinine(SCr 24 h),and lactate albumin ratio(LAR)compared to the mortality group[initial Lac(mmol/L):2.7(1.3,7.6)vs.9.2(5.9,14.0),Lac 24 h(mmol/L):2.4(2.0,3.6)vs.5.4(3.3,9.2),CK-MB 24 h(U/L):58.0(28.0,115.0)vs.167.7(68.5,280.3),cTnT 24 h(μg/L):0.53(0.37,2.41)vs.3.92(3.10,8.86),TBil 24h(μmol/L):18.3(9.9,37.8)vs.40.2(24.6,67.0),SCr 24 h(μmol/L):90.63±42.49 vs.177.76±70.76,LAR:0.09(0.04,0.23)vs.0.31(0.20,0.38),all P<0.05],serum albumin(Alb)levels were significantly higher in the survival group[g/L:36.0(31.9,39.2)vs.31.7(26.4,34.4),P<0.05].The mortality group had a higher incidence of malignant arrhythmias[66.7%(16/24)vs.31.6%(6/19),P<0.05].The LASSO regression model identified four non-zero coefficient variables-Lac 24 h,CK-MB 24 h,cTnT 24 h,and SCr 24 h-which were included in the subsequent multivariate COX regression analysis.The results demonstrated that Lac 24 h[hazard ratio(HR)and 95%confidence interval(95%CI)was 1.186(1.074-1.310),P<0.001]and cTnT 24 h(HR=1.230,95%CIwas 1.078-1.404,P=0.002)were independent risk factors for in-hospital mortality in VA-ECMO treatment FM-RCS patients.A predictive model constructed using these two indicators showed a C-index of 0.812,area under the curve(AUC)=0.941,with 91.7%sensitivity and 94.7%specificity.Furthermore,compared to the survival group,the mortality group exhibited significantly higher incidences of acute kidney injury[91.7%(22/24)vs.36.8%(7/19)]and hypoxic-ischemic encephalopathy[62.5%(15/24)vs.10.5%(2/19),both P<0.05].The mortality group also required greater transfusion volumes[mL:3 800(1 420,8 515)vs.1 200(400,3 020),P<0.05],but had shorter total hospitalization durations[days:7(3,13)vs.23(20,44),P<0.05].Conclusion For FM-RCS patients receiving VA-ECMO treatment,Lac 24 h and cTnT 24 h after ECMO initiation are independent predictors of in-hospital mortality.Clinicians should be vigilant about poor prognosis in FM-RCS patients with high Lac 24 h hours(>2.5 mmol/L)and cTnT 24 hours(>3.01 μg/L)after ECMO treatment.

Acute lateral ankle sprain (ALAS) is one of the most common sport injuries, with high incidence, recurrence and disability rates. Currently, exercise rehabilitation-based non-surgical treatment is the primary management approach for ALAS. However, there remain improper practices such as excessive immobilization or uncontrolled activity, which contribute to recurrent sprains and chronic ankle instability, significantly impairing patients′ athletic function and quality of life. To standardize the non-surgical management of ALAS, improve the cure rates, and reduce the recurrence and disability rates, Chinese Sports Rehabilitation Medicine Training Project of Chinese Medical Association, Foot and Ankle Basics and Orthopedics Group, Orthopedic Branch of Chinese Medical Doctor Association, and Sports Medicine Branch of Jiangsu Medical Association organized relevant experts to formulate Expert consensus on non-surgical treatment for acute lateral ankle sprain ( version 2025), following the principles of scientific vigor, practicality, and innovation. Thirteen recommendations were proposed for standardized treatment protocols across different healing phases, aiming to provide references for standard management of ALAS and improve the therapeutic outcomes.

Objective:To construct a scoring system for the main examination report of health examination and evaluate its effect.Methods:A historical control study design was used in this study. By sorting out the problems in 321 main examination reports from December 2023 by equal proportion random sampling method, the quality control plan of main examination report of 2024 was formulated and the "Quality Control Rating Table of Checkup Summary Report" was constructed, which included the principle of conclusion words, classification, sorting, dynamic comparison, disease analysis, health guidance, consistency, completeness, language expression, timeliness and physician. Each principle had its corresponding scoring standard, with a total score of 100 points, 91-100 classified as grade A, 61-90 classified as grade B, and≤60 classified as grade C. According to the "Quality Control Rating Table of Checkup Summary Report", 1 691 main examin reports from January to June 2024 were selected for analysis. In addition, the differences of those reports were analyzed according to categories of primary examination physicians in internal medicine and subspecialties.Results:Compared with December 2023, the proportion of grade A report in June 2024 increased by 111.3% ( χ2=133.38, P<0.001), while the proportion of grade B and C reports decreased by 84.7% ( χ2=61.82, P<0.001) and 97.6% ( χ2=42.36, P<0.001), respectively. In terms of scoring principles, compared with December 2023, the error rates of conclusion words, disease analysis, health guidance and consistency in June 2024 were improved by 54.9%, 46.7%, 62.9% and 100.0%, respectively ( χ2=27.68, 13.41, 48.34 and 7.84, all P<0.001). Additionally, compared with 2023, the total scores of the checkup summary reports of internal medicine and subspecialties in 2024 were increased by 6.8% ( t=-6.843, P<0.001) and 12.6% ( t=-5.321, P<0.001), respectively. Conclusion:The scoring system constructed through the"Quality Control Rating Table of Checkup Summary Report"is scientific, reasonable and practical, which can effectively improve the quality of the main examination report and has strong operability.

Objective:To explore the application effect of double-check standard process for ultrasound reports in health examinations.Method:A historical control study design was used in this study. A total of 11 909 health examination ultrasound reports from the Health Center of the First Affiliated Hospital of Zhengzhou University from February to April in 2021 were selected by systematic sampling method, the double-check standard process was adopted in those reports. The existing problems were categorized, organized and analyzed, and relevant measures for continuous quality improvement were formulated. Then, 13 939 and 15 833 health examination ultrasound reports from February to April in 2022 and 2023 respectively were selected for effect analysis.Results:Compared with those in February to April in 2021, the overall (double-check), initial check and secondary check ultrasound report accuracy rates in February to April in 2023 increased by 5.73%, 3.07% and 1.99%, respectively ( χ2=132.58, 46.80, 127.44, all P<0.001). In terms of trend changes, from February to April 2021 to February to April 2023, the error rates of the following five issues all showed a declining trend: misspellings, inconsistencies between descriptions and conclusion, need for doctor′s signature on the report, missing images, and errors in thyroid/breast color Doppler grading ( χ2=98.93, 30.13/14.59, 3.98, 14.6, all P<0.05). The error rate of ultrasound reports after continuous quality improvement was significantly lower than before. Conclusion:The double-check standard process for ultrasound reports in health examinations can effectively improve the quality of health examination ultrasound reports.

BACKGROUND:Ossification of the ligamentum flavum was previously considered to be rare in the population.As research has progressed,its incidence rate is increasing gradually,which has aroused the interest of a large number of researchers. OBJECTIVE:To visualize and analyze the research results on ossification of the ligamentum flavum from the Web of Science Core Collection since 1999 using bibliometric methods,and to review the research history of ossification of the ligamentum flavum,highlighting important literature,summarizing research hotspots,and providing ideas for researchers to find research directions. METHODS:Using the Web of Science Core Collection as the data source,relevant papers on ossification of the ligamentum flavum were searched and screened.VOSviewer 1.6.19 and CiteSpace 6.2.R6 were used to conduct the visual analysis of annual publication volume,research countries,institutions,citations,journals,authors,and keywords. RESULTS AND CONCLUSION:(1)A total of 347 papers were included.Since 1999,the number of published papers has increased in a spiral pattern.China's research started later than Japan's,but the number of publications has come up later,with Peking University being the institution with the most publications,and Prof.Chen Zhongqiang from Peking University being the scholar with the most publications.(2)Five of the 10 most frequently cited publications were related to the surgical treatment of the disease.(3)Excluding keywords directly related to the research topic and synthetically analyzing frequencies and betweenness centralities of key words,terms such as"thoracic myelopathy,""dural ossification,""minimally invasive surgery,"and"ossification of the posterior longitudinal ligament"occupied a central position in this field.(4)Keywords clustering analysis showed that clinical manifestations and surgical treatment of ossification of the ligamentum flavum accounted for a large proportion of study.(5)The timeline and burst analysis of keywords revealed that"minimally invasive surgery"appeared as a keyword around 2015,with the highest burst strength and the latest burst start time,and began to receive extensive attention from researchers in 2019.The burst of the keyword"dural ossification"has not yet ended.(6)Surgical treatment for ossification of the ligamentum flavum has been at the forefront of research.Development and research of minimally invasive surgery and research on dural ossification secondary to ossification of the ligamentum flavum are both current research hotspots and possible future research trends.