ObjectiveTo construct and evaluate various machine learning models for predicting the risk of chronic obstructive pulmonary disease （COPD） in individuals， thereby providing data support for early screening and intervention. MethodsA total of 823 subjects were selected for this study， comprising 142 individuals in the high-risk group for COPD and 681 individuals in the low-risk group. Data collected included demographic characteristics， smoking history， symptoms （such as cough and shortness of breath）， and scores from the Chronic obstructive pulmonary disease screening questionnaire. Four machine learning algorithms—Logistic regression， random forest， support vector machine， and XGBoost—were utilized to construct risk prediction models. The performance of these models was assessed using 5-fold cross-validation， with evaluation metrics including accuracy， precision， recall， F1-score， area under the receiver operating characteristic curve （AUC）， and average precision （AP）. Furthermore， a feature importance analysis was performed. ResultsThe Logistic Regression model exhibited superior performance， achieving an AUC of 0.982 and an AP of 0.939. This was closely followed by the Random Forest model， which recorded an AUC of 0.975 and an AP of 0.890. Feature importance analysis revealed that smoking history， symptoms of shortness of breath， and body weight were significant predictors. All models demonstrated robust performance in identifying low-risk populations； however， variations were observed in their efficacy in identifying high-risk populations. ConclusionMachine learning models have proven effective in identifying individuals at high risk for COPD. Among these， the Logistic regression model exhibits the best overall performance， efficiently identifying high-risk populations and serving as a valuable clinical auxiliary screening tool. Various models， each with distinct performance characteristics， are suited to different clinical screening scenarios， thereby offering targeted decision-making support for the establishment of a hierarchical and intelligent COPD screening pathway.

Diabetic cardiomyopathy (DCM) is a medical condition characterized by cardiac remodeling and dysfunction in individuals with diabetes mellitus. Sarcoplasmic reticulum (SR) and mitochondrial Ca²⁺ overload in cardiomyocytes have been recognized as biological hallmarks in DCM; however, the specific factors underlying these abnormalities remain largely unknown. In this study, we aimed to investigate the role of a cardiac-specific long noncoding RNA, D830005E20Rik (Trdn-as), in DCM. Our results revealed the remarkably upregulation of Trdn-as in the hearts of the DCM mice and cardiomyocytes treated with high glucose (HG). Knocking down Trdn-as in cardiac tissues significantly improved cardiac dysfunction and remodeling in the DCM mice. Conversely, Trdn-as overexpression resulted in cardiac damage resembling that observed in the DCM mice. At the cellular level, Trdn-as induced Ca²⁺ overload in the SR and mitochondria, leading to mitochondrial dysfunction. RNA-seq and bioinformatics analyses identified calsequestrin 2 (Casq2), a primary calcium-binding protein in the junctional SR, as a potential target of Trdn-as. Further investigations revealed that Trdn-as facilitated the recruitment of METTL14 to the Casq2 mRNA, thereby enhancing the m⁶A modification of Casq2. This modification increased the stability of Casq2 mRNA and subsequently led to increased protein expression. When Casq2 was knocked down, the promoting effects of Trdn-as on Ca²⁺ overload and mitochondrial damage were mitigated. These findings provide valuable insights into the pathogenesis of DCM and suggest Trdn-as as a potential therapeutic target for this condition.
Animals ; Diabetic Cardiomyopathies/pathology* ; RNA, Long Noncoding/genetics* ; Myocytes, Cardiac/metabolism* ; Mice ; Calsequestrin/genetics* ; Calcium/metabolism* ; Male ; Sarcoplasmic Reticulum/metabolism* ; Methyltransferases/metabolism* ; Mice, Inbred C57BL ; Mitochondria, Heart/metabolism* ; Disease Models, Animal ; Mitochondria/metabolism*

Image 1.

[Purpose]To analyze the trends of incidence and age at onset of leukemia in Jiangsu cancer registration areas from 2009 to 2019.[Methods]The continuous monitoring data of leukemia from 2009 to 2019 were collected from 16 cancer registries in Jiangsu Province.All datasets were checked and evaluated based on data quality control criteria and were included in the analysis.Crude incidence rate(CIR),age-standardized incidence rate by Chinese standard population(ASIRC),the average annual percentage change(AAPC),the standardized average age at onset,the changes in the age structure of incidence and the changes in the birth cohort by year were calculated.[Results]The incidence rate of leukemia significantly increased from 5.22/105 in 2009 to 7.88/105 in 2019,with a significant upward trend(for CIR,AAPC=4.95％,95％CI:3.82％～6.09％;for ASIRC,AAPC=2.97％,95％CI:1.52％～4.43％).The incidence rates were in-creased in all age groups and increased with the birth cohort by years.There was a tendency of backward shift for the age composition of the population,with the increasing of composition for those over 60 years old.The mean age at onset increased from 48.62 years old in 2009 to 57.96 years old in 2019,with a backward shift in the mean age(β=0.773,P＜0.001),and the mean age at onset increased with the year only in rural areas after standardization(β=0.428,P=0.017).[Conclusion]Leukemia incidence rate in Jiangsu Province increased from 2009 to 2019,and the age at onset has shifted backwards.It's important to strengthen the early prevention and control of leukemia.

Health communication aims to improve public health attitudes and behaviors by propagating health information. It plays an important role in promoting public health literacy and "Healthy China Initiative". The basic theories of health communication include "7 W" and Theory of Planned Behavior. Clinicians with profound medical expertise and a wealth of clinical practice play key roles in the communication, and they hold an unparalleled advantage in health communication by delivering authoritative and trustworthy information to the public. The capacity of health communication among clinicians in the nation is determined by various factors including professional characteristics, policy support, dissemination platforms and pathways, time and effort. Meanwhile, some problems in the research on the health communication capacity of clinicians remain, such as lack of well-established motivation systems, limited dissemination pathways, and imperfect evaluation frameworks. In some regions of China, health communication performance has been considered as part of the professional title evaluation for clinical physicians. Medical institutions and universities have also initiated relevant training and practice programs. It is crucial to improve evaluation frameworks, strengthen training pathways and effectiveness assessment, promote interdisciplinary integration, and enhance the role of clinicians in health communication in the future.

Background China is a major coal producer and consumer country in the world. Coal workers' pneumoconiosis (CWP) is a primary factor endangering the occupational health of coal miners. Research on the disease burden of CWP and its changing trend is significant for disease prevention & control and associated policies. Objective To analyze the disease burden of CWP in China from 1990 to 2021 and its changing trend, and predict the disease burden from 2022 to 2035. Methods Using the Global Burden of Disease Study (GBD) database of 2021, numbers ofincident cases, prevalent cases, deaths, and disability-adjusted life years (DALYs) as well as crude and age-standardized rates of CWP in China were retrieved. Linear regression model was used to calculate the estimated annual percentage change (EAPC) of the age-standardized rates. Joinpoint regression model was used to analyze the temporal trend of disease burden and the disease burden of different sexes and age groups, and Bayesian age-period-cohort (BAPC) model was used to forecast the trend of CWP disease burden. Results In 1990, the incident, prevalent, and deaths cases of CWP in China were 3266, 18872, and 1561, respectively, and the DALYs of CWP were 44614.718 person-years. In 2021, the incident, prevalent, and deaths cases of CWP were 3446, 23975, and 1229, respectively, and the DALYs of CWP were 29610.754 person-years. From 1990 to 2021, the age-standardized incidence, prevalence, mortality, and DALYs rates of CWP in China all showed a downward trend, with the EAPCs of −3.121%, −2.532%, −4.018%, and −4.268%, respectively. The disease burden of CWP in China was mainly concentrated in the male population. The annual average percent change analysis indicated that each standardized rate showed a fluctuating downward trend in different periods. The BAPC model showed that from 2022 to 2035, the age-standardized rates of CWP in China would continue to decline steadily. In 2035, the age-standardized incidence, prevalence, mortality, and DALYs rates of CWP would be reduced to 0.10 per 100000, 0.74 per 100000, 0.03 per 100000, and 0.74 per 100000, respectively. Conclusion The disease burden contributed by CWP in China generally show a downward trend from 1990 to 2021, and it is expected that the age-standardized rates will continue to decline steadily from 2022 to 2035.

Objective To explore the application effect of blood pressure management based on the health belief model in patients with moyamoya disease after cerebral vascular reconstruction sur-gery.Methods From February to July 2024,210 patients with moyamoya disease who underwent cerebral vascular reconstruction surgery in our hospital were selected as study subjects.They were randomly divided into control group and intervention group,with 105 cases in each group.The control group received routine nursing care,while the intervention group applied blood pressure management based on the health belief model on the basis of routine nursing care.The postoperative cerebral hy-perperfusion syndrome and blood pressure control status of the two groups were compared,and the Health Belief Scale and the Mishel Uncertainty in Illness Scale were used to evaluate the effects before and after intervention.Results A total of 203 patients completed the study,including 100 cases in the control group and 103 cases in the intervention group.There were statistically significant differ-ences in the incidence of cerebral hyperperfusion syndrome and the proportion of patients with blood pressure higher than baseline data between the two groups(P＜0.05).After the intervention,there were statistically significant differences in the postoperative cerebral hyperperfusion syndrome status and blood pressure control status between the two groups(P＜0.05).After intervention,there were statistically significant differences in the scores of susceptibility and health motivation dimensions as well as the total score in the Health Belief Scale between the intervention group and the control group(P＜0.05).After the intervention,there were statistically significant differences in the scores of ambiguity and unpredictability dimensions as well as the total score in the Mishel Uncertainty in Ill-ness Scale between the intervention group and the control group(P＜0.05).Conclusion Blood pressure management based on the health belief model can effectively control blood pressure,reduce the incidence of cerebral hyperperfusion,improve health beliefs,and reduce the sense of uncertainty about the disease.

Phase angle, as an indicator in bioelectrical impedance analysis, can reflect the integrity of cell membranes and the overall health status of cells. In the clinical management of breast cancer patients, the phase angle has a significant correlation with the nutritional status, muscle quality and prognosis of patients. In view of its unique role in these key aspects, phase angle is gradually becoming an effective tool to evaluate the postoperative recovery and treatment response of breast cancer patients. Although the application of phase angle is still in the initial exploration stage, and faces the challenges of lack of uniformity of measurement standards and complexity of clinical interpretation, its potential evaluation value in the field of breast cancer treatment is gaining increasing attention.

Objective To explore the effects and mechanisms of bone marrow mesenchymal stem cells(BMSCs)in regulating microglial polarization on neuropathic pain in rats with sciatic nerve branch-selective injury(SNI).Methods Fifty SD rats were randomly divided into five groups with ten rats in each group;sham group(rats only exposed sciatic nerve without ligation),SNI group(SNI model was estab-lished),BMSCs group[rats were injected with BMSCs(1×106)through the sheath for 3 days after SNI modeling],BMSCs+sh-NC group[rats were intrathecally injected with BMSCs(1×106)and intrathecally injected with knock-down control(adenovirus 2.5×107 IU)for 3 days after SNI modeling],and BMSCs+sh-YY1 group[rats were intrathecally injected with BMSCs(1×106)and intrathecally injected with YY1 knockdown adenovirus(2.5×107 IU)for 3 days after SNI modeling].Neuropathic pain was assessed using paw withdrawal threshold(PWT)and paw withdrawal thermal latency(PWTL)following mechanical stimulation.Immunofluorescence was used to detect the expression of CD86,CD206,iNOS,and Arg1 in the rat spinal cord tissues.Western blotting was used to measure the expression of YY1 and KLF4 in spinal cord tissue.Results Compared with sham group,the values of PWTL and PWT in the SNI group significantly reduced(both P<0.05).In spinal cord tissue,the positive rates of iNOS and CD86 protein increased,whereas the positive rates of CD206 and Arg1 protein and the expression of YY1 and KLF4 decreased(all P<0.05).Compared with the SNI group,the values of PWTL and PWT in the BMSCs and BMSCs+sh-NC groups increased(all P<0.05),the positive rate of CD86 protein in the spinal cord decreased,whereas the positive rate of CD206 protein and the expression of YY1 and KLF4 increased(all P<0.05).Also,the positive rate of iNOS protein in the spinal cord tissue decreased and the positive rate of Arg1 increased in the BMSCs group(all P<0.05).Compared with the BMSCs and BMSCs+sh-NC groups,the PWTL and PWT values in the BMSCs+sh-YY1 group decreased(all P<0.05).The positivity rate of CD86 protein increased,the positivity rate of CD206 protein decreased,and the expression of YY1 and KLF4 decreased in the spinal cord tissue(all P<0.05).Conclusion Intrathecal injection of BMSCs promotes M2 polarization of microglia in the spinal cord and relieves neuropathic pain in rats with SNI,and its mechanism may be related to the upregulation of KLF4 expression mediated by YY1.

Objective To explore the strategy of percutaneous balloon compression under local anesthesia for the treatment of primary trigeminal neuralgia.Methods Sixty patients with primary trigeminal neuralgia who underwent percutaneous puncture balloon compres-sion surgery at the Third Affiliated Hospital of Jinzhou Medical University between August 2018 and August 2022 were randomly divided into three groups.Group A received 2％lidocaine(1 mL)before puncturing the foramen ovale and 0.5％lidocaine(0.5 mL)after punc-turing the skull,group B received 2％lidocaine(1 mL)before puncturing the foramen ovale and 0.25％lidocaine(0.5 mL)after entering the skull,and group C received 2％lidocaine(0.5 mL)externally and 0.25％lidocaine 0.5 mL upon intracranial injection.The pain and trigeminal-cardiac reflex as well as postoperative facial pain and numbness experienced by the patients were recorded.Results No statistically significant differences in the Visual Analogue Scale(VAS)scores among the groups were observed before surgical puncture.At the time before foramen ovale puncture,the VAS score and incidence of trigeminal-cardiac reflex in group C were significantly higher than those in groups A and B(P＜0.05).No statistically significant differences were observed among the three groups during balloon com-pression(P＞0.05).After 6 and 12 months of follow-up,no statistically significant differences were observed in the degree of facial pain and numbness among the three groups of patients(P＞0.05).Conclusion A sufficient volume(2％lidocaine,1 mL)of local anesthetic should be administered to ensure an analgesic effect and suppress adverse reflexes before puncturing the foramen ovale.During balloon compression,a low-concentration local anesthetic(0.25％lidocaine,0.5 mL)can also achieve analgesic effects and significantly suppress adverse reflexes.Notably,various local anesthesia methods have no long-term effects.