1.Three-Dimensional Foot Type Classification and Feature Extraction for Young Males Based on Multi-Fusion Algorithms
Xiaotian BAI ; Jingmin LIU ; Hongfeng HUO ; Pengfei WANG ; Mengyi WU ; Chong WANG ; Zeyu XING
Journal of Medical Biomechanics 2025;40(3):638-645
Objective To classify the foot types of young Chinese males,extract characteristic indicators of foot types,and construct a standard foot type database.Methods Foot type data from 1 483 healthy young male individuals were collected.Spectral clustering algorithm was utilized to categorize foot types,and a deep neural network(DNN)was employed for training the classification model.Layer-wise relevance propagation(LRP)and the correlation coefficient method were combined to extract foot type features,and the differences in various foot type characteristics were compared.Results Spectral clustering yielded 4 distinct foot type categories.Foot type 1 was characterized by a high-arched foot with a prominent big toe,inwardly rotated 5th toe,and a high heel with a wide foot;foot type 2 was characterized by a narrow foot with hallux valgus;foot type 3 was characterized by a low-arched foot with hallux valgus;foot type 4 was characterized by a high-arched foot with a prominent big toe.By integrating interpretable neural networks and the correlation coefficient method,nine indicators were extracted from 27 foot type indicators,including the heel to the sole length,hallux height,navicular bone height,lateral malleolus height,hallux valgus angle,5th toe angle,dorsal foot circumference,heel angle,and longitudinal arch angle.The classification model constructed with these extracted indicators achieved an overall discrimination accuracy rate of 93.67%.Conclusions Chinese young males can be classified into four typical foot types.By examining the rearfoot,midfoot,and forefoot regions,nine key foot morphology parameters,including length,height,circumference,and angle,can be extracted.These parameters provide both theoretical and empirical support for establishing normative data on foot morphology for Chinese young males and for advancing biomechanical researches on the foot and ankle.
2.Effect of low-molecular-weight heparin anticoagulant drugs in the treatment of venous thrombosis caused by viral pneumonia
Yu LIU ; Ye LI ; Pengcheng DUAN ; Yinmei LI ; Mengyi QIAO
China Modern Doctor 2025;63(18):64-67
Objective To compare the clinical efficacy of low-molecular-weight heparin anticoagulant drugs in the treatment of venous thrombosis caused by viral pneumonia.Methods The clinical data of 355 patients diagnosed with viral pneumonia patients in the First People's Hospital of Yunnan Province from December 2022 to February 2023 were collected by retrospective analysis.The patients were classified into moderate group(n=1 14),severe group(n=116),and critical group(n=125)based on the severity of viral pneumonia.The changes in coagulation indicators of the patients after treatment with low molecular weight heparin sodium injection,low molecular weight heparin calcium injection,and enoxaparin sodium injection were compared among three groups.Results Compared with before treatment,there was no statistically significant difference in white blood cells count among three groups of patients after treatment(P>0.05);The hypersensitive C-reactive protein levels of patients in moderate group and critical group decreased(P<0.05);The levels of D-dimer decreased in severe group and critical group of patients(P<0.05).After treatment with low-molecular-weight heparin calcium injection,the activated partial thromboplastin and prothrombin time of patients in severe group were shortened compared to before treatment,and the D-dimer levels of patients in severe group and critical group were reduced compared to before treatment,with statistical significance(P<0.05);After treatment with low-molecular-weight heparin sodium and enoxaparin,only critical group showed a significant decrease in D-dimer levels(P<0.05).Conclusion Low-molecular-weight heparin calcium injection has a stronger alleviating effect on blood hypercoagulability caused by elevated D-dimer levels than low-molecular-weight heparin sodium and enoxaparin,which is beneficial for relieving patients' hypercoagulability.
3.Construction and application of a quality control and improvement system for metabolic and bariatric surgery in Beijing
Peirong TIAN ; Mengyi LI ; Jingli LIU ; Rixing BAI ; Jingtao BI ; Guanglong DONG ; Yanmin DU ; Jiagang HAN ; Wei HAN ; Yong JIANG ; Yuanxin LI ; Zhifei LI ; Hongwei LIN ; Diangang LIU ; Yang LIU ; Fanqiang MENG ; Runhong NI ; Jinghai SONG ; Qiang XU ; Wenmao YAN ; Nengwei ZHANG ; Chaohui ZHONG ; Peng ZHANG ; Zhongtao ZHANG
Chinese Journal of Surgery 2025;63(7):624-629
Objective:To establish and assess the quality control and improvement system for metabolic and bariatric surgery in Beijing.Methods:Based on relevant documents from the National Health Commission and the Beijing Municipal Health Commission,and referencing the Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program (MBSAQIP) by the American Society for Metabolic and Bariatric Surgery,a quality control system was developed under the Beijing Quality Control and Improvement Center of Metabolic and Bariatric Surgery. The system incorporated on-site evaluations,data registration,and specialized training. From May to December 2023,on-site assessments were conducted at 21 hospitals in Beijing performing bariatric surgery,evaluating personnel qualifications,infrastructure,clinical workflows,and postoperative follow-up. A quality control database was created to collect real-time surgical data,and training was provided for data entry and professional skills. Assessment results were classified as excellent,qualified,or needing improvement,with rectification suggestions offered and follow-up visits conducted to track progress.Results:All 21 hospitals achieved a 100% compliance rate for surgical indications, 16 (76.2%) met standardized surgical operation criteria,and 14 (66.7%) had standardized postoperative management. However,only 5 (23.8%) achieved a 12-month postoperative follow-up rate of ≥60%,and 4 (19.1%) had established specialized databases. Key challenges included insufficient specialized staffing (19.1%), lack of multidisciplinary collaboration (47.6%), inadequate equipment (57.1%), and low follow-up rates (57.1%). The database collected data from over 2 000 patients across 111 fields. After rectification, specialized database coverage rose to 61.9% (13 hospitals). Multi-level training programs developed backbone physicians and specialized nurses,significantly addressing the shortage of specialized personnel.Conclusion:The quality control system established in this study,through the integration of on-site evaluation,data registration,and specialized training,effectively enhances the standardization of surgical practices and data management capabilities.
4.Life's Essential 8 scores, socioeconomic deprivation, genetic susceptibility, and new-onset chronic kidney diseases.
Panpan HE ; Huan LI ; Mengyi LIU ; Ziliang YE ; Chun ZHOU ; Yanjun ZHANG ; Sisi YANG ; Yuanyuan ZHANG ; Xianhui QIN
Chinese Medical Journal 2025;138(15):1835-1842
BACKGROUND:
The American Heart Association recently released a new cardiovascular health (CVH) metric, Life's Essential 8 (LE8), for health promotion. However, the association between LE8 scores and the risk of chronic kidney disease (CKD) remains uncertain. We aimed to explore the association of LE8 scores with new-onset CKD and examine whether socioeconomic deprivation and genetic risk modify this association.
METHODS:
A total of 286,908 participants from UK Biobank and without prior CKD were included between 2006 and 2010. CVH was categorized using LE8 scores: low (LE8 scores <50), moderate (LE8 scores ≥50 but <80), and high (LE8 scores ≥80). The study outcome was new-onset CKD, ascertained by data linkage with primary care, hospital inpatient, and death data. Cox proportional hazard regression models were used to investigate the association between CVH categories and new-onset CKD.
RESULTS:
During a median follow-up of 12.5 years, 8857 (3.1%) participants developed new-onset CKD. Compared to the low CVH group, the moderate (adjusted hazards ratio [HR], 0.50; 95% confidence interval [CI]: 0.47-0.53) and high CVH (adjusted HR, 0.31; 95% CI: 0.27-0.34) groups had a significantly lower risk of developing new-onset CKD. The population-attributable risk associated with high vs. intermediate or low CVH scores was 40.3%. Participants who were least deprived ( vs. most deprived; adjusted HR, 0.75; 95% CI: 0.71-0.79) and with low genetic risk of CKD ( vs. high genetic risk; adjusted HR, 0.89; 95% CI: 0.85-0.94) had a significantly lower risk of developing new-onset CKD. However, socioeconomic deprivation and genetic risks of CKD did not significantly modify the relationship between LE8 scores and new-onset CKD (both P -interaction >0.05).
CONCLUSION
Achieving a higher LE8 score was associated with a lower risk of developing new-onset CKD, regardless of socioeconomic deprivation and genetic risks of CKD.
Humans
;
Renal Insufficiency, Chronic/epidemiology*
;
Male
;
Female
;
Middle Aged
;
Genetic Predisposition to Disease/genetics*
;
Aged
;
Risk Factors
;
Adult
;
Proportional Hazards Models
;
Socioeconomic Factors
5.Burden of pulmonary arterial hypertension in Asia from 1990 to 2021: Findings from Global Burden of Disease Study 2021.
Shenshen HUANG ; Jiayong QIU ; Anyi WANG ; Yuejiao MA ; Peiwen WANG ; Dong DING ; Luhong QIU ; Shuangping LI ; Mengyi LIU ; Jiexin ZHANG ; Yimin MAO ; Yi YAN ; Xiqi XU ; Zhicheng JING
Chinese Medical Journal 2025;138(11):1324-1333
BACKGROUND:
Pulmonary arterial hypertension (PAH) presents a significant health burden in Asia and remains a critical challenge. This study aims to delineate the PAH burden in Asia from 1990 to 2021.
METHODS:
Using the latest data from the Global Burden of Disease 2021, we evaluated and analyzed the distributions and patterns of PAH disease burden among various age groups, sexes, regions, and countries in Asia. Additionally, we examined the associations between PAH disease burden and key health system indicators, including the socio-demographic index (SDI) and the universal health coverage (UHC) index.
RESULTS:
In 2021, there were 25,989 new PAH cases, 103,382 existing cases, 13,909 PAH-associated deaths, and 385,755 DALYs attributed to PAH in Asia, which accounted for approximately 60% of global PAH cases. The age-standardized rates (ASRs) for prevalence and deaths were 2.05 (95% uncertainty interval [UI]: 1.66-2.52) per 100,000 population and 0.31 (95% UI: 0.23-0.38) per 100,000 population, respectively. From 1990 to 2021, Asia reported the lowest ASRs for PAH prevalence but the highest ASRs for deaths compared to other continents. While the ASRs for prevalence increased slightly, ASRs for mortality and DALYs decreased over time. This increasing burden of PAH was primarily driven by population growth and aging. The burden was especially pronounced among individuals aged ≥60 years and <9 years, who collectively accounted for the majority of deaths and DALYs. Moreover, higher SDI and UHC levels were linked to reduced incidence, but higher prevalence rates.
CONCLUSIONS
Although progress has been made in reducing PAH-related mortality and DALYs, the disease continues to impose a substantial burden in Asia, particularly among older adults and young children. Region-specific health policies should focus on improving early diagnosis, expanding access to treatment, and effectively addressing the growing PAH burden in the region.
Humans
;
Global Burden of Disease
;
Male
;
Female
;
Middle Aged
;
Adult
;
Asia/epidemiology*
;
Prevalence
;
Aged
;
Pulmonary Arterial Hypertension/mortality*
;
Adolescent
;
Young Adult
;
Child
;
Child, Preschool
;
Infant
;
Hypertension, Pulmonary/epidemiology*
6.Coronary artery stenosis associated with right ventricular dysfunction in acute pulmonary embolism: A case-control study.
Yuejiao MA ; Jieling MA ; Dan LU ; Yinjian YANG ; Chao LIU ; Liting WANG ; Xijie ZHU ; Xianmei LI ; Chunyan CHENG ; Sijin ZHANG ; Jiayong QIU ; Jinghui LI ; Mengyi LIU ; Kai SUN ; Xin JIANG ; Xiqi XU ; Zhi-Cheng JING
Chinese Medical Journal 2025;138(16):2028-2036
BACKGROUND:
The potential impact of pre-existing coronary artery stenosis (CAS) on right ventricular (RV) function during acute pulmonary embolism (PE) episodes remains underexplored. This study aimed to investigate the association between pre-existing CAS and RV dysfunction in patients with acute PE.
METHODS:
In this multicenter, case-control study, 89 cases and 176 controls matched for age were enrolled at three study centers (Peking Union Medical College Hospital, Fuwai Hospital, and the Second Affiliated Hospital of Harbin Medical University) from January 2016 to December 2020. The cases were patients with acute PE with CAS, and the controls were patients with acute PE without CAS. Coronary artery assessment was performed using coronary computed tomographic angiography. CAS was defined as ≥50% stenosis of the lumen diameter in any coronary vessel >2.0 mm in diameter. Conditional logistic regression analysis was used to evaluate the association between CAS and RV dysfunction.
RESULTS:
The percentages of RV dysfunction (19.1% [17/89] vs. 44.6% [78/176], P <0.001) and elevated systolic pulmonary artery pressure (sPAP) (19.3% [17/89] vs. 39.5% [68/176], P = 0.001) were significantly lower in the case group than those in the control group. In the multivariable logistic regression model, CAS was independently and negatively associated with RV dysfunction (adjusted odds ratio [OR]: 0.367; 95% confidence interval [CI]: 0.185-0.728; P = 0.004), and elevated sPAP (OR: 0.490; 95% CI: 0.252-0.980; P = 0.035), respectively.
CONCLUSIONS
Pre-existing CAS was significantly and negatively associated with RV dysfunction and elevated sPAP in patients with acute PE. This finding provides new insights into RV dysfunction in patients with acute PE with pre-existing CAS.
Humans
;
Pulmonary Embolism/complications*
;
Case-Control Studies
;
Male
;
Ventricular Dysfunction, Right/physiopathology*
;
Female
;
Middle Aged
;
Aged
;
Coronary Stenosis/complications*
;
Logistic Models
;
Adult
7.Visualized analysis of research hotspots and trends in shared decision-making in cardiovascular disease nursing based on CiteSpace
Hang WANG ; Mengyi CAI ; Meng XIU ; Fei YANG ; Chenwei WANG ; Xue LIU ; Weiying ZHANG
Chinese Journal of Modern Nursing 2025;31(22):3010-3017
Objective:To explore the current status, research hotspots, and development trends of shared decision-making in the field of cardiovascular disease nursing, and to provide a reference for future research.Methods:Relevant literature on shared decision-making in cardiovascular disease nursing published up to October 31, 2024, was retrieved from the Web of Science Core Collection and China National Knowledge Infrastructure. CiteSpace 6.4.R1 software was used for visualized analysis.Results:A total of 2 748 publications were identified, including 2 446 in English and 302 in Chinese. The overall number of publications has shown an increasing trend. Research hotspots include quality of life, palliative care, machine learning, and artificial intelligence. The emerging trend involves integrating evidence-based approaches with artificial intelligence technologies to build scientific evidence frameworks that support patients in making optimal decisions.Conclusions:Research on shared decision-making in cardiovascular disease nursing has been increasing year by year but remains largely concentrated in developed countries. Future studies should draw on international research frontiers while considering China's national and cultural contexts, enhance academic exchange and collaboration, and explore effective strategies to promote shared decision-making between Medical staff and patients.
8.Three-Dimensional Foot Type Classification and Feature Extraction for Young Males Based on Multi-Fusion Algorithms
Xiaotian BAI ; Jingmin LIU ; Hongfeng HUO ; Pengfei WANG ; Mengyi WU ; Chong WANG ; Zeyu XING
Journal of Medical Biomechanics 2025;40(3):638-645
Objective To classify the foot types of young Chinese males,extract characteristic indicators of foot types,and construct a standard foot type database.Methods Foot type data from 1 483 healthy young male individuals were collected.Spectral clustering algorithm was utilized to categorize foot types,and a deep neural network(DNN)was employed for training the classification model.Layer-wise relevance propagation(LRP)and the correlation coefficient method were combined to extract foot type features,and the differences in various foot type characteristics were compared.Results Spectral clustering yielded 4 distinct foot type categories.Foot type 1 was characterized by a high-arched foot with a prominent big toe,inwardly rotated 5th toe,and a high heel with a wide foot;foot type 2 was characterized by a narrow foot with hallux valgus;foot type 3 was characterized by a low-arched foot with hallux valgus;foot type 4 was characterized by a high-arched foot with a prominent big toe.By integrating interpretable neural networks and the correlation coefficient method,nine indicators were extracted from 27 foot type indicators,including the heel to the sole length,hallux height,navicular bone height,lateral malleolus height,hallux valgus angle,5th toe angle,dorsal foot circumference,heel angle,and longitudinal arch angle.The classification model constructed with these extracted indicators achieved an overall discrimination accuracy rate of 93.67%.Conclusions Chinese young males can be classified into four typical foot types.By examining the rearfoot,midfoot,and forefoot regions,nine key foot morphology parameters,including length,height,circumference,and angle,can be extracted.These parameters provide both theoretical and empirical support for establishing normative data on foot morphology for Chinese young males and for advancing biomechanical researches on the foot and ankle.
9.Effect of low-molecular-weight heparin anticoagulant drugs in the treatment of venous thrombosis caused by viral pneumonia
Yu LIU ; Ye LI ; Pengcheng DUAN ; Yinmei LI ; Mengyi QIAO
China Modern Doctor 2025;63(18):64-67
Objective To compare the clinical efficacy of low-molecular-weight heparin anticoagulant drugs in the treatment of venous thrombosis caused by viral pneumonia.Methods The clinical data of 355 patients diagnosed with viral pneumonia patients in the First People's Hospital of Yunnan Province from December 2022 to February 2023 were collected by retrospective analysis.The patients were classified into moderate group(n=1 14),severe group(n=116),and critical group(n=125)based on the severity of viral pneumonia.The changes in coagulation indicators of the patients after treatment with low molecular weight heparin sodium injection,low molecular weight heparin calcium injection,and enoxaparin sodium injection were compared among three groups.Results Compared with before treatment,there was no statistically significant difference in white blood cells count among three groups of patients after treatment(P>0.05);The hypersensitive C-reactive protein levels of patients in moderate group and critical group decreased(P<0.05);The levels of D-dimer decreased in severe group and critical group of patients(P<0.05).After treatment with low-molecular-weight heparin calcium injection,the activated partial thromboplastin and prothrombin time of patients in severe group were shortened compared to before treatment,and the D-dimer levels of patients in severe group and critical group were reduced compared to before treatment,with statistical significance(P<0.05);After treatment with low-molecular-weight heparin sodium and enoxaparin,only critical group showed a significant decrease in D-dimer levels(P<0.05).Conclusion Low-molecular-weight heparin calcium injection has a stronger alleviating effect on blood hypercoagulability caused by elevated D-dimer levels than low-molecular-weight heparin sodium and enoxaparin,which is beneficial for relieving patients' hypercoagulability.
10.Visualized analysis of research hotspots and trends in shared decision-making in cardiovascular disease nursing based on CiteSpace
Hang WANG ; Mengyi CAI ; Meng XIU ; Fei YANG ; Chenwei WANG ; Xue LIU ; Weiying ZHANG
Chinese Journal of Modern Nursing 2025;31(22):3010-3017
Objective:To explore the current status, research hotspots, and development trends of shared decision-making in the field of cardiovascular disease nursing, and to provide a reference for future research.Methods:Relevant literature on shared decision-making in cardiovascular disease nursing published up to October 31, 2024, was retrieved from the Web of Science Core Collection and China National Knowledge Infrastructure. CiteSpace 6.4.R1 software was used for visualized analysis.Results:A total of 2 748 publications were identified, including 2 446 in English and 302 in Chinese. The overall number of publications has shown an increasing trend. Research hotspots include quality of life, palliative care, machine learning, and artificial intelligence. The emerging trend involves integrating evidence-based approaches with artificial intelligence technologies to build scientific evidence frameworks that support patients in making optimal decisions.Conclusions:Research on shared decision-making in cardiovascular disease nursing has been increasing year by year but remains largely concentrated in developed countries. Future studies should draw on international research frontiers while considering China's national and cultural contexts, enhance academic exchange and collaboration, and explore effective strategies to promote shared decision-making between Medical staff and patients.

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