1.The value of coronary CT angiography-based traditional features and radiomics in identification of culprit plaques to cause acute myocardial infarction
Pei NIE ; Shuo ZHANG ; Yan DENG ; Shifeng YANG ; Xinxin YU ; Kaiyue ZHI ; He ZHU ; Peng LI ; Jingjing CUI ; Wenjing CHEN ; Yanmei WANG ; Yuchao XU ; Dapeng HAO ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1017-1028
Objective:To investigate the value of coronary CTA (CCTA)-based traditional features and radiomics of plaque in the identification of culprit lesions that caused acute myocardial infarction (AMI).Methods:This was a retrospective multicenter study. From July 2016 to November 2023, a total of 344 patients from the Affiliated Hospital of Qingdao University (training cohort, n=184), Shandong Provincial Hospital Affiliated to Shandong First Medical University (validation cohort, n=88) and Qilu Hospital of Shandong University (test cohort, n=72) who received percutaneous coronary intervention (PCI) due to AMI and underwent CCTA within 48 hours of AMI were enrolled. The culprit plaques and non-culprit plaques were identified using a combination of electrocardiogram, CCTA, and angiographic findings. The vessel, plaque location, plaque type, Coronary Artery Disease-Reporting and Data System (CAD-RADS) score, high-risk plaque characteristics, plaque length, plaque volume, and burden were analyzed, and 1 904 radiomics features were extracted for each plaque. The traditional imaging model, the radiomics model, and the combined model were established by using multivariate Logistic regression analysis. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each model in identifying culprit lesions. The DeLong test was used for the comparison of AUC between every two models. The net reclassification index (NRI) was used to evaluate the incremental value of the combined model to the traditional imaging model and the radiomics model. The decision curve analysis (DCA) was used to assess the clinical net benefit of these models. A correlation heatmap was used to evaluate the correlation between the radiomics score and traditional CCTA factors. The interpretable analysis of the decision process of the combined model was performed by the Shapley Additive exPlanations (SHAP). Results:In the validation cohort and the test cohort, the AUC of the traditional imaging model developed by the vessel, plaque type, positive remodeling and CAD-RADS score was 0.898 (95% CI 0.869-0.922) and 0.881 (95% CI 0.848-0.910), respectively. The radiomics model developed by six radiomics features was 0.863 (95% CI 0.831-0.891) and 0.863 (95% CI 0.827-0.864), respectively. The AUC of the combined model was 0.930 (95% CI 0.905-0.950)and 0.919 (95% CI 0.889-0.942), respectively. In the validation cohort and the test cohort, the AUC of the combined model was higher than that of the traditional imaging model ( Z=4.013, 4.272, P<0.001) and that of the radiomics model ( Z=4.819, 3.784, P<0.001), respectively. In the validation cohort, the combined model yielded an NRI of 20.43% (95% CI 10.43%-30.44%, P<0.001) and 20.21% (95% CI 9.62%-30.80%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. In the test cohort, the combined model yielded an NRI of 28.05% (95% CI 16.72%-39.38%, P<0.001) and 23.57% (95% CI 13.58%-33.56%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. DCA showed the combined model had the highest clinical net benefit. The correlation heatmap showed the radiomics score was not correlated or only weakly correlated with traditional CCTA factors. SHAP indicated the radiomics and CAD-RADS score contributed significantly to the model. Conclusion:The CCTA-based traditional features and radiomics of plaque have favorable performance for the identification of culprit plaques in patients with AMI.
2.Effect of Static Balance Ability on Dual-Task Costs Under Different Walking TaskInterventions in Chinese Older Adults
Chenglong WANG ; Mingjian NIE ; Chenhui XIAO ; Yini WU ; Jingjing WANG
Medical Journal of Peking Union Medical College Hospital 2025;16(3):598-605
To compare gait parameters during single-task and dual-task walking in older adults, and to examine differences in dual-task costs between individuals with high versus low balance abilities under different task conditions. From November to December 2024, community-dwelling older adults were recruited through Hebei Province's national physical fitness monitoring network across multiple communities in Shijiazhuang and Xiong'an New Area. An inertial sensor-based gait analysis system was used to collect spatiotemporal gait parameters during three conditions: single-task walking, motor dual-task walking (simultaneous carrying task), and cognitive dual-task walking (serial subtraction task). Participants were stratified into high-balance and low-balance groups based on median eyes-closed single-leg stance duration (cut-off: 18.40 seconds). Dual-task costs (DTC) were calculated and compared between groups. The study included 133 eligible participants[30 male, 103 female; mean age (66.95±4.75) years]. The low-balance group 66 participants, and the high-balance group 67 participants. Compared to single-task walking, motor dual-task conditions significantly increased stride time and double support phase duration (all While dual-task conditions generally impair gait parameters in older adults, individuals with higher balance abilities maintain more stable gait patterns during motor dual-tasks, demonstrating greater resilience to interference. These findings highlight the importance of balance capacity in preserving functional mobility during daily multitasking activities.
3.Construction and Application Evaluation of an Integrated Traditional Chinese and Western Medicine Risk Prediction Model for Readmission in Patients with Stable Angina of Coronary Heart Disease:A Prospective Study Based on Real-World Clinical Data
Wenjie HAN ; Mingjun ZHU ; Xinlu WANG ; Rui YU ; Guangcao PENG ; Qifei ZHAO ; Jianru WANG ; Shanshan NIE ; Yongxia WANG ; Jingjing WEI
Journal of Traditional Chinese Medicine 2025;66(6):604-611
ObjectiveBy exploring the influencing factors of readmission in patients with stable angina of coronary heart disease (CHD) based on real-world clinical data, to establish a risk prediction model of integrated traditional Chinese and western medicine, in order to provide a basis for early identification of high-risk populations and reducing readmission rates. MethodsA prospective clinical study was conducted involving patients with stable angina pectoris of CHD, who were divided into a training set and a validation set at a 7∶3 ratio. General information, traditional Chinese medicine (TCM)-related data, and laboratory test results were uniformly collected. After a one-year follow-up, patients were classified into a readmission group and a non-readmission group based on whether they were readmitted. Univariate and multivariate logistic regression analyses were performed to identify independent risk factors for readmission. A risk prediction model of integrated traditional Chinese and western medicine was constructed and visualized using a nomogram. The model was validated and evaluated in terms of discrimination, calibration, and clinical decision curve analysis. ResultsA total of 682 patients were included, with 477 in the training set and 205 in the validation set, among whom 89 patients were readmitted. Multivariate logistic regression analysis identified heart failure history [OR = 6.93, 95% CI (1.58, 30.45)], wiry pulse [OR = 2.58, 95% CI (1.42, 4.72)], weak pulse [OR = 3.97, 95% CI (2.06, 7.67)], teeth-marked tongue [OR = 4.38, 95% CI (2.32, 8.27)], blood stasis constitution [OR = 2.17, 95% CI (1.06, 4.44)], phlegm-stasis mutual syndrome [OR = 3.64, 95% CI (1.87, 7.09)], and elevated non-high-density lipoprotein cholesterol [OR = 1.30, 95% CI (1.01, 1.69)] as influencing factors of readmission. These factors were used as predictors to construct a nomogram-based risk prediction model for readmission in patients with stable angina. The model demonstrated moderate predictive capability, with an area under the receiver operating characteristic curve (AUC) of 0.818 [95% CI (0.781, 0.852)] in the training set and 0.816 [95% CI (0.779, 0.850)] in the validation set. The Hosmer-Lemeshow test showed good calibration (χ² = 4.55, P = 0.80), and the model's predictive ability was stable. When the threshold probability exceeded 5%, the clinical net benefit of using the model to predict readmission risk was significantly higher than intervening in all patients. ConclusionHistory of heart failure, teeth-marked tongue, weak pulse, wiry pulse, phlegm-stasis mutual syndrome, blood stasis constitution, and non-high-density lipoprotein cholesterol are influencing factors for readmission in patients with stable angina of CHD. A clinical prediction model was developed based on these factors, which showed good discrimination, calibration, and clinical utility, providing a scientific basis for predicting readmission events in patients with stable angina.
4.The value of coronary CT angiography-based traditional features and radiomics in identification of culprit plaques to cause acute myocardial infarction
Pei NIE ; Shuo ZHANG ; Yan DENG ; Shifeng YANG ; Xinxin YU ; Kaiyue ZHI ; He ZHU ; Peng LI ; Jingjing CUI ; Wenjing CHEN ; Yanmei WANG ; Yuchao XU ; Dapeng HAO ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1017-1028
Objective:To investigate the value of coronary CTA (CCTA)-based traditional features and radiomics of plaque in the identification of culprit lesions that caused acute myocardial infarction (AMI).Methods:This was a retrospective multicenter study. From July 2016 to November 2023, a total of 344 patients from the Affiliated Hospital of Qingdao University (training cohort, n=184), Shandong Provincial Hospital Affiliated to Shandong First Medical University (validation cohort, n=88) and Qilu Hospital of Shandong University (test cohort, n=72) who received percutaneous coronary intervention (PCI) due to AMI and underwent CCTA within 48 hours of AMI were enrolled. The culprit plaques and non-culprit plaques were identified using a combination of electrocardiogram, CCTA, and angiographic findings. The vessel, plaque location, plaque type, Coronary Artery Disease-Reporting and Data System (CAD-RADS) score, high-risk plaque characteristics, plaque length, plaque volume, and burden were analyzed, and 1 904 radiomics features were extracted for each plaque. The traditional imaging model, the radiomics model, and the combined model were established by using multivariate Logistic regression analysis. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each model in identifying culprit lesions. The DeLong test was used for the comparison of AUC between every two models. The net reclassification index (NRI) was used to evaluate the incremental value of the combined model to the traditional imaging model and the radiomics model. The decision curve analysis (DCA) was used to assess the clinical net benefit of these models. A correlation heatmap was used to evaluate the correlation between the radiomics score and traditional CCTA factors. The interpretable analysis of the decision process of the combined model was performed by the Shapley Additive exPlanations (SHAP). Results:In the validation cohort and the test cohort, the AUC of the traditional imaging model developed by the vessel, plaque type, positive remodeling and CAD-RADS score was 0.898 (95% CI 0.869-0.922) and 0.881 (95% CI 0.848-0.910), respectively. The radiomics model developed by six radiomics features was 0.863 (95% CI 0.831-0.891) and 0.863 (95% CI 0.827-0.864), respectively. The AUC of the combined model was 0.930 (95% CI 0.905-0.950)and 0.919 (95% CI 0.889-0.942), respectively. In the validation cohort and the test cohort, the AUC of the combined model was higher than that of the traditional imaging model ( Z=4.013, 4.272, P<0.001) and that of the radiomics model ( Z=4.819, 3.784, P<0.001), respectively. In the validation cohort, the combined model yielded an NRI of 20.43% (95% CI 10.43%-30.44%, P<0.001) and 20.21% (95% CI 9.62%-30.80%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. In the test cohort, the combined model yielded an NRI of 28.05% (95% CI 16.72%-39.38%, P<0.001) and 23.57% (95% CI 13.58%-33.56%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. DCA showed the combined model had the highest clinical net benefit. The correlation heatmap showed the radiomics score was not correlated or only weakly correlated with traditional CCTA factors. SHAP indicated the radiomics and CAD-RADS score contributed significantly to the model. Conclusion:The CCTA-based traditional features and radiomics of plaque have favorable performance for the identification of culprit plaques in patients with AMI.
5.Severity of SARS-CoV-2 infection in children with kidney disease undergoing immunosuppressive therapy
Yunfan ZHANG ; Huanhuan YANG ; Jun HUANG ; Ai FENG ; Guizhi XIA ; Chengfeng WANG ; Guangming CHEN ; Xiaobin CHEN ; Zengfeng WENG ; Yi CHEN ; Jinrong WU ; Jingjing LIU ; Yuen YANG ; Yuzhen ZHANG ; Jinfeng LIN ; Yuxian TANG ; Junyan CHEN ; Xiaojing NIE
Chinese Journal of Pediatrics 2025;63(5):529-534
Objective:To investigate the impact of immunosuppressive therapy on the severity of SARS-CoV-2 infection and cytokine levels in pediatric patients with kidney diseases.Methods:A retrospective analysis was conducted on the clinical data of 40 hospitalized pediatric patients who were diagnosed with SARS-CoV-2 infection at the 900th Hospital of PLA Joint Logistic Support Force from December 2022 to February 2023. Based on their immunosuppressive status prior to SARS-CoV-2 infection, these patients were categorized into immunosuppressive group and non-immunosuppressive group. Independent sample t-tests, Mann-Whitney U tests, and χ2 test were employed to compare the clinical baseline characteristics and laboratory data, the severity of SARS-CoV-2 infection, and the levels of cytokines between the 2 groups. Results:Among the 40 patients, 11 were in the immunosuppressive group (aged 13 (8, 14) years, 9 males and 2 females) and 29 in the non-immunosuppressive group (aged 2 (1, 4) years, 15 males and 14 females). In the immunosuppressive group, 2 were asymptomatic cases, 8 were mild cases, and 1 was moderate case, and there was no severe or critical cases. In the non-immunosuppressive group, 8 were mild cases, 5 were moderate, 15 were severe cases, 1 was critical case, and no asymptomatic cases. The underlying diseases in the immunosuppressive group included nephrotic syndrome (6 cases), IgA vasculitis nephritis (2 cases), lupus nephritis (1 case), post-renal transplantation (1 case), and renal failure (1 case), with a mean total immunosuppression score (TIS) of (3.6±1.4) points. In the non-immunosuppressive group, 2 patients had a history of epilepsy, and the remaining 27 cases had no underlying conditions, all with TIS scores of 0. Compared to the children in the non-immunosuppressive group, those in the immunosuppressive group were more likely to exhibit asymptomatic or mild infection, with lower risks of severe disease, cytokine storm, fever, and cough, but a higher risk of fatigue ( OR=1.22, 2.66, 0.48, 0.12, 0.12, 0.13, 1.22; 95% CI 0.93-1.62, 0.99-7.15, 0.33-0.70, 0.03-0.57, 0.03-0.57, 0.03-0.65, 0.93-1.62; all P<0.05). The levels of cytokine IL-6, interferon-α and interferon-γ in the immunosuppressive group were all lower than those in the non-immunosuppressive group ( Z=2.23, 2.51, 2.92, respectively; all P<0.05). Conclusion:Pediatric patients with kidney diseases receiving appropriate immunosuppressive therapy may mitigate the severity of SARS-CoV-2 infection by suppressing the expression of cytokines.
6.Effects of classic and improved skin reset methods in correcting epicanthus
Jingjing NIE ; Jiuzuo HUANG ; Ziwei CUI
Chinese Journal of Medical Aesthetics and Cosmetology 2025;31(3):283-286
Objective:To analyze the effects of the classic skin reset method and the modified skin reset method in correcting epicanthus.Methods:A retrospective study was conducted on 61 patients who underwent epicanthoplasty at Daqing Oilfield General Hospital from September 2019 to September 2021. Among them, 54 were female and 7 were male, with ages of 18-47 (25.7±4.6) years. The patients were divided into two groups based on different surgical methods: the classic skin repositioning method (control group, 30 cases) and the modified skin repositioning method (experimental group, 31 cases). Postoperative follow-up was conducted for 6 to 24 months. Photos were taken before the operation and during the follow-up period after the operation, and the inter-pupillary distance (IPD) and intercanthal distance (IED) were measured. For patients who underwent double eyelid surgery simultaneously, the proportion of postoperative outward rotation type effect was compared between the two groups. The incidence of adverse reactions such as visible scars, hypertrophic scars, overcorrection, and under-correction after the operation was recorded.Results:The preoperative and postoperative IED/IPD ratios were 0.63±0.02 and 0.56±0.03 in control group, and 0.64±0.02 and 0.56±0.02 in experimental group, respectively. There was no significant difference in IED/IPD ratio between the two groups before and after surgery (all P>0.05). By intra-group comparison, postoperative IED/IPD ratios were lower in both groups than that before surgery. In the experimental group, 83.9% (26/31) of patients underwent double blepharoplasty, which was higher than that in the control group (16.7%, 5/30) ( P<0.001). In the control group, the incidence of adverse reactions was 33.3% (10/30), including 4 cases of mild under-correction and 6 cases of lower eyelid scar. There was no correction deficiency and no visible scar in the experimental group. No overcorrection, hypertrophic scar and other complications were found in both groups. Conclusion:The modified skin replacement method is effective and can prevent the deficiency of epicanthus correction.
7.Severity of SARS-CoV-2 infection in children with kidney disease undergoing immunosuppressive therapy
Yunfan ZHANG ; Huanhuan YANG ; Jun HUANG ; Ai FENG ; Guizhi XIA ; Chengfeng WANG ; Guangming CHEN ; Xiaobin CHEN ; Zengfeng WENG ; Yi CHEN ; Jinrong WU ; Jingjing LIU ; Yuen YANG ; Yuzhen ZHANG ; Jinfeng LIN ; Yuxian TANG ; Junyan CHEN ; Xiaojing NIE
Chinese Journal of Pediatrics 2025;63(5):529-534
Objective:To investigate the impact of immunosuppressive therapy on the severity of SARS-CoV-2 infection and cytokine levels in pediatric patients with kidney diseases.Methods:A retrospective analysis was conducted on the clinical data of 40 hospitalized pediatric patients who were diagnosed with SARS-CoV-2 infection at the 900th Hospital of PLA Joint Logistic Support Force from December 2022 to February 2023. Based on their immunosuppressive status prior to SARS-CoV-2 infection, these patients were categorized into immunosuppressive group and non-immunosuppressive group. Independent sample t-tests, Mann-Whitney U tests, and χ2 test were employed to compare the clinical baseline characteristics and laboratory data, the severity of SARS-CoV-2 infection, and the levels of cytokines between the 2 groups. Results:Among the 40 patients, 11 were in the immunosuppressive group (aged 13 (8, 14) years, 9 males and 2 females) and 29 in the non-immunosuppressive group (aged 2 (1, 4) years, 15 males and 14 females). In the immunosuppressive group, 2 were asymptomatic cases, 8 were mild cases, and 1 was moderate case, and there was no severe or critical cases. In the non-immunosuppressive group, 8 were mild cases, 5 were moderate, 15 were severe cases, 1 was critical case, and no asymptomatic cases. The underlying diseases in the immunosuppressive group included nephrotic syndrome (6 cases), IgA vasculitis nephritis (2 cases), lupus nephritis (1 case), post-renal transplantation (1 case), and renal failure (1 case), with a mean total immunosuppression score (TIS) of (3.6±1.4) points. In the non-immunosuppressive group, 2 patients had a history of epilepsy, and the remaining 27 cases had no underlying conditions, all with TIS scores of 0. Compared to the children in the non-immunosuppressive group, those in the immunosuppressive group were more likely to exhibit asymptomatic or mild infection, with lower risks of severe disease, cytokine storm, fever, and cough, but a higher risk of fatigue ( OR=1.22, 2.66, 0.48, 0.12, 0.12, 0.13, 1.22; 95% CI 0.93-1.62, 0.99-7.15, 0.33-0.70, 0.03-0.57, 0.03-0.57, 0.03-0.65, 0.93-1.62; all P<0.05). The levels of cytokine IL-6, interferon-α and interferon-γ in the immunosuppressive group were all lower than those in the non-immunosuppressive group ( Z=2.23, 2.51, 2.92, respectively; all P<0.05). Conclusion:Pediatric patients with kidney diseases receiving appropriate immunosuppressive therapy may mitigate the severity of SARS-CoV-2 infection by suppressing the expression of cytokines.
8.Effects of classic and improved skin reset methods in correcting epicanthus
Jingjing NIE ; Jiuzuo HUANG ; Ziwei CUI
Chinese Journal of Medical Aesthetics and Cosmetology 2025;31(3):283-286
Objective:To analyze the effects of the classic skin reset method and the modified skin reset method in correcting epicanthus.Methods:A retrospective study was conducted on 61 patients who underwent epicanthoplasty at Daqing Oilfield General Hospital from September 2019 to September 2021. Among them, 54 were female and 7 were male, with ages of 18-47 (25.7±4.6) years. The patients were divided into two groups based on different surgical methods: the classic skin repositioning method (control group, 30 cases) and the modified skin repositioning method (experimental group, 31 cases). Postoperative follow-up was conducted for 6 to 24 months. Photos were taken before the operation and during the follow-up period after the operation, and the inter-pupillary distance (IPD) and intercanthal distance (IED) were measured. For patients who underwent double eyelid surgery simultaneously, the proportion of postoperative outward rotation type effect was compared between the two groups. The incidence of adverse reactions such as visible scars, hypertrophic scars, overcorrection, and under-correction after the operation was recorded.Results:The preoperative and postoperative IED/IPD ratios were 0.63±0.02 and 0.56±0.03 in control group, and 0.64±0.02 and 0.56±0.02 in experimental group, respectively. There was no significant difference in IED/IPD ratio between the two groups before and after surgery (all P>0.05). By intra-group comparison, postoperative IED/IPD ratios were lower in both groups than that before surgery. In the experimental group, 83.9% (26/31) of patients underwent double blepharoplasty, which was higher than that in the control group (16.7%, 5/30) ( P<0.001). In the control group, the incidence of adverse reactions was 33.3% (10/30), including 4 cases of mild under-correction and 6 cases of lower eyelid scar. There was no correction deficiency and no visible scar in the experimental group. No overcorrection, hypertrophic scar and other complications were found in both groups. Conclusion:The modified skin replacement method is effective and can prevent the deficiency of epicanthus correction.
9.Correlation between high-resolution MRI features of spontaneous vertebral artery dissection and ischemic stroke
Xiaoxiao NIE ; Linlin CHAO ; Mengmeng CAI ; Jingjing SHI ; Jianhua ZHAO
International Journal of Cerebrovascular Diseases 2024;32(10):741-746
Objective:To investigate the high-resolution MRI (HR-MRI) features and its correlation with ischemic stroke in patients with spontaneous vertebral artery dissection (sVAD).Methods:Consecutive patients with sVAD admitted to the People's Hospital of Zhengzhou University from January 2017 to January 2024 were included retrospectively. They were divided into stroke group and non-stroke group based on whether ischemic stroke was present or not. The vascular risk factors, clinical manifestations, vascular segments involved and HR-MRI features of the two groups were compared. Multivariate logistic regression analysis was used to determine the independent risk factors for ischemic stroke in patients with sVAD. Results:A total of 103 patients with sVAD were enrolled, including 59 males (57.3%), aged 46.40±3.73 years. 40 patients (38.8%) had concurrent stroke, while 63 (61.2%) did not. The proportion of patients with intramural hematoma, intramural hematoma T 1 isointensity, severe stenosis or occlusion, and intracranial segment involvement in the stroke group were significantly higher than those in the non-stroke group (all P<0.05). Multivariate logistic regression analysis suggests that severe stenosis or occlusion (odds ratio 2.623, 95% confidence interval 1.068-6.440; P=0.035) and intramural hematoma (odds ratio 2.842, 95% confidence interval 1.134-7.118; P=0.026) were the independent risk factors for ischemic stroke. Conclusions:Severe stenosis or occlusion and intramural hematoma shown by HR-MRI are the independent risk factors for ischemic stroke in patients with sVAD. Early identification of these factors may help with early intervention.
10.Spatio-temporal gait characteristics of the elderly and the risk of adverse health outcomes
Chenglong WANG ; Mingzhe LI ; Mingjian NIE ; Jingjing WANG
Chinese Journal of Tissue Engineering Research 2024;28(34):5565-5570
BACKGROUND:Gait is one of the optimal indicators of functional status in older adults.Gait parameters are associated with adverse health outcomes in older adults. OBJECTIVE:To summarize and compare the practical value of gait parameters,and to review the progress of research on spatio-temporal parameters and the risk of adverse health outcomes in older adults. METHODS:PubMed,Web of Science,and CNKI were searched for relevant literature published from January 2010 to June 2023 using the search terms of"gait speed,walking speed,step length,cadence,step frequency,step time,walking base,aged and elderly"in English and Chinese,respectively.A total of 52 papers were finally included for the systematic review. RESULTS AND CONCLUSION:Currently,researchers have focused on three basic temporal-spatial parameters,namely,step speed,step length and step frequency,to explore their association with adverse health outcomes in older adults.Reduced gait speed in older adults may increase the risk of falls,all-cause mortality,and may be an independent predictor of all-cause mortality.Older adults with slow gait speed are at higher risk of cognitive decline,and may be the preferred gait parameter in assessing cognitive impairment in older adults.Older adults with slow gait speed are more likely to have debilitating or common chronic illnesses,and are at higher risk of hospitalization and public care.Step length is positively correlated with individual height and lower limb length,but age-induced shortening of step length is not related to height or lower limb length,and shortening of step length reflects reduced physical function in older adults,and shortening of step length is a risk factor for falls and cognitive decline in older adults.Stride frequency is often used as a measure of exercise intensity,and a stride frequency of≥100 steps/minute is predictive of all-cause mortality,and slowing of step frequency may lead to a higher risk of falls,hospitalization and all-cause mortality in older adults.Changes in gait parameters are closely related to the level of physical fitness in older adults,and there may be a bidirectional relationship between the two.The results of the study will provide a theoretical basis for further improving risk screening in clinical populations,refining health risk assessment in the elderly,improving health protection and promoting active health in the elderly.

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