1.Association between dietary diversity and cognitive function among the elderly based on group-based trajectory model
DONG Chunling ; WANG Chong ; GUAN Tianyuan ; LIU Yue ; LI Xueying ; ZHANG Yuhai
Journal of Preventive Medicine 2025;37(9):865-869
Objective:
To analyze the association between dietary diversity and cognitive function among the elderly using group-based trajectory model, so as to provide the basis for formulating dietary intervention strategies to prevent cognitive impairment.
Methods:
Based on the Chinese Longitudinal Healthy Longevity Survey (CLHLS) project, demographic information, lifestyle behaviors, psychological well-being, and activities of daily living of elderly individuals aged ≥65 years from 2008 to 2018 were collected. Dietary diversity was assessed using a food frequency questionnaire, with a score of <7 points defined as low dietary diversity. Cognitive function was evaluated using the Chinese version of the Mini-Mental State Examination (MMSE). A group-based trajectory model was established based on cognitive function scores from 2008 to 2018 to analyze the trajectories of cognitive function change. The association between dietary diversity and cognitive function was analyzed using a multinomial logistic regression model.
Results:
A total of 1 613 individuals were collected, with a median age was 72.00 (interquartile range, 10.00) years. There were 810 males (50.22%) and 803 females (49.78%). The group-based trajectory model analysis categorized the participants into three groups: the low-level normal group, the high-level normal group, and the slow-then-rapid decline group, comprising 796 (49.35%), 585 (36.27%), and 232 (14.38%) individuals, respectively. Among these groups, the numbers of individuals with low dietary diversity were 497 (62.44%), 311 (53.16%), and 166 (71.55%), respectively, with a statistically significant difference (P<0.05). Multinomial logistic regression analysis showed that after adjusting for demographic information, lifestyle behaviors, psychological well-being, and activities of daily living, compared with the high-level normal group, low dietary diversity was statistically associated with cognitive function in the slow-then-rapid decline group (OR=1.622, 95%CI: 1.103-2.384).
Conclusion
Low dietary diversity may increase the risk of cognitive impairment among the elderly.
2.Relationship between serum procalcitonin level and severity and prognosis in patients with traumatic brain injury in plateau areas
Lianyu ZHANG ; Fabin ZHANG ; Huanying BAI ; Huibin YUN ; Zhao ZHENG ; Shuncai LIU ; Shenghua A ; Zhongshan SHI ; Yuhai HU
Chinese Critical Care Medicine 2024;36(1):56-61
Objective:To analyze the changes rule of serum procalcitonin (PCT) levels in patients with traumatic brain injury in plateau areas, and to evaluate its value in assessing the severity and prognosis of the patients.Methods:A prospective cohort study was conducted. The patients with traumatic brain injury admitted to the critical care medicine departments of Xining Third People's Hospital (at an altitude of 2 260 metres) and Golmud City People's Hospital (at an altitude of 2 780 metres) from May 2018 to September 2022 were enrolled. According to the Glasgow coma scale (GCS) score at admission, the patients were divided into mild injury group (GCS score 13-15), severe injury group (GCS score 9-12), and critical injury group (GCS score 3-8). All patients received active treatment. Chemiluminescence immunoassay was used to measure the serum PCT levels of patients on the 1st, 3rd, 5th, and 7th day of admission. The Kendall tau-b correlation method was used to analyze the correlation between serum PCT levels at different time points and the severity of the disease. The patients were followed up until October 30, 2022. The prognosis of the patients was collected. The baseline data of patients with different prognosis were compared. The Cox regression method was used to analyze the relationship between baseline data, serum PCT levels at different time points and prognosis. Receiver operator characteristic curve (ROC curve) was drawn to analyze the predictive value of serum PCT levels at different time points for death during follow-up.Results:Finally, a total of 120 patients with traumatic brain injury were enrolled, including 52 cases in the mild injury group, 40 cases in the severe injury group, and 28 cases in the critical injury group. The serum PCT levels of patients in the mild injury group showed a continuous downward trend with the prolongation of admission time. The serum PCT levels in the severe injury and critical injury groups reached their peak at 3 days after admission, and were significantly higher than those in the mild injury group (μg/L: 3.53±0.68, 4.47±0.63 vs. 0.40±0.14, both P < 0.05), gradually decreasing thereafter, but still significantly higher than the mild injured group at 7 days. Kendall tau-b correlation analysis showed that there was a significant positive correlation between serum PCT levels on days 1, 3, 5, and 7 of admission and the severity of disease ( r value was 0.801, 0.808, 0.766, 0.528, respectively, all P < 0.01). As of October 30, 2022, 92 out of 120 patients with traumatic brain injury survived and 28 died, with a mortality of 23.33%. Compared with the survival group, the GCS score, serum interleukin-6 (IL-6) levels, white blood cell count (WBC) in peripheral blood, and PCT levels in cerebrospinal fluid at admission in the death group were significantly increased [GCS score: 5.20±0.82 vs. 4.35±0.93, IL-6 (ng/L): 1.63±0.45 vs. 0.95±0.27, blood WBC (×10 9/L): 14.31±2.03 vs. 11.95±1.98, PCT in cerebrospinal fluid (μg/L): 11.30±1.21 vs. 3.02±0.68, all P < 0.01]. The serum PCT levels of patients in the survival group showed a continuous downward trend with prolonged admission time. The serum PCT level in the death group peaked at 3 days after admission and was significantly higher than that in the survival group (μg/L: 4.11±0.62 vs. 0.52±0.13, P < 0.01), gradually decreasing thereafter, but still significantly higher than the survival group at 7 days. Cox regression analysis showed that serum IL-6 levels [hazard ratio ( HR) = 17.347, 95% confidence interval (95% CI) was 5.874-51.232], WBC in peripheral blood ( HR = 1.383, 95% CI was 1.125-1.700), PCT levels in cerebrospinal fluid ( HR = 1.952, 95% CI was 1.535-2.482) at admission and serum PCT levels on admission days 1, 3, 5, and 7 [ HR (95% CI) was 6.776 (1.844-24.906), 1.840 (1.069-3.165), 3.447 (1.284-9.254), and 6.666 (1.214-36.618), respectively] were independent risk factors for death during follow-up in patients with traumatic brain injury (all P < 0.05). ROC curve analysis showed that the AUC of serum PCT levels on days 1, 3, 5, and 7 for predicting death during follow-up in patients with traumatic brain injury was all > 0.8 [AUC (95% CI) was 0.898 (0.821-0.975), 0.800 (0.701-0.899), 0.899 (0.828-0.970), 0.865 (0.773-0.958), respectively], indicating ideal predictive value. The optimal cut-off value for serum PCT level at 3 days of admission was 1.88 μg/L, with the sensitivity of 78.6% and specificity of 88.0% for predicting death during follow-up. Conclusions:Abnormal expression of serum PCT levels in patients with traumatic brain injury on the 3rd day of admission was found. The serum PCT levels greater than 3 μg/L may be related to severe illness. The serum PCT levels greater than 1.88 μg/L can predict the poor prognosis of patients. Dynamic observation of changes in serum PCT levels has good evaluation value for the severity and prognosis of patients with traumatic brain injury in plateau areas.
3.Application of machine learning method for survival analysis
LIU Yue ; LIU Qiling ; SU Haixia ; YANG Peng ; ZHANG Yuhai
Journal of Preventive Medicine 2024;36(6):496-500,505
Abstract
Survival analysis has been widely used in the field of medical research. The Cox proportional hazard model is commonly used, but its practical application is limited. Machine learning method can compensate for the shortcomings of the Cox proportional hazard model in terms of nonlinear data processing and prediction accuracy. This article reviewed the advance of machine learning methods represented by neural networks, within the field of survival analysis, and highlighted the principles and benefits of three machine learning methods that DeepSurv, Deep-Hit and random survival forest, providing methodological insights for the analysis of complex survival data.
4.Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine (version 2024)
Xiao CHEN ; Hao ZHANG ; Man WANG ; Guangchao WANG ; Jin CUI ; Wencai ZHANG ; Fengjin ZHOU ; Qiang YANG ; Guohui LIU ; Zhongmin SHI ; Lili YANG ; Zhiwei WANG ; Guixin SUN ; Biao CHENG ; Ming CAI ; Haodong LIN ; Hongxing SHEN ; Hao SHEN ; Yunfei ZHANG ; Fuxin WEI ; Feng NIU ; Chao FANG ; Huiwen CHEN ; Shaojun SONG ; Yong WANG ; Jun LIN ; Yuhai MA ; Wei CHEN ; Nan CHEN ; Zhiyong HOU ; Xin WANG ; Aiyuan WANG ; Zhen GENG ; Kainan LI ; Dongliang WANG ; Fanfu FANG ; Jiacan SU
Chinese Journal of Trauma 2024;40(3):193-205
Osteoporotic proximal humeral fracture (OPHF) is one of the common osteoporotic fractures in the aged, with an incidence only lower than vertebral compression fracture, hip fracture, and distal radius fracture. OPHF, secondary to osteoporosis and characterized by poor bone quality, comminuted fracture pattern, slow healing, and severely impaired shoulder joint function, poses a big challenge to the current clinical diagnosis and treatment. In the field of diagnosis, treatment, and rehabilitation of OPHF, traditional Chinese and Western medicine have accumulated rich experience and evidence from evidence-based medicine and achieved favorable outcomes. However, there is still a lack of guidance from a relevant consensus as to how to integrate the advantages of the two medical systems and achieve the integrated diagnosis and treatment. To promote the diagnosis and treatment of OPHF with integrated traditional Chinese and Western medicine, relevant experts from Orthopedic Expert Committee of Geriatric Branch of Chinese Association of Gerontology and Geriatrics, Youth Osteoporosis Group of Orthopedic Branch of Chinese Medical Association, Osteoporosis Group of Orthopedic Surgeon Branch of Chinese Medical Doctor Association, and Osteoporosis Committee of Shanghai Association of Integrated Traditional Chinese and Western Medicine have been organized to formulate Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine ( version 2024) by searching related literatures and based on the evidences from evidence-based medicine. This consensus consists of 13 recommendations about the diagnosis, treatment and rehabilitation of OPHF with integrated traditional Chinese medicine and Western medicine, aimed at standardizing, systematizing, and personalizing the diagnosis and treatment of OPHF with integrated traditional Chinse and Western medicine to improve the patients ′ function.
5.Application of artificial intelligence technology in the diagnosis and treatment of intracranial aneurysms
Jian LI ; Fangdi XU ; Fuyang WANG ; Pengjie ZHANG ; Yuhai LIU ; Yang CHEN ; Jing CAI
International Journal of Cerebrovascular Diseases 2024;32(3):216-220
The incidence of intracranial aneurysms is higher in population, and the death and disability rates after rupture are extremely high. Early detection of intracranial aneurysms, prediction of rupture risk, operation program, and evaluation of treatment outcomes are all the clinical concerns. With the continuously deepening integration of artificial intelligence technology and medicine, its application in the diagnosis and treatment of intracranial aneurysms is becoming increasingly widespread. This article reviews the current application status of artificial intelligence technology in the diagnosis and treatment of intracranial aneurysms.
6.Diagnosis and treatment of a gastric cancer patient with hemorrhage and new cerebral infarc-tion
Changlong CHEN ; Yuhai LIU ; Yongqing ZENG ; Guannan SHI ; Hanlin WU ; Mengqi ZHANG ; Chaobing SUN ; Tielin ZHANG ; Junsong ZHANG
Chinese Journal of Digestive Surgery 2023;22(S1):82-86
Gastric cancer with hemorrhage and cerebral infarction is a serious complica-tion with poor prognosis in clinic. Although the incidence rate is extremely low, the fatality and disability rates are very high. In addition, the opposition in treatment between the two complica-tions increases the difficulty of clinical diagnosis and treatment. The authors report the diagnosis and treatment of a gastric cancer patient with hemorrhage and new cerebral infarction, in order to to provide reference for related treatments.
7.Efficacy and safety of Tubridge flow diverter in the treatment of unruptured intracranial aneurysms
Jian LI ; Jing CAI ; Pengjie ZHANG ; Fangdi XU ; Yuhai LIU ; Yang CHEN
International Journal of Cerebrovascular Diseases 2023;31(8):594-599
Objective:To investigate the efficacy and safety of Tubridge flow diverter (TFD) in the treatment of unruptured intracranial aneurysms (UIAs).Methods:The clinical data of patients with UIAs treated with TFD in the Department of Neurosurgery, Linyi People's Hospital from July 2021 to July 2023 were retrospectively analyzed. The modified Rankin Scale (mRS) was used to evaluate functional outcomes during postoperative follow-up. Digital subtraction angiography (DSA) follow-up was performed at least 3 months after procedure, and the occlusion degree of the aneurysm was assessed with the O'Kelly-Marotta (OKM) grading system.Results:A total of 52 patients (71 aneurysms) were included and 54 TFDs were successfully implanted. Forty-one patients (78.8%) were treated with TFD alone, while 11 (21.2%) were treated with TFD combined with coil embolization. One patient experienced in-stent thrombosis during the procedure, and the symptoms disappeared after medical treatment. Postoperative hemorrhage and ischemic complications occurred in each 2 cases, respectively. No patient died during the follow-up period. DSA follow-up was performed on a total of 45 aneurysms in 34 patients. The followed-up time was 8.3±3.1 months (range, 3-15 months), including 2 OKM grade A (4.4%), 11 grade B (24.4%), 1 grade C (2.2%), and 31 grade D (68.9%). At the last follow-up, 51 patients had good outcomes (mRS score 0-2), and 1 patient had poor outcome (mRS score 4).Conclusion:TFD for UIAs has a high complete occlusion rate and a low complication rate.
8.Chinese expert consensus on the diagnosis and treatment of traumatic cerebrospinal fluid leakage in adults (version 2023)
Fan FAN ; Junfeng FENG ; Xin CHEN ; Kaiwei HAN ; Xianjian HUANG ; Chuntao LI ; Ziyuan LIU ; Chunlong ZHONG ; Ligang CHEN ; Wenjin CHEN ; Bin DONG ; Jixin DUAN ; Wenhua FANG ; Guang FENG ; Guoyi GAO ; Liang GAO ; Chunhua HANG ; Lijin HE ; Lijun HOU ; Qibing HUANG ; Jiyao JIANG ; Rongcai JIANG ; Shengyong LAN ; Lihong LI ; Jinfang LIU ; Zhixiong LIU ; Zhengxiang LUO ; Rongjun QIAN ; Binghui QIU ; Hongtao QU ; Guangzhi SHI ; Kai SHU ; Haiying SUN ; Xiaoou SUN ; Ning WANG ; Qinghua WANG ; Yuhai WANG ; Junji WEI ; Xiangpin WEI ; Lixin XU ; Chaohua YANG ; Hua YANG ; Likun YANG ; Xiaofeng YANG ; Renhe YU ; Yongming ZHANG ; Weiping ZHAO
Chinese Journal of Trauma 2023;39(9):769-779
Traumatic cerebrospinal fluid leakage commonly presents in traumatic brain injury patients, and it may lead to complications such as meningitis, ventriculitis, brain abscess, subdural hematoma or tension pneumocephalus. When misdiagnosed or inappropriately treated, traumatic cerebrospinal fluid leakage may result in severe complications and may be life-threatening. Some traumatic cerebrospinal fluid leakage has concealed manifestations and is prone to misdiagnosis. Due to different sites and mechanisms of trauma and degree of cerebrospinal fluid leak, treatments for traumatic cerebrospinal fluid leakage varies greatly. Hence, the Craniocerebral Trauma Professional Group of Neurosurgery Branch of Chinese Medical Association and the Neurological Injury Professional Group of Trauma Branch of Chinese Medical Association organized relevant experts to formulate the " Chinese expert consensus on the diagnosis and treatment of traumatic cerebrospinal fluid leakage in adults ( version 2023)" based on existing clinical evidence and experience. The consensus consisted of 16 recommendations, covering the leakage diagnosis, localization, treatments, and intracranial infection prevention, so as to standardize the diagnosis and treatment of traumatic cerebrospinal fluid leakage and improve the overall prognosis of the patients.
9.A self-designed wound measurement grid in design of lobulated perforator flap
Wanggao ZHOU ; Xuelang YE ; Zhenwei ZHANG ; Jiachuan ZHUANG ; Dongyang LI ; Shaoxiao YU ; Zheng LI ; Yuhai KE ; Huixin LIN ; Yi XIONG
Chinese Journal of Microsurgery 2023;46(5):552-557
Objective:To explore the clinical effect of a self-designed wound measurement grid on the design of lobulated perforator flap.Methods:From January 2019 to December 2022, soft tissue defects in limbs of 9 patients were reconstructed by lobulated perforator flaps in the Department of Orthopaedics and Traumatology of Shenzhen Hospital of Integrated Traditional Chinese and Western Medicine. The patients were 7 males and 2 females aged 21-55 years old with 40.3 years old in average. There were 6 upper limb defects and 3 lower limb defects. Self-designed wound measuring grids were applied to guide the design and excision of lobulated perforator flaps during surgery. Five patients were treated by lobulated perforator flap pedicled with the descending branch of lateral circumflex femoral artery and 4 by perforator flaps pedicled with dorsal interosseous artery. The areas of soft tissue defect were 4.0 cm×1.5 cm-26.0 cm×8.0 cm, and the sizes of the flaps were 4.5 cm×1.8 cm-22.0 cm×10.0 cm. After surgery, the blood supply of flaps, flap survival and wound healing were monitored. Flap survival, donor site recovery and limb function were observed at outpatient clinic over the postoperative follow-up, and the limb function was evaluated by the Evaluation Standard of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association and Lower Extremity Measure(LEM).Results:In this study, a total of 17 of 18 lobes of the lobulated perforator flaps survived after surgery. One flap had venous occlusion and after exploration and further treatment, a necrosis occurred in 1 lobe of the lobulated flap and then a free flap transfer was performed again. All the wounds achieved stage-I healing. Postoperative follow-up lasted for 3-18 months with 8.6 months in average. All flaps had good colour and texture, satisfactory appearance and only linear scars remained in the donor sites, without pain and scar contracture. The reconstructed upper extremity defect were evaluated according to the Evaluation Standard of Upper Limb Partial Functional of Hand Surgery of Chinese Medical Association, with 4 patients were in excellent and 2 in good. The reconstructed lower extremity defects were evaluated according to the LEM, and 2 patients were in excellent and 1 in good.Conclusion:The self-designed wound measurement grid was successfully applied in the design of lobed perforator flaps. It can accurately measure a wound surface and quickly extract a wound profile, and it is more convenient and intuitive to guide the design of flaps. It has a good effect in clinical application and further clinical trials are required.
10.Dual antiplatelet therapy in stent-assisted coil embolization of unruptured intracranial aneurysms: a comparison of ticagrelor and clopidogrel
Pengjie ZHANG ; Jing CAI ; Yuhai LIU ; Jian LI ; Yang CHEN ; Fangdi XU
International Journal of Cerebrovascular Diseases 2023;31(4):264-270
Objective:To compare the safety and efficacy of ticagrelor and clopidogrel in dual antiplatelet therapy for stent-assisted embolization of unruptured intracranial aneurysms.Methods:Patients with unruptured intracranial aneurysms received stent-assisted embolization in the Department of Neurosurgery, Linyi People's Hospital from January 2021 to June 2022 were retrospectively included. According to the preprocedural dual antiplatelet therapy scheme, they were divided into aspirin+clopidogrel group (clopidogrel group) and aspirin+ticagrelor group (ticagrelor group). The incidence of ischemic and bleeding events was compared between the clopidogrel group and the ticagrelor group at 3 months after procedure. Multivariate logistic regression model was used to analyze independent risk factors for postprocedural ischemic and bleeding events. Results:A total of 195 patients were included. Their age was 58.15±10.11 years and 75 were males (38.5%). There was no statistically significant difference in the incidence of bleeding events (12.8% vs. 5.9%) and ischemic events (14.9% vs. 18.8%) at 3 months after procedure between the ticagrelor group ( n=94) and the clopidogrel group ( n=101). Multivariate logistic regression analysis showed that smoking (odds ratio [ OR] 6.085; 95% confidence interval [ CI] 1.589-13.012; P=0.019], hypertension ( OR 4.547, 95% CI 1.589-13.012; P=0.005), aneurysm at the branch vessel ( OR 3.089, 95% CI 1.122-8.504; P=0.029), and the use of flow diverter ( OR 3.111, 95% CI 1.062-9.110; P=0.038) were the independent risk factors for postprocedural ischemic events. Triglycerides might be an independent risk factor for postprocedural bleeding events ( OR 1.435, 95% CI 0.989-2.082; P=0.057), but did not reach statistical significance. Conclusions:In dual antiplatelet therapy for stent-assisted embolization of unruptured intracranial aneurysms, ticagrelor and clopidogrel have the same safety and efficacy.


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