1.Construction and Validation of a Large Language Model-Based Intelligent Pre-Consultation System for Traditional Chinese Medicine
Yiqing LIU ; Ying LI ; Hongjun YANG ; Linjing PENG ; Nanxing XIAN ; Kunning LI ; Qiwei SHI ; Hengyi TIAN ; Lifeng DONG ; Lin WANG ; Yuping ZHAO
Journal of Traditional Chinese Medicine 2025;66(9):895-900
ObjectiveTo construct a large language model (LLM)-based intelligent pre-consultation system for traditional Chinese medicine (TCM) to improve efficacy of clinical practice. MethodsA TCM large language model was fine-tuned using DeepSpeed ZeRO-3 distributed training strategy based on YAYI 2-30B. A weighted undirected graph network was designed and an agent-based syndrome differentiation model was established based on relationship data extracted from TCM literature and clinical records. An agent collaboration framework was developed to integrate the TCM LLM with the syndrome differentiation model. Model performance was comprehensively evaluated by Loss function, BLEU-4, and ROUGE-L metrics, through which training convergence, text generation quality, and language understanding capability were assessed. Professional knowledge test sets were developed to evaluate system proficiency in TCM physician licensure content, TCM pharmacist licensure content, TCM symptom terminology recognition, and meridian identification. Clinical tests were conducted to compare the system with attending physicians in terms of diagnostic accuracy, consultation rounds, and consultation duration. ResultsAfter 100 000 iterations, the training loss value was gradually stabilized at about 0.7±0.08, indicating that the TCM-LLM has been trained and has good generalization ability. The TCM-LLM scored 0.38 in BLEU-4 and 0.62 in ROUGE-L, suggesting that its natural language processing ability meets the standard. We obtained 2715 symptom terms, 505 relationships between diseases and syndromes, 1011 relationships between diseases and main symptoms, and 1 303 600 relationships among different symptoms, and constructed the Agent of syndrome differentiation model. The accuracy rates in the simulated tests for TCM practitioners, licensed pharmacists of Chinese materia medica, recognition of TCM symptom terminology, and meridian recognition were 94.09%, 78.00%, 87.50%, and 68.80%, respectively. In clinical tests, the syndrome differentiation accuracy of the system reached 88.33%, with fewer consultation rounds and shorter consultation time compared to the attending physicians (P<0.01), suggesting that the system has a certain pre- consultation ability. ConclusionThe LLM-based intelligent TCM pre-diagnosis system could simulate diagnostic thinking of TCM physicians to a certain extent. After understanding the patients' natural language, it collects all the patient's symptom through guided questioning, thereby enhancing the diagnostic and treatment efficiency of physicians as well as the consultation experience of the patients.
2.Clinical Efficacy and Mechanism of Shengmai Jiuxin Decoction in Treating Chronic Heart Failure with Qi and Yin Deficiency, Yang Deficiency, and Blood Stasis
Yiming YAO ; Hongjun ZHU ; Yang ZHAO ; Man SHI ; Yujin GONG ; Yuan WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):151-158
ObjectiveTo investigate the clinical efficacy and potential mechanism of Shengmai Jiuxin decoction in the treatment of acute decompensated heart failure (ADHF) with the traditional Chinese medicine (TCM) pattern of Qi and Yin deficiency, Yang deficiency, and blood stasis. MethodsA total of 68 patients diagnosed with ADHF of Qi and Yin deficiency, Yang deficiency, and blood stasis type were randomly assigned to an observation group (34 cases) and a control group (34 cases). Both groups received conventional Western medical treatment, while the observation group was additionally administered Shengmai Jiuxin decoction. Parameters compared before and after treatment included: TCM syndrome score, TCM syndrome efficacy, New York Heart Association (NYHA) functional classification, left ventricular ejection fraction (LVEF), N-terminal pro-B-type natriuretic peptide (NT-proBNP), six-minute walk distance (6MWD), hypoxia-inducible factor-1 alpha (HIF-1α), vascular endothelial growth factor A (VEGF-A), Caspase-3, and the number of rehospitalizations for heart failure within one month after discharge. ResultsThere were no significant differences in sex, age, vital signs, or underlying diseases between the two groups. Compared with baseline, both groups exhibited significant reductions in TCM syndrome scores, NT-proBNP, and HIF-1α levels (P<0.01), as well as significant increases in 6MWD, LVEF, VEGF-A, and Caspase-3 levels (P<0.05, P<0.01). After treatment, the observation group showed significantly greater reductions in TCM syndrome score, NT-proBNP, HIF-1α, and Caspase-3 levels compared with the control group (P<0.05) and significantly greater increases in 6MWD, TCM syndrome efficacy, and VEGF-A levels (P<0.05). No significant differences were observed between the groups in NYHA functional classification, LVEF, or the number of rehospitalizations for heart failure within one month after discharge. No drug-related adverse events were reported in either group during the treatment period. ConclusionShengmai Jiuxin decoction can improve cardiac function and clinical symptoms in patients with ADHF of Qi and Yin deficiency, Yang deficiency, and blood stasis type. Its mechanisms may be related to the regulation of the HIF-1 signaling pathway by modulating targets such as HIF-1α, VEGF-A, and Caspase-3.
3.Clinical Efficacy and Mechanism of Shengmai Jiuxin Decoction in Treating Chronic Heart Failure with Qi and Yin Deficiency, Yang Deficiency, and Blood Stasis
Yiming YAO ; Hongjun ZHU ; Yang ZHAO ; Man SHI ; Yujin GONG ; Yuan WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):151-158
ObjectiveTo investigate the clinical efficacy and potential mechanism of Shengmai Jiuxin decoction in the treatment of acute decompensated heart failure (ADHF) with the traditional Chinese medicine (TCM) pattern of Qi and Yin deficiency, Yang deficiency, and blood stasis. MethodsA total of 68 patients diagnosed with ADHF of Qi and Yin deficiency, Yang deficiency, and blood stasis type were randomly assigned to an observation group (34 cases) and a control group (34 cases). Both groups received conventional Western medical treatment, while the observation group was additionally administered Shengmai Jiuxin decoction. Parameters compared before and after treatment included: TCM syndrome score, TCM syndrome efficacy, New York Heart Association (NYHA) functional classification, left ventricular ejection fraction (LVEF), N-terminal pro-B-type natriuretic peptide (NT-proBNP), six-minute walk distance (6MWD), hypoxia-inducible factor-1 alpha (HIF-1α), vascular endothelial growth factor A (VEGF-A), Caspase-3, and the number of rehospitalizations for heart failure within one month after discharge. ResultsThere were no significant differences in sex, age, vital signs, or underlying diseases between the two groups. Compared with baseline, both groups exhibited significant reductions in TCM syndrome scores, NT-proBNP, and HIF-1α levels (P<0.01), as well as significant increases in 6MWD, LVEF, VEGF-A, and Caspase-3 levels (P<0.05, P<0.01). After treatment, the observation group showed significantly greater reductions in TCM syndrome score, NT-proBNP, HIF-1α, and Caspase-3 levels compared with the control group (P<0.05) and significantly greater increases in 6MWD, TCM syndrome efficacy, and VEGF-A levels (P<0.05). No significant differences were observed between the groups in NYHA functional classification, LVEF, or the number of rehospitalizations for heart failure within one month after discharge. No drug-related adverse events were reported in either group during the treatment period. ConclusionShengmai Jiuxin decoction can improve cardiac function and clinical symptoms in patients with ADHF of Qi and Yin deficiency, Yang deficiency, and blood stasis type. Its mechanisms may be related to the regulation of the HIF-1 signaling pathway by modulating targets such as HIF-1α, VEGF-A, and Caspase-3.
4.Untargeted Metabolomics Reveals Mechanism of Modified Sinisan in Ameliorating Anxiety-like Behaviors Induced by Chronic Restraint Stress in Mice
Jie ZHAO ; Zhengyu FANG ; He XIAO ; Na GUO ; Hongwei WU ; Hongjun YANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(21):70-79
ObjectiveTo elucidate the potential mechanism of modified Sinisan (MSNS) in alleviating anxiety-like behaviors induced by chronic restraint stress (CRS) in mice at the metabolic level based on serum untargeted metabolomics and identify key metabolites and metabolic pathways regulated by MSNS. MethodsSeventy-two male C57BL/6 mice were randomly assigned into six groups: control, model, high-dose (2.4 g·kg-1) MSNS, medium-dose (1.2 g·kg-1) MSNS, low-dose (0.6 g·kg-1) MSNS, and positive control (fluoxetine, 2.6 mg·kg-1). Except the control group, the other groups were subjected to CRS for the modeling of anxiety. Mice were administrated with corresponding agents by gavage 2 h before daily restraint for 14 days. Anxiety-like behaviors were evaluated by the open field test (OFT), elevated plus maze (EPM) test, and light/dark box (LDB) test. Serum levels of corticotropin-releasing hormone (CRH), adrenocorticotrophic hormone (ACTH), and corticosterone (CORT) were measured via ELISA to assess stress levels. Ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) was employed to detect 9 metabolites in the brain tissue and serum metabolites. Orthogonal partial least squares-discriminant analysis (OPLS-DA) was adopted to identify differential metabolites (VIP>1.0, P<0.05). MetaboAnalyst 5.0 was used for metabolic pathway enrichment analysis of the differential metabolites. ResultsCompared with the control group, the model group showed reductions in the central activity time and central distance in the OFT (P<0.05), the proportions of open-arm residence time and open-arm residence times in the EPM test (P<0.01), and the proportions of open box activity time and open box activity distance in the LDB test (P<0.05), which were increased in the medium- and high-dose MSNS groups compared with the model group (P<0.05). Compared with the control group, the model group showed elevated levels of CRH, ACTH, and CORT in the serum (P<0.01), and the elevations were diminished in the medium- and high-dose MSNS groups (P<0.05). UPLC-MS results indicated that compared with the control group, the model group presented declined DA, GABA, 5-HIAA, 5-HT, and 5-HT/Trp levels (P<0.05, P<0.01) and raised Glu, NE, Kyn, and Kyn/Trp levels (P<0.05). Compared with the model group, high-dose MSNS increased the GABA, 5-HIAA, and 5-HT/Trp levels (P<0.05) and lowered the Glu and Kyn/Trp levels (P<0.05). Untargeted metabolomics identified that 16 CRS-induced metabolic disturbances were reversed by MSNS. KEGG pathway analysis indicated that MSNS primarily modulated eight core pathways including alanine/aspartate/glutamate metabolism, butyrate metabolism, arginine-proline metabolism, TCA cycle, unsaturated fatty acid biosynthesis, and tryptophan metabolism. The mechanisms involved multidimensional biological processes, including neurotransmitter homeostasis regulation, TCA cycle energy metabolism optimization, and inflammatory response suppression. ConclusionMSNS alleviates CRS-induced anxiety-like behaviors in mice by mitigating hypothalamic-pituitary-adrenal axis hyperactivity, improving hippocampal neurotransmitter and tryptophan metabolic pathways, and regulating alanine/aspartate/glutamate metabolism, butyrate metabolism, arginine-proline metabolism, and TCA cycle.
5.Untargeted Metabolomics Reveals Mechanism of Modified Sinisan in Ameliorating Anxiety-like Behaviors Induced by Chronic Restraint Stress in Mice
Jie ZHAO ; Zhengyu FANG ; He XIAO ; Na GUO ; Hongwei WU ; Hongjun YANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(21):70-79
ObjectiveTo elucidate the potential mechanism of modified Sinisan (MSNS) in alleviating anxiety-like behaviors induced by chronic restraint stress (CRS) in mice at the metabolic level based on serum untargeted metabolomics and identify key metabolites and metabolic pathways regulated by MSNS. MethodsSeventy-two male C57BL/6 mice were randomly assigned into six groups: control, model, high-dose (2.4 g·kg-1) MSNS, medium-dose (1.2 g·kg-1) MSNS, low-dose (0.6 g·kg-1) MSNS, and positive control (fluoxetine, 2.6 mg·kg-1). Except the control group, the other groups were subjected to CRS for the modeling of anxiety. Mice were administrated with corresponding agents by gavage 2 h before daily restraint for 14 days. Anxiety-like behaviors were evaluated by the open field test (OFT), elevated plus maze (EPM) test, and light/dark box (LDB) test. Serum levels of corticotropin-releasing hormone (CRH), adrenocorticotrophic hormone (ACTH), and corticosterone (CORT) were measured via ELISA to assess stress levels. Ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) was employed to detect 9 metabolites in the brain tissue and serum metabolites. Orthogonal partial least squares-discriminant analysis (OPLS-DA) was adopted to identify differential metabolites (VIP>1.0, P<0.05). MetaboAnalyst 5.0 was used for metabolic pathway enrichment analysis of the differential metabolites. ResultsCompared with the control group, the model group showed reductions in the central activity time and central distance in the OFT (P<0.05), the proportions of open-arm residence time and open-arm residence times in the EPM test (P<0.01), and the proportions of open box activity time and open box activity distance in the LDB test (P<0.05), which were increased in the medium- and high-dose MSNS groups compared with the model group (P<0.05). Compared with the control group, the model group showed elevated levels of CRH, ACTH, and CORT in the serum (P<0.01), and the elevations were diminished in the medium- and high-dose MSNS groups (P<0.05). UPLC-MS results indicated that compared with the control group, the model group presented declined DA, GABA, 5-HIAA, 5-HT, and 5-HT/Trp levels (P<0.05, P<0.01) and raised Glu, NE, Kyn, and Kyn/Trp levels (P<0.05). Compared with the model group, high-dose MSNS increased the GABA, 5-HIAA, and 5-HT/Trp levels (P<0.05) and lowered the Glu and Kyn/Trp levels (P<0.05). Untargeted metabolomics identified that 16 CRS-induced metabolic disturbances were reversed by MSNS. KEGG pathway analysis indicated that MSNS primarily modulated eight core pathways including alanine/aspartate/glutamate metabolism, butyrate metabolism, arginine-proline metabolism, TCA cycle, unsaturated fatty acid biosynthesis, and tryptophan metabolism. The mechanisms involved multidimensional biological processes, including neurotransmitter homeostasis regulation, TCA cycle energy metabolism optimization, and inflammatory response suppression. ConclusionMSNS alleviates CRS-induced anxiety-like behaviors in mice by mitigating hypothalamic-pituitary-adrenal axis hyperactivity, improving hippocampal neurotransmitter and tryptophan metabolic pathways, and regulating alanine/aspartate/glutamate metabolism, butyrate metabolism, arginine-proline metabolism, and TCA cycle.
6.ZHAO Hong's experience in treatment of gynecological diseases based on spleen-stomach theories.
Han TANG ; Hong ZHAO ; Yunhong YANG ; Hongjun KUANG
Chinese Acupuncture & Moxibustion 2025;45(11):1633-1638
The paper introduces Professor ZHAO Hong's clinical experience and the thinking of diagnosis and treatment for gynecological diseases based on spleen-stomach theories of TCM and explore the effects of the dysfunction of spleen and stomach on gynecological diseases. In clinical practice, Professor ZHAO proposes the "theory" for protecting the spleen and stomach, and in consideration of the other organs; focuses on the "principle" for strengthening the spleen, harmonizing the stomach, promoting qi circulation, removing stagnation and mutually-regulating the body, qi and mind; and adopts the "methods" of integrating acupuncture with medication and specially uses the warming and resolving techniques. She attaches importance to "acupoints" on the detection, and the selection of fewer but more effective ones; and delivers the "needling techniques" for releasing the stagnation and obstruction and inducing muscle jumping and sensation transmission. Professor ZHAO Hong integrates acupuncture with medication in views of spleen and stomach theories of TCM for ovarian insufficiency, polycystic ovary syndrome, endometriosis, thin endometrium and dysfunctional uterine bleeding, which provides the references for the treatment of gynecological diseases.
Humans
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Female
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Acupuncture Therapy
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Spleen/physiopathology*
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Genital Diseases, Female/physiopathology*
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Stomach/physiopathology*
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Medicine, Chinese Traditional
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Acupuncture Points
7.IL-37 inhibits macrophage-mediated plasma cell mastitis
Youyuan DENG ; Hongjun ZHAO ; Lifen YE ; Jingyong LI ; Huaixiao ZHANG ; Chao ZHANG ; Jianguo WANG
Basic & Clinical Medicine 2025;45(11):1444-1450
Objective To investigate whether interleukin-37(IL-37)affects macrophage M1 polarization via nu-cleotide oligomerization of structural domain receptor protein 1(NOD1)/nuclear factor κB(NF-κB)in plasma cell mastitis.Methods A total of 15 patients with plasma cell mastitis were recruited according to the collection standard as inflammatory breast tissue and normal breast tissue with a distance of ≥ 3 cm from the edge of the in-flammatory breast tissue.QPCR was performed to detect NOD1 and IL-3.Phorbol ester(PE)was used to induce THP-1 cells to differentiate into resting macrophages(M0).Lipopolysaccharide(LPS)combined with interferon(IFN-γ)was used to induce the polarization of M0 macrophages towards the M1 phenotype.NOD1 lentiviral RNA interference or over-expression vectors were constructed to regulate the expression of NOD1 in M1 macrophages.M0 macrophages were pretreated with IL-37 recombinant protein and then incubated with LPS and IFN-γ for induction.The expression of NOD1,IL-37,M1 markers(IL-6 and iNOS)and M2 markers(IL-10 and Arg-1)was quantified by qPCR.Western blot was employed to assess the protein level of NOD1,NF-κB p65,and p-NF-κB p65.Co-immunoprecipitation was used to detect the interaction between NOD1 and IL-37.Results Up-regulation of NOD1 and down-regulation of IL-37 as were found in inflammatory breast tissues(P<0.05).Compared to M0 cells,M1 cells showed up-regulated NOD1 and M1 markers and the elevated phosphorylated NF-κB p65 but the down-regulated IL-37(P<0.05).In M1 macrophages,both NF-κB inhibitor and NOD1 knockdown led to the down-regulation of NOD1 and M1 markers and caused a decrease in the phosphorylated NF-κB p65(P<0.05).IL-37 recombinant protein decreased phosphorylation of NOD1,M1 marker and NF-κB p65,which was reversed by over-expression of NOD1.IL-37 may interact with NOD1(P<0.05).Conclusions IL-37 may inhibit M1 polarization in macrophages by down-regulating NOD1/NF-κB pathway thereby preventing plasma cell mastitis progression.
8.Optimized ROX index can predict transitioning to mechanical ventilation in acute hypoxic respiratory failure pediatric patients on HFNC:a real-world study
Yao LIU ; Shaodong ZHAO ; Mingxing FAN ; Le JING ; Hongjun MIAO
Chinese Journal of Emergency Medicine 2025;34(6):782-788
Objective:To evaluate the predictive value of the ROX index and its modified versions for assessing the therapeutic efficacy of high-flow nasal cannula oxygen therapy (HFNC) in pediatric patients with acute hypoxemic respiratory failure (AHRF).Methods:This retrospective study analyzed clinical data from 130 AHRF children admitted to the Pediatric Intensive Care Unit (PICU) of Nanjing Medical University Affiliated Children’s Hospital between January 2020 and December 2024. Patients were categorized into two groups: HFNC success ( n=99) and HFNC failure ( n=31). Clinical parameters were compared between groups, and the predictive performance of the ROX index and its modified variants (ROP, ROXH, ROPH) at various time points was assessed. Univariate and multivariate logistic regression analyses were conducted to identify independent risk factors for HFNC failure. Results:The HFNC failure group exhibited significantly higher baseline PaCO 2 levels (37.2 mmHg vs. 34.1 mmHg, P<0.05) and prolonged PICU stays (21 days vs. 12 days, P<0.01) compared to the success group. During treatment, the success group demonstrated marked improvements in oxygenation parameters (S/F ratio, P/F ratio) and ROX-derived indices (ROX, ROP, ROXH, ROPH) ( P<0.01). Multivariate analysis identified FiO 2 within 12 hours post-treatment and the ROPH index as independent predictors of HFNC failure ( P<0.05). ROC curve analysis revealed that the relative change in ROPH before and after treatment had the highest predictive accuracy (AUC=0.836, optimal cutoff=0.053, sensitivity=95.3%, specificity=70%) among all evaluated indices. Conclusions:Modified ROX indices, particularly the ROPH index, serve as reliable predictors of HFNC outcomes in children with AHRF. Dynamic monitoring of these indices may enable early identification of patients at risk for treatment failure, facilitating timely clinical intervention.
9.Prognostic model of ferroptosis-related genes in gastric cancer and experimental validation
Zhao Zhang ; Hongjun Tian ; Keshuo Ding ; Yong Zhu ; Feng Lin ; Sijia Yang ; Wenbin Wang
Acta Universitatis Medicinalis Anhui 2025;60(12):2215-2226
Objective:
To identify ferroptosis-related genes associated with gastric cancer prognosis and investigate their potential molecular functions.
Methods:
Gene expression profiles and clinical information of gastric cancer tissues and adjacent normal tissues were obtained from TCGA database. Differential expression analysis of ferroptosis-related genes was performed using the "DESeq2" package in R software. Key genes were identified and a prognostic model for gastric cancer was constructed through Cox regression analysis based on the LASSO algorithm. Patients were stratified into high-risk and low-risk groups according to the median risk score. The accuracy of the model was evaluated using Kaplan-Meier survival analysis and ROC curve analysis. Immune cell infiltration in gastric cancer patients was assessed with the "CIBERSORT" package. The mRNA expression of differentially expressed genes(DEGs) with prognostic significance was examined in both gastric cancer and adjacent normal tissue samples. In vitro experiments were conducted to validate the impact of hydroxycarboxylic acid receptor 1(HCAR1) on the malignant biological behavior of gastric cancer.
Results:
Based on ferroptosis-related genes from the TCGA database, a novel prognostic model was constructed. It demonstrated robust predictive power for survival in both training and validation cohorts. RT-qPCR analysis of 8 pairs of gastric cancer and normal tissues revealed that the expression patterns of 6 prognostic DEGs in cancer tissues were consistent with those predicted by the model. In vitro experiments confirmed that downregulation of the key gene HCAR1 could inhibit the proliferation, invasion, and metastasis of gastric cancer cells.
Conclusion
The ferroptosis-related gene based prognostic model exhibits robust predictive capability, allowing for accurate determination of prognosis and survival in individuals with gastric cancer.
10.Prevalence and 5-year mortality of dementia and association with geriatric syndromes in elderly population in Beijing
Shimin HU ; Fang LI ; Shaochen GUAN ; Chunxiu WANG ; Xiaowei SONG ; Hongjun LIU ; Jinghong MA ; Yan ZHAO ; Chunxiao LIU ; Huihui LI ; Yanlei ZHANG ; Jian WU ; Xianghua FANG
Chinese Journal of Epidemiology 2024;45(11):1573-1581
Objective:To investigate the prevalence and mortality of dementia and assess the impact of geriatric syndromes (GS) on the risk for dementia and death in elderly population in Beijing.Methods:A cross-sectional survey was conducted in the elderly population aged ≥65 years and selected by a multi-stage sampling in Beijing during 2013-2015. Cognitive function was screened using the Chinese Revised Version of the Mini-Mental State Examination (MMSE). Then, neurological examination and psychiatric assessment were performed for those with the MMSE score lower than the cut-off value. The information about GS prevalence was also collected. The study also collected death records for all individuals from baseline until December 31, 2019. Based on the age and gender distribution from Beijing data of the 2010 Six th National Population Census, the dementia prevalence in the study population was directly standardized. Logistic regression analysis was used to evaluate the association of different forms of dementia with GS, and Cox proportional hazards regression model was used to estimate the hazard ratio ( HR) and 95% CI of death. Results:During 2013-2015, a total of 2 935 individuals completed dementia assessments, of which 167 were diagnosed with dementia. The standardized prevalence of dementia was 5.9% (95% CI: 5.0%-17.4%). The individuals with Alzheimer's disease (AD) and vascular dementia (VaD) accounted for 58.7% and 28.1% of total individuals with dementia, respectively. Aging, lower education level, urinary incontinence, and fall were risk factors for AD, while disability of activity of daily life dependence, hypertension, and stroke were found to be risk factors for VaD. After a median follow-up of 5.44 person-years, 399 deaths were recorded. The 5-year mortality risk was 2.87 (95% CI: 1.92-4.17) times and 4.93 (95% CI: 3.23-7.53) times higher for the elderly individuals with AD and VaD, respectively, compared to non-demented individuals. After adjusting for demographic, GS, and cardiovascular risk factors, the mortality risk in the elderly individuals with AD showed no significant difference compared with non-demented individuals ( HR=1.32, 95% CI: 0.89-1.97), while the mortality risk in those with VaD was 2.46 (95% CI: 1.49-4.05) times higher than that in non-demented individuals. Conclusions:The prevalence of dementia in Beijing increased significantly in the context of population aging, especially the prevalence of AD. The presence of GS increased the risks for AD and VaD, as well as the risk for death. Close attention needs to be paid to GS management in dementia prevention in elderly population.


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