1.A prediction model for stroke risk among middle-aged and elderly populations
CHU Chu ; XU Hong ; CAI Bo ; HAN Yingying ; MU Haixiang ; ZHENG Huiyan ; LIN Ling
Journal of Preventive Medicine 2025;37(7):649-653
Objective:
To create a prediction model for stroke risk among middle-aged and elderly populations, so as to provide a basis for early identification of high-risk population for stroke.
Methods:
From October to December 2023, residents aged ≥45 years in Chongchuan District, Nantong City, Jiangsu Province were selected using a multi-stage stratified random sampling method. The demographic information, life behavior, and chronic disease data were collected through a questionnaire survey. The standardized prevalence of stroke was calculated using data from the seventh National Population Census. The subjects were randomly divided into the training set and the internal validation set according to the ratio of 8∶2. The basic demographic information, life behavior, and chronic diseases of residents aged ≥45 years in Rugao City were collected from July to August 2023 as the external validation set. Predictive factors were selected using multivariable logistic regression model, and a nomogram for stroke among residents aged ≥45 years was established. The prediction effect was evaluated using the area under the curve (AUC) of the receiver operating characteristic (ROC), calibration curve, and Hosmer-Lemeshow goodness of fit test.
Results:
A total of 6 290 residents aged ≥45 years were included, including 2 975 males (47.30%) and 3 315 females (52.70%). The average age was (61.90±10.20) years. The prevalence of stroke was 3.80%, and the standardized prevalence was 3.36%. The multivariable logistic regression showed that age, smoking, hypertension, and hyperlipidemia were predictors of stroke risk among residents aged ≥45 years, and the prediction model was ln[p/(1-p)]=-4.619+0.046×age+0.383×smoking+0.887×hypertension+0.678×hyperlipidemia. The AUC values of the training set, internal validation set, and external validation set were 0.748, 0.755, and 0.738, respectively. The consistency indexes were 0.748, 0.755, and 0.738, respectively. The Hosmer-Lemeshow goodness of fit test showed a good fitting effect (P>0.05).
Conclusion
The prediction model based on age, smoking, hypertension, and hyperlipidemia has good discrimination and calibration, and can be used to predict the risk of stroke among middle-aged and elderly populations aged ≥45 years.
2.Medication rules and mechanisms of treating chronic renal failure by Jinling medical school based on data mining, network pharmacology, and experimental validation.
Jin-Long WANG ; Wei WU ; Yi-Gang WAN ; Qi-Jun FANG ; Yu WANG ; Ya-Jing LI ; Fee-Lan CHONG ; Sen-Lin MU ; Chu-Bo HUANG ; Huang HUANG
China Journal of Chinese Materia Medica 2025;50(6):1637-1649
This study aims to explore the medication rules and mechanisms of treating chronic renal failure(CRF) by Jinling medical school based on data mining, network pharmacology, and experimental validation systematically and deeply. Firstly, the study selected the papers published by the inherited clinicians in Jinling medical school in Chinese journals using the subject headings named "traditional Chinese medicine(TCM) + chronic renal failure", "TCM + chronic renal inefficiency", or "TCM + consumptive disease" in China National Knowledge Infrastructure, Wanfang, and VIP Chinese Science and Technology Periodical Database and screened TCM formulas for treating CRF according to inclusion and exclusion criteria. The study analyzed the frequency of use of single TCM and the four properties, five tastes, channel tropism, and efficacy of TCM used with high frequency and performed association rule and clustering analysis, respectively. As a result, a total of 215 TCM formulas and 235 different single TCM were screened, respectively. The TCM used with high frequency included Astragali Radix, Rhei Radix et Rhizoma, Salviae Miltiorrhizae Radix et Rhizoma, Poria, and Atractylodis Macrocephalae Rhizoma(top 5). The single TCM characterized by "cold properties, sweet flavor, and restoring spleen channel" and the TCM with the efficacy of tonifying deficiency had the highest frequency of use, respectively. Then, the TCM with the rules of "blood-activating and stasis-removing" and "diuretic and dampness-penetrating" appeared. In addition, the core combination of TCM [(Hexin Formula, HXF)] included "Astragali Radix, Rhei Radix et Rhizoma, Poria, Salviae Miltiorrhizae Radix, and Angelicae Sinensis Radix". The network pharmacology analysis showed that HXF had 91 active compounds and 250 corresponding protein targets including prostaglandin-endoperoxide synthase 2(PTGS2), PTGS1, sodium voltage-gated channel alpha subunit 5(SCN5A), cholinergic receptor muscarinic 1(CHRM1), and heat shock protein 90 alpha family class A member 1(HSP90AA1)(top 5). Gene Ontology(GO) function analysis revealed that the core targets of HXF predominantly affected biological processes, cellular components, and molecular functions such as positive regulation of transcription by ribonucleic acid polymerase Ⅱ and DNA template transcription, formation of cytosol, nucleus, and plasma membrane, and identical protein binding and enzyme binding. Kyoto Encyclopedia of Genes and Genomes(KEGG) analysis revealed that CRF-related genes were involved in a variety of signaling pathways and cellular metabolic pathways, primarily involving "phosphatidylinositol 3-kinase(PI3K)-protein kinase B(Akt) pathway" and "advanced glycation end products-receptor for advanced glycation end products". Molecular docking results showed that the active components in HXF such as isomucronulatol 7-O-glucoside, betulinic acid, sitosterol, and przewaquinone B might be crucial in the treatment of CRF. Finally, a modified rat model with renal failure induced by adenine was used, and the in vivo experimental confirmation was performed based on the above-mentioned predictions. The results verify that HXF can regulate mitochondrial autophagy in the kidneys and the PI3K-Akt-mammalian target of rapamycin(mTOR) signaling pathway activation at upstream, so as to alleviate renal tubulointerstitial fibrosis and then delay the progression of CRF.
Data Mining
;
Drugs, Chinese Herbal/chemistry*
;
Network Pharmacology
;
Humans
;
Kidney Failure, Chronic/metabolism*
;
Medicine, Chinese Traditional
;
China
3.Role of inflammatory factors in diabetic ulcers and prospects of traditional Chinese medicine intervention
Yuchang ZHANG ; Xiang CHEN ; Bo HE ; Shenghua LI ; Xiangqian MU ; Weiqiang SUN ; Li ZHANG ; Jie CHEN
Chinese Journal of Tissue Engineering Research 2024;28(34):5544-5551
BACKGROUND:Diabetic ulcers are a common complication of diabetes mellitus,which is manifested as foot ulcers complicated with infection,long treatment cycle,high disability rate and mortality rate,and brings a heavy burden to patients and social care. OBJECTIVE:To review the mechanism of action and the latest treatment progress of traditional Chinese medicine(TCM)in the treatment of diabetic ulcers,and to provide a basis for further theoretical research and clinical application. METHODS:CNKI,WanFang Database and PubMed database were searched for relevant literature using the keywords of"diabetic ulcer,medicinal herb,inflammation,interleukin-1β,interleukin-6,tumor necrosis factor,hypersensitive C-reactive protein,γ-interferon,interleukin-4,interleukin-10"in Chinese and English,respectively.The relevant literature in recent years was searched,and finally 75 articles were included for review. RESULTS AND CONCLUSION:The high glucose environment of the body will increase the level of pro-inflammatory cytokines,so that diabetic ulcer wounds are in a state of chronic inflammatory response for a long time,and difficult to heal or even not heal.TCM has summed up a lot of experience in the long-term struggle with diabetic ulcer.At present,TCM divides diabetic ulcers into four syndrome types:dampness and heat poison syndrome,blood and blood stasis obstruction pattern,heat poison injury Yin pattern,and Qi and blood deficiency syndrome,as well as representative prescriptions for treatment.According to their clinical characteristics,diabetic ulcers can be also divided into three stages:primary,middle and late stages.Different treatment methods are proposed:"clear method,""warm and clear combined use"and"maintenance method."Under the guidance of dialectical typing and staging of TCM,TCM monomers,extracts and compounds inhibit the inflammatory response and promote the healing of diabetic ulcers by down-regulating the expression of pro-inflammatory factors and/or up-regulating the expression of anti-inflammatory factors.Compared with modern medicine,TCM has significant advantages in the treatment of diabetic ulcers.There are many TCM monomers,extracts and compounds for the treatment of diabetic ulcers,such as angelica,curcumin,improved Chonghe ointment,Sanhuang blood exhaustion prescription and sore-ulcer I.formula,etc.It has been found that TCM for the treatment of diabetic ulcers is mainly heat-clearing and detoxifying,invigorating blood circulation and removing blood stasis,and amassing sores and muscle-building drugs,and the frequency of use,treatment scope and therapeutic effect of TCM compounds are obviously better than those of TCM monomers and extracts.Among them,the most commonly used are the Sanhuang blood exhaustion prescription and the sore-ulcer I as well as prescription for the treatment of damp heat toxicity syndrome and Zizhu ointment for the treatment of non-ischemic diabetic ulcers.However,there are also some shortcomings in the treatment of diabetic ulcers with TCM.First,there are few clinical syndrome studies on diabetic ulcers.Secondly,there are a wide variety of TCM monomers,extracts and compounds for the treatment of diabetic ulcers,and the relevant research is insufficiently in-depth.Finally,the research on the mechanism underlying TCM treatment of diabetic ulcers is still in the preliminary exploration stage,and the mechanism of action still needs to be further explored.In the future,it is necessary to strengthen the research on the pharmacology of TCM and the clinical syndrome of diabetic ulcers,analyze the potential targets and related signaling pathways of TCM in the treatment of diabetic ulcers,give full play to the therapeutic advantages of TCM with multiple targets,multiple pathways,multiple levels and multiple systems,and develop TCM with significant efficacy,active ingredients and clear targets.
4.Experimental study on contact co-culture of DiI labeled rat bone marrow mesenchymal stem cells and neonatal rat cardiomyocytes on polycaprolactone film to make myocardial patch
Zichang ZHANG ; Junsheng MU ; Fan ZHOU ; Ping BO ; Bin YOU
Chinese Journal of Cardiology 2024;52(5):525-531
Objective:To investigate the possible mechanism of DiI labeled bone marrow mesenchymal stem cells (BMSCs) in contact co-cultured with neonatal rat cardiomyocytes (CMs) on polycaprolactone (PCL) film to make myocardial patch.Methods:BMSCs from Sprague Dawley rats (aged 5-6 weeks) were isolated, cultured, and characterized for surface marker expression using flow cytometry. CMs from 15 neonatal rats were isolated and cultured. After cultured for 3 generations, BMSCs were labeled with DiI dye. On PCL film, DiI labeled BMSCs were co-cultured with CMs as the experimental group, and CMs were replaced with the same amount of unlabeled BMSCs in the control group. After 24 h of co-culture, the cell growth was observed under fluorescence microscope and the co-culture was observed under scanning electron microscope. Immunofluorescence staining was performed after 7 days to detect myocardial markers, including cardiac troponin T (cTnT) and α-actinin. BMSC differentiation on the PCL film was observed under a fluorescence microscope. The differentiation efficiency of BMSCs into cardiomyoid cells was analyzed by flow cytometry on days 1 and 7 of co-culture. Intercellular dye transfer was observed by staining CMs with calcein and co-culturing them with DiI-labeled BMSCs on PCL film. The cells were stained with immunofluorescence to detect the expression of connexin 43 (Cx43) and observe the relationship between gap junction and contact co-culture.Results:Flow cytometry showed strong positivity for CD90 and CD44 and negativity for CD11b/c and CD45 on BMSCs. After 24 h of co-culture, DiI labeled BMSCs glowed red on the PCL film, while unlabeled CMs did not; the number of cells on PCL film was large and cell morphology appeared normal under scanning electron microscope. On the 7th day of co-culture, some DiI labeled BMSCs expressed cTnT and α-actinin. Flow cytometry showed a higher differentiation rate of stem cells in the experimental group on day 7 compared to the control group ((20.12±0.15)% vs. (3.49±0.20)%, P<0.05). From the second day of co-culture, some BMSCs exhibited green dot fluorescence in Cx43 immunofluorescence staining; and by the third day, dye transfer test showed green fluorescence emission from some BMSCs. Conclusion:Contact co-culture of DiI labeled BMSCs and CMs on PCL film can make myocardial patch. The mechanism of contact co-culture promoting the differentiation and formation of myocardial patch may be associated with gap junctions and intercellular signal pathways mediated by gap junctions.
5.The Role of α7nAChR in Alzheimer’s Disease
Dao-Bo DING ; Wen-Jun MU ; Xin LI ; Huan CHEN ; Hong-Wei HOU ; Qing-Yuan HU
Progress in Biochemistry and Biophysics 2024;51(11):2897-2904
As the global population continues to age, the incidence of Alzheimer’s disease (AD), one of the most common neurodegenerative diseases, continues to rise significantly. As the disease progresses, the patient’s daily living abilities gradually decline, potentially leading to a complete loss of self-care abilities. According to estimates by the Alzheimer’s Association and the World Health Organization, AD accounts for 60%-70% of all other dementia cases, affecting over 55 million people worldwide. The case number is estimated to double by 2050. Despite extensive research, the precise etiology and pathogenesis of AD remain elusive. Researchers have a profound understanding of the disease’s pathological hallmarks, which include amyloid plaques and neurofibrillary tangles resulting from the abnormal phosphorylation of Tau protein. However, the exact causes and mechanisms of the disease are still not fully understood, leaving a vital gap in our knowledge and understanding of this debilitating disease. A crucial player that has recently emerged in the field of AD research is the α7 nicotinic acetylcholine receptor (α7nAChR). α7nAChR is composed of five identical α7 subunits that form a homopentamer. This receptor is a significant subtype of acetylcholine receptor in the central nervous system and is widely distributed in various regions of the brain. It is particularly prevalent in the hippocampus and cortical areas, which are regions associated with learning and memory. α7nAChR plays a pivotal role in several neurological processes, including neurotransmitter release, neuronal plasticity, cell signal transduction, and inflammatory response, suggesting its potential involvement in numerous neurodegenerative diseases, including AD. In recent years, the role of α7nAChR in AD has been the focus of extensive research. Emerging evidence suggests that α7nAChR is involved in several critical steps in the disease progression of AD. These include involvement in the metabolism of amyloid β-protein (Aβ), the phosphorylation of Tau protein, neuroinflammatory response, and oxidative stress. Each of these processes contributes to the development and progression of AD, and the involvement of α7nAChR in these processes suggests that it may play a crucial role in the disease’s pathogenesis. The potential significance of α7nAChR in AD is further reinforced by the observation that alterations in its function or expression can have significant effects on cognitive abilities. These findings suggest that α7nAChR could be a promising target for therapeutic intervention in AD. At present, the results of drug clinical studies targeting α7nAChR show that these compounds have improvement and therapeutic effects in AD patients, but they have not reached the degree of being widely used in clinical practice, and their drug development still faces many challenges. Therefore, more research is needed to fully understand its role and to develop effective treatments based on this understanding. This review aims to summarize the current understanding of the association between α7nAChR and AD pathogenesis. We provide an overview of the latest research developments and insights, and highlight potential avenues for future research. As we deepen our understanding of the role of α7nAChR in AD, it is hoped that this will pave the way for the development of novel therapeutic strategies for this devastating disease. By targeting α7nAChR, we may be able to develop more effective treatments for AD, ultimately improving the quality of life for patients and their families.
6.Effects of Codonop sis saponins on T cells invasion assay across H9N2 AIV infec-ted pulmonary microvascular endothelium
Chang QIAO ; Xiang LIU ; Bo FENG ; Xiang MU ; Tao ZHANG ; Hong DONG ; Ge HU ; Qian ZHANG
Chinese Journal of Veterinary Science 2024;44(8):1800-1806
In order to investigate the regulatory effect of Codonopsis saponins on the immunosup-pression caused by H9N2 subtype avian influenza virus(AIV)infection,rat pulmonary microvas-cular endothelial cells(RPMECs)were incubated with different concentrations of Codonopsis sap-onins(5,10 and 20 mg/L).The expression level of PD-L1 was detected by RT-PCR and flow cy-tometry,and the contents of TNF-α,IFN-y and IL-10 in supernatant were detected by ELISA kit.The titer of H9N2 AIV in supernatant was detected by plaque method.Then,a co-culture system of RPMECs and T cells was established using a Transwell plate with an aperture of 8 μm to mimic the migration of circulating T cells across microvessels to the site of viral infection.RPMECs were cultured in the upper chamber of Transwell,inoculated with H9N2 AIV,supplemented with 20 mg/L Codonopsis saponins 1 h later,and T cells 36 h later.After 8 h of treatment,T cells in the lower compartment were collected and the proportions of CD4+T cells and CD8+T cells were detected by flow cytometry,the expression levels of IL-2,IFN-y and granzyme B in the superna-tant were detected by ELISA,and the proportions of perforin-1 positive T cells were detected by flow cytometry.The proliferation activity of T cells was detected with the MTT cell proliferation and cytotoxicity assay kit,and the percentage of apoptotic cells was detected by flow cytometry af-ter staining of T cells with Annexin V-FITC/PI.The experimental results showed that Codonopsis saponins could significantly reduce the expression level of PD-L1,IL-10 and TNF-α in RPMECs in-duced by H9N2 AIV infection,and reduce the apoptosis rate of T cells.However,the expression levels of IL-2,IFN-y,perforin-1 and granzyme B in transendothelial migration T cells and the pro-liferation activity of T cells were significantly increased.In this study,Codonopsis saponins can sig-nificantly inhibit the expression of H9N2 AIV-induced PD-L1 in RPMECs,enhance the antiviral function of T cells migrating across the endothelial layer,and enhance the resistance of host to H9N2 AIV.
7.Relation of negative life events,neuroticism and exercise frequency to depressive symptoms in college freshmen
Wei ZHANG ; Xingmeng NIU ; Xinyao ZHANG ; Yiju WANG ; Yan QIN ; Yunxuan XIA ; Fuqin MU ; Yueqin HUANG ; Shumin BO ; Yan LIU
Chinese Mental Health Journal 2024;38(11):996-1002
Objective:Analyzing the relationship between negative life events and depressive symptoms in university freshmen,and the mediating effects of neuroticism and the moderating role of exercise frequency.Meth-ods:A sampling of 8 079 university freshmen,and the Patient Health Questionnaire was used to assess depressive symptoms,the Eysenck Personality Inventory-Neuroticism subscale to assess neuroticism,the self-administered questionnaire to assess the number of negative life events that the participants had experienced and the exercise fre-quency.Model 4 in the Process plug-in was used to test the mediating effect of neuroticism,and Model 7 to test the moderating role of exercise frequency.Results:The numbers of negative life events were positively correlated with the depressive symptoms scores(r=0.16,P<0.01),and were positively correlated with the neuroticism scores(r=0.26,P<0.01).The neuroticism scores were positively correlated with the depressive symptoms scores(r=0.52,P<0.01).Neuroticism score partially mediated between negative life events and depressive symptoms score,with a mediating effect of 78.4%,and exercise frequency score moderated between negative life events and neuroti-cism scores(β=-0.05,P=0.032).Conclusion:Negative life events are associated with depressive symptoms,neuroticism plays a mediating role,and exercise frequency could moderate negative life events and neuroticism.
8.Debridement, Antibiotics and Implant Retention for the Treatment of Periprosthetic Joint Infection After Arthroplasty: A Narrative Review
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(2):181-187
Periprosthetic joint infection (PJI) following joint arthroplasty is devastating and technique-demanding. At present, the surgical treatment for PJI includes debridement, antibiotics, and implant retention (DAIR), single- or two-stage revision, arthrodesis, and amputation. DAIR is appealing to both surgeons and patients as it can avoid unnecessary implants removal, making it less time-consuming and less invasive. In this article, we review the current knowledge in surgical timing, intraoperative details and antibiotics strategy of DAIR.
10.Basal Forebrain Cholinergic Innervation Induces Depression-Like Behaviors Through Ventral Subiculum Hyperactivation.
Nana YU ; Huina SONG ; Guangpin CHU ; Xu ZHAN ; Bo LIU ; Yangling MU ; Jian-Zhi WANG ; Yisheng LU
Neuroscience Bulletin 2023;39(4):617-630
Malfunction of the ventral subiculum (vSub), the main subregion controlling the output connections from the hippocampus, is associated with major depressive disorder (MDD). Although the vSub receives cholinergic innervation from the medial septum and diagonal band of Broca (MSDB), whether and how the MSDB-to-vSub cholinergic circuit is involved in MDD is elusive. Here, we found that chronic unpredictable mild stress (CUMS) induced depression-like behaviors with hyperactivation of vSub neurons, measured by c-fos staining and whole-cell patch-clamp recording. By retrograde and anterograde tracing, we confirmed the dense MSDB cholinergic innervation of the vSub. In addition, transient restraint stress in CUMS increased the level of ACh in the vSub. Furthermore, chemogenetic stimulation of this MSDB-vSub innervation in ChAT-Cre mice induced hyperactivation of vSub pyramidal neurons along with depression-like behaviors; and local infusion of atropine, a muscarinic receptor antagonist, into the vSub attenuated the depression-like behaviors induced by chemogenetic stimulation of this pathway and CUMS. Together, these findings suggest that activating the MSDB-vSub cholinergic pathway induces hyperactivation of vSub pyramidal neurons and depression-like behaviors, revealing a novel circuit underlying vSub pyramidal neuronal hyperactivation and its associated depression.
Rats
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Mice
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Animals
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Rats, Sprague-Dawley
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Depressive Disorder, Major/metabolism*
;
Basal Forebrain
;
Depression
;
Hippocampus/metabolism*
;
Cholinergic Agents


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