1.A cohort study of lipid levels and recurrence risk of ischemic stroke in a community-based natural population in Songjiang District, Shanghai
Yangbo GENG ; Huayuan FEI ; Yunlong KAN ; Minhua TANG ; Yunhui WANG ; Jianguo YU ; Jiedong XU ; Yiling WU ; Genming ZHAO ; Yonggen JIANG ; Yan JIN
Shanghai Journal of Preventive Medicine 2025;37(7):562-568
ObjectiveTo investigate the recurrence of ischemic stroke (IS) and to analyze the association between four indices of total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) and the risk of IS recurrence by analyzing the follow-up data related to IS in the community-based natural population of Songjiang District, Shanghai, so as to provide a scientific basis for improving the prognosis of stroke patients in the community and controlling IS recurrence. MethodsA prospective follow-up study was conducted among the IS patients in the community-based cohort population, collecting data about patient’s age, gender, disease history, biochemical indicators, and etc. Cox regression model and restricted cubic spline model were used to analyze the relationship between different levels of plasma lipids and the recurrence of IS in these patients. ResultsA total of 1 368 patients with IS were included. The total follow-up duration was 7 171.46 person-years, with a median follow-up time of 6.24 years. There were 420 cases of IS recurrence, resulting in a cumulative recurrence rate of 30.70%. The results of multivariate Cox regression analysis showed that the recurrence risk of IS was reduced when the baseline TC and LDL-C levels of IS patients were in the ranges of 4.65‒5.67 mmol·L-1 and 2.52‒3.46 mmol·L-1, respectively. The results of restricted cubic spline analysis showed a U-shaped relationship between baseline TC and LDL-C levels and the recurrence risk in IS patients. ConclusionThe cumulative recurrence rate of patients with IS in the community of Songjiang District in Shanghai is high, and the levels of TC and LDL-C at baseline survey are correlated with the recurrence of IS in these patients. It is suggested to pay more attention to the levels of LDL-C and TC in patients with IS, so as to improve the prognosis.
2.Construction of risk prediction model for predicting death or readmission in acute heart failure patients during vulnerable phase based on machine learning
Jing ZENG ; Xiaolong HE ; Huajuan HU ; Xiaoyu LUO ; Zhinian GUO ; Yunlong CHEN ; Min WANG ; Jiang WANG
Journal of Army Medical University 2024;46(7):738-745
Objective To construct risk prediction models of death or readmission in patients with acute heart failure(AHF)during the vulnerable phase based on machine learning algorithms and screen the optimal model.Methods A total of 651 AHF patients with admitted to Department of Cardiology of the Second Affiliated Hospital of Army Medical University from October 2019 to July 2021 were included.The clinical data consisting of admission vital signs,comorbidities and laboratory results were collected from electronic medical records.The composite endpoint was defined as all-cause death or readmission for worsening heart failure within 3 months after discharge.The patients were divided into a training set(521 patients)and a test set(130 patients)in a ratio of 8:2 through the simple random sampling.Six machine learning models were developed,including logistic regression(LR),random forest(RF),decision tree(DT),light gradient boosting machine(LGBM),extreme gradient boosting(XGBoost)and neural networks(NN).Receiver operating characteristic(ROC)curve and decision curve analysis(DCA)were used to evaluate the predictive performance and clinical benefit of the models.Shapley additive explanation(SHAP)was used to explain and evaluate the effect of different clinical characteristics on the models.Results A total of 651 AHF patients were included,of whom 203 patients(31.2%)died or were readmitted during the vulnerable phase.ROC curve analysis showed that the AUC values of the LR,RF,DT,LGBM,XGBoost and NN model were 0.707,0.756,0.616,0.677,0.768 and 0.681,respectively.The XGBoost model had the highest AUC value.DCA showed that the XGBoost model exhibited greater clinical net benefit compared with other models,with the best predictive performance.SHAP algorithm analysis showed that the clinical features that had the greatest impact on the output of the model were serum uric acid,D-dimer,mean arterial pressure,B-type natriuretic peptide,left atrial diameter,body mass index,and New York Heart Association(NYHA)classification.Conclusion The XGBoost model has the best predictive performance in predicting the risk of death or readmission of AHF patients during the vulnerable phase.
3.Non-alcoholic fatty liver disease related health outcomes and influencing factors among community inhabitants
Yunlong KAN ; Yongmei LI ; Minhua TANG ; Yangbo GENG ; Genming ZHAO ; Yonggen JIANG
Shanghai Journal of Preventive Medicine 2024;36(6):596-601
ObjectiveTo describe different non-alcoholic fatty liver disease (NAFLD) outcomes among community inhabitants, and further to explore the correlation between bio-indicator level variance and the outcomes. MethodsPhysical indicators (height, weight, waist circumstances, hip circumstances, blood pressure, etc), biochemical indicators [fasting plasma glucose, HbA1c, serum triglycerides(TG), serum total cholesterol(TC), low-density lipoprotein cholesterol(LDL-C), high-density lipoprotein cholesterol(HDL-C), liver related transaminase, etc] and clinical imaging (B-scan ultrasonography) were collected during the follow-up from the Songjiang Natural Population Sub-cohort. The identification of NAFLD was supported by the definition criteria from Guidelines for the diagnosis and treatment of non⁃alcoholic fatty liver disease. Paired t-test and multifactorial logistic regression model were used to compare the difference between the indicator level of the subjects from different outcome subgroups and to further analyze the correlation between these indicator variance and different NAFLD outcomes. ResultsDuring a median follow-up time of 2.94 years, 12 076 subjects were involved. The cumulative NAFLD incidence and remission rate were 21.57% and 31.15%, respectively. The proportion of subjects who still had NAFLD was 27.96%. Among subjects with newly-developed NAFLD, indicators including blood pressure, BMI, fasting plasma glucose, and plasma lipid level increased, while in the remission subgroup, blood pressure, BMI(WHR), waist-hip ratio(WHR), and TG level were significantly decreased. Increased level of systolic pressure, WHR, BMI, HbA1c, and LDL-C might be the risk factors to the occurrence of NAFLD. While decreased level of WHR, BMI, TC and LDL-C level and elevated HDL-C level were likely to be the influencing factors of NAFLD remission process. ConclusionThe NAFLD morbidity in the community inhabitants is relatively high. BMI, WHR, fasting plasma sugar and plama lipid level variance may act as the influencing factors towards different NAFLD outcomes.
4.Salvage radical surgery in early-stage colorectal cancer patients undergoing non-curative endoscopic resection
Shuo FENG ; Weidong DOU ; Yingchao WU ; Guowei CHEN ; Tao WU ; Yong JIANG ; Pengyuan WANG ; Jixin ZHANG ; Yunlong CAI ; Long RONG ; Junling ZHANG ; Xin WANG
Chinese Journal of General Surgery 2024;39(2):81-85
Objective:To evaluate whether additional radical surgery is necessary following non-curative endoscopic resection of early colorectal cancer.Method:Clinicopathological data in 104 patients following non-curative endoscopic resection of early colorectal coucer at the Department of General Surgery, Peking University First Hospital between Jan 2011 and Dec 2021.Results:Lymph node metastasis and/or residual cancer was found in 23 patients (22%), including 12 cases of lymph node metastasis, 7 cases of residual cancer and 4 patients with both residual cancer and lymph node metastasis. Univariate analysis indicated that vascular infiltration, positive vertical margin, and female gender were risk factors for lymph node metastasis. Risk factors for residual cancer were tumors ≥2 cm in size, negative lift sign, infiltration depth of ≥1 000 μm, and positive horizontal and vertical margins. Multivariate Logistic regression analysis revealed that vascular invasion, positive vertical margins, and being female were independent risk factors for lymph node metastasis, while positive vertical margins was independent risk factor for residual cancer. Salvage surgery lasted for a median of 184 (156-233) minutes, with an estimated blood loss of 50 (20-100) ml and an average postoperative hospital stay of 9 (8-11) days. Seven cases of Clavein-Dindo Ⅱ or higher complications were observed, including pulmonary embolism in 1 case , anastomotic leakage in one, lymphatic fistula in one, bowel obstruction in 2 cases and urinary tract infection in 2 cases.Conclusion:Salvage surgery is mandatory for early endoscopic non-curative resection of colorectal cancer.
5.Determination of Biological Titers of Ranae Oviductus Anti-Aging Vitality
Jiyuan JIA ; Dacheng JIANG ; Zhen ZHANG ; Yunlong SUN
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(4):1008-1016
Objective Based on the efficacy of Ranae Oviductus in reinforcing the kidney and replenishing essence,a biological titer assay for Ranae Oviductus was developed using anti-ageing vitality as an indicator,and this was used to evaluate the quality of Ranae Oviductus from different origins and to provide a reference for improving its quality standard.Methods MRC-5 cells were used as the study target and H2O2 was used as the acute senescence model-inducing drug to verify the anti-aging effect of Ranae Oviductus by cell viability and β-galactosidase staining rate.Vc was selected as the reference and CCK-8 method was used as the biological titer assay for Ranae Oviductus.Results In the cell viability assay,compared to the model group,the Ranae Oviductus group was able to up-regulate cell viability,with the best effect at 250.0 μg·mL-1,up-regulating by 20.01%.The percentage of SA-β-gal positive cells was reduced by 17.70%in the cells pretreated with Ranae Oviductus.The results of the biological titer of anti-aging determination showed that the biological titer of anti-aging of Ranae Oviductus from different origins ranged from 218.03 to 1152.04 U·mg-1,with an extreme difference of 934.01 U·mg-1.Conclusion The established biological titer assay for Ranae Oviductus can clearly distinguish the differences in the quality of Ranae Oviductus and provide a certain reference for the quality evaluation and control of Ranae Oviductus.
6.Research progress of treatment position in patients with severe craniocerebral injury
Yunlong JIANG ; Bingbing GAO ; Jianhua WEI ; Fangfang HUANG
Chinese Journal of Practical Nursing 2023;39(30):2389-2393
The purpose of this study was to review the research status of teatment position in patients with severe craniocerebral injury. It was intended to introduce the relevant treatment position, the relationship between the position and intracranial pressure, cerebral perfusion pressure, and the application status of treatment position, it provided evidence for the rehabilitation and nursing of patients with severe craniocerebral injury.
7.Research progress of application and management of home blood pressure monitoring
Hongping SUI ; Rui WANG ; Tingting LI ; Genya SHI ; Tongtong JIANG ; Tieying SHI ; Yunlong XIA
Chinese Journal of Nursing 2023;58(22):2801-2806
Hypertension has a high global prevalence rate,which is the main preventable risk factor for cardiovascular disease.Home blood pressure monitoring plays an important role in diagnosis,adjustment of treatment strategies and long-term follow-up of hypertension.However,there are still enormous challenges for the popularization and standardized application of home blood pressure monitoring.Therefore,this review article describes indication,standardized implementation protocol,current status and influencing factors of implementation and management forms of home blood pressure monitoring.It can provide a reference for promoting the implementation of practical guidelines for home blood pressure monitoring and optimizing the application of home blood pressure monitoring.
8.Preparation and immungenicity of recombinant protein containing intramolecular adjuvant in SARS-CoV-2 RBD domain.
Jingwen JIANG ; Yunlong WANG ; Yulin LI ; Jichuang WANG ; Yiqing ZHANG ; Xudong WANG ; Xiaojun WANG ; Heng ZHANG
Chinese Journal of Biotechnology 2022;38(9):3353-3362
A fusion protein containing a tetanus toxin peptide, a tuftsin peptide and a SARS-CoV-2S protein receptor-binding domain (RBD) was prepared to investigate the effect of intramolecular adjuvant on humoral and cellular immunity of RBD protein. The tetanus toxin peptide, tuftsin peptide and S protein RBD region were connected by a flexible polypeptide, and a recombinant vector was constructed after codon optimization. The recombinant S-TT-tuftsin protein was prepared by prokaryotic expression and purification. BALB/c mice were immunized after mixed with aluminum adjuvant, and the humoral and cellular immune effects were evaluated. The recombinant S-TT-tuftsin protein was expressed as an inclusion body, and was purified by ion exchange chromatography and renaturated by gradient dialysis. The renaturated protein was identified by Dot blotting and reacted with serum of descendants immunized with SARS-CoV-2 subunit vaccine. The results showed that the antibody level reached a plateau after 35 days of immunization, and the serum antibody ELISA titer of mice immunized with recombinant protein containing intramolecular adjuvant was up to 1:66 240, which was significantly higher than that of mice immunized with S-RBD protein (P < 0.05). At the same time, the recombinant protein containing intramolecular adjuvant stimulated mice to produce a stronger lymphocyte proliferation ability. The stimulation index was 4.71±0.15, which was significantly different from that of the S-RBD protein (1.83±0.09) (P < 0.000 1). Intramolecular adjuvant tetanus toxin peptide and tuftsin peptide significantly enhanced the humoral and cellular immune effect of the SARS-CoV-2 S protein RBD domain, which provideda theoretical basis for the development of subunit vaccines for SARS-CoV-2 and other viruses.
Adjuvants, Immunologic
;
Aluminum
;
Animals
;
Antibodies, Neutralizing
;
Antibodies, Viral
;
COVID-19/prevention & control*
;
COVID-19 Vaccines/genetics*
;
Humans
;
Mice
;
Mice, Inbred BALB C
;
Recombinant Proteins/genetics*
;
SARS-CoV-2/genetics*
;
Spike Glycoprotein, Coronavirus/genetics*
;
Tetanus Toxin
;
Tuftsin
;
Vaccines, Subunit
;
Viral Vaccines
9.Identification of potential anti-pneumonia pharmacological components of Glycyrrhizae Radix et Rhizoma after the treatment with Gan An He Ji oral liquid
Xiaojuan JIANG ; Yihua LIN ; Yunlong WU ; Caixia YUAN ; Xuli LANG ; Jiayun CHEN ; Chunyan ZHU ; Xinyi YANG ; Yu HUANG ; Hao WANG ; Caisheng WU
Journal of Pharmaceutical Analysis 2022;12(6):839-851
Glycyrrhizae Radix et Rhizoma,a traditional Chinese medicine also known as Gan Cao(GC),is frequently included in clinical prescriptions for the treatment of pneumonia.However,the pharmacological com-ponents of GC for pneumonia treatment are rarely explored.Gan An He Ji oral liquid(GAHJ)has a simple composition and contains GC liquid extracts and paregoric,and has been used clinically for many years.Therefore,GAHJ was selected as a compound preparation for the study of GC in the treatment of pneumonia.We conducted an in vivo study of patients with pneumonia undergoing GAHJ treatments for three days.Using the intelligent mass spectrometry data-processing technologies to analyze the meta-bolism of GC in vivo,we obtained 168 related components of GC in humans,consisting of 24 prototype components and 144 metabolites,with 135 compounds screened in plasma and 82 in urine.After analysis of the metabolic transformation relationship and relative exposure,six components(liquiritin,liquiritigenin,glycyrrhizin,glycyrrhetinic acid,daidzin,and formononetin)were selected as potential effective components.The experimental results based on two animal pneumonia models and the in-flammatory cell model showed that the mixture of these six components was effective in the treatment of pneumonia and lung injury and could effectively downregulate the level of inducible nitric oxide synthase(iNOS).Interestingly,glycyrrhetinic acid exhibited the strongest inhibition on iNOS and the highest exposure in vivo.The following molecular dynamic simulations indicated a strong bond between glycyrrhetinic acid and iNOS.Thus,the current study provides a pharmaceutical basis for GC and reveals the possible corresponding mechanisms in pneumonia treatment.
10.Expression analysis of miRNA profiles in apheresis platelets at the end of storage under riboflavin and ultraviolet-Blight treatment
Hua SHEN ; Baoyun JIANG ; Yunlong ZHUANG ; Xia GAI ; Hui YE ; Mingming QIAO ; Qun LIU ; Yuanfeng CHEN ; Yuxia WANG ; Dunzhu GONGJUE
Chinese Journal of Blood Transfusion 2021;34(9):961-966
【Objective】 To investigate the changes of platelet microRNA (miRNA) expression profiles on d1 and d5 during storage with riboflavin and ultraviolet-B (UVB) light (VB

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