1.A prediction model for high-risk cardiovascular disease among residents aged 35 to 75 years
ZHOU Guoying ; XING Lili ; SU Ying ; LIU Hongjie ; LIU He ; WANG Di ; XUE Jinfeng ; DAI Wei ; WANG Jing ; YANG Xinghua
Journal of Preventive Medicine 2025;37(1):12-16
Objective:
To establish a prediction model for high-risk cardiovascular disease (CVD) among residents aged 35 to 75 years, so as to provide the basis for improving CVD prevention and control measures.
Methods:
Permanent residents aged 35 to 75 years were selected from Dongcheng District, Beijing Municipality using the stratified random sampling method from 2018 to 2023. Demographic information, lifestyle, waist circumference and blood biochemical indicators were collected through questionnaire surveys, physical examinations and laboratory tests. Influencing factors for high-risk CVD among residents aged 35 to 75 years were identified using a multivariable logistic regression model, and a prediction model for high-risk CVD was established. The predictive effect was evaluated using the receiver operating characteristic (ROC) curve.
Results:
A total of 6 968 individuals were surveyed, including 2 821 males (40.49%) and 4 147 females (59.51%), and had a mean age of (59.92±9.33) years. There were 1 155 high-risk CVD population, with a detection rate of 16.58%. Multivariable logistic regression analysis showed that gender, age, smoking, central obesity, systolic blood pressure, fasting blood glucose, triglyceride and low-density lipoprotein cholesterol were influencing factors for high-risk CVD among residents aged 35 to 75 years (all P<0.05). The area under the ROC curve of the established prediction model was 0.849 (95%CI: 0.834-0.863), with a sensitivity of 0.693 and a specificity of 0.863, indicating good discrimination.
Conclusion
The model constructed by eight factors including demographic characteristics, lifestyle and blood biochemical indicators has good predictive value for high-risk CVD among residents aged 35 to 75 years.
2.Improvement of quality control methods and “quality evaluation via color discrimination”of Hypericum perforatum
Xishuo LI ; Benzheng SU ; Zhenni QU ; Juanjuan ZHU ; Yanpeng DAI ; Dianhua SHI
China Pharmacy 2025;36(6):661-667
OBJECTIVE To provide a reference for the quality control of Hypericum perforatum. METHODS High- performance liquid chromatography (HPLC) was used to establish fingerprints for 20 batches of H. perforatum and determine the contents of its main components: chlorogenic acid, rutin, hyperin, isoquercitrin, avicularin, quercitrin and quercetin. Cluster analysis was conducted using SPSS 26.0 software. The chromaticity values (luminance value L*, red-green value a*, and yellow- blue value b*) of H. perforatum powder were measured using electronic eye. A prediction model for the contents of seven components in H. perforatum based on its appearance chromaticity values was established using machine learning algorithms. The predictive performance of the models was evaluated using root-mean-square-error (RMSE). RESULTS A total of 16 common peaks were calibrated in the fingerprints of 20 batches of H. perforatum, and 9 peaks were identified, which were chlorogenic acid, rutin, hyperin, isoquercitrin, avicularin, quercitrin, quercetin, hypericin and hyperforin; the similarities of the 20 batches of samples and reference fingerprint ranged from 0.889-0.987. The contents of chlorogenic acid, rutin, hyperin, isoquercitrin, avicularin, quercitrin and quercetin were 0.025%-0.166%, 0.048%-0.339%, 0.082%-0.419%, 0.017%-0.209%, 0.011%-0.134%, 0.020%-0.135%, 0.041%-0.235%, respectively. Cluster analysis results showed that 18 batches of qualified H. perforatum were grouped into three categories, when the Euclidean distance was set to 1.4. L* of the 20 batches of H. perforatum ranged from 62.814 to 75.668, a* ranged from 1.409 to 3.490, and b* ranged from 25.249 to 30.759. RMSE of three prediction models, namely XGBoost, LightGBM, and AdaBoost, ranged from 0.008 to 0.070, indicating good fitting performance. XGBoost model predicted the contents of the other six components with high accuracy, except for rutin. CONCLUSIONS The established fingerprints and content determination methods are accurate, reproducible, and reliable. The content prediction model based on appearance chromaticity values, combined with machine learning algorithms, can be used for the quality control of H. perforatum.
3.Distribution of spherical equivalent anisometropia and ocular biometric parameters in school aged children in ethnic minority areas of Yunnan Province
Chinese Journal of School Health 2025;46(11):1630-1634
Objective:
To analyze the distribution and related factors of spherical equivalent(SE) anisometropia in school aged children in ethnic minority areas of Yunnan Province, so as to provide a scientific basis for the intervention and control of SE anisometropia.
Methods:
In October 2021,a total of 1 852 school aged children in three counties/cities(Lijiang City,Dali City,Xishuangbanna) in Yunnan Province were examined by multi stage cluster random sampling method for computer optometry visual acuity examination for non ciliary paralysis and questionnaire survey.Demographic characteristics, ocular biological parameters and SE data were obtained for SE anisometropia. Group comparisons were conducted using Mann-Whitney U test or Kruskal-Wallis H test, and Logistic regression was used to explore the related factors of anisometropia in SE.
Results:
The prevalence of SE anisometropia among school age children was 23.0%, and the prevalence was higher in girls (24.2%) than that in boys (21.6%). Compared with non anisometropic children, school aged children with SE anisometropia had longer axial length (AL) [24.03 (23.41, 24.76), 23.93 (23.26, 24.61) mm] and corneal curvature radius (CR) [43.42 (42.43, 44.42), 43.14 (42.23, 44.04)mm], SE[-1.75(-2.75,-1.00),-0.94(-2.63,-0.25)D], smaller spherical scope [-1.38(-2.38,-0.75),-0.75(-2.38,0)D], deeper anterior chamber depth(ACD)[3.77(3.62, 3.93), 3.72(3.55, 3.89)mm], and grater differences in AL[0.58(0.32,0.82), 0.13( 0.06 ,0.22)mm], ACD[0.05(0.02,0.08), 0.03(0.01,0.06)mm] and AL/CR[0.01(0.01,0.02), 0.01(0.00,0.01)]( Z =-22.47 to -2.41, all P <0.05). The results of Logistic regression showed that mild myopia( OR =2.74), moderate myopia( OR =3.52), and high myopia( OR =8.92) had a relatively high risk of anisometropia SE in school aged children(all P <0.05).
Conclusion
The prevalence of SE anisometropia in school aged children in ethnic minority areas of Yunnan Province is relatively high, and the prevalence and degree of anisometropia were closely related to myopia degree and related refractive parameters.
4.Screening genotype and blood routine parameters of Thalassemia in Changshou District Chongqing
Jiantao ZENG ; Ke NIE ; Tao DAI ; Yufeng SU
China Modern Doctor 2024;62(2):38-40
Objective To investigate the distribution of the thalassemia genotypes and the characteristics of blood cell parameters in Changshou District,Chongqing.Methods Totally 4126 samples sent to our hospital were studied from June 2018 to March 2023.All samples were detected for thalassemia genotype and blood cells.The parameters of blood cells:redblood cell(RBC),hemoglobin(Hb),mean corpuscular volume(MCV),mean corpuscular hemoglobin(MCH),mean corpuscular hemoglobin concentration(MCHC),red blood cell distribution width CV(RDW-CV),red blood cell distribution width SD(RDW-SD)were detected.Gap polymerase chain reaction(Gap-PCR)combined with reverse dot blot hybridization were used to detect alpha and beta thalassemia genotype.The rate and distribution characteristics of thalassemia gene in Changshou district were analyzed.Results Among 4126 samples,408 cases of α and β thalassemia were detected,accounting for 9.89%.Among these,there were 255 α-thalassemia cases.-α3.7/αα was the most common genotype.Two cases of--αSEA/-α3.7 and one cases of--SEA/HKαα were also detected.There were 153 cases of β-thalassemia and CD17 accounted for the highest proportion.The date of MCV,MCH,MCHC in-α3.7/αα,--SEA/αα,-α4.2/αα and ααCS/αα groups was significantly difference compared with control group(P<0.05).Parameters of MCV and MCH in CD17,CD41-42 and Ivs-2-654 groups were lower than those in control group(P<0.05),while RBC,RDW-CV and RDW-SD were higher than those in control group,the difference was statistically significant.Conclusion The most common genotype in thalassemia were-α3.7/αα,--SEA/αα,-α4.2/αα,CD17,CD41-42 and Ivs-2-654 in Changshou District,Chongqing.The parameters of MCV,MCHC,MCH,Hb,RBC,RDW-CV and RDW-SD have important clinical significance for the screening of thalassemia.
5.Effect of knee isokinetic training on mild to moderate muscle spasticity of the lower limbs in stroke patients
Yayuan DAI ; Xiaojun WANG ; Jie YIN ; Qiuping DONG ; Min SU
Chinese Journal of Cerebrovascular Diseases 2024;21(3):167-174
Objective To observe the effect of knee isometric training on mild to moderate lower limb muscle spasticity in stroke patients.Methods A total of 130 stroke hemiplegia patients were prospectively included in this study.They were admitted to Xiangcheng People's Hospital of Suzhou City between August 2021 and December 2023 and numbered according to the order of collection.The patients were then randomly assigned to either the control group or the isokinetic group using a random number table.Each group consisted of 65 cases.Both groups underwent conventional rehabilitation training(5 days a week,40 minutes per day),with the isokinetic group receiving additional isokinetic muscle training(5 days a week,20 minutes per day)on top of the conventional rehabilitation training.The treatment period lasted for 6 weeks.The surface electromyographic signals of the rectus femoris muscle on the affected side were analyzed for their root-mean-square(RMS),integral electromyographic(iEMG)values,the modified Ashworth scale(MAS)scores,knee flexors and extensors peak torque and its ratio,the Fugl-Meyer assessment scale-lower extremity(FMA-LE)scores,and the 10 m walk test were used before and after the treatments to compare the surface electromyography of rectus femoris,the degree of muscle spasticity and exercise capacity of the lower extremities of the two groups.Results Prior to treatment,there were no statistically significant differences between the two groups in terms of the RMS of the rectus femoris muscle,iEMG values,MAS scores,peak torque of the flexor and extensor muscles and their ratio,FMA-LE score,and step speed(all P>0.05).RMS of the rectus femoris muscle,iEMG values,MAS scores,peak torque of the knee flexors and extensors and their ratios,FMA-LE scores,and step speed improved in control group after treatment compared to before treatment([12.3±2.2]μV vs.[15.5± 2.9]μV,[24.8±2.3]μV·s vs.[29.2±3.1]μV·s,[1.34±0.15]points vs.[1.56± 0.25]points,[20.8±3.4]N·m vs.[12.3±2.5]N·m,[34.5±2.3]N·m vs.[26.3±3.6]N·m,0.60±0.16 vs.0.47±0.14,[26.1±2.9]points vs.[21.3±2.4]points,[0.61±0.14]m/s vs.[0.46±0.15]m/s;all P<0.05).Rectus femoris muscle RMS,iEMG values,MAS scores,peak torque of the flexor and extensor muscles and their ratio,FMA-LE scores and step speed after treatment in the isokinetic group were(10.9±1.8)μV,(22.4±2.1)μV·s,(1.25±0.18)points,(28.7±3.0)N·m,(41.5±2.8)N·m,0.69±0.18,(29.0±2.3)points,(0.69±0.18)m/s,compared with pretreatment(respectively[15.4±2.2]μV,[29.6±3.0]μV·s,[1.58±0.34]points,[12.6± 2.3]N·m,[26.1±3.1]N·m,0.48±0.17,[21.5±2.1]points,[0.48±0.17]m/s)and control group after treatment,the differences were statistically significant(all P<0.05).Before treatment,the differences in rectus femoris muscle RMS and iEMG values between patients with mild spasticity and patients with moderate spasticity in the isokinetic group and the corresponding patients with mild spasticity and moderate spasticity within the control group were not statistically significant(all P>0.05).After treatment,the rectus femoris muscle RMS and iEMG values in patients with mild spasticity within the isokinetic group([10.2±1.0]μV and[20.2±2.0]μV·s,respectively)were statistically different from those before treatment([14.1±2.3]μV and[28.1±3.2]μV·s,respectively)and those after treatment in patients with mild spasticity within the control group([11.4±1.7]μV and[23.6±2.5]μV·s respectively;all P<0.05);the rectus femoris muscle RMS and iEMG values in patients with moderate spasticity within the isokinetic group improved compared with the pre-treatment period([11.8±1.5]μV vs.[16.9±2.6)μV,and[24.9±2.2]μV·s vs.[31.3±3.8]μV·s,respectively;both P<0.05),and with the control group after treatment(RMS and iEMG values of[13.2±2.5]μV and[26.1± 2.7]μV·s,respectively),the difference in RMS was statistically significant(P<0.01),and the difference in iEMG values was not statistically significant(P>0.05).Conclusion Isokinetic muscle training has a positive effect on improving mild-to-moderate muscle spasticity of the lower limb knee extension,and the effect is more significant the lighter the degree of spasticity.
6.The Reference and Enlightenment of APG Grouping and Payment System in the United States for China's Ambulatory Care Payment Reform
Jie LI ; Dai SU ; Guangying GAO
Chinese Hospital Management 2024;44(4):91-96
Objective It aims to analyze the grouping methods,payment standard calculation process,and cost settlement rules of ambulatory payment groups(APG)system in the United States.Additionally,it seeks to summarize the technical advantages and implementation key points of APG,providing reference for the ambulatory care payment reform in China.Methods Employing a literature research approach,this study dissects the payment technology and implementation process of APG.A preliminary comparison is made with the practices of APG pilot cities in China.Results The APG 3.18 version catalog comprises 13 types,61 categories,and 666 groups.One APG case can be classified into multiple APG groups,and by applying rules such as consolidation,packaging,and discounting,the final payment amount is calculated.Conclusion The APG payment technology aligns with the characteristics of outpatient health services,offering flexible payment methods and incentivizing healthcare institutions to provide efficient services.This holds significant reference value for the ambulatory care payment reform in China.The key points of APG implementation include improving the quality of outpatient data,localizing grouping and payment rules,establishing a regulatory assessment indicator system,and ensuring alignment with inpatient payments.
7. Effects of Tao Hong Si Wu decoction on IncRNA expression in rats with occlusion of middle cerebral artery
Li-Juan ZHANG ; Chang-Yi FEI ; Chao YU ; Su-Jun XUE ; Yu-Meng LI ; Jing-Jing LI ; Ling-Yu PAN ; Xian-Chun DUAN ; Li-Juan ZHANG ; Chang-Yi FEI ; Chao YU ; Su-Jun XUE ; Yu-Meng LI ; Jing-Jing LI ; Xian-Chun DUAN ; Dai-Yin PENG ; Xian-Chun DUAN ; Dai-Yin PENG
Chinese Pharmacological Bulletin 2024;40(3):582-591
Aim To screen and study the expression of long non-coding RNA (IncRNA) in rats with middle cerebral artery occlusion (MCAO) with MCAO treated with Tao Hong Si Wu decoction (THSWD) and determine the possible molecular mechanism of THSWD in treating MCAO rats. Methods Three cerebral hemisphere tissue were obtained from the control group, MCAO group and MCAO + THSWD group. RNA sequencing technology was used to identify IncRNA gene expression in the three groups. THSWD-regulated IncRNA genes were identified, and then a THSWD-regu-lated IncRNA-mRNA network was constructed. MCODE plug-in units were used to identify the modules of IncRNA-mRNA networks. Gene ontology (GO) and kyoto encyclopedia of genes and genomes (KEGG) were used to analyze the enriched biological functions and signaling pathways. Cis- and trans-regulatory genes for THSWD-regulated IncRNAs were identified. Reverse transcription real-time quantitative pol-ymerase chain reaction (RT-qPCR) was used to verify IncRNAs. Molecular docking was used to identify IncRNA-mRNA network targets and pathway-associated proteins. Results In MCAO rats, THSWD regulated a total of 302 IncRNAs. Bioinformatics analysis suggested that some core IncRNAs might play an important role in the treatment of MCAO rats with THSWD, and we further found that THSWD might also treat MCAO rats through multiple pathways such as IncRNA-mRNA network and network-enriched complement and coagulation cascades. The results of molecular docking showed that the active compounds gallic acid and a-mygdalin of THSWD had a certain binding ability to protein targets. Conclusions THSWD can protect the brain injury of MCAO rats through IncRNA, which may provide new insights for the treatment of ischemic stroke with THSWD.
8.Indicators analysis of "zero channel" initiation in adult patients with acute severe trauma
Lan SHEN ; Chaoming CHEN ; Jianneng DAI ; Zhicong ZHOU ; Xuelin DENG ; Yangshuyu ZHANG ; Xiaomei SU ; Lei TAN
Chongqing Medicine 2024;53(14):2202-2206
Objective To analyze the evaluation indicators of pre-hospital first aid for adult patients with acute severe trauma to provide the evidence-based basis for the initiation of "zero channel" in first aid work.Methods The literatures such as expert consensus,clinical research,guideline and systematic review were retrieved from PubMed,Medline,Embase,Cochrane Central Register of Controlled Trials,and China Knowledge Network by computer.The retrieval time was from January 2013 to November 2023.After screen-ing the literatures according to the standard,the quality evaluation and evidence grading were conducted by a-dopting different tools.Results A total of 8 literatures were included,including 4 clinical studies,2 expert consensus and 2 systematic reviews.Finally,10 evidence-based evidences for the initiation of "zero channel" in adult patients with acute severe trauma were summarized.Conclusion This study summarizes the relevant in-dicators of "zero channel" initiation in the adult patients with acute severe trauma,which is helpful for clinical medical staff to start the first aid "zero channel" in time and increase the success rate of rescue.
9.Expert consensus on clinical application of 177Lu-prostate specific membrane antigen radio-ligand therapy in prostate cancer
Guobing LIU ; Weihai ZHUO ; Yushen GU ; Zhi YANG ; Yue CHEN ; Wei FAN ; Jianming GUO ; Jian TAN ; Xiaohua ZHU ; Li HUO ; Xiaoli LAN ; Biao LI ; Weibing MIAO ; Shaoli SONG ; Hao XU ; Rong TIAN ; Quanyong LUO ; Feng WANG ; Xuemei WANG ; Aimin YANG ; Dong DAI ; Zhiyong DENG ; Jinhua ZHAO ; Xiaoliang CHEN ; Yan FAN ; Zairong GAO ; Xingmin HAN ; Ningyi JIANG ; Anren KUANG ; Yansong LIN ; Fugeng LIU ; Cen LOU ; Xinhui SU ; Lijun TANG ; Hui WANG ; Xinlu WANG ; Fuzhou YANG ; Hui YANG ; Xinming ZHAO ; Bo YANG ; Xiaodong HUANG ; Jiliang CHEN ; Sijin LI ; Jing WANG ; Yaming LI ; Hongcheng SHI
Chinese Journal of Clinical Medicine 2024;31(5):844-850,封3
177Lu-prostate specific membrane antigen(PSMA)radio-ligand therapy has been approved abroad for advanced prostate cancer and has been in several clinical trials in China.Based on domestic clinical practice and experimental data and referred to international experience and viewpoints,the expert group forms a consensus on the clinical application of 177Lu-PSMA radio-ligand therapy in prostate cancer to guide clinical practice.
10.Risk factors and diagnostic value of thrombotic risk index for acute calf muscular venous thrombosis in elderly patients with hip fractures
Cuiying LIANG ; Shuang LIANG ; Feng DONG ; Yu SU ; Tenglong DAI ; Jun WU
Chinese Journal of Clinical Laboratory Science 2024;42(9):664-668
Objective To investigate the risk factors for acute calf muscular venous thrombosis(CMVT)in elderly patients with hip fractures and evaluate the diagnostic value of thrombotic risk index for CMVT.Methods The blood samples from elderly emergency admission patients with traumatic hip fractures were prospectively collected,and platelet count(PLT),plateletcrit(PCT),coagula-tion markers such as thrombin-activatable fibrinolysis inhibitor(TAFI),D-dimer,and fibrinogen(Fib),and biochemical markers,including serum total protein(TP),globulin(Glob),creatine kinase(CK),triglyceride(TG),and lactate dehydrogenase(LDH),were detected.The differences in these markers between the CMVT group,deep calf venous thrombosis(DCVT)group and non-deep venous thrombosis(DVT)group were compared.The multivariate logistic regression analysis was used to identify independent risk fac-tors for CMVT,and a thrombotic risk index was generated to evaluate its diagnostic value in CMVT.Results Compared with the non-DVT group,the levels of TAFI,Fib,TP,CK,TG,PCT,and LDH in the CMVT group were significantly reduced(P<0.05),while the level of D-dimer increased but the difference was not statistically significant.The level of TP in the DCVT group was significantly lower than that in the non-DVT group(P<0.05).Multivariate analysis showed that age,LDH,and Fib were independent risk factors for CMVT.The area under the receiver operating characteristics(ROC)curve of the thrombotic risk index in diagnosing CMVT was 0.718(P<0.001).Conclusion Age,LDH,and Fib are the independent risk factors of CMVT in elderly patients with hip fractures.The thrombotic risk index has a high diagnostic value in CMVT.


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