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.Logical approach of promoting ideological and political education in medical colleges and universities through the red doctor culture
Zhuoyan YANG ; Zhonghua LI ; Jinfeng ZHANG ; Cheng CHENG
Chinese Medical Ethics 2025;38(7):853-860
The red doctor culture runs through the development process of China’s red health undertakings. It is a unity of revolutionary culture, health culture, and educational culture, providing rich educational resources for ideological and political education in medical colleges and universities. From the perspective of historical logic, red doctor culture is rooted in the traditional medical ethics thought of “medicine is the art of benevolence” in ancient China, as well as has evolved alongside the century-long development of the health and well-being undertakings led by the Communist Party of China. From the perspective of theoretical logic, red doctor culture is closely related to Xi Jinping Thought on Culture, the principle of the dialectical relationship between social existence and social consciousness, and the theory of cultural leadership. From the perspective of practical logic, it is necessary to clarify the practical path from three aspects, namely accurately grasping the Marxist theoretical foundation of the red doctor culture and highlighting its orientation of the ideological and political education of medical students; making effective use of existing resources of red doctor culture to improve the content of ideological and political education and consolidate the foundation of red doctor literacy; optimizing the construction of teaching teams for ideological and political theory courses in medical colleges and universities. From the perspective of value orientation, the red doctor culture is conducive to cultivating the professional ethics spirit of medical students, meeting the teaching needs of ideological and political theory courses in medical colleges and universities, and assisting the construction of the healthy China initiative.
4.A computational medicine framework integrating multi-omics, systems biology, and artificial neural networks for Alzheimer's disease therapeutic discovery.
Yisheng YANG ; Yizhu DIAO ; Lulu JIANG ; Fanlu LI ; Liye CHEN ; Ming NI ; Zheng WANG ; Hai FANG
Acta Pharmaceutica Sinica B 2025;15(9):4411-4426
The translation of genetic findings from genome-wide association studies into actionable therapeutics persists as a critical challenge in Alzheimer's disease (AD) research. Here, we present PI4AD, a computational medicine framework that integrates multi-omics data, systems biology, and artificial neural networks for therapeutic discovery. This framework leverages multi-omic and network evidence to deliver three core functionalities: clinical target prioritisation; self-organising prioritisation map construction, distinguishing AD-specific targets from those linked to neuropsychiatric disorders; and pathway crosstalk-informed therapeutic discovery. PI4AD successfully recovers clinically validated targets like APP and ESR1, confirming its prioritisation efficacy. Its artificial neural network component identifies disease-specific molecular signatures, while pathway crosstalk analysis reveals critical nodal genes (e.g., HRAS and MAPK1), drug repurposing candidates, and clinically relevant network modules. By validating targets, elucidating disease-specific therapeutic potentials, and exploring crosstalk mechanisms, PI4AD bridges genetic insights with pathway-level biology, establishing a systems genetics foundation for rational therapeutic development. Importantly, its emphasis on Ras-centred pathways-implicated in synaptic dysfunction and neuroinflammation-provides a strategy to disrupt AD progression, complementing conventional amyloid/tau-focused paradigms, with the future potential to redefine treatment strategies in conjunction with mRNA therapeutics and thereby advance translational medicine in neurodegeneration.
5.Association between blood pressure response index and short-term prognosis of sepsis-associated acute kidney injury in adults.
Jinfeng YANG ; Jia YUAN ; Chuan XIAO ; Xijing ZHANG ; Jiaoyangzi LIU ; Qimin CHEN ; Fengming WANG ; Peijing ZHANG ; Fei LIU ; Feng SHEN
Chinese Critical Care Medicine 2025;37(9):835-842
OBJECTIVE:
To assess the relationship between blood pressure reactivity index (BPRI) and in-hospital mortality risk in patients with sepsis-associated acute kidney injury (SA-AKI).
METHODS:
A retrospective cohort study was conducted to collect data from patients admitted to the intensive care unit (ICU) and clinically diagnosed with SA-AKI between 2008 and 2019 in the Medical Information Mart for Intensive Care-IV (MIMIC-IV) database in the United States. The collected data included demographic characteristics, comorbidities, vital signs, laboratory parameters, sequential organ failure assessment (SOFA) and simplified acute physiology scoreII(SAPSII) within 48 hours of SA-AKI diagnosis, stages of AKI, treatment regimens, mean BPRI during the first and second 24 hours (BPRI_0_24, BPRI_24_48), and outcome measures including primary outcome (in-hospital mortality) and secondary outcomes (ICU length of stay and total hospital length of stay). Variables with statistical significance in univariate analysis were included in LASSO regression analysis for variable selection, and the selected variables were subsequently incorporated into multivariate Logistic regression analysis to identify independent predictors associated with in-hospital mortality in SA-AKI patients. Restricted cubic spline (RCS) analysis was employed to examine whether there was a linear relationship between BPRI within 48 hours and in-hospital mortality in SA-AKI patients. Basic prediction models were constructed based on the independent predictors identified through multivariate Logistic regression analysis, and receiver operator characteristic curve (ROC curve) was plotted to evaluate the predictive performance of each basic prediction model before and after incorporating BPRI.
RESULTS:
A total of 3 517 SA-AKI patients admitted to the ICU were included, of whom 826 died during hospitalization and 2 691 survived. The BPRI values within 48 hours of SA-AKI diagnosis were significantly lower in the death group compared with the survival group [BPRI_0_24: 4.53 (1.81, 8.11) vs. 17.39 (5.16, 52.43); BPRI_24_48: 4.76 (2.42, 12.44) vs. 32.23 (8.85, 85.52), all P < 0.05]. LASSO regression analysis identified 20 variables with non-zero coefficients that were included in the multivariate Logistic regression analysis. The results showed that respiratory rate, temperature, pulse oxygen saturation (SpO2), white blood cell count (WBC), hematocrit (HCT), activated partial thromboplastin time (APTT), lactate, oxygenation index, SOFA score, fluid balance (FB), BPRI_0_24, and BPRI_24_48 were all independent predictors for in-hospital mortality in SA-AKI patients (all P < 0.05). RCS analysis revealed that both BPRI showed "L"-shaped non-linear relationships with the risk of in-hospital mortality in SA-AKI patients. When BPRI_0_24 ≤ 14.47 or BPRI_24_48 ≤ 24.21, the risk of in-hospital mortality in SA-AKI increased as BPRI values decreased. Three basic prediction models were constructed based on the identified independent predictors: Model 1 (physiological indicator model) included respiratory rate, temperature, SpO2, and oxygenation index; Model 2 (laboratory indicator model) included WBC, HCT, APTT, and lactate; Model 3 (scoring indicator model) included SOFA score and FB. ROC curve analysis showed that the predictive performance of the basic models ranked from high to low as follows: Model 3, Model 2, and Model 1, with area under the curve (AUC) values of 0.755, 0.661, and 0.655, respectively. The incorporation of BPRI indicators resulted in significant improvement in the discriminative ability of each model (all P < 0.05), with AUC values increasing to 0.832 for Model 3+BPRI, 0.805 for Model 2+BPRI, and 0.808 for Model 1+BPRI.
CONCLUSIONS
BPRI is an independent predictor factor for in-hospital mortality in SA-AKI patients. Incorporating BPRI into the prediction model for in-hospital mortality risk in SA-AKI can significantly improve its predictive capability.
Humans
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Acute Kidney Injury/mortality*
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Sepsis/complications*
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Retrospective Studies
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Hospital Mortality
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Prognosis
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Blood Pressure
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Intensive Care Units
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Male
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Female
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Length of Stay
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Middle Aged
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Aged
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Adult
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Logistic Models
6.Increased Incidence of Severe Adverse Events in Non-Small Cell Lung Cancer Patients with Previous Tuberculosis Episode Treated with PD-1 Inhibitors
Zhang HUI ; Yuan JINFENG ; Xu YUANYUAN ; Yang MENGJIE ; Lyu JIALIN ; Yang XINJIE ; Sheng SHUYAN ; Qian ZHE ; Wang QUNHUI ; Pang YU ; Hu YING
Biomedical and Environmental Sciences 2024;37(7):785-789
Lung cancer is the top cause of cancer deaths globally.Advances in immune checkpoint inhibitors(ICIs)have transformed cancer treatment,but their use in lung cancer has led to more side effects.This study examined if past pulmonary tuberculosis(TB)affects ICIs'effectiveness and safety in lung cancer treatment.We reviewed lung cancer patients treated with ICIs at Beijing Chest Hospital from January 2019 to August 2022.We compared outcomes and side effects between patients with and without prior TB.Of 116 patients(40 with TB history,76 without),prior TB didn't reduce treatment effectiveness but did increase severe side effects.Notably,older patients(≥65 years)faced a higher risk of severe side effects.Detailed cases of two patients with severe side effects underscored TB as a risk factor in lung cancer patients receiving ICIs,stressing the need for careful monitoring and personalized care.
7.Role and prognostic value of matrix metalloproteinase-7 in the migration and immune cell infiltration of hepatocellular carcinoma
Shuyan LIU ; Qichang YANG ; Yi SHEN ; Hong ZHOU ; Jinfeng QIAN
Journal of Clinical Hepatology 2024;40(7):1420-1427
Objective To investigate the role and prognostic value of matrix metalloproteinase-7(MMP7)in the migration and immune cell infiltration of hepatocellular carcinoma.Methods MMP7_siRNA for downregulating the target gene MMP7 and pMMP7 for upregulating MMP7 were constructed and were used to transfect hepatocellular carcinoma cell line(MHCC97H).RT-qPCR and Western Blot were used to measure the mRNA and protein expression levels of the target gene in cells.Scanning electron microscopy and Transwell assay were used to observe the changes in cell pseudopodia and migration ability,and bioinformatics methods were used to investigate the correlation of MMP7 with immune cells and immune infiltration score in TCGA and TIMER databases in patients with hepatocellular carcinoma,as well as the association between MMP7 and the prognosis of patients with hepatocellular carcinoma.The Spearman method was used for correlation analysis.Sanger Box online tool was used to assess the value of MMP7 in the overall survival curve and disease-specific survival of hepatocellular carcinoma.The Kaplan-Meier method was used to plot survival curves,and the Log-rank test was used for comparison of prognosis between different samples.Results After MHCC97H cells were transfected with MMP7_siRNA or pMMP7,there was a significant reduction or increase in the expression of the target gene MMP7;after downregulation of MMP7,there were significant reductions in the number and length of the pseudopodia,while after MMP7 overexpression,there were significant increases in the number and length of filopodia with radial arrangement.The Transwell chamber assay showed that MMP7_siRNA2 significantly reduced the migration ability of cells(P<0.05),and there was a significant increase in migration ability after pMMP7 transfection.The expression of MMP7 was significantly correlated with B lymphocytes(r=0.37,P<0.05),CD4+T lymphocytes(r=0.40,P<0.05),neutrophils(r=0.49,P<0.05),macrophages(r=0.49,P<0.05),and dendritic cells(r=0.47,P<0.05).In the TCGA database,the patients with hepatocellular carcinoma were divided into MMP7 high expression group with 267 patients and MMP7 low expression group with 146 patients based on overall survival,and the results showed that the MMP7 high expression group had a significantly shorter overall survival time than the MMP7 low expression group(P<0.05);based on the disease-specific survival time,the patients were divided into MMP7 high expression group with 257 patients and MMP7 low expression group with 145 patients,and the analysis showed that the MMP7 high expression group also had a significantly shorter disease-specific survival time than the MMP7 low expression group(P<0.05).Conclusion MMP7 promotes the migration of hepatocellular carcinoma cells and plays a major role in immune cell infiltration,and the expression of MMP7 is also significantly associated with the prognosis of hepatocellular carcinoma.
8.Survey on joint range of motion and muscle atrophy in Kashin-Beck disease patients in Shaanxi Province
Zhengjun YANG ; Hui NIU ; Hong CHANG ; Cheng LI ; Xianni GUO ; Xingxing DENG ; Jinfeng WEN ; Yijun ZHAO ; Qian ZHANG ; Feng ZHANG ; Cuiyan WU
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(3):470-477
Objective To describe the distribution characteristics of knee and ankle joint range of motion and muscle atrophy related indexes in patients with Kashin-Beck disease(KBD)in Shaanxi Province so as to explore the correlation of knee and ankle joint range of motion(ROM)with muscle atrophy indexes and provide reference for clinical characteristics analysis of KBD patients.Methods To investigate the registered KBD patients from KBD areas in Shaanxi Province,we measured the general demographic data of the patients were collected and the ROM of the knee joint(flexion and extension),the ankle joint(dorsiflexion and plantar flexion),and the muscle atrophy related indexes such as the upper arm circumference,thigh circumference,calf circumference and grip strength.According to the population characteristics,i.e.,gender,age,body mass index(BMI)and KBD grade,the median and quartile of joint ROM and muscle atrophy of KBD patients were reported,and then the differences in each index among different groups were analyzed.Partial correlation analysis was used to explore the correlation between indicators after controlling for variables such as gender,age and BMI.Results A total of 480 patients with KBD were investigated in this study,who consisted of 249(51.9%)males and 231(48.1%)females,with an average age of(63.10±7.32)years and an average BMI of(23.49±8.90)kg/m2.The knee flexion ROM,knee extension ROM,ankle dorsiflexion ROM and ankle plantar flexion ROM were[105.0(95.0,120.0)]°,[0.0(-15.0,0.0)]°,[5.0(0.0,15.0)]° and[20.0(15.0,30.0)]°,respectively,in KBD patients in Shaanxi Province.The left thigh circumference,right thigh circumference,left calf circumference,right calf circumference,and upper arm circumference were[43.0(40.0,47.0)]cm,[43.0(39.0,47.0)]cm,[29.0(27.0,32.0)]cm,[29.5(27.0,32.0)]cm,[27.0(25.0,30.0)]cm,respectively.The left hand grip strength and right hand grip strength were[13.4(9.5,18.4)]kg and[13.9(9.8,18.2)]kg,respectively.With the increase of age,the extension range of the left and right knee joints of KBD patients showed a decreasing trend(H=31.499,31.847;all P<0.001).The range of motion of bilateral knee flexion was higher in the normal BMI group than in the overweight or obese group,with statistically significant differences(H=7.753,12.333;P=0.021,0.002).The knee flexion,thigh circumference,and calf circumference of the left and right sides showed a decreasing trend under different KBD grades(H=14.345,17.256,8.000,8.462,8.558,9.633;all P<0.05).Correlation analysis showed that knee flexion ROM was positively correlated with thigh circumference,calf circumference,and grip strength in patients with KBD(all P<0.05).There was a positive correlation between knee extension ROM and thigh circumference in patients with KBD(P<0.01).Conclusion The impaired joint ROM and muscle atrophy are serious in KBD patients in Shaanxi Province,and there is a correlation between joint motion and muscle atrophy.
9.Changes in perioperative blood group antibody of 33 type-A/B recipients in ABO-incompatible kidney transplanta-tion
Huifang JIN ; Yongkui KONG ; Xin LIU ; Shuya WANG ; Liyinghui CHEN ; Hao YANG ; Jinfeng LI ; Qiankun YANG
Chinese Journal of Blood Transfusion 2024;37(5):534-540
Objective To statistically analyze the perioperative results of patients with ABO-incompatible kidney trans-plantation(ABOi-KT),in order to explore the changes in blood group antibody of type-A/B recipients.Methods A total of 33 cases of blood group A/B ABOi-KT recipients in our hospital from January 2021 to October 2023 were recruited and divided into two groups of group A(n=18)and group B(n=15)according to the different blood types of recipient.The effects of preoperative plasmapheresis on antibody titer,antibody rebound and renal function after operation(serum urea ni-trogen,creatinine and estimated glomerular filtration rate on the 1st,3rd,7th and 14th day)were analyzed between the two groups.According to the postoperative rebound of blood type antibodies,33 recipients were divided into antibody rebound group(n=7)and non rebound group(n=26),and the differences in initial blood type antibody titers between the two groups were analyzed.Results There was no significant difference in the clearance rate of IgM with preoperative plasma ex-change between the two groups(Z=-0.26,P>0.05);Levels of serum urea nitrogen and creatinine on the 1st,3rd,7th and 14th day after operation between group A and group B were not statistically significant(P>0.05),the same as eGFR.Group B was more prone to rebound antibody compared with group A(P<0.05).There was a significant difference in the in-itial IgM antibody titer between the blood type antibody rebound group and the non rebound group(Z=-2.127,P<0.05),but no statistically significant difference in the initial IgG antibody titer(Z=-1.835,P>0.05)between the two groups was found.Conclusion The patients type B receiving type AB kidney donors are more prone to rebound antibody after ABOi-KT operation compared to the the patients type A receiving type AB.
10.Analysis of the current situation,value implications,and path of the inheritance of red doctor's culture
Jinfeng ZHANG ; Zhonghua LI ; Zhuoyan YANG ; Cheng CHENG
Chinese Medical Ethics 2024;37(6):636-640
Red doctor's culture is a characteristic cultural system in the field of red and health during the revolutionary period,as well as an important part of China's revolutionary culture.It differs from general medical culture,and its formation and development has unique historical implications.Therefore,it is necessary to deeply analyze the basic connotation of red doctor's culture and explore the contemporary value it contains.In the new era,inheriting the red doctor's culture is of great significance,which can effectively promote the construction of a healthy China in the new era,provide high-quality resources for ideological and political education in the new era,and become a new approach to inheriting the red gene.The successful inheritance of the red doctor's culture is inseparable from the joint efforts of all sectors of society.Strengthening scientific research,optimizing the educational environment,and increasing cultural propaganda,can assist in the inheritance of red doctor's culture,open a new chapter of it,make the red doctor's culture deeply penetrate people's hearts,and let the red bloodline be passed down from generation to generation.


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