1.Graph Neural Networks and Multimodal DTI Features for Schizophrenia Classification: Insights from Brain Network Analysis and Gene Expression.
Jingjing GAO ; Heping TANG ; Zhengning WANG ; Yanling LI ; Na LUO ; Ming SONG ; Sangma XIE ; Weiyang SHI ; Hao YAN ; Lin LU ; Jun YAN ; Peng LI ; Yuqing SONG ; Jun CHEN ; Yunchun CHEN ; Huaning WANG ; Wenming LIU ; Zhigang LI ; Hua GUO ; Ping WAN ; Luxian LV ; Yongfeng YANG ; Huiling WANG ; Hongxing ZHANG ; Huawang WU ; Yuping NING ; Dai ZHANG ; Tianzi JIANG
Neuroscience Bulletin 2025;41(6):933-950
Schizophrenia (SZ) stands as a severe psychiatric disorder. This study applied diffusion tensor imaging (DTI) data in conjunction with graph neural networks to distinguish SZ patients from normal controls (NCs) and showcases the superior performance of a graph neural network integrating combined fractional anisotropy and fiber number brain network features, achieving an accuracy of 73.79% in distinguishing SZ patients from NCs. Beyond mere discrimination, our study delved deeper into the advantages of utilizing white matter brain network features for identifying SZ patients through interpretable model analysis and gene expression analysis. These analyses uncovered intricate interrelationships between brain imaging markers and genetic biomarkers, providing novel insights into the neuropathological basis of SZ. In summary, our findings underscore the potential of graph neural networks applied to multimodal DTI data for enhancing SZ detection through an integrated analysis of neuroimaging and genetic features.
Humans
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Schizophrenia/pathology*
;
Diffusion Tensor Imaging/methods*
;
Male
;
Female
;
Adult
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Brain/metabolism*
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Young Adult
;
Middle Aged
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White Matter/pathology*
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Gene Expression
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Nerve Net/diagnostic imaging*
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Graph Neural Networks
2.Identification and analysis of volatile organic compounds in 6 printing jobs in printing enterprises in Shanghai
Qingtian WAN ; Ying TANG ; Jian CHEN ; Chaoye SHEN ; Yi XU ; Chenyi TAO ; Xia ZHANG ; Ping XIAO
Journal of Environmental and Occupational Medicine 2024;41(11):1240-1245
Background Workers in printing jobs are exposed to a variety of organic solvents at low levels for a long period of time. Previous studies have focused on the main components in Material Safety Data Sheet or high-risk occupational hazardous agents, but have not been able to comprehensively and accurately identify the volatile organic compounds (VOCs) in printing jobs. Objective To qualitatively analyze the VOCs in ink, detergent, varnish, fountain solution, and other raw and auxiliary materials by headspace gas chromatography-mass spectrometry, and to accurately identify the occupational hazardous agents in printing jobs. Methods Raw and auxiliary materials used in printing jobs in 6 printing enterprises in Shanghai were sampled by headspace sampling, analyzed by gas chromatography-mass spectrometry, identified by National Institute of Standards & Technology ( NIST) Standard Library and retention time, and quantified by peak area percentage. Results A total of 181 VOCs were reported in the headspace of 25 organic solvent samples, with a total detection frequency of 337 items and 13.2±12.3 VOCs per sample. The most frequently detected VOCs category was naphthene, with a total of 69 items detected (22.5%), dominated by cyclohexane. The characteristics of VOCs components in the headspace of different types of samples were different. The largest number of VOCs was detected in the headspace of detergent samples, with an average of 31.5 VOCs detected. The characteristic components in detergent were aromatic hydrocarbons and ester compounds; alcohols were the characteristic components in varnish; and ester compounds were the characteristic components in ink. The results of cluster analysis showed that ethanol, toluene, ethyl acetate, cyclohexane, and acetone were occupational hazardous agents with high levels of exposure in printing jobs. Conclusion Many kinds of organic solvents used in printing process are difficult to identify by traditional methods. Headspace gas chromatography-mass spectrometry can help to accurately identify VOCs in the workplace, so as to more accurately assess the occupational hazards, and to provide a technical basis for guiding occupational health monitoring and implementing corresponding occupational health risk management and control.
3.Preparation of soluble microneedles of Aconitum brachypodum alkaloids
Yao CHEN ; Bi-Li DENG ; Jing WAN ; Na-Na DONG ; Xiao-Lan CHEN ; Yong-Ping ZHANG
Chinese Traditional Patent Medicine 2024;46(3):740-747
AIM To prepare the soluble microneedles of Aconitum brachypodum Diels alkaloids.METHODS Centrifugal molding method was adopted in the preparation of soluble microneedles.With chondroitin sulfate consumption,PVP K120 consumption and 40%ethanol consumption as influencing factors,piercing rate as an evaluation index,the formulation was optimized by Box-Behnken response surface method,after which the morphology,piercing performance,drug content and in vitro transdermal performance were investigated.RESULTS The optimal formulation was determined to be 123 mg for chondroitin sulfate consumption,298 mg for PVP K120 consumption,and 2.4 mL for 40%ethanol consumption,the piercing rate was 98.3%.The soluble microneedles were yellow and square patch with conoid needle,which could pierce aluminum foil and rat skin,along with the drug content of(0.94±0.025)mg.The soluble microneedle group demonstrated the accumulative permeability rate of 91.4%within 24 h,which was higher than that in the gel ointment group,and the permeability accorded with Higuchi equation.CONCLUSION The soluble microneedles of A.brachypodum alkaloids exhibit good mechanical strength,which can achieve effective transdermal delivery of drugs.
4.Association between the ratio of dietary vitamin A to body weight and hypertension in children
Chinese Journal of School Health 2024;45(2):267-272
Objective:
To explore the relationship between the ratio of dietary vitamin A (VitA) to body weight and hypertension among children, so as to provide a reference for blood pressure control through dietary nutritional interventions and childhood hypertension prevention.
Methods:
Utilizing the baseline survey and followup sample data from the Healthy Children Cohort established in urban and rural areas of Chongqing from 2014 to 2019, structured quantitative dietary questionnaire and selfdesigned questionnaire were used to investigate the information of dietary intake and socioeconomic characteristics of 15 279 children, as well as blood pressure, height, weight measurement. The ratio of dietary VitA to body weight was divided into four groups based on quartiles [≤P25(Q1), >P25~P50(Q2), >P50~P75(Q3), >P75(Q4)]. Generalized linear regression models and Logistic regression models were used to analyze the correlation between ratio of dietary VitA to body weight with blood pressure levels and prevalence of hypertension.
Results:
The results of the 2014 baseline survey indicated that, after adjusting for confounding factors such as demographic indicators and nutritional intake, significant differences were observed in systolic blood pressure (SBP), diastolic blood pressure (DBP), and mean arterial pressure (MAP) among different groups categorized by the ratio of dietary VitA to body weight (F=157.57, 44.71, 95.92, P<0.01). The baseline ratio of dietary VitA to body weight in children exhibited a negative correlation with DBP, SBP and MAP at baseline and in 2019[baseline: β(95%CI)=-0.65(-0.89--0.42), -0.22(-0.42--0.01), -0.36(-0.56--0.16); 2019: β(95%CI)=-0.77(-1.34--0.19), -0.62(-1.21--0.02), -0.77(-1.34--0.19), P<0.05]. Compared to Q1 group, the risk of hypertension decreased among children in Q4 at baseline and followup in 2019 [OR(95%CI)=0.63(0.49-0.81), 0.18(0.08-0.42), P<0.01].
Conclusions
The ratio of dietary VitA to body weight is significantly negatively correlated with blood pressure levels among children, and dietary VitA deficiency is an independent risk factor for hypertension among children. Measures should be taken to actively adjust childrens dietary nutrition and reduce the risk of childhood hypertension.
5.A multicenter study of neonatal stroke in Shenzhen,China
Li-Xiu SHI ; Jin-Xing FENG ; Yan-Fang WEI ; Xin-Ru LU ; Yu-Xi ZHANG ; Lin-Ying YANG ; Sheng-Nan HE ; Pei-Juan CHEN ; Jing HAN ; Cheng CHEN ; Hui-Ying TU ; Zhang-Bin YU ; Jin-Jie HUANG ; Shu-Juan ZENG ; Wan-Ling CHEN ; Ying LIU ; Yan-Ping GUO ; Jiao-Yu MAO ; Xiao-Dong LI ; Qian-Shen ZHANG ; Zhi-Li XIE ; Mei-Ying HUANG ; Kun-Shan YAN ; Er-Ya YING ; Jun CHEN ; Yan-Rong WANG ; Ya-Ping LIU ; Bo SONG ; Hua-Yan LIU ; Xiao-Dong XIAO ; Hong TANG ; Yu-Na WANG ; Yin-Sha CAI ; Qi LONG ; Han-Qiang XU ; Hui-Zhan WANG ; Qian SUN ; Fang HAN ; Rui-Biao ZHANG ; Chuan-Zhong YANG ; Lei DOU ; Hui-Ju SHI ; Rui WANG ; Ping JIANG ; Shenzhen Neonatal Data Network
Chinese Journal of Contemporary Pediatrics 2024;26(5):450-455
Objective To investigate the incidence rate,clinical characteristics,and prognosis of neonatal stroke in Shenzhen,China.Methods Led by Shenzhen Children's Hospital,the Shenzhen Neonatal Data Collaboration Network organized 21 institutions to collect 36 cases of neonatal stroke from January 2020 to December 2022.The incidence,clinical characteristics,treatment,and prognosis of neonatal stroke in Shenzhen were analyzed.Results The incidence rate of neonatal stroke in 21 hospitals from 2020 to 2022 was 1/15 137,1/6 060,and 1/7 704,respectively.Ischemic stroke accounted for 75%(27/36);boys accounted for 64%(23/36).Among the 36 neonates,31(86%)had disease onset within 3 days after birth,and 19(53%)had convulsion as the initial presentation.Cerebral MRI showed that 22 neonates(61%)had left cerebral infarction and 13(36%)had basal ganglia infarction.Magnetic resonance angiography was performed for 12 neonates,among whom 9(75%)had involvement of the middle cerebral artery.Electroencephalography was performed for 29 neonates,with sharp waves in 21 neonates(72%)and seizures in 10 neonates(34%).Symptomatic/supportive treatment varied across different hospitals.Neonatal Behavioral Neurological Assessment was performed for 12 neonates(33%,12/36),with a mean score of(32±4)points.The prognosis of 27 neonates was followed up to around 12 months of age,with 44%(12/27)of the neonates having a good prognosis.Conclusions Ischemic stroke is the main type of neonatal stroke,often with convulsions as the initial presentation,involvement of the middle cerebral artery,sharp waves on electroencephalography,and a relatively low neurodevelopment score.Symptomatic/supportive treatment is the main treatment method,and some neonates tend to have a poor prognosis.
6.Analysis of clinical characteristics of autoimmune encephalitis: a multicenter retrospective study
Jun PENG ; Ping ZHANG ; Lin CHEN ; Wan FU ; Yinan LIU ; Heng WU
Journal of Chinese Physician 2024;26(7):980-984
Objective:To retrospectively analyze and study the clinical characteristics, imaging manifestations, laboratory tests, electroencephalography (EEG) results, immunotherapy efficacy, and prognosis of 48 patients with autoimmune encephalitis (AE) in the Hengyang area.Methods:Clinical data of 48 AE patients admitted to the First Affiliated Hospital, the Second Affiliated Hospital, and the Affiliated Nanhua Hospital, University of South China from January 2020 to April 2024 were collected. Retrospective analysis was conducted on age, gender, prodromal symptoms, initial symptoms, main clinical manifestations, cranial magnetic resonance imaging (MRI), electroencephalogram, cerebrospinal fluid routine biochemistry, serum and cerebrospinal fluid antibody detection results, and immunotherapy efficacy.Results:Among the 48 patients, there were 24 males and 24 females, with a median age of onset of 50 years. In terms of clinical manifestations, abnormal mental behavior is the most common initial symptom, accounting for 37.5%(18/48); The next was epileptic seizures, accounting for 35.4%(17/48); 16.7%(8/48) of patients experienced cognitive impairment; Rare initial symptoms included movement disorders, blurred vision, and loss of consciousness. In terms of neuroimaging, 47.9%(23/48) of patients had abnormal signals on cranial MRI, including 47.8%(11/23) of abnormal signals in the temporal lobe or hippocampus, 39.1%(9/23) in the frontal and parietal regions, 17.4%(4/23) in the occipital region, 13.0%(3/23) in the basal ganglia, and 8.7%(2/23) in the thalamus. In terms of EEG, 33.3%(16/48) of patients showed varying degrees of EEG abnormalities, manifested as diffuse slow waves, focal slow waves, epileptic like discharges, or increased fast waves. In terms of laboratory testing, 60.4%(29/48) of patients had routine biochemical abnormalities in cerebrospinal fluid, including elevated white blood cell count (>10×10 6 cells/L) in 33.3%(16/48), elevated protein (>0.45 g/L) in 37.5%(18/48), and elevated IgG in 33.3%(16/48). In terms of antibody testing, 27 cases were positive for antibodies, including 17 cases of N-methyl-D-aspartate receptor (NMDAR) antibody, 3 cases of anti-contactin associated protein 2 (CASPR2) antibody, 3 cases of anti-metabotropic glutamate receptors 5 (mGluR5) antibody, 2 cases of anti-dipeptidyl-peptidase-like protein (DPPX) antibody, 1 case of anti-GlyR antibody, and 1 case of anti-GAD65 antibody. In terms of treatment, 33 patients received immunotherapy on the basis of symptomatic treatment, and 13 of them showed improvement in clinical symptoms. Conclusions:The clinical manifestations of AE patients are highly heterogeneous, with typical initial clinical manifestations including mental abnormalities, epileptic seizures, cognitive and motor disorders. Neuroimaging changes are mainly in the temporal lobe or hippocampus, and antibody detection can timely confirm the diagnosis of AE. Early immunotherapy is the key to improving the prognosis of AE.
7.Development of DUS testing guidelines of Artemisia argyi.
Chang-Jie CHEN ; Yu-Huan MIAO ; Xiu-Fu WAN ; Lan-Ping GUO ; Da-Hui LIU
China Journal of Chinese Materia Medica 2024;49(21):5835-5842
Artemisia argyi is a perennial herbaceous herb of the Artemisia family, with leaves for medical use. However, the germplasm of A. argyi is seriously unclear and mixed during production, and it is urgent to protect new varieties of A. argyi. The distinctness, uniformity, and stability(DUS) testing of the new varieties of plants is the basis for the protection of new varieties of plants, and the development of the DUS testing guidelines is the technical basis for DUS testing. To develop the DUS testing guidelines of A. argyi, A. argyi of 100 germplasm was used as the research objects, and their agronomic and medicinal quality characters were observed and measured during six growth stages, and each character was graded and described. A total of 53 test characters were determined, including 19 characters that must be tested; there were four plant characters, two rhizome characters, five stem characters, three branching characters, 29 leaf characters, three floral characters, five medicinal quality characters, and two other characters. It also involved 16 quality characters, 22 quantitative characters, and 15 pseudo-quantitative characters. Seven grouping characters were determined from 53 characters, including "emergence period" "plant-plant type" "branching-primary branching site" "stem-color" "middle leaf-number of leaf splits" "budding period", and "plant-height". By searching for standard characters, 16 standard varieties were ultimately determined. The preparation of this guideline was of great significance for the review and protection of new A. argyi varieties, the protection of breeders' rights, and the promotion of the development of A. argyi industry.
Artemisia/chemistry*
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Plant Leaves/chemistry*
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Quality Control
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Plants, Medicinal/classification*
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Guidelines as Topic
8.Efficacy of Wuda Granule on Recovery of Gastrointestinal Function after Laparoscopic Bowel Resection: A Randomized Double-Blind Controlled Trial.
Hai-Ping ZENG ; Li-Xing CAO ; De-Chang DIAO ; Ze-Huai WEN ; Wen-Wei OUYANG ; Ai-Hua OU ; Jin WAN ; Zhi-Jun PENG ; Wei WANG ; Zhi-Qiang CHEN
Chinese journal of integrative medicine 2024;30(12):1059-1067
OBJECTIVE:
To evaluate the efficacy and safety of Wuda Granule (WDG) on recovery of gastrointestinal function after laparoscopic bowel resection in the setting of enhanced recovery after surgery (ERAS)-based perioperative care.
METHODS:
A total of 108 patients aged 18 years or older undergoing laparoscopic bowel resection with a surgical duration of 2 to 4.5 h were randomly assigned (1:1) to receive either WDG or placebo (10 g/bag) twice a day from postoperative days 1-3, combining with ERAS-based perioperative care. The primary outcome was time to first defecation. Secondary outcomes were time to first flatus, time to first tolerance of liquid or semi-liquid food, gastrointestinal-related symptoms and length of stay. Subgroup analysis of the primary outcome according to sex, age, tumor site, surgical time, histories of underlying disease or history of abdominal surgery was undertaken. Adverse events were observed and recorded.
RESULTS:
A total of 107 patients [53 in the WDG group and 54 in the placebo group; 61.7 ± 12.1 years; 50 males (46.7%)] were included in the intention-to-treat analysis. The patients in the WDG group had a significantly shorter time to first defecation and flatus [between-group difference -11.01 h (95% CI -20.75 to -1.28 h), P=0.012 for defecation; -5.41 h (-11.10 to 0.27 h), P=0.040 for flatus] than the placebo group. Moreover, the extent of improvement in postoperative gastrointestinal-related symptoms in the WDG group was significantly better than that in the placebo group (P<0.05). Subgroup analyses revealed that the benefits of WDG were significantly superior in patients who were male, or under 60 years old, or surgical time less than 3 h, or having no history of basic disease or no history of abdominal surgery. There were no serious adverse events.
CONCLUSION
The addition of WDG to an ERAS postoperative care may be a viable strategy to enhance gastrointestinal function recovery after laparoscopic bowel resection surgery. (Registry No. ChiCTR2100046242).
Humans
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Laparoscopy/adverse effects*
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Male
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Female
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Middle Aged
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Double-Blind Method
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Recovery of Function
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Drugs, Chinese Herbal/adverse effects*
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Treatment Outcome
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Gastrointestinal Tract/physiopathology*
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Defecation
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Aged
;
Intestines/physiopathology*
9.Analysis of laboratory characteristics and evaluation of prognostic value of patients with NPM1 mutated acute myeloid leukemia
Ping WU ; Ting LI ; Huipeng SUN ; Lingjun WAN ; Chunyu ZHOU ; Dandan ZHANG ; Xiaofei ZHOU ; Heng ZHANG ; Mingyue CHEN ; Yunfang WANG ; Ningning WANG ; Wenjing LIU ; Tanlin XU ; Yiwei FU ; Lijun LIU ; Xiaoyu LIU ; Hongxing LIU ; Tong WANG ; Hui WANG
Chinese Journal of Laboratory Medicine 2023;46(5):483-492
Objective:To analyze the clinical and laboratory characteristics of acute myeloid leukemia (AML) patients with NPM1 mutation, and to explore the prognostic factors.Methods:A total of 77 AML patients with NPM1 gene mutation admitted to Hebei Yanda Ludaopei Hospital from May 1st 2012 to December 31st 2021 were enrolled in the study, including 34 male and 43 female patients. The median age was 40 (3, 68) years old. Patients were selected and divided into 4 groups according to the morphological FAB classification. There were 29 cases (37.7%) of M1 type, 13 cases (16.9%) of M2 type, 23 cases (29.9%) of M4 type, and 12 cases (15.5%) of M5 type. The clinical characteristics, bone marrow/peripheral blood cell morphology, immunophenotype, cytogenetics, molecular biology and overall survival of different groups were retrospectively analyzed, and the risk factors affecting the prognosis of AML were also explored. Cox multivariate regression was used to analyze the clinical influencing factors of survival and prognosis.Results:The white blood cell counts were highest in M4 and M5 patients and lowest in M2 patients, while no significant difference in the red blood cell, hemoglobin, and platelet counts( P>0.05). Morphologically, there were significant differences in the percentage of blasts and blasts with cup-like nuclei on bone marrow (BM) and peripheral blood (PB). The proportion of blasts in BM and PB was the highest in M1 and the lowest in M2 ( P<0.001). The positive rate of blasts with cup-like nuclei was the highest in M1 and the lowest in M5 of BM ( P<0.001), while the highest in M2 and the lowest in M5 of PB ( P=0.006). The scores of myeloperoxidase and chloroacetate esterase were all the highest in M1 and the lowest in M5 ( P<0.001, 0.001, respectively). In terms of molecular biology, the occurence rate of blasts combined with DNMT3A mutation was the highest in M4 and the lowest in M2 ( P=0.044), while those combined with FLT3-ITD mutation was the highest in M4 and the lowest in M5 ( P=0.002). In immunophenotype, there were significant differences in the expression positivities of seven antigens including HLA-DR, CD56, CD11c, CD15, CD14, CD96 and cMPO ( P<0.05). Multivariate COX regression analysis showed that no recurrence after treatment ( P<0.001), complete remission after treatment ( P=0.015) and transplantation ( P<0.001) were correlated with overall survival (OS). No recurrence after treatment ( P=0.033), transplantation ( P=0.027), no mutation of FLT3-ITD ( P=0.040), and hemoglobin concentration ( P=0.023) were associated with relapse-free survival (RFS). Survival analysis by Kaplan-Meier curve showed that there was no significant difference in survival time between the M1, M2, M4 and M5 groups in OS and RFS. Conclusion:There were significant differences in the white blood count, the percentage of blasts and blasts with cup-like nuclear morphology, cytochemical staining (MPO integration, CE integration and percentage of NAS-DCE), gene mutation (DNMT3A and FLT3-ITD) and immunophenotypes (HLA-DR, CD56, CD11c, CD15, CD14, CD96 and cMPO) between the four groups. The multivariate analysis revealed that no recurrence after treatment and transplantation were independent prognostic factors in NPM1 mut AML patients. On the other hand, FLT3-ITD mutation and hemoglobin concentration were associated with RFS and complete remission after treatment was associated with OS in the entire NPM1 mut cohort.
10.Association Between Different Blood Pressure Levels at Baseline and Early-onset Heart Disease Among Young Population Under 40 Years Old
Wenjuan LI ; Yongchao WAN ; Lu GUO ; Wenqi XU ; Ping GU ; Shuohua CHEN ; Shouling WU ; Aijun XING
Chinese Circulation Journal 2023;38(12):1267-1273
Objectives:To explore the association between different blood pressure levels at baseline and early-onset heart disease among young adults under 40 years in China. Methods:This prospective cohort study included 35 993 subjects who participated in the physical examination of the employees of Kailuan Group for the first time from 2006 to 2012 and were younger than 40 years,with complete blood pressure data and had no history of heart disease.Participants were followed up to the end of 2021.The primary endpoint was early-onset heart disease(including coronary heart disease,atrial fibrillation,and heart failure).According to 2018 Chinese guidelines for the management of hypertension,the participants were divided into four groups:normal blood pressure group(n=13 208),elevated blood pressure group(n=16 576),stage 1 hypertension group(n=4 357),and stage 2-3 hypertension group(n=1 852).The cumulative incidence of heart disease among participants with different blood pressure levels at baseline was compared using log-rank test.Multivariate Cox proportional hazard regression model was used to analyze the impact of different blood pressure levels at baseline on early-onset heart disease in this cohort. Results:After a mean follow-up of(12.5±2.6)years,the cumulative incidence of early-onset heart disease in normal blood pressure group,elevated blood pressure group,stage 1 hypertension group,stage 2-3 hypertension group were 0.47%,0.97%,3.56%and 4.42%respectively(log-rank P<0.01).After adjusting for confounding factors such as age and sex,Cox regression analysis showed that the HR(95%CI)of heart disease in the elevated blood pressure group,hypertension grade 1 group and hypertension grade 2-3 group were 1.59(1.12-2.24),2.08(1.41-3.08)and 3.20(2.11-4.85)(all P<0.01),respectively,compared with the normal blood pressure group. Conclusions:Elevated blood pressure is a risk factor for early-onset heart disease among young Chinese population.


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