1.Relationship of dyslipidemia, hypertension and diabetes comorbidities and lifestyle among adults in Hebei Province
Yajing CAO ; Jingjing ZHAO ; Mei LI ; Tiantian GUO ; Fujuan YUE ; Xiuli NIU ; Xiaoli LIU
Journal of Public Health and Preventive Medicine 2026;37(3):56-61
Objective To investigate the relationship between the comorbidity of dyslipidemia, hypertension and diabetes and lifestyle of adult residents in Hebei Province in 2018, and to provide reference for the development of chronic diseases prevention measures. Methods Using data from the surveillance of chronic diseases and their risk factors among adults in Hebei in 2018, 7 711 permanent residents aged ≥18 years were selected as the research subjects. Multivariate logistic regression analysis was used to analyze the relationship between the comorbidity of dyslipidemia, hypertension, and diabetes and lifestyle in adult residents. Results A total of 7 711 subjects aged ≥18 years were included in 2018. The comorbidity rates of hypertension and dyslipidemia, diabetes and dyslipidemia, and hypertension and diabetes were 16.88%, 7.91%, and 8.13%, respectively. The comorbidity rate of hypertension, diabetes, and dyslipidemia was 22.65%. These comorbidity rates increased with age and BMI. Multivariate logistic regression results showed that male, age, overweight/obesity, physical inactivity, daily sedentary behavior time ≥5 hours, and sleep problems were risk factors for the comorbidity of the "three highs". Conclusion The prevalence of the "three highs" comorbidities is relatively high in Hebei Province, and there are multiple common risk factors. Maintaining a healthy lifestyle and implementing comprehensive prevention and control measures are the key to improving the health level of residents.
2.Epidemiologic survey of pulmonary Aspergillus infection in a district of Hefei City, Anhui Province in 2019-2023
Xin GUO ; Jingjing LI ; Zhiqiang LUO
Journal of Public Health and Preventive Medicine 2025;36(1):96-100
Objective To investigate the epidemiological survey of pulmonary Aspergillus infection in a district of Hefei City, Anhui Province, from 2019 to 2023. Methods The data of 302 patients who attended and were treated in the respiratory department, thoracic surgery department, oncology department, tuberculosis department and RICU ward of Anhui Chest Hospital from January 2019 to September 2023 were selected, and patients with Aspergillus infections were taken as the observation group, patients with Candida infections were taken as the control group, and bacterial infections were taken as the blank group. The general information of patients, pre-treatment infection, underlying diseases, and use of antifungal drugs were analyzed. Compare the data of observation group and control group, and analyze the risk factors affecting pulmonary Aspergillus infection. Results Pulmonary Aspergillus infection 100 cases, accounting for 33.11%. Pulmonary Candida infection was 80 cases, accounting for 26.49%. The other 122 cases were other lung diseases, accounting for 40.40%. The most common causative agent of pulmonary Aspergillus infection was Aspergillus fumigatus (57.00%), cough, sputum and occasional blood were found in most of the patients (88.00%), most of the lesions were located in the right upper lobe of the lungs (55.00%), and most of the single or multiple cavities were seen on imaging (47.00%). Specimens mostly originated from the deep airways of hospitalized patients and there was a predominance of male patients. Risk factors for pulmonary Aspergillus infection were history of hospital transfer, ICU admission, mechanical ventilation, extracorporeal catheterization (intravenous catheter and urinary catheter), history of surgery within 15 days, history of diabetes mellitus, history of respiratory chronic disease, history of antifungal prophylaxis and abnormal serum indicators. History of hospital transfer (OR=2.951, P=0.008), history of diabetes mellitus (OR=5.073, P=0.018), history of chronic respiratory disease (OR=7.523 , P=0.028), extracorporeal catheterization (OR=3.142, P=0.022), and history of anti-fungal prophylaxis (OR=6.334, P<0.001) were Aspergillus pulmonaryis infection independent risk factors for infection. Conclusion Aspergillus fumigatus and Aspergillus flavus are the main pathogens of pulmonary Aspergillus infections in the region, and a history of nosocomial transfer, extracorporeal tubes, diabetes mellitus, chronic respiratory disease, and antifungal prophylaxis are independent risk factors for pulmonary Aspergillus infections.
3.Risk factors and prevention and treatment strategies for perforation caused by endoscopic retrograde cholangiopancreatography
Jingjing LIU ; Yarong GUO ; Bao CHAI
Journal of Clinical Hepatology 2025;41(5):996-1000
Endoscopic retrograde cholangiopancreatography (ERCP), as an advanced endoscopic diagnostic and therapeutic technique, plays an important role in clinical practice. However, due to its complex operation and high technical requirements, it may lead to a series of severe complications, among which perforation is an important issue of concern. Perforation not only increases pain and treatment difficulty, but also threatens the life of patients. In order to guarantee good clinical outcomes, it is necessary to further improve the standard processes for the prediction, diagnosis, and management of perforation due to ERCP. This article discusses the risk factors, diagnostic methods, preventive measures, and treatment strategies for ERCP-related gastrointestinal perforation, in order to provide a reference for identifying high-risk populations and developing individualized treatment regimens in clinical practice.
4.Novel cecropin D-derived peptide with inhibitory effect on porcine reproductive and respiratory syndrome virus entry.
Haoyue ZANG ; Jie PENG ; Huichen GUO ; Shiqi SUN ; Qiaoying ZENG ; Jingjing ZHOU
Chinese Journal of Biotechnology 2025;41(7):2735-2747
Porcine reproductive and respiratory syndrome (PRRS), caused by the porcine reproductive and respiratory syndrome virus (PRRSV), is one of the major diseases threatening the swine industry. This study aims to rationally design and optimize natural antimicrobial peptides to identify antiviral candidates with potent inhibitory activity against PRRSV, thereby establishing a foundation for the development of novel preventive and therapeutic agents targeting PRRS. In this study, with cecropin D (CD) as the parent peptide, three derivatives (CD-2, CD-3, and CD-4) were designed through amino acid substitutions. CD and derived peptides were obtained by solid-phase peptide synthesis. MS and reversed-phase (RP)-HPLC were employed for sequence identification, purification, and purity analysis. The secondary structures of the peptides were investigated by circular dichroism spectroscopy. CellTiter 96® AQueous one solution cell proliferation assay was used to evaluate the cytotoxicity of the peptides. The inhibitory activities and mechanisms of the peptides against PRRSV were studied by Western blotting, RT-qPCR, and indirect immunofluorescence assay. The MS and RP-HPLC results showed that CD and derived peptides were successfully synthesized, with the purity reaching up to 95%. Circular dichroism analysis revealed that the CD derivatives exhibited more stable and abundant α-helices in a cell membrane-mimicking environment. The MTS assay indicated that all tested peptides at 100 μg/mL had negligible cytotoxicity. The experimental results of the action phase of the peptide against PRRSV demonstrated that the derived peptides significantly enhanced antiviral activities at the viral entry stage compared with the parent peptide. This enhancement was attributed to the introduction of lysine, tryptophan, and phenylalanine, which increased the hydrophobicity and positive charge of the peptides. These findings provide a theoretical basis for the application and structural optimization of antiviral peptides and may offer a new strategy for preventing and controlling PRRSV.
Porcine respiratory and reproductive syndrome virus/physiology*
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Animals
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Swine
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Antiviral Agents/chemistry*
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Porcine Reproductive and Respiratory Syndrome/virology*
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Virus Internalization/drug effects*
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Antimicrobial Peptides/chemistry*
5.Research porgress on intergrating multimodal research models to study cardiotoxicity of air pollution
Tengyue ZHAO ; Jingjing GUO ; Bingjie WANG ; Ziying CHEN ; Sheng JIN ; Yuming WU
Journal of Environmental and Occupational Medicine 2025;42(11):1392-1399
The research on the cardiovascular toxicity of air pollutants is in urgent need of collaborative innovation across multiple models. This paper systematically reviewed the advantages and limitations of four principal research models of cardiotoxicity, including epidemiological model, mammalian model, zebrafish model, and in vitro model. Epidemiological models have been used to demonstrate a significant correlation between exposure to PM2.5 and both the incidence and mortality of cardiovascular diseases within populations; however, these models face challenges in establishing causal inferences and interpreting individual mechanisms. Mammalian models have been applied to elucidate the pathogenic mechanisms of PM2.5 at both the systemic and organ-specific levels, yet they encounter difficulties related to interspecies differences and throughput constraints. Zebrafish models, with their transparent embryos and observable development, offer a distinctive opportunity for high-throughput screening and mechanistic investigation of PM2.5-induced cardiac developmental toxicity. Nonetheless, their cardiac physiological structure diverges from that of mammals, limiting their capacity to accurately model chronic conditions such as coronary heart disease. In vitro models, particularly human heart organoids and chip technologies, have provided profound insights into the direct toxic mechanisms of PM2.5, including disruptions in calcium homeostasis, cellular senescence, and electrophysiological irregularities at the cellular and molecular levels. Despite these advancements, the complexity and developmental maturity of these models present challenges to their broader application. This paper proposed that the key to overcoming the bottlenecks of single models lies in the construction of an integrated evaluation system that combines “epidemiological studies, mammalian models, zebrafish models, and in vitro models”. By focusing on three aspects, namely model integration, technological convergence, and policy support, it is intended to collaboratively address issues such as standardization of multi-model data, simulation of complex exposure scenarios and susceptible life stages, and transformation pathways. This will provide innovative methodological support for the analysis of the cardiotoxic mechanisms of air pollutants, the assessment of environmental health impacts, and the formulation of precise prevention and control strategies.
6.Effect of miR-34a-5p on hippocampal neuron apoptosis in rats with temporal lobe epilepsy and its mechanism
Jiarui LI ; Zhenlin YANG ; Fan GAO ; Jingjing GUO ; Jinzi LI
Journal of Jilin University(Medicine Edition) 2025;51(4):939-947
Objective:To discuss the effect of microRNA-34a-5p(miR-34a-5p)on the neuron apoptosis in hippocampus tissue of the rats with temporal lobe epilepsy,and to clarify its mechanism.Methods:Fifty-two male SD rats were randomly divided into control group,model group,miR-34a-5p inhibitor group,and inhibitor negative control group,and there were 13 rats in each group.The PONEMAH 6.X experimental animal telemetry platform was used to record the electroencephalogram(EEG)of the rats in various groups;real-time fluorescence quantitative PCR(RT-qPCR)was used to detect the expression levels of miR-34a-5p in hippocampus tissue of the rats in various groups;HE staining was used to observe the morphology of hippocampus tissue of the rats in various groups;TUNEL method was used to detect the apoptotic rates of neurons in hippocampus tissue of the rats in various groups;immunohistochemistry method was used to determine the positive expression rates of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in various group;Western blotting method was used to detect the expression levels of cyclin-dependent protein kinase 6(CDK6),phosphorylated retinoblastoma protein(p-Rb),and E2F transcription factor 1(E2F1)proteins in hippocampus tissue of the rats in various groups.Results:No abnormalities were observed in the rats in control group;the rats in model group,miR-34a-5p inhibitor group,and inhibitor negative control group exhibited varying degrees of drooling,trembling,bloody tears,staring,chewing tremors,followed by nodding and blinking,and finally forelimb convulsions,standing upright,and falling.Compared with control group,the total duration of epileptic seizures of the rats in model group was significantly prolonged(P<0.01);compared with model group,the total duration of epileptic seizures of the rats in miR-34a-5p inhibitor group was shortened(P<0.01);compared with miR-34a-5p inhibitor group,the total duration of epileptic seizures of the rats in inhibitor negative control group was prolonged(P<0.01).The RT-qPCR results showed that compared with control group,the expression level of miR-34a-5p in hippocampus tissue of the rats in model group was increased(P<0.01);compared with model group,the expression level of miR-34a-5p in hippocampus tissue of the rats in miR-34a-5p inhibitor group was increased(P<0.05);compared with miR-34a-5p inhibitor group,the expression level of miR-34a-5p in hippocampus tissue of the rats in inhibitor negative control group was increased(P<0.01).The HE staining results showed that compared with control group,the cell arrangement in model group was disordered;compared with model group,the cell arrangement in miR-34a-5p inhibitor group was orderly;compared with miR-34a-5p inhibitor group,the cell morphology in inhibitor negative control group was irregular.The TUNEL staining results showed that compared with control group,the apoptotic rate of neurons in CA1 region of hippocampus tissue of the rats in model group was increased(P<0.01);compared with model group,the apoptotic rate of neurons in CA1 region of hippocampus tissue of the rats in miR-34a-5p inhibitor group was decreased(P<0.05);compared with miR-34a-5p inhibitor group,the apoptotic rate of neurons in CA1 region of hippocampus tissue of the rats in inhibitor negative control group was increased(P<0.05).The immunohistochemistry results showed that compared with control group,the positive expression rates of CDK6,p-Rb and E2F1 proteins in hippocampus tissue of the rats model group were increased(P<0.05 or P<0.01);compared with model group,the positive expression rates of CDK6,p-Rb and E2F1 proteins in hippocampus tissue of the rats in miR-34a-5p inhibitor group were decreased(P<0.05);compared with miR-34a-5p inhibitor group,the positive expression rates of CDK6,p-Rb and E2F1 proteins in hippocampus tissue of the rats in inhibitor negative group were increased(P<0.05 or P<0.01).The Western blotting results showed that compared with control group,the expression levels of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in model group were increased(P<0.01);compared with model group,the expression levels of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in miR-34a-5p inhibitor group were decreased(P<0.05 or P<0.01);compared with miR-34a-5p antagomir group,the expression levels of CDK6,p-Rb,and E2F1 proteins in hippocampus tissue of the rats in inhibitor negative control group were increased(P<0.05 or P<0.01).Conclusion:The expression of miR-34a-5p is upregulated in the hippocampal tissue of temporal lobe epilepsy rats,and hippocampal neuron apoptosis is increased.Inhibition of miR-34a-5p expression can reduce the hippocampal neuron apoptotic rate,and its mechanism may be related to the regulation of CDK6,p-Rb,and E2F1 protein expressions in the hippocampus tissue by miR-34a-5p.
7.Changes in properties of treated allogeneic tendons after multiple freeze-thaw cycles
Kai HU ; Yongqin GUO ; Yiran SHAO ; Jingjing WANG
Chinese Journal of Tissue Engineering Research 2025;29(28):6046-6051
BACKGROUND:Allogeneic tendons are often used in clinical treatment of tendon and ligament injuries,which need to be treated before clinical application.At present,allogeneic tendons will face multiple freeze-thaw cycles after cryopreservation,but there is no relevant research on the changes in the properties of the treated allogeneic tendon after several freeze-thaw cycles.OBJECTIVE:To explore the changes in mechanical properties and composition of allogeneic tendon after multiple freeze-thaw cycles.METHODS:The treated allogeneic tendon was frozen and thawed 3,6,and 10 times at-40 ℃(or-80 ℃),respectively.The mechanical test,DNA content,glycosaminoglycan sulfate,hydroxyproline content and total protein content of the allogeneic tendon after freezing and thawing were detected.RESULTS AND CONCLUSION:(1)There was no significant difference in the maximum load,maximum load elongation,tensile strength and elastic modulus between groups after freezing-thawing cycles for 3,6,and 10 times at-40 ℃(P>0.05).There was no significant difference in the maximum load and maximum load elongation between the groups after freezing-thawing cycles for 3,6,and 10 times at-80 ℃(P>0.05).The tensile strength of the group with 3 cycles of freezing and thawing was higher than that of the groups with 6 and 10 cycles of freezing and thawing(P<0.05).The elastic modulus of the group with 3 cycles of freezing and thawing was higher than that of the group with 10 cycles of freezing and thawing(P<0.05).(2)The freezing and thawing times did not affect the contents of DNA,hydroxyproline,total protein,and sulfated glycosaminoglycan in allogeneic tendon when stored at-40 ℃(or-80 ℃).(3)These findings suggest that in-40℃ storage,the performance of the allogeneic tendon should not be affected by taking out and putting back the tendon less than 10 times,while in-80 ℃ storage,the allogeneic tendon should be taken out and put back less than 6 times.
8.Role of fecal calprotectin testing in predicting endoscopic remission in Crohn′s disease treated with infliximab
Qiong GUO ; Chen CHEN ; Xiaojing ZHAO ; Jingjing MA ; Chunhua JIAO ; Nana TANG ; Hongjie ZHANG
Chinese Journal of Digestion 2025;45(7):469-476
Objective:To explore the relationship between early fecal calprotectin (FC) level and the long-term efficacy of infliximab (IFX) in the treatment of Crohn′s disease (CD) and predictive the value.Methods:From January 2018 to December 2023, at the First Affiliated Hospital with Nanjing Medical University, the clinical data of patients with moderate-to-severe CD who received IFX as first-line therapy were retrospectively collected. The main outcomes were clinical and endoscopic remission at week 52 after IFX treatment, and the secondary outcome was clinical response at week 14 after IFX treatment. The predictive value of FC levels at week 0 (at baseline when first administered) and week 14 of treatment was evaluated for the clinical and endoscopic remission at week 52 after IFX treatment. Multivariate logistic regression was performed to investigate the factors predicting endoscopic remission. The optimal cutoff value was calculated, model was established, the data was divided into training set and validation set at a ratio of 7∶3 using the random number table method and the corresponding column chart was drawn. Receiver operating characteristic curve (ROC) and calibration curve were used to evaluate the discrimination and calibration of the model, respectively. Mann-Whitney U test was used for statistical comparison. Results:A total of 165 patients with CD were enrolled, of whom 150 cases (90.9%) achieved clinical response after induction therapy, and 15 cases (9.1%) were primary non-response. Among the 150 patients with clinical response, 112 cases (74.7%) achieved clinical remission at week 52 after treatment, while 38 cases (25.3%) did not achieve clinical remission. Endoscopic evaluation was performed at week 52 after treatment in 139 patients, of whom 54 cases (38.8%) achieved endoscopic remission and 85 cases (61.2%) did not. At week 14 of treatment, there was no statistically significant difference in FC level between the patients achieved and did not achieve clinical response (263.24 (93.96, 675.28) μg/g vs. 556.35 (245.77, 953.56) μg/g, P>0.05). At week 52 after treatment, the FC level of patients who achieved clinical remission was lower than that of patients did not achieve(103.20(44.11, 456.57) μg/g vs. 531.26(222.06, 998.40) μg/g) and the decreased value of FC at week 52 and week 0 after treatment of patients achieved clinical remission was more than that of patients did not achieve clinical remission (443.34 (82.25, 788.95) μg/g vs. 269.91 (-79.20, 522.54) μg/g), and the differences were statistically significant ( U=1 078.00, 2 677.00; P<0.001, =0.018). At week 52 after treatment, the FC level of patients achieved endoscopic remission was lower than that of patients did not achieve endoscopic remission (52.80(31.93, 83.47) μg/g vs. 506.18(217.44, 778.02) μg/g), and the decreased value of FC at week 52 and week 0 after treatment of patients achieved endoscopic remission was more than that of patients did not achieve endoscopic remission (428.85(140.20, 863.60) μg/g vs. 309.61(-62.37, 683.82) μg/g), and the differences were statistically significant ( U=500.00, 2 812.00; P<0.001, =0.025). The FC level at week 14 of treatment could predict the clinical and endoscopic remission at week 52 after treatment (area under the curve (AUC) =0.663, 0.773; 95% confidence interval (95% CI): 0.566 to 0.760, 0.694 to 0.852; P=0.006, <0.001). The optimal cutoff value of FC at week 14 of treatment for predicting endoscopic remission at week 52 after treatment was 246.13 μg/g, with a sensitivity of 0.741 and a specificity of 0.671. The results of multivariate logistic regression analysis revealed that FC ≤ 246.13 μg/g at week 14 of treatment ( OR=4.576, 95% CI: 2.021 to 10.363, P<0.001), baseline albumin ( OR=1.093, 95% CI: 1.006 to 1.188, P=0.035), and baseline platelet-to-lymphocyte ratio (PLR) ( OR=0.995, 95% CI: 0.990 to 1.000, P=0.046) were independent influencing factors of endoscopic remission at week 52 after treatment. A predictive model for endoscopic remission at week 52 after IFX treatment was established based on FC ≤ 246.13 μg/g at week 14 of treatment, baseline albumin and PLR. The results of ROC analysis showed that this model had good discriminative ability, with an AUC of 0.780 (95% CI: 0.700 to 0.878) in the validation set, with a sensitivity of 0.812 and a specificity of 0.760. The results of calibration curve analysis demonstrated that the average absolute error of the prediction model in the validation set was 0.038, and the consistency between the predicted probability and the actual probability was good. Conclusion:FC ≤ 246.13 g/g at week 14 of IFX treatment has good predictive value for endoscopic remission at week 52 after treatment in CD patients.
9.Prevalence of chronic kidney disease and influencing factors in adults in Hebei Province
Tiantian GUO ; Xiaoli LIU ; Jingjing ZHAO ; Mei LI ; Lijuan TANG ; Fujuan YUE ; Yajing CAO
Chinese Journal of Epidemiology 2025;46(1):107-117
Objective:To analyze the prevalence of chronic kidney disease (CKD) and influencing factors of adults in Hebei Province, and provide scientific evidence for the development of comprehensive CKD prevention and control strategies.Methods:In China Adult Chronic Disease and Nutrition Surveillance in Hebei in 2018, a total of 7 562 permanent residents aged ≥18 years were selected by multi-stage stratified cluster random sampling from 13 surveillance points in Hebei for questionnaire survey, medical examination and laboratory test.Results:A total of 1 067 CKD patients were detected in the adults aged ≥18 years in this survey, with a weighted prevalence rate of 12.10%. The results of multivariate analysis showed that the daily total static behavior time ( OR=1.07, 95% CI: 1.04-1.09), living in rural area ( OR=1.50, 95% CI: 1.14-1.97), coal use ( OR=1.37, 95% CI: 1.16-1.61), coal gas/liquefied gas/natural gas/biogas use ( OR=2.92, 95% CI: 2.40-3.54) and solar energy/electricity use ( OR=1.75, 95% CI: 1.36-2.25), insufficient fruit intake ( OR=1.39, 95% CI: 1.06-1.83), insufficient physical activity ( OR=1.35, 95% CI: 1.11-1.64), suffering from hypertension ( OR=1.80, 95% CI: 1.44-2.24) and suffering from diabetes ( OR=1.77, 95% CI: 1.27-2.45) were risk factors for CKD in adults in Hebei. High education level ( OR=0.41, 95% CI: 0.19-0.91), excessive drinking ( OR=0.53, 95% CI: 0.28-0.99), central obesity ( OR=0.75, 95% CI: 0.58-0.97), history of allergic diseases ( OR=0.44, 95% CI: 0.27-0.72) were protective factors for CKD. Conclusions:The prevalence of CKD in adults in Hebei was relatively high, especially in those who had too long average daily static behavior, lived in rural area, used coal, gas/liquefied gas/natural gas/biogas, solar energy/electricity, had inadequate intake of fruits, lacked physical activity and suffered from hypertension and diabetes. It is necessary to pay attention to the early prevention and treatment of CKD, strengthen the health education about healthy lifestyle and improve the management of patients with chronic disease, such as hypertension and diabetes, to further reduce the risk for CKD.
10.Study on the effect and burden of precipitation on road traffic injuries in Zhejiang Province
Lihua GUO ; Weiquan ZENG ; Wenjun MA ; Ming ZHAO ; Jianxiong HU ; Na LI ; Jieming ZHONG ; Jingjing LIN
Chinese Journal of Epidemiology 2025;46(4):605-611
Objective:To analyze the effect of precipitation on road traffic injuries (RTI) in Zhejiang Province.Methods:The RTI surveillance and meteorological data from 2009 to 2022 in Zhejiang Province were collected. Based on the time-stratified case-crossover design, the precipitation of case day and control day was compared, and the distributed lag nonlinear model was applied to analyze the correlation of precipitation and RTI. Stratified analyses were conducted to analyze the effect modification of gender, age, injury location, and temperature. An attributable fraction was used to assess the burden of RTI caused by precipitation.Results:A total of 239 970 RTIs were monitored in Zhejiang Province from 2009 to 2022, averaging 46 daily cases. The distributed lag nonlinear model showed that compared with no rain, the risk of RTI increased first and then decreased with the increase of precipitation. The risk of RTI was the highest when the precipitation was 30.99 mm ( OR=1.08, 95% CI: 1.05-1.11). The adverse effects on RTI mainly occurred on the day of precipitation, and it showed insignificant or protective effects with the extension of lag days. 1.34%(95% CI: 1.31%-1.36%) of RTI could be attributed to precipitation. Stratified analysis showed that gender, age, injury location, and temperature may modify the effect of precipitation on RTI. Precipitation caused a heavier burden on RTI in subgroups aged 18-64, females, and occurring on roads and in low temperatures. Conclusions:Precipitation can increase the risk of RTI. People aged 18-64 or females are the key groups for RTI prevention, and prevention and control efforts of precipitation-related RTI should be increased in road and low-temperature environments.


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