1.Research on The Role of Dopamine in Regulating Sleep and Wakefulness Through Exercise
Li-Juan HOU ; Ya-Xuan GENG ; Ke LI ; Zhao-Yang HUANG ; Lan-Qun MAO
Progress in Biochemistry and Biophysics 2025;52(1):88-98
Sleep is an instinctive behavior alternating awakening state, sleep entails many active processes occurring at the cellular, circuit and organismal levels. The function of sleep is to restore cellular energy, enhance immunity, promote growth and development, consolidate learning and memory to ensure normal life activities. However, with the increasing of social pressure involved in work and life, the incidence of sleep disorders (SD) is increasing year by year. In the short term, sleep disorders lead to impaired memory and attention; in the longer term, it produces neurological dysfunction or even death. There are many ways to directly or indirectly contribute to sleep disorder and keep the hormones, including pharmacological alternative treatments, light therapy and stimulus control therapy. Exercise is also an effective and healthy therapeutic strategy for improving sleep. The intensities, time periods, and different types of exercise have different health benefits for sleep, which can be found through indicators such as sleep quality, sleep efficiency and total sleep time. So it is more and more important to analyze the mechanism and find effective regulation targets during sleep disorder through exercise. Dopamine (DA) is an important neurotransmitter in the nervous system, which not only participates in action initiation, movement regulation and emotion regulation, but also plays a key role in the steady-state remodeling of sleep-awakening state transition. Appreciable evidence shows that sleep disorder on humans and rodents evokes anomalies in the dopaminergic signaling, which are also implicated in the development of psychiatric illnesses such as schizophrenia or substance abuse. Experiments have shown that DA in different neural pathways plays different regulatory roles in sleep behavior, we found that increasing evidence from rodent studies revealed a role for ventral tegmental area DA neurons in regulating sleep-wake patterns. DA signal transduction and neurotransmitter release patterns have complex interactions with behavioral regulation. In addition, experiments have shown that exercise causes changes in DA homeostasis in the brain, which may regulate sleep through different mechanisms, including cAMP response element binding protein signal transduction, changes in the circadian rhythm of biological clock genes, and interactions with endogenous substances such as adenosine, which affect neuronal structure and play a neuroprotective role. This review aims to introduce the regulatory effects of exercise on sleep disorder, especially the regulatory mechanism of DA in this process. The analysis of intracerebral DA signals also requires support from neurophysiological and chemical techniques. Our laboratory has established and developed an in vivo brain neurochemical analysis platform, which provides support for future research on the regulation of sleep-wake cycles by movement. We hope it can provide theoretical reference for the formulation of exercise prescription for clinical sleep disorder and give some advice to the combined intervention of drugs and exercise.
2.Neuroplasticity Mechanisms of Exercise-induced Brain Protection
Li-Juan HOU ; Lan-Qun MAO ; Wei CHEN ; Ke LI ; Xu-Dong ZHAO ; Yin-Hao WANG ; Zi-Zheng YANG ; Tian-He WEI
Progress in Biochemistry and Biophysics 2025;52(6):1435-1452
Neuroscience is a significant frontier discipline within the natural sciences and has become an important interdisciplinary frontier scientific field. Brain is one of the most complex organs in the human body, and its structural and functional analysis is considered the “ultimate frontier” of human self-awareness and exploration of nature. Driven by the strategic layout of “China Brain Project”, Chinese scientists have conducted systematic research focusing on “understanding the brain, simulating the brain, and protecting the brain”. They have made breakthrough progress in areas such as the principles of brain cognition, mechanisms and interventions for brain diseases, brain-like computation, and applications of brain-machine intelligence technology, aiming to enhance brain health through biomedical technology and improve the quality of human life. Due to limited understanding and comprehension of neuroscience, there are still many important unresolved issues in the field of neuroscience, resulting in a lack of effective measures to prevent and protect brain health. Therefore, in addition to actively developing new generation drugs, exploring non pharmacological treatment strategies with better health benefits and higher safety is particularly important. Epidemiological data shows that, exercise is not only an indispensable part of daily life but also an important non-pharmacological approach for protecting brain health and preventing neurodegenerative diseases, forming an emerging research field known as motor neuroscience. Basic research in motor neuroscience primarily focuses on analyzing the dynamic coding mechanisms of neural circuits involved in motor control, breakthroughs in motor neuroscience research depend on the construction of dynamic monitoring systems across temporal and spatial scales. Therefore, high spatiotemporal resolution detection of movement processes and movement-induced changes in brain structure and neural activity signals is an important technical foundation for conducting motor neuroscience research and has developed a set of tools based on traditional neuroscience methods combined with novel motor behavior decoding technologies, providing an innovative technical platform for motor neuroscience research. The protective effect of exercise in neurodegenerative diseases provides broad application prospects for its clinical translation. Applied research in motor neuroscience centers on deciphering the regulatory networks of neuroprotective molecules mediated by exercise. From the perspectives of exercise promoting neurogenesis and regeneration, enhancing synaptic plasticity, modulating neuronal functional activity, and remodeling the molecular homeostasis of the neuronal microenvironment, it aims to improve cognitive function and reduce the incidence of Parkinson’s disease and Alzheimer’s disease. This has also advanced research into the molecular regulatory networks mediating exercise-induced neuroprotection and facilitated the clinical application and promotion of exercise rehabilitation strategies. Multidimensional analysis of exercise-regulated neural plasticity is the theoretical basis for elucidating the brain-protective mechanisms mediated by exercise and developing intervention strategies for neurological diseases. Thus,real-time analysis of different neural signals during active exercise is needed to study the health effects of exercise throughout the entire life cycle and enhance lifelong sports awareness. Therefore, this article will systematically summarize the innovative technological developments in motor neuroscience research, review the mechanisms of neural plasticity that exercise utilizes to protect the brain, and explore the role of exercise in the prevention and treatment of major neurodegenerative diseases. This aims to provide new ideas for future theoretical innovations and clinical applications in the field of exercise-induced brain protection.
3.The Regulatory Mechanisms of Dopamine Homeostasis in Behavioral Functions Under Microgravity
Xin YANG ; Ke LI ; Ran LIU ; Xu-Dong ZHAO ; Hua-Lin WANG ; Lan-Qun MAO ; Li-Juan HOU
Progress in Biochemistry and Biophysics 2025;52(8):2087-2102
As China accelerates its efforts in deep space exploration and long-duration space missions, including the operationalization of the Tiangong Space Station and the development of manned lunar missions, safeguarding astronauts’ physiological and cognitive functions under extreme space conditions becomes a pressing scientific imperative. Among the multifactorial stressors of spaceflight, microgravity emerges as a particularly potent disruptor of neurobehavioral homeostasis. Dopamine (DA) plays a central role in regulating behavior under space microgravity by influencing reward processing, motivation, executive function and sensorimotor integration. Changes in gravity disrupt dopaminergic signaling at multiple levels, leading to impairments in motor coordination, cognitive flexibility, and emotional stability. Microgravity exposure induces a cascade of neurobiological changes that challenge dopaminergic stability at multiple levels: from the transcriptional regulation of DA synthesis enzymes and the excitability of DA neurons, to receptor distribution dynamics and the efficiency of downstream signaling pathways. These changes involve downregulation of tyrosine hydroxylase in the substantia nigra, reduced phosphorylation of DA receptors, and alterations in vesicular monoamine transporter expression, all of which compromise synaptic DA availability. Experimental findings from space analog studies and simulated microgravity models suggest that gravitational unloading alters striatal and mesocorticolimbic DA circuitry, resulting in diminished motor coordination, impaired vestibular compensation, and decreased cognitive flexibility. These alterations not only compromise astronauts’ operational performance but also elevate the risk of mood disturbances and motivational deficits during prolonged missions. The review systematically synthesizes current findings across multiple domains: molecular neurobiology, behavioral neuroscience, and gravitational physiology. It highlights that maintaining DA homeostasis is pivotal in preserving neuroplasticity, particularly within brain regions critical to adaptation, such as the basal ganglia, prefrontal cortex, and cerebellum. The paper also discusses the dual-edged nature of DA plasticity: while adaptive remodeling of synapses and receptor sensitivity can serve as compensatory mechanisms under stress, chronic dopaminergic imbalance may lead to maladaptive outcomes, such as cognitive rigidity and motor dysregulation. Furthermore, we propose a conceptual framework that integrates homeostatic neuroregulation with the demands of space environmental adaptation. By drawing from interdisciplinary research, the review underscores the potential of multiple intervention strategies including pharmacological treatment, nutritional support, neural stimulation techniques, and most importantly, structured physical exercise. Recent rodent studies demonstrate that treadmill exercise upregulates DA transporter expression in the dorsal striatum, enhances tyrosine hydroxylase activity, and increases DA release during cognitive tasks, indicating both protective and restorative effects on dopaminergic networks. Thus, exercise is highlighted as a key approach because of its sustained effects on DA production, receptor function, and brain plasticity, making it a strong candidate for developing effective measures to support astronauts in maintaining cognitive and emotional stability during space missions. In conclusion, the paper not only underscores the centrality of DA homeostasis in space neuroscience but also reflects the authors’ broader academic viewpoint: understanding the neurochemical substrates of behavior under microgravity is fundamental to both space health and terrestrial neuroscience. By bridging basic neurobiology with applied space medicine, this work contributes to the emerging field of gravitational neurobiology and provides a foundation for future research into individualized performance optimization in extreme environments.
4.Evidence summary for prevention and management of gastric retention in premature infants
Juan ZHANG ; Jiao HE ; Mengran LI ; Lan ZHANG
Chinese Journal of Practical Nursing 2024;40(11):858-863
Objective:To select and obtain relevant evidence on the prevention and management of gastric retention in premature infants, so as to form the best summary of evidence.Methods:According to the "6S" evidence model system, we searched the domestic and foreign evidence-based databases, relevant guide websites, and association websites for all literature on the prevention and management of gastric retention in premature infants, including clinical decisions, guidelines, best practice information books, evidence summaries, systematic evaluations, and expert consensus. The search period was from January 1, 2013 to June 8, 2023.Results:A total of 12 articles were included, including 5 guidelines, 1 recommended practice, 5 systematic reviews, 1 expert consensuses. A total of 20 pieces of best evidence were collected, mainly involving 6 aspects of feeding management, placement of gastric tube, position management, gastric residue monitoring, gastric residue treatment, intervening measure.Conclusions:This study summarized the best evidence for the prevention and management of gastric retention in premature infants, so as to provide theoretical basis for clinical management of gastric retention and promote the establishment of enteral nutrition in premature infants.
5.Clinical trial of ritodrine hydrochloride,phloroglucinol and magnesium sulfate in patients with threatened abortion after 20 gestational weeks
Juan LI ; Jin-Mei DENG ; Jiang-Nan LIU ; Xiao-Lan LI ; Ying LENG
The Chinese Journal of Clinical Pharmacology 2024;40(2):175-179
Objective To observe the effects of ritodrine hydrochloride,phloroglucinol and magnesium sulfate on serum sex hormones and fetal protection effect in patients with threatened abortion after 20 gestational weeks.Methods Patients with threatened abortion(after 20 gestational weeks)underwent fetal protection treatment were retrospectively enrolled.According to cohort method,they were divided into group A(ritodrine hydrochloride injection 100 mg+5%glucose injection 500 mL for intravenous drip,continued infusion after uterine contraction inhibition for 12-18 h,oral ritodrine hydrochloride tablets),group B(of phloroglucinol injection 40 mg+5%glucose injection 500 mL for intravenous drip,drug withdrawal after uterine contraction inhibition)and group C(magnesium sulfate injection 20 mL+5%glucose injection 100 mL,magnesium sulfate injection 40 mL+5%glucose injection 500 mL for intravenous drip after rapid intravenous drip,continued infusion after uterine contraction inhibition for 12 h).The onset time,disappearance time of uterine contraction,levels of serum sex hormones[progesterone(P),estradiol(E2),human chorionic gonadotrophin β-subunit(β-hCG)],adverse drug reactions and response rate of fetal protection in the three groups were observed.Results There were 40 cases in group A,38 cases in group B and 42 cases in group C.The onset time in group A,group B and group C were(1.71±0.34),(2.29±0.23)and(4.51±1.12)h,and the difference was statistically significant(P<0.05).The disappearance time of uterine contraction in groups A,B and C were(1.34±0.32),(2.24±0.26)and(2.36±0.28)d,and the difference between group B and group A,between group C and group A were statistically significant(all P<0.05).After 3 d of treatment,levels of serum P in group A,group B and group C were(78.64±10.34),(69.35±10.52)and(68.76±11.13)ng·mL-1;E2 levels were(672.25±85.63),(623.25±92.31)and(624.12±93.65)pg·mL-1;β-hCG levels were(6.95×104±1 258.65),(6.75×104±1 274.43)and(6.70×104±1 327.59)mU·mL-1;the difference between group B and group A,between group C and group A were statistically significant(all P<0.05).The incidence rates of palpitation in groups A,B and C were 25.00%,0 and 9.52%,the difference between group A and group B was statistically significant(P<0.05).The incidence rates of headache in groups A,B and C were 2.50%,2.63%and 26.19%;the difference between group A and group C,and between group B and group C was statistically significant(P<0.05).The incidence rates of fatigue in groups A,B and C were 5.00%,0 and 19.05%,and the difference between group B and group C was statistically significant(P<0.05).The incidence rates of gastrointestinal discomfort were 5.00%,0 and 11.90%,and the difference between group B and group C was statistically significant(all P<0.05).The response rates of fetal protection in groups A,B and C were 92.50%,94.74%and 73.81%,and the difference between group A and group C,between group B and group C was statistically significant(all P<0.05).Conclusion The onset time of ritodrine hydrochloride is short,which can be the first choice for disease control.Phloroglucinol is comparable to ritodrine hydrochloride in terms of fetal protection effect,which has better advantages in adverse drug reactions.Clinically,phloroglucinol can be considered for patients with poor tolerance to ritodrine hydrochloride.
6.Relationship between self-perceived noise intensity and sleep quality in noise-exposed workers—A mediating role of negative emotions
Li WANG ; Lei HUANG ; Jingxuan MA ; Kewei ZENG ; Juan WANG ; Yajia LAN
Journal of Environmental and Occupational Medicine 2024;41(5):519-525
Background Studies on the relationships of environmental noise exposure with negative emotions and sleep quality have long been reported. Self-perceived noise intensity is not only related to environmental noise exposure, but also reflects an individual's susceptibility to noise; however, few studies on self-perceived noise intensity, negative emotions, and sleep quality have been reported, and it is not clear whether negative emotions play a mediating role in the relationship between self-perceived noise intensity and sleep quality. Objective To analyze the mediating role of negative emotions (anxiety, depression, and stress) in the relationship between self-perceived noise intensity and sleep quality in noise-exposed workers, and to provide a scientific basis for addressing psychological problems and sleep quality induced by noise exposure. Methods Stratified cluster sampling was used to select noise-exposed workers from a large equipment manufacturing plant in Chengdu from May to June 2023, and demographic characteristics were investigated using a self-designed general information questionnaire; self-perceived noise intensity was reported by the study subjects as the noise intensity of their workplaces; sleep quality was synthesized from three indicators: night sleep duration, self-perceived sleep quality, and sleep-related symptoms; the Anxiety-Depression-Stress Scale (DASS-21 scale) was used to evaluate anxiety, depression, and stress of a worker. Structural equation modeling was used to analyze the pathways of negative emotions (anxiety, depression, and stress) between self-perceived noise intensity and sleep quality. Results The positive rates of negative emotions were 33.1% (anxiety symptoms, 215/649), 26.0% (depression symptoms, 169/649), and 14.0% (stress symptoms, 91/649), respectively in a total of 649 noise-exposed workers. Self-perceived noise intensity was positively correlated with sleep quality score (r=0.218, P<0.001) and negative emotions (anxiety, depression, and stress) (r=0.167, 0.145, 0.167, P<0.001); sleep quality score was positively correlated with negative emotions (anxiety, depression, and stress) (r=0.512, 0.447, 0.513, P<0.001). The results of path analysis showed that the negative emotions (anxiety, depression, and stress) partially mediated between self-perceived noise intensity and sleep quality (β=0.123,P<0.001). Self-perceived noise intensity was positively correlated with negative emotions and sleep quality, and there was a path of self-perceived noise intensity → negative emotion → sleep quality (P<0.001), and the mediating effect accounted for 42.71%. Conclusion The positive rates of anxiety, depression, and stress are high among the noise-receiving workers in this manufacturing industry, and negative emotions characterized by anxiety, depression, and stress partially mediate the relationship between self-perceived noise intensity and sleep quality.
7.The role of comprehensive intervention measures in improving the patho-gen detection rate of hospitalized patients before antimicrobial therapy
Yue-Li LI ; Jin-Lan CUI ; Lan-Juan MEI ; Qiu-Chun LIU ; Ju-Fang TIAN
Chinese Journal of Infection Control 2024;23(3):370-376
Objective To understand the pathogen detection of hospitalized patients before antimicrobial therapy in a hospital through implementation of comprehensive intervention measures,and provide reference basis for the de-velopment of targeted measures.Methods Hospitalized patients who received therapeutic antimicrobial agents in this hospital were selected as the research subjects.Patients who were hospitalized from January to May 2022 were selected as the pre-intervention group,comprehensive intervention measures were taken from June to October 2022,and those who were hospitalized from November 2022 to March 2023 were selected as the post-intervention group.The pathogen detection rate before antimicrobial therapy,sterile specimen detection rate,antimicrobial use rate,de-tection rate of key multidrug-resistant organisms of patients before and after the intervention were analyzed.Results Compared to before intervention,the proportion of pathogen detection rate before antimicrobial therapy(62.09%vs 74.04%),detection rate of healthcare-associated infection diagnosis-related pathogens(62.82%vs 92.73%),and sterile specimen detection rate(35.17%vs 41.06%)of hospitalized patients after intervention all increased signifi-cantly,with statistically significant differences(all P<0.05).After intervention,pathogen detection rate before the combination use of key antimicrobial agents was not statistically different from before intervention(93.33%vs 90.48%,P>0.05),while antimicrobial use rate was lower than before intervention(39.93%vs 44.95%,P<0.05).There was no statistically significant difference in the detection rate of key multidrug-resistant organisms be-fore and after intervention(all P>0.05).Conclusion Adopting scientific and rational intervention measures can improve the pathogen detection rate,provide a reference basis for the rational use of antimicrobial agents.There was no significant improvement in the pathogen detection rate before the combination use of key antimicrobial agents and the detection rate of key multidrug-resistant organisms,indicating that relevant measures still need to be further optimized.
8.Clinical research on the application of artificial intelligence-assisted compu-ting systems in the treatment of intermittent exotropia
Ying LI ; Juan TANG ; Fen LAN ; Qinqin ZHANG ; Dan ZHANG ; Chuanqiang DAI ; Tao LI
Recent Advances in Ophthalmology 2024;44(11):891-897
Objective To explore the impact of artificial intelligence(AI)-assisted computing systems on the success rate of surgery,stereoscopic vision,and quality of life in patients with intermittent exotropia.Methods A total of 108 children(216 eyes)with intermittent exotropia who visited Ziyang Hospital of West China Hospital,Sichuan University from March 2021 to April 2023 were collected and randomly divided into Group A and Group B,with 54 children(108 eyes)in each group.Group A used the traditional calculation method,while Group B used the AI-assisted calculation method to determine the surgical volume of strabismus in children by the angles of strabismus at 6m and 33 cm.The success rate of surgery,postoperative angle of strabismus,stereoscopic visual function,horizontal and vertical perceptual eye positions,and quality of life[Child Intermittent Exotropia Questionnaire(CIXTQ)score]were compared between the two groups at 1 day,1 month,3 months and 6 months after surgery.Results At 1 day,1 month,3 months and 6 months after surgery,the success rate of surgery in Group B was significantly higher than that in Group A(all P<0.05).Compared with the val-ues at 1 day after surgery,the angles of strabismus at 6 m and 33 cm in the two groups were significantly reduced at 1 month,3 months and 6 months after surgery(all P<0.05);Group B had significantly lower angles of strabismus at 6 m and 33 cm than Group A at 1 day,1 month,3 months and 6 months after surgery(all P<0.05).At 1 month,3 months and 6 months after surgery,the central and far stereoscopic visions of children in the two groups gradually increased,with the increase rate in Group B being significantly higher than that in Group A(Finter-group=76.59,P<0.05);the proportion of children without stereoscopic vision in both groups gradually decreased,with a decrease rate in Group B being significantly higher than that in Group A(Finter-group=137.74,P<0.05).At 1 month,3 months and 6 months after surgery,the horizon-tal and vertical perceptual eye positions in Group B showed a significant descend range compared with those in Group A(all P<0.05).At 1 day,1 month,3 months and 6 months after surgery,the exotropia displacement of children in both groups gradually increased,and the displacement of children in Group B was significantly smaller than that in Group A at 1 month,3 months and 6 months postoperatively(all P<0.05).At 1 month,3 months and 6 months after surgery,the CIX-TQ scores of children in the two groups increased gradually,with CIXTQ scores in Group B being significantly higher than those of Group A(all P<0.05).Conclusion AI-assisted computing systems can effectively improve the success rate of intermittent exotropia surgery,enhance the establishment of stereoscopic visual function,improve visual quality,and sig-nificantly improve the quality of life of children.
9.The clinical effect of the whole process blood glucose management on improving postoperative vision in T2DM cataract patients with non-diabetic retinopathy based on visual electrophysiology and OCTA study
Juan TANG ; Fen LAN ; Linxia MENG ; Qinqin ZHANG ; Chuanqiang DAI ; Zheng LEI ; Qilin FANG ; Ying LI ; Xiaoli WU ; Tao LI
The Journal of Practical Medicine 2024;40(20):2888-2899
Objective Visual electrophysiology and optical correlation tomography angiography(OCTA)were used to investigate differences in preoperative retinal function in patients with type 2 diabetic cataract(DC)without obvious retinopathy(NDR)and to determine the clinical application of whole-process blood glucose man-agement(WBGM)for improving postoperative vision in DC patients.Methods This study investigated the preop-erative and postoperative visual electrophysiology(N75,P100,photopic FERG,and scotopic FERG),peripapil-lary retinal nerve fiber layer(pRNFL)and peripapillary capillary vessel density(ppVD)data,as well as trends in these data changes during blood glucose management intervention.Results As the course of T2DM progressed,FBG and HbA1c increased,the N75 and P100 lategraduancy periods of patients gradually lengthened,and the photopic FERG,scotopic FERG,pRNFL,and ppVD values decreased at each postoperative time point.At the same time,the best corrected visual acuity(BCVA)of patients after surgery gradually decreased(P<0.05).Compared with that at 1 week after surgery,the BCVA of Group A(without whole-process blood glucose manage-ment)gradually increased at 1 month and 3 months after surgery but showed a downward trend at 1 year after sur-gery.The BCVA of Group B(with whole-process blood glucose management)gradually stabilized at 1 month after surgery,and at all time points after surgery,the BCVA of Group B was better than that of Group A.The results showed that N75 and P100 in Group A were greater than those in Group B,while the photopic and scotopic FERG,pRNFL,and ppVD(%)in Group A were lower than those in Group B.In addition,N75 and P100 in Group A showed a gradual prolongation trend at various time points after surgery,while photopic FERG,scotopic FERG,pRNFL,and ppVD(%)showed a gradually decreasing trend.However,the above data in Group B gradu-ally stabilized at 3 months after DC surgery,approaching the preoperative level of the group(P<0.05).In the state of whole blood glucose management,although N75 and P100 both reached their longest durations at 1 week af-ter surgery,N75,P100,photopic FERG,scotopic FERG,and pRNFL showed a gradually decreasing trend at 1 month and 3 months after surgery,while ppVD(%)gradually increased(P<0.05).At various time points from 3 months to 1 year after surgery,the overall trend of the above indicators remained stable and close to the preoperative values(P>0.05).Conclusion According to the results of the quantitative analysis of visual electrophysiology and OCTA,in DC patients without obvious retinopathy and with the worsening of diabetes,retinal function decreased,but whole-process blood glucose management effectively restored retinal function and improved visual quality after surgery.
10.Changing trend and multivariate analysis of prevalence rates of healthcare-associated infection in a tertiary hospital for 10 years
Zi-Quan ZHOU ; Jin-Ai QIN ; Juan HUANG ; Yong-Kang YE ; Qun-Xiu GUO ; Lan-Lan LI ; Jing-Jing YA ; Ying-Hua ZHANG
Chinese Journal of Infection Control 2024;23(9):1135-1141
Objective To describe the changing trend and related factors of prevalence rates of healthcare-associa-ted infection(HAI)in a tertiary hospital in the past 10 years,and analyze the influencing factors for HAI.Methods A cross-sectional survey on HAI was conducted for 10 consecutive years from 2013 to 2022(one day was selected as the survey day each year),data were collected.The distribution and related factors of prevalence rates of HAI were analyzed by trend-x2 test and Pearson correlation coefficient.Multivariate logistic regression and multilayer percep-tron(MLP)models were constructed to analyze the independent effect and significance of factors.Results From 2013 to 2022,the prevalence rates of HAI ranged from 4.66%to 8.07%in this hospital,showing a linear upward trend.The proportions of ICU patients and utilization rate of central venous catheters within 2 days before the sur-vey showed linear upward trends,while the proportion of patients with urinary catheters within 2 days before the survey and proportion of patients undergoing surgery within 30 days before the survey decreased.The MLP model revealed that the top 3 important factors for HAI were length of hospital stay>10 days,admission in ICU,and in-dwelling central venous catheters within 2 days before the survey.Multivariate logistic regression model indicated that length of hospital stay>10 days,indwelling central venous catheters or urinary catheters within 2 days before the survey,surgery within 30 days before the survey,and admission in ICU were independent influencing factors for HAI.Conclusion The incidence of HAI in this hospital presents a linear increase in recent 10 years,the causes should be further analyzed and the direction of intervention should be determined through targeted surveillance.Adopting trend test statistical analysis method,logistic regression,MLP multi-factor model can further explore the data value of HAI prevalence survey.

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