1.Correlation between objective short sleep duration and dyslipidemia in patients with chronic insomnia disorder
Nvshi ZHOU ; Xumei PENG ; Zhiyue CAO ; Chengcheng LIU ; Jing YAO
Sichuan Mental Health 2026;39(1):58-62
BackgroundChronic insomnia disorder has become a significant public health issue, and it may be associated with dyslipidemia. Previous studies on dyslipidemia in patients with chronic insomnia disorder have mainly focused on exploring the relationship between subjective short sleep duration and dyslipidemia, while there have been limited studies on the relationship between objective short sleep duration and dyslipidemia. ObjectiveTo explore the relationship between objective short sleep duration and dyslipidemia in patients with chronic insomnia disorder, in order to provide references for the prevention and intervention of dyslipidemia in this population. MethodsA total of 103 patients who were hospitalized at The Third Hospital of Mianyang from August 2022 to November 2023 and met the diagnostic criteria for chronic insomnia disorder as defined in the International Classification of Sleep Disorder, third edition (ICSD-3) were retrospectively collected. The objective sleep duration of the patients was obtained through polysomnography. The patients were divided into two groups based on their objective sleep duration: the group with objective sleep duration ≥ 7 hours (n=71) and the group with objective sleep duration < 7 hours (n=32). Binary Logistic regression analysis was used to explore the impact of objective sleep duration < 7 hours on dyslipidemia. ResultsAmong 103 patients with chronic insomnia disorder, 59 cases (57.28%) were identified with dyslipidemia. The comparison of dyslipidemia conditions between the group with objective sleep duration ≥ 7 hours and the group with objective sleep duration < 7 hours showed a statistically significant difference (χ2=5.956, P<0.05). Compared with the group with objective sleep duration ≥7 hours, the group with objective sleep duration < 7 hours exhibited significantly lower high-density lipoprotein cholesterol levels, and reduced sleep efficiency (t=-2.003, -5.482, P<0.05 or 0.01). Binary Logistic regression analysis results showed that the risk of abnormal blood lipids in patients with chronic insomnia disorder with objective sleep duration < 7 hours was 3.128 times higher than that of patients with objective sleep duration ≥ 7 hours (OR=3.128, 95% CI: 1.139–8.588). ConclusionObjective short sleep duration may be a risk factor for dyslipidemia in patients with chronic insomnia disorder.
2.Predictive model for anxiety symptoms among junior high school students based on machine learning algorithms
YANG Yinmei, FENG Haiyang, LIU Mingxiu, YU Qiurui, MA Xin, YAN Hong, YU Bin, YU Chengcheng
Chinese Journal of School Health 2026;47(5):690-694
Objective:
To explore the influencing factors of anxiety symptoms and to construct a predictive model based on machine learning algorithms, so as to provide support for the prevention and management of anxiety symptoms among junior high school students.
Methods:
From April to May 2023, a stratified random cluster sampling method was adopted to select 8 176 junior high school students from Zhengzhou and Shangqiu citys. All participants completed the Adolescent Self rating Life Events Checklist, the 10item Connor-Davidson Resilience Scale, the School Connectedness Scale, the Parent-Child Cohesion Questionnaire, and the 7 item Generalized Anxiety Disorder Scale. Logistic regression analysis identified the associated factors of anxiety symptoms among junior high school students. Predictive models were constructed using Logistic regression, Random Forest, and eXtreme Gradient Boosting (XGBoost) algorithms, with SHapley Additive exPlanations analysis explaining the optimal model.
Results:
The detection rate of anxiety symptoms among junior high school students was 16.3%. Logistic regression analysis showed that junior high school students who were female ( OR =1.22), in the ninth grade ( OR =1.27), living in urban areas ( OR =1.37), having a father with a college education or above ( OR =1.26), having a mother with a senior high school education ( OR =1.26), and experiencing higher levels of negative life events ( OR =1.05) reported a higher risk of anxiety symptoms(all P <0.05). In contrast, those with moderate family economic status ( OR =0.71), moderate academic burden ( OR =0.59), low academic burden ( OR =0.54), moderate sleep quality ( OR =0.46), good sleep quality ( OR =0.26), excellent sleep quality ( OR =0.15), higher levels of psychological resilience ( OR =0.96), higher levels of school connectedness ( OR =0.96), and higher levels of parent-child cohesion ( OR =0.98) reported a lower risk of anxiety symptoms (all P <0.05). Three machine learning models demonstrated good predictive performance for anxiety symptoms among junior high school students (all AUC>0.8), with the XGBoost model achieving the best predictive performance. SHAP analysis revealed that negative life events, sleep quality, school connectedness, psychological resilience and parent-child cohesion were the top five relevant factors for predicting anxiety symptoms.
Conclusions
The detection rate of anxiety symptoms among junior high school students is relatively high. The XGBoost model is the optimal predictive model for anxiety symptoms in the population. Negative life events, sleep quality, school connectedness, psychological resilience, and parent-child cohesion are significant correlates of anxiety symptoms among junior high school students.
3.Relationship between mental health literacy and anxiety symptoms in the elderly: the pathways of insomnia
Zhiyue CAO ; Xianmei YANG ; Xumei PENG ; Nvshi ZHOU ; Congwen YANG ; Chengcheng LIU ; Jing YAO
Sichuan Mental Health 2026;39(2):158-164
BackgroundAnxiety symptoms have become a public health issue affecting the physical and mental health of the elderly population. Mental health literacy is a predictor of anxiety symptoms in the elderly. Currently, there are limited studies on the pathogenic mechanism between the two. Exploring the relationship and mechanism between mental health literacy and anxiety symptoms among the elderly is of great significance for improving the mental health level of the elderly. ObjectiveTo investigate the impact of mental health literacy on anxiety symptoms in the elderly, and to analyze the role of insomnia in this process, in order to provide references for the formulation of prevention and intervention strategies for anxiety symptoms in the elderly. MethodsFrom August 2021 to December 2022, a total of 10 650 older adults aged 60 years old and above were selected from a city in Sichuan Province using a multistage stratified sampling method. Participants completed the self-compiled demographic questionnaire, the Insomnia Severity Index (ISI), the Generalized Anxiety Disorder Scale-7 item (GAD-7), and the National Mental Health Literacy Questionnaire (NMHLQ). Spearman correlation analysis was adopted to examine the correlation between the scores of the scales. Model 4 in SPSS 27.0 plugin Process 4.1 was employed to test the pathway of insomnia between mental health literacy (and its various dimensions) and anxiety symptoms. ResultsAmong the participants, 9 609 cases (90.23%) completed the valid questionnaire survey, and 1 680 cases (17.48%) were found to have anxiety symptoms. The total score of the NMHLQ for the elderly, as well as the scores of the knowledge, awareness, and skills dimensions, were negatively correlated with the GAD-7 score and the ISI score (rs=-0.506–-0.054, P<0.01), and the ISI score was positively correlated with the GAD-7 score (rs=0.666, P<0.01). Insomnia served as the mediating pathway between the mental health literacy and anxiety symptoms, with an indirect effect value of -0.210 (95% CI: -0.227–-0.193), accounting for 54.97% of the total effect. Insomnia was the mediating pathway between the mental health literacy knowledge and anxiety symptoms of the elderly, with an indirect effect value of -0.161 (95% CI: -0.178–-0.144), accounting for 52.61% of the total effect. Insomnia played a mediating role in the relationship between the awareness of mental health literacy and anxiety symptoms, with an indirect effect value of -0.323 (95% CI: -0.342–-0.302), accounting for 76.36% of the total effect. Insomnia was the mediating pathway between the mental health literacy skills and anxiety symptoms of the elderly, with an indirect effect value of -0.172 (95% CI: -0.187–-0.159), accounting for 53.75% of the total effect. ConclusionThe dimensions of mental health literacy, knowledge, awareness and skills of the elderly not only directly affect anxiety symptoms, but also indirectly influence anxiety symptoms through the pathway of insomnia.[Funded by Medical Research Project Plan of Sichuan Province (number, S23049)]
4.Research progress on immune cells in cold ischemia-reperfusion injury of renal allografts
Kangyu LIU ; Zikai FANG ; Chengcheng YANG ; Jixian LIU ; Junjie ZHANG ; Zongyao FAN ; Bin NI ; Ming ZHENG ; Baixin SHEN
Journal of Modern Urology 2026;31(6):580-585
Cold ischemia-reperfusion injury (CIRI) is a major contributor to delayed graft function and long-term graft failure after kidney transplantation.Its pathogenesis involves multiple mechanisms, including energy metabolism disorders, oxidative stress and sterile inflammatory responses.Increasing evidence indicates that immune cells play a central regulatory role in the initiation and progression of CIRI.Damage-associated molecular patterns released during cold ischemia and reperfusion activate innate immunity, leading to the rapid recruitment of neutrophils, macrophages, dendritic cells and amplification of inflammatory cascades.Subsequently, adaptive immune cells, including T cells and B cells, are activated and further contribute to sustained inflammation, disruption of immune tolerance and graft injury.Through cytokine signaling, chemokine-mediated recruitment and antigen presentation, different immune cell subsets form a complex interactive network that ultimately determines the severity and outcome of CIRI.This review summarizes the roles and mechanisms of innate and adaptive immune cells in renal allograft CIRI, highlights their interconnections, and discusses emerging immune cell-targeted therapeutic strategies, aiming to provide a theoretical basis for improving clinical outcomes in kidney transplantation.
5.Serum miR-141-3p,KEAP1 expression and clinical significance in neonatal acute respiratory distress syndrome
Xiangli XUE ; Chengcheng LI ; Mei LIU ; Pengwei TANG
International Journal of Laboratory Medicine 2025;46(7):801-805,811
Objective To investigate the expression and clinical significance of serum microRNA-141-3p(miR-141-3p)and Kelch like epichlorohydrin associated protein 1(KEAP1)in neonatal acute respiratory dis-tress syndrome(NARDS).Methods A total of 121 children with NARDS admitted to the hospital from Janu-ary 2022 to March 2024(NARDS group)and 65 healthy neonates during the same period(control group)were selected.According to the degree of disease,the children with NARDS were divided into the mild NARDS group(4≤oxygen index<8,48 cases),the moderate NARDS group(8≤oxygen index<16,46 ca-ses),the severe NARDS group(oxygen index≥16,27 cases),and the children with NARDS were divided into the death group(18 cases)and the survival group(103 cases)according to the 28-day prognosis.Serum miR-141-3p and KEAP1 levels were detected by fluorescence quantitative polymerase chain reaction and enzyme-linked immunosorbent assay.The correlation between serum miR-141-3p and KEAP1 levels in children with NARDS was analyzed by Pearson correlation coefficient.The correlation between serum miR-141-3p and KEAP1 levels and oxygen index in children with NARDS was analyzed by Spearman correlation coefficient.Receiver operating characteristic(ROC)curve was plotted to analyze the predictive efficacy of serum miR-141-3p and KEAP1 levels on the death in children with NARDS.Results Serum miR-141-3p level in the NARDS group was lower than that in the control group,and KEAP1 level in the NARDS group was higher than that in the control group(t=14.288,12.596,P<0.001).There was a binding site between miR-141-3p and KEAP1 at the 3'-untranslated region 131-138.Pearson correlation showed that serum miR-141-3p was negatively correlated with KEAP1 level in children with NARDS(r=-0.745,P<0.001).The levels of ser-um miR-141-3p increased sequentially in the severe NARDS group,moderate NARDS group,and mild NARDS group,while the level of KEAP1 decreased sequentially(F=185.469,113.126,P<0.001).Spearman correla-tion coefficient showed that oxygen index in children with NARDS was negatively correlated with serum miR-141-3p level(r=-0.815,P<0.001)and positively correlated with serum KEAP1 level(r=0.827,P<0.001).Serum miR-141-3p level in the dead group was lower than that in the survival group,and KEAP1 level was higher than that in the surviving group(t=4.213,4.495,P<0.001).The area under the curve of the combined prediction of serum miR-141-3p and KEAP1 levels for the death in children with NARDS was 0.878(95%CI:0.806-0.930),which was greater than 0.783(95%CI:0.699-0.853)and 0.786(95%CI:0.702-0.855)predicted by serum miR-141-3p and KEAP1 levels alone(Z=2.963,2.021,P<0.05).Conclu-sion The serum miR-141-3p level is decreased and the KEAP1 level is increased in children with NARDS,which is associated with worsening of the disease and poor prognosis.The combination of serum miR-141-3p and KEAP1 levels has high predictive efficacy for death in children with NARDS.
6.Study on the effects and metabonomics of compound Kuijie Ankang Decoction for ulcerative colitis in mice
Cong REN ; Lili TANG ; Ruijuan LUO ; Fanyan MENG ; Yuping SHU ; Hongwu TAO ; Shuang LI ; Yizhen LI ; Chengcheng YUAN ; Yuedong LIU
International Journal of Traditional Chinese Medicine 2025;47(9):1255-1263
Objective:To explore the therapeutic effect of compound Kuijie Ankang Decoction on ulcerative colitis (UC) model mice by non targeted metabonomics; To explore its mechanism.Compound Kuijie Ankang.Methods:The mice were randomly divided into blank control group, model group, Kuijie Ankang Decoction group and sulfasalazine group, with 12 mice in each group. Except the blank control group, the other groups were given 1.5% DSS solution for free drinking to prepare UC model. After successful modeling, Kuijie Ankang Decoction group was intragastrically administered with compound Kuijie Ankang Decoction of 9.68 g/kg, sulfasalazine group was intragastrically administered with sulfasalazine capsule suspension of 320 mg/kg, model group and blank control group were intragastrically administered with equal volume of purified water, once a day, for 7 consecutive days. The body mass and disease activity index (DAI) score of mice were measured. ELISA was used to measure the levels of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), interleukin-6 (IL-6), and interleukin-10 (IL-10) in the colon tissue of mice; the protein expressions of Claudin-1 and Zo-1 in colon tissue were detected by immunofluorescence method. HE staining was used to observe the pathological changes in the colon, and UHPLC-OE-MS technology was used to analyze the endogenous metabolite structure of mouse colon tissue, differential metabolites and related metabolic pathways were screened.Results:Compared with the model group, the colon length in Kuijie Ankang Decoction group and sulfasalazine group increased ( P<0.01), the DAI score decreased ( P<0.01), the levels of TNF-α, IL-1β and IL-6 in colon tissue decreased ( P<0.01), the level of IL-10 increased ( P<0.01), and the average optical density of Claudin-1 and Zo-1 protein increased ( P<0.01 or P<0.05). Metabolomics analysis identified 26 potential differential metabolites, including nicotinamide adenine dinucleotide, guanine, gamma aminobutyric acid, and thiamine, affecting 26 key metabolic pathways, including lysine biosynthesis, thiamine metabolism, cysteine and methionine metabolism. Conclusion:Kuaijie Ankang Decoction may improve metabolites such as Gamma aminobutyric acid and thiamine through metabolic pathways such as lysine biosynthesis to alleviate inflammatory reactions, thereby exerting therapeutic effects on ulcerative colitis in mice.
7.Effect of insecure attachment on internet addiction in college students: the chain mediating pathway of self-compassion and psychological resilience
Xumei PENG ; Zhiyue CAO ; Nvshi ZHOU ; Chengcheng LIU ; Jing YAO
Sichuan Mental Health 2025;38(6):548-553
BackgroundInternet addiction poses serious harm to the physical and mental health of college students. Insecure attachment is one of the key factors of internet addiction, while self-compassion and psychological resilience serve as crucial psychological factors closely related to it. However, the chain mediating role of self-compassion and psychological resilience between insecure attachment and college students' internet addiction remains unclear. ObjectiveTo explore the mediating role of self-compassion and psychological resilience in the relationship between insecure attachment and internet addiction in college students, so as to provide references for the prevention and intervention of internet addiction in this population. MethodsFrom November 2023 to February 2024, a total of 1 380 college students were recruited using a cluster sampling method from two universities in Sichuan Province. The assessment was conducted using the Chinese Internet Addiction Scale (CIAS), the Self-Compassion Scale (SCS), the Experiences in Close Relationships Scale (ECR), and the Resilience Scale for Chinese Adolescents (RSCA). Pearson correlation analysis was conducted to examine the correlations of the scores of each scale. Model 6 in Process 4.2 was used to test the mediating roles of self-compassion and psychological resilience in the relationship between insecure attachment and internet addiction among college students. ResultsA total of 1 232 (89.28%) college students completed the valid questionnaire survey. The ECR score was positively correlated with the CIAS score (r=0.299, P<0.01), and SCS score was positively correlated with the RSCA score (r=0.299, P<0.01). The ECR score was negatively correlated with both SCS score and RSCA score (r=-0.122、-0.147,P<0.01); the SCS score was negatively correlated with both RSCA score and CIAS score (r=-0.238、-0.263, P<0.01). Self-compassion and psychological resilience were the pathways between insecure attachment and internet addiction, with effect sizes of 0.015 (95% CI: 0.007–0.023) and 0.010 (95% CI: 0.004–0.017), respectively. Self-compassion and psychological resilience played chain mediating role between insecure attachment and internet addiction, with effect sizes of 0.003 (95% CI: 0.001–0.006). ConclusionInsecure attachment can directly affect internet addiction in college students, and it can also influence internet addiction through independent pathway of self-compassion and psychological resilience, as well as the chain mediating pathways involving both self-compassion and psychological resilience.
8.Exploration on the Mechanism of Kuijie Ankang Decoction in Treating Ulcerative Colitis Based on Immune,Autophagy and Intestinal Flora
Cong REN ; Fanyan MENG ; Yan GONG ; Lili TANG ; Ruijuan LUO ; Yizhen LI ; Shuang LI ; Chengcheng YUAN ; Yuedong LIU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(3):119-128
Objective To investigate the mechanism of Kuijie Ankang Decoction in regulating immune,autophagy and intestinal flora in the treatment of ulcerative colitis(UC).Methods UC mouse model was established by free drinking with sodium dextran sulfate.The mice were randomly divided into blank control group,model group,Kuijie Ankang Decoction group,salazine sulfopyridine(SASP)group and 3-methyladenine(3-MA)group,with 12 mice in each group.Each drug group was given corresponding drugs for gavage,the blank control group and model group were given the same volume of distilled water for gavage for 7 days.The general condition of mice was observed and the disease activity index(DAI)was scored,the morphology of colon tissue was observed by HE staining,the contents of TNF-α,IL-1β,IL-6,IL-8 and IL-10 in colon tissue were detected by ELISA,the mRNA and protein expressions of LC3,Beclin-1 and p62 in colon tissue were detected by RT-qPCR and Western blot,respectively.16S rDNA sequencing was used to analyze the structure of intestinal flora.Results Compared with the blank control group,the mice in the model group showed a decrease in body mass,an increase in DAI score,a decrease in colon length,serious mucosal injury and inflammatory cell infiltration,the contents of TNF-α,IL-1β,IL-6 and IL-8 in colon tissue significantly increased(P<0.05,P<0.01),the content of IL-10 decreased(P<0.01),the mRNA expressions of LC3 and Beclin-1 in colon tissue decreased(P<0.05,P<0.01),the mRNA and protein expression of p62 increased(P<0.01),while the expressions of LC3Ⅱ/LC3Ⅰ and Beclin-1 proteins decreased(P<0.05,P<0.01).Compared with the model group,the body mass of mice in Kuijie Ankang Decoction group and SASP group increased(P<0.05),DAI score decreased(P<0.05),the colon length increased(P<0.05),the pathological damage of colon mucosa was alleviated,the contents of TNF-α,IL-1β,IL-6 and IL-8 in colon tissue decreased(P<0.05,P<0.01),the content of IL-10 increased(P<0.01),the expressions of LC3 and Beclin-1 mRNA in colon tissue increased(P<0.05,P<0.01),the expression of p62 mRNA and protein decreased(P<0.05,P<0.01),the expressions of LC3Ⅱ/LC3Ⅰand Beclin-1 protein increased(P<0.05,P<0.01).16S rDNA sequencing results showed that the diversity and evenness of the intestinal flora in the model group mice decreased,with a decrease in the relative abundance of Firmicutes,Actinobacteria and Patescibacteria(P<0.05),and an increase in the relative abundance of Bacteroidota,Verrucomicrobiota and Proteobacteria(P<0.05);the relative abundance of Bacilli and Coriobacteriia decreased(P<0.05),the relative abundance of Bacteroidia,Clostridia and Verrucomicrobiae increased(P<0.05);the relative abundance of Ligilactobacillus and Dubosiella decreased(P<0.05),the relative abundance of unclassified Muribaculaceae,Lachnospiraceae NK4A136_group,Akkermansia and unclassified Lachnospiraceae increased(P<0.05).Compared with the model group,the diversity and evenness of intestinal flora increased in Kuijie Ankang Decoction group and SASP group,with an increase in the relative abundance of Firmicutes(P<0.05),a decrease in the relative abundance of Bacteroidota and Verrucomicrobiota(P<0.05),the relative abundance of Bacteroidia and Bacilli increased(P<0.05),the relative abundance of Verrucomicrobiae decreased(P<0.05);the relative abundance of unclassified Muribaculaceae and Ligilactobacillus increased(P<0.05),while the relative abundance of Lachnospiraceae NK4A136_group and Akkermansia decreased(P<0.05).Conclusion Kuijie Ankang Decoction can significantly improve the intestinal mucosal injury of UC mice,and the mechanism may be related to the regulation of colon autophagy level and intestinal flora disorder.
9.Meta-analysis of the diagnostic value of 18F-FDG PET/CT in postoperative recurrence or metastasis of ovarian cancer patients with elevated CA125 levels
Chunyan MIAO ; Dapai LIU ; Fu GAO ; Chengcheng YU ; MANFEIDA·MAIMAITI ; Wutao PU ; Luhua XIA
China Medical Equipment 2025;22(5):33-37
Objective:To systematically review the diagnostic value of 18F-fluorodeoxyglucose positron emission tomography/computed tomography(18F-FDG PET/CT)on recurrence or metastasis of patients with ovarian cancer whose postoperative serum carbohydrate antigen 125(CA125)occurred abnormal elevation.Methods:A systematic search was conducted in foreign databases,including PubMed,Embase,Cochrane Library(Central)and Web of Science(SCI-Expanded),as well as Chinese databases,such as China National Knowledge Infrastructure(CNKI),VIP Network,Wanfang Database,and China Biology Medicine(CBM),for the studies that were published between January 2010 and January 2023 on the diagnostic value of 18F-FDG PET/CT on recurrence or metastasis of patients with ovarian cancer whose postoperative serum CA125 levels occurred abnormal elevation.The quality of the included studies was assessed by using the QUADAS-2 quality evaluation tool in Review Manager 5.4 software.The effective data were extracted,and effect quantities were merged,and heterogeneity test was conducted through Meta-Disc 1.4 software.Publication bias of the included studies was tested by using Stata 14.0 software.Results:A total of seven literatures were involved in this research,and 290 patients with ovarian cancer were included to conduct heterogeneity test,which revealed I2 values all were greater than 50%.Therefore,the a fixed-effect model was used to merge effect quantity.The results demonstrated that the diagnostic accuracy was higher,and the sensitivity,specificity,positive likelihood ratio,negative likelihood ratio,and diagnostic odds ratio(DOR)of the mergement were respectively 0.95(95%CI:0.91-0.98),0.83(95%CI:0.70-0.92),4.84(95%CI:2.82-8.31),0.07(95%CI:0.04-0.13)and 73.53(95%CI:28.00-187.90).The area under curve(AUC)value of receiver operating characteristic curve(AUC)was 0.9527,and the diagnostic accuracy of 18F-FDG PET/CT for metastasis or recurrence in patients with ovarian cancer,whose postoperative serum CA125 levels occurred elevation,reached to 95.27%.Publication bias testing showed there was no evidence of publication bias.Conclusion:18F-FDG PET/CT exhibits higher accuracy in diagnosing recurrence or metastasis in patients with ovarian cancer whose postoperative serum CA125 levels occurred elevation,which can sensitively and accurately confirmed postoperative recurrence or metastasis of patients with ovarian cancer,and early find the lesions of metastasis or recurrence of ovarian cancer.
10.Practice and exploration of integrated experimental reform of medical microbiology and immunology
Chengcheng LIU ; Lei HAN ; Xiaobo ZHOU ; Hongliang WANG ; Yuan WANG ; Jinjun LIU ; E YANG ; Biao WANG ; Jing WANG ; Meng XUN
Chinese Journal of Medical Education Research 2025;24(2):204-209
Integrated medical curriculum is an important direction for the development of medical education. While integrated theoretical courses have been practiced for many years, integrated experiments are still in the exploratory stage. Taking the integrated experiments of medical microbiology and immunology in Xi'an Jiaotong University as an example, this article introduces the design concept, implementation details, effectiveness evaluation, improvements, and prospects of integrated experiments established based on clinical practice principles, so as to provide a reference for further optimization of integrated experiments in the future.


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