1.Constructing a rat animal model of pelvic organ prolapse:a comparison of three modeling methods
Jing YANG ; Houmei WANG ; Yi WANG ; Min SONG ; Jie REN ; Lujun DAI ; Ziwen XIAO
Chinese Journal of Tissue Engineering Research 2026;30(4):864-872
BACKGROUND:Currently,there are many modeling methods for pelvic organ prolapse animal models,and the commonly used methods are vaginal balloon dilatation,oophorectomy and the combination of the two.There is no study comparing the three modeling methods in detail.OBJECTIVE:To construct and validate a rat animal model of pelvic organ prolapse using three different methods and to identify the advantages and disadvantages of various models.METHODS:Seventy-two 8-week SPF-grade female Sprague-Dawley rats were selected and randomly divided into four groups,namely,vaginal balloon dilatation group,ovariectomy group,ovariectomy combined with vaginal balloon dilatation group(the combined group),and the sham-operated group(no ovariectomy and no vaginal dilatation).The vaginal wall tissues of rats were collected at 4,8 and 12 weeks after the operation for hematoxylin-eosin staining,Masson staining,EVG staining and immunohistochemical staining of α-smooth muscle actin,Vimentin and matrix metalloproteinase 9 detection,and the pelvic floor muscle tissues were taken at 4,8 and 12 weeks after the operation for hematoxylin-eosin staining,Masson staining and EVG staining.RESULTS AND CONCLUSION:(1)Hematoxylin-eosi staining showed that there was no significant difference in the decrease of vaginal epithelial layer thickness in the vaginal balloon dilatation group compared with the sham-operated group,(P>0.05),while the thickness of the vaginal epithelial layer was significantly reduced in the ovariectomy group and the ovariectomy combined with vaginal balloon dilation group(P<0.001),and the reduction was more significant in the ovariectomy combined with vaginal balloon dilation group,remained stable at 8 weeks after surgery and lasted until 12 weeks.(2)The changes in the content of collagen fibers and elastic fibers in the vaginal wall stained by Masson and EVG staining were the same as the changes in the thickness of the vaginal epithelial layer stained by hematoxylin-eosin,and there were no changes in collagen fibers and elastic fibers in the pelvic floor muscle tissues of the treatment groups.(3)At 4,8 and 12 weeks after treatment,there was no significant difference in the expression levels of α-smooth muscle actin,Vimentin and matrix metalloproteinase 9 in the vaginal wall tissue of the balloon dilation group compared with the control group(P>0.05),whereas the expression levels of α-smooth muscle actin and Vimentin were significantly decreased in the ovariectomy group and ovariectomy combined with vaginal balloon dilation group(P<0.01)and the expression of matrix metalloproteinase 9 showed a significant increase(P<0.01),with a more pronounced increase in the ovariectomy combined with vaginal balloon dilation group,and the increase reached a stable state at 8 weeks after surgery and could persist up to 12 weeks.To conclude,vaginal balloon dilatation could not maintain the degeneration of pelvic organ prolapse formed by the vaginal wall for a long period,and both ovariectomy and the combined method can be used.Ovariectomy combined with vaginal balloon dilatation can significantly accelerate and aggravate the formation of typical histological features of pelvic organ prolapse in vaginal wall tissues,effectively shorten the experimental period,and improve the efficiency.These effects reach a stable state at 8 weeks after surgery and can be sustained up to 12 weeks,which is practical and convenient for the study of pelvic organ prolapse animal models.
2.A Case of Multidisciplinary Treatment for a Patient with Gorham-Stout Disease
Jing HU ; Ying JIN ; Yan ZHANG ; Ji LI ; Wenhui WANG ; Yue CHI ; Chunxu LI ; Zhenjie ZHANG ; Yaping LIU ; Xiaotian CHU ; Jin XU ; Min SHEN
JOURNAL OF RARE DISEASES 2026;5(1):52-59
Gorham-Stout disease(GSD) is a rare osteolytic disorder characterized by spontaneous and progressive osteolysis, along with abnormal angiogenesis and lymphangiogenesis, with no new bone formation. We present a case of a 15-year-old female admitted due to " recurrent right leg pain for 5 years, 11 months after undergoing right femoral fracture surgery". Through comprehensive integration of the patient's clinical phenotype, laboratory tests, imaging findings, pathological examinations, and molecular biological test results, GSD was considered highly likely. A multidisciplinary treatment approach was conducted, including a combination of zoledronic acid and sirolimus to inhibit osteolysis, along with rehabilitation training and orthopedic intervention, providing a personalized and comprehensive treatment strategy.
3.Constructing a rat animal model of pelvic organ prolapse:a comparison of three modeling methods
Jing YANG ; Houmei WANG ; Yi WANG ; Min SONG ; Jie REN ; Lujun DAI ; Ziwen XIAO
Chinese Journal of Tissue Engineering Research 2026;30(4):864-872
BACKGROUND:Currently,there are many modeling methods for pelvic organ prolapse animal models,and the commonly used methods are vaginal balloon dilatation,oophorectomy and the combination of the two.There is no study comparing the three modeling methods in detail.OBJECTIVE:To construct and validate a rat animal model of pelvic organ prolapse using three different methods and to identify the advantages and disadvantages of various models.METHODS:Seventy-two 8-week SPF-grade female Sprague-Dawley rats were selected and randomly divided into four groups,namely,vaginal balloon dilatation group,ovariectomy group,ovariectomy combined with vaginal balloon dilatation group(the combined group),and the sham-operated group(no ovariectomy and no vaginal dilatation).The vaginal wall tissues of rats were collected at 4,8 and 12 weeks after the operation for hematoxylin-eosin staining,Masson staining,EVG staining and immunohistochemical staining of α-smooth muscle actin,Vimentin and matrix metalloproteinase 9 detection,and the pelvic floor muscle tissues were taken at 4,8 and 12 weeks after the operation for hematoxylin-eosin staining,Masson staining and EVG staining.RESULTS AND CONCLUSION:(1)Hematoxylin-eosi staining showed that there was no significant difference in the decrease of vaginal epithelial layer thickness in the vaginal balloon dilatation group compared with the sham-operated group,(P>0.05),while the thickness of the vaginal epithelial layer was significantly reduced in the ovariectomy group and the ovariectomy combined with vaginal balloon dilation group(P<0.001),and the reduction was more significant in the ovariectomy combined with vaginal balloon dilation group,remained stable at 8 weeks after surgery and lasted until 12 weeks.(2)The changes in the content of collagen fibers and elastic fibers in the vaginal wall stained by Masson and EVG staining were the same as the changes in the thickness of the vaginal epithelial layer stained by hematoxylin-eosin,and there were no changes in collagen fibers and elastic fibers in the pelvic floor muscle tissues of the treatment groups.(3)At 4,8 and 12 weeks after treatment,there was no significant difference in the expression levels of α-smooth muscle actin,Vimentin and matrix metalloproteinase 9 in the vaginal wall tissue of the balloon dilation group compared with the control group(P>0.05),whereas the expression levels of α-smooth muscle actin and Vimentin were significantly decreased in the ovariectomy group and ovariectomy combined with vaginal balloon dilation group(P<0.01)and the expression of matrix metalloproteinase 9 showed a significant increase(P<0.01),with a more pronounced increase in the ovariectomy combined with vaginal balloon dilation group,and the increase reached a stable state at 8 weeks after surgery and could persist up to 12 weeks.To conclude,vaginal balloon dilatation could not maintain the degeneration of pelvic organ prolapse formed by the vaginal wall for a long period,and both ovariectomy and the combined method can be used.Ovariectomy combined with vaginal balloon dilatation can significantly accelerate and aggravate the formation of typical histological features of pelvic organ prolapse in vaginal wall tissues,effectively shorten the experimental period,and improve the efficiency.These effects reach a stable state at 8 weeks after surgery and can be sustained up to 12 weeks,which is practical and convenient for the study of pelvic organ prolapse animal models.
4.Effect and mechanism of Tangzhi formula in improving glucose and lipid metabolism in type 2 diabetic rats
Jing CHEN ; Min BAI ; Fubin SHANG ; Runsheng YU ; Yan SU ; Jianfeng WANG ; Xiangdong ZHU
China Pharmacy 2026;37(16):2112-2118
OBJECTIVE To investigate the effect and mechanism of Tangzhi formula(TZF) on improving glucose and lipid metabolism disorders in type 2 diabetes mellitus (T2DM) rats.METHODS Thirty SPF-grade SD rats were used to establish a T2DM rat model through high-fat diet feeding combined with intraperitoneal injection of streptozotocin. After successful modeling, the rats were divided into the model group, metformin group (positive control, 0.18 g/kg), and TZF low-, medium-, and high-dose groups (5, 10, and 20 g/kg), with 6 rats in each group. An additional 6 rats were selected as the blank group. The rats in each group were orally administered the corresponding volume of drug solution or saline, and continuous dosing was performed for 6 weeks, once daily. Fasting blood glucose (FBG), area under the curve of oral glucose tolerance test (OGTT-AUC), area under the curve of intraperitoneal insulin tolerance test (IPITT-AUC), serum total cholesterol (TC), triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) levels were measured. Hematoxylin-eosin (HE) staining and oil red O staining were used to observe hepatic pathological morphology and lipid deposition. Differentially expressed proteins in liver tissues were screened by proteomics analysis, and key proteins in signaling pathways were verified by Western blot and immunofluorescence staining.RESULTS Compared with the blank group, the levels of FBG, OGTT-AUC, IPITT-AUC, LDL-C, TG, and TC in the model group were significantly increased ( P <0.05), while HDL-C level was significantly decreased ( P <0.05); the liver tissues showed disordered hepatic cords, punctate necrosis of hepatocytes, and significant lipid deposition, the NAFLD activity score and positive area of lipid droplets were significantly increased( P <0.05). Compared with the model group, the above indicators in TZF low-, medium-, and high-dose groups and metformin group were significantly reversed ( P <0.05); hepatic pathological injury and lipid deposition were alleviated. Proteomics results showed that a total of 442 differentially expressed proteins were screened between the model group and the blank group, and 358 differentially expressed proteins were screened between the TZF high-dose group and the model group. Among these differentially expressed proteins, multiple proteins closely related to glucose and lipid metabolism showed a reversal trend after TZF intervention. Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis showed that the peroxisome proliferator-activated receptor (PPAR) signaling pathway was significantly enriched. The validation experiment results showed that TZF could significantly up-regulate the expression of PPARα, PPARγ, and apolipoprotein A1 (ApoA1) in rat liver tissues ( P <0.05), and down-regulate the expression of stearoyl-CoA desaturase 1 (SCD1) and perilipin 2 (PLIN2) ( P <0.05).CONCLUSIONS TZF can improve glucose and lipid metabolism disorders in T2DM rats; its mechanism may be related to the activation of the PPAR signaling pathway and the regulation of downstream lipid metabolism-related proteins SCD1, PLIN2, and ApoA1.
5.Dose-effect and Mechanism of Uncooked Corn Starch on the Intestinal Mucosal Barrier Function in Mice
Jinyan JING ; Yi WEN ; Ying WANG ; Jiaoli LAN ; Min YANG
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(3):387-396
ObjectiveTo investigate the effects of different doses of uncooked corn starch (UCCS), type 2 resistant starch, on intestinal mucosal barrier function in mice and to explore the potentional underlying mechanisms. MethodsTwenty C57BL/6 mice were randomly assigned to four groups and fed either a standard diet (control group) or diets supplemented with low (188.8 g/kg), medium (314.8 g/kg), or high (440.6 g/kg) doses of UCCS for 8 weeks. Body weight and disease activity index (DAI) were monitored. At the endpoint, colon length was measured; histopathological changes in were assessed via HE staining. The expression of tight junction proteins (ZO-1, E-cadherin, and Villin) in the colonic mucosa were detected using immunofluorescence. Serum inflammatory cytokines (IL-6, TNF-α, IL-1β, MIP-1α/CCL3) and fecal calprotectin levels were measured by ELISA. Gut microbiota alterations were analyzed via 16S rRNA gene sequencing and PICRUSt2 functional prediction. ResultsCompared with the control group, UCCS intervention across all doses significantly shortened colon length (P=0.000 5) and increased colonic inflammation scores (P=0.013 3). Immunofluorescence revealed a significantly reduction in the expression and co-localization of ZO-1 and Villin in the colonic mucosa (P<0.05). Systemic inflammation was evidenced by significantly elevated serum levels of IL-6 (P=0.006 4), TNF-α (P=0.000 1), IL-1β (P=0.001 4), and MIP-1α/CCL3 (P<0.000 1). Fecal calprotectin levels were also significantly increased during the early phase (weeks 1-2, P<0.05). 16S rRNA sequencing showed that UCCS significantly altered the β-diversity of the gut microbiota (P<0.05), characterized by the enrichment of butyrate-producing Clostridia_UCG-014, and the opportunistic pathogen Desulfovibrio, alongside a decreased abundance of immunomodulatory genera Akkermansia and Dubosiella. PICRUSt2 analysis suggested that UCCS modulated metabolic pathways related to energy metabolism, glutathione metabolism, and sulfur cycling. ConclusionLong-term or high-dose intake of UCCS may disrupt gut microbiota homeostasis and trigger inflammation response, thereby damaging the intestinal mucosal barrier. These findings suggest that the clinical or dietary application of UCCS should be cautioned regarding dose-dependent risks of intestinal injury.
6.Comparison of the effect of reducing the diameter of back optical zone diameter of CRT and VST designed orthokeratology lens in controlling myopia progression
Sili JING ; Yaqun WAN ; Dan CHEN ; Yuanyuan CHEN ; Jue WANG ; Min YANG
International Eye Science 2025;25(3):475-480
AIM:To compare and analyze the effectiveness and safety of reducing the diameter of the back optical zone diameter(BOZD)of orthokeratology lens designed by CRT and VST in controlling the progression of myopia in children and adolescents.METHODS:Retrospective study. The study subjects were 400 myopia patients aged 8-16 years who were admitted to the orthokeratology fitting center of our hospital from June 2019 to May 2022, with 400 eyes(including right eye data analysis). The subjects were divided into CRT-S group(BOZD<6.0 mm), CRT group(BOZD=6.0 mm), VST-S group(BOZD<6.2 mm), VST group(BOZD=6.2 mm)according to the brand of orthokeratology lens and BOZD group, with 100 cases in each group. Uncorrected visual acuity(UCVA), corneal flat K value, axial length, spherical equivalent, and incidence of corneal injury were collected and analyzed at 1 d, 1 wk, 1 and 6 mo, 1 and 2 a, respectively.RESULTS:After wearing lenses for 1 d, the UCVA of the VST-S group improved the fastest, but after 1 wk, all groups reached a good UCVA, and there was no significant difference between groups. The corneal flat K value of the CRT-S group decreased the most after wearing lenses for 6 mo, and there was no significant difference in the corneal flat K value of all groups after 1 year of lens wearing. At each time point, the axial length growth decreased significantly after reducing the BOZD of the same brand of orthokeratology lens. At 6 mo, there was no significant difference in the axial length growth and defocus ring diameter between the CRT-S group and the VST-S group, but at 1 and 2 a, the VST-S group had significantly lower axial length growth and defocus ring diameter than the CRT-S group. The growth of the diopter sphere and spherical equivalent(SE)was significantly reduced when the BOZD of the same brand of orthokeratology lens was reduced at 2 a follow-up. The VST-S group had the smallest changes in the degree of SE and had the best myopia control effect. There was no significant difference in the change value of the diopter cylinder and the incidence of corneal injury among the four groups.CONCLUSION:Reducing the BOZD of the orthokeratology lens can effectively control the growth of the axial length and the progression of myopia degree. The myopia control effect of the VST lens is better than that of the CRT lens after reducing the BOZD. Reducing the BOZD of the orthokeratology lens does not increase the risk of additional corneal injury.
7.Comparison of the effect of reducing the diameter of back optical zone diameter of CRT and VST designed orthokeratology lens in controlling myopia progression
Sili JING ; Yaqun WAN ; Dan CHEN ; Yuanyuan CHEN ; Jue WANG ; Min YANG
International Eye Science 2025;25(3):475-480
AIM:To compare and analyze the effectiveness and safety of reducing the diameter of the back optical zone diameter(BOZD)of orthokeratology lens designed by CRT and VST in controlling the progression of myopia in children and adolescents.METHODS:Retrospective study. The study subjects were 400 myopia patients aged 8-16 years who were admitted to the orthokeratology fitting center of our hospital from June 2019 to May 2022, with 400 eyes(including right eye data analysis). The subjects were divided into CRT-S group(BOZD<6.0 mm), CRT group(BOZD=6.0 mm), VST-S group(BOZD<6.2 mm), VST group(BOZD=6.2 mm)according to the brand of orthokeratology lens and BOZD group, with 100 cases in each group. Uncorrected visual acuity(UCVA), corneal flat K value, axial length, spherical equivalent, and incidence of corneal injury were collected and analyzed at 1 d, 1 wk, 1 and 6 mo, 1 and 2 a, respectively.RESULTS:After wearing lenses for 1 d, the UCVA of the VST-S group improved the fastest, but after 1 wk, all groups reached a good UCVA, and there was no significant difference between groups. The corneal flat K value of the CRT-S group decreased the most after wearing lenses for 6 mo, and there was no significant difference in the corneal flat K value of all groups after 1 year of lens wearing. At each time point, the axial length growth decreased significantly after reducing the BOZD of the same brand of orthokeratology lens. At 6 mo, there was no significant difference in the axial length growth and defocus ring diameter between the CRT-S group and the VST-S group, but at 1 and 2 a, the VST-S group had significantly lower axial length growth and defocus ring diameter than the CRT-S group. The growth of the diopter sphere and spherical equivalent(SE)was significantly reduced when the BOZD of the same brand of orthokeratology lens was reduced at 2 a follow-up. The VST-S group had the smallest changes in the degree of SE and had the best myopia control effect. There was no significant difference in the change value of the diopter cylinder and the incidence of corneal injury among the four groups.CONCLUSION:Reducing the BOZD of the orthokeratology lens can effectively control the growth of the axial length and the progression of myopia degree. The myopia control effect of the VST lens is better than that of the CRT lens after reducing the BOZD. Reducing the BOZD of the orthokeratology lens does not increase the risk of additional corneal injury.
8.Rapid Identification of Different Parts of Nardostachys jatamansi Based on HS-SPME-GC-MS and Ultra-fast Gas Phase Electronic Nose
Tao WANG ; Xiaoqin ZHAO ; Yang WEN ; Momeimei QU ; Min LI ; Jing WEI ; Xiaoming BAO ; Ying LI ; Yuan LIU ; Xiao LUO ; Wenbing LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):182-191
ObjectiveTo establish a model that can quickly identify the aroma components in different parts of Nardostachys jatamansi, so as to provide a quality control basis for the market circulation and clinical use of N. jatamansi. MethodsHeadspace solid-phase microextraction-gas chromatography-mass spectrometry(HS-SPME-GC-MS) combined with Smart aroma database and National Institute of Standards and Technology(NIST) database were used to characterize the aroma components in different parts of N. jatamansi, and the aroma components were quantified according to relative response factor(RRF) and three internal standards, and the markers of aroma differences in different parts of N. jatamansi were identified by orthogonal partial least squares-discriminant analysis(OPLS-DA) and cluster thermal analysis based on variable importance in the projection(VIP) value >1 and P<0.01. The odor data of different parts of N. jatamansi were collected by Heracles Ⅱ Neo ultra-fast gas phase electronic nose, and the correlation between compound types of aroma components collected by the ultra-fast gas phase electronic nose and the detection results of HS-SPME-GC-MS was investigated by drawing odor fingerprints and odor response radargrams. Chromatographic peak information with distinguishing ability≥0.700 and peak area≥200 was selected as sensor data, and the rapid identification model of different parts of N. jatamansi was established by principal component analysis(PCA), discriminant factor alysis(DFA), soft independent modeling of class analogies(SIMCA) and statistical quality control analysis(SQCA). ResultsThe HS-SPME-GC-MS results showed that there were 28 common components in the underground and aboveground parts of N. jatamansi, of which 22 could be quantified and 12 significantly different components were screened out. Among these 12 components, the contents of five components(ethyl isovalerate, 2-pentylfuran, benzyl alcohol, nonanal and glacial acetic acid,) in the aboveground part of N. jatamansi were significantly higher than those in the underground part(P<0.01), the contents of β-ionone, patchouli alcohol, α-caryophyllene, linalyl butyrate, valencene, 1,8-cineole and p-cymene in the underground part of N. jatamansi were significantly higher than those in the aboveground part(P<0.01). Heracles Ⅱ Neo electronic nose results showed that the PCA discrimination index of the underground and aboveground parts of N. jatamansi was 82, and the contribution rates of the principal component factors were 99.94% and 99.89% when 2 and 3 principal components were extracted, respectively. The contribution rate of the discriminant factor 1 of the DFA model constructed on the basis of PCA was 100%, the validation score of the SIMCA model for discrimination of the two parts was 99, and SQCA could clearly distinguish different parts of N. jatamansi. ConclusionHS-SPME-GC-MS can clarify the differential markers of underground and aboveground parts of N. jatamansi. The four analytical models provided by Heracles Ⅱ Neo electronic nose(PCA, DFA, SIMCA and SQCA) can realize the rapid identification of different parts of N. jatamansi. Combining the two results, it is speculated that terpenes and carboxylic acids may be the main factors contributing to the difference in aroma between the underground and aboveground parts of N. jatamansi.
9.Role of chloride ions in the prognosis of patients with decompensated cirrhosis
Tian MENG ; Ouyang JING ; Chang HONG ; Yang JIN ; Liu MIN ; Yuping WANG ; Zhaofeng CHEN
Journal of Chongqing Medical University 2025;50(3):367-375
Objective:To investigate the prognostic value of serum chloride ion concentration in critically ill or clinically stable pa-tients with decompensated cirrhosis.Methods:A retrospective study was conducted among the patients with decompensated cirrhosis who attended the intensive care unit(ICU)and Department of Gastroenterology,The First Hospital of Lanzhou University,from Janu-ary 2017 to January 2022,and the patients were divided into ICU cohort and Gastroenterology cohort.The outcome event for the ICU cohort was in-hospital death.A logistic regression analysis was used to investigate the association between serum chloride levels and ICU mortality rate;the receiver operating characteristic(ROC)curve was plotted and the area under the ROC curve(AUC)was calcu-lated to assess the value of blood chloride level in predicting ICU mortality rate.The patients in the Gastroenterology cohort were fol-lowed up with the outcome event of all-cause mortality rate,and the Cox regression analysis and the Kaplan-Meier analysis were used to investigate the value of blood chloride level in predicting mortality rate.Results:In the ICU cohort,serum chloride ion was signifi-cantly associated with in-hospital mortality in the ICU(odds ratio=0.934,95%CI=0.871-0.993,P=0.035),and blood chlorine had an AUC of 0.687 in predicting in-hospital mortality in the ICU.In the Gastroenterology cohort,serum chloride ion concentration was sig-nificantly associated with mortality rate in the subgroup with a Child-Pugh score of<10(hazard ratio=0.906,95%CI=0.822-0.997,P=0.043),and hypochloremia was associated with a lower survival rate.Conclusion:Hypochloremia is associated with the increase in mortality rate in patients with decompensated cirrhosis.
10.Comparison of the predictive performance of two predictive models based on decision tree and logistic regression algorithms for the risk of pulmonary multidrug-resistant organism infection in intensive care unit patients
Yurui XIAN ; Jing WANG ; Min ZHANG
Chongqing Medicine 2025;54(4):954-959
Objective To develop predictive models based on decision tree and logistic regression algo-rithms for pulmonary multidrug-resistant organism(MDRO)infection risk in intensive care unit(ICU)pa-tients,and compare their predictive performance to provide references for pulmonary MDRO infection preven-tion.Methods A total of 350 ICU patients admitted to the hospital from January 2021 to December 2023 were enrolled and divided into an infection group(n=52)and a non-infection group(n=298)based on the pres-ence of pulmonary MDRO infection.Clinical data from both groups were collected and analyzed to identify risk factors for pulmonary MDRO infection in ICU patients.Using the risk of pulmonary MDRO infection in ICU patients as the dependent variable and the indicators with statistically significant differences in univariate anal-ysis as the independent variables,predictive models for pulmonary MDRO infection risk were developed by u-sing decision tree algorithms and logistic regression analysis.The predictive performance of these two models was compared.Results There were statistically significant differences(P<0.05)between the infection and non-infection groups in terms of age,history of diabetes,hospital stay≥2 weeks,indwelling urinary catheter,chlorine dioxide disinfection,prolonged bedridden status,and disturbance of consciousness.Logistic regression analysis with pulmonary MDRO infection risk in ICU patients as the dependent variable showed that age ≥60 years,indwelling catheter,hypoproteinemia,and disturbance of consciousness were risk factors for pulmonary MDRO infection in ICU patients,while chlorine dioxide disinfection was a protective factor.Based on these risk factors and regression coefficients,the original warning model was established as:logit(P 1)=0.856 × age+0.928 × indwelling catheter+0.916 × chlorine dioxide disinfection+0.866× hypoproteinemia+0.986 × disturbance of consciousness-4.371.The Hosmer-Lemeshow test indicated good model fit(coefficient of de-termination R2=0.579,P=0.531).The decision tree model for pulmonary MDRO infection risk in ICU pa-tients constructed using decision tree algorithm comprised 4 layers and 9 nodes,selecting four clinical features as nodes:presence of consciousness disturbance,indwelling catheter,hypoproteinemia,and age≥60 years,with consciousness disturbance being the most significant predictor.The decision tree model showed an area under the curve(AUC)of 0.892(95%CI:0.835-0.949)on receiver operating characteristic(ROC)analy-sis,compared to 0.862(95%CI:0.812-0.912)for the logistic regression model.Delong test revealed no sig-nificant difference in predictive performance between the two models(Z=1.148,P=0.095).Conclusion Both the decision tree model and logistic regression model established for predicting the risk of pulmonary MDRO infection in ICU patients demonstrate high predictive performance with comparable efficacy.

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