1.Biological characteristics of two strains of clinical mucoid Pseudomonas aeruginosa isolates
Lingli AI ; Hao XIE ; Lingfei HU ; Dongsheng ZHOU ; Huiying YANG ; Zhengling SHANG
Chinese Journal of Nosocomiology 2025;35(17):2608-2612
OBJECTIVE T o compare the biological characteristics,drug resistance and pathogenicity between two strains of mucoid Pseudomonas aeruginosa and the standard strain PAO1.METHODS The strains were identified,and biofilms were detected by 96-well plates method.The bacterial drug resistance was detected by fully automatic drug susceptibility analysis system,the expression levels of RNA of virulence factors were detected by real-time fluorescent quantitative polymerase chain reaction(RT-PCR);the models of rats with pneumonia infection were established through liquid aerosol lung delivery method,the survival status of the rats was observed,and the lev-els of cytokines in bronchoalveolar lavage fluid(BALF)were detected.RESULTS NY4593,NY4605 and PAO1 strains were successfully isolated and identified.NY4593 and NY4605 showed high-yield biofilms,while PAO1 showed low-yield biofilms.The drug resistance rates of NY4593 and NY4605 were remarkably higher than those of the PAO1.The expression levels of exoT and exoY gene RNA of the NY4593 and NY4605 strains were higher than those of the PAO1 strains(P<0.05);the expression level of exoS gene RNA of the NY4605 was lower than that of the PAO1(P<0.05).Under the same infection dose,the PAO1 showed more powerful pathogenicity,and the secretion volumes of inflammatory factors interleukin-6(IL-6),interleuki-1β(IL-1β)and interleukin-17A(IL-17A)of the PAO1 were(2858.00±150.30)pg/ml,(7821.00±761.20)pg/ml and(1079.00±225.40)pg/ml respectively,remarkably higher than those of the NY4593 and NY4605(P<0.05).CONCLUSION The clini-cal mucoid NY4593 and NY4605 remarkably differ from PAO1 in biology and pathogenicity.The study may facilitate deep understanding of the mechanisms of PA infection and provide guidance for clinical treatment,prevention and control.
2.Value of atherosclerotic index of plasma in predicting risk of coronary heart disease in patients with nonalcoholic fatty liver disease
Shumin YUAN ; Xiaofang OUYANG ; Hao QIN ; Dongsheng LI ; Ting ZHAN ; Meng LIU ; Zheng HAN ; Xia TIAN
Journal of Clinical Medicine in Practice 2025;29(11):55-60
Objective To investigate the predictive value of atherosclerotic index of plasma(AIP)for the risk of coronary heart disease(CHD)in patients with nonalcoholic fatty liver disease(NAFLD).Methods A retrospective analysis was conducted in 299 patients with NAFLD.Based on presence or absence of CHD,the patients were divided into NAFLD with CHD group(n=177)and NAFLD group(n=122).Clinical data were collected from both groups,and AIP was calculat-ed.Multivariate Logistic regression analysis was performed to explore the independent risk factors for CHD in patients with NAFLD.Receiver operating characteristic(ROC)curves were plotted to evalu-ate the predictive value of AIP for the risk of CHD in patients with NAFLD.Results The NAFLD with CHD group had a higher proportion of males,smokers,and higher levels of alanine aminotrans-ferase(ALT),aspartate aminotransferase(AST),fasting plasma glucose(FPG),triglycerides(TG),low-density lipoprotein cholesterol(LDL-C),γ-glutamyltransferase(GGT),uric acid(UA),and AIP than the NAFLD group.The NAFLD with CHD group also had lower levels of high-density lipoprotein cholesterol(HDL-C)than the NAFLD group(P<0.05).Multivariate Logistic regression analysis revealed that males(OR=2.548,95%CI,1.402 to 4.632,P=0.002),high levels of AST(OR=1.038,95%CI,1.002 to 1.077,P=0.041),high levels of LDL-C(OR=1.811,95%CI,1.242 to 2.640,P=0.002),and high AIP(OR=16.117,95%CI,1.874 to 138.609,P=0.011)were independent risk factors for CHD in patients with NAFLD(P<0.05).ROC curve analysis showed that AIP had an area under the curve of 0.746(95%CI,0.688 to 0.804)for pre-dicting CHD in patients with NAFLD,with a sensitivity of 76.3%and a specificity of 73.0%.Conclusion AIP is an independent influencing factor for CHD in patients with NAFLD and has certain predictive value for the risk of CHD in these patients.
3.Screening of pyroptosis-related genes in pulmonary plague and molecular mechanisms based on bioinformatics analysis
Hao XIE ; Lingli AI ; Duo SU ; Lu LI ; Lingfei HU ; Dongsheng ZHOU ; Bo GAO ; Huiying YANG
Military Medical Sciences 2025;49(4):281-288
Objective To explore the biological functions of pyroptosis-related genes in pneumonic plague using bioinformatics methods,and to evaluate their potential applicability as diagnostic markers.Methods The pneumonic plague-related dataset GSE220123 was retrieved from the Gene Expression Omnibus(GEO)database and screened for differentially expressed pyroptosis-related genes(DE-PRGs).The functions of DE-PRGs were studied via Gene Ontology(GO),Kyoto Encyclopedia of Genes and Genomes(KEGG)enrichment analyses,and immune infiltration analysis.The hub genes were identified via protein-protein interaction(PPI)network analysis,and further screened for key genes with sustained high expression characteristics based on differential expression analysis.The relative expression levels of the key genes were verified using the reverse transcription real-time quantitative PCR(qPCR)method.Results A total of 17 DE-PRGs were screened,and PPI network analysis revealed 7 Hub genes.Among them,Casp4 continued to be up-regulated during the course of pneumonic plague.The results of reverse transcription qPCR were consistent with the those of bioinformatic analyses.Conclusion DE-PRGs play a crucial role in the immune response of pneumonic plague,especially Casp4,which has significant applications as a diagnostic biomarker and potential therapeutic target for pneumonic plague.
4.Comparison of efficacy of different biological scaffolds for pulp regeneration therapy in immature permanent teeth:a Bayesian network meta-analysis
Kaigang WANG ; Dongsheng HAO ; Pei MA ; Shuo ZHOU ; Ruimin LI
Chinese Journal of Tissue Engineering Research 2025;29(34):7447-7460
OBJECTIVE:There are many kinds of biological scaffolds used for pulp revascularization in clinical practice,and the difference of efficacy between different scaffolds is controversial.The efficacy of nine kinds of biological scaffolds in endodontic revascularization was evaluated by Bayesian network meta-analysis.METHODS:The computer was used to search the literature in CNKI,VIP,WanFang,China Biomedical Literature Service System,PubMed,Cochrane Library,Web of Science,Embase,and Scopus databases.Randomized controlled trials of different biological scaffolds for the treatment of pulp revascularization in young permanent teeth meeting inclusion criteria were collected from each database up to April 1,2024.Two researchers sifted through the literature,data collection,sorting and extraction were completed independently,and the quality of the included literature was assessed for risk of bias.A network meta-analysis was performed using BUGSnet1.1.1 package of R4.2.0 software.RESULTS:A total of 22 studies with 926 affected teeth and 9 different interventions were included in this study.The results of network meta-analysis showed that:(1)Clinical success rate(primary goal):platelet-rich fibrin was superior to blood clot[OR=1.45,95%CI(0.32,2.69)],and the top three ranking results were:concentrated growth factor(82.77%)>platelet-rich fibrin(75.38%)>modified platelet-rich fibrin(62.39%).(2)Increased root length(secondary goal):There was no difference among the 7 biological scaffolds at 1-6 months of follow-up(P>0.05),the top 3 ranking results of rank probability were:concentrated growth factor(86.25%)>platelet-rich plasma(53.76%)>platelet-rich fibrin(51.11%).When followed up for>6 months and<12 months,concentrated growth factor was superior to blood clot[MD=9.59,95%CI(0.52,18.40)],the top 3 ranking results of rank probability were:concentrated growth factor(92.42%)>platelet-rich plasma(56.03%)>platelet-rich fibrin(55.76%).When followed up for more than 12 months,concentrated growth factor was superior to modified platelet-rich fibrin[MD=11.01,95%CI(0.02,22.72)],the top 3 ranking results of rank probability were:concentrated growth factor(86.95%)>platelet-rich fibrin(68.61%)>blood clot combined with collagen(52.5%).(3)Increased root wall thickness(secondary goal):at 1-6 months of follow-up,platelet-rich fibrin was superior to blood clot[MD=11.37,95%CI(4.74,17.71)],the top 3 ranking results of rank probability were:platelet-rich fibrin(93.66%)>concentrated growth factor(63.11%)>modified platelet-rich fibrin(50.48%).At>6 months and<12 months of follow-up,there was no difference among the 6 biological scaffolds(P>0.05),the top 3 ranking results of rank probability were:modified platelet-rich fibrin(73.63%)>platelet-rich fibrin(62.36%)>concentrated growth factor(56.25%).When followed up for more than 12 months,there was no difference among the 9 biological scaffolds(P>0.05),and the top 3 ranking results of rank probability were:blood clot combined with collagen(81.9%)>platelet-rich plasma(62.67%)>modified platelet-rich fibrin(59.49%).(4)Pulp vitality(third-level goal):there was no difference among the 6 biological scaffolds(P>0.05),and the top 3 ranking results of rank probability were:blood clot combined with collagen(84.22%)>concentrated growth factor(67.71%)>platelet-rich fibrin(48.79%).CONCLUSION:Existing evidence shows that the clinical success rate of different scaffolds is higher in pulp revascularization,among which platelet-rich fibrin is better than blood clots.In terms of comprehensive comparison of root length and root wall thickness increase,concentrated growth factor performs best in the follow-up period of 1-6 months and>6 months and<12 months,while blood clot combined with collagen performs best after follow-up of more than 12 months;concentrated growth factor performs outstandingly in all levels of goals,and may be more conducive to the continued development of the tooth root than other scaffolds,and has great potential in pulp regeneration treatment.Limited by the quality and quantity of literature,the above conclusions still need to be verified by more high-quality studies.
5.Comparison of efficacy of different biological scaffolds for pulp regeneration therapy in immature permanent teeth:a Bayesian network meta-analysis
Kaigang WANG ; Dongsheng HAO ; Pei MA ; Shuo ZHOU ; Ruimin LI
Chinese Journal of Tissue Engineering Research 2025;29(34):7447-7460
OBJECTIVE:There are many kinds of biological scaffolds used for pulp revascularization in clinical practice,and the difference of efficacy between different scaffolds is controversial.The efficacy of nine kinds of biological scaffolds in endodontic revascularization was evaluated by Bayesian network meta-analysis.METHODS:The computer was used to search the literature in CNKI,VIP,WanFang,China Biomedical Literature Service System,PubMed,Cochrane Library,Web of Science,Embase,and Scopus databases.Randomized controlled trials of different biological scaffolds for the treatment of pulp revascularization in young permanent teeth meeting inclusion criteria were collected from each database up to April 1,2024.Two researchers sifted through the literature,data collection,sorting and extraction were completed independently,and the quality of the included literature was assessed for risk of bias.A network meta-analysis was performed using BUGSnet1.1.1 package of R4.2.0 software.RESULTS:A total of 22 studies with 926 affected teeth and 9 different interventions were included in this study.The results of network meta-analysis showed that:(1)Clinical success rate(primary goal):platelet-rich fibrin was superior to blood clot[OR=1.45,95%CI(0.32,2.69)],and the top three ranking results were:concentrated growth factor(82.77%)>platelet-rich fibrin(75.38%)>modified platelet-rich fibrin(62.39%).(2)Increased root length(secondary goal):There was no difference among the 7 biological scaffolds at 1-6 months of follow-up(P>0.05),the top 3 ranking results of rank probability were:concentrated growth factor(86.25%)>platelet-rich plasma(53.76%)>platelet-rich fibrin(51.11%).When followed up for>6 months and<12 months,concentrated growth factor was superior to blood clot[MD=9.59,95%CI(0.52,18.40)],the top 3 ranking results of rank probability were:concentrated growth factor(92.42%)>platelet-rich plasma(56.03%)>platelet-rich fibrin(55.76%).When followed up for more than 12 months,concentrated growth factor was superior to modified platelet-rich fibrin[MD=11.01,95%CI(0.02,22.72)],the top 3 ranking results of rank probability were:concentrated growth factor(86.95%)>platelet-rich fibrin(68.61%)>blood clot combined with collagen(52.5%).(3)Increased root wall thickness(secondary goal):at 1-6 months of follow-up,platelet-rich fibrin was superior to blood clot[MD=11.37,95%CI(4.74,17.71)],the top 3 ranking results of rank probability were:platelet-rich fibrin(93.66%)>concentrated growth factor(63.11%)>modified platelet-rich fibrin(50.48%).At>6 months and<12 months of follow-up,there was no difference among the 6 biological scaffolds(P>0.05),the top 3 ranking results of rank probability were:modified platelet-rich fibrin(73.63%)>platelet-rich fibrin(62.36%)>concentrated growth factor(56.25%).When followed up for more than 12 months,there was no difference among the 9 biological scaffolds(P>0.05),and the top 3 ranking results of rank probability were:blood clot combined with collagen(81.9%)>platelet-rich plasma(62.67%)>modified platelet-rich fibrin(59.49%).(4)Pulp vitality(third-level goal):there was no difference among the 6 biological scaffolds(P>0.05),and the top 3 ranking results of rank probability were:blood clot combined with collagen(84.22%)>concentrated growth factor(67.71%)>platelet-rich fibrin(48.79%).CONCLUSION:Existing evidence shows that the clinical success rate of different scaffolds is higher in pulp revascularization,among which platelet-rich fibrin is better than blood clots.In terms of comprehensive comparison of root length and root wall thickness increase,concentrated growth factor performs best in the follow-up period of 1-6 months and>6 months and<12 months,while blood clot combined with collagen performs best after follow-up of more than 12 months;concentrated growth factor performs outstandingly in all levels of goals,and may be more conducive to the continued development of the tooth root than other scaffolds,and has great potential in pulp regeneration treatment.Limited by the quality and quantity of literature,the above conclusions still need to be verified by more high-quality studies.
6.Biological characteristics of two strains of clinical mucoid Pseudomonas aeruginosa isolates
Lingli AI ; Hao XIE ; Lingfei HU ; Dongsheng ZHOU ; Huiying YANG ; Zhengling SHANG
Chinese Journal of Nosocomiology 2025;35(17):2608-2612
OBJECTIVE T o compare the biological characteristics,drug resistance and pathogenicity between two strains of mucoid Pseudomonas aeruginosa and the standard strain PAO1.METHODS The strains were identified,and biofilms were detected by 96-well plates method.The bacterial drug resistance was detected by fully automatic drug susceptibility analysis system,the expression levels of RNA of virulence factors were detected by real-time fluorescent quantitative polymerase chain reaction(RT-PCR);the models of rats with pneumonia infection were established through liquid aerosol lung delivery method,the survival status of the rats was observed,and the lev-els of cytokines in bronchoalveolar lavage fluid(BALF)were detected.RESULTS NY4593,NY4605 and PAO1 strains were successfully isolated and identified.NY4593 and NY4605 showed high-yield biofilms,while PAO1 showed low-yield biofilms.The drug resistance rates of NY4593 and NY4605 were remarkably higher than those of the PAO1.The expression levels of exoT and exoY gene RNA of the NY4593 and NY4605 strains were higher than those of the PAO1 strains(P<0.05);the expression level of exoS gene RNA of the NY4605 was lower than that of the PAO1(P<0.05).Under the same infection dose,the PAO1 showed more powerful pathogenicity,and the secretion volumes of inflammatory factors interleukin-6(IL-6),interleuki-1β(IL-1β)and interleukin-17A(IL-17A)of the PAO1 were(2858.00±150.30)pg/ml,(7821.00±761.20)pg/ml and(1079.00±225.40)pg/ml respectively,remarkably higher than those of the NY4593 and NY4605(P<0.05).CONCLUSION The clini-cal mucoid NY4593 and NY4605 remarkably differ from PAO1 in biology and pathogenicity.The study may facilitate deep understanding of the mechanisms of PA infection and provide guidance for clinical treatment,prevention and control.
7.3D print-guided fenestration/branch stent treatment of abdominal aortic disease: a national multicenter retrospective study
Yuexue HAN ; Yi JIN ; Dongsheng FU ; Jianhang HU ; Jianfeng DUAN ; Lili SUN ; Mian WANG ; Hao YU ; Yiming SU ; Zhengdong HUA ; Zhidan CHEN ; Shikui GUO ; Zhaohui HUA ; Xiaoqiang LI ; Zhao LIU
Chinese Journal of General Surgery 2024;39(7):527-533
Objective:To study the application of 3D printing technology in multi-center fenestrated/branched endovascular repair (F/B-EVAR) for endovascular repair of abdominal aortic diseases.Methods:From Feb 2018 to Mar 2023, The clinical and followup data of 316 cases of abdominal aortic lesions undergoing repair with F/B-EVAR at 69 medical centers nationwide using 3D printing technology to guide physician-modified stent graft were retrospectively analyzed.Results:The mean follow-up time of the patients was 23 months (2-60 months), and 24 cases were lost to follow up, the follow-up rate was 92.4% (292/316), the mean postoperative hospitalization time was (8.2±4.9) days. A total of 944 main abdominal branch arteries were reconstructed. Intraoperative reconstruction of 11 branches failed, with a success rate of 98.8% (933/944). Within 30 days after surgery, 8 patients died (2.5%), and 6 patients died during follow-up, a total of 14 patients died (4.4%). There were 11 cases (3.5%) of spinal cord ischemia and no patient suffered from permanent paraplegia. There were 19 patients (6.0%) with postoperative renal function injury. Internal leakage was found in 26 patients, and the rate of internal leakage was 8.2%.Conclusion:3D printing technology can accurately locate the location of branch arteries, simplifing the surgical process, shortening the learning curve , and improving clinical efficacy.
8.Correlation between CGRP,Msr1 and pulmonary function,blood gas indexes in patients with acute exacerbation of chronic obstructive pulmonary disease
Hao ZHANG ; Zhenzhen HU ; Dongsheng XIE ; Yong ZHU ; Na ZHANG
International Journal of Laboratory Medicine 2024;45(10):1228-1232
Objective To investigate the correlation between the expression levels of serum calcitonin gene related peptide(CGRP),macrophage clearance receptor 1(Msr1)and pulmonary function and blood gas inde-xes in patients with acute exacerbation of chronic obstructive pulmonary disease(AECOPD).Methods A to-tal of 114 patients with chronic obstructive pulmonary disease(COPD)who visited the hospital from June 2019 to June 2021 were selected as study subjects,including 47 patients with AECOPD as AECOPD group and 67 patients with stable condition as COPD stable group.The gender,body mass index(BMI),age,smoking history,white blood cell count(WBC),pulmonary function index[ratio of forced expiratory volume in the first second to forced vital capacity(FEV1/FVC),and percentage of forced expiratory volume in the first sec-ond to predicted value(FEV1%pred)],blood gas indexes[arterial partial pressure of oxygen(PaO2),arterial partial pressure of carbon dioxide(PaCO2)]and other basic data of patients were collected,114 healthy volun-teers who were examined in the hospital at the same time were selected as the control group.The levels of ser-um CGRP and Msr1 were detected by enzyme-linked immuno sorbent assay(ELISA).The correlation be-tween the expression levels of CGRP and Msr1 in serum of patients with AECOPD and lung function and blood gas indexes was analyzed.The diagnostic value of CGRP and Msr1 expression levels in AECOPD was analyzed by receiver operating characteristic(ROC)curve.Multivariate Logistic regression was used to ana-lyze the influencing factors of AECOPD.Results The proportion of smoking history,WBC and PaCO2 levels in AECOPD group were higher than those in stable COPD group and control group,PaO2,FEV1/FVC and FEV1%pred levels were lower in stable COPD group and control group,and the differences were statistically significant(P<0.05).The levels of serum CGRP and Msr1 in the control group,stable COPD group and AE-COPD group increased in turn,the differences were statistically significant(P<0.05).Serum CGRP and Msr1 expression levels in AECOPD patients were positively correlated with smoking history,WBC and PaCO2(P<0.05),and negatively correlated with PaO2,FEV1/FVC,FEV1%pred(P<0.05).The area under the curve(AUC)of the combination of CGRP and Msr1 in the diagnosis of AECOPD was 0.927(95%CI:0.863-0.967),which was greatly higher than that of single detection of CGRP and Msr1(Z combination vs.cGRP=2.417,P=0.016;Z combination vs.Msr1=2.3 84,P=0.017).Smoking history,CGRP and Msr1 were risk factors for AECOPD in COPD patients(P<0.05),FEV1/FVC and FEV1%pred were protective factors(P<0.05).Conclusion CGRP and Msr1 are highly expressed in the serum of patients with AECOPD.Both of them are closely related to the lung function and blood gas indexes of patients,and have certain value in clinical diagno-sis of AECOPD.
9.Kinome-wide polypharmacology profiling of small molecules by multi-task graph isomorphism network approach.
Lingjie BAO ; Zhe WANG ; Zhenxing WU ; Hao LUO ; Jiahui YU ; Yu KANG ; Dongsheng CAO ; Tingjun HOU
Acta Pharmaceutica Sinica B 2023;13(1):54-67
Prediction of the interactions between small molecules and their targets play important roles in various applications of drug development, such as lead discovery, drug repurposing and elucidation of potential drug side effects. Therefore, a variety of machine learning-based models have been developed to predict these interactions. In this study, a model called auxiliary multi-task graph isomorphism network with uncertainty weighting (AMGU) was developed to predict the inhibitory activities of small molecules against 204 different kinases based on the multi-task Graph Isomorphism Network (MT-GIN) with the auxiliary learning and uncertainty weighting strategy. The calculation results illustrate that the AMGU model outperformed the descriptor-based models and state-of-the-art graph neural networks (GNN) models on the internal test set. Furthermore, it also exhibited much better performance on two external test sets, suggesting that the AMGU model has enhanced generalizability due to its great transfer learning capacity. Then, a naïve model-agnostic interpretable method for GNN called edges masking was devised to explain the underlying predictive mechanisms, and the consistency of the interpretability results for 5 typical epidermal growth factor receptor (EGFR) inhibitors with their structure‒activity relationships could be observed. Finally, a free online web server called KIP was developed to predict the kinome-wide polypharmacology effects of small molecules (http://cadd.zju.edu.cn/kip).
10.Construction of an online nomogram of risk factors for postoperative delirium in elderly patients with hip fracture
Hao DING ; Peng FANG ; Dongsheng WANG ; Ting GUO ; Jianning ZHAO ; Nirong BAO
Chinese Journal of Orthopaedic Trauma 2022;24(12):1036-1041
Objective:To investigate the risk factors for postoperative delirium in the elderly patients with hip fracture and to construct an online nomogram of the risk factors.Methods:Retrospectively analyzed were the data of 483 elderly patients with hip fracture who had been treated with artificial joint replacement from May 2020 to August 2021 at Department of Orthopaedics (Department of Joint Surgery), Jinling Hospital Affiliated to Medical College of Nanjing University. There were 166 males and 317 females, aged from 61 to 99 years (average, 82.1 years). Fracture types: 333 femoral neck fractures and 150 intertrochanteric fractures. The patients were divided into a delirium group ( n=149) and a delirium-free group ( n=334) according to whether postoperative delirium occurred after surgery. The 2 groups were compared in terms of general data like age, gender, body mass index, and concomitant diseases, as well as in terms of indexes like pre-operative albumin, preoperative hemoglobin, and postoperative C-reactive protein (CRP). Factors with P < 0.05 were included in the multi-factor logistic regression analysis to screen out the risk factors for postoperative delirium. The "rms" package of R software was used to draw the nomogram; the Bootstrap method was used to repeat the sampling 1,000 times for evaluation, calculation of the consistency index ( CI), and drawing of the ROC curve and correction curve; the decision curve was plotted using the "rmda" package. Results:There were significant differences between the delirium group and the delirium-free group in age, preoperative anxiety, Alzheimer's disease, history of cerebrovascular disease, preoperative albumin, intraoperative hypotension and postoperative CRP ( P < 0.05). The multifactorial logistic regression analysis showed that high age, preoperative anxiety, Alzheimer's disease, preoperative albumin < 35 g/L, and postoperative CRP ≥90 mg/L were the risk factors for postoperative delirium in the elderly patients with hip fracture after artificial joint replacement ( P < 0.05). The area under the ROC curve of the nomogram constructed by incorporating the risk factors for postoperative delirium was 0.894 (95% CI: 0.865 to 0.923) with a CI of 0.889; the calibration curve showed that the calibration curve of this nomogram model tended to be close to the ideal curve. The decision curve analysis showed that the threshold value was 0.01 to 1.00, showing the net benefit rate of this nomogram model > 0 when used to predict the postoperative delirium in the elderly patients with hip fracture. Conclusions:High age, preoperative anxiety, Alzheimer's disease, preoperative albumin < 35 g/L, and postoperative CRP ≥90 mg/L may be the risk factors for postoperative delirium in the elderly patients with hip fracture after artificial joint replacement. The online nomogram based on these factors demonstrates a good value in prediction of postoperative delirium.

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