1.Effect and mechanism by which Pterocarya hupehensis skan total flavonoids regulates the proliferation,migration and apoptosis of fibroblast-like synoviocytes
Zhuoma BAO ; Ziming HOU ; Lu JIANG ; Weiyi LI ; Zongxing ZHANG ; Daozhong LIU ; Lin YUAN
Chinese Journal of Tissue Engineering Research 2026;30(4):816-823
BACKGROUND:Studies have confirmed that Pterocarya hupehensis skan total flavonoids(PHSTF)can improve the level of collagen-induced arthritis in rats,but there is still a lack of research on the regulation of Wnt/β-catenin signaling pathway in fibroblast-like synoviocytes and its effect on related cell functions.OBJECTIVE:To investigate the effect and mechanism of PHSTF on lipopolysaccharide-induced proliferation,migration and apoptosis of fibroblast-like synoviocytes based on the Wnt/β-catenin signaling pathwayMETHODS:Fibroblast-like synoviocytes were divided into control group,lipopolysaccharide group,lipopolysaccharide+low-,medium-,and high-dose PHSTF groups(10,20,and 40 μg/mL),lipopolysaccharide+Wnt pathway inhibitor DKK1 group,and lipopolysaccharide+Wnt pathway inhibitor DKK1+high-dose PHSTF group(40 μg/mL).The cell counting kit-8 method was used to detect the effect of PHSTF on the viability of fibroblast-like synoviocytes,and the final drug concentration and time were screened.Flow cytometry was used to detect the apoptosis of fibroblast-like synoviocytes.Cell scratch assay,EDU staining and cell cloning assay were used to detect the migration and proliferation of fibroblast-like synoviocytes.Western blot assay was used to detect the protein expression levels of Wnt3a,β-catenin,tumorigenic genes,matrix metalloproteinase 2,matrix metalloproteinase 9,Bax and Bcl-2 in fibroblast-like synoviocytes.RESULTS AND CONCLUSION:(1)Compared with the control group,the cell viability decreased significantly when the concentration of PHSTF was>40 μg/mL(P<0.01).Therefore,the drug concentration of≤40 μg/mL was selected for subsequent experiments.(2)Compared with the lipopolysaccharide group,the wound healing rate,cell clone formation rate and the number of EDU-positive cells in the low-,medium-and high-dose PHSTF groups were significantly reduced,while the apoptosis rate was significantly increased(P<0.05-0.01).(3)Western blot results showed that compared with the lipopolysaccharide group,low-,medium-and high-dose PHSTF significantly inhibited cellular Wnt3a,β-catenin,cellular tumorigenic genes,matrix metalloproteinase 2,matrix metalloproteinase 9,and Bcl-2 protein expression,and promoted the expression of Bax protein(P<0.01).(4)Compared with the DKK1 group,the combination of DKK1 and high-dose PHSTF significantly inhibited the protein expression of Wnt3a,β-catenin,matrix metalloproteinase 2,matrix metalloproteinase 9 and Bcl-2 protein expression and promoted the protein expression of Bax(P<0.01).To conclude,PHSTF may inhibit the proliferation and migration of fibroblast-like synoviocytes and promote apoptosis by inhibiting the Wnt/β-catenin signaling pathway.
2.Effect and mechanism by which Pterocarya hupehensis skan total flavonoids regulates the proliferation,migration and apoptosis of fibroblast-like synoviocytes
Zhuoma BAO ; Ziming HOU ; Lu JIANG ; Weiyi LI ; Zongxing ZHANG ; Daozhong LIU ; Lin YUAN
Chinese Journal of Tissue Engineering Research 2026;30(4):816-823
BACKGROUND:Studies have confirmed that Pterocarya hupehensis skan total flavonoids(PHSTF)can improve the level of collagen-induced arthritis in rats,but there is still a lack of research on the regulation of Wnt/β-catenin signaling pathway in fibroblast-like synoviocytes and its effect on related cell functions.OBJECTIVE:To investigate the effect and mechanism of PHSTF on lipopolysaccharide-induced proliferation,migration and apoptosis of fibroblast-like synoviocytes based on the Wnt/β-catenin signaling pathwayMETHODS:Fibroblast-like synoviocytes were divided into control group,lipopolysaccharide group,lipopolysaccharide+low-,medium-,and high-dose PHSTF groups(10,20,and 40 μg/mL),lipopolysaccharide+Wnt pathway inhibitor DKK1 group,and lipopolysaccharide+Wnt pathway inhibitor DKK1+high-dose PHSTF group(40 μg/mL).The cell counting kit-8 method was used to detect the effect of PHSTF on the viability of fibroblast-like synoviocytes,and the final drug concentration and time were screened.Flow cytometry was used to detect the apoptosis of fibroblast-like synoviocytes.Cell scratch assay,EDU staining and cell cloning assay were used to detect the migration and proliferation of fibroblast-like synoviocytes.Western blot assay was used to detect the protein expression levels of Wnt3a,β-catenin,tumorigenic genes,matrix metalloproteinase 2,matrix metalloproteinase 9,Bax and Bcl-2 in fibroblast-like synoviocytes.RESULTS AND CONCLUSION:(1)Compared with the control group,the cell viability decreased significantly when the concentration of PHSTF was>40 μg/mL(P<0.01).Therefore,the drug concentration of≤40 μg/mL was selected for subsequent experiments.(2)Compared with the lipopolysaccharide group,the wound healing rate,cell clone formation rate and the number of EDU-positive cells in the low-,medium-and high-dose PHSTF groups were significantly reduced,while the apoptosis rate was significantly increased(P<0.05-0.01).(3)Western blot results showed that compared with the lipopolysaccharide group,low-,medium-and high-dose PHSTF significantly inhibited cellular Wnt3a,β-catenin,cellular tumorigenic genes,matrix metalloproteinase 2,matrix metalloproteinase 9,and Bcl-2 protein expression,and promoted the expression of Bax protein(P<0.01).(4)Compared with the DKK1 group,the combination of DKK1 and high-dose PHSTF significantly inhibited the protein expression of Wnt3a,β-catenin,matrix metalloproteinase 2,matrix metalloproteinase 9 and Bcl-2 protein expression and promoted the protein expression of Bax(P<0.01).To conclude,PHSTF may inhibit the proliferation and migration of fibroblast-like synoviocytes and promote apoptosis by inhibiting the Wnt/β-catenin signaling pathway.
3.Performance Evaluation and Resource Utilization Optimization of Multidisciplinary Team Model for Lung Cancer: A Real-World Study
Meng WANG ; Xiaoli ZHANG ; Jue LIU ; Jingyi TANG ; Ziming LI
Medical Journal of Peking Union Medical College Hospital 2026;17(3):637-645
To compare the performance differences between the multidisciplinary team (MDT) model and the conventional diagnostic and treatment model for lung cancer, and to explore a high-quality development pathway for optimizing lung cancer diagnostic and treatment resources. A retrospective analysis was conducted on electronic medical record data of lung cancer patients at Shanghai Chest Hospital from March 2025 to December 2025. Patients were divided into an MDT group and a conventional care group based on whether they were admitted to the integrated oncology ward. Statistical analyses were performed using the Mann-Whitney A total of 4, 758 patients with primary lung cancer were included, comprising 365 (7.7%) in the MDT group and 4, 393 (92.3%) in the conventional care group. After adjusting for confounding factors, the MDT model significantly reduced hospitalization frequency during the observation period by 48.8% ( The MDT model for lung cancer significantly reduces hospitalization frequency; however, its effect on cost per hospitalization is population-selective, with increased costs in early-stage (stage Ⅰ) patients and decreased costs in late-stage (stages Ⅱ and Ⅳ) patients. The implementation of the MDT model should adopt precise patient stratification management, prioritizing the optimal patient population to achieve the optimal allocation of medical resources.
4.Distribution of respiratory pathogens in patients with pneumonia in Yinzhou,Ning-bo,2015-2024
Ziming YANG ; Shuya LI ; Xiaotong LI ; Peng SHEN ; Yexiang SUN ; Hongbo LIN ; Zhiqin JIANG ; Siyan ZHAN ; Zhike LIU
Journal of Peking University(Health Sciences) 2025;57(3):496-506
Objective:To describe the epidemiological characteristics of 22 common respiratory patho-gens in patients with pneumonia in Yinzhou,Ningbo,from January 1,2015 to December 21,2024.Methods:The test data of 22 common respiratory pathogens in patients diagnosed with pneumonia or lung infection in the Yinzhou Regional Health Information Platform from January 1,2015 to December 21,2024 were collected.The positive cases,positive rates,and positive proportions were calculated.The epidemiological characteristics were described by the year,sex,age group,season,and coronavirus disease 2019(COVID-19)pandemic period.Results:A total of 77 531 pneumonia patients were included,with 492 696 respiratory pathogen tests performed.The number of respiratory pathogen tests and positive cases of pneumonia patients in Yinzhou showed an upward trend.In the study,34.63%of the pneumo-nia patients tested positive for at least one pathogen,and the pathogen non-detection rate decreased from 79.44%in 2015 to 58.38%in 2024.The overall pathogen positive rate was 9.12%,which decreased during the COVID-19 pandemic and had not returned to the historical level after the COVID-19 pande-mic.The positive rate was highest in children aged 6-17 years(13.99%),and lowest in the elderly over 60 years(4.16%).The top 3 highest number of positive cases was Mycoplasma pneumoniae,influenza A virus,and influenza B virus;the top 3 highest positive rates of pathogen tests were Mycoplasma pneu-moniae(25.26%),rhinovirus(12.02%),and Bordetella pertussis(11.66%).The pathogen spectrum proportion in men was similar to that in women,only showing a higher ratio of Mycobacterium tuberculosis and a slightly lower ratio of Mycoplasma pneumoniae(P<0.001).Mycoplasma pneumoniae,respiratory syncytial virus,and rhinovirus infections were more common in children,while influenza virus,Mycobac-terium tuberculosis,and Streptococcus pyogenes infections were more common in adults and the elderly(P<0.001).Influenza virus and human metapneumovirus infections were more common in winter,rhi-novirus and Bordetella pertussis infections were more common in spring,and Mycoplasma pneumoniae in-fections were relatively more common in fall(P<0.001).After the COVID-19 pandemic,the propor-tions of rhinovirus,respiratory syncytial virus,and human metapneumovirus infections in the pneumonia patients increased signi-ficantly,reaching 7.53%,4.26%,and 2.25%,respectively,while the propor-tions of influenza B virus and Mycobacterium tuberculosis infections decreased to 4.14%and 2.80%,re-spectively(P<0.001).Conclusion:In the past decade,the scale of respiratory pathogen infection in the pneumonia population in Yinzhou had expanded significantly,and there were differences in distribu-tion by the year,gender,age group,and season.The respiratory pathogen spectrum in pneumonia pa-tients after the COVID-19 pandemic had a trend of diversification.
5.Analysis of prognostic influencing factors of isocitrate dehydrogenase wild-type glioma
Ziming HOU ; Zhe HOU ; Dongyuan LIU ; Yinyan WANG ; Hongbing ZHANG ; Hao WANG
Chinese Journal of Postgraduates of Medicine 2025;48(11):1029-1034
Objective:To analyze the prognostic influencing factors in patients with isocitrate dehydrogenase (IDH) wild-type glioma, and further evaluate the value of surgical resection in prognosis.Methods:The clinical data and molecular pathological information of 647 patients with IDH wild-type glioma were retrieved from the Chinese Glioma Genome Atlas (CGGA) database (from 2006 to 2019). The clinical characteristics were recorded, including gender, age, initial symptoms, preoperative Karnofsky performance status (KPS) score, tumor location, tumor laterality, extent of resection, O6-methylguanine-DNA methyltransferase (MGMT) promoter methylation status and postoperative treatment. Kaplan-Meier survival curve was plotted to calculate overall survival (OS) and progression-free survival (PFS), and comparisons were performed using the log-rank test. Multivariate Cox regression analysis was used to identify the independent influencing factors of prognosis in patients with IDH wild-type glioma.Results:Among the 647 patients with IDH wild-type glioma, there were 120 cases of WHO grade Ⅱ, 115 cases of grade Ⅲ, and 412 cases of grade Ⅳ; the median OS was 20.3 months. There were statistical differences in age, initial symptoms, tumor location, preoperative KPS score, extent of resection, MGMT promoter methylation status and postoperative treatment among patients with different WHO grades (P<0.01), but there were no statistical difference in gender and tumor laterality (P>0.05). The median OS and PFS in patients with WHO grade Ⅱ were significantly longer than those in patients with WHO grade Ⅲ and WHO grade Ⅳ (169.9 months vs. 24.7 and 14.4 months, 138.8 months vs. 17.7 and 11.4 months), the indexes in patients with WHO grade Ⅲ were significantly longer than patients with WHO grade Ⅳ, and there were statistical differences (P<0.05). The median OS and PFS in patients with total resection were significantly longer than those in patients with subtotal resection and partial resection (37.2 months vs. 20.3 and 8.5 months, 29.5 months vs. 17.6 and 6.0 months), the indexes in patients with subtotal resection were significantly longer than patients with partial resection, and there were statistical differences (P<0.05). Among 153 patients with MGMT promoter methylation who received postoperative chemoradiotherapy, the median OS and PFS in patients with total resection (67 cases) were significantly longer than those in patients with subtotal resection (64 cases) and partial resection (22 cases): 28.8 months vs. 18.4 and 9.0 months, 25.6 months vs. 16.6 and 6.5 months), the indexes in patients with subtotal resection were significantly longer than patients with partial resection, and there were statistical differences (P<0.05). Among 202 patients with MGMT promoter non-methylation who received postoperative chemoradiotherapy, the median OS and PFS in patients with total resection (81 cases) were significantly longer than those in subtotal resection (81 cases) and partial resection (40 cases): 31.3 months vs. 21.9 and 14.0 months, 22.7 months vs. 16.8 and 9.7 months, and there were statistical differences (P<0.05), but there were no statistical difference in the indexes between patients with subtotal and patients with partial resection (P>0.05). Multivariate Cox regression analysis result showed that age, extent of resection, WHO grade (grade Ⅲ/grade Ⅳ) and postoperative treatment were independent OS and PFS influencing factors in patients with IDH wild-type glioma (OS: HR = 1.327, 3.295, 3.406/7.964 and 1.597; 95% CI 1.079 to 1.633, 2.627 to 4.132, 2.225 to 5.216/5.339 to 11.880 and 1.288 to 1.981; P<0.01. PFS: HR = 1.282, 2.655, 3.143/6.511 and 1.477; 95% CI 1.039 to 1.583, 2.123 to 3.322, 2.049 to 4.819/4.376 to 9.690 and 1.181 to 1.849; P<0.05 or <0.01).Conclusions:The age, extent of resection, WHO grade and postoperative treatment are independent prognosis influencing factors in patients with IDH wild-type glioma. Treatment strategies should fully consider the clinical and molecular pathological characteristics to achieve maximal safe tumor resection and optimal survival benefit.
6.Application value and prospect of artificial intelligence in the diagnosis of gallbladder cancer
Ziming YIN ; Lijia PAN ; Shilei LIU ; Rongqin WANG ; Hao LI ; Zimeng LI ; Yijun SHU ; Wei GONG
Chinese Journal of Digestive Surgery 2025;24(7):862-867
Gallbladder cancer is a highly aggressive malignancy of the biliary system, often diagnosed at the advanced stage due to its insidious early symptoms, leading to poor overall progno-sis. In recent years, the rapid advancement of artificial intelligence (AI) technologies and their inte-gration into medicine have opened new avenues for the early diagnosis and precision treatment of gallbladder cancer. Currently, AI incorporating deep learning algorithm has significantly improved diagnostic sensitivity and specificity in ultrasound, computed tomography, and pathological analysis. However, clinical translation of AI models remains limited by challenges such as insufficient annota-ted data and limited model interpretability. Future research should focus on establishing multi-center data-sharing mechanisms, developing interpretability tools, and optimizing multimodal data integration strategies, thereby promoting the transformation of AI technologies from an auxiliary diagnostic tool to a core component of clinical decision-making.
7.Application of Deep Learning-Based Image Reconstruction Technology in 5.0T MRI for Nasopharyngeal Carcinoma
Penghui ZHOU ; Haibin LIU ; Hai LIN ; Ziming YU ; Guixiao XU ; Haoqiang HE ; Chuanmiao XIE
Chinese Journal of Medical Imaging 2025;33(7):694-699
Purpose To explore the feasibility and clinical value of deep learning-based image reconstruction technology in 5.0T MRI for nasopharyngeal carcinoma.Materials and Methods A prospective study was conducted on 50 newly diagnosed nasopharyngeal carcinoma patients from August to December 2024 at Sun Yat-sen University Cancer Center.5.0T MRI was performed to scan the nasopharynx region.Routine scanning protocols included transverse T2WI,transverse T1WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI sequences.Based on these standard scanning protocols,DeepRecon deep learning reconstruction technology with different levels(grade 1-5)was applied,generating a total of 24 sets of images.Qualitative evaluation employed a Likert scale(5-point system)for subjective scoring on lesion detection,lesion edge clarity,artifacts and overall image quality.Quantitative evaluation was performed using the signal-to-noise ratio and contrast-to-noise ratio to objectively assess the quality of the 24 image sets.Differences in qualitative and quantitative indicators between different groups were compared,while the Kappa coefficient was used to analyze the consistency of subjective evaluations by two radiologists.Results In the qualitative assessment of 24 image sets from four MRI sequences(with and without DeepRecon reconstruction),DeepRecon images(grade 2-4)significantly outperformed traditional images in all features except for artifact reduction(Z=-12.11--6.23,all P<0.001).Images reconstructed at DeepRecon grade 3 had the highest overall score and the best image quality.Furthermore,compared with traditional images,DeepRecon images(grade 2-5)demonstrated significantly improved signal-to-noise ratio for both lesions and the lateral pterygoid muscle(t=-15.67--3.44,Z=-6.09--4.63,all P<0.01).In addition,in the transverse T2WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI images with DeepRecon reconstruction(grade 2-5),the contrast-to-noise ratio(lesion/lateral pterygoid muscle)also showed significant improvement compared to traditional images(t=-12.71--3.19,Z=-6.08--4.47,all P<0.001).The inter-observer agreement for the overall subjective quality score between the two radiologists was good(Kappa=0.75-0.82,all P<0.01).Conclusion DeepRecon deep learning reconstruction technology significantly increases the signal-to-noise ratio and resolution of traditional magnetic resonance images of nasopharyngeal cancer,improving image clarity and bringing more possibilities for the advancement of imaging diagnosis.
8.Application effect of high flow humidified oxygen therapy combined with tracheotomy in elderly patients with cerebral hemorrhage and analysis of risk factors for pulmonary infection
Ziming HOU ; Dongyuan LIU ; Jun YANG ; Zhe HOU ; Hao WANG ; Hongbing ZHANG
Journal of Clinical Surgery 2025;33(7):697-702
Objective To investigate the application effect of high flow humidified oxygen therapy combined with tracheotomy in elderly patients with cerebral hemorrhage and analyze the risk factors of pulmonary infection.Methods A total of 140 elderly patients with cerebral hemorrhage who underwent tracheotomy in our hospital from 2019 to 2023 were selected as the study objects,of which 93 patients receiving high-flow humidified oxygen therapy were selected as the observation group,and 47 patients receiving conventional low-flow oxygen therapy were selected as the control group during the same period.The changes of PaO2,SpO2,heart rate and mean arterial pressure were compared,and patients in the observation group were divided into infected group(n=26)and non-infected group(n=67)according to whether pulmonary infection occurred during hospitalization.The risk factors affecting pulmonary infection during hospitalization in elderly patients with cerebral hemorrhage were analyzed,and a nematographic prediction model was built to predict the risk of pulmonary infection.Results The PaO2 and SpO2 levels in observation group were higher than those in control group at 24 h and 72 h,but the respiratory rate was lower than that in control group(P<0.05).The improvement of sputum viscosity in the observation group(68 cases of grade Ⅰ sputum and 25 cases of grade Ⅱ sputum)was better than that in the control group(16 cases of grade Ⅰ sputum,17 cases of grade Ⅱ sputum and 14 cases of gradeⅢ sputum).The rate of phlegm scab formation(0)and the number of sputum aspiration(5.15±1.08)times were lower than those in the control group[14.87%,(8.17±1.82)times](P<0.05).There were significant differences in tracheotomy time,smoking history,bed rest time,mechanical ventilation time and nasal feeding tube retention time between infected and non-infected groups(P<0.05).Logistic regression analysis showed that tracheotomy time>5 d,smoking history,bed time>10 d,mechanical ventilation time ≥24 h,nasal feeding tube retention time≥10 d were the risk factors for pulmonary infection in elderly patients with cerebral hemorrhage during treatment(P<0.05).The AUC,sensitivity and specificity were 0.696,0.565 and 0.889 in elderly patients with cerebral hemorrhage complicated by pulmonary infection during treatment.Conclusion High-flow humidification oxygen therapy combined with tracheotomy can improve the oxygenation status in elderly patients with cerebral hemorrhage,but the time of tracheotomy,smoking history,bed rest time,mechanical ventilation time,and nasal feeding tube retention time will affect the pulmonary infection during treatment.The construction of a nomogram model based on these risk factors has higher predictive efficacy in evaluating the pulmonary infection.
9.Application of Deep Learning-Based Image Reconstruction Technology in 5.0T MRI for Nasopharyngeal Carcinoma
Penghui ZHOU ; Haibin LIU ; Hai LIN ; Ziming YU ; Guixiao XU ; Haoqiang HE ; Chuanmiao XIE
Chinese Journal of Medical Imaging 2025;33(7):694-699
Purpose To explore the feasibility and clinical value of deep learning-based image reconstruction technology in 5.0T MRI for nasopharyngeal carcinoma.Materials and Methods A prospective study was conducted on 50 newly diagnosed nasopharyngeal carcinoma patients from August to December 2024 at Sun Yat-sen University Cancer Center.5.0T MRI was performed to scan the nasopharynx region.Routine scanning protocols included transverse T2WI,transverse T1WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI sequences.Based on these standard scanning protocols,DeepRecon deep learning reconstruction technology with different levels(grade 1-5)was applied,generating a total of 24 sets of images.Qualitative evaluation employed a Likert scale(5-point system)for subjective scoring on lesion detection,lesion edge clarity,artifacts and overall image quality.Quantitative evaluation was performed using the signal-to-noise ratio and contrast-to-noise ratio to objectively assess the quality of the 24 image sets.Differences in qualitative and quantitative indicators between different groups were compared,while the Kappa coefficient was used to analyze the consistency of subjective evaluations by two radiologists.Results In the qualitative assessment of 24 image sets from four MRI sequences(with and without DeepRecon reconstruction),DeepRecon images(grade 2-4)significantly outperformed traditional images in all features except for artifact reduction(Z=-12.11--6.23,all P<0.001).Images reconstructed at DeepRecon grade 3 had the highest overall score and the best image quality.Furthermore,compared with traditional images,DeepRecon images(grade 2-5)demonstrated significantly improved signal-to-noise ratio for both lesions and the lateral pterygoid muscle(t=-15.67--3.44,Z=-6.09--4.63,all P<0.01).In addition,in the transverse T2WI,transverse contrast-enhanced T1WI and coronal fat-suppressed contrast-enhanced T1WI images with DeepRecon reconstruction(grade 2-5),the contrast-to-noise ratio(lesion/lateral pterygoid muscle)also showed significant improvement compared to traditional images(t=-12.71--3.19,Z=-6.08--4.47,all P<0.001).The inter-observer agreement for the overall subjective quality score between the two radiologists was good(Kappa=0.75-0.82,all P<0.01).Conclusion DeepRecon deep learning reconstruction technology significantly increases the signal-to-noise ratio and resolution of traditional magnetic resonance images of nasopharyngeal cancer,improving image clarity and bringing more possibilities for the advancement of imaging diagnosis.
10.Application effect of high flow humidified oxygen therapy combined with tracheotomy in elderly patients with cerebral hemorrhage and analysis of risk factors for pulmonary infection
Ziming HOU ; Dongyuan LIU ; Jun YANG ; Zhe HOU ; Hao WANG ; Hongbing ZHANG
Journal of Clinical Surgery 2025;33(7):697-702
Objective To investigate the application effect of high flow humidified oxygen therapy combined with tracheotomy in elderly patients with cerebral hemorrhage and analyze the risk factors of pulmonary infection.Methods A total of 140 elderly patients with cerebral hemorrhage who underwent tracheotomy in our hospital from 2019 to 2023 were selected as the study objects,of which 93 patients receiving high-flow humidified oxygen therapy were selected as the observation group,and 47 patients receiving conventional low-flow oxygen therapy were selected as the control group during the same period.The changes of PaO2,SpO2,heart rate and mean arterial pressure were compared,and patients in the observation group were divided into infected group(n=26)and non-infected group(n=67)according to whether pulmonary infection occurred during hospitalization.The risk factors affecting pulmonary infection during hospitalization in elderly patients with cerebral hemorrhage were analyzed,and a nematographic prediction model was built to predict the risk of pulmonary infection.Results The PaO2 and SpO2 levels in observation group were higher than those in control group at 24 h and 72 h,but the respiratory rate was lower than that in control group(P<0.05).The improvement of sputum viscosity in the observation group(68 cases of grade Ⅰ sputum and 25 cases of grade Ⅱ sputum)was better than that in the control group(16 cases of grade Ⅰ sputum,17 cases of grade Ⅱ sputum and 14 cases of gradeⅢ sputum).The rate of phlegm scab formation(0)and the number of sputum aspiration(5.15±1.08)times were lower than those in the control group[14.87%,(8.17±1.82)times](P<0.05).There were significant differences in tracheotomy time,smoking history,bed rest time,mechanical ventilation time and nasal feeding tube retention time between infected and non-infected groups(P<0.05).Logistic regression analysis showed that tracheotomy time>5 d,smoking history,bed time>10 d,mechanical ventilation time ≥24 h,nasal feeding tube retention time≥10 d were the risk factors for pulmonary infection in elderly patients with cerebral hemorrhage during treatment(P<0.05).The AUC,sensitivity and specificity were 0.696,0.565 and 0.889 in elderly patients with cerebral hemorrhage complicated by pulmonary infection during treatment.Conclusion High-flow humidification oxygen therapy combined with tracheotomy can improve the oxygenation status in elderly patients with cerebral hemorrhage,but the time of tracheotomy,smoking history,bed rest time,mechanical ventilation time,and nasal feeding tube retention time will affect the pulmonary infection during treatment.The construction of a nomogram model based on these risk factors has higher predictive efficacy in evaluating the pulmonary infection.

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