1.Standards for the Application of Hemodynamic Monitoring Technology in Critical Care
Hua ZHAO ; Hongmin ZHANG ; Xin DING ; Huan CHEN ; Jun DUAN ; Wei DU ; Bo TANG ; Yuankai ZHOU ; Dongkai LI ; Xinchen WANG ; Cui WANG ; Gaosheng ZHOU ; Xiaoting WANG
Medical Journal of Peking Union Medical College Hospital 2026;17(1):73-85
With the rapid advancement of hemodynamic indices and monitoring technologies, their classification methods and application processes have become increasingly complex. Currently, no unified standard hasbeen established, making it difficult to fully meet the clinical requirements for hemodynamic management. To assist in hemodynamic monitoring assessment and therapeutic decision-making in critically ill patients, the Critical Hemodynamic Therapy Collaborative Group, in conjunction with the Critical Ultrasound Study Group, has jointly developed the Standard for the Application of Hemodynamic Monitoring Techniques in Critical Care. The first part of this standard systematically categorizes hemodynamic indicators into flow indicators, pressure and its derivative indicators, and tissue perfusion indicators, while elaborating on the clinical application of each. The second part establishes a standardized clinical implementation pathway for hemodynamic monitoring. It proposes a tiered monitoring strategy-comprising basic, advanced, indication-specific, and special scenario monitoring-tailored to different clinical settings. It emphasizes the central role of critical care ultrasound across all levels of monitoring and establishes hemodynamic assessment standards for organs such as the brain, kidneys, and gastrointestinal tract. This standard aims to provide a unified framework for clinical practice, teaching, training, and research in critical care medicine, thereby promoting standardized development within the discipline.
2.Transcriptome-based Mining of Genes Involved in Regulation of Cyclopeptide B Synthesis in Pseudostellaria heterophylla
Qingsu ZHOU ; Yishu HUANG ; Xiuwen WANG ; Jiao XU ; Xiaohong OU ; Hua HE ; Weike JIANG ; Tao ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(9):224-230
ObjectiveThe biosynthesis of heterophyllin B (HB), a cyclopeptide from Pseudostellaria heterophylla, is regulated by various abiotic stresses. Elucidating the transcriptional regulatory mechanism underlying HB biosynthesis is of great guiding significance for the directional improvement of P. heterophylla varieties and the enhancement of HB content. MethodsBased on transcriptome data from different tissues of P. heterophylla, transcription factors (TFs) specifically upregulated and highly expressed in the phloem of tuberous roots were screened through a combination of Mfuzz time-series clustering, transcription factor family prediction, and correlation analysis. Quantitative real-time polymerase chain reaction (Real-time PCR) was employed to analyze expression patterns of candidate TFs under abscisic acid (ABA) induction, and the dual-luciferase reporter assay was applied to verify their regulatory effects on HB precursor genes. ResultsContent determination showed that HB accumulated at the highest in the phloem of P. heterophylla tuberous roots (34 μg
3.Current quality status and management countermeasures of occupational health technical services in Zhejiang Province
Qiuliang XU ; Feng HAN ; Peng WANG ; Zhen ZHOU ; Fei LI ; Hongwei XIE ; Yong HU ; Weiming YUAN ; Lifang ZHOU ; Hua ZOU
Journal of Environmental and Occupational Medicine 2026;43(3):341-346
Background The quality of occupational health technical services is directly linked to the protection of workers' health rights and the efficacy of occupational disease prevention and control. However, the industry still faces critical challenges: sporadic instances of institutional non-compliance and persistent irregularities in professional practice continue to undermine overall service performance. Objective To assess the current quality status of occupational health technical services in Zhejiang Province and propose countermeasures for quality improvement, providing a scientific basis for policy optimization and service delivery quality enhancement. Methods A total of 69 occupational health technical service institutions in Zhejiang Province that obtained formal accreditation as of April 30, 2024, were sampled, including 3 public institutions and 66 private institutions (comprising 3 formerly Class-A, 28 formerly Class-B, 11 formerly Class-C, and 24 newly certified institutions). Following the Technical Protocol for Quality Monitoring of Occupational Health Technical Service in Zhejiang Province and the Technical Protocol for Proficiency Testing of Occupational Health Detection in Zhejiang Province, a quality assessment task force comprising national and provincial experts was established. Evaluation was conducted across four dimensions: qualification maintenance and compliance, standardization of technical services, authenticity of technical services, and proficiency testing, utilizing a combination of document review, on-site inspections, and technical skill assessments. Results The occupational health technical service institutions in Zhejiang Province were predominantly private entities (82.5%), with significant disparities in overall service quality. The pass rates for qualification maintenance and compliance, technical service standardization, technical service authenticity, and the excellence rate for laboratory proficiency testing were 81.5%, 80.7%, 97.3%, and 90.4%, respectively. Regarding qualification maintenance, the pass rates for "environmental conditions" (49.8%, 56.7%) and "instrumentation and equipment" (58.2%、65.6%) were significantly lower for formerly Class-C and newly certified institutions compared to other categories. In terms of technical standardization, "standardized on-site inspections" recorded the lowest pass rate (67.4%), with newly certified institutions at only 48.0%. Regarding technical service authenticity, formerly Class-C institutions exhibited issues such as missing raw chromatograms for blank samples (85.7% pass rate). In laboratory proficiency testing, public and formerly Class-A institutions achieved 100% excellence rates, but the performance of formerly Class-C and newly certified institutions was comparatively weak; specifically, the failure rate for organic analysis in formerly Class-C institutions reached 20%; the failure rate for dust testing items in newly certified institutions was 10.3%. Conclusion The overall quality of occupational health technical services in Zhejiang Province still requires significant improvement, particularly in basic institutional conditions, the standardization of on-site inspections, and laboratory proficiency in organic and dust analysis. Formerly Class-C and newly certified institutions should be the primary focus of quality management efforts. Differentiated regulatory strategies are recommended, alongside strengthening interim and ex-post supervision to gradually enhance the quality of occupational health technical services across all institutions.
4.Clinical Efficacy and Mechanisms of Qigui Didang Decoction in Treatment of Stage Ⅲ-Ⅳ Diabetic Kidney Disease with Kidney Collateral Stasis Syndrome in Real World
Yingchao WANG ; Jiaqi WANG ; Zongjiang ZHAO ; Hua ZHANG ; Jiannan ZHOU ; Jiangteng LIU ; Zhichao RUAN ; Weijun HUANG ; Jinxi ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):162-169
ObjectiveTo investigate the clinical efficacy and mechanisms of Qigui Didang decoction in the treatment of kidney collateral stasis syndrome in patients with stage Ⅲ-Ⅳ diabetic kidney disease (DKD) in a real-world setting. MethodsPatients with stage Ⅲ-Ⅳ DKD with kidney collateral stasis syndrome admitted to Beijing Aerospace General Hospital from January 2022 to December 2024 were selected for clinical study. According to treatment methods, patients were divided into the Qigui Didang decoction group (Qigui Didang decoction + conventional treatment) and the control group (conventional treatment alone). A 1∶1 propensity score matching (PSM) method was used to reduce bias caused by confounding factors. Clinical efficacy, traditional Chinese medicine (TCM) symptom scores, renal function indicators, mRNA expression related to pathway mechanisms, glycolipid metabolism indices, and adverse reactions were compared between the two groups. ResultsA total of 120 patients with stage Ⅲ-Ⅳ DKD with kidney collateral stasis syndrome were included, including 62 cases in the Qigui Didang Decoction group and 58 cases in the control group. Before matching, there were statistically significant differences between the two groups in DKD stage, baseline urinary albumin-to-creatinine ratio (UACR), 24-hour urine total protein (24 h-UTP), and estimated glomerular filtration rate (eGFR) (P<0.05). After matching, 47 cases were included in each group, and there was no statistically significant difference in baseline data between the two groups. After matching, the total clinical effective rate of the Qigui Didang decoction group was significantly higher than that of the control group (χ2=4.681, P<0.05). Compared with data before treatment, the scores of primary and secondary TCM symptoms in the Qigui Didang decoction group were significantly decreased (P<0.05). Compared with data before treatment, serum creatinine (SCr), 24 h-UTP, and UACR levels were significantly decreased, while eGFR was significantly increased in the Qigui Didang decoction group (P<0.05). Compared with data before treatment, the mRNA expression of silent information regulator 1 (Sirt1) was significantly upregulated, while the mRNA expression of nuclear factor-kappa B (NF-κB) and tumor suppressor protein p53 (p53) was significantly downregulated in the Qigui Didang decoction group (P<0.05). Compared with data before treatment, fasting plasma glucose (FPG), 2-hour postprandial plasma glucose (2 hPG), glycated hemoglobin A1c (HbA1c), total cholesterol (TC), triglycerides (TG), and low-density lipoprotein cholesterol (LDL-C) levels were decreased, while high-density lipoprotein cholesterol (HDL-C) levels were increased (P<0.05). There was no statistically significant difference in adverse reactions between the two groups. ConclusionQigui Didang decoction combined with conventional treatment can significantly improve renal function, glycolipid metabolism, and TCM syndromes in patients with stage Ⅲ-Ⅳ DKD with kidney collateral stasis syndrome, with good safety. The mechanism may be related to the regulation of the Sirt1/NF-κB/p53 signaling pathway.
5.Clinical Efficacy and Mechanisms of Qigui Didang Decoction in Treatment of Stage Ⅲ-Ⅳ Diabetic Kidney Disease with Kidney Collateral Stasis Syndrome in Real World
Yingchao WANG ; Jiaqi WANG ; Zongjiang ZHAO ; Hua ZHANG ; Jiannan ZHOU ; Jiangteng LIU ; Zhichao RUAN ; Weijun HUANG ; Jinxi ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):162-169
ObjectiveTo investigate the clinical efficacy and mechanisms of Qigui Didang decoction in the treatment of kidney collateral stasis syndrome in patients with stage Ⅲ-Ⅳ diabetic kidney disease (DKD) in a real-world setting. MethodsPatients with stage Ⅲ-Ⅳ DKD with kidney collateral stasis syndrome admitted to Beijing Aerospace General Hospital from January 2022 to December 2024 were selected for clinical study. According to treatment methods, patients were divided into the Qigui Didang decoction group (Qigui Didang decoction + conventional treatment) and the control group (conventional treatment alone). A 1∶1 propensity score matching (PSM) method was used to reduce bias caused by confounding factors. Clinical efficacy, traditional Chinese medicine (TCM) symptom scores, renal function indicators, mRNA expression related to pathway mechanisms, glycolipid metabolism indices, and adverse reactions were compared between the two groups. ResultsA total of 120 patients with stage Ⅲ-Ⅳ DKD with kidney collateral stasis syndrome were included, including 62 cases in the Qigui Didang Decoction group and 58 cases in the control group. Before matching, there were statistically significant differences between the two groups in DKD stage, baseline urinary albumin-to-creatinine ratio (UACR), 24-hour urine total protein (24 h-UTP), and estimated glomerular filtration rate (eGFR) (P<0.05). After matching, 47 cases were included in each group, and there was no statistically significant difference in baseline data between the two groups. After matching, the total clinical effective rate of the Qigui Didang decoction group was significantly higher than that of the control group (χ2=4.681, P<0.05). Compared with data before treatment, the scores of primary and secondary TCM symptoms in the Qigui Didang decoction group were significantly decreased (P<0.05). Compared with data before treatment, serum creatinine (SCr), 24 h-UTP, and UACR levels were significantly decreased, while eGFR was significantly increased in the Qigui Didang decoction group (P<0.05). Compared with data before treatment, the mRNA expression of silent information regulator 1 (Sirt1) was significantly upregulated, while the mRNA expression of nuclear factor-kappa B (NF-κB) and tumor suppressor protein p53 (p53) was significantly downregulated in the Qigui Didang decoction group (P<0.05). Compared with data before treatment, fasting plasma glucose (FPG), 2-hour postprandial plasma glucose (2 hPG), glycated hemoglobin A1c (HbA1c), total cholesterol (TC), triglycerides (TG), and low-density lipoprotein cholesterol (LDL-C) levels were decreased, while high-density lipoprotein cholesterol (HDL-C) levels were increased (P<0.05). There was no statistically significant difference in adverse reactions between the two groups. ConclusionQigui Didang decoction combined with conventional treatment can significantly improve renal function, glycolipid metabolism, and TCM syndromes in patients with stage Ⅲ-Ⅳ DKD with kidney collateral stasis syndrome, with good safety. The mechanism may be related to the regulation of the Sirt1/NF-κB/p53 signaling pathway.
6.Clinical Efficacy and Radiographic Outcomes of Manipulative Reduction Combined with Small Splint Fixation for Distal Radius Fractures:A Retrospective Multicenter Study with Propensity Score Matching
Mao WU ; Guoda DAI ; Yang SHAO ; Shaoshuo LI ; Zhen HUA ; Hengyan CUI ; Tingchen ZHU ; Dipeng LI ; Jintao LIU ; Ming ZHOU ; Peimin WANG ; Liyong ZHANG ; Jianwei WANG
Journal of Traditional Chinese Medicine 2026;67(10):1086-1092
ObjectiveTo observe the clinical efficacy and radiographic outcomes of manipulative reduction combined with small splint fixation in the treatment of distal radius fractures. MethodsThe clinical data of 1051 patients with distal radius fractures were retrospectively collected from five hospitals included in the Jiangsu Diagnosis and Treatment Data Platform for Traditional Chinese Medicine(TCM) Dominant Diseases. Propensity score matching at a 1∶4 ratio was applied, resulting in 580 cases selected for final analysis, which comprised 448 patients in the TCM group(manipulative reduction plus small splint fixation) and 132 in the surgical treatment group(open reduction and internal fixation). Each group was further stratified into type A, B, and C subgroups based on AO fracture classification. Radiographic indicators including palmar tilt, radial inclination, and radial height were compared between groups before treatment and 1 day, 1 week, and 4-6 weeks after treatment, and pain visual analog scale(VAS) scores before treatment and 1 week and 4-6 weeks after treatment were also compared. Wrist joint function was assessed 12 weeks after treatment, using the Dienst wrist function score and the Gartland and Werley(G-W) wrist function score. Additionally, the radiographic indicators at different timepoints and the 12-week wrist function levels were compared between groups across different fracture types. ResultsNo statistically significant difference was observed in radiographic indicators and VAS scores at all timepoints before and after treatment, as well as wrist joint function grades assessed by the Dienst score and the G-W score at 12 weeks after treatment (P>0.05). Compared to those before treatment, both groups showed increased palmar tilt, radial inclination, and radial height 1 week and 4-6 weeks after treatment, and decreased VAS scores (P<0.05). Compared to those 1 week after treatment, both groups showed a decrease in palmar tilt, an increase in radial inclination and radial height, and a reduction in VAS score 4-6 weeks after treatment(P<0.05). In type A and B subgroups, the surgical treatment group had a higher radial inclination than the TCM group 4-6 weeks after treatment, while in the type C subgroup, a higher radial height was shown in the surgical treatment group than in the TCM group 4-6 weeks after treatment(P<0.05). In type C subgroup, there was significant difference between groups in the wrist joint function by G-W scores 12 weeks after treatment(P<0.05). ConclusionManipulative reduction combined with small splint fixation can maintain fracture alignment and alleviate pain in treating distal radius fractures, which achieves therapeutic outcomes comparable to surgical treatment. It is particularly suitable for type A and B fractures and can be considered an effective treatment option for distal radius fractures.
7.Construction and Clinical Validation of a Deep Learning-Based Automatic Measurement Model for Palmar Tilt and Radial Inclination in Distal Radius Fractures
Guoda DAI ; Jianwei WANG ; Mao WU ; Bin KANG ; Yang SHAO ; Hengyan CUI ; Shaoshuo LI ; Tingchen ZHU ; Zhen HUA ; Zhongming SHEN ; Jintao LIU ; Ming ZHOU
Journal of Traditional Chinese Medicine 2026;67(10):1093-1100
ObjectiveTo construct an automatic measurement model for palmar tilt and radial inclination suitable for traditional Chinese medicine (TCM) clinical scenarios, and to validate its accuracy and efficiency in TCM manipulative reduction settings. MethodsData on anteroposterior (AP) and lateral X-rays of distal radius fractures were collected from patients admitted to 18 TCM/ integrated TCM and western medicine hospitals in Jiangsu province between September 1st, 2023, and September 1st, 2024, via the Jiangsu Diagnosis and Treatment Big Data Platform for TCM Dominant Diseases. A medical image segmentation framework based on multi-scale feature fusion and edge-awareness was employed, combined with anatomical knowledge specific to TCM orthopedics, to optimize the feature extraction strategy of an artificial intelligence (AI) model. This framework enabled automatic segmentation of fracture regions and measurement of distal radius palmar tilt and radial inclination. The accuracy of the AI model in measuring radial inclination and volar tilt was validated, and the measurement time and average time gain rate of the AI model were compared to those of manual measurement. ResultsA total of 15,444 AP and lateral X-ray images of distal radius fractures were collected, and were divided into a training set (11,144 images, 5066 AP and 6078 lateral), a validation set (3700 images, 1840 AP and 1860 lateral), and an independent test set (600 images, 300 AP and 300 lateral) after preprocessing. In the measurement of 300 AP X-rays in the independent test set for radial inclination, when the degree error between AI measurement and manual measurement was <3° and <5°, AI measurement accuracy was 83% and 93%, respectively. In 300 lateral X-rays in the test set for palmar tilt, when AI measurements had an error of <3° and <5° compared to manual measurements, corresponding accuracy rate was 78% and 90%, respectively. For 50 X-ray images, AI measurement time was (1.37±0.05) min for radial inclination while manual measurement time was (22.57±2.52) min (P<0.001); in terms of palmar tilt, the AI measurement time was (1.33±0.14) min, shorter than (23.70±2.80) min for manual measurement time (P<0.001). Average time gain rates for manual and AI measurements were 93.93% and 94.39% respectively. ConclusionAn automatic measurement model for palmar tilt and radial inclination in distal radius fractures has been established, enabling more accurate and efficient assessment as well as providing a tool to support the quantitative evaluation of the efficacy of TCM manipulative reduction and large-sample clinical research.
8.Surveillance of Oncomelania hupensis snails following interruption of schistosomiasis transmission in Yunnan Province
Siqi NING ; Yi DONG ; Chunhong DU ; Lifang WANG ; Yun ZHANG ; Yuhe HE ; Hua JIANG ; Jiayu SUN ; Chunqiong CHEN ; Jiaqi YAN ; Jihua ZHOU ; Zongya ZHANG ; Hongqiong WANG ; Meifen SHEN ; Jing SONG
Chinese Journal of Schistosomiasis Control 2026;38(2):200-206
Objective To investigate the distribution characteristics of Oncomelania hupensis snails in Yunnan Province fol-lowing interruption of schistosomiasis transmission, so as to provide the evidence for assessing the risk of schistosomiasis transmission and scientifically formulating the schistosomiasis surveillance program. Methods According to the requirements of the National Schistosomiasis Surveillance Scheme (2020 Edition), O. hupensis snail surveillance data were collected from 18 schistosomiasis-endemic counties (cities, districts) in Yunnan Province from 2020 to 2024, including area of snail survey, area of snail habitats, area of re-emerging snail habitats, number of frames surveyed, number of frames with O. hupensis snails, number of O. hupensis snails captured, and number of living snails, and the occurrence of frames with snails and mean density of living snails were calculated. Changes in snail status over the 5-year period from 2020 to 2024 and the differences in snail distributions specified by epidemic intensity, environmental type, and vegetation type were analyzed. Results The areas of snail survey increased from 1 727.96 hm2 in 2020 to 3 894.45 hm2 in 2024 (peak) across 18 schistosomiasis-endemic counties (cities, districts) in Yunnan Province during the period from 2020 through 2024. The areas of snail habitats increased from 70.36 hm2 in 2020 to a peak in 2023 (172.04 hm2), followed by a reduction to 132.36 hm2 in 2024, and the areas of re-emerging snail habitats increased from 42.71 hm2 in 2020 to a peak in 2022 (78.43 hm2), followed by a reduction to 40.21 hm2 in 2024. The occurrence of frames with snails and mean density of living snails increased from 1.24% (3 025/244 404) and (0.033 2 ± 0.038 7) snails/0.1 m2 in 2020 to peaks at 2.03% (6 231/307 563) and (0.066 9 ± 0.068 4) snails/0.1 m2 in 2023, followed by reductions to 1.04% (5 829/559 941) and (0.032 6 ± 0.057 7) snails/0.1 m2 in 2024, respectively. There was a significant difference in the occurrence of frames with snails over the 5-year study period (χ2 = 1 962.95, P < 0.05), and the occurrence of frames with snails reduced by 48.71% in 2024 relative to in 2023 (χ2 = 1 411.05, P < 0.005); however, there was no significant difference in the mean density of living snails over the 5 years (H = 5.310, P > 0.05). There were significant differences in the occurrence of frames with snails (χ2 = 481.27, P < 0.05) and mean density of living snails (H = 6.872, P < 0.05) in schistosomiasis-endemic areas with different epidemic intensities. The occurrence of frames with snails (χ2 = 25.32 and 38.70, both P values < 0.017) and mean density of living snails (Z = 28.55 and 49.96, both P values < 0.017) were higher in schistosomiasis transmission-interrupted and eliminated areas with snails than in schistosomiasis-eliminated areas without snails, and the occurrence of frames with snails (χ2 = 453.54, P < 0.017) and mean density of living snails (Z = −56.97, P < 0.017) were higher in schistosomiasis-eliminated areas with snails than in schistosomiasis transmission-interrupted areas with snails. O. hupensis snails were mainly distributed in paddy fields, dry farmlands and ditches; however, the occurrence of frames with snails (13.40%, 424/3 164) and mean density of living snails [(0.252 8 ± 0.158 7) snails/0.1 m2] were higher in ponds/weirs than in other types of environments (both P values < 0.05). Rice, dry farmland crops and weeds were main vegetations in which O. hupensis snails were distributed, and the occurrence of frames with snails (2.29%, 7 111/310 140) and mean density of living snails [(0.072 3 ± 0.018 9) snails/0.1 m2] were higher in weeds than in other types of environments (both P values < 0.05). Conclusions O. hupensis snails have been effectively controlled in Yunnan Province following implementation of integrated schistosomiasis control measures; however, there are still risk factors for schistosomiasis transmission, including reduced attention to schistosomiasis control and snail re-emergence. Improved control efforts and surveillance system construction and timely identification of risk factors of snail status and timely management are recommended to ensure the achievement of the target of schistosomiasis elimination as scheduled.
9.Effect of neutrophil elastase inhibitor on acute respiratory distress syndrome in children
Hua ZHANG ; Weikai WANG ; Zhangyan GUO ; Yanqiang DU ; Yong ZHOU ; Yi WANG
International Journal of Pediatrics 2025;52(1):55-60
Objective:To investigate the efficacy of neutrophil elastase inhibitor in children with acute respiratory distress syndrome(ARDS).Methods:A total of 168 children with moderate to severe ARDS who were hospitalized in the Department of Pediatric Intensive Care Unit,the Affiliated Children′s Hospital of Xi′an Jiaotong University and Children's Emergency Center of Gansu Provincial Central Hospital from January 2022 to December 2023 were selected. Eighty-seven children receiving neutrophil elastase inhibitors were treated as the treatment group and 81 children receiving conventional treatment as the control group. The dynamic changes of general data,clinical indicators and ventilator parameters at 24 h,48 h and 72 h were compared between the two groups. Mortality at 28 days was the primary endpoint. Kaplan-Meier curve and Log-Rank test were used to evaluate cumulative survival.Results:There was no significant difference in general information and clinical characteristics between the two groups.Compared with the control group,arterial partial pressure of oxygen(PaO 2)/fraction of inspired oxygen(FiO 2)in the treatment group increased significantly at 48 h[(160.28±5.90)mmHg(1 mmHg=0.133 kPa)vs(141.04±4.01)mmHg, P<0.05]and 72 h[(227.58±6.85)mmHg vs(180.86±4.08)mmHg, P<0.05],and the differences were statistically significant.The platform pressure in the treatment group were lower than that of the control group at 24 h[(28.18±3.95)cmH 2O(1cmH 2O=0.098 kPa)vs(30.15±7.75)cmH 2O, P<0.05],48 h[(25.56±4.06)cmH 2O vs(29.07±5.01)cmH 2O, P<0.05],72 h[(24.95±2.82)cmH 2O vs(27.12±6.51)cmH 2O, P<0.05],and the differences were statistically significant. IL-8 in the treatment group were lower than that of the control group at 48 h[(78.26±14.05)ng/L vs(86.02±15.01)ng/L, P<0.05]and 72 h[(58.38±15.56)ng/L vs(68.68±18.05)ng/L, P<0.05],and the differences were statistically significant.The survival curve showed that the cumulative survival rate of the treatment group was higher than that of the control group,the difference between the two groups was statistically significant( χ2=4.549, P=0.033). Conclusion:Neutrophil elastase inhibitors can reduce the lung injury of ARDS patients by inhibiting the inflammatory response induced by neutrophils,and ultimately improve the prognosis of the disease.
10.Development and validation of nomogram and neural network prediction models for stroke-associated pneumonia in patients with acute stroke
Fengchen GAO ; Haimei SUN ; Fuqiang ZHOU ; Weixiang LI ; Siting HUA ; Xuejun LONG ; Ruifei WANG
International Journal of Cerebrovascular Diseases 2025;33(3):173-179
Objectives:To investigate the predictive factors of stroke associated-pneumonia (SAP) in patients with acute stroke, develop nomogram and neural network prediction models and verify their predictive performance.Methods:Patients with acute stroke admitted to the First Affiliated Hospital of Kunming Medical University and Zhenxiong County People's Hospital were included retrospectively. Multivariate logistic regression analysis was used to determine the independent predictive factors of SAP, and develop nomogram and neural network prediction models. Receiver operating characteristic curve (ROC) curves were used to validate and compare the predictive performances. Results:A total of 450 patients with acute stroke were enrolled, including 286 males (63.6%), aged 64.28±13.24 years; 344 patientss (76.4%) had ischemic stroke and 106 (23.6%) had hemorrhagic stroke; 128 patients (28.4%) experienced SAP. According to the random number method, they were divided into a modeling cohort ( n=300) and a validation cohort ( n=150). Multivariate logistic regression analysis in the modeling cohort showed that a higher baseline National Institutes of Health Stroke Scale (NIHSS) score, gastric tube placement, use of proton pump inhibitors, heart failure, and higher neutrophil/lymphocyte ratio (NLR) were the independent predictive factors of SAP. ROC curve analysis showed that the area under the ROC curve of the nomogram model for predicting SAP in the modeling cohort and validation cohort was 0.841 (95% confidence interval [ CI] 0.795-0.880) and 0.863 (95% CI 0.798-0.914), respectively. The sensitivity for predicting SAP were 75.00% and 70.45%, respectively, and the specificity was 81.94% and 92.45%, respectively. The area under the ROC curve of the neural network model for predicting SAP in the modeling cohort and validation cohort was 0.847 (95% CI 0.802-0.866) and 0.862 (95% CI 0.796-0.913), respectively. The sensitivity for predicting SAP were 76.19% and 72.73%, and the specificity was 79.17% and 89.62%, respectively. Conclusions:Higher NIHSS score, gastric tube placement, use of proton pump inhibitors, heart failure, and higher NLR are the independent risk factors for SAP in patients with acute stroke. The nomogram and neural network prediction model developed using the above risk factors have higher predictive value for SAP.

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