1.Application of shape memory alloys in assistive devices and rehabilitation equipment
Xin TAN ; Hongyue ZHANG ; Yuchan ZHAO ; Chun QIN ; Shuogui XU
Chinese Journal of Tissue Engineering Research 2025;29(10):2113-2123
BACKGROUND:With the continuous progress of science and technology,the introduction of new technologies and methods will bring more possibilities and new breakthroughs for the application of shape memory alloys in the fields of assistive and rehabilitation. OBJECTIVE:To review the application status of shape memory alloys in assistive and rehabilitation equipment,discuss their main methods,techniques and results,summarize and put forward suggestions,hoping that shape memory alloys can be continuously optimized and bring more new changes for the development of assistive and rehabilitation equipment. METHODS:WanFang,PubMed,and Web of Science databases were searched by computer."Shape memory alloys,application progress,orthodontics,orthopedic,prosthesis,rehabilitation,properties,implantation,mechanical properties,nickel-titanium memory alloys,actuation"were used as Chinese search terms."Shape memory alloys,application,orthodontics,orthopedic,prosthetics,rehabilitation,properties,implant,drive,progress,prostheses"were used as English search terms.Finally,91 articles were included for review. RESULTS AND CONCLUSION:(1)Shape memory alloy has the characteristics of corrosion resistance,wear resistance,biocompatibility,fatigue resistance,kink resistance and other properties.Compared with other traditional materials(stainless steel,titanium alloy,cobalt-chromium alloy,etc.),shape memory alloy has lower elastic modulus and no biological toxicity,which is suitable for long-term implantation as an implant prosthesis.Due to its shape memory effect and excellent mechanical properties,it is mainly used as a driving element or as a bridge connecting the device and the human body in artificial limbs,orthoses and rehabilitation equipment.(2)The use of shape memory alloy drive elements can reduce the weight of the device,eliminate noise,easy to operate,easy to carry,better assist joint movement;compared with the use of pneumatic,hydraulic,and electrical drive methods of the device,it has obvious advantages.(3)In addition,shape memory alloy can produce permanent and stable stress during deformation.Compared with stainless steel,titanium alloy and aluminum alloy,shape memory alloy has a higher material recovery rate and does not need to be replaced and adjusted frequently,so it is more practical in the correction of deformity.(4)At present,shape memory alloy is most commonly used in orthosis,and the best clinical application effect is in stapes prosthesis.However,due to the limitations of technology and cost,shape memory alloys are rarely used in artificial limbs and rehabilitation equipment,and there is a lack of large sample size studies on the application effect.(5)Although shape memory alloys have been developed in the field of auxiliary and rehabilitation,there are still many problems:it is difficult to accurately control the shape memory alloys;the cooling speed of shape memory alloy is slow;the deformation speed of shape memory alloy cannot be controlled;there is a lack of comparative research and expert consensus on shape memory alloys with different properties;shape memory alloys are costly and expensive.(6)In the future,attention should be paid to the development of new shape memory alloys,increase comparative research,and use new technologies and methods(such as 4D printing)to solve the existing problems,so as to develop high-performance assistive devices and rehabilitation equipment.
2.Plasma club cell secretory protein reflects early lung injury: comprehensive epidemiological evidence.
Jiajun WEI ; Jinyu WU ; Hongyue KONG ; Liuquan JIANG ; Yong WANG ; Ying GUO ; Quan FENG ; Jisheng NIE ; Yiwei SHI ; Xinri ZHANG ; Xiaomei KONG ; Xiao YU ; Gaisheng LIU ; Fan YANG ; Jun DONG ; Jin YANG
Environmental Health and Preventive Medicine 2025;30():26-26
BACKGROUND:
It is inaccurate to reflect the level of dust exposure through working years. Furthermore, identifying a predictive indicator for lung function decline is significant for coal miners. The study aimed to explored whether club cell secretory protein (CC16) levels can reflect early lung function changes.
METHODS:
The cumulative respiratory dust exposure (CDE) levels of 1,461 coal miners were retrospectively assessed by constructed a job-exposure matrix to replace working years. Important factors affecting lung function and CC16 were selected by establishing random forest models. Subsequently, the potential of CC16 to reflect lung injury was explored from multiple perspectives. First, restricted cubic spline (RCS) models were used to compare the trends of changes in lung function indicators and plasma CC16 levels after dust exposure. Then mediating analysis was performed to investigate the role of CC16 in the association between dust exposure and lung function decline. Finally, the association between baseline CC16 levels and follow-up lung function was explored.
RESULTS:
The median CDE were 35.13 mg/m3-years. RCS models revealed a rapid decline in forced vital capacity (FVC), forced expiratory volume in the first second (FEV1), and their percentages of predicted values when CDE exceeded 25 mg/m3-years. The dust exposure level (<5 mg/m3-years) causing significant changes in CC16 was much lower than the level (25 mg/m3-years) that caused changes in lung function indicators. CC16 mediated 11.1% to 26.0% of dust-related lung function decline. Additionally, workers with low baseline CC16 levels experienced greater reductions in lung function in the future.
CONCLUSIONS
CC16 levels are more sensitive than lung indicators in reflecting early lung function injury and plays mediating role in lung function decline induced by dust exposure. Low baseline CC16 levels predict poor future lung function.
Uteroglobin/blood*
;
Humans
;
Dust/analysis*
;
Occupational Exposure/analysis*
;
Male
;
Middle Aged
;
Adult
;
Retrospective Studies
;
Lung Injury/chemically induced*
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Coal Mining
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Biomarkers/blood*
;
China/epidemiology*
;
Air Pollutants, Occupational
;
Female
3.Celastrol directly targets LRP1 to inhibit fibroblast-macrophage crosstalk and ameliorates psoriasis progression.
Yuyu ZHU ; Lixin ZHAO ; Wei YAN ; Hongyue MA ; Wanjun ZHAO ; Jiao QU ; Wei ZHENG ; Chenyang ZHANG ; Haojie DU ; Meng YU ; Ning WAN ; Hui YE ; Yicheng XIE ; Bowen KE ; Qiang XU ; Haiyan SUN ; Yang SUN ; Zijun OUYANG
Acta Pharmaceutica Sinica B 2025;15(2):876-891
Psoriasis is an incurable chronic inflammatory disease that requires new interventions. Here, we found that fibroblasts exacerbate psoriasis progression by promoting macrophage recruitment via CCL2 secretion by single-cell multi-omics analysis. The natural small molecule celastrol was screened to interfere with the secretion of CCL2 by fibroblasts and improve the psoriasis-like symptoms in both murine and cynomolgus monkey models. Mechanistically, celastrol directly bound to the low-density lipoprotein receptor-related protein 1 (LRP1) β-chain and abolished its binding to the transcription factor c-Jun in the nucleus, which in turn inhibited CCL2 production by skin fibroblasts, blocked fibroblast-macrophage crosstalk, and ameliorated psoriasis progression. Notably, fibroblast-specific LRP1 knockout mice exhibited a significant reduction in psoriasis like inflammation. Taken together, from clinical samples and combined with various mouse models, we revealed the pathogenesis of psoriasis from the perspective of fibroblast-macrophage crosstalk, and provided a foundation for LRP1 as a novel potential target for psoriasis treatment.
4.Review of Astragalus membranaceus polysaccharides: Extraction process, structural features, bioactivities and applications.
Hongyue TIAN ; Lingzhuo AN ; Pengwang WANG ; Xuemin ZHANG ; Wenyuan GAO ; Xia LI
Chinese Herbal Medicines 2025;17(1):56-69
Astragalus membranaceus possesses the function of enhancing immunity, protecting the liver, diuretic, anti-aging, anti-stress, anti-hypertensive, and more extensive antibacterial effects. Polysaccharides, one kind of the major active ingredients of A. membranaceus, are considered to be responsible for their versatile use. Now, a systematic summary of research progress and prospects of polysaccharides from A. membranaceus polysaccharides (AMPs) is necessary to facilitate their further study and application. In this review, the optimal extraction methods, structural features, biological activities, and applications of AMPs were emphasized. The structure-activity relationships are also analyzed and elucidated. Solvent, ultrasonic, microwave, enzyme-assisted, ultra-high pressure, and combined methods have been used to extract AMPs. Among them, solvent extraction is the most commonly used method because it is simple and easy to operate, but the efficiency needs to be improved further. The ultra-high pressure method is the most efficient but has a low economic return. AMPs exhibited various bioactivities, including immunomodulation, antitumor, and antidiabete. The structure-activity relationships revealed that different structure configurations, chain conformations, and physical properties would have different bioactivities. However, the new method for purification of certain polysaccharides, detailed structure-activity relationships (SAR), mechanisms of bioactivities, and quality control of AMPs need to be extensively investigated.
5.MiR-224-5p overexpression inhibits oxidative stress by regulating the PI3K/Akt/FoxO1 axis to attenuate hypoxia/reoxygenation-induced cardiomyocyte injury
Guoxin LIANG ; Hongyue TANG ; Chang GUO ; Mingming ZHANG
Journal of Southern Medical University 2024;44(6):1173-1181
Objectives To investigate the regulatory role of miRNA-224-5p in hypoxia/reoxygenation(H/R)-induced H9c2 cardiomyocyte injury.Methods Plasma samples were collected from 160 patients with acute myocardial infarction and 80 healthy controls(HC)to measure miRNA-224-5p levels and other biochemical parameters.In cultured H9c2 cells with H/R injury,the effects of transfection with miR-224-5p mimics or a negative control sequence on cell viability,malondialdehyde(MDA)content,and superoxide dismutase 2(SOD2)and lactate dehydrogenase(LDH)activities were tested.Dual luciferase reporter gene assay was performed to verify the targeting relationship between miR-224-5p and PTEN.Bioinformatics methods were used to analyze the potential mechanisms of the target genes.The expression of miRNA-224-5p in the treated cells was detected with qRT-PCR,the protein expressions of PTEN,Bcl-2,Bax,cleaved caspase-3,SOD2,p-PI3K/PI3K,p-Akt/Ak and p-FoxO1/FoxO1 were determined using Western blotting,and cell apoptosis was analysed with flow cytometry.Results The levels of blood glucose,C-reactive protein,CK,CK-MB and cTnI were significantly higher in the AMI group compared with the HC group(P<0.05).The expression level of miR-224-5p was significantly lowered in patients with STEMI and NSTEMI and in H9c2 cells with H/R injury.The viability of H9c2 cells decreased time-dependently following H/R injury.PTEN was a target gene of miR-224-5p,and the PI3K/Akt pathway was the most significantly enriched pathway.H9c2 cells with H/R injury showed significantly decreased SOD2 activity,increased LDH activity and MDA content,increased cell apoptosis,decreased protein expression levels of p-PI3K,p-Akt,p-FoxO1,SOD2,and Bcl-2,and increased expressions of PTEN,Bax,and cleaved caspase-3.These changes were obviously attenuated by trasnfection of the cells with miR-224-5p mimics prior to H/R exposure.Conclusion MiR-224-5p overexpression upregulates the expression of the antioxidant gene SOD2 through the PI3K/Akt/FoxO1 axis to relieve H/R-induced oxidative stress and reduce apoptosis of H9c2 cells.
6.Changes of miR-30a-5p during the pathogenesis of acute myocardial infarction and its potential molecular mechanisms
Guoxin LIANG ; Chang GUO ; Hongyue TANG ; Mingming ZHANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2024;45(4):567-574
Objective To evaluate the potential of miR-30a-5p as a novel indicator of acute myocardial infarction(AMI)and the underlying molecular mechanisms.Methods AMI-associated microRNAs(miRNAs)and mRNA microarray datasets were downloaded from the GEO database.Real-time fluorescence quantitative PCR(qRT-PCR)technique was used to detect the level of miRNAs in serum samples;automatic biochemistry was used to detect other biochemical indicators.Receiver operating characteristic(ROC)curve analysis and Spearson correlation analysis were performed to assess the value of miR-30a-5p as a diagnostic AMI marker.The target genes of miR-30a-5p were predicted with the R language multiMiR package,and the protein interaction network was constructed by the STRING database.The results were imported into Cytoscape 3.7.1 software to screen the pivotal genes of the network.The R language clusterProfiler package performed KEGG and GO analyses on the hub genes to explore the clinical significance of miR-30a-5p in AMI and its potential molecular mechanisms.Results Compared with the control group,miR-30a-5p was upregulated significantly in the serum of patients in the AMI group(P<0.05);miR-30a-5p was positively correlated with the levels of CK-MB,CK,TnT,proBNP and CRP(rs=0.489,P<0.001;rs=0.347,P<0.001;rs=0.545,P<0.001;rs=0.533,P<0.001;rs=0.206,P<0.05).The area under the ROC curve was 0.862,with sensitivity of 84.4%and specificity of 74.2%.A total of 780 differentially expressed genes(DEGs)were obtained from the two datasets.A total of 1 061 target genes of miR-30a-5p and 61 common genes were identified by taking the intersection set.Among the central genes of PPI,BCL6,FOSL2,JDP2,LYN,PDE4D,SOCS3 and SOX4 scored high and were closely associated with the occurrence of AMI.KEGG and GO enrichment analyses showed that miR-30a-5p might regulate JAK-STAT,NF-kappaB and Wnt signaling pathways,which were involved in inflammatory response,apoptosis,autophagy and post-infarction remodeling,and thus participated in the process of AMI.Conclusion Serum miR-30a-5p is up-regulated in the early stage of AMI,and the study on miR-30a-5p and its regulatory pathways can help with the diagnosis and treatment of myocardial infarction.
7.MiR-224-5p overexpression inhibits oxidative stress by regulating the PI3K/Akt/FoxO1 axis to attenuate hypoxia/reoxygenation-induced cardiomyocyte injury
Guoxin LIANG ; Hongyue TANG ; Chang GUO ; Mingming ZHANG
Journal of Southern Medical University 2024;44(6):1173-1181
Objectives To investigate the regulatory role of miRNA-224-5p in hypoxia/reoxygenation(H/R)-induced H9c2 cardiomyocyte injury.Methods Plasma samples were collected from 160 patients with acute myocardial infarction and 80 healthy controls(HC)to measure miRNA-224-5p levels and other biochemical parameters.In cultured H9c2 cells with H/R injury,the effects of transfection with miR-224-5p mimics or a negative control sequence on cell viability,malondialdehyde(MDA)content,and superoxide dismutase 2(SOD2)and lactate dehydrogenase(LDH)activities were tested.Dual luciferase reporter gene assay was performed to verify the targeting relationship between miR-224-5p and PTEN.Bioinformatics methods were used to analyze the potential mechanisms of the target genes.The expression of miRNA-224-5p in the treated cells was detected with qRT-PCR,the protein expressions of PTEN,Bcl-2,Bax,cleaved caspase-3,SOD2,p-PI3K/PI3K,p-Akt/Ak and p-FoxO1/FoxO1 were determined using Western blotting,and cell apoptosis was analysed with flow cytometry.Results The levels of blood glucose,C-reactive protein,CK,CK-MB and cTnI were significantly higher in the AMI group compared with the HC group(P<0.05).The expression level of miR-224-5p was significantly lowered in patients with STEMI and NSTEMI and in H9c2 cells with H/R injury.The viability of H9c2 cells decreased time-dependently following H/R injury.PTEN was a target gene of miR-224-5p,and the PI3K/Akt pathway was the most significantly enriched pathway.H9c2 cells with H/R injury showed significantly decreased SOD2 activity,increased LDH activity and MDA content,increased cell apoptosis,decreased protein expression levels of p-PI3K,p-Akt,p-FoxO1,SOD2,and Bcl-2,and increased expressions of PTEN,Bax,and cleaved caspase-3.These changes were obviously attenuated by trasnfection of the cells with miR-224-5p mimics prior to H/R exposure.Conclusion MiR-224-5p overexpression upregulates the expression of the antioxidant gene SOD2 through the PI3K/Akt/FoxO1 axis to relieve H/R-induced oxidative stress and reduce apoptosis of H9c2 cells.
8.Model construction and effects of combined diagnosis of peripheral blood miR-202-5p and interleukin-6 in acute myocardial infarction
Chang GUO ; Guoxin LIANG ; Hongyue TANG ; Xin LIU ; Mingming ZHANG
Clinical Medicine of China 2024;40(5):345-351
Objective:Construct a combined detection model of miR-202-5p and interleukin-6 (IL-6) and explore its diagnostic value for acute myocardial infarction (AMI).Methods:Clinical data of 202 patients with coronary atherosclerotic heart disease (CHD) who were admitted to the Department of Cardiology and Emergency Department of Hebei People's Hospital from August 2020 to August 2022 were retrospectively analyzed, including 106 AMI patients and 96 non AMI patients. The clinical characteristics and blood levels of miR-202-5p and IL-6 were compared between the two groups, T-test was used for inter group comparison of measurement data that conforms to normal distribution, non parametric rank sum test was used for inter group comparison of measurement data that does not conform to normal distribution, and χ2 test was used for inter group comparison of count data. Binary Logistic regression model was used to determine the independent influencing factors of AMI, and a combined diagnostic model was constructed according to the analysis results, the diagnostic efficacy of miR-202-5p, IL-6 and combined detection for AMI was evaluated by ROC curve, and the clinical diagnostic effect was observed. Results:The expression levels of serum total cholesterol (4.40 (3.71, 5.00) mmol/L), low density lipoprotein cholesterol (2.99 (2.39,3.47) mmol/L), lipoprotein a (276.80 (182.58,390.13) mg/L), interleukin-4(IL-4)(2.69(2.29,3.16) μg/L), IL-6(89.82(68.26,107.16) μg/L) in AMI group were significantly higher than those of non-AMI group (4.04 (3.12, 4.73) mmol/L, 2.75 (2.15, 3.21) mmol/L, 213.45 (146.73, 348.80) mg/L, 2.46 (1.92, 3.01)] μg/L, 45.89 (32.38, 62.83) μg/L, while miR-202-5p(0.33 (0.27,0.38)) was lower than that in the non-AMI group (0.51 (0.36,0.68)), ( H values were 4 167.50, 4 234.00, 4 262.50, 4 228.00, 1 513.00, and 2 098.50, respectively; P values were 0.027, 0.040, 0.047, 0.038, <0.001, <0.001, respectively). Multivariate binary logistic regression analysis showed that high levels of IL-6 and low levels of miR-202-5p were independent risk factors for AMI. The joint diagnostic model of IL-6 and miR-202-5p was Logit (P)=-1.046-5.236 × miR-202-5p+0.051 × IL-6, with probability value P as the diagnostic indicator and P=0.45 as the diagnostic threshold. ROC curve results showed that the area under curve (AUC) of IL-6 and miR-202-5p were 0.851 and 0.794, respectively, while the AUC of the combined diagnosis model was 0.894, indicating that the diagnosis accuracy was higher than that of a single index. Compared with isolated detection, the sensitivity, specificity and Kappa value of the IL-6+miR-202-5p collaborative test for AMI prediction were increased, especially the diagnosis results were close to a high degree of agreement with the actual results ( Kappa=0.732). Conclusion:High levels of IL-6 and low levels of miR-202-5p are independent influencing factors for AMI, and the combined diagnosis model of the two has clinical application value.
9.Tibial transverse bone transport assisted by nose ring drainage for treatment of foot and ankle chronic osteomyelitis
Huaqing YANG ; Yaohua ZHANG ; Hongyue ZHANG ; Qichang YANG ; Qinghai HAN ; Yun YANG ; Dianzhao ZHAO ; Long QU
Chinese Journal of Orthopaedic Trauma 2023;25(4):302-309
Objective:To investigate the clinical effects of tibial transverse bone transport assisted by nose ring drainage (NRD) in the treatment of foot and ankle chronic osteomyelitis.Methods:A retrospective study was conducted to analyze the data of 32 patients with foot and ankle chronic osteomyelitis who had been treated at Department of Orthopedics, Beijing Rehabilitation Hospital from March 2013 to February 2022. The patients were assigned into a study group and a control group. In the control group, there were 12 males and 3 females, aged (39.5±8.8) years. The osteomyelitis was located at the distal tibia in 4 cases, at the talus in 1 case, at the calcaneus in 2 cases, at the midfoot in 4 cases and at the forefoot in 4 cases. According to the Crerny-Mader classification, there were 5 cases of type Ⅰ and 10 cases of type Ⅱ. The control group was treated with Ilizarov transverse tibial bone transport in combination with thorough debridement and anti-infection therapy. In the study group, there were 12 males and 5 females, aged (42.3±13.4) years. The osteomyelitis was located at the distal tibia in 4 cases, at the talus in 1 case, at the calcaneus in 3 cases, at the midfoot in 5 cases and at the forefoot in 4 cases. According to the Crerny-Mader classification, there were 7 cases of type Ⅰ and 10 cases of type Ⅱ. The study group was treated with NRD drainage in addition to the procedures in the control group. The curative effects were evaluated by comparing the cure, recurrence, amputation (toe amputation), antibiotic use time, wound healing time, relevant inflammatory indicators [WBC, neutrophil percentage (NEU), erythrocyte sedimentation rate (ESR), procalcitonin, interleukin-6 (IL-6), C-reactive protein (CRP)], and postoperative functional recovery between the 2 groups.Results:The 2 groups were comparable because there was no statistically significant difference in the general data between them ( P>0.05). The follow-up period was (36.0±9.8) months. There was no significant difference between the 2 groups in the cure or amputation (toe amputation) ( P>0.05), but the recurrence rate in the study group was significantly lower than that in the control group ( P<0.05). The antibiotic use time [(20.7±3.6) d] and wound healing time [(88.3±17.1) d] in the study group were significantly shorter than those [(37.9±6.5) d and (102.2±22.6) d] in the control group ( P<0.05). The ESR, IL-6 and CRP at 1 week after operation in the study group were significantly lower than those in the control group ( P<0.05), but there was no significant difference between the 2 groups in the WBC, NEU or PCT at 1 week after operation ( P>0.05). There was no significant difference either in the inflammatory indicators between the 2 groups at 1 month after operation ( P>0.05). In all patients, the inflammatory indicators like WBC, NEU, ESR, PCT, IL-6 and CRP at 1 week and 1 month after operation were significantly better than those before operation, and the Maryland foot functional score at 12 months after operation was significantly higher than the preoperative one ( P<0.05). There was no significant difference between the 2 groups in the Maryland foot functional score at 12 months after operation ( P>0.05). Conclusion:In the treatment of foot and ankle chronic osteomyelitis, compared with the Ilizarov transverse tibial bone transport, our tibial transverse bone transport assisted by NRD can achieve satisfactory therapeutic effects, shorten antibiotic use time and treatment cycle, and reduce recurrence rate.
10.Prognosis analysis of multi-indicator combined with sequential organ failure assessment in patients with sepsis.
Lilin ZHANG ; Jinpeng ZHANG ; Lyu JIN ; Hongyue XU ; Xiaohui ZHAO ; Yadong YANG
Chinese Critical Care Medicine 2023;35(12):1245-1249
OBJECTIVE:
To explore the prognostic value of early multiple detection indicators in combination with sequential organ failure assessment (SOFA) in sepsis patients.
METHODS:
A retrospective analysis was conducted. Patients with sepsis admitted to the department of critical care medicine of Huanggang Central Hospital of Yangtze University from May 2020 to May 2022 were selected as the research subjects. Coagulation indicators, inflammatory factors, blood routine, liver and kidney function, and blood gas analysis were collected at admission. Organ dysfunction was assessed based on the SOFA score within 24 hours after admission. Patients were divided into a survival group and a death group according to the outcome of 28 days in ICU. Differences in the above indicators between the two groups were compared. Multifactorial Logistic regression analysis was used to analyze prognostic factors of 28-day mortality in sepsis patients. Receiver operator characteristic curve (ROC curve) was drawn to analyze the predictive performance of various indicators, the SOFA score, and the combine model for the 28-day outcome in patients with sepsis.
RESULTS:
A total of 101 patients with sepsis were enrolled, 56 patients survived and 45 patients died. Compared to the survival group, patients in the death group were older, the proportion of patients with septic shock was larger, the SOFA score, and the proportion of pulmonary infection were higher, the prothrombin time (PT) and activated partial thromboplastin time (APTT) were significantly prolonged, the prothrombin activity (PTA) was significantly shortened, and antithrombin (AT) was significantly decreased, the levels of hypersensitivity C-reactive protein (hs-CRP), blood urea nitrogen (BUN), total bilirubin (TBil), and lactic acid (Lac) were significantly increased, while the platelet count (PLT) was significantly decreased. Multifactorial Logistic regression analysis showed that pulmonary infection [odds ratio (OR) = 0.010, 95% confidence interval (95%CI) was 0.001-0.164, P = 0.001], AT (OR = 0.944, 95%CI was 0.910-0.978, P = 0.002), hs-CRP (OR = 1.008, 95%CI was 1.001-1.015, P = 0.017), Lac (OR = 1.619, 95%CI was 1.195-2.193, P = 0.002), and SOFA score (OR = 1.363, 95%CI was 1.076-1.727, P = 0.010) were independent prognostic factors for 28-day mortality in patients. A combined model was constructed using pulmonary infection, AT, hs-CRP, Lac, and SOFA score. ROC curve analysis showed that the area under the ROC curve (AUC) for the combine model in predicting sepsis prognosis was 0.936 (95%CI was 0.869-0.975, P < 0.001), which was higher in value compared to single indicators (AUC of AT, hs-CRP, Lac, and SOFA score were 0.775, 0.666, 0.802, 0.796, respectively, all P < 0.05).
CONCLUSIONS
The predictive ability of the SOFA score for sepsis patient outcomes is limited. The combine model combining infection site, AT, hs-CRP, and Lac shows better predictive ability.
Humans
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Organ Dysfunction Scores
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Retrospective Studies
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C-Reactive Protein
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ROC Curve
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Sepsis/metabolism*
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Prognosis
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Anticoagulants
;
Antithrombin III
;
Intensive Care Units

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