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.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.
3.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.
4.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.
5.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.
6.Mechanism of Modified Shenqiwan in Relieving Renal Interstitial Fibrosis in Diabetic Mice Based on GSK-3β/CREB Pathway
Jiahua ZHANG ; Hongyue NING ; Liping AN ; Pinchuan JI ; Bai CHANG ; Haowen QI ; Jianen GUO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(16):162-169
ObjectiveTo observe the effects of modified Shenqiwan on renal function and fibrosis in diabetic nephropathy mice and explore the underlying mechanism based on the glycogen synthase kinase-3β (GSK-3β)/cyclic adenosine monophosphate (cAMP) response element-binding protein (CREB) signaling pathway. MethodFifty male db/db mice and 10 db/m mice were used in this study. The fifty db/db mice were randomly divided into model group, irbesartan group, and low-, medium-, and high-dose modified Shenqiwan groups. The 10 db/m mice were assigned to the normal group. The mice in the low-, medium-, and high-dose modified Shenqiwan groups were administered with modified Shenqiwan in the dosage form of suspension of Chinese medicinal granules by gavage, those in the irbesartan group were given irbesartan suspension by gavage, and those in the normal and model groups were given distilled water of equal volume by gavage. The intervention lasted for 12 weeks. The blood glucose levels, urine albumin-to-creatinine ratio (UACR), and the protein expression levels of GSK-3β, CREB, transforming growth factor-β1 (TGF-β1), E-cadherin, Vimentin, fibronectin (FN), plasminogen activator inhibitor-1 (PAI-1), and Collagen type Ⅳ (Coll Ⅳ) in the mouse kidneys were recorded before and after treatment. The extent of renal pathological damage was also observed. ResultCompared with the normal group, the model group showed significant increases in blood glucose levels, UACR levels, and the protein expression levels of GSK-3β, TGF-β1, E-cadherin, Vimentin, FN, PAI-1, and Coll Ⅳ in the kidneys (P<0.05), decreased protein expression level of CREB (P<0.05), and severe renal pathological damage. Compared with the model group, the low-, medium-, and high-dose modified Shenqiwan groups and the irbesartan group showed varying degrees of decreases in blood glucose levels, UACR levels, and the protein expression levels of GSK-3β, TGF-β1, E-cadherin, Vimentin, FN, PAI-1, and Coll Ⅳ in the kidneys (P<0.05), increased expression level of CREB protein (P<0.05), and improved renal pathological damage. ConclusionModified Shenqiwan can effectively reduce blood glucose levels, improve renal function, and alleviate fibrosis, and the mechanism of action is related to the inhibition of the GSK-3β/CREB signaling pathway.
7.Honokiol alleviated neurodegeneration by reducing oxidative stress and improving mitochondrial function in mutant SOD1 cellular and mouse models of amyotrophic lateral sclerosis.
Yujun ZHOU ; Jingshu TANG ; Jiaqi LAN ; Yong ZHANG ; Hongyue WANG ; Qiuyu CHEN ; Yuying KANG ; Yang SUN ; Xinhong FENG ; Lei WU ; Hongtao JIN ; Shizhong CHEN ; Ying PENG
Acta Pharmaceutica Sinica B 2023;13(2):577-597
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease affecting both upper and lower motor neurons (MNs) with large unmet medical needs. Multiple pathological mechanisms are considered to contribute to the progression of ALS, including neuronal oxidative stress and mitochondrial dysfunction. Honokiol (HNK) has been reported to exert therapeutic effects in several neurologic disease models including ischemia stroke, Alzheimer's disease and Parkinson's disease. Here we found that honokiol also exhibited protective effects in ALS disease models both in vitro and in vivo. Honokiol improved the viability of NSC-34 motor neuron-like cells that expressed the mutant G93A SOD1 proteins (SOD1-G93A cells for short). Mechanistical studies revealed that honokiol alleviated cellular oxidative stress by enhancing glutathione (GSH) synthesis and activating the nuclear factor erythroid 2-related factor 2 (NRF2)-antioxidant response element (ARE) pathway. Also, honokiol improved both mitochondrial function and morphology via fine-tuning mitochondrial dynamics in SOD1-G93A cells. Importantly, honokiol extended the lifespan of the SOD1-G93A transgenic mice and improved the motor function. The improvement of antioxidant capacity and mitochondrial function was further confirmed in the spinal cord and gastrocnemius muscle in mice. Overall, honokiol showed promising preclinical potential as a multiple target drug for ALS treatment.
8.Correlation between stomach disharmony and daily diets among students of Chinese medicine colleges and universities in China
Hongyue LI ; Fang YAO ; Wanqing ZHANG ; Baikun LI ; Yu ZHU ; Jing LI ; Jimin ZHU
Chinese Journal of Primary Medicine and Pharmacy 2023;30(5):657-662
Objective:To analyze the correlation between gastric disharmony and daily eating behaviors in college students, and to provide intervention measures for improving gastric disharmony among college students.Methods:From April 10 to 30, 2021, 3 825 college students from five Chinese medicine colleges and universities in China were selected for this study using the multi-level sampling method. The information regarding college student's general situation, daily eating behavior, and stomach disharmony was collected by questionnaire.Results:A total of 3 700 valid questionnaires were collected, with an effective response rate of 96.73%. The average age was (20.0 ± 3.0) years, and 66.41% of college students included in this study were female. Students with different characteristics had different gastric disharmonies and eating behaviors, and gastric disharmony was correlated with eating behavior. Multivariate analysis results showed that snacking ( OR = 1.11, 95% CI: 1.02-1.21), partial eclipse ( OR = 1.12, 95% CI: 1.00-1.26), picky eaters ( OR = 1.23, 95% CI: 1.08-1.41), and supper ( OR = 1.19, 95% CI: 1.04-1.36) were positively correlated with gastric disharmony. Eating regular meals ( OR = 0.86, 95% CI: 0.79-0.94) and 80% fullness ( OR = 0.89, 95% CI: 0.81-0.98) were negatively correlated with gastric disharmony. Conclusion:Poor eating behaviors may be an important factor leading to gastric disharmony.
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
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Antithrombin III
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Intensive Care Units

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