1.Serum levels of MMP-10 and TLR2 in patients with severe traumatic brain injury underwent decompression surgery and their relationship with disease prognosis
Suqin WU ; Zishu XU ; Zhijing XU ; Jie WU ; Congmei WANG
Tianjin Medical Journal 2025;53(7):704-708
Objective To analyze the expression levels of matrix metalloproteinase-10(MMP-10)and Toll-like receptor 2(TLR2)in serum of patients underwent decompression surgery(DC)for severe traumatic brain injury(sTBI),and to explore their relationship with disease outcome.Methods From April 2021 to April 2024,sTBI patients(n=94)who received DC treatment in a single center were collected as the observation group.Another 90 healthy volunteers who underwent physical examinations at our hospital were selected as the control group.Six months after surgery,sTBI patients were assigned into the good group(n=53)and the adverse group(n=41)according to the Glasgow Outcome Scale(GOS).Data was collected from each group and their differences were compared.Enzyme linked immunosorbent assay(ELISA)was used to measure serum levels of MMP-10 and TLR2.Spearman method was used to analyze the correlation between MMP-10,TLR2 levels and disease outcomes.Logistic regression model used to analyze influencing factors of disease outcomes in sTBI patients after DC.The receiver operating characteristic(ROC)curve was applied to evaluate the predictive value of serum MMP-10 and TLR2 levels for disease outcome in sTBI patients after DC.Results Compared with the control group,the expression levels of serum MMP-10 and TLR2 were prominently higher in the observation group(P<0.05).Compared with the good group,the proportions of sTBI patients with cerebral herniation,multiple brain contusions and lacerations,and serum levels of MMP-10 and TLR2 were significantly higher in the adverse group,while Glasgow Coma Scale(GCS)score was significantly lower(P<0.05).Serum levels of MMP-10 and TLR2 in sTBI patients were positively correlated with poor prognosis after DC(P<0.05).Elevated levels of serum MMP-10 and TLR2,and the increased proportions of patients with cerebral herniation and multiple brain contusions were risk factors affecting the disease outcome after DC in sTBI patients,while elevated GCS score was a protective factor(P<0.05).The area under the curve(AUC)for predicting disease outcome in sTBI patients after DC using serum MMP-10 and TLR2 alone and in combination was 0.839(95%CI:0.749-0.907),0.847(95%CI:0.758-0.913)and 0.925(95%CI:0.852-0.969),respectively.The combined detection was superior to the individual detections(Zcombination-MMP-10=2.199,Zcombination-TLR2=2.377,both P<0.05).Conclusion The expression levels of serum MMP-10 and TLR2 in sTBI patients are significantly elevated,and both are prominently correlated with disease outcome after DC.
2.The clinical efficacy of modified Rhinoceros Dihuang decoction in the treatment of children with henoch-sch?nlein purpura
Yanyan SHEN ; Yu'an GENG ; Zhijing XU
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(3):321-325
Objective To evaluate the clinical efficacy of modified Rhinoceros Dihuang decoction in the treatment of children with henoch-sch?nlein purpura(HSP)of the"bleeding due to blood-heat syndrome"pattern in traditional Chinese medicine(TCM).Methods A total of 72 pediatric patients diagnosed with HSP and admitted to Zhengzhou Hospital of Traditional Chinese Medicine from June 2021 to June 2023 were enrolled and divided into two groups(n=36 each):control group and observation group.The control group received conveational Western medical treatment,while the observation group received additional treatment with modified Rhinoceros Dihuang decoction based on conventional therapy.The decoction was composed of:Herba Agrimoniae,Radix Rehmanniae,Radix Arnebiae seu Lithospermi,Radix Rubiae,15 g each;Cornu Bubali,30 g,Rhizoma Imperatae,20 g;Cortex Moutan and Radix Paeoniae Rubra,10 g each.The herbs were decocted once daily,dosed according to age:100 mL for ages 3-6,150 mL for 7-11,and 200 mL for 12-14 years old,administered twice daily for 10 days.Outcome measures included clinical efficacy,symptom scores(distribution,color,and morphology of purpura),inflammatory markers[interleukins(IL-17,IL-9),tumor necrosis factor-α(TNF-α)],immune function indicators[T lymphocyte subsets(CD4+,CD8+,CD4+/CD8+)and immunoglobulins(IgA,IgM,IgG)],quality of life,and adverse events.Results After treatment,the symptom scores,inflammatory factors,CD8+,IgA,and IgM levels in the observation group were significantly lower than those in the control group[purpura distribution score:1.03±0.20 vs.1.85±0.27,purpura color score:0.95±0.18 vs.1.76±0.31,purpura morphology score:0.94±0.16 vs.1.76±0.28;IL-17(ng/L):19.84±2.31 vs.26.12±2.63,IL-9(ng/L):20.40±4.19 vs.34.16±6.31,TNF-α(ng/L):13.61±2.05 vs.22.17±2.13;CD8+:0.259±0.040 vs.0.423±0.040,IgA(g/L):1.26±0.24 vs.1.81±0.32,IgM(g/L):1.24±0.19 vs.1.54±0.26,all P<0.05],CD4+,CD4+/CD8+,and IgG levels,as well as the pediatric quality of life inventory 4.0(PedsQL4.0)score were significantly higher in the observation group than in the control group[CD4+:0.461±0.046 vs.0.423±0.040,CD4+/CD8+:1.780±0.330 vs.1.450±0.270,IgG(g/L):11.22±1.75 vs.9.41±1.84,PedsQL4.0 score:83.62±6.54 vs.75.54±12.32,all P<0.05].The total clinical efficacy rate in the observation group was significantly higher than that in the control group[94.44%(34/36)vs.72.22%(26/36),P<0.05].No significant adverse reactions were observed in either group.Conclusion Modified Rhinoceros Dihuang decoction is effective and safe in alleviating clinical symptoms,reducing inflammatory responses,regulating immune function,and improving quality of life in children with HSP of the bleeding due to blood-heat pattern.
3.Research advance on the application of TAES in orthopedics
Wen SU ; Jiaqi WANG ; Zhijing SHI ; Jiaqi ZHOU ; Yinan XU ; Ping HAO
China Medical Equipment 2025;22(10):146-152
As a non-invasive treatment method,transcutaneous acupoint electrical stimulation(TAES)can regulate neurological function,endocrine function and immune function through electrical stimulation for specific acupoints,which shows wide application potential in postoperative pain management,promotion of bone healing and rehabilitation in orthopedic surgery.TAES treatment has a series characteristics include non-invasiveness,convenience and effectiveness,which provides a new adjuvant treatment method for orthopedic diseases.This review elaborated the research advances of the application of TAES in orthopedics field,which provided references for further exploring its mechanism and clinical application in the future research.
4.Analysis of the effect and safety of autologous blood reinfusion during venous-arterial extracorporeal membrane oxygenation weaning under controlled rotational speed.
Zhijing XU ; Yu'an GENG ; Congmei WANG ; Lu QI ; Yangang SHI ; Zishu XU ; Linkai HUANG ; Qian XU ; Ruifang LIU
Chinese Critical Care Medicine 2025;37(6):595-598
OBJECTIVE:
To investigate the efficacy and safety of autologous blood transfusion during weaning from venous-arterial extracorporeal membrane oxygenation (VA-ECMO) under controlled rotational speed.
METHODS:
A retrospective study was conducted, selecting patients who underwent extracorporeal membrane oxygenation (ECMO) and successfully weaned at the emergency and critical care medicine center of Henan Provincial Third People's Hospital from January 2023 to May 2024. General data including gender, age, body mass index (BMI), European system for cardiac operative risk evaluation (EuroScore), and disease types were collected. Vital signs at weaning [heart rate, systolic blood pressure (SBP), diastolic blood pressure (DBP), and peripheral oxygen saturation], parameters before and after weaning [B-type natriuretic peptide (BNP), hemoglobin (Hb), partial pressure of arterial oxygen (PaO2), partial pressure of arterial carbon dioxide (PaCO2), arterial lactate, central venous pressure (CVP), inferior vena cava collapsibility index, left ventricular ejection fraction (LVEF), and right heart load], post-weaning inflammatory markers at 1-day and 3-day [body temperature, white blood cell count (WBC), neutrophil percentage (NEU%), C-reactive protein (CRP), procalcitonin (PCT), interleukin-10 (IL-10)], as well as complications (infection, thrombosis, renal failure, gastrointestinal bleeding) and post-weaning blood return status were recorded. Patients were divided into an observation group (with post-weaning blood return) and a control group (without post-weaning blood return) based on the presence of blood return after weaning. The changes in the aforementioned parameters were compared between the two groups.
RESULTS:
A total of 62 patients were included, with 31 cases in each group. No statistically significant differences were observed between the two groups in baseline characteristics including gender, age, BMI, and EuroScore. At weaning, the observation group exhibited relatively stable vital signs, with no significant differences in heart rate, SBP, DBP, or peripheral oxygen saturation compared to the control group. After weaning, the observation group showed significantly lower levels of BNP, PaCO2, arterial lactate, CVP, and right heart load compared to pre-weaning values [BNP (ng/L): 2 325.96±78.51 vs. 4 878.48±185.47, PaCO2 (mmHg, 1 mmHg≈0.133 kPa): 35.23±3.25 vs. 40.75±4.41, arterial lactate (mmol/L): 2.43±0.61 vs. 6.19±1.31, CVP (cmH2O, 1 cmH2O≈0.098 kPa): 8.32±0.97 vs. 15.34±1.74, right heart load: 13.24±0.97 vs. 15.69±1.31, all P < 0.05], while Hb, PaO2, inferior vena cava collapsibility index, and LVEF were significantly higher than pre-weaning values [Hb (g/L): 104.42±9.78 vs. 96.74±6.39, PaO2 (mmHg): 94.12±7.78 vs. 75.51±4.39, inferior vena cava collapsibility (%): 28±7 vs. 17±3, LVEF (%): 62.41±6.49 vs. 45.30±4.51, all P < 0.05]. No statistically significant differences were found between the observation group and control group in these parameters. At 3 days post-weaning, the observation group demonstrated significantly lower levels of body temperature, WBC, NEU%, CRP, PCT, and IL-10 compared to 1 day post-weaning [body temperature (centigrade): 36.83±1.15 vs. 37.94±1.41, WBC (×109/L): 7.82±0.96 vs. 14.34±2.15, NEU%: 0.71±0.05 vs. 0.80±0.07; CRP (mg/L): 4.34±0.78 vs. 8.94±1.21, PCT (μg/L): 0.11±0.02 vs. 0.26±0.05, IL-10 (ng/L): 8.93±1.52 vs. 13.51±2.17, all P < 0.05], with no significant differences compared to the control group. No statistically significant differences were observed between the two groups in the incidence of complications including infection, thrombosis, renal failure, and gastrointestinal bleeding.
CONCLUSION
Autologous blood reinfusion during VA-ECMO weaning under controlled rotational speed is safe and effective, without increasing risks of infection or thrombosis.
Humans
;
Retrospective Studies
;
Extracorporeal Membrane Oxygenation/methods*
;
Blood Transfusion, Autologous
;
Male
;
Female
;
Adult
;
Middle Aged
;
Natriuretic Peptide, Brain/blood*
5.Effect of erioside E on myocardial injury after myocardial infarction by regulating pyroptosis through HIF-2α
Li YU ; Jing JIN ; Zhijing LIU ; Manyu ZENG ; Youyou CHEN ; Qi XU
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(4):599-605
Objective To investigate the effect of erioside E on myocardial injury after myocardial infarction(MI)by regulating hypoxia-inducible factor-2α(HIF-2α)-mediated pyroptosis of cardiomyocytes and its possible mechanism.Methods Thirty rats were randomly divided into sham-operation group,MI group,and erioside E group,with 10 rats in each group.Cardiomyocytes H9C2 were cultured and divided into control group,hypoxia group,erioside E group and HIF-2α overexpression group.Masson staining was used to observe myocardial fibrosis and infarct size.The protein expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD were detected by Western blotting.RT-qPCR was used to detect the mRNA expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD.EdU kit was used to detect the proliferation of cardiomyocytes.The expressions of NLRP3,Caspase-1 and GSDMD proteins in cardiomyocytes were detected by immunofluorescence staining.Results Compared with the sham-operation group,the myocardial fibrosis level and infarct size were significantly increased in the MI group(P<0.05),and the protein expressions of HIF-2α,pyroptosis-related proteins of NLRP3,Caspase-1 and GSDMD in myocardial tissue were increased(P<0.05).Compared with the MI group,the level of myocardial fibrosis and infarct size were significantly decreased(P<0.05),the protein expression of HIF-2α in myocardial tissue was increased,and the protein expressions of NLRP3,Caspase-1 and GSDMD were decreased in the erioside E group(P<0.05).Compared with the control group,the hypoxia group had a significant reduction in the proliferation of cardiomyocytes and significant increase in the mRNA and protein expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD(P<0.05).Compared with the hypoxia group,the proliferation ability of cardiomyocytes was significantly increased,and the expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD mRNA in cardiomyocytes were decreased in the erioside E group(P<0.05),while the protein expression of HIF-2α in cardiomyocytes was increased in the HIF-2αoverexpression group.The protein expressions of NLRP3,Caspase-1 and GSDMD were significantly decreased(P<0.05).Conclusion Erioside E can improve myocardial injury by upregulating HIF-2α to inhibit myocardial pyroptosis.
6.Serum levels of MMP-10 and TLR2 in patients with severe traumatic brain injury underwent decompression surgery and their relationship with disease prognosis
Suqin WU ; Zishu XU ; Zhijing XU ; Jie WU ; Congmei WANG
Tianjin Medical Journal 2025;53(7):704-708
Objective To analyze the expression levels of matrix metalloproteinase-10(MMP-10)and Toll-like receptor 2(TLR2)in serum of patients underwent decompression surgery(DC)for severe traumatic brain injury(sTBI),and to explore their relationship with disease outcome.Methods From April 2021 to April 2024,sTBI patients(n=94)who received DC treatment in a single center were collected as the observation group.Another 90 healthy volunteers who underwent physical examinations at our hospital were selected as the control group.Six months after surgery,sTBI patients were assigned into the good group(n=53)and the adverse group(n=41)according to the Glasgow Outcome Scale(GOS).Data was collected from each group and their differences were compared.Enzyme linked immunosorbent assay(ELISA)was used to measure serum levels of MMP-10 and TLR2.Spearman method was used to analyze the correlation between MMP-10,TLR2 levels and disease outcomes.Logistic regression model used to analyze influencing factors of disease outcomes in sTBI patients after DC.The receiver operating characteristic(ROC)curve was applied to evaluate the predictive value of serum MMP-10 and TLR2 levels for disease outcome in sTBI patients after DC.Results Compared with the control group,the expression levels of serum MMP-10 and TLR2 were prominently higher in the observation group(P<0.05).Compared with the good group,the proportions of sTBI patients with cerebral herniation,multiple brain contusions and lacerations,and serum levels of MMP-10 and TLR2 were significantly higher in the adverse group,while Glasgow Coma Scale(GCS)score was significantly lower(P<0.05).Serum levels of MMP-10 and TLR2 in sTBI patients were positively correlated with poor prognosis after DC(P<0.05).Elevated levels of serum MMP-10 and TLR2,and the increased proportions of patients with cerebral herniation and multiple brain contusions were risk factors affecting the disease outcome after DC in sTBI patients,while elevated GCS score was a protective factor(P<0.05).The area under the curve(AUC)for predicting disease outcome in sTBI patients after DC using serum MMP-10 and TLR2 alone and in combination was 0.839(95%CI:0.749-0.907),0.847(95%CI:0.758-0.913)and 0.925(95%CI:0.852-0.969),respectively.The combined detection was superior to the individual detections(Zcombination-MMP-10=2.199,Zcombination-TLR2=2.377,both P<0.05).Conclusion The expression levels of serum MMP-10 and TLR2 in sTBI patients are significantly elevated,and both are prominently correlated with disease outcome after DC.
7.Effect of erioside E on myocardial injury after myocardial infarction by regulating pyroptosis through HIF-2α
Li YU ; Jing JIN ; Zhijing LIU ; Manyu ZENG ; Youyou CHEN ; Qi XU
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(4):599-605
Objective To investigate the effect of erioside E on myocardial injury after myocardial infarction(MI)by regulating hypoxia-inducible factor-2α(HIF-2α)-mediated pyroptosis of cardiomyocytes and its possible mechanism.Methods Thirty rats were randomly divided into sham-operation group,MI group,and erioside E group,with 10 rats in each group.Cardiomyocytes H9C2 were cultured and divided into control group,hypoxia group,erioside E group and HIF-2α overexpression group.Masson staining was used to observe myocardial fibrosis and infarct size.The protein expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD were detected by Western blotting.RT-qPCR was used to detect the mRNA expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD.EdU kit was used to detect the proliferation of cardiomyocytes.The expressions of NLRP3,Caspase-1 and GSDMD proteins in cardiomyocytes were detected by immunofluorescence staining.Results Compared with the sham-operation group,the myocardial fibrosis level and infarct size were significantly increased in the MI group(P<0.05),and the protein expressions of HIF-2α,pyroptosis-related proteins of NLRP3,Caspase-1 and GSDMD in myocardial tissue were increased(P<0.05).Compared with the MI group,the level of myocardial fibrosis and infarct size were significantly decreased(P<0.05),the protein expression of HIF-2α in myocardial tissue was increased,and the protein expressions of NLRP3,Caspase-1 and GSDMD were decreased in the erioside E group(P<0.05).Compared with the control group,the hypoxia group had a significant reduction in the proliferation of cardiomyocytes and significant increase in the mRNA and protein expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD(P<0.05).Compared with the hypoxia group,the proliferation ability of cardiomyocytes was significantly increased,and the expressions of HIF-2α,NLRP3,Caspase-1 and GSDMD mRNA in cardiomyocytes were decreased in the erioside E group(P<0.05),while the protein expression of HIF-2α in cardiomyocytes was increased in the HIF-2αoverexpression group.The protein expressions of NLRP3,Caspase-1 and GSDMD were significantly decreased(P<0.05).Conclusion Erioside E can improve myocardial injury by upregulating HIF-2α to inhibit myocardial pyroptosis.
8.Research advance on the application of TAES in orthopedics
Wen SU ; Jiaqi WANG ; Zhijing SHI ; Jiaqi ZHOU ; Yinan XU ; Ping HAO
China Medical Equipment 2025;22(10):146-152
As a non-invasive treatment method,transcutaneous acupoint electrical stimulation(TAES)can regulate neurological function,endocrine function and immune function through electrical stimulation for specific acupoints,which shows wide application potential in postoperative pain management,promotion of bone healing and rehabilitation in orthopedic surgery.TAES treatment has a series characteristics include non-invasiveness,convenience and effectiveness,which provides a new adjuvant treatment method for orthopedic diseases.This review elaborated the research advances of the application of TAES in orthopedics field,which provided references for further exploring its mechanism and clinical application in the future research.
9.The clinical efficacy of modified Rhinoceros Dihuang decoction in the treatment of children with henoch-sch?nlein purpura
Yanyan SHEN ; Yu'an GENG ; Zhijing XU
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2025;32(3):321-325
Objective To evaluate the clinical efficacy of modified Rhinoceros Dihuang decoction in the treatment of children with henoch-sch?nlein purpura(HSP)of the"bleeding due to blood-heat syndrome"pattern in traditional Chinese medicine(TCM).Methods A total of 72 pediatric patients diagnosed with HSP and admitted to Zhengzhou Hospital of Traditional Chinese Medicine from June 2021 to June 2023 were enrolled and divided into two groups(n=36 each):control group and observation group.The control group received conveational Western medical treatment,while the observation group received additional treatment with modified Rhinoceros Dihuang decoction based on conventional therapy.The decoction was composed of:Herba Agrimoniae,Radix Rehmanniae,Radix Arnebiae seu Lithospermi,Radix Rubiae,15 g each;Cornu Bubali,30 g,Rhizoma Imperatae,20 g;Cortex Moutan and Radix Paeoniae Rubra,10 g each.The herbs were decocted once daily,dosed according to age:100 mL for ages 3-6,150 mL for 7-11,and 200 mL for 12-14 years old,administered twice daily for 10 days.Outcome measures included clinical efficacy,symptom scores(distribution,color,and morphology of purpura),inflammatory markers[interleukins(IL-17,IL-9),tumor necrosis factor-α(TNF-α)],immune function indicators[T lymphocyte subsets(CD4+,CD8+,CD4+/CD8+)and immunoglobulins(IgA,IgM,IgG)],quality of life,and adverse events.Results After treatment,the symptom scores,inflammatory factors,CD8+,IgA,and IgM levels in the observation group were significantly lower than those in the control group[purpura distribution score:1.03±0.20 vs.1.85±0.27,purpura color score:0.95±0.18 vs.1.76±0.31,purpura morphology score:0.94±0.16 vs.1.76±0.28;IL-17(ng/L):19.84±2.31 vs.26.12±2.63,IL-9(ng/L):20.40±4.19 vs.34.16±6.31,TNF-α(ng/L):13.61±2.05 vs.22.17±2.13;CD8+:0.259±0.040 vs.0.423±0.040,IgA(g/L):1.26±0.24 vs.1.81±0.32,IgM(g/L):1.24±0.19 vs.1.54±0.26,all P<0.05],CD4+,CD4+/CD8+,and IgG levels,as well as the pediatric quality of life inventory 4.0(PedsQL4.0)score were significantly higher in the observation group than in the control group[CD4+:0.461±0.046 vs.0.423±0.040,CD4+/CD8+:1.780±0.330 vs.1.450±0.270,IgG(g/L):11.22±1.75 vs.9.41±1.84,PedsQL4.0 score:83.62±6.54 vs.75.54±12.32,all P<0.05].The total clinical efficacy rate in the observation group was significantly higher than that in the control group[94.44%(34/36)vs.72.22%(26/36),P<0.05].No significant adverse reactions were observed in either group.Conclusion Modified Rhinoceros Dihuang decoction is effective and safe in alleviating clinical symptoms,reducing inflammatory responses,regulating immune function,and improving quality of life in children with HSP of the bleeding due to blood-heat pattern.
10.Establishment and analysis of an early prognosis model of patients with acute kidney injury in intensive care unit
Yu'an GENG ; Congmei WANG ; Zhijing XU ; Lu QI ; Yangang SHI ; Shiqiong SU ; Kai WANG ; Ruifang LIU
Chinese Critical Care Medicine 2024;36(2):178-182
Objective:To establish a predictive model for the progression of acute kidney injury (AKI) to stage 3 AKI (renal failure) in the intensive care unit (ICU), so as to assist physicians to make early and timely decisions on whether to intervene in advance.Methods:A retrospective analysis was conducted. Thirty-eight patients with AKI admitted to the intensive care medicine of the Third People's Hospital of Henan Province from January 2018 to May 2023 were enrolled. Patient data including acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) upon admission, serum creatinine (SCr), blood urea nitrogen (BUN), daily urine output during hospitalization, and the timing of continuous renal replacement therapy (CRRT) intervention were recorded. Based on clinically collected pathological data, standardized creatinine value ratio mean polynomial fitting models were established as the first criterion for judging the progression to stage 3 AKI after data cleansing, screening, and normalization. Additionally, standardized creatinine value ratio index fitting models were established as the second criterion for predicting progression to stage 3 AKI.Results:A total of 38 AKI patients were included, including 25 males and 13 females. The average age was (58.45±12.94) years old. The APACHEⅡ score was 24.13±4.17 at admission. The intervention node was (4.42±0.95) days. Using a dual regression model approach, statistical modeling was performed with a relatively small sample size of statistical data samples, yielding a scatter index non-linear regression model for standardized creatinine value ratio data relative to day " n", with y = 1.246?2 x1.164?9 and an R2 of 0.860?1, indicating reasonable statistical fitting. Additionally, a quadratic non-linear regression model was obtained for the mean standardized creatinine value ratio relative to day " n", with y = -0.260?6 x2+3.010?7 x-1.612 and an R2 of 0.998?9, indicating an excellent statistical fit. For example, using a baseline SCr value of 66 μmol/L for a healthy individual, the dual regression model predicted that the patient would progress to stage 3 AKI within 3-5 days. This prediction was consistent when applied to other early intervention renal injury patients. Conclusion:The established model effectively predicts the time interval of the progression of AKI to stage 3 AKI (renal failure), which assist intensive care physicians to intervene AKI as early as possible to prevent disease progression.

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