1.Establishment of a Rat Model of Alzheimer's Disease by Introducing Human Triple Mutant APP Gene into Hippocampus via Brain Stereotactic Technology
Linlin XIAO ; Yixuan YANG ; Shanshan LI ; Lanshiyu LUO ; Siwei YIN ; Juming SUN ; Wei SHI ; Yiqiang OUYANG ; Xiyi LI
Laboratory Animal and Comparative Medicine 2025;45(3):269-278
Objective To establish a rat model of Alzheimer's disease (AD) expressing human triple mutant amyloid precursor protein (APP) in the hippocampus, and to provide a model for the study of disease mechanisms and drug development. Methods Twenty-four 12-week-old SPF-grade female SD rats were randomly divided into a blank control group, a virus control group and an experimental group, with eight rats in each group; among them, the experimental group received a stereotaxic injection of adeno-associated virus (AAV) carrying the human triple mutant APP and NanoLuc luciferase genes into the hippocampus. In vivo imaging was used to observe viral expression in the brains of rats in each group, the novel object recognition test was used to assess the recognition memory of the rats in each group, real-time fluorescent quantitative PCR was used to detect the expression level of the APP gene, HE staining was used to examine the brain histopathology, Nissl staining was used to assess the hippocampal lesions, and immunohistochemistry was used to detect the deposition of amyloid β-protein (Aβ). Results In vivo imaging showed that reporter fluorescence was detected in the brains of rats in both experimental and virus control groups. Fluorescence quantitative PCR showed that the expression level of the APP gene was significantly increased in the brains of rats in the experimental group (P<0.01). Novel object recognition test revealed that the recognition memory of rats in the experimental group was significantly reduced compared with that of the blank control group (P<0.01). Six months after recombinant AAV virus infection, HE staining and Nissl staining of brain tissues showed that the number of neurons and Nissl bodies in the CA1 region of the hippocampus in the experimental group was reduced and disorganized; immuno-histochemistry testing of the CA1 region of the hippocampus and the pyramidal cell layer of the experimental group revealed prominent brown deposits, indicating Aβ protein deposition. Conclusion The rat model successfully established by stereotaxic injection and AAV-mediated delivery of human triple mutant APP gene exhibits typical AD features, providing a valuable animal model for studying AD pathology and developing drug therapies targeting Aβ protein deposition.
2.Establishment of a Rat Model of Alzheimer's Disease by Introducing Human Triple Mutant APP Gene into Hippocampus via Brain Stereotactic Technology
Linlin XIAO ; Yixuan YANG ; Shanshan LI ; Lanshiyu LUO ; Siwei YIN ; Juming SUN ; Wei SHI ; Yiqiang OUYANG ; Xiyi LI
Laboratory Animal and Comparative Medicine 2025;45(3):269-278
Objective To establish a rat model of Alzheimer's disease (AD) expressing human triple mutant amyloid precursor protein (APP) in the hippocampus, and to provide a model for the study of disease mechanisms and drug development. Methods Twenty-four 12-week-old SPF-grade female SD rats were randomly divided into a blank control group, a virus control group and an experimental group, with eight rats in each group; among them, the experimental group received a stereotaxic injection of adeno-associated virus (AAV) carrying the human triple mutant APP and NanoLuc luciferase genes into the hippocampus. In vivo imaging was used to observe viral expression in the brains of rats in each group, the novel object recognition test was used to assess the recognition memory of the rats in each group, real-time fluorescent quantitative PCR was used to detect the expression level of the APP gene, HE staining was used to examine the brain histopathology, Nissl staining was used to assess the hippocampal lesions, and immunohistochemistry was used to detect the deposition of amyloid β-protein (Aβ). Results In vivo imaging showed that reporter fluorescence was detected in the brains of rats in both experimental and virus control groups. Fluorescence quantitative PCR showed that the expression level of the APP gene was significantly increased in the brains of rats in the experimental group (P<0.01). Novel object recognition test revealed that the recognition memory of rats in the experimental group was significantly reduced compared with that of the blank control group (P<0.01). Six months after recombinant AAV virus infection, HE staining and Nissl staining of brain tissues showed that the number of neurons and Nissl bodies in the CA1 region of the hippocampus in the experimental group was reduced and disorganized; immuno-histochemistry testing of the CA1 region of the hippocampus and the pyramidal cell layer of the experimental group revealed prominent brown deposits, indicating Aβ protein deposition. Conclusion The rat model successfully established by stereotaxic injection and AAV-mediated delivery of human triple mutant APP gene exhibits typical AD features, providing a valuable animal model for studying AD pathology and developing drug therapies targeting Aβ protein deposition.
3.Association of metabolic score for insulin resistance with bone mineral content and bone metabolic markers among adolescents
LIU Jianxi, SHI Longkai, CHEN Linlin, XU Yingli, DING Wenqing
Chinese Journal of School Health 2025;46(10):1498-1502
Objective:
To investigate the relationship of metabolic score for insulin resistance (METS-IR) with bone mineral content (BMC) and bone metabolic markers levels among adolescents, so as to provide a scientific foundation for the early identification and prevention of bone related diseases.
Methods:
From 2017 to 2019 and 2023, a total of 1 414 adolescents aged 12-18 years from Yinchuan were selected using a method combining convenient sampling with stratified cluster random sampling. The data of basic information, body mass index, BMC, serum osteocalcin (OC), type I collagen cross linked C-terminal peptide (CTX) and calcium (Ca), METS-IR among adolescents were obtained by questionnaire survey, physical measurement and laboratory examination,and METS-IR was divided into four groups Q1-Q 4 according to P 25 , P 50 and P 75 . Logistic regression models combined with restricted cubic splines were employed to analyze the relationship between METS-IR and low BMC as well as low bone metabolic markers. The receiver operating characteristic (ROC) curve was used to evaluate METS-IR effectiveness in diagnosing low BMC.
Results:
The levels of BMC, OC, CTX, Ca and METS-IR in the surveyed adolescents were (2.66±0.52)kg, (20.49±13.77) ng/mL , (2 460.89±1 818.96)pg/mL, (2.47±0.67)mmol/L, 30.63±7.58. After adjusting for gender, age and physical activity level, METS-IR in Q 4 group had a reduced risk of low BMC and low CTX [ OR (95% CI )=0.03(0.01-0.07), 0.45(0.32-0.65)] and an elevated risk of low OC [ OR (95%CI )=1.85(1.28-2.67)], compared with the Q 1 group (all P <0.05). Gender stratified analyses revealed similar trends for both males and females (all P <0.05). Non linear dose response relationships were observed between METS-IR and low BMC ( P total trend <0.01, P non linearity =0.01), as well as low OC ( P total trend <0.01, P non linearity =0.01), while a linear relationship was detected with low CTX ( P total trend <0.01, P non linearity =0.72). ROC curves revealed that METS-IR had the best diagnostic performance for low BMC (AUC=0.85, 95% CI=0.82-0.88, P <0.01).
Conclusions
Higher METS-IR score is linked to reduced risk of low BMC and CTX but increase risk of low OC among adolescents. These findings suggest METS-IR is a reliable indicator for assessing BMC and early predicting bone health risk among adolescents.
4.Renal Protective Mechanism of Danggui Shaoyaosan in db/db Mice Based on RhoA/ROCK/NF-κB Signaling Pathway
Luyu HOU ; Yuanyuan ZHANG ; Wenjing SHI ; Shilong GUO ; Zixuan WANG ; Linlin ZHENG ; Dengzhou GUO
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(24):30-38
ObjectiveTo investigate whether Danggui Shaoyaosan (DSS) inhibits oxidative stress and alleviates inflammation via the Ras homolog family member A (RhoA)/Rho-associated coiled-coil containing protein kinase 1 (ROCK)/nuclear factor kappa-B (NF-κB) signaling pathway, thereby delaying the progression of diabetic kidney disease (DKD) and exerting a nephroprotective effect. MethodsEight db/m mice were assigned to the normal group, and forty 8-week-old db/db mice were randomly divided into the model group, DSS low-dose group (8.39 g·kg-1), DSS medium-dose group (16.77 g·kg-1), DSS high-dose group (33.54 g·kg-1), and irbesartan group (0.025 g·kg-1), with eight mice in each group. All groups were administered the corresponding treatment by gavage once daily for 12 weeks. The normal and model groups received an equal volume of saline. During administration, changes in body weight, fasting blood glucose (FBG), and 24 hour urinary protein (24 h UTP) were observed. After 12 consecutive weeks of administration, hematoxylin-eosin (HE) staining and Masson's trichrome staining were used to observe renal histopathological changes in each group. The levels of reactive oxygen species (ROS) in renal tissue were detected using the dihydroethidium (DHE) method. The expression levels of superoxide dismutase (SOD) and malondialdehyde (MDA) in renal tissue were determined. Serum interleukin-1β (IL-1β) and interleukin-6 (IL-6) levels were measured using enzyme-linked immunosorbent assay (ELISA). The mRNA expression levels of RhoA, ROCK1, and NF-κB p65 in renal tissues were detected by Real-time quantitative polymerase chain reaction (Real-time PCR). Protein expression levels of fibronectin (FN), Collagen Ⅳ(Col Ⅳ), transforming growth factor-β1 (TGF-β1), RhoA, ROCK, and NF-κB p65 in renal tissues were determined by Western blot. ResultsCompared with the normal group, the model group showed significantly increased body weight, FBG, and 24 h UTP levels (P<0.01), elevated serum IL-1β and IL-6 levels, enlarged glomerular volume, diffuse mesangial expansion, increased mesangial matrix, and marked collagen fiber proliferation in renal tissues. SOD activity was decreased, while MDA, ROS, RhoA, ROCK1, and NF-κB p65 mRNA expression levels were increased (P<0.01), and the protein expression levels of FN, Col Ⅳ, TGF-β1, RhoA, ROCK, and NF-κB p65 were also elevated (P<0.01). Compared with the model group, the DSS low-, medium-, and high-dose groups and the irbesartan group showed reductions in body weight, FBG, and 24 h UTP, decreased serum IL-1β and IL-6 levels, varying degrees of improvement in renal histopathology, increased SOD activity, decreased MDA levels, reduced ROS expression, and significantly downregulated RhoA, ROCK1, and NF-κB p65 mRNA expression (P<0.05, P<0.01), as well as reduced protein expression levels of FN, Col Ⅳ, TGF-β1, RhoA, ROCK, and NF-κB p65 (P<0.05, P<0.01). ConclusionDSS can alleviate oxidative stress and inflammation, reduce extracellular matrix deposition, and delay renal fibrosis progression in db/db mice. Its mechanism may be related to the inhibition of the RhoA/ROCK/NF-κB signaling pathway, thereby exerting a therapeutic effect on DKD.
5.Effectiveness and safety of low-dose oral misoprostol solution for cervical ripening in the third trimester
Yike YANG ; Zhiheng YU ; Xunke GU ; Linlin CAO ; Huifeng SHI ; Yan WANG ; Yangyu ZHAO
Chinese Journal of Perinatal Medicine 2024;27(1):24-32
Objective:To investigate the effectiveness and safety of low-dose oral misoprostol solution for cervical ripening in late gestation.Methods:This was a prospective cohort study including 396 primiparas with singleton pregnancy who received low-dose oral misoprostol solution for cervical ripening (oral group) in Peking University Third Hospital from March to October 2022. They were further allocated to receive oral misoprostol alone (OA group, n=167) or oral misoprostol in combination with oxytocin/amniotomy (OC group, n=229). Moreover, 218 cases who received vaginal misoprostol for cervical ripening (vaginal group) during the same period in 2021 were reviewed (a retrospective cohort). Among them, 77 were given vaginal misoprostol alone (VA group) and 141 received vaginal misoprostol in combination with oxytocin/amniotomy (VC group). The OA group and VA group (72 and 73 cases) as well as the OC group and VC group (108 and 103 cases) were matched using propensity scores. Basic clinical information, hospital stay, duration of labor induction, uterine hyperstimulation, rate of labor initiation, vaginal delivery rate, rate of delivery within 24 h, duration of labor, neonatal condition, adverse pregnancy outcomes, and other information were compared between different groups. All data were statistically analyzed using independent sample t test, analysis of variance, nonparametric test, Chi-square test, or Fisher's exact probability test. Logistic regression model was used to analyze the factors affecting the labor initiation and the failure of labor induction. Results:The average hospital stay, the duration from medication to labor initiation and the duration from medication to vaginal delivery were significantly shorter in the oral group than those in the vaginal group [(5.4±2.4) vs. (6.5±2.6) d, (34.2±24.1) vs. (38.9±25.7) h, (45.8±25.8) vs. (53.4±27.8) h; t=5.24, 2.10 and 3.39; all P<0.05]. The total labor initiation rate and vaginal delivery rate in the oral group were significantly higher than those in the vaginal group [92.9% (368/396) vs. 83.5% (182/218), 72.2% (286/396) vs. 60.1% (131/218); χ 2=13.43 and 9.50; both P<0.05]. The incidence of failed induction of labor, uterine hyperstimulation, fetal distress, and intrauterine infection in the oral group were lower than those in the vaginal group [2.0% (8/396) vs. 6.9% (15/218), 4.3% (17/396) vs. 17.9% (39/218), 8.8% (35/396) vs. 14.7% (32/218), 1.3% (5/396) vs. 3.7% (8/218); χ 2=9.21, 31.36, 4.93 and 3.93; all P<0.05]. The duration from medication to labor initiation and to vaginal delivery in the OA group were higher than those in the VA group [(25.8±17.0) vs. (17.4±10.8) h, (37.2±18.8) vs. (29.7±13.5) h; t=3.49 and 2.74; both P<0.05]. There were no significant differences in the labor initiation rate, vaginal delivery rate, rate of delivery within 24 h or the incidence of failed induction of labor between the OA and VA groups (all P>0.05). Women in the VA group were more likely to develop uterine hyperstimulation than those in the OA group [19.2% (14/73) vs. 4.2% (3/72), χ2=7.89, P=0.005]. There were no significant differences in the duration from medication to labor initiation or to vaginal delivery between the VC and OC groups (both P>0.05), but the duration were significantly longer than those in the corresponding medication alone group (VC vs. VA groups: (49.7±24.6) vs. (17.4±10.8) h and (61.6±25.7) vs. (29.7±13.5) h, t=5.31 and 5.13, both P<0.05; OC vs. OA groups: (45.3±26.6) vs. (25.8±17.0) h and (56.1±27.2) vs. (37.2±18.8) h, t=10.35 and 9.78, both P<0.05]. The labor initiation rate, vaginal delivery rate and rate of delivery within 24 h in the OC group were higher than those in the VC group [88.9% (96/108) vs. 77% (87/113), 63.0% (68/108) vs. 47.8% (54/113), 10.3% (7/108) vs. 0.0% (0/113); χ 2=5.49, 5.14 and 7.56; all P<0.05]. The incidence of uterine hyperstimulation in the OC group was 4.6% (5/108), which was lower than that in the VC group [18.6% (21/113), χ 2=10.37, P=0.001]. Logistic regression analysis showed that oral misoprostol and gestational age were positively correlated with labor initiation [ OR (95% CI): 2.18 (1.24-3.90) and 1.43 (1.14-1.79)], while maternal age was negatively correlated with labor initiation [ OR (95% CI): 0.90 (0.82-0.98)]. Moreover, failed induction of labor was negatively correlated with oral misoprostol [ OR (95% CI): 0.37 (0.14-0.91)], but positively correlated with maternal age [ OR (95% CI): 1.21 (1.05-1.40)]. Conclusions:Oral administration of low-dose misoprostol solution is as effective as vaginal misoprostol in promoting cervical ripening. Besides, it can shorten the average hospital stay and reduce the incidence of uterine hyperstimulation, suggesting that low-dose oral misoprostol solution is relatively safer and can be used to promote cervical ripening in late gestation.
6.Oral Proactive Healthcare and Obesity
Jing CUI ; Hanze DU ; Wenhao ZHAI ; Linlin WEN ; Lei HUANG ; Shi CHEN ; Daowei LI ; Hui PAN
Medical Journal of Peking Union Medical College Hospital 2024;15(2):450-455
Oral health is closely related to systemic health. Common chronic oral diseases, periodontitis and periapical inflammation for example, not only affect the health of oral soft and hard tissues including the alveolar bone and gums, but may also cause changes in systemic conditions such as chronic low-grade inflammation, elevated oxidative stress levels, and dysbiosis of the microbiota. These changes in systemic health can exacerbate the progression of obesity. Therefore, through proactive oral health interventions such as maintaining good oral hygiene habits, modifying dietary structures, and undergoing oral examinations, it is possible to effectively prevent and alleviate inflammatory oral diseases, and actively intervene in obesity. This article delves into the impact of inflammatory oral diseases on obesity and their underlying mechanisms, defines the concept of "oral proactive healthcare", and systematically summarizes their preventive and therapeutic effects on inflammatory oral diseases, thereby demonstrating the potential of improving obesity through proactive oral health strategies.
7.The Correlation between Tooth Brushing Frequency and Blood Indicators in Adolescents: A Cross-sectional Observational Study
Xu ZHANG ; Hanze DU ; Wenhao ZHAI ; Shuaihua SONG ; Xiaoyuan GUO ; Linlin WEN ; Lei HUANG ; Shi CHEN ; Daowei LI ; Hui PAN
Medical Journal of Peking Union Medical College Hospital 2024;15(4):960-967
To analyze the effects of tooth brushing frequency on blood indicators among adolescents and to preliminarily explore the effects of tooth brushing frequency on general health. Using convenience sampling method, the study included the students of class 2021 of Jining No. 7 Middle School and student athletes from the Jining Sports Training Center. Univariate and multivariate linear regression analyses were used to investigate the correlation between tooth brushing frequency and blood indicators such as eosinophil percentage (EOS%), eosinophil count (EOS#), basophil percentage (BAS%), basophil count (BAS#), superoxide dismutase (SOD), insulin-like growth factor 1 (IGF-1) and uric acid (UA). A total of 305 students were included (167 from Jining No. 7 Middle School, 138 from Jining Sports Training Centre), with 192 (62.95%) males and 113 (37.05%) females. They were divided into three groups based on daily teeth brushing frequency: ≤1 time (40.33%, 123/305), 2 times (53.77%, 164/305), and ≥3 times (5.90%, 18/305).Univariate linear regression analysis showed that brushing twice daily was negatively correlated with EOS%, EOS#, BAS%, and BAS#(all The adolescent tooth brushing frequency correlates with several blood indicators affecting general health, suggesting that there may be a potential association between oral health and general health.
8.Synthesis,antioxidant and anti-hypoxia activities of 6-hydroxygenistein and its methylated derivatives
Pengpeng ZHANG ; Jie ZHANG ; Yiting TIAN ; Zhiqun SHI ; Huiping MA ; Linlin JING
Journal of Central South University(Medical Sciences) 2024;49(2):236-246
Objective:Hypoxia is a common pathological phenomenon,usually caused by insufficient oxygen supply or inability to use oxygen effectively.Hydroxylated and methoxylated flavonoids have significant anti-hypoxia activity.This study aims to explore the synthesis,antioxidant and anti-hypoxia activities of 6-hydroxygenistein(6-OHG)and its methoxylated derivatives. Methods:The 6-OHG and its methoxylated derivatives,including 4',6,7-trimethoxy-5-hydroxyisoflavone(compound 3),4',5,6,7-tetramethoxyisoflavone(compound 4),4',6-imethoxy-5,7-dihydroxyisoflavone(compound 6),and 4'-methoxy-5,6,7-trihydroxyisoflavone(compound 7),were synthesized by methylation,bromination,methoxylation,and demethylation using biochanin A as raw material.The structure of these products were characterized by 1hydrogen-nuclear magnetic resonance spectroscopy(1H-NMR)and mass spectrometry(MS).The purity of these compounds was detected by high pressure chromatography(HPLC).The antioxidant activity in vitro was investigated by 1,1-diphenyl-2-picrylhydrazyl radical(DPPH)free radical scavenging assay.PC12 cells were divided into a normal group,a hypoxia model group,rutin(1×10-9-1×10-5 mol/L)groups,and target compounds(1×10-9-1×10-5 mol/L)groups under normal and hypoxic conditions.Cell viability was detected by cell counting kit-8(CCK-8)assay,the target compounds with excellent anti-hypoxia activity and the drug concentration at the maximum anti-hypoxia activity were screened.PC12 cells were treated with the optimal concentration of the target compound or rutin with excellent anti-hypoxia activity,and the cell morphology was observed under light microscope.The apoptotic rate was determined by flow cytometry,and the expressions of hypoxia inducible factor-1α(HIF-1α)and vascular endothelial growth factor(VEGF)were detected by Western blotting. Results:The structure of 6-OHG and its 4 methylated derivatives were correct,and the purity was all more than 97%.When the concentration was 4 mmol/L,the DPPH free radical removal rates of chemical compounds 7 and 6-OHG were 81.16%and 86.94%,respectively,which were higher than those of rutin,the positive control.The removal rates of chemical compounds 3,4,and 6 were all lower than 20%.Compared with the normal group,the cell viability of the hypoxia model group was significantly decreased(P<0.01).Compared with the hypoxia model group,compounds 3,4,and 6 had no significant effect on cell viability under hypoxic conditions.At all experimental concentrations,the cell viability of the 6-OHG group was significantly higher than that of the hypoxia model group(all P<0.05).The cell viability of compound 7 group at 1×10-7 and 1×10-6 mol/L was significantly higher than that of the hypoxia model group(both P<0.05).The anti-hypoxia activity of 6-OHG and compound 7 was excellent,and the optimal drug concentration was 1×10-6 and 1×10-7 mol/L.After PC12 cells was treated with 6-OHG(1×10-6 mol/L)and compound 7(1×10-7 mol/L),the cell damage was reduced,the apoptotic rate was significantly decreased(P<0.01),and the protein expression levels of HIF-1α and VEGF were significantly decreased in comparison with the hypoxia model group(both P<0.01). Conclusion:The optimized synthesis route can increase the yield of 6-OHG and obtain 4 derivatives by methylation and selective demethylation.6-OHG and compound 7 have excellent antioxidant and anti-hypoxia activities,which are related to the structure of the A-ring ortho-triphenol hydroxyl group in the molecule.
9.Influencing factors for rapidly or slowly progressive brainstem infarction
Jingjing SHI ; Mengmeng CAI ; Linlin CHAO
Journal of Apoplexy and Nervous Diseases 2024;41(6):550-554
Objective To investigate the influencing factors for slowly progressive brainstem infarction and rapidly progressive brainstem infarction in patients with severe stenosis or occlusion of basilar artery.Methods A retrospective analysis was performed for 501 patients who attended Zhengzhou University People's Hospital from January 2013 to Decem-ber 2022 and were diagnosed with first-episode brainstem infarction after severe stenosis or occlusion of basilar artery by HR-MRI.The core volume of brainstem infarction was manually calculated,and the distribution of brainstem infarct vol-ume was analyzed.According to brainstem infarct volume and the time from stroke attack to imaging,the patients were di-vided into slowly progressive brainstem infarction group(0-<1 ml,6-24 hours)and rapidly progressive brainstem infarc-tion group(>5 ml,0-<6 hours),and the two groups were compared in terms of risk factors and collateral circula-tion.Results The 501 patients with severe stenosis or occlusion of basilar artery had a mean age of 66.14±10.37 years,among whom 39.13%were male patients.According to predefined thresholds,29 patients(16.29%)with severe stenosis or occlusion of basilar artery in the time window of 0-<6 hours were diagnosed with rapidly progressive brainstem infarc-tion,and 56 patients(17.34%)in the time window of 6-24 hours were diagnosed with slowly progressive brainstem infarc-tion.There were no significant differences between the two groups in the risk factors such as age,sex,NIHSS score,hy-pertension,diabetes,hyperlipidemia,and history of atrial fibrillation,coronary artery disease,and smoking.The Pear-son correlation analysis showed that collateral circulation in patients with severe stenosis or occlusion of the basilar artery was negatively correlated with rapidly progressive brainstem infarction(r=-0.619,P<0.001).Conclusions After se-vere stenosis or occlusion of the basilar artery,patients with good collateral circulation often have slowly progressive brain-stem infarction,while patients with poor collateral circulation often have rapidly progressive brainstem infarction.
10.Visualization analysis of predictive model of acute kidney injury in patients with sepsis by online dynamic nomogram: research on development and validation of application
Jing LI ; Runqi MENG ; Luheng GUO ; Linlin GU ; Cuiping HAO ; Meng SHI
Chinese Critical Care Medicine 2024;36(10):1069-1074
Objective:To explore the risk factors of septic acute kidney injury (sAKI) in patients with sepsis, construct a predictive model for sAKI, verify the predictive value of the model, and develop a dynamic nomogram to help clinical doctors identify patients with high-risk sAKI earlier and more easily.Methods:A cross-sectional study was conducted. A total of 245 patients with sepsis admitted to intensive care unit (ICU) of the Affiliated Hospital of Jining Medical University from May 2013 to November 2023 were enrolled as the research subjects. The patients were divided into sAKI group and non-sAKI group based on whether they suffered from sAKI during ICU hospitalization. The differences of the demographic, clinical and laboratory indicators of patients between the two groups were compared. Logistic ordinal regression analysis was performed to analyze the imbalanced variables between the two groups, and to construct a sAKI predictive model. The predictive value of the sAKI predictive model was evaluated through 5-fold cross validation, calibration curve, and decision curve analysis (DCA), and to develop an online dynamic nomogram for the predictive model.Results:A total of 245 patients were enrolled in the final analysis. 110 (44.9%) patients developed sAKI during ICU hospitalization and 135 (55.1%) patients did not develop sAKI. Compared with the non-sAKI group, the patients in the sAKI group had higher ratios of female, hypertension, invasive mechanical ventilation (IMV), renal replacement therapy (RRT), vasopressin usage, and neutrophil count (NEU), aspartate aminotransferase (AST), blood urea nitrogen (BUN), serum creatinine (SCr), uric acid (UA), Na +, K +, procalcitonin (PCT), acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) score, and sequential organ failure assessment (SOFA) score. Multivariate Logistic ordinal regression analysis showed that female [odd ratio ( OR) = 2.208, 95% confidence interval (95% CI) was 1.073-4.323, P = 0.020], hypertension ( OR = 2.422, 95% CI was 1.255-5.073, P = 0.012), vasopressin usage ( OR = 2.888, 95% CI was 1.380-6.679, P = 0.002), and SCr ( OR = 1.015, 95% CI was 1.009-1.024, P < 0.001) were independent risk factors for sAKI in septic patients, and a sAKI predictive model was constructed: ln[ P/(1+ P)] = -4.665+0.792×female+0.885×hypertension+1.060×vasopressin usage+0.015×SCr. The 5-fold cross validation showed that the average area under the receiver operator characteristic curve (AUC) was 0.860, indicating the sAKI predictive model had a good performance. The calibration curve analysis showed that the calibration degree of the sAKI predictive model was good. DCA showed that the net profit of the sAKI predictive model was relatively high. A static nomogram and an online dynamic nomogram were constructed for the sAKI predictive model. Compared with the static nomogram, the dynamic nomogram allowed for manual selection of corresponding patient characteristics and viewing the corresponding sAKI risk directly. Conclusions:Female, hypertension, vasopressin usage, and SCr are the main risk factors for sAKI in patients with sepsis. The sAKI predictive model constructed based on these factors can help clinical doctors identifying high-risk patients as early as possible, and intervene in a timely manner to provide preventive effects. Compared with the common static nomogram, online dynamic nomogram can make predictive models clearer, more intuitive, and easier.


Result Analysis
Print
Save
E-mail