1.Hei Xiaoyaosan Ameliorates Cognitive Impairment in Rat Model of Alzheimer's Disease by Clearing Peripheral Aβ via AMPK/SREBP2/PCSK9/LRP-1 Signaling Pathway
Zifan NIE ; Yingchuan MA ; Wenli PEI ; Yumei HAN ; Jiao YANG ; Ruixue JIN ; Qian WANG ; Huping WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(22):61-73
ObjectiveTo investigate the mechanism of Hei Xiaoyaosan (HXS) in ameliorating cognitive impairment in the rat model of Alzheimer's disease (AD) by regulating the adenosine 5'-monophosphate-activated protein kinase (AMPK)/sterol regulatory element-binding protein 2 (SREBP2)/proprotein convertase subtilisin/kexin type 9 (PCSK9)/low-density lipoprotein receptor-related protein 1 (LRP-1) signaling pathway to clear amyloid-β (Aβ) from the peripheral circulation. MethodsNinety 8-week-old specific pathogen-free (SPF)-grade male Sprague-Dawley (SD) rats were acclimatized for 1 week. After acclimatization, 10 rats were randomly selected as the blank control group, and the remaining 80 rats were prepared for surgical modeling. Among the 80 rats for modeling, 70 were anesthetized and injected with 1 μL of amyloid-β1-42 (Aβ1-42) solution into the bilateral hippocampal CA1 region for the modeling of AD, and the remaining 10 were assigned to the sham operation group, which received an injection of 1 μL normal saline at the same anatomical site. The successfully modeled rats were randomly assigned into 6 groups (n=10 per group): a model group, a donepezil hydrochloride group, an acadesine (AICAR, an AMPK agonist) group, and high-, medium-, and low-dose HXS groups. After 42 consecutive days of administration intervention, the Morris water maze test and T-maze test were performed to evaluate the learning and memory abilities of rats. Fluoro-Jade B (FJB) staining was conducted to observe pathological changes of neurons in the rat hippocampus, and thioflavin S staining to quantify the area of Aβ deposition in the hippocampal region. Immunofluorescence double staining (IF-DS) was performed to detect the expression of LRP-1 and Aβ signals in the liver tissue. Enzyme-linked immunosorbent assay (ELISA) was employed to measure the levels of Aβ1-42 and soluble LRP-1 (sLRP-1) in the serum. Western blot was performed to determine the protein levels of AMPK, phosphorylated AMPK (p-AMPK), SREBP2, PCSK9, and LRP-1 in the liver tissue. Real time polymerase chain reaction(Real-time PCR) was adopted to assess the mRNA levels of AMPK, SREBP2, PCSK9, and LRP-1 in the liver tissue. ResultsCompared with the blank control group, the model group showed increased total swimming distance on day 6 and path length in the target quadrant on day 7 (P<0.01), a decreased correct alternation rate in the T-maze test (P<0.01), disarrangement of hippocampal neurons, increased FJB-positive cells (P<0.01), enlarged area of Aβ deposition (P<0.01). reduced LRP-1 fluorescence signals and enhanced Aβ fluorescence signals in the liver tissue (P<0.01), elevated serum level of Aβ1-42, declined serum level of sLRP-1 (P<0.01), downregulated protein levels of p-AMPK and LRP-1 as well as mRNA levels of AMPK and LRP-1, and upregulated protein and mRNA levels of SREBP2 and PCSK9 in the liver tissue (P<0.01). Compared with the model group, the high-dose HXS group, donepezil hydrochloride group, and AICAR group exhibited reduced total swimming distance and target quadrant path length (P<0.05, P<0.01), an increased correct alternation rate in the T-maze test (P<0.05), decreased FJB-positive cells (P<0.01), reduced Aβ deposition (P<0.01) in the hippocampal tissue, enhanced LRP-1 signals and weakened Aβ signals in the liver tissue (P<0.01), a declined serum level of Aβ1-42 and an elevated serum level of sLRP-1 (P<0.01), upregulated protein levels of p-AMPK and LRP-1 as well as mRNA levels of AMPK and LRP-1, and downregulated protein and mRNA levels of SREBP2 and PCSK9 in the liver tissue (P<0.01). ConclusionHei Xiaoyaosan can regulate the AMPK/SREBP2/PCSK9/LRP-1 signaling pathway to enhance the clearance of peripheral Aβ by the liver tissue and reduce Aβ deposition in the brain, thereby improving the learning and memory abilities of AD rats.
2.Hei Xiaoyaosan Inhibits AEP to Prevent and Treat Alzheimer's Disease
Yumei HAN ; Wenli PEI ; Zifan NIE ; Yingchuan MA ; Jiao YANG ; Huping WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(22):74-82
ObjectiveTo investigate the role and mechanism of Hei Xiaoyaosan in regulating asparaginyl endopeptidase (AEP) to inhibit tau protein (tau) phosphorylation, amyloid-beta protein (Aβ) deposition, and neuroinflammation in the prevention and treatment of Alzheimer's disease (AD). MethodsNinety SPF-grade SD male rats of 8 weeks old were selected and randomly grouped as follows: 10 rats in the blank group, 10 rats in the sham group (bilateral hippocampus injected with 1 μL normal saline), and 70 rats in the modeling group (bilateral hippocampus injected with 1 μL Aβ1-42 solution for the modeling of AD). Fifty successfully modeled rats were selected and randomly assigned into the model, donepezil hydrochloride (positive control, 0.45 mg·kg-1), and high-, medium-, and low-dose (15.30, 7.65, and 3.82 g·kg-1, respectively) Hei Xiaoyaosan groups. Rats were administrated with corresponding agents by gavage once a day for 42 days. Morris water maze and Y maze tests were carried out to assess the cognitive abilities of rats. Hematoxylin-eosin (HE) staining was employed to observe morphological changes in hippocampal neurons, and immunohistochemistry (IHC) was employed to assess phosphorylation (p)-tau and Aβ expression in the hippocampal tissue of rats. Enzyme-linked immunosorbent assay (ELISA) was employed to measure the levels of interleukin-1 beta (IL-1β), interleukin-18 (IL-18), and Aβ1-42 in the hippocampal tissue. Western blot was employed to determine the protein levels of AEP, tau, phosphorylated tau (p-tau), α-Syn (α-Syn), phosphorylated α-Syn (p-α-Syn), Toll-like receptor 2 (TLR2), and NOD-like receptor thermal protein domain associated protein 3 (NLRP3). Real time polymerase chain reaction (Real-time PCR) was employed to determine the mRNA levels of AEP, tau, α-Syn, TLR2, and NLRP3. ResultsCompared with the blank group, the model group showed prolonged escape latency, a decreased percentage of time spent in the platform quadrant, and a decreased alternation rate (P<0.01), a reduced number, shrinkage, and increased vacuoles of hippocampal neurons, increased expression of p-tau and Aβ in the hippocampus (P<0.01), elevated levels of IL-1β, IL-18, and Aβ1-42, up-regulated protein and mRNA levels of AEP, tau, α-Syn, TLR2, and NLRP3, and up-regulated protein levels of p-tau and p-α-Syn (P<0.01). Compared with the model group, the positive control group and the high-dose Hei Xiaoyaosan group exhibited shortened escape latency (P<0.01), an increased percentage of retention time in the target quadrant, an increased alternation response rate (P<0.05, P<0.01), alleviated neuronal shrinkage, regular morphology and arrangement of neurons in the hippocampal tissue, lowered levels of p-tau and Aβ in the hippocampal tissue (P<0.05, P<0.01), declined levels of IL-1β, IL-18, and Aβ1-42, downregulated mRNA and protein levels of AEP, tau, α-Syn, TLR2, and NLRP3, and downregulated protein levels of p-tau and p-α-Syn (P<0.05, P<0.01). ConclusionHei Xiaoyaosan can protect hippocampal neurons and ameliorate cognitive impairment in the rat model of AD. Specifically, it may inhibit AEP to regulate tau phosphorylation, Aβ deposition, and neuroinflammation.
3.Hei Xiaoyaosan Ameliorates Cognitive Impairment in Rat Model of Alzheimer's Disease by Activating Autophagy Through Regulating AMPK/ULK1 Signaling Pathway
Wenli PEI ; Yumei HAN ; Zifan NIE ; Yingchuan MA ; Ruixue JIN ; Qian WANG ; Jiao YANG ; Huping WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(22):91-101
ObjectiveTo investigate the effect and mechanism of Hei Xiaoyaosan in preventing and treating Alzheimer's disease (AD) by activating autophagy through regulating the adenosine monophosphate-activated protein kinase (AMPK)/UNC-51 like autophagy activating kinase 1 (ULK1) signaling pathway. MethodsNinety 8-week-old male SPF-grade SD rats were selected and randomized into two groups: a blank control group (n=10) and a modeling group (n=80). From the modeling group, 10 rats were randomly assigned as a sham group (bilateral hippocampal injection of 1 μL normal saline), while the remaining 70 rats were injected with 1 μL Aβ1-42 solution bilaterally into the hippocampus to replicate the AD model. The Morris water maze test was conducted to screen the successfully modeled rats, which were then randomly allocated to the model, donepezil hydrochloride, 5-aminoimidazole-4-carboxamide 1-β-D-ribofuranoside (AICAR, an AMPK agonist), and high-, medium-, and low-dose Hei Xiaoyaosan groups, with 10 rats per group. After 42 days of drug intervention, the Morris water maze and open field tests were conducted to assess learning and memory abilities and motor function. Pathological changes in the hippocampal tissue were observed by Nissl staining, and autophagy-related pathological damage was examined via transmission electron microscopy (TEM). The expression of LC3 in the hippocampus was observed by immunofluorescence staining. The protein levels of AMPK, phosphorylate (p)-AMPK, ULK1, p-ULK1, p62, and autophagy related 7 (Atg7) were determined by Western blot, while the mRNA levels of AMPK and ULK1 were measured by Real-time polymerase chain reaction (Real-time PCR). ResultsCompared with the blank control group, the model group showed increased escape latency (P<0.01) and decreased platform crossings (P<0.01) on day 6 in the water maze test, reduced total distance traveled and average speed in the open field test (P<0.01), disarranged neurons with Nissl body loss and evident autophagic damage, weakened LC3 fluorescence signal (P<0.01), downregulated protein levels of p-AMPK, p-ULK1, and Atg7 and mRNA levels of AMPK and ULK1 in the hippocampus (P<0.01), and upregulated protein level of p62 (P<0.01). Compared with the model group, the positive drug group, high-dose Hei Xiaoyaosan group, and AICAR group showed decreased escape latency (P<0.05, P<0.01) and increased platform crossings (P<0.01) on day 6, and increased total distance traveled and average speed in the open field test (P<0.05). The positive drug group, high- and medium-dose Hei Xiaoyaosan groups, and the AICAR group showed alleviated cellular structural damage, regular neuronal arrangement, increased Nissl bodies, and orderly distribution of autophagosomes. Furthermore, the LC3 fluorescence intensity was enhanced in the positive drug group, high- and medium-dose Hei Xiaoyaosan groups, and the AICAR group (P<0.01). The positive drug group, high-dose Hei Xiaoyaosan group, and the AICAR group exhibited upregulated protein and mRNA levels of p-AMPK and p-ULK1 (P<0.05, P<0.01), upregulated protein level of Atg7 (P<0.05, P<0.01), and downregulated protein level of p62 (P<0.01). ConclusionHei Xiaoyaosan can improve learning and memory abilities and alleviate pathological status in the rat model of AD by regulating the AMPK/ULK1 signaling pathway, enhancing cellular autophagy, and repairing damaged nerve cells.
4.Construction of a theoretical framework for factors influencing the use of intravenous therapy specialist nurses based on grounded theory
Shengxiao NIE ; Kui SONG ; Yanfen SHEN ; Jingli KOU ; Pei WANG ; Lei LI ; Kaili ZHANG ; Hong SUN
Chinese Journal of Modern Nursing 2025;31(33):4497-4505
Objective:To explore the influencing factors of the use of intravenous therapy specialist nurses and construct a theoretical framework, so as to provide reference for developing intervention measures and improving the use of intravenous therapy specialist nurses.Methods:The grounded theory research method was used. From July to August 2024, 17 intravenous therapy managers/specialist nurses from six ClassⅢ Grade A hospitals in Beijing City and Hebei Province were selected through purposive and theoretical sampling for semi-structured interviews. NVivo 12.0 was used for data analysis, including open, axial, and selective coding.Results:A total of 79 initial concepts were extracted and summarized into 25 domains, which were consolidated into five main domains, including organizational management and support, personal characteristics and professional identity, team collaboration and communication, work performance and incentive mechanisms, and external environment and opportunities. On this basis, a theoretical framework for factors influencing the use of intravenous therapy specialist nurses was constructed.Conclusions:This study constructs a theoretical framework for factors influencing the use of intravenous therapy specialist nurses. Managers can leverage this theoretical framework to develop targeted intervention strategies that enhance the effectiveness of intravenous therapy specialist nurses and optimize the allocation of nursing human resources.
5.Study on the differences in dual-energy CT findings and clinical and laboratory indicators of frequent versus infrequent gout flares in the feet and ankles
Meihan CHEN ; Pei NIE ; Xiaoli LI ; Tong YU ; Fengjiao LI ; Changgui LI ; Ying CHEN ; Lin HAN ; Wenjian XU
Journal of Practical Radiology 2025;41(7):1177-1181,1233
Objective To explore the differences in the radiological features,clinical,and laboratory indicators of frequent versus infrequent gout flares in the feet and ankles using dual-energy computed tomography(DECT).Methods A retrospective selection was made on 385 gout patients,who were divided into the frequent flare group(≥2 gout attacks per year,219 cases)and the infre-quent flare group(<2 gout attacks per year,166 cases).Clinical data,laboratory indicators,and DECT imaging findings were col-lected for statistical analysis.Binary logistic regression was used to analyze the independent risk factors for frequent gout flares and receiver operating characteristic(ROC)curve was plotted.Results Statistically significant differences were found between the fre-quent flare group and the infrequent flare group in terms of disease duration,body mass index(BMI),blood pressure,triglyceride(TG),serum uric acid(SUA),monosodium urate(MSU)crystal deposition,total volume of MSU crystals,maximum diameter of individ-ual tophi,number of affected joints,bone erosion,maximum depth of bone erosion,soft tissue swelling,bone proliferation and sclero-sis,and joint space narrowing(P<0.05).SUA levels,MSU crystal deposition,total volume of MSU crystals,and maximum depth of bone erosion were identified as independent risk factors for frequent gout(P<0.05).Both the combination of four factors model and the maximum depth of bone erosion model had better diagnostic efficacy.Conclusion Gout patients with high SUA levels,MSU crystal deposition,larger total volume of MSU crystals,and greater maximum depth of bone erosion are more likely to experience frequent gout attacks.Patients with bone erosion depth>3.200 mm are more likely identified early as having frequent gout.
6.The value of coronary CT angiography-based traditional features and radiomics in identification of culprit plaques to cause acute myocardial infarction
Pei NIE ; Shuo ZHANG ; Yan DENG ; Shifeng YANG ; Xinxin YU ; Kaiyue ZHI ; He ZHU ; Peng LI ; Jingjing CUI ; Wenjing CHEN ; Yanmei WANG ; Yuchao XU ; Dapeng HAO ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1017-1028
Objective:To investigate the value of coronary CTA (CCTA)-based traditional features and radiomics of plaque in the identification of culprit lesions that caused acute myocardial infarction (AMI).Methods:This was a retrospective multicenter study. From July 2016 to November 2023, a total of 344 patients from the Affiliated Hospital of Qingdao University (training cohort, n=184), Shandong Provincial Hospital Affiliated to Shandong First Medical University (validation cohort, n=88) and Qilu Hospital of Shandong University (test cohort, n=72) who received percutaneous coronary intervention (PCI) due to AMI and underwent CCTA within 48 hours of AMI were enrolled. The culprit plaques and non-culprit plaques were identified using a combination of electrocardiogram, CCTA, and angiographic findings. The vessel, plaque location, plaque type, Coronary Artery Disease-Reporting and Data System (CAD-RADS) score, high-risk plaque characteristics, plaque length, plaque volume, and burden were analyzed, and 1 904 radiomics features were extracted for each plaque. The traditional imaging model, the radiomics model, and the combined model were established by using multivariate Logistic regression analysis. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each model in identifying culprit lesions. The DeLong test was used for the comparison of AUC between every two models. The net reclassification index (NRI) was used to evaluate the incremental value of the combined model to the traditional imaging model and the radiomics model. The decision curve analysis (DCA) was used to assess the clinical net benefit of these models. A correlation heatmap was used to evaluate the correlation between the radiomics score and traditional CCTA factors. The interpretable analysis of the decision process of the combined model was performed by the Shapley Additive exPlanations (SHAP). Results:In the validation cohort and the test cohort, the AUC of the traditional imaging model developed by the vessel, plaque type, positive remodeling and CAD-RADS score was 0.898 (95% CI 0.869-0.922) and 0.881 (95% CI 0.848-0.910), respectively. The radiomics model developed by six radiomics features was 0.863 (95% CI 0.831-0.891) and 0.863 (95% CI 0.827-0.864), respectively. The AUC of the combined model was 0.930 (95% CI 0.905-0.950)and 0.919 (95% CI 0.889-0.942), respectively. In the validation cohort and the test cohort, the AUC of the combined model was higher than that of the traditional imaging model ( Z=4.013, 4.272, P<0.001) and that of the radiomics model ( Z=4.819, 3.784, P<0.001), respectively. In the validation cohort, the combined model yielded an NRI of 20.43% (95% CI 10.43%-30.44%, P<0.001) and 20.21% (95% CI 9.62%-30.80%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. In the test cohort, the combined model yielded an NRI of 28.05% (95% CI 16.72%-39.38%, P<0.001) and 23.57% (95% CI 13.58%-33.56%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. DCA showed the combined model had the highest clinical net benefit. The correlation heatmap showed the radiomics score was not correlated or only weakly correlated with traditional CCTA factors. SHAP indicated the radiomics and CAD-RADS score contributed significantly to the model. Conclusion:The CCTA-based traditional features and radiomics of plaque have favorable performance for the identification of culprit plaques in patients with AMI.
7.Research progress in clinical application of sutureless scleral fixation of posterior chamber intraocular lens
Zonglong HAO ; Lili NIE ; Ying PEI
Journal of Jilin University(Medicine Edition) 2025;51(2):549-556
Sutureless scleral fixation of posterior chamber intraocular lens(SSF-PCIOL)is a technique mainly employed for the implantation and fixation of intraocular lens(IOL)when there is insufficient support from the crystalline lens capsule.In terms of clinical effects,SSF-PCIOL offers the advantages of improved visual quality and enhanced IOL stability in the patients.The surgical technique for SSF-PCIOL has evolved from the transvitreal scleral fixation approach,to the fibrin glue assisted approach,and then to the transconjunctival approach.The types of IOL available for clinical use have also shifted from traditional three-piece designs to specialized IOL designed for scleral fixation.SSF-PCIOL can be carried out in combination with other ophthalmic procedures and advanced auxiliary equipment to increase the precision of surgical procedures and the objectivity of outcome assessments while minimizing surgical trauma in the patients and ensuring surgical outcomes.This review discusses the evolution of SSF-PCIOL techniques,the characteristics of available IOL types,the synergistic application of combined procedures and auxiliary equipment,and the comprehensive evaluation of clinical outcomes,with the aim of providing clinical evidence for further refinement of the technique and offering references for surgical options for the patients with insufficient crystalline lens capsule support.
8.MR ultrashort echo time and T1W sequences for detecting bone erosions of gouty arthritis
Tong YU ; Xiaoli LI ; Pei NIE ; Ying CHEN ; Lin HAN ; Meihan CHEN ; Fengjiao LI ; Xin HUANG ; Changgui LI ; Wenjian XU
Chinese Journal of Medical Imaging Technology 2025;41(3):452-456
Objective To compare the value of ultrashort echo time(UTE)and T1W sequences for detecting bone erosions of gouty arthritis.Methods Forty-four gouty patients were prospectively enrolled,including 32 cases with affected feet and 12 cases with affected knee.MR UTE and T1W sequence scanning of the affected area were performed,and subjectively scoring of imaging quality of 2 kinds of MRI were evaluated,respectively.Then total number and total score of bone erosions of each case were calculated according to all affected bones.Taken DECT as reference standard,the efficacy of UTE and T1WI for detecting bone erosions was assessed through comparing with DECT using Kappa coefficient.Results The imaging quality score of T1WI was lower than that of DECT(all P<0.05),while no significant difference was found between UTE and DECT(all P>0.05).There was high agreement between UTE and DECT for detecting bone erosions(κ=0.949),while the agreement between T1WI and DECT ranged from good to high(κ=0.718 to 0.805).The total number and total score of bone erosions based on T1WI were significantly lower than those based on DECT(all P<0.05),while no significant difference was found between UTE and DECT(all P>0.05).Conclusion UTE was better than T1WI for detecting bone erosions of gouty arthritis.
9.Construction of a theoretical framework for factors influencing the use of intravenous therapy specialist nurses based on grounded theory
Shengxiao NIE ; Kui SONG ; Yanfen SHEN ; Jingli KOU ; Pei WANG ; Lei LI ; Kaili ZHANG ; Hong SUN
Chinese Journal of Modern Nursing 2025;31(33):4497-4505
Objective:To explore the influencing factors of the use of intravenous therapy specialist nurses and construct a theoretical framework, so as to provide reference for developing intervention measures and improving the use of intravenous therapy specialist nurses.Methods:The grounded theory research method was used. From July to August 2024, 17 intravenous therapy managers/specialist nurses from six ClassⅢ Grade A hospitals in Beijing City and Hebei Province were selected through purposive and theoretical sampling for semi-structured interviews. NVivo 12.0 was used for data analysis, including open, axial, and selective coding.Results:A total of 79 initial concepts were extracted and summarized into 25 domains, which were consolidated into five main domains, including organizational management and support, personal characteristics and professional identity, team collaboration and communication, work performance and incentive mechanisms, and external environment and opportunities. On this basis, a theoretical framework for factors influencing the use of intravenous therapy specialist nurses was constructed.Conclusions:This study constructs a theoretical framework for factors influencing the use of intravenous therapy specialist nurses. Managers can leverage this theoretical framework to develop targeted intervention strategies that enhance the effectiveness of intravenous therapy specialist nurses and optimize the allocation of nursing human resources.
10.The value of coronary CT angiography-based traditional features and radiomics in identification of culprit plaques to cause acute myocardial infarction
Pei NIE ; Shuo ZHANG ; Yan DENG ; Shifeng YANG ; Xinxin YU ; Kaiyue ZHI ; He ZHU ; Peng LI ; Jingjing CUI ; Wenjing CHEN ; Yanmei WANG ; Yuchao XU ; Dapeng HAO ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1017-1028
Objective:To investigate the value of coronary CTA (CCTA)-based traditional features and radiomics of plaque in the identification of culprit lesions that caused acute myocardial infarction (AMI).Methods:This was a retrospective multicenter study. From July 2016 to November 2023, a total of 344 patients from the Affiliated Hospital of Qingdao University (training cohort, n=184), Shandong Provincial Hospital Affiliated to Shandong First Medical University (validation cohort, n=88) and Qilu Hospital of Shandong University (test cohort, n=72) who received percutaneous coronary intervention (PCI) due to AMI and underwent CCTA within 48 hours of AMI were enrolled. The culprit plaques and non-culprit plaques were identified using a combination of electrocardiogram, CCTA, and angiographic findings. The vessel, plaque location, plaque type, Coronary Artery Disease-Reporting and Data System (CAD-RADS) score, high-risk plaque characteristics, plaque length, plaque volume, and burden were analyzed, and 1 904 radiomics features were extracted for each plaque. The traditional imaging model, the radiomics model, and the combined model were established by using multivariate Logistic regression analysis. The area under the receiver operating characteristic curve (AUC) was used to evaluate the performance of each model in identifying culprit lesions. The DeLong test was used for the comparison of AUC between every two models. The net reclassification index (NRI) was used to evaluate the incremental value of the combined model to the traditional imaging model and the radiomics model. The decision curve analysis (DCA) was used to assess the clinical net benefit of these models. A correlation heatmap was used to evaluate the correlation between the radiomics score and traditional CCTA factors. The interpretable analysis of the decision process of the combined model was performed by the Shapley Additive exPlanations (SHAP). Results:In the validation cohort and the test cohort, the AUC of the traditional imaging model developed by the vessel, plaque type, positive remodeling and CAD-RADS score was 0.898 (95% CI 0.869-0.922) and 0.881 (95% CI 0.848-0.910), respectively. The radiomics model developed by six radiomics features was 0.863 (95% CI 0.831-0.891) and 0.863 (95% CI 0.827-0.864), respectively. The AUC of the combined model was 0.930 (95% CI 0.905-0.950)and 0.919 (95% CI 0.889-0.942), respectively. In the validation cohort and the test cohort, the AUC of the combined model was higher than that of the traditional imaging model ( Z=4.013, 4.272, P<0.001) and that of the radiomics model ( Z=4.819, 3.784, P<0.001), respectively. In the validation cohort, the combined model yielded an NRI of 20.43% (95% CI 10.43%-30.44%, P<0.001) and 20.21% (95% CI 9.62%-30.80%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. In the test cohort, the combined model yielded an NRI of 28.05% (95% CI 16.72%-39.38%, P<0.001) and 23.57% (95% CI 13.58%-33.56%, P<0.001) for identifying culprit lesions compared with the traditional imaging model and the radiomics model, respectively. DCA showed the combined model had the highest clinical net benefit. The correlation heatmap showed the radiomics score was not correlated or only weakly correlated with traditional CCTA factors. SHAP indicated the radiomics and CAD-RADS score contributed significantly to the model. Conclusion:The CCTA-based traditional features and radiomics of plaque have favorable performance for the identification of culprit plaques in patients with AMI.

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