1.Effects of semen euryales mixture on kidney injury in lupus nephritis mice based on PI3K-AKT/NF-κB signaling pathway
Yiming CHEN ; Shangwen WU ; Qinghua XING ; Huan LI ; Songwei LI
Chinese Journal of Immunology 2025;41(9):2061-2066
Objective:To explore the effect and possible mechanism of Semen euryales mixture(QSHJ)on renal injury in lu-pus nephritis.Methods:The 14-week-old C57BL/6 mice were the control group of 8.The 14-week-old MRL/lpr mice were randomly di-vided into model group,QSHJ low,medium and high doses groups(7.48,14.95,29.90 g/kg),and prednisone group(5 mg/kg)of 8 mice each.The control group and the model group were given the same volume of normal saline by gavage once a day for 4 weeks.Urine was collected to detect urinary protein content.HE and PASM staining were used to observe renal tissue injury.The serum levels of Anti-dsDNA,IL-6 and TNF-α were detected by ELISA.The protein expressions of phosphatidylinositol 3-kinase(PI3K),phosphor-ylated PI3K(p-PI3K),protein kinase B(AKT),phosphorylated AKT(p-AKT),nuclear factor kappa B p65(NF-κB p65)and phos-phorylated NF-κB p65(p-NF-κB p65)were detected by Western blot.The protein expressions of PI3K,p-PI3K,AKT and p-AKT were detected by immunohistochemistry.The positive expression of NF-κB p65 was observed by immunofluorescence.Results:Com-pared with the control group,the urinary protein content in the model group increased significantly(P<0.05),the renal tissue was in-filtrated with inflammatory cells,and the tissue structure was destroyed obviously,the contents of Anti-dsDNA,IL-6 and TNF-α in se-rum were significantly increased(P<0.05),the expressions of p-PI3K/PI3K,p-AKT/AKT and p-NF-κB p65/NF-κB p65 were signifi-cantly increased(P<0.05),the protein expressions of p-PI3K and p-AKT were increased significantly(P<0.05),the positive expres-sion of NF-κB p65 was increased significantly.Compared with the model group,the urinary protein content of QSHJ low,medium and high doses groups and prednisone group decreased significantly(P<0.05),the infiltration of inflammatory cells in renal tissue was re-lieved,and the damage of tissue structure was alleviated.the contents of Anti-dsDNA,IL-6 and TNF-α in serum were significantly de-creased(P<0.05),the expressions of p-PI3K/PI3K,p-AKT/AKT and p-NF-κB p65/NF-κB p65 were significantly decreased(P<0.05),the protein expressions of p-PI3K and p-AKT were significantly decreased(P<0.05),the positive expression of NF-κB p65 flu-orescence was decreased.Conclusion:QSHJ can improve the pathological manifestations of renal tissue in MRL/lpr mice and alleviate the disease process.The mechanism may be related to the inhibition of PI3K-AKT/NF-κB signaling pathway in renal tissue and the re-duction of inflammatory response by QSHJ.
2.Establishment and validation of a Nomogram prediction model for risk factors of osteonecrosis of the femoral head in systemic lupus erythematosus
Wenbo XU ; Lihe WANG ; Songwei LI ; Pengbo SHI
Chinese Journal of Tissue Engineering Research 2025;29(15):3215-3226
BACKGROUND:Osteonecrosis of the femoral head is a common complication in patients with systemic lupus erythematosus.The prediction and validation of the risk in advance will help to avoid or delay the progression of osteonecrosis of the femoral head.OBJECTIVE:To analyze risk factors for the occurrence of osteonecrosis of the femoral head in systemic lupus erythematosus patients and to construct and validate a nomogram prediction model of systemic lupus erythematosus patients with osteonecrosis of the femoral head.METHODS:A retrospective study was conducted to analyze the medical records of 914 systemic lupus erythematosus patients who first visited First Affiliated Hospital of Henan University of Chinese Medicine between January 2013 and December 2022.All patients were divided into osteonecrosis of the femoral head(n=100)and non-osteonecrosis of the femoral head(n=814)groups according to whether they had suffered from osteonecrosis of the femoral head or not.Univariate,LASSO regression,and multifactorial logistic regression analyses were used to screen and identify the risk factors for systemic lupus erythematosus complicating osteonecrosis of the femoral head.The dataset was also randomly divided into training and test sets in a ratio of 7:3.A nomogram prediction model of the risk of systemic lupus erythematosus complicating osteonecrosis of the femoral head was constructed based on the results of the multifactorial logistic regression analysis.The performance of the nomogram was evaluated using the receiver operating characteristic curve,Hosmer-Lemeshow calibration curve,and decision curve analysis.RESULTS AND CONCLUSION:(1)There were significant differences in disease duration of systemic lupus erythematosus,systemic lupus erythematosus disease activity,lupus nephritis,respiratory involvement,gastrointestinal involvement,Sj?gren's syndrome,osteoporosis,anti-ribonucleoprotein,complement C3 decrease,cyclophosphamide,mycophenolate mofetil,biologics,maximum daily dose of glucocorticosteroids,and pulses of intravenous methylprednisolone between the osteonecrosis of the femoral head and non-osteonecrosis of the femoral head groups(P<0.05).(2)Ten predictor variables related to the risk of osteonecrosis of the femoral head in patients with systemic lupus erythematosus were screened using LASSO regression analysis.Multivariate logistic regression analysis further confirmed disease duration of systemic lupus erythematosus,respiratory involvement,Sj?gren's syndrome,osteoporosis,anti-ribonucleoprotein,cyclophosphamide,mycophenolate mofetil,biologics,and maximum daily dose of glucocorticosteroids were independent risk factors for osteonecrosis of the femoral head in systemic lupus erythematosus patients(P<0.05).(3)The area under the receiver operating characteristic curve for predicting the risk of occurrence of osteonecrosis of the femoral head in systemic lupus erythematosus patients was 0.802(95%CI=0.742-0.862)in the training set and 0.811(95%CI=0.745-0.876)in the testing set.The Hosmer-Lemeshow calibration curve fit was well(P=0.447 in raining set;P=0.870 in testing set).Decision curve analysis showed that it was beneficial in predicting the risk of osteonecrosis of the femoral head in systemic lupus erythematosus patients using the nomogram prediction model.(4)Menstrual abnormalities were one of the risk factors for osteonecrosis of the femoral head in female systemic lupus erythematosus patients.(5)The results suggest that the risk factors for systemic lupus erythematosus complicating osteonecrosis of the femoral head are multi-factorial,and a nomogram prediction model containing nine risk factors was also developed,which could be used to predict the risk of osteonecrosis of the femoral head in systemic lupus erythematosus patients.In addition,we reported for the first time that menstrual abnormalities were one of the risk factors for systemic lupus erythematosus complicating osteonecrosis of the femoral head in female.
3.Diagnosis and Treatment Strategies for Sj?gren's Syndrome Based on the Theory of"Spleen as the Mother of the Five Organs"
Keying ZHU ; Ximeng LI ; Songwei LI ; Huan LI ; Xueqin ZHOU ; Pin LI ; Xinyan ZHANG ; Shuyue ZHANG ; Huifang HE ; Huijun GUO
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(10):2975-2985
Sj?gren's syndrome(SS)is one of the common rheumatic diseases in clinical practice.Modern medicine commonly uses drugs such as artificial tears,saliva,glucocorticoids,immunosuppressants,and biologics to control the condition.Clinical practice has shown that in addition to modern medical basic treatment,the use of traditional Chinese medicine(TCM)can help improve the clinical efficacy of SS.According to the symptoms and signs of Sj?gren's syndrome in TCM,it is classified as"dryness and obstruction",and the core pathogenesis of the disease is spleen deficiency and deficiency of body fluids.Subsequently,toxic and pathogenic factors gather,leading to the decline of internal organs.The initial causes are spleen damage,unstable barrier,and invasion of pathogenic factors.The core link is spleen dysfunction,insufficient body fluid,and dryness arising from it.Spleen deficiency generates evil,obstruction of qi,and lack of body fluids are the root causes of illness.The main treatment method is the"spleen strengthening method",which treats spleen deficiency,dampness and stagnation,and the body fluid is not distributed.The treatment focuses on strengthening the spleen and qi,supplementing the lungs and generating fluids.Spleen deficiency leads to loss of vitality,blood stasis obstructs blood vessels,and the treatment is to strengthen the spleen,soothe the liver,remove blood stasis,and unblock the orifices.The spleen yang is not vigorous,and qi transformation is impaired.The treatment is to invigorate the spleen and warm the stomach,promote yang circulation,and promote diuresis.
4.Research progress on multi-omics biomarkers in Sjogren's syndrome.
Xueqin ZHOU ; Huan LI ; Zhina ZHAO ; Qin LI ; Bingsen WANG ; Songwei LI
Chinese Journal of Cellular and Molecular Immunology 2025;41(10):921-928
Sjogren's syndrome (SS) is a common autoimmune disorder that primarily targets exocrine glands, leading to hallmark manifestations of xerostomia and xerophthalmia, with potential progression to multisystem involvement. The rapid advances in omics technologies-including metabolomics, proteomics, and transcriptomics-have yielded substantial insights into SS pathophysiology. This review consolidates current evidence on omics-derived biomarkers in SS. Studies consistently implicate aberrant glucose metabolism, neutrophil-derived enzyme activity, mitochondrial bioenergetic impairment, ferroptosis, and apoptotic pathways as central to SS development. These findings refine our understanding of disease mechanisms and the heterogeneity of therapeutic responses. Hydroxyproline has emerged as a candidate marker for distinguishing SS from IgG4-related disease, whereas distinct cytokine and chemokine signatures may enable earlier diagnosis. Genomic analyses demonstrate a robust association between expression of the rs11797 locus and SS-related lymphomagenesis, and several genes controlling DNA methylation represent promising therapeutic targets. Collectively, these findings lay the groundwork for personalized risk stratification and intervention in SS. The review concludes by summarizing existing progress and outlining priorities for future omics-based investigations.
Humans
;
Sjogren's Syndrome/diagnosis*
;
Biomarkers/analysis*
;
Metabolomics/methods*
;
Proteomics/methods*
;
Genomics
;
Multiomics
5.Establishment and validation of a Nomogram prediction model for risk factors of osteonecrosis of the femoral head in systemic lupus erythematosus
Wenbo XU ; Lihe WANG ; Songwei LI ; Pengbo SHI
Chinese Journal of Tissue Engineering Research 2025;29(15):3215-3226
BACKGROUND:Osteonecrosis of the femoral head is a common complication in patients with systemic lupus erythematosus.The prediction and validation of the risk in advance will help to avoid or delay the progression of osteonecrosis of the femoral head.OBJECTIVE:To analyze risk factors for the occurrence of osteonecrosis of the femoral head in systemic lupus erythematosus patients and to construct and validate a nomogram prediction model of systemic lupus erythematosus patients with osteonecrosis of the femoral head.METHODS:A retrospective study was conducted to analyze the medical records of 914 systemic lupus erythematosus patients who first visited First Affiliated Hospital of Henan University of Chinese Medicine between January 2013 and December 2022.All patients were divided into osteonecrosis of the femoral head(n=100)and non-osteonecrosis of the femoral head(n=814)groups according to whether they had suffered from osteonecrosis of the femoral head or not.Univariate,LASSO regression,and multifactorial logistic regression analyses were used to screen and identify the risk factors for systemic lupus erythematosus complicating osteonecrosis of the femoral head.The dataset was also randomly divided into training and test sets in a ratio of 7:3.A nomogram prediction model of the risk of systemic lupus erythematosus complicating osteonecrosis of the femoral head was constructed based on the results of the multifactorial logistic regression analysis.The performance of the nomogram was evaluated using the receiver operating characteristic curve,Hosmer-Lemeshow calibration curve,and decision curve analysis.RESULTS AND CONCLUSION:(1)There were significant differences in disease duration of systemic lupus erythematosus,systemic lupus erythematosus disease activity,lupus nephritis,respiratory involvement,gastrointestinal involvement,Sj?gren's syndrome,osteoporosis,anti-ribonucleoprotein,complement C3 decrease,cyclophosphamide,mycophenolate mofetil,biologics,maximum daily dose of glucocorticosteroids,and pulses of intravenous methylprednisolone between the osteonecrosis of the femoral head and non-osteonecrosis of the femoral head groups(P<0.05).(2)Ten predictor variables related to the risk of osteonecrosis of the femoral head in patients with systemic lupus erythematosus were screened using LASSO regression analysis.Multivariate logistic regression analysis further confirmed disease duration of systemic lupus erythematosus,respiratory involvement,Sj?gren's syndrome,osteoporosis,anti-ribonucleoprotein,cyclophosphamide,mycophenolate mofetil,biologics,and maximum daily dose of glucocorticosteroids were independent risk factors for osteonecrosis of the femoral head in systemic lupus erythematosus patients(P<0.05).(3)The area under the receiver operating characteristic curve for predicting the risk of occurrence of osteonecrosis of the femoral head in systemic lupus erythematosus patients was 0.802(95%CI=0.742-0.862)in the training set and 0.811(95%CI=0.745-0.876)in the testing set.The Hosmer-Lemeshow calibration curve fit was well(P=0.447 in raining set;P=0.870 in testing set).Decision curve analysis showed that it was beneficial in predicting the risk of osteonecrosis of the femoral head in systemic lupus erythematosus patients using the nomogram prediction model.(4)Menstrual abnormalities were one of the risk factors for osteonecrosis of the femoral head in female systemic lupus erythematosus patients.(5)The results suggest that the risk factors for systemic lupus erythematosus complicating osteonecrosis of the femoral head are multi-factorial,and a nomogram prediction model containing nine risk factors was also developed,which could be used to predict the risk of osteonecrosis of the femoral head in systemic lupus erythematosus patients.In addition,we reported for the first time that menstrual abnormalities were one of the risk factors for systemic lupus erythematosus complicating osteonecrosis of the femoral head in female.
6.Effects of semen euryales mixture on kidney injury in lupus nephritis mice based on PI3K-AKT/NF-κB signaling pathway
Yiming CHEN ; Shangwen WU ; Qinghua XING ; Huan LI ; Songwei LI
Chinese Journal of Immunology 2025;41(9):2061-2066
Objective:To explore the effect and possible mechanism of Semen euryales mixture(QSHJ)on renal injury in lu-pus nephritis.Methods:The 14-week-old C57BL/6 mice were the control group of 8.The 14-week-old MRL/lpr mice were randomly di-vided into model group,QSHJ low,medium and high doses groups(7.48,14.95,29.90 g/kg),and prednisone group(5 mg/kg)of 8 mice each.The control group and the model group were given the same volume of normal saline by gavage once a day for 4 weeks.Urine was collected to detect urinary protein content.HE and PASM staining were used to observe renal tissue injury.The serum levels of Anti-dsDNA,IL-6 and TNF-α were detected by ELISA.The protein expressions of phosphatidylinositol 3-kinase(PI3K),phosphor-ylated PI3K(p-PI3K),protein kinase B(AKT),phosphorylated AKT(p-AKT),nuclear factor kappa B p65(NF-κB p65)and phos-phorylated NF-κB p65(p-NF-κB p65)were detected by Western blot.The protein expressions of PI3K,p-PI3K,AKT and p-AKT were detected by immunohistochemistry.The positive expression of NF-κB p65 was observed by immunofluorescence.Results:Com-pared with the control group,the urinary protein content in the model group increased significantly(P<0.05),the renal tissue was in-filtrated with inflammatory cells,and the tissue structure was destroyed obviously,the contents of Anti-dsDNA,IL-6 and TNF-α in se-rum were significantly increased(P<0.05),the expressions of p-PI3K/PI3K,p-AKT/AKT and p-NF-κB p65/NF-κB p65 were signifi-cantly increased(P<0.05),the protein expressions of p-PI3K and p-AKT were increased significantly(P<0.05),the positive expres-sion of NF-κB p65 was increased significantly.Compared with the model group,the urinary protein content of QSHJ low,medium and high doses groups and prednisone group decreased significantly(P<0.05),the infiltration of inflammatory cells in renal tissue was re-lieved,and the damage of tissue structure was alleviated.the contents of Anti-dsDNA,IL-6 and TNF-α in serum were significantly de-creased(P<0.05),the expressions of p-PI3K/PI3K,p-AKT/AKT and p-NF-κB p65/NF-κB p65 were significantly decreased(P<0.05),the protein expressions of p-PI3K and p-AKT were significantly decreased(P<0.05),the positive expression of NF-κB p65 flu-orescence was decreased.Conclusion:QSHJ can improve the pathological manifestations of renal tissue in MRL/lpr mice and alleviate the disease process.The mechanism may be related to the inhibition of PI3K-AKT/NF-κB signaling pathway in renal tissue and the re-duction of inflammatory response by QSHJ.
7.Diagnosis and Treatment Strategies for Sj?gren's Syndrome Based on the Theory of"Spleen as the Mother of the Five Organs"
Keying ZHU ; Ximeng LI ; Songwei LI ; Huan LI ; Xueqin ZHOU ; Pin LI ; Xinyan ZHANG ; Shuyue ZHANG ; Huifang HE ; Huijun GUO
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(10):2975-2985
Sj?gren's syndrome(SS)is one of the common rheumatic diseases in clinical practice.Modern medicine commonly uses drugs such as artificial tears,saliva,glucocorticoids,immunosuppressants,and biologics to control the condition.Clinical practice has shown that in addition to modern medical basic treatment,the use of traditional Chinese medicine(TCM)can help improve the clinical efficacy of SS.According to the symptoms and signs of Sj?gren's syndrome in TCM,it is classified as"dryness and obstruction",and the core pathogenesis of the disease is spleen deficiency and deficiency of body fluids.Subsequently,toxic and pathogenic factors gather,leading to the decline of internal organs.The initial causes are spleen damage,unstable barrier,and invasion of pathogenic factors.The core link is spleen dysfunction,insufficient body fluid,and dryness arising from it.Spleen deficiency generates evil,obstruction of qi,and lack of body fluids are the root causes of illness.The main treatment method is the"spleen strengthening method",which treats spleen deficiency,dampness and stagnation,and the body fluid is not distributed.The treatment focuses on strengthening the spleen and qi,supplementing the lungs and generating fluids.Spleen deficiency leads to loss of vitality,blood stasis obstructs blood vessels,and the treatment is to strengthen the spleen,soothe the liver,remove blood stasis,and unblock the orifices.The spleen yang is not vigorous,and qi transformation is impaired.The treatment is to invigorate the spleen and warm the stomach,promote yang circulation,and promote diuresis.
8.Mechanism of acupoint penetration acupuncture therapy regulating chondrocyte autophagy via the PI3K/Akt-mTOR pathway in KOA rats
Yang Gao ; Qingbo Wang ; Songwei Li ; Xiaojing Shi ; Shan Dai ; Jingjing Yu ; Qingpan Zhao ; Yang Wang ; Youlong Zhou
Journal of Traditional Chinese Medical Sciences 2024;11(3):363-375
Objective:
To investigate whether acupoint penetration acupuncture (APA) could regulate chondrocyte autophagy and apoptosis via the PI3K/Akt-mTOR signaling pathway to reduce cartilage degeneration in knee osteoarthritis (KOA) rats.
Methods:
KOA was induced in rats via intra-articular injection of sodium iodoacetate resolution. Forty male Sprague-Dawley rats were randomly assigned to blank control, model, APA, electro-acupuncture (EA), and sham model groups (n = 8) and those in the APA and EA groups received their respective therapies. Following completion of the treatment course, histological examinations of cartilage and muscle were conducted. Levels of apoptosis- and autophagy-related factors, including Bax, Bcl-2, mTOR, ULK-1, and Beclin-1 protein, and mRNAs were assessed. Additionally, β-endorphin (β-EP) concentrations in the brain and serum were measured.
Results:
Histological analysis revealed that APA alleviated cartilage and muscle damage compared with the model group. APA inhibited cartilage degeneration by modulating the expression of apoptosis- and autophagy-related proteins and mRNA, thus preventing chondrocyte apoptosis. In the APA group, Bax and mTOR protein levels were significantly lower than those in the model group (both P = .024). Conversely, the Bcl-2 expression level was significantly higher than that in the EA group (P = .035). Additionally, ULK-1 expression was significantly lower than that in the EA group (P = .045). The mRNA level of Bax was significantly higher than that in the blank control group (P < .001). However, Beclin-1 levels were significantly higher than those in both the model and EA groups (both P < .001). ELISA results showed a significant decrease in the concentration of β-EP in the brains of the rats in the APA group compared with those in the model group (P = .032).
Conclusions
APA reduced osteoarthritis-related pain and alleviated cartilage damage by upregulating chondrocyte autophagy and down-regulating apoptosis via signaling pathways involving PI3K/Akt-mTOR in KOA rats.
9.The mechanism of Bufei Tongbi Decoction in treatment of systemic lupus erythematosus interstitial lung disease based on network pharmacology and verification of key regulation pathway
Shangwen WU ; Huan LI ; Xiaohong GONG ; Chaoqun LU ; Yiming CHEN ; Ximeng LI ; Yan LI ; Songwei LI
Journal of Beijing University of Traditional Chinese Medicine 2024;47(9):1256-1271
Objective To explore the effect and possible pharmacological mechanism of Bufei Tongbi Decoction in the treatment of systemic lupus erythematosus interstitial lung disease (SLE-ILD).Methods The effective components and related targets of Bufei Tongbi Decoction were obtained using the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP) and Uniprot database. Key genes for SLE-ILD were screened based on DrugBank,DisGeNET,GeneCards,PharmGKB,OMIM,and GEO databases. Using Cytoscape software,a drug active ingredient-target-disease relationship network diagram was constructed to obtain the effective active ingredients and possible mechanisms of action of Bufei Tongbi Decoction in the treatment of SLE-ILD. Gene ontology (GO) function enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were used to reveal related target genes and pathway functions. Taking C57BL/6 mice as normal group,MRL/lpr mice were injected with bleomycin 5mg/kg in the nasal cavity. According to the random number table method,the mice were divided into model group,Bufei Tongbi Decoction low-dose group (10.4 g/(kg·d)),Bufei Tongbi Decoction medium-dose group (20.8 g/(kg·d)),Bufei Tongbi Decoction high-dose group (41.6 g/(kg·d)) and prednisone group (3 mg/(kg·d)). The intervention lasted for 28 days. Hematein eosin and Masson staining were used to observe the pathological changes of mouse lung tissue,the expressions of transforming growth factor-β1 (TGF-β1) and collagen type Ⅲ (Col-Ⅲ) in lung tissue were detected by immunohistochemistry,and the expressions of interleukin-1β(IL-1β),interleukin-10 (IL-10) and interleukin-17 (IL-17) in serum were detected by ELISA. The mRNA expressions of matrix metallopeptidase 1(MMP-1),hypoxia inducible factor-1α(HIF-1α),retinoid-related orphan receptor γt (RORγt ) and forkhead box P3 (FOXP3) in lung tissue were analyzed by RT-PCR,the protein expressions of HIF-1α and MMP-1 in lung tissue were detected by Western blotting,and the expressions of T helper 17 cells (Th17) and regulatory T cells (Treg cells) in blood were detected by cytometry.Results A total of 163 effective ingredients,259 targets,1729 SLE-ILD disease targets,958 SLE-ILD differential genes and 40 drug-disease interaction targets were obtained by screening. GO functional enrichment and KEGG pathway enrichment showed that IL-17 signaling pathway activated by IL-1β and MMP-1,and Th17 cell differentiation activated by IL-1β and HIF-1α were the main pathways. Animal experiments showed that Bufei Tongbi Decoction could effectively improve the degree of lung interstitial lesion and reduce the expressions of TGF-β1 and Col-Ⅲ in SLE-ILD mice (P<0.01). The expressions of IL-1β,HIF-1α and IL-17 were decreased (P<0.01). Medium and high doses of Bufei Tongbi Decoction decreased the expressions of MMP-1 and RORγt mRNA (P<0.01),and increased the expressions of IL-10 and FOXP3 mRNA (P<0.01). Bufei Tongbi Decoction could reduce the proportion of Th17 cells,increase the proportion of Treg cells,downregulate the balance of Th17/Treg (P<0.05),and improve the immune disorder. Conclusion Bufei Tongbi Decoction has the characteristics of multi-target and multi-pathway in treating SLE-ILD,and its mechanism may be related to the regulation of Th17/Treg cell balance.
10.A review on intelligent auxiliary diagnosis methods based on electrocardiograms for myocardial infarction.
Chuang HAN ; Wenge QUE ; Zhizhong WANG ; Songwei WANG ; Yanting LI ; Li SHI
Journal of Biomedical Engineering 2023;40(5):1019-1026
Myocardial infarction (MI) has the characteristics of high mortality rate, strong suddenness and invisibility. There are problems such as the delayed diagnosis, misdiagnosis and missed diagnosis in clinical practice. Electrocardiogram (ECG) examination is the simplest and fastest way to diagnose MI. The research on MI intelligent auxiliary diagnosis based on ECG is of great significance. On the basis of the pathophysiological mechanism of MI and characteristic changes in ECG, feature point extraction and morphology recognition of ECG, along with intelligent auxiliary diagnosis method of MI based on machine learning and deep learning are all summarized. The models, datasets, the number of ECG, the number of leads, input modes, evaluation methods and effects of different methods are compared. Finally, future research directions and development trends are pointed out, including data enhancement of MI, feature points and dynamic features extraction of ECG, the generalization and clinical interpretability of models, which are expected to provide references for researchers in related fields of MI intelligent auxiliary diagnosis.
Humans
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Electrocardiography
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Myocardial Infarction/diagnosis*
;
Recognition, Psychology


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