1.Effect of Icariin on Steroid-induced Ferroptosis in Rat Bone Microvascular Endothelial Cells
Jiancheng TANG ; Yue ZHANG ; Ruichen JIANG ; Zhengrong YUE ; Ming LI ; Yaqi ZHANG ; Zetao YIN ; Weiguo WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(5):131-140
ObjectiveTo investigate the effect of icariin (ICA) on steroid-induced ferroptosis in bone microvascular endothelial cells (BMECs). MethodsRat BMECs were selected and treated with 500 mg·L-1 hydrocortisone for 1.5 h to establish a ferroptosis model of BMECs. The experimental cells were divided into a blank group, hormone group (500 mg·L-1 hydrocortisone), ICA group (500 mg·L-1 hydrocortisone + 34 mg·L-1 ICA), and ferroptosis agonist group (500 mg·L-1 hydrocortisone + 34 mg·L-1 ICA + 2.7 mg·L-1 erastin). Cell viability was detected by CCK-8. The levels of ferrous ion, glutathione (GSH), malondialdehyde (MDA), superoxide dismutase (SOD), and reactive oxygen species (ROS) were detected by related kit species. The ferroptosis-related proteins, such as glutathione peroxidase 4(GPX4), ferritin light chain (FTL), and transferrin receptor protein1 (sTfR) were detected by Western blot, as well as autophagy-related proteins including microtubule-associated protein 1 light chain 3B (LC3B), Beclin1, B-cell lymphoma-2 (Bcl-2), and Caspase-3. Results500 mg·L-1 hydrocortisone intervention for 1.5 h could effectively induce ferroptosis in BMECs, and ferroptosis levels could reach a peak as the intervention continued. In terms of cellular antioxidant capacity, compared with those in the blank group, the cell vitality, GSH in the hormone group decreased significantly, and the levels of ROS, SOD, MDA, and ferrous ions were significantly increased (P<0.01). Compared with those in the hormone group, the cell viability, GSH were significantly increased, and the levels of ROS, SOD, MDA, and ferrous ions were decreased in the ICA group (P<0.01). Compared with those in the ICA group, the cell vitality, GSH in the ferroptosis agonist group decreased significantly, and the levels of ROS, SOD, MDA, and ferrous ions increased significantly (P<0.01). In terms of the relationship between ferroptosis and autophagy, compared with the blank group, the hormone group had significantly increased expression levels of LC3B, sTfR, Beclin1, and FTL and significantly decreased expression levels of GPX4 (P<0.01). Compared with the hormone group, The ICA group had significantly decreased expression levels of LC3B, sTfR, and FTL and significantly increased expression levels of Beclin 1 and GPX4 (P<0.01). Compared with those in the ICA group, the expression levels of LC3B, sTfR, and FTL increased in the rapamycin group, and those of Beclin 1 and GPX4 decreased (P<0.01). In terms of cell ferroptosis and apoptosis,compared with the blank group, the hormone group had significantly increased expression levels of FTL, sTfR and Caspase-3 and significantly decreased expression levels of GPX4, and Bcl-2 (P<0.01). Compared with the hormone group, the ICA group had significantly decreased expression levels of FTL, sTfR and Caspase-3 and significantly increased expression levels of GPX4, and Bcl-2 (P<0.01). Compared with those in the ICA group, the expression levels of FTL, sTfR and Caspase-3 in the ferroptosis agonist group were increased, and the expression levels of GPX4, and Bcl-2 were decreased (P<0.01). In terms of cell function,compared with that in the blank group, the ability of cell migration and tube formation was significantly decreased in the hormone group (P<0.01). Compared with that in the hormone group, the cell migration and tube formation ability in the ICA group were significantly increased (P<0.01). ConclusionFerroptosis is involved in steroid-induced damage in BMECs. ICA can inhibit steroid-induced ferroptosis in BMECs, and the mechanism may be associated with the inhibition of ferroptosis by regulating autophagy.
2.Mechanism of Traditional Chinese Medicine in Treating Steroid-Induced Osteonecrosis of Femoral Head via Regulating PI3K/Akt Pathway: A Review
Yaqi ZHANG ; Bo LI ; Jiancheng TANG ; Ran DING ; Cheng HUANG ; Yaping XU ; Qidong ZHANG ; Weiguo WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(5):141-149
Steroid-induced osteonecrosis of the femoral head (SONFH) is a severe musculoskeletal disorder often induced by the prolonged or excessive use of glucocorticoids. Characterized by ischemia of bone cells, necrosis, and trabecular fractures, SONFH is accompanied by pain, femoral head collapse, and joint dysfunction, which can lead to disability in severe cases. The pathogenesis of SONFH involves hormone-induced osteoblast apoptosis, bone microvascular endothelial cell (BMEC) apoptosis, oxidative stress, and inflammatory responses. The phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway plays a pivotal role in the development of the disease. Modulating the PI3K/Akt signaling pathway can promote Akt phosphorylation, thereby stimulating the osteogenic differentiation of bone marrow mesenchymal stem cells and osteoblasts, promoting angiogenesis in BMECs, and inhibiting osteoclastogenesis. The research on the treatment of SONFH with traditional Chinese medicine (TCM) has gained increasing attention. Recent studies have shown that TCM monomers and compounds have potential therapeutic effect on SONFH by intervening in the PI3K/Akt signaling pathway. These studies not only provide a scientific basis for the application of TCM in the treatment of SONFH but also offer new ideas for the development of new therapeutic strategies. This review summarized the progress in Chinese and international research on the PI3K/Akt signaling pathway in SONFH over the past five years. It involved the composition and transmission mechanisms of the signaling pathway, as well as its regulatory effects on osteoblasts, mesenchymal stem cells, osteoclasts, BMECs, and other cells. Additionally, the review explored the TCM understanding of SONFH and the application of TCM monomers and compounds in the intervention of the PI3K/Akt pathway. By systematically analyzing and organizing these research findings, this article aimed to provide references and point out directions for the clinical prevention and treatment of SONFH and promote further development of TCM in this field. With in-depth research on the PI3K/Akt pathway and the modern application of TCM, it is expected to bring safer and more effective treatment options for patients with SONFH.
3.Posterior lateral perforator flap in lower limb combined with free fibula for maxillary tissue defect repair.
Mingming YAN ; Luwen SONG ; Zhenghao MA ; Tao WANG ; Kai HU ; Xuji WANG ; Jiancheng LI
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(1):88-94
OBJECTIVE:
To investigate the effectiveness of posterior lateral perforator flap in lower limb combined with free fibula for maxillary tissue defect repair.
METHODS:
Between December 2018 and December 2023, 16 patients with the maxillary malignant tumors were admitted. There were 10 males and 6 females, with an average age of 64.3 years (range, 54-75 years). There were 7 cases of maxillary gingival cancer, 5 cases of hard palate cancer, and 4 cases of maxillary sinus cancer. According to the 2017 American Joint Committee on Cancer (AJCC) TNM stage, there were 8 cases of stage Ⅲ, 6 cases of stage Ⅳa, and 2 cases of stage Ⅳb. After resection of the lesion, the remaining maxillary defects were classified into class Ⅱa in 3 cases, class Ⅱb in 5 cases, and class Ⅲb in 8 cases according to Brown's classification. The size of soft tissue defects ranged from 4 cm×3 cm to 8 cm×6 cm. The posterior lateral perforator flap in lower limb in size of 5 cm×4 cm-9 cm×7 cm were harvested to repair soft tissue defects, and free fibula in length of 6-11 cm were used to repair bone defects. The donor sites of the lower limb were sutured directly (6 cases) or repaired with free skin grafting (10 cases). Six patients with positive lymph node pathology were treated with radiotherapy after operation. At 6 and 12 months after operation, the self-assessment was performed by the University of Washington Quality of Survival Questionnaire Form (QUW-4) in five dimensions (facial appearance, swallowing function, chewing function, speech function, and mouth opening), and swallowing function was evaluated by using the Kubota water swallowing test.
RESULTS:
Postoperative pathological examination showed that all patients were squamous cell carcinoma. One patient who was treated with radiotherapy developed osteomyelitis and 1 patient developed venous crisis of skin flap. The rest of the flaps and all skin grafts survived, and the wounds healed by first intention. All patients were followed up 1-5 years (mean, 2.8 years). Two patients died of local recurrence of the tumor at the 4th and 5th years after operation, respectively. Except for the chewing function score and total score at 6 months after operation, which showed significant differences compared to preoperative scores ( P<0.05), there was no significant difference in other QUW-4 scale scores between different time points ( P>0.05). The patients' swallowing function evaluated by Kubota water swallowing test reached normal in 4 cases, suspicious in 9 cases, and abnormal in 3 cases at 6 months after operation, and 10, 6, and 0 cases at 12 months after operation, respectively. The swallowing function at 12 months was significantly better than that at 6 months ( Z=-2.382, P=0.017).
CONCLUSION
The posterior lateral perforator flap in the lower limb combined with free fibula to repair maxillary tissue defects can repair soft and hard tissue defects at the same time, so that the patient's facial appearance, swallowing function, chewing function, speech function, and mouth opening are satisfactorily restored and the mid-term effectiveness is good.
Humans
;
Middle Aged
;
Male
;
Female
;
Fibula/surgery*
;
Aged
;
Perforator Flap
;
Plastic Surgery Procedures/methods*
;
Maxilla/surgery*
;
Maxillary Neoplasms/surgery*
;
Free Tissue Flaps/transplantation*
;
Lower Extremity/surgery*
;
Bone Transplantation/methods*
;
Treatment Outcome
4.Treatment of foot and ankle deformities combined with knee and lower limb deformities using QIN Sihe's surgical strategy.
Jiancheng ZANG ; Xuyue PAN ; Yidong CUI ; Li XIAO ; Fangyuan WEI ; Zhaojun CHEN ; Zhengyi WANG
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(8):965-973
OBJECTIVE:
To summarize the clinical characteristics of foot and ankle deformities combined with knee and lower limb deformities and evaluate the advantages, clinical outcomes, and considerations of QIN Sihe's surgical strategy for treating such complex deformities.
METHODS:
Between January 2022 and December 2024, 32 patients with foot and ankle deformities combined with knee and lower limb deformities were enrolled. The cohort included 23 males and 9 females, aged 10-67 years (mean, 41.1 years). The main etiologies included post-polio sequelae (20 cases) and congenital limb deformities (3 cases). Deformities were categorized as follows: equinovarus foot (12 cases), equinus foot (2 cases), equinovalgus foot (3 cases), equinus foot with swan-neck deformity (2 cases), calcaneus foot (5 cases), foot valgus (2 cases), knee flexion deformity (14 cases), genu recurvatum (4 cases), genu varum (3 cases), genu valgum (3 cases), lower limb shortening (3 cases), and lower limb external rotation (6 cases). QIN Sihe's surgical strategies included osteotomies, tendon releases, and tendon transfers for deformity correction, followed by external fixation for residual deformity adjustment and stabilization. Outcomes were assessed using QIN Sihe's Postoperative Evaluation Criteria for Lower Limb (Foot and Ankle) Deformity Correction and Functional Reconstruction.
RESULTS:
All patients were followed up 8-32 months (mean, 16.5 months). Complications included pin tract infection (1 case, 1 site), ankle pain (2 cases), delayed healing at the proximal tibial osteotomy site (1 case), and anterior talar dislocation (1 case). At last follow-up, insufficient correction of foot deformity was observed in 1 case; both knee and lower limb deformities were corrected, with only mild recurrence of knee flexion deformity in 1 case. The foot/ankle and knee joint function improved. Based on QIN Sihe's Postoperative Evaluation Criteria for Lower Limb (Foot and Ankle) Deformity Correction and Functional Reconstruction, outcomes were rated as excellent in 30 cases and good in 2 cases, with an excellent-good rate of 100%.
CONCLUSION
Foot and ankle deformities combined with knee and lower limb deformities are complex, QIN Sihe's surgical strategy can achieve satisfactory clinical outcomes for simultaneous correction.
Humans
;
Male
;
Female
;
Adult
;
Middle Aged
;
Child
;
Adolescent
;
Aged
;
Treatment Outcome
;
Young Adult
;
Plastic Surgery Procedures/methods*
;
Lower Extremity Deformities, Congenital/surgery*
;
Osteotomy/methods*
;
Foot Deformities, Congenital/surgery*
;
Ankle Joint/surgery*
;
Knee Joint/surgery*
;
Foot Deformities/surgery*
5.Intervention of natural products targeting novel mechanisms after myocardial infarction.
Guangjie TAI ; Renhua LIU ; Tian LIN ; Jiancheng YANG ; Xiaoxue LI ; Ming XU
Chinese Journal of Natural Medicines (English Ed.) 2025;23(6):658-672
Myocardial infarction is a cardiovascular disease (CVD) with high morbidity and mortality, which can trigger a cascade of cardiac pathophysiological changes, including fibrosis, inflammation, ischemia-reperfusion injury (IRI), and ventricular remodeling, ultimately leading to heart failure (HF). While conventional pharmacological treatments and clinical reperfusion therapy may enhance short-term prognoses and emergency survival rates, both approaches have limitations and adverse effects. Natural products (NPs) are extensively utilized as therapeutics globally, with some demonstrating potentially favorable therapeutic effects in preclinical and clinical pharmacological studies, positioning them as potential alternatives to modern drugs. This review comprehensively elucidates the pathophysiological mechanisms during myocardial infarction and summarizes the mechanisms by which NPs exert cardiac beneficial effects. These include classical mechanisms such as inhibition of inflammation and oxidative stress, alleviation of cardiomyocyte death, attenuation of cardiac fibrosis, improvement of angiogenesis, and emerging mechanisms such as cardiac metabolic regulation and histone modification. Furthermore, the review emphasizes the modulation by NPs of novel targets or signaling pathways in classical mechanisms, including other forms of regulated cell death (RCD), endothelial-mesenchymal transition, non-coding ribonucleic acids (ncRNAs) cascade, and endothelial progenitor cell (EPC) function. Additionally, NPs influencing a particular mechanism are categorized based on their chemical structure, and their relevance is discussed. Finally, the current limitations and prospects of NPs therapy are considered, highlighting their potential for use in myocardial infarction management and identifying issues that require urgent attention.
Humans
;
Myocardial Infarction/genetics*
;
Biological Products/therapeutic use*
;
Animals
;
Oxidative Stress/drug effects*
;
Signal Transduction/drug effects*
6.Clinical analysis of mandibular tumor resection with free fibula transplantation and implant implantation via the intraoral approach.
Jiancheng LI ; Mingming YAN ; Zhenghao MA ; Ruixue TIAN ; Xuji WANG ; Kai HU ; Lina JIANG
West China Journal of Stomatology 2025;43(2):212-219
OBJECTIVES:
To investigate the clinical application of the digital-assisted reconstruction of the mandible and tumors with free fibula transplantation and immediate implantation via the intraoral approach.
METHODS:
Twelve patients with benign mandibular tumors were collected. Three-dimensional mandibular reconstruction was performed digitally before surgery to simulate mandibular tumor resection, fibula resection and reconstruction, and implant implantation. The intraoperative resection of the mandibular tumor was conducted through the intraoral approach under the guidance of a guide plate, and fibula resection, molding, reconstruction, and oral fixation were immediately performed. Implant implantation was performed during the second phase of implant surgery and denture restoration was performed 1-2 months after surgery.
RESULTS:
The types of mandibular defects were BrownⅠ (one case), Ⅰc (four cases), Ⅱ (one case), Ⅱc(three cases), and Ⅲ (three cases). The length of the fibular bone was 12-22 cm. The number of fibular molding amputations was as follows: two cases in two segments, six cases in three segments, three cases in four segments, and one case in five segments. All of these cases underwent folding fibular reconstruction of mandibular and alveolar bone defects. A total of 44 implants were implanted, and none failed after operation.
CONCLUSIONS
The intraoral approach is a reliable method for the resection of mandibular benign tumors, with few postoperative complications and the ability to position and fix accurately the reconstructed folded fibula under digital design. The immediate implantation of the transplanted fibula does not affect the blood supply and has a high success rate. It is an effective and reliable method for the resection and reconstruction of mandibular benign tumors.
Humans
;
Fibula/transplantation*
;
Mandibular Neoplasms/surgery*
;
Mandibular Reconstruction/methods*
;
Bone Transplantation/methods*
;
Male
;
Middle Aged
;
Female
;
Mandible/surgery*
;
Adult
;
Free Tissue Flaps
;
Surgery, Computer-Assisted
7.Extracorporeal blood purification therapy for acute poisoning in Jiangsu Province, China: a cross-sectional, multicenter real-world study
Li QIAO ; Jinsong ZHANG ; Jianrong CHEN ; Lijun LIU ; Ping GENG ; Hong SUN ; Yeping DU ; Zhiguang TIAN ; Jianjun MA ; Rushan YANG ; Jiancheng DONG ; Zheng QIN ; Shanshan WU ; Yumin PAN ; Yigang WU
Chinese Journal of Emergency Medicine 2025;34(3):369-375
Objective:To investigate the current application of blood purification in the treatment of acute poisoning within Jiangsu Province and to evaluate the impact of extracorporeal blood purification on the clinical outcomes of critically poisoned patients.Methods:This multicenter, cross-sectional real-world observational study followed patients presenting with poisoning to the emergency departments of nine hospitals in Jiangsu Province between June 2015 and May 2019. Data were collected on demographic characteristics, vital signs within the first hour of emergency presentation, treatment modalities, length of hospital stay, and survival outcomes. Clinical data from patients who underwent extracorporeal blood purification were compared with those who did not, using the Wilcoxon rank-sum test and Chi-square test.Results:A total of 4 178 poisoning cases were included between June 2015 and May 2019. Among them, 21.7% (908/4 178) received blood purification therapy, while 78.3% (3 270/4 178) did not. Hemoperfusion (90.4%) was the most frequently employed method, followed by continuous renal replacement therapy (CRRT) (4.4%). In combined blood purification modalities, 4.8% underwent hemoperfusion combined with CRRT, 0.1% received hemoperfusion with plasma exchange, and another 0.1% underwent hemoperfusion combined with both CRRT and plasma exchange. Among patients who underwent blood purification, pesticide poisoning was the most prevalent (76.3%), with the most common toxic agents being paraquat (23.7%), dichlorvos (8.7%), methamidophos (5.2%), omethoate (4.0%), and glyphosate (3.7%). Compared to the non-blood purification group, patients in the blood purification group were more likely to present within the first hour with a low Glasgow Coma Scale (GCS) score (3-8) (22.6% vs. 9.7%, P <0.05), low mean arterial pressure (8.0% vs. 3.2%, P <0.05), longer hospital stays [5(3,9) days vs. 2(1,4) days, P <0.05] and a higher in-hospital mortality rate (21.1% vs. 5.3%, P <0.05). Follow-up via telephone 28 days after discharge revealed a survival rate of 78.9%, with a mortality rate of 21.1% in the blood purification group. Conclusions:Hemoperfusion is the most commonly utilized blood purification technique for treating poisoning in Jiangsu Province, with pesticides being the primary toxic agents treated. Although the mortality rate is higher in the blood purification group, the intervention may still contribute to improved patient outcomes.
8.Icariin Regulates Glucocorticoid-induced Autophagy of Bone Microvascular Endothelial Cells Through PI3K/Akt/mTOR Pathway
Zhengrong YUE ; Yue ZHANG ; Jiancheng TANG ; Yaqi ZHANG ; Chen ZHANG ; Zikang ZHONG ; Bo LI ; Ming LI ; Weiguo WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(15):73-80
ObjectiveTo investigate the impact of icariin (ICA) on autophagy in glucocorticoid-induced bone microvascular endothelial cells (BMECs) mediated by the phosphatidylinositol 3-kinase/protein kinase B/mammalian target of rapamycin (PI3K/Akt/mTOR) signaling pathway. MethodBMECs were isolated and cultured from femoral heads obtained during total hip arthroplasty and identified using immunofluorescence staining. The experimental cells were divided into four groups: A control group, a glucocorticoid group (100 mg·L-1 hydrocortisone), an ICA group (100 mg·L-1 hydrocortisone+6.7×10-3 mg·L-1 ICA), and a Rapamycin group (100 mg·L-1 hydrocortisone+6.7×10-3 mg·L-1 ICA+1 mg·L-1 rapamycin). Autophagy in BMECs was induced using 100 mg·L-1 hydrocortisone. LC3 fluorescence staining was used to observe the peak of autophagy at different time points. Western blot analysis was employed to analyze the expression of autophagy-related proteins and PI3K/Akt/mTOR pathway proteins in each group. Electron microscopy was used to observe autophagosomes and autolysosomes in the cells. ResultHydrocortisone at 100 mg·L-1 induced autophagy in BMECs, reaching a peak at around 5 hours, which then declined with further intervention. Compared to the control group, the glucocorticoid group showed cell membrane damage, disordered organelle arrangement, and a large number of autophagosomes and autolysosomes. Compared to the glucocorticoid group, the ICA group had more intact cell membranes, sparser organelle arrangement, and fewer autophagosomes and autolysosomes. Compared to the ICA group, the Rapamycin group showed cell membrane damage, disordered organelle arrangement, and more autophagosomes and autolysosomes. Compared to the control group, the glucocorticoid group had significantly increased expression of light chain 3B (LC3B), Atg4B, and p62 (P<0.01). Compared to the glucocorticoid group, the ICA group showed significantly decreased expression of LC3B, Atg4B, p62, and Beclin-1 (P<0.01). Compared to the ICA group, the Rapamycin group had significantly increased expression of Atg4B and p62 (P<0.01). Compared to the control group, the glucocorticoid group had significantly decreased expression of p-PI3K/PI3K, p-Akt/Akt, and p-mTOR/mTOR (P<0.01). Compared to the glucocorticoid group, the ICA group showed significantly increased expression of p-PI3K/PI3K, p-Akt/Akt, and p-mTOR/mTOR (P<0.01). Compared to the ICA group, the Rapamycin group had significantly decreased expression of p-PI3K/PI3K, p-Akt/Akt, and p-mTOR/mTOR (P<0.01). Ubiquitination levels were significantly decreased in the glucocorticoid group compared to the control group (P<0.01). Compared to the glucocorticoid group, ubiquitination levels were significantly increased in the ICA group (P<0.01), and significantly decreased in the Rapamycin group compared to the ICA group (P<0.01). ConclusionThe glucocorticoid-induced autophagy in BMECs is time-dependent. ICA inhibits glucocorticoid-induced autophagy in BMECs, and this effect may be related to the regulation of the PI3K/Akt/mTOR pathway.
9.An intelligent model for classifying supraventricular tachycardia mechanisms based on 12-lead wearable electrocardiogram devices
Hongsen WANG ; Lijie MI ; Yue ZHANG ; Lan GE ; Jiewei LAI ; Tao CHEN ; Jian LI ; Xiangmin SHI ; Jiancheng XIU ; Min TANG ; Wei YANG ; Jun GUO
Journal of Southern Medical University 2024;44(5):851-858
Objective To develop an intelligent model for differential diagnosis of atrioventricular nodal re-entrant tachycardia(AVNRT)and atrioventricular re-entrant tachycardia(AVRT)using 12-lead wearable electrocardiogram devices.Methods A total of 356 samples of 12-lead supraventricular tachycardia(SVT)electrocardiograms recorded by wearable devices were randomly divided into training and validation sets using 5-fold cross validation to establish the intelligent classification model,and 101 patients with the diagnosis of SVT undergoing electrophysiological studies and radiofrequency ablation from October,2021 to March,2023 were selected as the testing set.The changes in electrocardiogram parameters before and during induced tachycardia were compared.Based on multiscale deep neural network,an intelligent diagnosis model for classifying SVT mechanisms was constructed and validated.The 3-lead electrocardiogram signals from Ⅱ,Ⅲ,and V1 were extracted to build new classification models,whose diagnostic efficacy was compared with that of the 12-lead model.Results Of the 101 patients with SVT in the testing set,68 were diagnosed with AVNRT and 33 were diagnosed with AVRT by electrophysiological study.The pre-trained model achieved a high area under the precision-recall curve(0.9492)and F1 score(0.8195)for identifying AVNRT in the validation set.The total F1 scores of the lead Ⅱ,Ⅲ,V1,3-lead and 12-lead intelligent diagnostic models in the testing set were 0.5597,0.6061,0.3419,0.6003 and 0.6136,respectively.Compared with the 12-lead classification model,the lead-Ⅲ model had a net reclassification index improvement of-0.029(P=0.878)and an integrated discrimination index improvement of-0.005(P=0.965).Conclusion The intelligent diagnostic model based on multiscale deep neural network using wearable electrocardiogram devices has an acceptable accuracy for classifying SVT mechanisms.
10.An intelligent model for classifying supraventricular tachycardia mechanisms based on 12-lead wearable electrocardiogram devices
Hongsen WANG ; Lijie MI ; Yue ZHANG ; Lan GE ; Jiewei LAI ; Tao CHEN ; Jian LI ; Xiangmin SHI ; Jiancheng XIU ; Min TANG ; Wei YANG ; Jun GUO
Journal of Southern Medical University 2024;44(5):851-858
Objective To develop an intelligent model for differential diagnosis of atrioventricular nodal re-entrant tachycardia(AVNRT)and atrioventricular re-entrant tachycardia(AVRT)using 12-lead wearable electrocardiogram devices.Methods A total of 356 samples of 12-lead supraventricular tachycardia(SVT)electrocardiograms recorded by wearable devices were randomly divided into training and validation sets using 5-fold cross validation to establish the intelligent classification model,and 101 patients with the diagnosis of SVT undergoing electrophysiological studies and radiofrequency ablation from October,2021 to March,2023 were selected as the testing set.The changes in electrocardiogram parameters before and during induced tachycardia were compared.Based on multiscale deep neural network,an intelligent diagnosis model for classifying SVT mechanisms was constructed and validated.The 3-lead electrocardiogram signals from Ⅱ,Ⅲ,and V1 were extracted to build new classification models,whose diagnostic efficacy was compared with that of the 12-lead model.Results Of the 101 patients with SVT in the testing set,68 were diagnosed with AVNRT and 33 were diagnosed with AVRT by electrophysiological study.The pre-trained model achieved a high area under the precision-recall curve(0.9492)and F1 score(0.8195)for identifying AVNRT in the validation set.The total F1 scores of the lead Ⅱ,Ⅲ,V1,3-lead and 12-lead intelligent diagnostic models in the testing set were 0.5597,0.6061,0.3419,0.6003 and 0.6136,respectively.Compared with the 12-lead classification model,the lead-Ⅲ model had a net reclassification index improvement of-0.029(P=0.878)and an integrated discrimination index improvement of-0.005(P=0.965).Conclusion The intelligent diagnostic model based on multiscale deep neural network using wearable electrocardiogram devices has an acceptable accuracy for classifying SVT mechanisms.

Result Analysis
Print
Save
E-mail