Objective: To explore the network structure of eating behaviors with anxiety, depression and perceived stress in adolescents, so as to provide a basis for effective prevention and intervention of eating behavior problems and negative emotions in adolescents. Methods: Based on the Psychology and Behavior Investigation of Chinese Residents (2021) database, the study was conducted among 3 087 adolescents. Sakata Eating Behavior Scale Short From(EBS-SF) was used to investigate their eating behaviors. The Patient Health Questionnaire-9(PHQ-9), Generalized Anxiety Disorder Scale-7 Item(GAD-7), and Perceived Stress Questionnaire-3 Item (PSQ-3) were used to evaluate their depression, anxiety and perceived stress. Network analysis method was applied to construct a network of eating behaviors and negative emotional symptoms among adolescents, so as to evaluate the centrality, bridge strength, stability and accuracy of each item. Results: The total scores of eating behaviors, depression,anxiety and stress perception in adolescents were 17.41±4.53,6.95±6.08,4.86±5.03,9.34±3.80,respectively. The symptom with the highest intensity and expected impact was "I am only satisfied when I buy more food than I need", with a node intensity and expected impact value of 4.37. The nodes Depression and Anxiety were the most closely connected(weight=0.87). There were no statistically significant differences in the network structure( M =0.13,0.11) and network connection strength(female and male:4.16,4.06, s =0.10;urban and rural areas:4.08,4.07, s =0.01) between different sexes and residents ( P >0.05). Conclusion The negative impact of comorbidities such as anxiety, depression, perceived stress and eating behaviors among adolescents can be reduced through targeted prevention and intervention of core symptoms and bridging symptoms.

OBJECTIVES: To design a deep learning model that balances model complexity and performance to enable its integration into wearable ECG monitoring devices for automated diagnosis of atrial fibrillation. METHODS: This study was performed based on data from 84 patients with atrial fibrillation, 25 patients with atrial fibrillation, and 18 subjects without obvious arrhythmia collected from the publicly available datasets LTAFDB, AFDB, and NSRDB, respectively. A lightweight attention network based on depthwise separable convolution and fusion of channel-spatial information, namely DSC-AttNet, was proposed. Depthwise separable convolution was introduced to replace standard convolution and reduce model parameters and computational complexity to realize high efficiency and light weight of the model. The multilayer hybrid attention mechanism was embedded to compute the attentional weights of the channels and spatial information at different scales to improve the feature expression ability of the model. Ten-fold cross-validation was performed on LTAFDB, and external independent testing was conducted on AFDB and NSRDB datasets. RESULTS: DSC-AttNet achieved a ten-fold average accuracy of 97.33% and a precision of 97.30% on the test set, both of which outperformed the other 4 comparison models as well as the 3 classical models. The accuracy of the model on the external test set reached 92.78%, better than those of the 3 classical models. The number of parameters of DSC-AttNet was 1.01M, and the computational volume was 27.19G, both smaller than the 3 classical models. CONCLUSIONS This proposed method has a smaller complexity, achieves better classification performance, and has a better generalization ability for atrial fibrillation classification.
Atrial Fibrillation/diagnosis* ; Humans ; Electrocardiography ; Deep Learning ; Wearable Electronic Devices ; Neural Networks, Computer

The pathological changes of myocardial infarction （MI） are mainly characterized by progressive myocardial ischemic necrosis， decline in cardiac diastolic function， thinning of the ventricular wall， and enlargement of the ventricles. The clinical manifestations include myocardial ischemia， heart failure， arrhythmia， shock， and even sudden cardiac death， rendering MI one of the most perilous cardiovascular diseases. Currently， the clinical treatment for MI primarily involves interventional procedures and drug therapy. However， due to their significant side effects and high complication rates associated with these treatments， they fail to ensure a satisfactory quality of life and long-term prognosis for patients. On the other hand， traditional Chinese medicine has demonstrated remarkable potential in improving patient prognosis while reducing side effects. Research has elucidated that various signaling pathways such as nuclear transcription factor-κB （NF-κB）， adenosine 5̒-monophosphate-activated protein kinase （AMPK）， transforming growth factor-β （TGF-β）/Smads， mitogen-activated protein kinase （MAPK）， Wnt/β-catenin （β-catenin）， and phosphatidylinositol 3-kinase （PI3K）/protein kinase B（Akt） play crucial roles in regulating the occurrence and development of MI. Effectively modulating these signaling pathways through its therapeutic interventions， traditional Chinese medicine can enhance MI management by inhibiting apoptosis， providing anti-inflammatory properties， alleviating oxidative stress levels， and resisting myocardial ischemia. Due to its notable efficacy and favorable safety， it has become an area of focus in clinical practice.

Objective:To explore the effects of deep hyperthermia on chemotherapy-related adverse effects and immune-inflammatory indicators in the patients undergoing postoperative adjuvant chemotherapy for colorectal cancer.Methods:This retrospective study included 52 patients who underwent surgery for colorectal cancer at the Affiliated Zhongshan Hospital of Dalian University from September 2021 to December 2023. The patients were divided into two groups based on treatment method: the combination group ( n=29) received postoperative adjuvant chemotherapy combined with deep hyperthermia, while the chemotherapy group ( n=23) received postoperative adjuvant chemotherapy alone. Both groups were treated with the XELOX regimen (oxaliplatin + capecitabine). The degree of bone marrow suppression during treatment was assessed by analyzing peripheral blood parameters, including hemoglobin, leukocyte count, neutrophil count, and platelet count. Immune-inflammatory indicators, including complement, procalcitonin (PCT), interleukin-6 (IL-6), systemic immune-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR), were compared before and after treatment in both groups to evaluate the effects of deep hyperthermia on the immune-inflammatory response. Chi-square test or Fisher's exact test (two-tailed) was used to compare bone marrow suppression rates, and the immune-inflammatory indicators between the two groups were compared using t-tests or non-parametric tests, depending on whether the data conformed to a normal distribution. Results:In terms of myelosuppression, the incidence rates of moderate to severe decreases in leukocytes, neutrophils, platelets, and hemoglobin in the combination group were 31%, 31%, 21%, and 14%, respectively, compared to 52%, 61%, 48%, and 9% in the chemotherapy group. The change in PCT levels before and after treatment was significantly greater in the combination group than in the chemotherapy group ( P = 0.010). Both the combination group and the chemotherapy group showed significant reductions in SII, NLR and PLR after treatment, and the differences were statistically significant (all P < 0.05). The change in NLR before and after treatment was significantly greater in the combination group than in the chemotherapy group ( P = 0.031). Conclusions:Deep hyperthermia can alleviate chemotherapy-induced adverse effects such as thrombocytopenia and neutropenia in patients undergoing postoperative adjuvant chemotherapy for colorectal cancer. It also appears to improve the inflammatory response in these patients.

OBJECTIVE To investigate the inhibitory effect mechanism of Anzheng Kangliu Decoction against colorectal cancer by suppressing glycolysis through regulation of the phosphatidylinositol 3-kinase(PI3K)/protein kinase B(Akt)/mammalian target of rapamycin(mTOR)signaling pathway.METHODS Human colorectal cancer SW620 cells were treated with Anzheng Kangliu De-coction,and cell proliferation and migration abilities were assessed.Forty-two BALB/c nude mice were randomly divided into a blank control group,model group,5-fluorouracil(5-FU)group(0.025 g·kg-1),Anzheng Kangliu Decoction low-dose group(7.67 g·kg-1),medium-dose group(15.34 g·kg-1),and high-dose group(30.68 g·kg-1).The inhibitory effect of Anzheng Kan-gliu Decoction on subcutaneous xenograft tumors was evaluated by observing body weight,tumor volume,tumor mass,HE staining,im-munohistochemical staining of Ki67 and other indicators.High-throughput transcriptome sequencing was performed to identify differen-tially expressed genes and pathways in tumor tissues between the model group and the Anzheng Kangliu Decoction medium-dose group,elucidating the potential mechanism of Anzheng Kangliu Decoction against colorectal cancer.Glucose and lactate assay kits were used to measure glucose consumption and lactate production in SW620 cells and tumor tissues after Anzheng Kangliu Decoction intervention.Western blot was employed to detect the expression levels of p-PI3K/PI3K,p-Akt/Akt,p-mTOR/mTOR,hexokinase 2(HK2),and lactate dehydrogenase A(LDHA)in SW620 cells and tumor tissues following Anzheng Kangliu Decoction treatment.RE-SULTS In vitro cell experiments demonstrated that,compared with the blank control group,Anzheng Kangliu Decoction intervention significantly inhibited the proliferation and migration of SW620 cells(P<0.01),reduced glucose consumption and lactate production(P<0.05,P<0.01),and downregulated the protein expression levels of p-PI3K/PI3K,p-Akt/Akt,p-mTOR/mTOR,HK2,and LDHA(P<0.05,P<0.01).In vivo animal experiments revealed that,compared with the model group,Anzheng Kangliu Decoction suppressed the growth of subcutaneous xenograft tumors in nude mice(P<0.01),increased tumor tissue necrosis,decreased glucose consumption and lactate production in tumor tissues(P<0.05,P<0.01),and reduced the protein expression levels of p-PI3K/PI3K,p-Akt/Akt,p-mTOR/mTOR,HK2,and LDHA(P<0.05,P<0.01).CONCLUSION Anzheng Kangliu Decoction exerts an in-hibitory effect on colorectal cancer,and its mechanism may be associated with the suppression of glycolysis through regulation of the PI3K/Akt/mTOR signaling pathway.

Objective:To investigate the effect of Zhuyu Tongluo Tang combined with manual release on isokinetic muscle strength and serum TGF-β1 and IGF-1 levels in patients with joint stiffness after ankle fracture surgery.Methods:A prospective study was conducted on 80 patients with ankle fractures who experienced joint stiffness during the recovery period after surgery at Nanchang Hongdu Traditional Chinese Medicine Hospital from March 2021 to March 2024.The patients were randomly divided into control group(n=40)and observation group(n=40)using a random number table method.Both groups of patients received routine intervention,followed by manual release therapy in control group;observation group received treatment in combination with Zhuyu Tongluo Tang on the basis of control group,with a treatment course of 4 weeks.Compared treatment outcomes,isokinetic muscle strength test indicators,American Orthopaedic of Foot and Ankle Society(AOFAS),ankle activity score(AAS),visual analog scale(VAS),traditional Chinese medicine syndrome score,and changes in dorsiflexion angle from two groups of patients before and after 4 weeks of treatment,and measured serum levels of TGF-β1 and insulin-like growth factor-1(IGF-1).Results:After treatment,effective rate of control group was 75.00%,while effective rate of observation group was 92.50%(P<0.05);PT,PT/BW and TW of observation group and control group were significantly increased,and PT,PT/BW and TW of observation group were significantly higher than those of control group(all P<0.05);AOFAS and AAS scores of observation group and control group were significantly increased,while VAS score was significantly decreased.AOFAS and AAS scores of observation group were significantly higher than those of control group,while VAS score was significantly lower than those of control group(both P<0.05);scores and total scores of various traditional Chinese medicine symptoms in observation group and control group were significantly reduced,and observation group was significantly lower than that in control group(both P<0.05);dorsiflexion angle of the foot in both observation group and control group were significantly increased,and the increase in observation group was greater than that in control group(both P<0.05);levels of TGF-β1 and IGF-1 in both obser-vation group and control group were significantly increased,and levels of TGF-β1 and IGF-1 in observation group were significantly higher than those in control group(both P<0.05).Conclusion:Combination of Zhuyu Tongluo Tang and manual release can improve the symptoms of joint stiffness and traditional Chinese medicine syndromes during the recovery period of ankle fractures,increase the functional score and isokinetic muscle strength index of the ankle joint,raise the levels of TGF-β1 and IGF-1,and improve the patient's dorsiflexion angle.This treatment regimen has good clinical efficacy.

A porous composite scaffold is prepared through freeze-drying method using sodium alginate as the matrix and calcium citrate double salt as the functional enhancer.To thoroughly investigate the structure and properties of the composite scaffold,advanced instruments including Fourier transform infrared spectrometer,X-ray diffractometer,scanning electron microscope,and thermogravimetric analyzer are utilized for comprehensive structural characterization.Meanwhile,key properties such as porosity,mechanical performance,swelling ratio,gel fraction,and in vitro degradation rate are systematically tested and analyzed.The results show that the composite of sodium alginate and calcium citrate double salt is a physical complex.The porosity of the scaffold mainly ranges from 200 to 600 μm,and as the addition of double salt increases,the pore size firstly increases and then slightly decreases,while the pore distribution become more uneven.In terms of mechanical properties,with the gradual increase of the content of double salt in the scaffold,the mechanical properties of the scaffold are significantly improved.However,its swelling ratio and gel fraction exhibit decreasing trends.Additionally,the degradation rate of the alginate scaffold is relatively fast,while the addition of calcium citrate double salt does not significantly improve the degradation rate.This study not only provides valuable insights into the preparation and property research of porous composite scaffold composed of sodium alginate/calcium citrate double salt,but also offers important reference for their potential applications in biomedicine.

To address the limitations of the existing automatic electrocardiogram(ECG)diagnosis models in learning long-term dependencies,an automatic 12-lead long-term ECG signal diagnosis model which combines bidirectional selective state space model(bidirectional mamba,BiMamba)with residual multi-scale receptive field block(RMSF)is proposed:(1)designing a multi-scale receptive field module with residual connections to realize more extensive feature extraction and fusion;(2)introducing BiMamba block to enhance the model's temporal modeling capability by employing both forward and backward temporal processing;(3)using the classifier to process features from BiMamba for accomplishing multi-label ECG classification.Five major diagnostic categories from the PTB-XL dataset are extracted and subjected to 5-fold cross-validation experiments.The experimental results from the comparative study show that BiMamba-RMSF achieves an average accuracy of 89.42%,an average AUC of 0.9356,and an average F1 score of 72.85%,outperforming the other 4 automatic ECG diagnosis models.Additionally,ablation study further validates the effectiveness of BiMamba block.It is demonstrated that the proposed model has a high precision in the multi-label classification for 12-lead long-term ECG signals.

Objective:To investigate the effect of Zhuyu Tongluo Tang combined with manual release on isokinetic muscle strength and serum TGF-β1 and IGF-1 levels in patients with joint stiffness after ankle fracture surgery.Methods:A prospective study was conducted on 80 patients with ankle fractures who experienced joint stiffness during the recovery period after surgery at Nanchang Hongdu Traditional Chinese Medicine Hospital from March 2021 to March 2024.The patients were randomly divided into control group(n=40)and observation group(n=40)using a random number table method.Both groups of patients received routine intervention,followed by manual release therapy in control group;observation group received treatment in combination with Zhuyu Tongluo Tang on the basis of control group,with a treatment course of 4 weeks.Compared treatment outcomes,isokinetic muscle strength test indicators,American Orthopaedic of Foot and Ankle Society(AOFAS),ankle activity score(AAS),visual analog scale(VAS),traditional Chinese medicine syndrome score,and changes in dorsiflexion angle from two groups of patients before and after 4 weeks of treatment,and measured serum levels of TGF-β1 and insulin-like growth factor-1(IGF-1).Results:After treatment,effective rate of control group was 75.00%,while effective rate of observation group was 92.50%(P<0.05);PT,PT/BW and TW of observation group and control group were significantly increased,and PT,PT/BW and TW of observation group were significantly higher than those of control group(all P<0.05);AOFAS and AAS scores of observation group and control group were significantly increased,while VAS score was significantly decreased.AOFAS and AAS scores of observation group were significantly higher than those of control group,while VAS score was significantly lower than those of control group(both P<0.05);scores and total scores of various traditional Chinese medicine symptoms in observation group and control group were significantly reduced,and observation group was significantly lower than that in control group(both P<0.05);dorsiflexion angle of the foot in both observation group and control group were significantly increased,and the increase in observation group was greater than that in control group(both P<0.05);levels of TGF-β1 and IGF-1 in both obser-vation group and control group were significantly increased,and levels of TGF-β1 and IGF-1 in observation group were significantly higher than those in control group(both P<0.05).Conclusion:Combination of Zhuyu Tongluo Tang and manual release can improve the symptoms of joint stiffness and traditional Chinese medicine syndromes during the recovery period of ankle fractures,increase the functional score and isokinetic muscle strength index of the ankle joint,raise the levels of TGF-β1 and IGF-1,and improve the patient's dorsiflexion angle.This treatment regimen has good clinical efficacy.

A porous composite scaffold is prepared through freeze-drying method using sodium alginate as the matrix and calcium citrate double salt as the functional enhancer.To thoroughly investigate the structure and properties of the composite scaffold,advanced instruments including Fourier transform infrared spectrometer,X-ray diffractometer,scanning electron microscope,and thermogravimetric analyzer are utilized for comprehensive structural characterization.Meanwhile,key properties such as porosity,mechanical performance,swelling ratio,gel fraction,and in vitro degradation rate are systematically tested and analyzed.The results show that the composite of sodium alginate and calcium citrate double salt is a physical complex.The porosity of the scaffold mainly ranges from 200 to 600 μm,and as the addition of double salt increases,the pore size firstly increases and then slightly decreases,while the pore distribution become more uneven.In terms of mechanical properties,with the gradual increase of the content of double salt in the scaffold,the mechanical properties of the scaffold are significantly improved.However,its swelling ratio and gel fraction exhibit decreasing trends.Additionally,the degradation rate of the alginate scaffold is relatively fast,while the addition of calcium citrate double salt does not significantly improve the degradation rate.This study not only provides valuable insights into the preparation and property research of porous composite scaffold composed of sodium alginate/calcium citrate double salt,but also offers important reference for their potential applications in biomedicine.