Objective: To develop a dual-branch deep learning framework for accurate multi-label classification of fundus diseases, addressing the key limitations of insufficient complementary feature extraction and inadequate cross-modal feature fusion in existing automated diagnostic methods. Methods: The fundus multi-label classification dataset with 12 disease categories (FMLC-12) dataset was constructed by integrating complementary samples from Ocular Disease Intelligent Recognition (ODIR) and Retinal Fundus Multi-Disease Image Dataset (RFMiD), yielding 6 936 fundus images across 12 retinal pathology categories, and the framework was validated on both FMLC-12 and ODIR. Inspired by the holistic multi-regional assessment principle of the Five Wheels theory in traditional Chinese medicine (TCM) ophthalmology, the dual-branch multi-label network (DBMNet) was developed as a novel framework integrating complementary visual feature extraction with pathological correlation modeling. The architecture employed a TransNeXt backbone within a dual-branch design: one branch processed red-green-blue (RGB) images to capture color-dependent features, such as vascular patterns and lesion morphology, while the other processed grayscale-converted images to enhance subtle textural details and contrast variations. A feature interaction module (FIM) effectively integrated the multi-scale features from both branches. Comprehensive ablation studies were conducted to evaluate the contributions of the dual-branch architecture and the FIM. The performance of DBMNet was compared against four state-of-the-art methods, including EfficientNet Ensemble, transfer learning-based convolutional neural network (CNN), BFENet, and EyeDeep-Net, using mean average precision (mAP), F1-score, and Cohen's kappa coefficient. Results: The dual-branch architecture improved mAP by 15.44 percentage points over the single-branch TransNeXt baseline, increasing from 34.41% to 44.24%, and the addition of FIM further boosted mAP to 49.85%. On FMLC-12, DBMNet achieved an mAP of 49.85%, a Cohen’s kappa coefficient of 62.14%, and an F1-score of 70.21%. Compared with BFENet (mAP: 45.42%, kappa: 46.64%, F1-score: 71.34%), DBMNet outperformed it by 4.43 percentage points in mAP and 15.50 percentage points in kappa, while BFENet achieved a marginally higher F1-score. On ODIR, DBMNet achieved an F1-score of 85.50%, comparable to state-of-the-art methods. Conclusion DBMNet effectively integrates RGB and grayscale visual modalities through a dual-branch architecture, significantly improving multi-label fundus disease classification. The framework not only addresses the issue of insufficient feature fusion in existing methods but also demonstrates outstanding performance in balancing detection across both common and rare diseases, providing a promising and clinically applicable pathway for standardized, intelligent fundus disease classification.

OBJECTIVE To investigate the effects and mechanism of the Yishen paidu formula on renal fibrosis in rats with chronic renal failure （CRF） through the reactive oxygen species （ROS）/thioredoxin-interacting protein （TXNIP）/NOD-like receptor thermal protein domain associated protein 3 （NLRP3） pathway. METHODS Rats were randomly divided into control group， model group， Yishen paidu formula low-dose （Yishen paidu formula-L） group， Yishen paidu formula high-dose （Yishen paidu formula- H） group， Yishen paidu formula-H+pcDNA-NC group， and Yishen paidu formula-H+ pcDNA-TXNIP group， with 10 rats in each group. Except for control group， all other rats were fed a diet containing 0.5% adenine to establish a CRF model； the rats were then administered corresponding drugs or normal saline intragastrically or via tail vein， once daily， for 8 consecutive weeks. After the last administration， the levels of serum creatinine （Scr）， blood urea nitrogen （BUN）， ROS， superoxide dismutase （SOD）， malondialdehyde （MDA）， tumor necrosis factor-α （TNF-α）， interleukin （IL）-6， and IL-1β were measured in each group. Pathological changes in renal tissue were observed， and the protein expression levels of Collagen Ⅲ， α-smooth muscle actin （α-SMA）， transforming growth factor-β1 （TGF-β1）， TXNIP and NLRP3 in renal tissue were detected. RESULTS Compared with model group， the renal histopathological damage and fibrosis of rats in Yishen paidu formula-L group and Yishen paidu formula-H group were significantly alleviated. The levels of Scr， BUN， ROS， MDA， TNF- α， IL-6 and IL-1β， and the protein expressions of Collagen Ⅲ， α-SMA， TGF-β1， TXNIP and NLRP3 were significantly decreased， while SOD levels were significantly increased （P＜0.05）. Moreover， the changes were more pronounced in the Yishen paidu formula-H group （P＜0.05）. Compared with Yishen paidu formula-H+pcDNA-NC group， above indexes of rats in Yishen paidu formula-H+pcDNA-TXNIP group were reversed significantly （P＜0.05）. CONCLUSIONS Yishen paidu formula can inhibit renal fibrosis in CRF rats by suppressing the ROS/TXNIP/NLRP3 pathway.

Health economics evidence plays an important role in linking clinical value evidence with health resource allocation decisions in the development of clinical practice guidelines. It can not only effectively balance clinical effectiveness and economic feasibility but also avoid forming "idealized" recommendations that are detached from the affordability of the healthcare system or the burden-bearing capacity of patients. To promote guideline developers to use health economics evidence more standardizedly and fully, this paper conducts an in-depth analysis of the current application status, existing challenges, access channels, and application processes of health economics evidence in current guidelines, and on this basis, puts forward considerations and suggestions for strengthening and standardizing the application of health economics evidence in China's clinical practice guidelines.

Objective To evaluate the clinical efficacy and safety of Compound Danshen Dripping Pills combined with Tirofiban in alleviating myocardial ischemia-reperfusion injury(MIRI)in patients with acute ST-segment elevation myocardial infarction(STEMI)after percutaneous coronary intervention(PCI).Methods Ninety-two patients with acute STEMI of qi stagnation and blood stasis syndrome who were admitted to the Chest Pain Center of Shunde Hospital,Guangzhou University of Chinese Medicine between March 2023 and October 2023 were equally randomized into a control group and a treatment group using a random number table,with 46 cases in each group.The control group received intracoronary loading dose of Tirofiban during PCI combined with postoperative intravenous micro-pump injection of Tirofiban,while the trial group additionally received Compound Danshen Dripping Pills orally,the treatment course lasted for 4 weeks.Before treatment or immediately after surgery and after 4 weeks of treatment,the two groups were observed in the changes in traditional Chinese medicine(TCM)syndrome scores,cardiac function parameters[including left ventricular ejection fraction(LVEF),cardiac output(CO),and left ventricular end-diastolic diameter(LVEDD)],and levels of inflammatory markers of C-reactive protein(CRP)and brain natriuretic peptide(BNP),as well as safety indicators such as liver and kidney function and coagulation parameters in both groups.The peak values of myocardial necrosis markers of creatine kinase-MB(CK-MB)and troponin I(cTnI)and other myocardial enzyme profiles between the two groups were compared.After treatment,the TCM syndrome efficacy of improvement,the therapeutic effect on improving ST-segment resolution(STR)of electrocardiogram,and the incidence of adverse cardiovascular events in both groups were assessed.Results(1)There were 3 patients dropping out during the trial,with a final total of 89 cases included in the efficacy analysis(44 cases in the control group and 45 cases in the trial group).(2)After 4 weeks of treatment,the total effective rate in the trial group was 95.56%(43/45)and that in the control group was 79.55%(35/44).Intergroup comparison by chi-square test showed that TCM syndrome efficacy in the trial group was significantly superior to that in the control group(P＜0.05).(3)After 4 weeks of treatment,the total effective rate for improving STR in the trial group was 93.33%(42/45)and that in the control group was 75.00%(33/44).Intergroup comparison(tested by chi-square test)demonstrated that the trial group had significantly stronger STR improvement efficacy than the control group(P＜0.05).(4)After 4 weeks of treatment,the serum levels of CRP and BNP in both groups were lower than those immediately after surgery(P＜0.05),and the trial group exhibited significantly greater reductions in both CRP and BNP levels than the control group(P＜0.01).(5)The peak values of myocardial necrosis markers of CK-MB and cTnI in the trial group were significantly lower than those in the control group,with statistically significant differences(P＜0.05).(6)After 4 weeks of treatment,the trial group showed significant improvements in LVEF and CO compared to immediate postoperative values(P＜0.05),while LVEDD demonstrated an improving trend without statistical significance(P＞0.05).The control group showed no significant improvements in LVEF,CO,or LVEDD(P＞0.05).The intergroup comparison revealed that the trial group had significantly better improvements in LVEF and CO than the control group(P＜0.05 or P＜0.01).(7)After 4 weeks of treatment,both groups showed reductions in the scores of chest pain,chest tightness,palpitations,emotional depression,hypochondriac distension,and dull complexion,as well as the total syndrome scores when compared to pretreatment values(P＜0.05),and the trial group presented significantly greater reductions than the control group(P＜0.05).(8)No statistically significant differences were shown in the parameters of liver/kidney function or coagulation between the two groups before and after treatment(P＞0.05).(9)The incidence of postoperative adverse cardiovascular events in the control group was 13.64%(6/44)and that in the trial group was 6.67%(3/45),and the intergroup comparison(tested by Fisher's exact test)showed no statistically significant difference(P＞0.05).Conclusion The combination therapy of Compound Danshen Dripping Pills and Tirofiban demonstrates significant efficacy in improving TCM syndromes,ST-segment elevation,myocardial necrosis markers,and cardiac function in STEMI patients after PCI,with good safety.

Objective To systematically evaluate the effects of liraglutide combined with metformin on glucose and lipid metabolism,sex hormones,reproductive function,and gastrointestinal reactions in patients with polycystic ovary syndrome(PCOS).Methods We searched databases such as PubMed,WanFang Medical Network,WanFang Database,China National Knowledge Infrastructure(CNKI),and VIP Journals to collect randomized controlled trials published from January 2011 to August 2022 on the treatment of polycystic ovary syndrome with liraglutide combined with metformin,using Revman 5.4 for the meta-analysis.Results A total of 16 case-control studies were included,involving 1436 patients.Compared to metformin alone,the combination of liraglutide and metformin significantly lowered fasting blood sugar,postprandial blood glucoseafter 2 hours,HbA1c,HOMA-IR,FINS,BMI,as well as LH,FSH,and total testosterone in patients with PCOS.It improved lipid levels,helped establish menstrual cycles,and increased the normal ovulation rate and natural conception rate in these patients.However,there was a significantly higher incidence of gastrointestinal reactions in the liraglutide plus metformin group,and the difference was statistically significant(P＜0.05).Conclusion The combination of liraglutide and metformin can improve glucose and lipid metabolism in patients with polycystic ovary syndrome(PC OS),reduce levels of LH,FSH,and total testosterone,help establish regular menstrual cycles,and increase ovulation and pregnancy rates,but it significantly increases gastrointestinal side effects.

Based on the theory of the liver's"using bitter herbs to nourish or purge"from Huangdi Neijing,this paper systematically elucidates the theoretical foundation for treating functional constipation from liver.Focusing on the physiological characteristic of"liver desires to disperse"and the pathological manifestation of"liver bitterness and urgency,"combined with the"liver communicates with the large intestine"theory,this paper establishes a diagnostic and therapeutic framework for managing functional constipation by regulating liver function.The pathological evolution of functional constipation manifests in three distinct stages:in the early stage,liver qi stagnation leads to large intestine qi obstruction,where damaged by an excess of seven emotions resulting in symptoms such as difficult defecation,abdominal bloating,and hypochondriac pain;in the middle stage,liver depression transforms into fire,scorching bodily fluids to generate dryness,thereby creating a pathological interplay of stagnation,fire,and dryness,which is marked by anal heat,dry mouth,and yellow urine;in the late stage,yin deficiency in liver and kidney causes large intestine malnutrition,resulting in a complex pathological state where yin deficiency,collateral blockage,dryness accumulation,and blood stasis intertwine,clinically manifesting as pellet-like stools(resembling sheep feces)and soreness and weakness of the waist and knees.In treatment,the formula design follows the principle of"sweetness to relieve,acridity to tonify,and sourness to purge,"with treatment principles varying across stages.In the early stage,the focus is on dispersing liver and regulating qi,and unblocking the zang-fu viscera;in the middle stage,the priority shifts to clearing heat-fire,nourishing large intestine,and promoting fluid production;whereas,in the late stage,the emphasis lies on nourishing yin,unblocking collaterals,and promoting blood circulation.This staged treatment of functional constipation overcomes the limitations of solely focusing on nourishing large intestine and facilitating feces excretion,thereby advancing the treatment of different stages based on syndrome differentiation and personalized treatment.It provides theoretical support for improving patients' intestinal function and enhancing overall health outcomes.

Coptis chinensis Franch. and Panax ginseng C. A. Mey. are traditional herbal medicines with millennia of documented use and broad therapeutic applications, including anti-diabetic properties. However, the synergistic effect of total alkaloids from Coptis chinensis and total ginsenosides from Panax ginseng on type 2 diabetes mellitus (T2DM) and its underlying mechanism remain unclear. The research demonstrated that the optimal ratio of total alkaloids from Coptis chinensis and total ginsenosides from Panax ginseng was 4∶1, exhibiting maximal efficacy in improving insulin resistance and gluconeogenesis in primary mouse hepatocytes. This combination demonstrated significant synergistic effects in improving glucose tolerance, reducing fasting blood glucose (FBG), the weight ratio of epididymal white adipose tissue (eWAT), and the homeostasis model assessment of insulin resistance (HOMA-IR) in leptin receptor-deficient (db/db) mice. Subsequently, a T2DM liver-specific network was constructed based on RNA sequencing (RNA-seq) experiments and public databases by integrating transcriptional properties of disease-associated proteins and protein-protein interactions (PPIs). The network recovery index (NRI) score of the combined treatment group with a 4∶1 ratio exceeded that of groups treated with individual components. The research identified that activated adenosine 5'-monophosphate-activated protein kinase (AMPK)/acetyl-CoA carboxylase (ACC) signaling in the liver played a crucial role in the synergistic treatment of T2DM, as verified by western blot experiment in db/db mice. These findings demonstrate that the 4∶1 combination of total alkaloids from Coptis chinensis and total ginsenosides from Panax ginseng significantly improves insulin resistance and glucose and lipid metabolism disorders in db/db mice, surpassing the efficacy of individual treatments. The synergistic mechanism correlates with enhanced AMPK/ACC signaling pathway activity.
Animals ; Panax/chemistry* ; Ginsenosides/administration & dosage* ; Diabetes Mellitus, Type 2/metabolism* ; Mice ; Male ; Alkaloids/pharmacology* ; Coptis/chemistry* ; Drug Synergism ; Insulin Resistance ; Mice, Inbred C57BL ; Humans ; Transcriptome/drug effects* ; Blood Glucose/metabolism* ; Hypoglycemic Agents/administration & dosage* ; Drugs, Chinese Herbal/administration & dosage* ; Hepatocytes/metabolism*

Objective To explore the effect of positive ruminative thinking training(PRT)on negative emotions during modified electroconvulsive therapy(MECT)in depression patients.Method A total of 80 patients with depression who received MECT at Ganzhou Third People's Hospital from February 2024 to February 2025 were selected as subjects.Using a random number table method,they were divided into control group(n=40)and observation group(n=40).The control group received standard interventions,while the observation group received PRT in addition to control group's interventions.Both groups continued treatment until the completion of MECT,with all patients receiving 8-12 sessions of MECT.Negative emotions,self-efficacy,and the positive and negative ruminative thinking(PNR)scale were compared between two groups.Before and after intervention,adverse reactions were evaluated in both groups post-treatment.Results After intervention,the scores of anxiety,depression scale,and negative factor rumination thinking in observation group were lower than those in control group.The scores of general self-efficacy scale and positive factor rumination thinking were higher than those in control group,and the differences were statistically significant(P＜0.05).The total incidence of adverse reactions in observation group was lower than that in control group(P＜0.05).Conclusion PRT can reduce negative emotions and negative rumination thinking in depression patients during MECT,improve positive rumination thinking and self-efficacy.

Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.

Objective:To analyze the differences in heart size，shape and function between fetuses with tetralogy of Fallot（TOF）and fetuses with malalignment ventricular septal defect（VSD）and pulmonary stenosis（PS）（named as，mild TOF）by fetal heart quantification（fetal HQ）and multi-parameter fetal echocardiography.Methods:From June 2021 to June 2023，50 fetuses with TOF（TOF group）diagnosed by fetal echocardiography at the Department of Diagnostic Ultrasound & Echocardiography Sir Run Run Shaw Hospital，Zhejiang University College of Medicine and 34 fetuses with VSD and PS matched to gestational age（mild TOF group）were retrospectively selected. Cardiovascular parameters were measured by 2D echocardiography，M-mode echocardiography and fetal HQ，including aortic dimension（AO）and its Z-score（AO Z-score），pulmonary artery diameter（PA）and its Z-score（PA Z-score），PA/AO ratio，main pulmonary artery diameter（MPA）and its Z-score（MPA Z-score），left pulmonary artery diameter（LPA）and its Z-score（LPA Z-score），right pulmonary artery diameter（RPA）and its Z-score（RPA Z-score），McGoon index（MGI），tricuspid annular diameter（TV）and its Z-score（TV Z-score），mitral annular diameter（MV）and its Z-score（MV Z-score），and MV/TV ratio. Measurements of global ventricular morphologic parameters included cardiac axis，left and right ventricular transverse diameters（LVW，RVW）and their ratio（LVW/RVW），left and right ventricular long diameters（LVL，RVL）and LVL/RVL ratio，left and right ventricular areas（LVA，RVA）and LVA/RVA ratio，global spherical index（GSI）and its Z-score，four chamber view transverse diameter（4CV-Width-ED），four chamber view end-diastolic longitudinal diameter（4CV-Length-ED），four chamber view end-diastolic area（4CV-Area-ED）. Measurements of left and right global ventricular functional parameters included fractional left ventricular and right ventricular area changes（LVFAC，RVFAC），left ventricular ejection fraction（LVEF），left ventricular and right ventricular global longitudinal strains（LVGLS，RVGLS）；end diastolic width diameter（Width-ED），SI and fractional shortening rate（FS）of 24 segments of left and right ventricles. The differences of the above parameters between the two groups were analyzed and compared，and the relationships between absolute values of GLS in left and right ventricles of TOF fetus and PA Z-score，MPA Z-score and PA/AO were analyzed. Binary Logistic regression model was used to select the best variables，and ROC curve was adopted to analyze the predictive values of ultrasonic parameter variables on TOF.Results:There were statistically significant differences in MV，TV，RVW，RVL，LVL，LVA，RVA，4CV-Length-ED，LVGLS，RVGLS，RVFAC，PA/AO，MPA，RPA，LPA，MGI，PA and PA Z-score between TOF group and mild TOF group（all P<0.05）. The Width-ED values of all segments of left ventricle were statistically different between TOF group and mild TOF group（all P<0.05）. There were statistical differences in SI between LV segments 4~6 and 8~24，and RV segments 1~21（all P<0.05）. The FS values between the 8th and 10th to 18th segments of RV revealed statistical differences（all P<0.05）. There were no statistical differences in the other parameters（all P>0.05）. The absolute value of LVGLS in TOF fetuses was positively correlated with PA Z-score，MPA Z-score and PA/AO（ r = 0.313，0.344，0.304，all P<0.05），and the absolute value of RVGLS was positively correlated with PA Z-score，MPA Z-score，and PA/AO（ r = 0.323，0.334，0.357，all P<0.05）. Binary Logistic regression model analysis confirmed that LVGLS，RVFAC and PA/AO were predictive variables. ROC curve analysis showed that the areas under the curves of LVGLS，RVFAC and PA/AO for predicting TOF were 0.746，0.693 and 0.849 respectively. The combined prediction efficiency was higher，and the area under the curve was 0.906. Conclusions:Fetal HQ combined with multiple fetal echocardiographic quantification indices can evaluate the differences in fetal heart size，shape and function between TOF and mild TOF. It is expected to provide important reference information in prenatal diagnosis and consultation for fetuses with TOF and mild TOF.