1.Investigation of an outbreak of group A human G9P [8] rotavirus infectious diarrhea among adults in Chongqing
Yang WANG ; Yuan KONG ; Ning CHEN ; Lundi YANG ; Jiang LONG ; Qin LI ; Xiaoyang XU ; Wei ZHENG ; Hong WEI ; Jie LU ; Quanjie XIAO ; Yingying BA ; Wenxi WU ; Qian XU ; Ju YAN
Shanghai Journal of Preventive Medicine 2025;37(8):663-668
ObjectiveTo investigate and analyze an outbreak of rotavirus infectious diarrhea in a prison in Chongqing Municipality, to provide a basis for adult rotavirus surveillance and prevention, and to explore the public health problems in special settings. MethodsA retrospective survey was conducted to collect and analyze data on individual cases with diarrheal disease on-site. The clinical characteristics, as well as the temporal, spatial and geographical distribution patterns of the epidemic were described. Multi-pathogen detection tests were conducted both on diarrhea cases and environmental samples, with viral genotyping performed on positive samples. A case-control analysis was performed to identify the causes of the outbreak, and an SEIR model was adopted to predict the outbreak trend and evaluate the effectiveness of interventions. ResultsA total of 65 cases were found among the inmates, with an attack rate of 2.03%. The predominant clinical manifestations included diarrhea (89.23%), watery stool (73.85%), and dehydration (18.46%). The epidemic curve indicated a “human-to-human” transmission pattern, with an average incubation period of 5‒6 days. The attack rates among chefs in the main canteen (80.00%, 8/10) and caterers (28.33%, 17/60) were significantly higher than those of other inmates (P<0.05). Multi-pathogen polymerase chain reaction (PCR) testing detected positive for group A rotavirus, with the viral genotyping identified as G9P [8] strain. Factors such as unprotected "bare-handed" food distribution among cases with diarrhea (OR=9.512, 95%CI: 4.261‒21.234) and close contact with diarrhea cases (OR=3.656, 95%CI: 1.719‒7.778) were the possible cause of the outbreak. The SEIR model (r0=5, α=0.3, β1=0.08, β2=0.04) was constructed using prison inmates as susceptible population, aiming at fitting the initial transmission trend of the outbreak, and the epidemic rate declined rapidly after intervention measures were implemented (rt≈0). ConclusionThis rare rotavirus infection diarrhea outbreak among adults in confined settings suggests that the construction of public health prevention and control systems in prison may be overlooked. Cross infection during meal processing and distribution in the canteens of such settings is likely to be the cause of the outbreak. Given the potential neglect of public heath system construction in special settings, it is imperative to enhance the surveillance and monitoring of rotavirus and other intestinal multi-pathogens among adults, as well as the construction of public health prevention and control systems in these special settings.
2.Effect Mechanism of Guizhi Fulingwan in Regulating Sex Hormone Disorders in Rats with Benign Prostatic Hyperplasia Based on Serum Metabolomics
Chengchen LI ; Yuanpeng HUANG ; Qian ZHANG ; Dian ZENG ; Lingang KONG ; Yukun FAN ; Yuanduo XIA ; Hao CHEN ; Feng WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(24):21-29
ObjectiveTo analyse the efficacy and mechanism of Guizhi Fulingwan in regulating sex hormone disorders in rats with benign prostatic hyperplasia (BPH). MethodsThirty male SD rats were randomly divided into a sham group, a model group, a finasteride group (0.45 mg·kg-1·d-1), and low-dose and high-dose groups of Guizhi Fulingwan (0.135, 0.337 5 g∙kg-1∙d-1), with six in each group. The BPH model was prepared by subcutaneous injection of 3.5 mg∙kg-1∙d-1 testosterone propionate after debridement surgery in all groups except the sham group. The rats in the sham group and the model group were administered with an equal volume of saline by gavage, and the rest of the groups were administered with the corresponding medicinal solution by gavage for 35 days. Histopathology in rats was evaluated by prostate wet weight, volume, index, and hematoxylin-eosin (HE) staining. The serum sex hormone levels of testosterone (T), dihydrotestosterone (DHT), and estradiol (E2) were determined by enzyme-linked immunosorbent assay. The protein expression of the androgen receptor (AR) was detected by immunohistochemistry. The serum metabolism profiles of rats in the sham group, the model group, and the high-dose group of Guizhi Fulingwan were compared by ultra-high performance liquid chromatography tandem Fourier transform mass spectrometry (UHPLCQ Exactive) to screen for metabolic markers and to obtain relevant metabolic pathways. ResultsCompared with those in the sham group, the wet weight, volume, index, serum sex hormone level, and AR protein expression of the prostate in the model group were all elevated (P<0.05, P<0.01), and the histomorphology showed pathological changes. Compared with those in the model group, the wet weight, volume, index, serum sex hormone level, and AR protein expression of the prostate in the intervention groups showed a decreasing trend (P<0.05, P<0.01), and histopathology was improved. Serum metabolomics analysis obtained a total of 40 metabolic markers related to the intervention effect of Guizhi Fulingwan, such as dehydrosafynol, hyoscyamine, and lumichrome, which were involved in the pathways of autophagy, riboflavin metabolism, and retrograde endocannabinoid signaling. ConclusionGuizhi Fulingwan can effectively regulate sex hormone disorders in BPH rats, and its mechanism may be related to autophagy, riboflavin metabolism, and retrograde endocannabinoid signaling.
3.Mechanisms and roles of hydroxychloroquine in pregnancy in rheumatic diseases.
Lingjun KONG ; Qian WANG ; Yanan HE ; Wen ZHANG
Annals of the Academy of Medicine, Singapore 2025;54(2):113-124
INTRODUCTION:
Hydroxychloroquine (HCQ), originally an antimalarial drug, is currently used to treat multiple disorders, especially rheumatic diseases. Given its good efficacy and safety, HCQ is widely administered in pregnant patients. However, the safety profile of HCQ during pregnancy remains controversial due to limited research. In addition, HCQ has been reported to reduce preeclampsia in patients with systemic lupus erythematosus (SLE) and could potentially alleviate the symptom of preeclampsia. However, the clinical profile and molecular mechanism of HCQ in preeclampsia is yet to be fully understood.
METHOD:
We reviewed the literature on HCQ treatment in pregnancy with rheumatic diseases and preeclamp-sia in PubMed and Web of Science. We also discussed the safety of long-term therapy with HCQ during pregnancy.
RESULTS:
HCQ mainly modulates autoimmune response through inhibition of lysosomal function, toll-like receptor (TLR) signalling, nicotinamide adenine dinucleotide phosphate-mediated oxidative stress and autophagy. Benefits of HCQ in treating rheumatic diseases, including antiphospholipid syndrome, rheumatoid arthritis and Sjogren's syndrome during pregnancy, has been demonstrated in clinics. In particular, multiple clinical guidelines recommend HCQ as an indispensable therapeutic drug for pregnant patients with SLE. Additionally, it may potentially function in preeclampsia to improve clinical symptoms.
CONCLUSION
HCQ is effectively used for rheumatic diseases during pregnancy. The benefits of HCQ treatment in rheumatic diseases outweigh the risk of adverse reactions it induces in pregnant women.
Humans
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Hydroxychloroquine/pharmacology*
;
Pregnancy
;
Female
;
Antirheumatic Agents/pharmacology*
;
Rheumatic Diseases/drug therapy*
;
Pregnancy Complications/drug therapy*
;
Pre-Eclampsia/prevention & control*
;
Lupus Erythematosus, Systemic/drug therapy*
;
Arthritis, Rheumatoid/drug therapy*
;
Antiphospholipid Syndrome/drug therapy*
;
Sjogren's Syndrome/drug therapy*
4.Study on the evaluation of the therapeutic effect of Yiqi Huoxue formula combined with antiviral therapy on patients with hepatitis B-related liver fibrosis using the oligosaccharide chain test
Yaoyao MAO ; Jiaming ZHANG ; Peizhen LYU ; Li KONG ; Na FU ; Suxian ZHAO ; Qian WU ; Cuiying CHEN ; Yuemin NAN
Chinese Journal of Hepatology 2025;33(9):880-888
Objective:To explore the impact of the Yiqi Huoxue formula combined with nucleos(t)ide analogs (NAs) antiviral therapy on the serum N-glycan abundance in patients with hepatitis B-related liver fibrosis so as to clarify the application value of the oligosaccharide chain test (GT) for dynamic monitoring of the liver fibrosis progression.Methods:Sixty-two cases diagnosed with chronic hepatitis B at the Department of Hepatology, the Third Hospital of Hebei Medical University, between January 2020 and December 2022 were enrolled and divided into a Yiqi Huoxue Formula (YQHX) combined with NAs group and an NAs monotherapy group ( n=31), with 31 cases in each group for a total of 96 weeks of follow-up. Patient's basic clinical characteristics and liver stiffness measurement (LSM) were collected. GT was used simultaneously to detect the serum N-glycan profile and abundance changes. The nonparametric Mann-Whitney U test was used to compare the differences between the two groups. Enumeration data were expressed as number of cases and percentages (%). The χ2 test was used to compare constituent ratios between two or more groups. Correlation analysis was performed using the Spearman method, with P<0.05 considered statistically significant. Results:The proportion of patients was significantly higher in the YQHX combined with NAs group than the NAs monotherapy group [61.29% (19/31) vs. 9.68% (3/31), P<0.05] with no progression in liver fibrosis staging following 96 weeks of follow-up. The abundance of the N-glycan marker peak 8 [triantennary N-glycan (NA3)] had resulted in significant change for liver fibrosis improvements ( P<0.05), which predicts liver fibrosis progression and reversal in populations sensitive to traditional Chinese medicine. Conclusion:The combined application of Yiqi Huoxue formula and NAs can significantly promote the improvement rate of hepatitis B-related liver fibrosis. Serum N-glycan peak 8 may serve as a potential biomarker for monitoring the reversal of hepatitis B-related liver fibrosis.
5.m6A modification and vascular remodeling
Xinlong LIU ; Qian YU ; Peng KONG
Chinese Journal of Arteriosclerosis 2025;33(8):655-664
Vascular remodeling refers to a series of structural and functional abnormalities in the vascular wall,which is characterized by stenosis of the lumen,thickening of the vascular wall,reduction of vascular elasticity and compli-ance caused by changes in the microenvironment inside and outside the blood vessel,and ultimately the occurrence of car-diovascular events.Although the prevention,diagnosis and intervention of clinical cardiovascular diseases have improved,vascular dysfunction caused by vascular remodeling is still a huge problem and challenge that plagues clinical efficacy.N6-methyladenosine(m6A)modification is the most common and abundant post-transcriptional modification type in eukary-otic RNA.m6A methyltransferase,m6A demethylase and m6A reading protein are responsible for the occurrence,deletion and recognition of m6A modification,respectively.The m6A modification regulates the fate of important transcripts by participating in the splicing,degradation,translation,and subcellular translocation of RNA target molecules,thereby pla-ying a regulatory role in the maintenance of vascular physiological homeostasis and pathological remodeling.Studies have confirmed that m6 A modification-mediated vascular endothelial cell(EC)dysfunction,phenotypic transformation,abnormal proliferation,migration of medial vascular smooth muscle cell(VSMC),and aggregation and activation of monocytes/mac-rophages are involved in the occurrence and development of vascular remodeling diseases such as atherosclerosis and aneu-rysms.This article reviews the recent literatures on m6A modification in vascular remodeling,and discusses the effect of m6A methylation modification of important target molecules related to vascular remodeling on vascular cells function.Based on these,the intervention of m6A methylation may be a new target for clinical treatment and diagnosis in the future.
6.Study on the modeling method of rat model of coronary heart disease complicated with depression"double heart"disease
Fangge LU ; Yaxi LU ; Ge WU ; Ping YANG ; Qian WANG ; Yangyu PAN ; Yanna LUO ; Chengxiang WANG ; Pengyun KONG ; Liqiang YANG ; Xiaohong LI
Chinese Journal of Comparative Medicine 2025;35(7):11-24
Objective To observe the effects of four different modeling method on the hypothalamus-pituitary-adrenal(HPA)axis,blood rheology,platelet aggregation rate,and myocardial ischemia in rats,and to provide new ideas for the establishment of a rat model of"double heart"disease in line with clinical diagnosis and treatment characteristics.Methods Sixty-nine male Sprague-Dawley rats were divided randomly into a Control group(unstimulated),chronic unpredictable mild stimulation(CUMS)group,isoproterenol(ISO)group(intraperitoneal injection of ISO),high-fat diet(HFD)group(fed high-fat chow),and composite model(CUMS+ISO+HFD)group(n=12 rats in the Control and HFD groups;n=15 rats in the other three groups,respectively).Modeling procedures were carried out for a total of 8 weeks,with ISO injection started from week 6 of the experiment for a total of 3 weeks.At the end of modeling,rats in each group were subjected to absent-field and sugar-water preference behavioral tests.Electrocardiography(ECG)was performed to observe changes in ECG lead Ⅱ in each group.Serum levels of adrenocorticotropic hormone(ACTH),cortisol(Cor),corticosterone(CORT),endothelin-1(ET-1),and soluble intercellular adhesion molecule-1(sICAM-1)were detected by enzyme-linked immunosorbent assay.Myocardial histopathological changes were detected by hematoxylin/eosin(HE)staining.Serum total cholesterol(TC),triglycerides(TG),low-density lipoprotein cholesterol(LDL-C),and high-density lipoprotein cholesterol(HDL-C)were measured using an enzyme labeling instrument.Whole-blood high-cut viscosity(200 V/S),whole-blood low-cut viscosity(10 I/S),plasma viscosity,and fibrinogen were assessed using an automatic blood rheology analyzer.The maximum platelet aggregation rate(MAR)and average platelet aggregation rate(AAR)induced by arachidonic acid and adenosine diphosphate were detected using a whole-blood platelet aggregometer.Results Compared with the Control group,all four model groups had significantly lower absenteeism distance and number of entries into the central region in the absent-field test,and a lower sugar-water preference ratio(P<0.01).ECG revealed ST-segment elevation in the ISO and CUMS+ISO+HFD groups,tachycardia in the CUMS group,and mild ST-segment elevation in the HFD.Serum ACTH,Cor,CORT,ET-1,and sICAM-1 were all significantly elevated in the four model groups(P<0.01).HE staining showed that myocardial tissue was severely damaged in rats in the ISO and CUMS+ISO+HFD groups,with pathological changes such as localized fibrosis and inflammatory infiltration of the myocardium,while mild cardiomyocyte disarrangement and fracture was seen in the CUMS and HFD groups.Rats in the HFD group had increased serum TC and LDL(P<0.01)and decreased HDL contents(P<0.01).Compared with the Control group,whole-blood high-cut viscosity(200 V/S),whole-blood low-cut viscosity(10 I/S),plasma viscosity,and fibrinogen were all increased in the CUMS,HFD,and CUMS+ISO+HFD groups(P<0.01,P<0.05),while whole blood high-cut viscosity(200 V/S),whole blood low-cut viscosity(10 I/S),plasma viscosity,and fibrinogen levels were decreased in rats in the ISO group(P<0.01,P<0.05).MAR and AAR were significantly higher in rats in the CUMS,HFD,and CUMS+ISO+HFD groups(P<0.01),while the platelet aggregation rate was decreased in the ISO group compared with the Control group(P<0.01,P<0.05).Conclusions These result showed that the rat CUMS+ISO+HFD model better reflected the complexity of clinical double heart disease than the other three models.
7.Clinical significance and associated factors of abnormal intraoperative neurophysiological monitoring signals in cervical degenerative disease surgery
Jinhui SHI ; Shanwen WEI ; Fanqi KONG ; Yuanchen ZHU ; Jin QIAN ; Hanfeng HU ; Yang YANG ; Chunju YANG ; Huilin YANG
Chinese Journal of Orthopaedics 2025;45(17):1119-1127
Objective:To investigate the clinical significance and inducing factors of abnormal intraoperative neurophysiological monitoring (IONM) signals during surgery for cervical degenerative diseases.Methods:A retrospective analysis was performed on 586 patients who underwent cervical degenerative disease surgery with IONM at the Department of Orthopedics, The First Affiliated Hospital of Soochow University, from April 2015 to April 2024. Surgical approaches included 380 anterior spinal canal decompression and fusion procedures, 154 posterior spinal canal decompression and fusion procedures (including single-door laminoplasty, total laminectomy, and hemilaminectomy), and 52 combined anterior-posterior surgeries. The multimodal IONM protocol employed transcranial electrical stimulation motor evoked potentials (TES-MEP) and cortical somatosensory evoked potentials (CSEP), combined with electromyography (EMG). Bilateral deltoid muscles, thenar/hypothenar muscles and abductor hallucis muscles were monitored in all patients. Intraoperative MEP, SEP, and EMG results were recorded to analyze the causes of abnormal signals, intraoperative response strategies, and postoperative neurological function and outcomes. Fourfold table chi-square tests were used to analyze factors possibly associated with IONM alerts.Results:Among the 586 cervical surgeries, 17 cases (2.9%) exhibited abnormal IONM signals. These included 4 cases of anterior cervical discectomy and fusion (ACDF), 4 cases of anterior cervical corpectomy and fusion (ACCF), and 2 cases of combined anterior-posterior surgeries for cervical spondylotic myelopathy; and 5 posterior surgeries and 2 anterior ACCF procedures for ossification of the posterior longitudinal ligament (OPLL). The rate of abnormal IONM signals was significantly higher in patients with maximum spinal cord compression (MSCC)>60% (5.8%, 12/208) than in those with MSCC≤60% (χ 2=9.417, P=0.002); in patients with intraoperative hypotension during posterior surgery (mean arterial pressure reduction>20% from baseline, cumulative duration>20 min), the abnormal IONM rate was 22.2% (6/27), which was significantly higher than that in patients without intraoperative hypotension (χ 2=33.542, P<0.001); in patients who underwent calcified tissue removal during anterior surgery, the abnormal IONM rate was 9.3% (5/54), which was significantly higher than that in patients without calcified tissue removal (χ 2=13.162, P=0.003). Thus, MSCC>60%, intraoperative hypotension during posterior surgery, and calcified tissue removal during anterior surgery may be inducing factors for abnormal IONM signals. Among the 17 patients with monitoring abnormalities, 8 cases showed no significant improvement after corresponding intraoperative treatments, and 7 of these 8 cases experienced varying degrees of muscle strength decline and sensory numbness immediately after surgery; 9 cases showed partial or complete recovery of signals, among which 8 cases had no new-onset neurological impairment after surgery, and 1 case developed unilateral upper limb grip strength decline. IONM demonstrated a sensitivity of 0.8750 and specificity of 0.8889. Conclusions:Multimodal IONM can detect electrophysiological abnormalities of spinal cord nerve function during cervical degenerative disease surgery, providing real-time warning of potential nerve damage during the operation. The proportion of abnormal IONM signals is relatively high in cases with MSCC>60%, intraoperative hypotension during posterior cervical surgery, or calcified tissue removal during anterior cervical surgery.
8.Correlation of Hcy,hs-CRP and testosterone levels with risk of cerebral atherosclerosis in elderly males
Xiaolin ZHANG ; Lihua QIAN ; Xuebo PANG ; Meirong WANG ; Yongmei KONG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(10):1363-1366
Objective To investigate the associations between homocysteine(Hcy),high sensitivity C-reactive protein(hs-CRP)and testosterone levels and elderly male cerebral atherosclerosis(AS).Methods A total of 118 elderly male patients with cerebral AS admitted to our department from May 2020 to May 2022 were recruited and served as AS group.The group were further divided into an unstable plaque subgroup(37 cases)and a stable plaque subgroup(81 cases)ac-cording to the plaque property.Another 118 healthy elderly males who taking health checkup in our hospital during the same period were subjected and served as the non-AS group.The levels of serum Hcy,hs-CRP and testosterone were measured in all participants.The relationship between Hcy,hs-CRP and testosterone levels and cerebral AS was analyzed.Results The AS group had significantly larger proportion of hyperlipidemia and higher levels of Hcy and hs-CRP,but lower testosterone level when compared with the non-AS group(P<0.01).Multivariate logistic regres-sion analysis identified hyperlipidemia(OR=4.651,95%CI:1.790-12.080,P=0.002),Hcy(OR=1.592,95%CI:1.112-2.279,P=0.011)and hs-CRP(OR=2.951,95%CI:1.412-6.165,P=0.004)were risk factors,while testosterone was a protective factor(OR=0.661,95%CI:0.450-0.971,P=0.035)for occurrence of cerebral AS in elderly males.The levels of Hcy and hs-CRP were notably higher,and that of testosterone was remarkably lower in the unstable plaque subgroup than the stable plaque subgroup(P<0.05,P<0.01).ROC curve analysis indicated that the AUC value of Hcy,hs-CRP and testosterone in evaluating plaque stability in elderly male patients with cerebral AS was 0.806,0.795 and 0.712,respectively.Conclusion The abnormal lev-els of Hcy,hs-CRP and testosterone are related to the risk of cerebral AS in elderly males,and their levels have certain predictive value in predicting the plaque stability.
9.The role of YAP1 in regulating mitochondrial function and ATP release in bladder dysfunction induced by partial bladder outlet obstruction
Yongxiang SHAO ; Meng CHENG ; Mengyuan LIU ; Lingchen KONG ; Conglei HU ; Zilong LIANG ; Haofeng PANG ; Haiyang DU ; Zudu FAN ; Liping YAO ; Qian ZHANG ; Fei LIU
Chinese Journal of Urology 2025;46(2):134-140
Objective:To investigate the role of mechanosensor Yes-associated protein 1 (YAP1) in urothelial cells in inducing bladder dysfunction in a partial bladder outlet obstruction (pBOO) model.Methods:Ten female C57BL/6 mice were included in this study and randomly divided into pBOO and sham groups based on body weight using a stratified pairing method, with 5 mice in each group. The pBOO group underwent proximal urethral ligation surgery, while the sham group underwent a sham operation. Two weeks after surgery, the urinary pattern was analyzed using the urine spot test. The significant increase in urine spot numbers indicated the successful establishment of the pBOO model. The mice were then sacrificed, and bladder tissues were weighed and stained with hematoxylin and eosin (HE) to observe morphological changes. The bladder urothelial layer was further isolated, and total cell proteins were extracted to detect the expression levels of YAP1 protein using Western blotting. Mouse immortalized bladder urothelial cells were divided into three experimental groups: the negative control (NC) group, which was treated with YAP1-NC lentivirus; the overexpression (OE) group, which was treated with YAP1-OE lentivirus to induce YAP1 protein overexpression; and the verteporfin treatment (VP) group, which was treated with verteporfin on the basis of the OE group. Real-time quantitative PCR and Western blotting were used to verify the transcription and expression levels of YAP1 protein, the co-transcriptional activator TEAD4 protein, and the phosphorylated protein DRP1-616 (at serine 616) of dynamin-related protein 1 (DRP1). An ATP detection kit was used to measure the ATP release concentration in the NC, OE, and VP groups. The interaction between YAP1 and TEAD4 was investigated using co-immunoprecipitation, and the expression of the mitochondrial marker translocase of the outer mitochondrial membrane 20 (Tom20) was observed using immunofluorescence staining.Results:The results of the urine spot test showed that the number of urine spots on the filter paper in the pBOO group was higher than that in the sham group within 6 hours [(283.0±9.1) spots vs. (3.7±0.3) spots, P<0.01], and the urine spots were scattered. The bladder wet weight in the pBOO group was significantly higher than that in the sham group [(105.70±6.84) mg vs. (22.33±1.20) mg, P<0.01]. Histological observations revealed reduced bladder mucosal folds and increased detrusor muscle thickness in the pBOO group. The expression of YAP1 protein in the bladder urothelial cells of the pBOO group was significantly upregulated compared to the sham group [(1.26±0.08) vs. (0.50±0.04), P<0.01]. In vitro experiments showed that compared to the NC group, the OE group had significantly increased expression of DRP1-616 [(0.94±0.05) vs. (0.33±0.01), P<0.01] and higher ATP release concentration [(24.45±0.16) μmol/mg vs. (19.67±0.42) μmol/mg, P<0.01]. In contrast, the VP group had significantly decreased expression of DRP1-616 [(0.29±0.04) vs. (0.94±0.05), P<0.01] and lower ATP release concentration [(10.55±0.01) μmol/mg vs. (24.45±0.16) μmol/mg, P<0.01] compared to the OE group. Co-immunoprecipitation experiments using YAP1 and TEAD4 antibodies showed that YAP1 and TEAD4 proteins could interact and form a transcriptional complex to regulate ATP release. Immunofluorescence staining revealed increased expression of Tom20 in the OE group compared to the NC group [(104.20±3.28) vs. (74.51±3.87), P<0.01]. Conclusions:In the pBOO-induced bladder dysfunction model, YAP1 is highly expressed in urothelial cells. YAP1 forms a transcriptional complex with TEAD4 to regulate ATP release by promoting mitochondrial fission via DRP1-616 expression, which is a key mechanism underlying pBOO-induced bladder dysfunction.
10.The design and application of a genu valgum gait recognition model based on triple attention mechanism and spatial hierarchical pooling strategy.
Xiaoneng SONG ; Kun QIAN ; Xuan HOU ; Yizhe WANG
Journal of Biomedical Engineering 2025;42(5):994-1004
To facilitate the early intelligent screening of pediatric genu valgum, this study develops a deep learning-based gait recognition model tailored for clinical application. The model is constructed upon a three-dimensional residual network architecture and incorporates a triplet attention module alongside a spatial hierarchical pooling module, jointly enhancing feature interaction across temporal, spatial, and channel dimensions. This design ensures an optimal balance between representational capacity and computational efficiency. Evaluated on a self-constructed dataset, the model achieves precision of 98.0%, 97.1%, and 96.5%, recall rates of 97.5%, 97.0%, and 95.0%, and F 1-scores of 0.98, 0.97, and 0.96 on the training, validation, and test sets, respectively, demonstrating excellent recognition performance and strong generalization ability. Ablation experiments confirm the importance of the proposed model's core components in improving performance, and comparative experiments further highlight its significant advantages in recognition accuracy and robustness. Visualization experiments reveal that the model effectively focuses on key regions of gait images, with attention regions aligning closely with clinical anatomical landmarks, thereby enhancing the interpretability of the model's decision-making in clinical applications. In summary, the proposed model not only offers an efficient and reliable technical solution for early intelligent screening of genu valgum in children, but also provides a practical pathway for applying gait recognition technology in medical diagnosis.
Humans
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Gait
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Deep Learning
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Genu Valgum/physiopathology*
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Child
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Neural Networks, Computer
;
Algorithms

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