1.A multi-omics study to identify risk factors and drug targets of prostate cancer
Bohan LIU ; Shijian FENG ; Hong LI ; Kunjie WANG
Journal of Modern Urology 2026;31(6):559-570
Objective To systematically identify key risk biomolecules associated with the diagnosis of prostate cancer using multi-omics analysis methods, and to explore potential drug intervention targets. Methods Based on prostate cancer genome-wide association study data, GTEx v8 expression quantitative trait locus data, and The Cancer Genome Atlas database, this study screened for differentially expressed genes associated with prostate cancer pathogenesis through transcriptome imputation, summary data-based Mendelian randomization (SMR) analysis, colocalization analysis, and differential expression analysis.The identified differentially expressed genes were subjected to gene ontology analysis, single-cell RNA sequencing analysis, and correlation analysis with immune cell infiltration levels.Mendelian randomization (MR) was employed to investigate immune pathways and circulating metabolites associated with prostate cancer diagnosis.Potential drug targets for prostate cancer were screened using SMR analysis. Results Four differentially expressed genes associated with prostate cancer were identified, among which BHLHA15 (OR=1.08) was found to be associated with prostate cancer risk for the first time. MR analysis revealed that immune cell surface molecules and the inflammatory cytokine interleukin-17A (IL-17A) (OR=1.25) were risk factors for prostate cancer.MR analysis also indicated that higher levels of sebacate (OR=1.05) and cystine disulfide (OR=1.11) were associated with an increased risk of prostate cancer.Drug target analysis screened 14 potential target genes, among which high expression of OPRL1 was significantly correlated with poorer disease-free survival in prostate cancer patients (HR=2.00, P=0.024). Conclusion This study identified biomolecules associated with prostate cancer pathogenesis through multi-omics analysis, which may help deepen the clinical understanding of the pathogenic mechanisms underlying prostate cancer and reveal potential drug targets.
2.Analysis of knowledge, attitude, and practice levels regarding health protection against air pollution and related factors among Chinese primary school students
Chinese Journal of School Health 2026;47(7):958-961
Objective:
To assess the current status of knowledge, attitude, and practice (KAP) regarding health protection against air pollution among primary school students in China, and to analyze the impacts of fine particulate matter (PM 2.5 ) exposure, family, and individual factors on KAP levels, so as to provide empirical basis for implementing targeted interventions.
Methods:
Using stratified cluster random sampling method, a questionnaire survey was conducted among 19 297 primary school students from third to fifth grade across 30 provinces (autonomous regions and municipalities directly under the central government) in China in 2024. The questionnaire was developed based on the Technical Guidelines for the Assessment of Civic Environmental and Health Literacy (Trial), and encompasses three dimensions:knowledge, attitude, and practice. Spearman correlation analysis, Chi-square test, multivariate Logistic regression, and Bootstrap mediation effect test was applied for data analysis.
Results:
The overall mean KAP score for health protection against air pollution among primary school students was (79.73±13.53), with an adequacy rate of 80.47% ( n =15 528). The dimension scores for knowledge, attitude, and practice were (41.34±8.01, 16.43± 2.61 ), and (21.97±5.71), respectively. Knowledge was positively correlated with attitude and practice, and attitude was positively correlated with practice ( r =0.51, 0.35, 0.32, all P <0.01). Multivariate Logistic regression showed that the northeast region ( OR =2.36, 95% CI =2.02-2.75), having parents with a bachelor s degree or higher ( OR =4.76, 95% CI =2.71-8.37), living with both parents ( OR =1.33, 95% CI =1.15-1.55), being in the fifth grade ( OR =1.22, 95% CI =1.11-1.33), outdoor PM 2.5 level exceeding standard limits at the survey site ( OR =1.25, 95% CI =1.16-1.34), history of allergy ( OR =1.47, 95% CI =1.31-1.64), and wearing masks during heavily polluted weather ( OR =1.19, 95% CI =1.07-1.31) were promoting factors for KAP adequacy rate (all P <0.05). Conversely, obesity was a detrimental factor ( OR =0.78, 95% CI =0.69-0.88, all P <0.05).
Conclusions
Primary school students in China exhibit a favorable KAP level regarding health protection against air pollution, though regional, familial, and individual disparities persist. Exposure to PM 2.5 levels exceeding standard limits exerts a direct positive effect on enhancing health protection literacy. Future efforts should focus on the western region, families with lower educational attainment children to implement tailored, stratified interventions.
3.Role of"HA coat"in modulating stemness and endocrine resistance in ER+breast cancer
Shiyi WU ; Si CHEN ; Bohan LIU ; Yuting LIU ; Yiwen LIU ; Yiqing HE ; Yan DU ; Guoliang ZHANG ; Qian GUO ; Feng GAO ; Cuixia YANG
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(10):1298-1307
Objective·To determine hyaluronan(HA)expression in the endocrine-resistant microenvironment of estrogen receptor-positive(ER+)breast cancer and elucidate its impact on the acquired resistance.Methods·Chemiluminescent immunoassay was used to quantify HA levels in the culture supernatants of fulvestrant-resistant breast cancer cells.An immunofluorescence(IF)assay was performed to visualize the colocalization of CD44 and HA in MCF7/FulR cells.Using an established adaptive endocrine-resistant breast cancer mouse model,HA expression in resistant breast cancer tissues was assessed by immunohistochemistry(IHC)assay.Single-cell RNA sequencing(scRNA-seq)and RNA sequencing(RNA-seq)were conducted to examine transcriptomic profiles and alterations in HA-related genes in resistant breast cancer cells.Flow cytometry(FCM)was utilized to measure the proportion of CD44+CD24-cells in MCF7/FulR.The correlation between HA synthesis genes and cell stemness was investigated in clinical ER+breast cancers from GEO data sets.Hyaluronidase(HAase)treatment was applied to remove the"HA coat",and RT-qPCR and Western blotting analysis were carried out to monitor changes in stemness-related molecules.CCK-8 assays,flow cytometry(FCM),and Hoechst 33258 staining were performed to determine changes in apoptosis and fulvestrant efficiency after HAase treatment.Results·IF results revealed that compared with MCF7 cells,the"HA coat"on the surface of MCF7/FulR cells was significantly thickened.IHC demonstrated markedly increased HA retention in fulvestrant-resistant mouse breast cancer tissues.ScRNA-seq and RNA-seq analyses indicated elevated expression of stemness-related genes and HA synthesis-associated genes in fulvestrant-resistant breast cancer cells.Correlation analysis revealed a positive association between HA synthesis and cancer stemness in ER+breast cancer.IF and RT-qPCR results demonstrated that removing the HA coating from the surface of MCF7/FulR cells led to a significant reduction in the expression of stemness-related molecules;concurrently,CCK-8 assays,FCM analysis,and Hoechst 33258 staining revealed that"HA coat"clearance reduced MCF7/FulR'tolerance to fulvestrant and increased apoptosis.Conclusion·Endocrine-resistant breast cancer cells develop an enriched"HA coat",which promotes stemness in fulvestrant-resistant tumors.Disruption of this HA coat through HAase treatment effectively reduces cell stemness,induces apoptosis,and re-sensitizes breast cancer cells to fulvestrant.
4.Exploration on ideological and political education based on remodeling curriculum culture in the course of Medical Immunology
Hui LIU ; Rongyu LI ; Yanhong WU ; Tao ZHU ; Bohan DONG
Chinese Journal of Immunology 2025;41(9):2255-2259
Aiming at solving problems of ambiguous objectives,fragmented contents,fossilized forms,and single assess-ments in ideological and political education,a new course pattern have been constructed based on reestablishing course objectives,re-constructing teaching contents and resources,and reforming teaching models and evaluation systems through transition of course con-cept and promotion of online-and offline-blended course.Considering culture features of Immunology,diverse teaching activities were implemented.A cultural atmosphere of"happy learning,beauty orienting,thought discriminating,and practice devoting"have been created and the goal of ideological and political education with definite objectives,systematic contents,various forms,and multiple as-sessments have been archived.At the end of the term,a survey on the teaching effects of ideological and political education revealed that 99.3%of students felt moved,touched,and gained a lot during the ideological and political education.Remodeling the curriculum culture blazes a new path for ideological and political education in Medical Immunology.
5.Comparison of electroacupuncture and dexamethasone on lung development impairment in offspring rats induced by prenatal nicotine exposure
Tingting GUO ; Bo JI ; Yang FANG ; Yitian LIU ; Hewen LI ; Xiaoxuan LIU ; Liyu LIU ; Ling ZHANG ; Wenxuan LIU ; Ye QUAN ; Bohan MA ; Sakurai REIKO ; Virender Kumar REHAN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(8):1167-1175
Objective To investigate and compare the effects of electroacupuncture and dexamethasone on lung function and histomorphology and behavior in the offspring of perinatal nicotine exposure(PNE)rats.Methods Twenty-four pregnant Sprague-Dawley rats were randomly divided into control,model,electroacupuncture shallow needling,and dexamethasone groups using the random number table method(n=6 rats per group).A pulmonary dysplasia model in offspring rats with PNE was prepared by cervicodorsal subcutaneous injection with nicotine,and successful establishment of the model was confirmed by demonstrating statistically significant differences in growth parameters,lung function,and lung morphology compared to the control group.From the sixth day of maternal conception,the control group received cervicodorsal subcutaneous injection with 0.9%sodium chloride solution(1 mg/kg once per day),and the remaining groups were similarly injected with nicotine(1 mg/kg once per day).Concurrent with the nicotine injections,the electroacupuncture shallow needling group received electroacupuncture interventions at the"Zusanli"(ST 36)acupoint on both sides once a day for 20 min.In contrast,the offspring rats in the dexamethasone group received intraperitoneal dexamethasone injections from postnatal day 8(1.5 mg/kg once per day for 3 days),with a later dose of 0.75 mg/kg once per day for 4 days.Following successful model establishment,four offspring per rat were retained in each group using the random number table method.Until the 21st day after the birth of the offspring,using the random number table method,one offspring randomly selected from the four retained offspring per rat in each group was assigned to growth parameter assessment including body weight,lung weight,and lung index;simultaneously,one offspring was randomly selected for pulmonary function which was detected by a small animal pulmonary function machine,with the parameters of forced vital capacity(FVC),functional residual capacity(FRC),dynamic lung compliance(Cdyn),peak expiratory flow(PEF),peak inspiratory flow(PIF),and airway resistance(RL);concurrently,one offspring was randomly selected for hematoxylin and eosin staining to observe the histomorphology of the lung tissue,alveolar numbers,and mean alveolar septal thickness;additionally,one offspring was randomly selected for Morris water maze testing to evaluate the effects of the two intervention methods on learning and memory capabilities in offspring rats with PNE.Results Compared with the control group,the body weight,lung weight,lung index,FVC,PEF,FRC,Cdyn,alveolar number,platform crossing times,target quadrant time percentage,and target quadrant path percentage in the Morris water maze experiment were significantly decreased in the offspring rats of the model group(P<0.01).In contrast,PIF,RL,average thickness of alveolar septa,and latency of the Morris water maze experiment were significantly increased in the offspring rats of the model group(P<0.01).Compared with the model group,both electroacupuncture shallow needling group and dexamethasone group exhibited significant increases in body weight,lung weight,lung index,FVC,PEF,FRC,Cdyn,and alveolar numbers(P<0.05,P<0.01),along with significant decreases in PIF,RL values,and mean alveolar septal thickness(P<0.01).However,in the Morris water maze experiment,compared with the model group,the electroacupuncture shallow needling group demonstrated significantly more platform crossing times and a higher target quadrant time percentage and target quadrant path percentage(P<0.01),coupled with reduced latency period(P<0.01),whereas the dexamethasone group showed no significant differences compared to the model group.Compared to the electroacupuncture shallow needling group,the dexamethasone group showed significantly less platform crossing times and a lower target quadrant time percentage and target quadrant path percentage,coupled with increased latency period(P<0.01).Conclusion Both electroacupuncture and dexamethasone demonstrated protective effects on lung development in PNE offspring rats by ameliorating lung histomorphology and pulmonary function.However,offspring receiving late,small-dose,short-course dexamethasone exhibited inferior learning and memory capabilities,whereas the electroacupuncture group showed significantly superior cognitive performance compared to the dexamethasone group.
6.Cord blood stem cell transplantation for treating mucopolysaccharidosis Ⅱ: report of 5 cases and literature review
Qi JI ; Minyuan LIU ; Peifang XIAO ; Jie LI ; Bohan LI ; Shengqin CHENG ; Min ZHOU ; Shaoyan HU
Chinese Journal of Organ Transplantation 2025;46(11):749-756
Objective:To evaluate the efficacy and safety of cord blood stem cell transplantation (CBSCT) in pediatric recipients with mucopolysaccharidosis type Ⅱ (MPS Ⅱ, Hunter syndrome).Methods:Clinical data of five male children with MPS Ⅱ who underwent CBSCT at the Department of Hematology, Children's Hospital of Soochow University between March 2018 and July 2023 were retrospectively analyzed. Post-transplantation clinical outcomes and enzymatic activity were observed. Literature was searched in the China National Knowledge Infrastructure (CNKI), Wanfang, and PubMed databases using the keywords "mucopolysaccharidosis type Ⅱ" "MPS Ⅱ" "IDS gene" and "Hunter syndrome" in both English and Chinese. Articles describing clinical manifestations, genetic diagnosis, and hematopoietic stem cell transplantation (HSCT) in MPS II were screened.Results:All five patients were male, with a median age at diagnosis of 4.3(2.5-5.5) years and a median age at transplantation of 4.6(2.8-6.5) years. At diagnosis, all exhibited coarse facial features, hepatosplenomegaly, skeletal deformities or abnormalities, abnormal head MRI findings, and Mongolian spots; four had joint stiffness, three had valvular heart disease, and two had airway obstruction, short stature, and intellectual disability. Three recipients received single-unit cord blood, and two received double-unit cord blood. Myeloablative conditioning regimens consisted of busulfan, cyclophosphamide, anti-thymocyte globulin ± fludarabine. The median neutrophil engraftment and platelet engraftment times were 19(14-21) days and 26(15-44) days, respectively. Complete donor chimerism was achieved at 1 month post-transplantation. Complications included peri-engraftment syndrome in 5 cases, acute graft-versus-host disease (GVHD) in 2 cases (1 with grade Ⅳ skin and grade Ⅱ intestinal involvement; 1 with grade Ⅱ skin involvement), limited chronic GVHD in 1 case (moderate intestinal involvement), cytomegalovirus (CMV) infection in 3 cases, Epstein-Barr virus (EBV) infection in 1 case, and capillary leak syndrome in 1 case; all were successfully managed. At the last follow-up in December 2023, all patients were alive, and enzyme activity had normalized by 3 months post-transplantation. Most clinical symptoms and signs improved; however, neurocognitive function showed no significant improvement, and some recipients exhibited progressive brain parenchymal changes on MRI. Literature review included 7 English and 5 Chinese studies, indicating that CBSCT and other HSCT modalities can improve multi-system clinical manifestations in MPS Ⅱ children, including restoration of enzyme activity, organ function improvement (such as liver and spleen shrinkage, adenoid reduction), enhanced motor function, and stabilization of neurocognitive function. Some studies suggest superior efficacy compared with enzyme replacement therapy, particularly in delaying disease progression and improving daily living abilities.Conclusion:CBSCT effectively restores enzymatic activity and improves multi-system manifestations in children with MPS Ⅱ, although its effect on neurological symptoms remains controversial. It is a safe and feasible therapeutic option for this condition.
7.Efficacy of haploidentical hematopoietic stem cell transplantation in pediatric patients with Diamond-Blackfan anemia
Lu LIU ; Bohan LI ; Defei ZHENG ; Xinni BIAN ; Jie LI ; Shaoyan HU
Chinese Journal of Organ Transplantation 2025;46(11):757-762
Objective:To evaluate the clinical efficacy of haploidentical hematopoietic stem cell transplantation (haplo-HSCT) in treating pediatric Diamond-Blackfan anemia (DBA).Method:Clinical data of five pediatric DBA recipients who underwent haplo-HSCT at the Children's Hospital of Soochow University between June 2018 and June 2023 were retrospectively analyzed. The conditioning regimen comprised a backbone protocol of fludarabine, busulfan, and rabbit anti-human thymocyte immunoglobulin (Bu+Flu+ATG), with optional cyclophosphamide, rituximab, or thiotepa. Post-transplant prophylaxis for graft-versus-host disease (GVHD) included cyclosporine A/tacrolimus combined with mycophenolate mofetil and methotrexate. Outcome measures included neutrophil and platelet engraftment times, hematopoietic reconstitution, incidence and severity of post-transplant complications, hemoglobin maintenance, and survival status. Literature was searched in CNKI, Wanfang, and PubMed using the keywords "Diamond-Blackfan anemia" "DBA" and "haplo-HSCT" in both English and Chinese.Result:The median age at transplantation was 61 months. Human leukocyte antigen (HLA) matching ranged from 5-8/10 loci. Stem cell sources included bone marrow alone (1 case), bone marrow plus peripheral blood stem cells (PBSCT, 2 cases), umbilical cord blood (CB-HSCT, 1 case), and PBSCT combined with CB-HSCT (1 case). All five recipients achieved successful engraftment with complete hematopoietic and immune reconstitution. Median neutrophil and platelet engraftment times were 11 days and 9 days, respectively, with erythroid reconstitution at 25 days post-transplant. Complications included grade IV acute GVHD (aGVHD) in one recipient, grade I aGVHD in two recipients, and chronic GVHD (cGVHD) in one recipient. Cytomegalovirus (CMV) infection occurred in three cases, and Epstein-Barr virus (EBV) infection in one case, all of which resolved with ganciclovir. No other transplant-related complications were reported. At a median follow-up of 44.8(4.8-59.2) months, all recipients were alive with sustained erythroid reconstitution and disease-free survival. Literature review (six studies) confirmed HSCT as an effective treatment for DBA, with prognosis closely related to age at transplantation, conditioning regimens, and donor selection.Conclusion:Haplo-HSCT can be considered as a viable treatment option for pediatric DBA recipients.
8.Exploration on ideological and political education based on remodeling curriculum culture in the course of Medical Immunology
Hui LIU ; Rongyu LI ; Yanhong WU ; Tao ZHU ; Bohan DONG
Chinese Journal of Immunology 2025;41(9):2255-2259
Aiming at solving problems of ambiguous objectives,fragmented contents,fossilized forms,and single assess-ments in ideological and political education,a new course pattern have been constructed based on reestablishing course objectives,re-constructing teaching contents and resources,and reforming teaching models and evaluation systems through transition of course con-cept and promotion of online-and offline-blended course.Considering culture features of Immunology,diverse teaching activities were implemented.A cultural atmosphere of"happy learning,beauty orienting,thought discriminating,and practice devoting"have been created and the goal of ideological and political education with definite objectives,systematic contents,various forms,and multiple as-sessments have been archived.At the end of the term,a survey on the teaching effects of ideological and political education revealed that 99.3%of students felt moved,touched,and gained a lot during the ideological and political education.Remodeling the curriculum culture blazes a new path for ideological and political education in Medical Immunology.
9.Comparison of electroacupuncture and dexamethasone on lung development impairment in offspring rats induced by prenatal nicotine exposure
Tingting GUO ; Bo JI ; Yang FANG ; Yitian LIU ; Hewen LI ; Xiaoxuan LIU ; Liyu LIU ; Ling ZHANG ; Wenxuan LIU ; Ye QUAN ; Bohan MA ; Sakurai REIKO ; Virender Kumar REHAN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(8):1167-1175
Objective To investigate and compare the effects of electroacupuncture and dexamethasone on lung function and histomorphology and behavior in the offspring of perinatal nicotine exposure(PNE)rats.Methods Twenty-four pregnant Sprague-Dawley rats were randomly divided into control,model,electroacupuncture shallow needling,and dexamethasone groups using the random number table method(n=6 rats per group).A pulmonary dysplasia model in offspring rats with PNE was prepared by cervicodorsal subcutaneous injection with nicotine,and successful establishment of the model was confirmed by demonstrating statistically significant differences in growth parameters,lung function,and lung morphology compared to the control group.From the sixth day of maternal conception,the control group received cervicodorsal subcutaneous injection with 0.9%sodium chloride solution(1 mg/kg once per day),and the remaining groups were similarly injected with nicotine(1 mg/kg once per day).Concurrent with the nicotine injections,the electroacupuncture shallow needling group received electroacupuncture interventions at the"Zusanli"(ST 36)acupoint on both sides once a day for 20 min.In contrast,the offspring rats in the dexamethasone group received intraperitoneal dexamethasone injections from postnatal day 8(1.5 mg/kg once per day for 3 days),with a later dose of 0.75 mg/kg once per day for 4 days.Following successful model establishment,four offspring per rat were retained in each group using the random number table method.Until the 21st day after the birth of the offspring,using the random number table method,one offspring randomly selected from the four retained offspring per rat in each group was assigned to growth parameter assessment including body weight,lung weight,and lung index;simultaneously,one offspring was randomly selected for pulmonary function which was detected by a small animal pulmonary function machine,with the parameters of forced vital capacity(FVC),functional residual capacity(FRC),dynamic lung compliance(Cdyn),peak expiratory flow(PEF),peak inspiratory flow(PIF),and airway resistance(RL);concurrently,one offspring was randomly selected for hematoxylin and eosin staining to observe the histomorphology of the lung tissue,alveolar numbers,and mean alveolar septal thickness;additionally,one offspring was randomly selected for Morris water maze testing to evaluate the effects of the two intervention methods on learning and memory capabilities in offspring rats with PNE.Results Compared with the control group,the body weight,lung weight,lung index,FVC,PEF,FRC,Cdyn,alveolar number,platform crossing times,target quadrant time percentage,and target quadrant path percentage in the Morris water maze experiment were significantly decreased in the offspring rats of the model group(P<0.01).In contrast,PIF,RL,average thickness of alveolar septa,and latency of the Morris water maze experiment were significantly increased in the offspring rats of the model group(P<0.01).Compared with the model group,both electroacupuncture shallow needling group and dexamethasone group exhibited significant increases in body weight,lung weight,lung index,FVC,PEF,FRC,Cdyn,and alveolar numbers(P<0.05,P<0.01),along with significant decreases in PIF,RL values,and mean alveolar septal thickness(P<0.01).However,in the Morris water maze experiment,compared with the model group,the electroacupuncture shallow needling group demonstrated significantly more platform crossing times and a higher target quadrant time percentage and target quadrant path percentage(P<0.01),coupled with reduced latency period(P<0.01),whereas the dexamethasone group showed no significant differences compared to the model group.Compared to the electroacupuncture shallow needling group,the dexamethasone group showed significantly less platform crossing times and a lower target quadrant time percentage and target quadrant path percentage,coupled with increased latency period(P<0.01).Conclusion Both electroacupuncture and dexamethasone demonstrated protective effects on lung development in PNE offspring rats by ameliorating lung histomorphology and pulmonary function.However,offspring receiving late,small-dose,short-course dexamethasone exhibited inferior learning and memory capabilities,whereas the electroacupuncture group showed significantly superior cognitive performance compared to the dexamethasone group.
10.Automatic Detection of Valvular Regurgitation by Echocardiography Based on Deep Learning
Mate GUO ; Yanjie SONG ; Chan SHI ; Shimin SUN ; Jia MA ; Bohan LIU ; Qiushuang WANG ; Liwei ZHANG ; Feifei YANG
Chinese Journal of Medical Imaging 2025;33(2):147-151
Purpose To investigate the feasibility of a deep learning framework to automatically analyze echocardiographic color Doppler videos in detecting valvular regurgitation.Materials and Methods This study retrospectively collected echocardiographic images of 1 109 patients with valvular regurgitation in the Fourth Medical Center of PLA General Hospital,from June 2015 to September 2019 as the training and validation sets.A prospective continuous collection of 1 562 echocardiography images was used as the test set in the Fourth Medical Center of PLA General Hospital from May 13 to June 13,2023,including 378 cases of mitral regurgitation and 223 cases of aortic regurgitation.This study developed deep learning networks to establish view classification model and valvular regurgitation recognition model,including the efficiency of section classification of deep learning models.Results The deep learning view classification model in this study could automatically identify two views for diagnosing mitral regurgitation and aortic regurgitation.The recognition accuracy for the parasternal long axis color Doppler view and the apical four chamber mitral color Doppler view was 1.00 and 0.93,respectively.The sensitivity,specificity,accuracy and area under the curve of the deep learning model for diagnosing mitral regurgitation were 0.847,0.852,0.849 and 0.930,respectively.The sensitivity,specificity,accuracy and area under the curve of the deep learning model in diagnosing aortic regurgitation were 0.857,0.861,0.859 and 0.940,respectively.Conclusion Deep learning algorithms can automatically identify valvular regurgitation and have the potential to become a screening tool for valvular heart disease.


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