BACKGROUND:In recent years,deep learning technologies have been increasingly applied in the field of oral medicine,enhancing the efficiency and accuracy of oral imaging analysis and promoting the rapid development of intelligent oral medicine. OBJECTIVE:To elaborate the current research status,advantages,and limitations of deep learning based on oral imaging in the diagnosis and treatment decision-making of oral diseases,as well as future prospects,exploring new directions for the transformation of oral medicine under the backdrop of deep learning technology. METHODS:PubMed was searched for literature related to deep learning in oral medical imaging published from January 2017 to January 2024 with the search terms"deep learning,artificial intelligence,stomatology,oral medical imaging."According to the inclusion criteria,80 papers were finally included for review. RESULTS AND CONCLUSION:(1)Classic deep learning models include artificial neural networks,convolutional neural networks,recurrent neural networks,and generative adversarial networks.Scholars have used these models in competitive or cooperative forms to achieve more efficient interpretation of oral medical images.(2)In the field of oral medicine,the diagnosis of diseases and the formulation of treatment plans largely depend on the interpretation of medical imaging data.Deep learning technology,with its strong image processing capabilities,aids in the diagnosis of diseases such as dental caries,periapical periodontitis,vertical root fractures,periodontal disease,and jaw cysts,as well as preoperative assessments for procedures such as third molar extraction and cervical lymph node dissection,helping clinicians improve the accuracy and efficiency of decision-making.(3)Although deep learning is promising as an important auxiliary tool for the diagnosis and treatment of oral diseases,it still has certain limitations in model technology,safety ethics,and legal regulation.Future research should focus on demonstrating the scalability,robustness,and clinical practicality of deep learning,and finding the best way to integrate automated deep learning decision support systems into routine clinical workflows.

Objective To investigate the potential beneficial predictors for endovascular treatment(EVT)in case of acute anterior circulation large vessel occlusion with large-core infarction.Methods We made a retrospective inclusion of 92 patients with anterior circulation large vessel occlusion and core infarct volume ranging from 50 to 100 mL,who underwent EVT at Zhangzhou Municipal Hospital of Fujian Province from March 2018 to February 2021.All the patients were confirmed as anterior circulation large infarction and large infarct volume using computed tomography(CT),computed tomography angiography(CTA),and computed tomography perfusion(CTP)before EVT.All clinical and imaging data were collected to observe the postoperative recurrence rate,incidence of symptomatic intracranial hemorrhage(sICH),and functional prognosis 90 days.Then the patients were divided into favorable outcomes group(mRS≤3)and unfavorable outcomes group(mRS＞3)based on Rankin scores 90 days post-stroke.Univariate and multivariate Logistic analysis were conducted to analyze factors influencing the patients'prognosis.By combining the results of multivariate analysis,we constructed receiver operating characteristic(ROC)curves and identified the cut-off value to evaluate the predictive value of age for post-vascular treatment prognosis.Results Among the included patients,the postoperative revascularization rate(mTIICI≥2b)was 95％(88 cases),the rate of favorable outcomes at 90 days postoperatively(mRS≤3)was 32.61％(30 cases),the incidence of sICH was 13％,and the mortality rate was 31.5％.Compared with the unfavorable outcomes group,the favorable outcomes group had a younger age and a higher proportion of males.Multivariate analysis indicated that older age was an independent risk factor for adverse outcomes following endovascular treatment(OR=4.97,95％CI:1.78-13.90,P=0.002).The ROC curve indicated that the area under the curve was maximized at the age of 72.5 years(AUC=0.763,95％CI:0.661-0.864,P＜0.001).Its sensitivity and specificity was 0.565 and 0.833,respectively.Conclusion Age is an independent predictor of the prognosis of acute procirculatory large core stroke.Patients with large core infarction older than 72.5 years may not benefit from endovascular therapy,which needs to be confirmed by a multicenter large sample prospective randomized controlled trial.

Objectives:To systemically evaluate the efficacy and safety of His-Purkinje conduction system pacing(HPCSP,including His bundle pacing[HBP]and left bundle branch area pacing[LBBAP])combined with atrioventricular node ablation for the treatment of atrial fibrillation combined with heart failure.Methods:The PubMed,Cochrane Library,Web of Science,Embase,China National Knowledge Infrastructure(CNKI),Wanfang Data,VIP,and Yiigle were searched for studies on HPCSP combined with atrioventricular node ablation for the treatment of atrial fibrillation combined with heart failure since the established until July 31,2024.Meta-analysis was performed using RevMan 5.4 and Stata 15.1.Results:A total of 13 studies were included with 1 071 patients,the success rate of HPCSP combined with atrioventricular node ablation was 93.1%.The meta-analysis results revealed that,in terms of effectiveness outcomes,compared with baseline,left ventricular end-diastolic diameter(mean difference[MD]=-3.11,95%CI:-4.16 to-2.06,P<0.000 01)was significantly reduced,New York Heart Association(NYHA)cardiac function classification(MD=-1.36,95%CI:-1.48 to-1.24,P<0.000 01)was significantly decreased,and left ventricular ejection fraction(MD=9.86,95%CI:7.02 to 12.69,P<0.000 01)was significantly increased during follow-up.The pacing QRS duration was prolonged from baseline after atrioventricular node ablation(MD=7.83,95%CI:2.79 to 12.87,P=0.002);In terms of safety outcomes,HPCSP pacing thresholds remained stable(MD=0.07,95%CI:-0.01 to 0.15,P=0.11)and impedance was decreased(MD=-78.84,95%CI:-120.21 to-37.47,P=0.000 2)during operation and follow-up.The complication rate was 7.9%,the heart failure rehospitalization rate was 4.5%and the mortality rate was 5.8%.Compared with biventricular pacing(BVP),HPCSP was correlated with shorter pacing QRS duration(MD=-39.08,95%CI:-62.35 to-15.80,P=0.001)and higher left ventricular ejection fraction(MD=4.38,95%CI:0.37 to 8.40,P=0.03),there was no significant difference in left ventricular end-diastolic diameter(MD=-9.11,95%CI:-19.93 to 1.72,P=0.100).During follow-up,LBBAP exhibited a lower pacing threshold than HBP(MD=0.61,95%CI:0.23 to 1.00,P=0.002);Endpoint event rates were similar between HBP and LBBP(RR=1.47,95%CI:0.83 to 2.60,P=0.190).Conclusions:Results of this meta-analysis demonstrate that HPCSP combined with atrioventricular node ablation for the treatment of atrial fibrillation combined with heart failure is effective and safe.HPCSP is associated with better ventricular electro-mechanical synchronization and cardiac function compared with BVP,and LBBAP pacing parameters are superior to HBP.

This paper expounds the origin and development of the thought of circular movement,summarizes its core and application ideas.It attempts to generalize the pathogenesis of chronic cough and asthma from the perspective of"non-circular movement",and explores the mechanism of Bazhen Decoction in treating chronic cough and asthma.In specific clinical practice,it is emphasized that based on the use of Bazhen Decoction,a comprehensive analysis and adjustment of the prescription should be carried out from aspects such as"qi and blood,yin and yang,deficiency and excess,qi movement"to achieve better therapeutic effects.

Objective To investigate the risk factors for cardiovascular disease(CVD)in patients with rheumatoid arthritis(RA).Methods Clinical data of 225 patients with RA admitted to the Second Affiliated Hospital of Zhengzhou University from January 2023 to September 2024 were collected,and the patients were divided into CVD group(n=50)and non-CVD group(n=175)according to whether they were complicated by CVD.Univariate and multivariate Logistic regression was used to analyze the risk factors of CVD in RA patients.Results Univariate Logistic regression analysis showed that age,hematocrit,red cell volume distribution width(RDW),erythrocyte sedimentation rate,neutrophil to high density lipoprotein ratio(NHR)and platelet to lymphocyte ratio(PLR)were all influencing factors for CVD in RA patients(P＜0.05).Multivariate Logistic regression analysis showed that age,RDW,NHR and PLR were all risk factors for CVD in RA patients(P＜0.05).The results of receiver operating characteristic curve analysis showed that the area under the curve(AUC)of age,RDW,NHR and PLR diagnosed CVD in RA patients were 0.844,0.797,0.572 and 0.713,respectively.The combined diagnosis AUC of four indexes was 0.898.Conclusion The risk of CVD in RA patients is influenced by many factors,and the combination of age,RDW,NHR,and PLR can improve early diagnosis of CVD in RA patients.

Objective:To investigate the effects of thioredoxin reductase 1 (TXNRD1) on ferroptosis and immune function of dendritic cells (DCs) in septic mice, and to provide a basis for improving the immunosuppression in sepsis caused by wound infection.Methods:This study was an experimental research. Sixty male C57BL/6J mice aged 6-8 weeks were subjected to cecal ligation and puncture (CLP) to establish sepsis models. Ten mice were selected at 0 (immediately), 6, 12, 24, 48, and 72 h after CLP surgery, respectively, according to the random number table method. Mouse splenic DCs were isolated using CD11c-positive magnetic beads. The protein expressions of TXNRD1, and anti-ferroptosis proteins solute carrier family 7 member 11 (SLC7A11), and glutathione peroxidase 4 (GPX4) in the cells were detected by Western blotting, the reduced glutathione (GSH) content in the cells was measured by colorimetric assay, the lipid peroxidation level was assessed via live-cell imaging technology, and the levels of major histocompatibility complex class Ⅱ subtype I-A/I-E and leukocyte differentiation antigens CD80 and CD86 were detected by flow cytometry. Another 100 male C57BL/6J mice aged 6-8 weeks were divided into corn oil+sham injury group, corn oil+CLP group, inhibitor+sham injury group, and inhibitor+CLP group according to the random number table method, with 25 mice in each group. Mice in the two inhibitor groups were intraperitoneally injected with TXNRD1 inhibitor auranofin, while mice in the two corn oil groups were intraperitoneally injected with corn oil. One hour later, mice in the two CLP groups underwent CLP surgery to establish sepsis models, while mice in the two sham injury groups underwent sham surgery. Twenty mice from each group were selected to observe survival within 7 d post-surgery, and the survival rate was calculated. At 24 h post-surgery, mouse splenic DCs from the remaining 5 mice in each group were collected for corresponding assays as above.Results:Compared with those at 0 h after CLP surgery, the protein expressions of TXNRD1, GPX4, and SLC7A11 in mouse cells at 24 h after CLP surgery and the protein expression of TXNRD1 in mouse cells at 48 h after CLP surgery were significantly decreased ( P<0.05), the GSH content in mouse cells was significantly decreased at 24 and 48 h after CLP surgery ( P<0.05). The lipid peroxidation level in mouse cells was low at 0, 6, and 12 h after CLP surgery, slightly lower than that at 72 h after CLP surgery; the lipid peroxidation levels in mouse cells at 24 and 48 h after CLP surgery were significantly higher than those at 0, 6, 12, and 72 h after CLP surgery. Compared with those at 0 h after CLP surgery, the levels of I-A/I-E and CD80 in mouse cells at 6, 12, 24, 48, and 72 h after CLP surgery and the levels of CD86 in mouse cells at 12, 24, and 48 h after CLP surgery were significantly increased ( P<0.05). At 24 h post-surgery, the protein expressions of TXNRD1, SLC7A11, and GPX4 in mouse cells in corn oil+CLP group were significantly lower than those in corn oil+sham injury group ( P<0.05), while the protein expressions of TXNRD1, SLC7A11, and GPX4 in mouse cells in inhibitor+CLP group were significantly lower than those in corn oil+CLP group and inhibitor+sham injury group ( P<0.05). At 24 h post-surgery, the content of GSH in mouse cells in corn oil+CLP group was (239±32) μg/mg, which was significantly lower than (366±59) μg/mg in corn oil +sham injury group ( P<0.05); the content of GSH in mouse cells in inhibitor+CLP group was (134±19) μg/mg, which was significantly lower than (355±31) μg/mg in inhibitor+sham injury group and that in corn oil+CLP group (with both P values <0.05). At 24 h post-surgery, the lipid peroxidation level of mouse cells in inhibitor+CLP group was significantly higher than that in the other three groups ( P<0.05). At 24 h post-surgery, the levels of I-A/I-E, CD80, and CD86 in mouse cells in corn oil+CLP group were significantly higher than those in corn oil+sham injury group ( P<0.05), while the levels of I-A/I-E and CD80 in mouse cells in inhibitor+CLP group were significantly higher than those in inhibitor+sham injury group ( P<0.05) but significantly lower than those in corn oil+CLP group ( P<0.05); the level of CD86 in mouse cells in inhibitor+sham injury group was significantly higher than that in corn oil+sham injury group ( P<0.05). Within 7 d post-surgery, the survival rate of mice in inhibitor+CLP group was significantly lower than that in inhibitor+sham injury group and corn oil+CLP group (with χ2 values of 31.19 and 3.91, respectively, both P values <0.05). Conclusions:In septic mice, the expression of TXNRD1 in DCs is reduced, cell ferroptosis is enhanced, and immune function is weakened. The inhibition of TXNRD1 in DCs will exacerbate cell ferroptosis and immune function suppression, and is closely related to the poor prognosis of sepsis.

BACKGROUND: The available evidence regarding the benefits of percutaneous coronary intervention (PCI) on patients receiving dialysis with coronary artery disease (CAD) is limited and inconsistent. This study aimed to evaluate the association between PCI and clinical outcomes as compared with medical therapy alone in patients undergoing dialysis with CAD in China. METHODS: This multicenter, retrospective study was conducted in 30 tertiary medical centers across 12 provinces in China from January 2015 to June 2021 to include patients on dialysis with CAD. The primary outcome was major adverse cardiovascular events (MACE), defined as a composite of cardiovascular death, non-fatal myocardial infarction, and non-fatal stroke. Secondary outcomes included all-cause death, the individual components of MACE, and Bleeding Academic Research Consortium criteria types 2, 3, or 5 bleeding. Multivariable Cox proportional hazard models were used to assess the association between PCI and outcomes. Inverse probability of treatment weighting (IPTW) and propensity score matching (PSM) were performed to account for potential between-group differences. RESULTS: Of the 1146 patients on dialysis with significant CAD, 821 (71.6%) underwent PCI. After a median follow-up of 23.0 months, PCI was associated with a 43.0% significantly lower risk for MACE (33.9% [ n  = 278] vs . 43.7% [ n  = 142]; adjusted hazards ratio 0.57, 95% confidence interval 0.45-0.71), along with a slightly increased risk for bleeding outcomes that did not reach statistical significance (11.1% vs . 8.3%; adjusted hazards ratio 1.31, 95% confidence interval, 0.82-2.11). Furthermore, PCI was associated with a significant reduction in all-cause and cardiovascular mortalities. Subgroup analysis did not modify the association of PCI with patient outcomes. These primary findings were consistent across IPTW, PSM, and competing risk analyses. CONCLUSION This study indicated that PCI in patients on dialysis with CAD was significantly associated with lower MACE and mortality when comparing with those with medical therapy alone, albeit with a slightly increased risk for bleeding events that did not reach statistical significance.
Humans ; Percutaneous Coronary Intervention/methods* ; Male ; Female ; Coronary Artery Disease/drug therapy* ; Retrospective Studies ; Renal Dialysis/methods* ; Middle Aged ; Aged ; China ; Proportional Hazards Models ; Treatment Outcome

Objective To investigate the potential beneficial predictors for endovascular treatment(EVT)in case of acute anterior circulation large vessel occlusion with large-core infarction.Methods We made a retrospective inclusion of 92 patients with anterior circulation large vessel occlusion and core infarct volume ranging from 50 to 100 mL,who underwent EVT at Zhangzhou Municipal Hospital of Fujian Province from March 2018 to February 2021.All the patients were confirmed as anterior circulation large infarction and large infarct volume using computed tomography(CT),computed tomography angiography(CTA),and computed tomography perfusion(CTP)before EVT.All clinical and imaging data were collected to observe the postoperative recurrence rate,incidence of symptomatic intracranial hemorrhage(sICH),and functional prognosis 90 days.Then the patients were divided into favorable outcomes group(mRS≤3)and unfavorable outcomes group(mRS＞3)based on Rankin scores 90 days post-stroke.Univariate and multivariate Logistic analysis were conducted to analyze factors influencing the patients'prognosis.By combining the results of multivariate analysis,we constructed receiver operating characteristic(ROC)curves and identified the cut-off value to evaluate the predictive value of age for post-vascular treatment prognosis.Results Among the included patients,the postoperative revascularization rate(mTIICI≥2b)was 95％(88 cases),the rate of favorable outcomes at 90 days postoperatively(mRS≤3)was 32.61％(30 cases),the incidence of sICH was 13％,and the mortality rate was 31.5％.Compared with the unfavorable outcomes group,the favorable outcomes group had a younger age and a higher proportion of males.Multivariate analysis indicated that older age was an independent risk factor for adverse outcomes following endovascular treatment(OR=4.97,95％CI:1.78-13.90,P=0.002).The ROC curve indicated that the area under the curve was maximized at the age of 72.5 years(AUC=0.763,95％CI:0.661-0.864,P＜0.001).Its sensitivity and specificity was 0.565 and 0.833,respectively.Conclusion Age is an independent predictor of the prognosis of acute procirculatory large core stroke.Patients with large core infarction older than 72.5 years may not benefit from endovascular therapy,which needs to be confirmed by a multicenter large sample prospective randomized controlled trial.

This paper expounds the origin and development of the thought of circular movement,summarizes its core and application ideas.It attempts to generalize the pathogenesis of chronic cough and asthma from the perspective of"non-circular movement",and explores the mechanism of Bazhen Decoction in treating chronic cough and asthma.In specific clinical practice,it is emphasized that based on the use of Bazhen Decoction,a comprehensive analysis and adjustment of the prescription should be carried out from aspects such as"qi and blood,yin and yang,deficiency and excess,qi movement"to achieve better therapeutic effects.

Objective To investigate the risk factors for cardiovascular disease(CVD)in patients with rheumatoid arthritis(RA).Methods Clinical data of 225 patients with RA admitted to the Second Affiliated Hospital of Zhengzhou University from January 2023 to September 2024 were collected,and the patients were divided into CVD group(n=50)and non-CVD group(n=175)according to whether they were complicated by CVD.Univariate and multivariate Logistic regression was used to analyze the risk factors of CVD in RA patients.Results Univariate Logistic regression analysis showed that age,hematocrit,red cell volume distribution width(RDW),erythrocyte sedimentation rate,neutrophil to high density lipoprotein ratio(NHR)and platelet to lymphocyte ratio(PLR)were all influencing factors for CVD in RA patients(P＜0.05).Multivariate Logistic regression analysis showed that age,RDW,NHR and PLR were all risk factors for CVD in RA patients(P＜0.05).The results of receiver operating characteristic curve analysis showed that the area under the curve(AUC)of age,RDW,NHR and PLR diagnosed CVD in RA patients were 0.844,0.797,0.572 and 0.713,respectively.The combined diagnosis AUC of four indexes was 0.898.Conclusion The risk of CVD in RA patients is influenced by many factors,and the combination of age,RDW,NHR,and PLR can improve early diagnosis of CVD in RA patients.