1.Mechanisms of Antidepressant Effect of Zhizi Houpotang and Its Herbal Pairs Based on NLRP3/GSDMD Signaling Pathway
Chang CHEN ; Ziwen GUO ; Tingyu SONG ; Yan WANG ; Baomei XIA ; Weiwei TAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(6):72-80
ObjectiveTaking classical herbal pair compatibility research as the entry point, this study aimed to deeply investigate the material basis and compatibility rules underlying the antidepressant effects of the traditional Chinese medicine (TCM) formula Zhizi Houpotang, and to elucidate its antidepressant mechanism, with a particular focus on its regulation of neuroinflammatory responses mediated by the NOD-like receptor protein 3 (NLRP3)/gasdermin D (GSDMD) signaling pathway and the consequent improvement of neuronal synaptic plasticity. MethodsC57BL/6J mice were randomly divided into a blank control group, a chronic unpredictable mild stress (CUMS) depression model group, a Zhizi Houpotang full-formula group (6 g·kg-1·d-1), a Magnoliae Officinalis Cortex (MOC)-Aurantii Fructus Immaturus (AFI) herbal pair group (4.2 g·kg-1·d-1), a Gardeniae Fructus (GF)-MOC herbal pair group (4.2 g·kg-1·d-1), a GF-AFI herbal pair group (3.6 g·kg-1·d-1), and a positive drug group (fluoxetine, 12 mg·kg-1·d-1). Depressive-like behaviors in mice were evaluated using behavioral tests. Immunofluorescence staining was used to label and quantify the expression of the microglial marker ionized calcium-binding adaptor molecule 1 (Ibal) and the purinergic receptor P2X ligand-gated ion channel 7 (P2RX7) in the prefrontal cortex (PFC). Enzyme-linked immunosorbent assay (ELISA) was applied to detect the levels of inflammatory cytokines interleukin-1β (IL-1β) and interleukin-18 (IL-18) in serum and PFC tissues. Western blot was employed to determine the expression of pannexin 1 (Panx1), P2RX7, NLRP3, apoptosis-associated speck-like protein containing a CARD (ASC), Caspase-1, GSDMD, postsynaptic density protein 95 (PSD95), and the presynaptic protein Synapsin 1 in PFC tissues. Golgi staining was used to assess dendritic spine density of neurons in the PFC. ResultsCompared with the blank control group, the depression model group exhibited significant depressive-like behaviors. In addition, the immunofluorescence areas of Ibal and P2RX7 in the PFC were significantly increased (P<0.01), the levels of IL-1β and IL-18 in serum and the PFC were significantly elevated (P<0.01), and the protein expression levels of Panx1, P2RX7, NLRP3, ASC, Caspase-1, and GSDMD in the PFC were significantly upregulated (P<0.01). In contrast, the protein expression levels of PSD95 and Synapsin 1 were significantly downregulated (P<0.01), and neuronal dendritic spine density was significantly reduced (P<0.01). Compared with the model group, the Zhizi Houpotang full-formula group and the GF-MOC herbal pair group showed significant improvement in all the above indicators (P<0.01). The GF-AFI herbal pair group improved all the above indicators except P2RX7, Caspase-1, GSDMD, and PSD95 (P<0.05, P<0.01). In contrast, the MOC-AFI herbal pair group showed no statistically significant improvement in any of the above indicators compared with the model group. ConclusionZhizi Houpotang and its key herbal pair, GF-MOC, can effectively ameliorate CUMS-induced depressive-like behaviors in mice. Its core antidepressant mechanism may involve inhibition of P2RX7/Panx1 signaling, thereby blocking the NLRP3/GSDMD-mediated pyroptosis pathway and significantly reducing the release of inflammatory cytokines IL-1β and IL-18. Simultaneously, it upregulates the expression of synapse-related proteins PSD95 and Synapsin 1 and increases dendritic spine density, promoting the recovery of synaptic plasticity. These results suggest that GF plays a key role in the antidepressant effects of this formula, and that the compatibility of GF with MOC may represent the principal herbal pair combination responsible for its core therapeutic action.
2.Effect and mechanism of Tamarix chinensis Lour.on streptozotocin-induced diabetic rats based on network pharmacology,molecular docking and experimental validation
Qian LI ; Zhenxiang WANG ; Yanting LIANG ; Weiwei MA ; Zhen ZHANG ; Xia WANG ; Qiong AN
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(7):907-920
AIM:To investigate the mechanism of action of Tamarix chinensis Lour.on streptozotocin-induced type 2 diabetes mellitus(T2DM)through network pharmacology,molecular docking and ex-perimental validation.METHODS:Using the TCSMP database and Swiss Target Prediction tools screen the active components and predict potential tar-gets in Tamarix chinensis Lour..Retrieving potential disease targets associated with T2DM from data-bases such as GeneCards,OMIM,and DisGeNET.The intersection targets of Tamarix chinensis Lour.and T2DM disease was obtained through Venny platform.The STRING database was used to con-structed PPI network,and Cytoscape 3.8.0 soft-ware was use to visualized.GO function enrich-ment and KEGG pathway enrichment analysis were performed through the Metascape database.Dock-ing of important target proteins and compounds was carried out by AutoDock software.SPF grade male rats were randomly divided into normal group,model group,MET group(88.5 mg/kg),TE high-dose(800 mg/kg)group,TE medium-dose(400 mg/kg)group and TE low-dose(200 mg/kg)group(n=10).High-fat and high sugar feed com-bined with low dose STZ(45 mg/kg)was used to in-duce T2DM rat model,and the rats were adminis-tered orally for 5 weeks.Fasting blood glucose(FBG),insulin(FINS)level and HOMA-IR index,bio-chemical indicators[superoxide dismutase(SOD),malondialdehyde(MDA),glycosylated hemoglobin A1c(HbA1c)and inflammatory factor[interleukin-1β(IL-1β),tumor necrosis factor α(TNF-α),vascu-lar cell adhesion molecular(VCAM-1)levels of the rats were also observed;morphological changes of renal tissue was observe by HE staining.RESULTS:Based on the screening conditions of oral bioavail-ability(OB)≥ 30%and drug like properties(DL)≥0.18,a total of 19 main active ingredients with po-tential therapeutic effects on T2DM were screened from Tamarix chinensis Lour.,including ergosta-5,24(28)-dien-3,7,16-triol,quercetin-3,3'-dimethyl ether,kaempferol,quercetin,and others.By analyz-ing the potential targets of Tamarix chinensis Lour.for treating T2DM,a total of 185 potential target genes were screened,including SRC,EGFR,HSP90AA1,AKT1,ESR1,H1F1A,TNF,PIK3R1,etc,in-volving cancer signaling pathways,insulin resis-tance,MAPK signaling pathways,PI3K Akt signaling pathways,etc.Molecular docking results showed that the binding energies were all less than-5.0 kcal/mol,indicating that a strong binding abili-ty between the active ingredients screened by Tam-arix chinensis Lour.and the potential targets for the treatment of T2DM.The animal experiment re-sults showed that compared with the model group,the weight loss of rats in the MET and TE groups was slowed down,and the levels of FBG,FINS,MDA,HbA1c,IL-1β,TNF-α,VCAM-1,HOMA-IR in-dex were reduced,the SOD level was increased,and the differences were statistically significant(P<0.05,P<0.01),Renal tissue cellular morphology also showed notable improvement.Most importantly,all these results demonstrating dose-dependent ef-fects.CONCLUSION:Tamarix chinensis Lour.dis-plays a significant therapeutic effect on T2DM through multi-component,multi-target,and multi-pathway synergistic actions to improve blood glu-cose levels.The findings of this study provide a the-oretical basis for the clinical application of Tamarix chinensis Lour.in the treatment of T2DM.
3.Application of machine learning in the restoration of dentition defects
Xinxi YUAN ; Yekang XIA ; Han WANG ; Jian HU ; Laikui LIU ; Weiwei LIANG
STOMATOLOGY 2025;45(9):707-712,720
Machine learning,as a core branch of artificial intelligence,has gradually demonstrated significant potential in the field of dentition defect repair in recent years.By employing techniques such as data mining and pattern recognition,machine learning has been applied in various aspects including oral implant restoration,fixed bridge design,and fabrication of removable partial dentures.This paper seeks to provide a comprehensive review of machine learning applications within the aforementioned three aspects.It endeavors to assess the current developmental landscape and chart a course for future investigative endeavors,in hopes of offering a reference for re-search on machine learning in prosthodontics.
4.Dual-modality imaging bionic nanoparticles for sonodynamic therapy on medullary thyroid carcinoma
Weiwei ZHU ; Zhengchao FAN ; Ying XU ; Jizhu XIA ; Xiangzhi ZHAO
Chinese Journal of Tissue Engineering Research 2025;29(16):3410-3419
BACKGROUND:Sonodynamic therapy represents an innovative antitumor treatment modality characterized by its non-invasiveness and precise spatiotemporal controllability.This approach offers broad prospects for the non-invasive treatment of medullary thyroid carcinoma.OBJECTIVE:To prepare lipid nanoparticles coated with a biomimetic cancer cell membrane capable of dual-modality imaging,and to detect the physicochemical properties,targeting ability,imaging efficacy,cytotoxicity,and anti-migration capabilities of the nanoparticles.METHODS:Dipalmitoyl phosphatidylcholine,dipalmitoyl phosphatidylglycerol,distearoyl phosphatidylethanolamine-PEG2000,cholesterol,hematoporphyrin monomethyl ether,and perflexane were used as raw materials.Nanoparticles HP@LNP were synthesized using a thin-film hydration-ultrasonication technique,encapsulating hematoporphyrin monomethyl ether within the hydrophobic layer and perflexane within the hydrophilic core of lipid nanostructures.Subsequently,the surface of these nanoparticles HP@LNP was coated with medullary thyroid carcinoma cell membrane,resulting in the creation of biomimetic lipid nanoparticles(MHP@LNP)with active targeting capabilities towards medullary thyroid carcinoma cells.The physicochemical properties,targeting ability,immune evasion capacity,imaging effect,cytotoxicity,and anti-migration properties of MHP@LNP nanoparticles were characterized.RESULTS AND CONCLUSION:(1)The synthesized MHP@LNP nanoparticles demonstrated a typical core-shell structure,with a diameter of 131.06 nm and an average zeta potential of-30.59 mV.Gel electrophoresis confirmed that the protein profile of the MHP@LNP nanoparticles closely matched that of the cancer cell membrane.Fluorescent colocalization studies indicated a significant overlap between the fluorescence signals of the nanoparticles and the cancer cell membrane.The encapsulation rate and drug loading rate of hematoporphyrin monomethyl ether in MHP@LNP nanoparticles were 87.8%and 14.6%respectively.Upon stimulation with low-intensity focused ultrasound,the MHP@LNP nanoparticles underwent a phase transition,forming microbubbles with ultrasound signal intensity peaking at 4 minutes.Under laser irradiation,the photoacoustic signal intensity was found to be linearly correlated with the mass concentration of the nanoparticles.The MHP@LNP nanoparticles exhibited homologous cell targeting and immune evasion capabilities.Prior to exposure to low-intensity focused ultrasound,the MHP@LNP nanoparticles showed good biocompatibility.However,following ultrasound irradiation,they produced cytotoxic reactive oxygen species,had lethal effect on medullary thyroid carcinoma cells,and inhibited the migration of medullary thyroid carcinoma cells.(2)These findings indicate that MHP@LNP nanoparticles can achieve sonodynamic therapy for the treatment of thyroid medullary carcinoma under ultrasound and photoacoustic dual-modality imaging guidance.
5.LINC00973 regulates multidrug resistance of non-small-cell lung cancer through hsa-miR-150-5p/ABCG5 axis
Yunxiu XIA ; Hongliang DONG ; Cuilan LIU ; Fei WANG ; Bingjie CUI ; Weiwei CHEN ; Jing DU
Chinese Journal of Pathophysiology 2025;41(3):433-443
AIM:This study aims to investigate the mechanism by which LINC00973 regulates multidrug re-sistance of non-small-cell lung cancer(NSCLC).METHODS:The GEPIA database was employed to analyze the expres-sion levels of LINC00973 in NSCLC and its correlation with patient prognosis in clinical settings.RT-qPCR was utilized to assess LINC00973 expression in various NSCLC cell lines and chemoresistant cells.The migration,invasion,stemness ca-pacity,and drug sensitivity of NSCLC cells with either overexpression or knockdown of LINC00973 were evaluated using wound healing assay,Transwell assay,sphere formation assay,and CCK-8 assay.RNA sequencing was conducted on LINC00973-overexpressing and parental NSCLC cells to identify dysregulated pathways and targets.The LncBase Pre-dicted v.2 and TargetScan databases were used to predict the microRNAs(miRNAs)co-bound by LINC00973 and their target genes.Mimics and inhibitors of candidate miRNAs were synthesized and transfected into NSCLC cells subjected to LINC00973 overexpression or knockdown.Changes in the expression level of LINC00973,and the mRNA and protein ex-pression levels of its target genes were assessed using RT-qPCR and Western blot.RESULTS:Analysis of the GEPIA da-tabase revealed that LINC00973 was significantly up-regulated in lung adenocarcinoma and lung squamous cell carcino-ma,correlating with poor prognosis of NSCLC patients.The LINC00973 expression was elevated in various NSCLC and chemoresistant cell lines(A549/DDP and A549/5-FU).Overexpression of LINC00973 in A549 and H520 cells markedly enhanced their migration,invasion,and stemness capabilities,while concurrently reducing sensitivity to chemotherapy and targeted therapies.RNA sequencing,along with RT-qPCR results,indicated that ATP-binding cassette transporter G5(ABCG5)was activated in LINC00973-overexpressing A549 and H520 cells.Further database analyses and dual trans-fection experiments confirmed that LINC00973 regulated ABCG5 expression through competitive binding with hsa-miR-150-5p.CONCLUSION:LINC00973,which is aberrantly up-regulated in NSCLC specimens and associated with poor clinical prognosis,promotes the expression of ABCG5 through competitive binding with hsa-miR-150-5p.This interaction leads to en-hanced invasion,stemness,and multidrug resistance in NSCLC cells.
6.LINC00973 regulates multidrug resistance of non-small-cell lung cancer through hsa-miR-150-5p/ABCG5 axis
Yunxiu XIA ; Hongliang DONG ; Cuilan LIU ; Fei WANG ; Bingjie CUI ; Weiwei CHEN ; Jing DU
Chinese Journal of Pathophysiology 2025;41(3):433-443
AIM:This study aims to investigate the mechanism by which LINC00973 regulates multidrug re-sistance of non-small-cell lung cancer(NSCLC).METHODS:The GEPIA database was employed to analyze the expres-sion levels of LINC00973 in NSCLC and its correlation with patient prognosis in clinical settings.RT-qPCR was utilized to assess LINC00973 expression in various NSCLC cell lines and chemoresistant cells.The migration,invasion,stemness ca-pacity,and drug sensitivity of NSCLC cells with either overexpression or knockdown of LINC00973 were evaluated using wound healing assay,Transwell assay,sphere formation assay,and CCK-8 assay.RNA sequencing was conducted on LINC00973-overexpressing and parental NSCLC cells to identify dysregulated pathways and targets.The LncBase Pre-dicted v.2 and TargetScan databases were used to predict the microRNAs(miRNAs)co-bound by LINC00973 and their target genes.Mimics and inhibitors of candidate miRNAs were synthesized and transfected into NSCLC cells subjected to LINC00973 overexpression or knockdown.Changes in the expression level of LINC00973,and the mRNA and protein ex-pression levels of its target genes were assessed using RT-qPCR and Western blot.RESULTS:Analysis of the GEPIA da-tabase revealed that LINC00973 was significantly up-regulated in lung adenocarcinoma and lung squamous cell carcino-ma,correlating with poor prognosis of NSCLC patients.The LINC00973 expression was elevated in various NSCLC and chemoresistant cell lines(A549/DDP and A549/5-FU).Overexpression of LINC00973 in A549 and H520 cells markedly enhanced their migration,invasion,and stemness capabilities,while concurrently reducing sensitivity to chemotherapy and targeted therapies.RNA sequencing,along with RT-qPCR results,indicated that ATP-binding cassette transporter G5(ABCG5)was activated in LINC00973-overexpressing A549 and H520 cells.Further database analyses and dual trans-fection experiments confirmed that LINC00973 regulated ABCG5 expression through competitive binding with hsa-miR-150-5p.CONCLUSION:LINC00973,which is aberrantly up-regulated in NSCLC specimens and associated with poor clinical prognosis,promotes the expression of ABCG5 through competitive binding with hsa-miR-150-5p.This interaction leads to en-hanced invasion,stemness,and multidrug resistance in NSCLC cells.
7.Dual-modality imaging bionic nanoparticles for sonodynamic therapy on medullary thyroid carcinoma
Weiwei ZHU ; Zhengchao FAN ; Ying XU ; Jizhu XIA ; Xiangzhi ZHAO
Chinese Journal of Tissue Engineering Research 2025;29(16):3410-3419
BACKGROUND:Sonodynamic therapy represents an innovative antitumor treatment modality characterized by its non-invasiveness and precise spatiotemporal controllability.This approach offers broad prospects for the non-invasive treatment of medullary thyroid carcinoma.OBJECTIVE:To prepare lipid nanoparticles coated with a biomimetic cancer cell membrane capable of dual-modality imaging,and to detect the physicochemical properties,targeting ability,imaging efficacy,cytotoxicity,and anti-migration capabilities of the nanoparticles.METHODS:Dipalmitoyl phosphatidylcholine,dipalmitoyl phosphatidylglycerol,distearoyl phosphatidylethanolamine-PEG2000,cholesterol,hematoporphyrin monomethyl ether,and perflexane were used as raw materials.Nanoparticles HP@LNP were synthesized using a thin-film hydration-ultrasonication technique,encapsulating hematoporphyrin monomethyl ether within the hydrophobic layer and perflexane within the hydrophilic core of lipid nanostructures.Subsequently,the surface of these nanoparticles HP@LNP was coated with medullary thyroid carcinoma cell membrane,resulting in the creation of biomimetic lipid nanoparticles(MHP@LNP)with active targeting capabilities towards medullary thyroid carcinoma cells.The physicochemical properties,targeting ability,immune evasion capacity,imaging effect,cytotoxicity,and anti-migration properties of MHP@LNP nanoparticles were characterized.RESULTS AND CONCLUSION:(1)The synthesized MHP@LNP nanoparticles demonstrated a typical core-shell structure,with a diameter of 131.06 nm and an average zeta potential of-30.59 mV.Gel electrophoresis confirmed that the protein profile of the MHP@LNP nanoparticles closely matched that of the cancer cell membrane.Fluorescent colocalization studies indicated a significant overlap between the fluorescence signals of the nanoparticles and the cancer cell membrane.The encapsulation rate and drug loading rate of hematoporphyrin monomethyl ether in MHP@LNP nanoparticles were 87.8%and 14.6%respectively.Upon stimulation with low-intensity focused ultrasound,the MHP@LNP nanoparticles underwent a phase transition,forming microbubbles with ultrasound signal intensity peaking at 4 minutes.Under laser irradiation,the photoacoustic signal intensity was found to be linearly correlated with the mass concentration of the nanoparticles.The MHP@LNP nanoparticles exhibited homologous cell targeting and immune evasion capabilities.Prior to exposure to low-intensity focused ultrasound,the MHP@LNP nanoparticles showed good biocompatibility.However,following ultrasound irradiation,they produced cytotoxic reactive oxygen species,had lethal effect on medullary thyroid carcinoma cells,and inhibited the migration of medullary thyroid carcinoma cells.(2)These findings indicate that MHP@LNP nanoparticles can achieve sonodynamic therapy for the treatment of thyroid medullary carcinoma under ultrasound and photoacoustic dual-modality imaging guidance.
8.Correction effect of local kyphosis of the spine after percutaneous kyphoplasty in super-aging patients with vertebral compression fractures
Yonghao WU ; Shuaiqi ZHU ; Yuqiao LI ; Chenfei ZHANG ; Weiwei XIA ; Zhenqi ZHU ; Kaifeng WANG
Chinese Journal of Tissue Engineering Research 2025;29(27):5854-5861
BACKGROUND:Percutaneous kyphoplasty was a common surgical procedure for the treatment of osteoporotic vertebral compression fracture.However,there was no research to confirm whether percutaneous kyphoplasty could effectively correct the local kyphoplasty of the spine in patients over 80 years old with osteoporotic vertebral compression fracture.OBJECTIVE:To investigate the effect of percutaneous kyphoplasty on local kyphosis in super-aging patients with osteoporotic vertebral compression fracture.METHODS:Single-segment osteoporotic vertebral compression fracture patients treated with percutaneous kyphoplasty at the Department of Spinal Surgery,Peking University People's Hospital,from March 2016 to August 2022,were selected as the research cohort,and the follow-up data of patients in hospital and out-patient were collected.According to patients'age,patients were divided into the advanced age group(60-79 years old,n=126)and the super-aged group(>80 years old,n=52).According to gender,body mass index,basic diseases(hypertension,diabetes,and cardiovascular diseases),fracture segments and the presence or absence of preoperative intravertebral cleft,the two groups of patients were matched 1:2 by propensity score matching.The lumbar CT values,injection amount of bone cement,preoperative and postoperative vertebral height,preoperative collapse rate of the vertebral body,preoperative and postoperative Cobb angle,recovery rate of Cobb angle,distance between the bone cement and anterior edge of the vertebral body,sagittal position of cement filling,contact between the bone cement and endplate,distance between the bone cement and vertebral endplates,bone cement distribution score,bone cement leakage,and vertebral refracture were compared between the two groups.RESULTS AND CONCLUSION:(1)After matching the propensity score,115 patients were included,with 71 patients in the advanced age group and 44 patients in the super-aged group.There was no statistically significant difference in baseline data,including gender,body mass index,hypertension ratio,diabetes ratio,cardiovascular disease ratio,fracture section,and preoperative intravertebral cleft,between the two groups(P>0.05).The postoperative Cobb angle of the super-aged patients was significantly smaller than that of the elderly patients(P<0.05).There was no significant difference in lumbar CT values,injection amount of bone cement,preoperative and postoperative vertebral height,preoperative collapse rate of the vertebral body,preoperative Cobb angle,recovery rate of Cobb angle,postoperative distance between the bone cement and anterior edge of the vertebral body,sagittal position of cement filling,contact between the bone cement and endplate,distance between the bone cement and vertebral endplates,bone cement distribution score,bone cement leakage,and vertebral refracture ratio between the two groups(P>0.05).(2)These findings indicate that percutaneous kyphoplasty can effectively correct local kyphosis of the spine in super-aging patients with osteoporotic vertebral compression fractures.
9.Establishement and ethical optimization of rat oral mucosa ulcer model
Xiang LI ; Kaiyan WANG ; Weiwei YU ; Xinyi HAO ; Ling LI ; Jianhong DUAN ; Bin FENG ; Qing LIU ; Lingyun XIA ; Lina NIU
Journal of Practical Stomatology 2025;41(1):26-33
Objective:To develop rat models of oral mucosa ulcer using distinct experimental methodologies,fulfilling research requirements and adhering to the ethical standards for animal care.Methods:96 SD rats were randomly allocated into groups.The rats in control group(n=8)were regularly fed without other treatment.Those in chemical cauterization groups were treated by 20%,40%,60%of glacial acetic acid(GAA)on oral mucosa(n=8);in mechanical damage groups by 30 000 r/min high speed drill induced trauma of 10,20 and 30 mm2 respectively(n=8);in ionizing radiation groups were treated with 10,12,15,20 and 30 Gy on the mucosa respectively(n=8).After the ulcer was appeared,the morphology of the mucosa were observed,the mucosal tissue lesions were examined by HE,Masson and immunofluorescence staining,the expression of TNF-α and IL-1β were detected by qPCR and ELISA respectively,and the body conditions such as diet and body weight of the rats were observed,the pain,dis-tress and discomfor of the rats were evaluated by MORTON&Griffits Guidelines.Results:40%and 60%GAA,20 mm2 and 30 mm2 friction damage and ionizing radiation of 12 Gy or greater may induce oral mucosa ulcer with a diseas coruse of 6-7 d in SD rats.TNF-α and IL-1β mRNA expression in the damaged tissue,the related protein expression in blood serum of the rats were in-creased.MORTON&Griffits Guidelines analysis showed 40%GAA,20 mm2 friction damage and 12 Gy ionizing radiation induced the lowest scores of pain,distress and discomfort of the rats with compatible oral mocosa ulcere induced by the relevat treatment.Conclusion:40%GAA,20 mm2 of friction damage and 12 Gy of ionizing radiation can reliably establish oral mucosa ulcer models and minimize adverse effects on SD rats,and accord with ethical standards of 3R for laboratory animal.
10.Application of machine learning in the restoration of dentition defects
Xinxi YUAN ; Yekang XIA ; Han WANG ; Jian HU ; Laikui LIU ; Weiwei LIANG
STOMATOLOGY 2025;45(9):707-712,720
Machine learning,as a core branch of artificial intelligence,has gradually demonstrated significant potential in the field of dentition defect repair in recent years.By employing techniques such as data mining and pattern recognition,machine learning has been applied in various aspects including oral implant restoration,fixed bridge design,and fabrication of removable partial dentures.This paper seeks to provide a comprehensive review of machine learning applications within the aforementioned three aspects.It endeavors to assess the current developmental landscape and chart a course for future investigative endeavors,in hopes of offering a reference for re-search on machine learning in prosthodontics.

Result Analysis
Print
Save
E-mail