1.Effect of Optimized New Shengmai Powder (优化新生脉散方) on Exercise Tolerance in Patients with Chronic Heart Failure of Qi Deficiency,Blood Stasis and Fluid Retention Syndrome:A Randomized,Double-Blind,Placebo-Controlled Trial
Xianliang WANG ; Jingyi ZHANG ; Zhao GE ; Tongzuo LIU ; Maozhe ZHANG ; Shuai WANG ; Zhiqiang ZHAO ; Yingfei BI ; Ruijuan ZHOU ; Ying ZHENG ; Jingyuan MAO
Journal of Traditional Chinese Medicine 2026;67(4):425-431
ObjectiveTo evaluate the effects and safety of the optimized new Shengmai Powder (优化新生脉散方) on exercise tolerance in patients with chronic heart failure (CHF) of qi deficiency, blood stasis, and fluid retention syndrome. MethodsA randomized, double-blind, placebo-controlled trial was conducted. A total of 78 CHF patients with qi deficiency, blood stasis, and fluid retention syndrome were recruited and randomly assigned to a treatment group (39 cases) and a control group (39 cases). On the basis of conventional western medical therapy, patients in the treatment group additionally received the optimized new Shengmai Powder granules, while the control group was given an oral placebo of optimized new Shengmai Powder granules. Patients in both groups took 30.6 g each time, twice a day, mixed with water for administration, with a total treatment course of 4 weeks. The primary outcomes were 6-minute walk distance (6MWD) and peak oxygen uptake (Peak VO2) measured by cardiopulmonary exercise testing. Secondary outcomes included New York Heart Association (NYHA) functional classification, B-type natriuretic peptide (BNP) levels, cardiac function indexes including left ventricular ejection fraction (LVEF), left ventri-cular end-systolic diameter (LVESD) and left ventricular end-diastolic diameter (LVEDD), Minnesota Living with Heart Failure Questionnaire (MLHFQ) scores, and scores of four diagnostic information of traditional Chinese medicine (TCM). All indicators were assessed once before and after treatment respectively. Safety indicators were evaluated, and adverse events during the trial were recorded. ResultsAll patients in both groups were included in the full ana-lysis set (FAS) and safety set (SS). Compared with baseline, the 6MWD and Peak VO₂ of cardiopulmonary exercise test in the treatment group significantly increased after treatment, while the MLHFQ scores, serum BNP levels and scores of TCM four diagnostic information significantly decreased, and the NYHA cardiac function grade significantly improved (P<0.01). After treatment, the 6MWD and Peak VO₂ of cardiopulmonary exercise test, as well as their changes from baseline in the treatment group were higher than those in the control group; the MLHFQ scores, serum BNP levels and scores of TCM four diagnostic information in the treatment group were lower than those in the control group; and the improvement of NYHA cardiac function grade in the treatment group was superior to that in the control group (P<0.01). There was no statistically significant differences in all indicators after treatment in the control group (P>0.05). The incidence of adverse events was 5.1% (2/39) in the treatment group and 2.6% (1/39) in the control group, with no statistically significant difference between groups (P>0.05). ConclusionOn the basis of conventional western medicine treatment, the addition of the optimized new Shengmai Powder can further improve exercise tolerance, cardiac function and quality of life in patients with CHF of qi deficiency, blood stasis and fluid retention syndrome, and show good safety.
2.Clinical Efficacy of Yiqi Yangyin Huoxue Prescription in Treatment of Cathartic Colon and Analysis of Influencing Factors of Disease Severity
Youcheng HE ; Jingyi SHAN ; Fengru JIANG ; Yue WU ; Chunyu ZHOU ; Lu HANG ; Yan ZHOU ; Lian MO ; Shuyu CAI ; Keyi PAN ; Lifeng WEI ; Jianye YUAN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(11):173-184
ObjectiveTo observe the clinical efficacy of the Yiqi Yangyin Huoxue prescription (YYHP) in the treatment of cathartic colon (CC) and its effects on fecal short-chain fatty acids (SCFAs), and to explore the correlations among CC severity indicators and between these indicators and patient history. MethodsAccording to the inclusion and exclusion criteria, 98 patients meeting the diagnostic criteria of both traditional Chinese and Western medicine for CC with the syndrome of Qi-Yin deficiency complicated by blood stasis were randomly assigned to an observation group and a control group. The observation group received YYHP granules, while the control group received lactulose. Both medications were administered twice daily, one sachet each time, half an hour after breakfast and dinner, with a treatment course of 8 weeks. The primary constipation symptom score, Patient Assessment of Constipation Quality of Life (PAC-QOL) score, and TCM syndrome score were assessed before and after treatment and at the 8th week after the end of treatment. The overall clinical effective rate, as well as the efficacy attenuation index and degree, were evaluated. Fecal SCFA levels were measured using gas chromatography-mass spectrometry (GC-MS). Spearman correlation analysis was performed to explore the correlations among CC severity indicators and between these indicators and patient history. ResultsThe overall clinical effective rate in the observation group (95.83%) was higher than that in the control group (78.72%) (P<0.05). After treatment, the total scores for primary constipation symptoms, PAC-QOL, and TCM syndromes decreased in both groups (P<0.05), with more significant reductions in the observation group (P<0.05). The severity of all primary constipation symptoms was alleviated in both groups (P<0.05). In terms of "excessive straining and difficult defecation", "anal heaviness, incomplete evacuation, and bloating sensation", "abdominal distension", and "defecation frequency", the observation group showed better efficacy than the control group (P<0.05). Scores of the four PAC-QOL dimensions and the scores and severity of primary and secondary TCM symptoms were reduced in both groups (P<0.05), with more significant reductions in the observation group (P<0.05). After treatment, acetic acid, propionic acid, butyric acid, and total SCFAs in the observation group increased significantly (P<0.05). The efficacy attenuation index and degree in the observation group were lower than those in the control group (P<0.05). No severe adverse reactions occurred in either group, and there was no statistically significant difference in the incidence of adverse reactions between the two groups. Positive correlations of varying degrees were observed among the total scores of primary constipation symptoms, PAC-QOL, and TCM syndromes, as well as between these scores and the history of stimulant laxative use, disease duration, and age. ConclusionYYHP can effectively alleviate the primary constipation symptoms in CC patients, improve quality of life, and ameliorate TCM syndromes, with good safety. It also has the advantage of a lower rebound degree after drug withdrawal, and its mechanism may be related to increasing fecal SCFA levels. Long-term abuse of stimulant laxatives may aggravate the severity of CC and prolong the disease course.
3.Application research of linear calibration using two reference substances in the establishment of qualitative standards for multi-component analysis of Saposhnikovia divaricata
YAN Jingyi ; ZHOU Hongxu ; TAO Muke ; XIE LinJuan ; JU Miao ; ZHANG Yi
Drug Standards of China 2026;27(1):0092-0099
Objective: Establishment of a HPLC method for six chemical components in Saposhnikovia divaricata (prim-O-glucosylcimifugin, cimifugin, 5-O-methylvisamminoside, sec-O-glucosylhamaudol, psoralen, and imperatorin), comparison of the advantages and disadvantages of the dual-standard linear calibration method and the relative retention time method, and investigation of the feasibility of the linear calibration using two reference substances for qualitative analysis of multiple components in Saposhnikovia divaricata.
Methods: A HPLC method was employed, using 21 different brands and models of C18 columns. The mobile phase consisted of acetonitrile (A) and 0.02% phosphoric acid aqueous solution (B), with gradient elution (0-20 min, 18%A; 20-45 min, 18%A-50%A; 45-60 min, 50%A). The column temperature was set at 30 ℃, the flow rate was 1 mL·min-1, and the detection wavelength was 254 nm.
Results: The results predicted by the linear calibration using two reference substances were accurate and superior to those of the relative retention time method, and the six components exhibited good linear relationships within their respective ranges.
Conclusion: The established linear calibration using two reference substances accurately predicts the retention times of the target components. This method is stable and reliable, providing a reference for the establishment of digital standards in traditional Chinese medicine.
4.Relationship between short-term prognosis and symptoms of vertigo and vestibular function in patients with unilateral flat descending sudden sensorineural hearing loss.
Jingyi ZHU ; Sihan HUANG ; Shuna LI ; Jianyong CHEN ; Guiliang ZHENG ; Qing ZHANG ; Yuan ZHOU ; Yulian JIN ; Jun YANG ; Min LIANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(10):930-940
Objective:To investigate the relationship between symptoms of vertigo and vestibular functions and short-term hearing outcomes in patients with flat descending sudden sensorineural hearing loss (SSNHL). Methods:A retrospective review was conducted of the vestibular symptoms observed in 48 patients with unilateral flat-down sudden sensorineural hearing loss treated at the Department of Otolaryngology Head and Neck Surgery, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine. Symptoms of vertigo and the results of cervical vestibular-evoked myogenic potentials (cVEMP), ocular VEMP (oVEMP), caloric test and video head-impulse test (vHIT) were collected to determine whether these factors could predict therapeutic efficacy. Results:The symptoms of vertigo was not correlated with prognosis (P>0.05) or with abnormal vestibular functions (P>0.05). Patients with abnormal cVEMP, oVEMP, caloric test or vHIT showed significantly lower effective rates (32.0%, 44.0%, 32.0%, and 24.0%, respectively); the greater the number of abnormal tests, the poorer the outcome. Patients with all four tests abnormal gained only (3.13±15.97) dB HL in hearing recovery, whereas those with normal cVEMP, oVEMP, caloric test or vHIT showed better chances of hearing improvements by (29.22±20.31), (31.18±21.59), (26.17±21.31), and (26.38±24.05) dB HL, respectively. Conclusion:Vestibular function effectively predicts prognosis in flat descending SSNHL. Patients with abnormal vestibular tests, regardless of symptoms of vertigo, responded poorly to treatment, whereas those with normal cVEMP, oVEMP, caloric test and vHIT results achieved better hearing recovery. Abnormal vestibular function implies more extensive and severe inner-ear lesions in patients with SSNHL.
Humans
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Male
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Female
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Retrospective Studies
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Prognosis
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Adult
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Middle Aged
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Vertigo/diagnosis*
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Hearing Loss, Sensorineural/diagnosis*
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Young Adult
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Hearing Loss, Sudden/diagnosis*
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Adolescent
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Aged
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Vestibular Evoked Myogenic Potentials
5.PROTAC-loaded nanocapsules degrading BRD4 for radio-chemotherapy sensitization in glioblastoma.
Yun GUO ; Mingzhu FANG ; Shilin ZHANG ; Zheng ZHOU ; Zonghua TIAN ; Haoyu YOU ; Yun CHEN ; Jingyi ZHOU ; Xiaobao YANG ; Yunke BI ; Chen JIANG ; Tao SUN
Acta Pharmaceutica Sinica B 2025;15(10):5050-5070
Glioblastoma (GBM) is a highly aggressive primary brain tumor characterized by poor prognosis. Conventional chemo-radiotherapy demonstrates limited therapeutic efficacy and is often accompanied by significant side effects, largely due to factors such as drug resistance, radiation resistance, the presence of the blood-brain barrier (BBB), and the activation of DNA damage repair mechanisms. There is a pressing need to enhance treatment efficacy, with BRD4 identified as a promising target for increasing GBM sensitivity to therapy. Lacking small molecule inhibitors, BRD4 can be degraded using PROteolysis Targeting Chimera (PROTAC), thereby inhibiting DNA damage repair. To deliver PROTAC, SIAIS171142 (SIS) effectively, we designed a responsive nanocapsule, MPL(SS)P@SIS, featuring GBM-targeting and GSH-responsive drug release. Modified with 1-methyl-l-tryptophan (MLT), nanocapsules facilitate targeted delivery of SIS, downregulating BRD4 and sensitizing GBM cells to radiotherapy and chemotherapy. After intravenous administration, MPL(SS)P@SIS selectively accumulates in tumor tissue, enhancing the effects of radiotherapy and temozolomide (TMZ) by increasing DNA damage and oxidative stress. GSH activates the nanocapsules, triggering BRD4 degradation and hindering DNA repair. In mouse models, the nanosensitizer, combined with TMZ and X-ray irradiation, efficiently inhibited the growth of GBM. These findings demonstrate a novel PROTAC-based sensitization strategy targeting BRD4, offering a promising approach for effective GBM therapy.
6.The evaluation value of mNUTRIC and NRS-2002 scores in assessing nutritional status and clinical outcomes in patients with end-stage liver disease
Jingyi YANG ; Xiaorong MAO ; Zihan YANG ; Xiaojin ZHOU ; Xi GOU ; Junfeng LI
Chinese Journal of Hepatology 2025;33(5):470-480
Objective:Comparative analysis of the mNUTRIC and NRS-2002 scores for evaluating nutritional risk and predicting clinical outcomes in end stage liver disease patients.Method:A retrospective cohort study method was used to screen 114 cases with end-stage liver disease admitted to the intensive care unit (ICU) of the First Hospital of Lanzhou University from December 1, 2016 to March 31, 2021 according to the inclusion and exclusion criteria. The patient's demographic data, blood routine, blood biochemical indexes, coagulation function indexes, arterial blood gas analysis and imaging examination data were collected. The mNUTRIC score, NRS-2002 score, sequential organ failure (SOFA) score, model for end-stage liver disease (MELD) score, acute physiology and chronic health evaluation Ⅱ (APACHE Ⅱ) score, Child-Pugh grade, and clinical outcomes at 28 and 90 days at 24 h post-ICU admission were collected. The differences in clinical indicators between the mNUTRIC high group (≥5 points) and the low group, and the NRS-2002 high group (≥3 points) and the low group were compared. Spearman correlation analysis was used to explore the correlation between the mNUTRIC score and NRS-2002 score, clinical indicators, and 28 and 90-day mortality rates. Multivariate logistic regression analysis was used to determine the risk factors associated with 28-day and 90-day mortality in patients. The value of mNUTRIC score and NRS-2002 score in assessing the clinical outcomes of patients with end-stage liver disease was explored by receiver operating characteristic (ROC) curve.Results:The clinical indicators related to nutritional status of patients were worse in the high-mNUTRIC group than those in the low-mNUTRIC group, and the 28-day and 90-day mortality rates were significantly higher than those in the low-mNUTRIC group [89.0%(65/73) vs. 29.2%(12/41), 97.2%(71/73) vs. 39.0%(16/41), P<0.001]. There was no statistically significant difference in the incidence rate of hepatic encephalopathy, esophageal variceal bleeding, and ascites between the high and low mNUTRIC group. The clinical indicators related to nutritional status were worse in the high-NRS-2002 group than those in the low-NRS-2002 group of patients, and the 28-day and 90-day mortality rates were significantly higher than those in the low-group [73.0%(73/100) vs. 4/14, 81.0%(81/100) vs. 6/14, P=0.008, 0.004]. The NRS-2002 high-score group did not differ significantly from the low-score group in terms of hepatic encephalopathy, esophagogastric variceal bleeding, or ascites prevalence. Patient's age, white blood cell count (WBC), urea nitrogen (BUN), creatinine (UREA), uric acid (UA), total cholesterol (TG), Child-Pugh, MELD, SOFA, APACHE Ⅱscores were significantly positively correlated with the mNUTRIC score. Conversely, albumin (Alb) and Glasgow Coma Scale (GCS) were significantly negatively correlated. Patient's age, WBC, CREA, BUN, UREA, UA, Child-Pugh, MELD, SOFA, APACHE Ⅱwere significantly positively correlated with the NRS-2002 score.Conversely, albumin (Alb) and Glasgow Coma Scale (GCS) were significantly negatively correlated ( P<0.05). The 28-day and 90-day mortality rates of patients increased with the increase in the mNUTRIC scores. The mNUTRIC score was an independent predictor of death within 28 and 90 days in patients with end-stage liver disease. The area under the curve (AUC) of mNUTRIC for predicting patient death at 28 days was 0.864 (95% CI: 0.794-0.934). The AUC of NRS-2002 for predicting patient death at 28 days was 0.683 (95% CI: 0.573-0.792). The AUC of the two indicators combined for predicting patient death at 28 days was 0.868 (95% CI: 0.799-0.936). The AUC of mNUTRIC for predicting patient death at 90 days was 0.915 (95% CI: 0.861-0.969). The AUC of NRS-2002 for predicting patient death at 90 days was 0.715 (95% CI: 0.599-0.832). The AUC of the two indicators combined for predicting patient death at 90 days was 0.922 (95% CI: 0.871-0.972). Conclusion:mNUTRIC score and NRS-2002 score can better evaluate the nutritional status in patients with end-stage liver disease. The mNUTRIC score is a good predictor of 28-day and 90-day mortality in patients with end-stage liver disease, and its application value efficacy is enhanced when combined with NRS-2002.
7.Establishment and clinical application effects of a three-dimensional navigation process for design and resection of perforator flaps based on multi-detector computed tomography angiography
Qixiang YIN ; Jingyi MI ; Huazhong CAI ; Feng ZHOU ; Qun YAO ; Yong HUA
Chinese Journal of Burns 2025;41(2):171-179
Objective:To establish a three-dimensional navigation process for design and resection of perforator flaps based on multi-detector computed tomography angiography (MDCTA) and to explore its clinical application effects.Methods:This study was a retrospective observational study. From January 2021 to October 2023, 7 patients and 6 patients with post-traumatic skin and soft tissue defects in extremity and conformed to the inclusion criteria were admitted to the Affiliated Hospital of Jiangsu University and Wuxi No. 9 People's Hospital, respectively. There were 8 males and 5 females, aged 21 to 68 years. Nine patients had wounds on the hand and 4 patients had wounds on the foot. The wound area after debridement ranged from 8.0 cm×6.0 cm to 18.0 cm×17.0 cm. Through the three-dimensional navigation process based on MDCTA, 14 perforator flaps were designed and resected, including 11 free anterolateral thigh perforator flaps and 3 pedicled peroneal artery perforator flaps with sural nerve nutritional vessel chain, with flap size ranging from 9.0 cm×6.0 cm to 20.0 cm×15.0 cm. Six wounds in the flap donor sites were directly sutured, and eight wounds in the flap donor sites were transplanted with skin grafts. The consistency of the location, type, and source of the perforators was compared between the preoperative navigation display and actual intraoperative detection. Immediately after surgery, the coverage of wound by the flap was evaluated according to the self-made criteria. The postoperative flap survival was observed. The occurrence of complications was observed during follow-up. At the last follow-up, the appearance of the flaps was observed, the blood supply of the flaps and the hand function of the 9 patients with hand trauma were evaluated according to the trial standards for evaluation of partial function of upper extremity by the Hand Surgery Society of Chinese Medical Association, and the foot function of the 4 patients with foot trauma was assessed using the American Orthopaedic Foot & Ankle Society Ankle-Hindfoot Scoring System.Results:The location, type, and source of the perforators displayed in preoperative navigation were consistent with the actual intraoperative detection. Immediately after surgery, the coverage of the wounds by 11 flaps was rated as excellent, and that of 3 flaps was rated as moderate. Postoperatively, 13 flaps survived completely, and 1 flap had partial necrosis, which healed after a full-thickness skin grafting from the thigh. Patients were followed up for 4 to 24 months postoperatively, one patient developed a hematoma under the flap, and one patient had local infection. At the last follow-up, the flaps of all patients were good in color and texture, and 5 patients with bloated flaps post operation had good appearance after thinning surgery; the blood supply was excellent in 12 flaps and was good in 2 flaps; among patients with hand trauma, the hand function was rated as excellent in 2 cases, good in 4 cases, and poor in 3 cases; among patients with foot trauma, the foot function was rated as excellent in 3 cases and good in 1 case.Conclusions:The three-dimensional navigation process for design and resection of perforator flaps based on MDCTA realizes precise evaluation of perforator vessels in flap donor sites and skin and soft tissue defects in the recipient sites. Guided by the three-dimensional navigation process, the application of free anterolateral thigh perforator flaps and pedicled peroneal artery perforator flaps with sural nerve nutritional vessel chain in repairing skin and soft tissue defects in extremity realizes precise surgery, reducing flap donor site injury and achieving excellent clinical outcomes.
8.Hypofractionated radiotherapy combined with transcatheter arterial chemoembolization for the treatment of metachronous hepatic oligometastasis from nasopharyngeal carcinoma:analysis of its clinical effect
Yecai HUANG ; Jie ZHOU ; Peng ZHANG ; Shun LU ; Jingyi LANG ; Guohui XU ; Xuegang YANG
Journal of Interventional Radiology 2025;34(9):992-996
Objective To explore the effectiveness and safety of hypofractionated radiotherapy(HFRT)combined with transcatheter arterial chemoembolization(TACE)for metachronous hepatic oligometastasis from nasopharyngeal carcinoma(NPC).Methods The clinical data of patients with metachronous hepatic oligometastasis from NPC,who received HFRT combined with TACE treatment at the Sichuan Provincial Cancer Hospital of China from January 2012 to October 2022,were retrospectively analyzed.The 3-year and 5-year overall survival(OS),progression-free survival(PFS),local recurrence-free survival(LRFS),no extrahepatic distant metastasis survival(EMFS),and treatment-related adverse reactions were analyzed.Results A total of 55 patients were enrolled in this study,including 36 males and 19 females,the median age at the time of occurring metachronous hepatic oligometastasis was 44(27-75)years.The 3-year and 5-year OS,PFS,LRFS,EMFS were 67.8%and 40.0%,55.8%and 30.0%,72.7%and 56.5%,63.6%and 56.5%,respectively.The subgroup analysis indicated that the treatment course of TACE ≥3 cycles could significantly improve the PFS of patients with oligometastasis.HFRT combined with TACE treatment was well tolerated by all patients,and the incidence of Grade Ⅲ-Ⅳadverse reactions was quite low.Conclusion For the treatment of metachronous hepatic oligometastasis from NPC,HFRT combined with TACE is clinically effective,besides,the patients can well tolerate the therapeutic scheme.
9.Research progress on pathogenesis as well as prevention and treatment of chronic rhinosinusitis with traditional chinese medicine
Wenyi WANG ; Jingyi ZHANG ; Jialin SONG ; Chuanchuan PAN ; Yuetong ZHOU
Journal of Clinical Medicine in Practice 2025;29(10):140-145
Chronic rhinosinusitis(CRS)is a common chronic inflammation of nasal cavity and sinus mucosa,involving multiple pathogenesis mechanisms such as infection,allergic reactions,and immune abnormalities.Its main symptoms include nasal obstruction,rhinorrhea,and hyposmia,sig-nificantly affecting patients' quality of life.Seeking safe and effective long-term treatment methods is crucial for managing CRS.Traditional Chinese medicine(TCM)has a long history of treating CRS and has gained attention due to its profound theoretical basis,high safety,and low recurrence rate.According to TCM,CRS is mostly caused by the invasion of wind-cold-damp pathogens,heat accumu-lation in the Lung meridian,or spleen-stomach weakness.Various therapies such as oral administra-tion of Chinese herbal medicines,nasal drops,acupuncture,and moxibustion are employed to adjust the body's balance and achieve therapeutic goals.This article comprehensively analyzed recent do-mestic and international literature and reviewed the research progress on pathogenesis of CRS and its treatment with TCM,with particular emphasis on roles and mechanisms of active ingredients in Chi-nese herbal medicines.The aim of the study is to provide scientific evidence and technical support for prevention and treatment of CRS.
10.Application of deep learning in oral imaging analysis
Yuxuan YANG ; Jingyi TAN ; Lili ZHOU ; Zirui BIAN ; Yifan CHEN ; Yanmin WU
Chinese Journal of Tissue Engineering Research 2025;29(11):2385-2393
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.

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