1.MobileNetV3 network-based diagnosis of caries and periapical periodontitis from periapical films
Kaixin WANG ; Feng LIU ; Lingfang ZENG ; Chao LIU
Journal of Prevention and Treatment for Stomatological Diseases 2024;32(1):43-49
Objective To research the effectiveness of deep learning techniques in intelligently diagnosing dental caries and periapical periodontitis and to explore the preliminary application value of deep learning in the diagnosis of oral diseases.Methods A dataset containing 2 298 periapical films,including healthy teeth,dental caries,and peri-apical periodontitis,was used for the study.The dataset was randomly divided into 1 573 training images,233 valida-tion images,and 492 test images.By comparing various neural network models,the MobileNetV3 network model with better performance was selected for dental disease diagnosis,and the model was optimized by tuning the network hyper-parameters.The accuracy,precision,recall,and F1 score were used to evaluate the model's ability to recognize dental caries and periapical periodontitis.Class activation map was used to visualization analyze the performance of the net-work model.Results The algorithm achieved a relatively ideal intelligent diagnostic effect with precision,recall,and accuracy of 99.42%,99.73%,and 99.60%,respectively,and the F1 score was 99.57%for classifying healthy teeth,den-tal caries,and periapical periodontitis.The visualization of the class activation maps also showed that the network model can accurately extract features of dental diseases.Conclusion The tooth lesion detection algorithm based on the Mo-bileNetV3 network model can eliminate interference from image quality and human factors and has high diagnostic accu-racy,which can meet the needs of dental medicine teaching and clinical applications.
2.The role of necroptosis in liver fibrosis
Xuan WU ; Hui LI ; Haijian DONG ; Xikun YANG ; Kaixin WANG
Journal of Clinical Hepatology 2024;40(8):1677-1681
As a crucial link in the progression of various chronic liver diseases to liver cirrhosis,liver fibrosis affects the prognosis and outcome of chronic liver diseases.Necrotosis is a novel pattern of programmed cell death(PCD),and studies have shown that it plays an important role in the pathophysiology of various diseases and is considered a potential target for improving liver fibrosis.Necroptosis of various types of intrahepatic cells(including hepatocytes,hepatic stellate cells,liver macrophages,and hepatic sinusoidal endothelial cells)can promote or inhibit liver fibrosis.This article elaborates on the above mechanisms and discusses the therapeutic strategies for targeting liver fibrosis mediated by necroptosis.
3.Role of statins in chronic liver disease
Xikun YANG ; Hui LI ; Zijian ZENG ; Xuan WU ; Kaixin WANG
Journal of Clinical Hepatology 2024;40(10):2104-2108
Chronic liver disease is the"devil's trilogy"in which the liver progresses from inflammation and fibrosis to liver cirrhosis and hepatocellular carcinoma,which poses a great challenge for hepatologists worldwide.Statins have played a significant role in the treatment of cardiovascular diseases and hyperlipidemia since their introduction,and in recent years,they have also demonstrated the potential to improve hepatic steatosis,exert an anti-inflammatory effect,regulate the phenotype of hepatic stellate cells,reduce portal venous pressure,and improve hepatic microcirculation in chronic liver disease.This article reviews the latest advances in the basic and clinical studies of statins in chronic liver disease,in order to provide new insights into the research,prevention,and treatment of chronic liver disease.
4.Preliminary study on establishing diagnostic criteria for cold-dampness syndrome in rheumatoid arthritis based on Delphi method
Yunting XIAO ; Xiaodong WU ; Maojie WANG ; Kaixin GAO ; Liyan MEI ; Runyue HUANG ; Xiumin CHEN
International Journal of Traditional Chinese Medicine 2024;46(11):1393-1400
Based on the Delphi method, combined with the results of the previous literature study and expert interviews, 3 rounds of expert consultation were conducted to evaluate the degree of concentration of expert opinions and their importance from 3 aspects: arithmetic mean, full score ratio ( Ki), and rank sum ( Si), to construct a diagnostic scale for rheumatoid arthritis (RA) cold-dampness syndrome. In this study, 30 expert questionnaires were distributed in the 1st round, 30 questionnaires were recovered, and the expert coordination coefficient was 0.309; 30 expert questionnaires were distributed in the 2nd round, 30 questionnaires were recovered, and the expert coordination coefficient was 0.320; and 30 expert questionnaires were distributed in the 3rd round, 29 questionnaires were recovered, and the expert coordination coefficient was 0.387. The maximum value of the coefficient of variation of the experts of the 3 rounds was 0.27, and the minimum value was 0.09, suggesting that the consistency and credibility of the experts' evaluation of the importance of the entries of cold-dampness syndrome were high. In this study, the mean values and weights of 17 entries were finally obtained, of which the top 5 entries were cold pain in joints (4.793, 0.066 6); aggravated by cold (4.586, 0.063 7); white tongue coating (4.552, 0.063 2); aggravated in cloudy and rainy days (4.448, 0.061 8); and painful joints that are not warm to the touch (4.379, 0.060 8). This study completed the screening of relevant entries and conducted preliminary discussions, laying the foundation for constructing a diagnostic scale for RA cold-dampness syndrome and forming the final diagnostic criteria. The research method is scientific and reliable, which can provide reference for the diagnostic standard of RA cold-dampness syndrome, but further clinical practice research is still needed.
5.Clinical observation of neck Gongfa exercise intervening people at high risk for cervical spondylosis
Ji MA ; Yu ZHANG ; Fei GU ; Yumin LIU ; Junliang WANG ; Cheng WANG ; Yazhou LI ; Kaixin SUN ; Jun ZHANG ; Jue HONG
Journal of Acupuncture and Tuina Science 2024;22(6):489-496
Objective:To observe the clinical efficacy of neck Gongfa exercise in intervening people at high risk for cervical spondylosis. Methods:A total of 212 participants from 8 companies at high risk for cervical spondylosis were divided into two groups using the random number table method,with 105 participants in the control group receiving health education and 107 participants in the trial group receiving an additional neck Gongfa exercise.After successive 3-month interventions,the two groups were compared in terms of cervical soft tissue tension and neck disability index(NDI)score.The incidence of cervical spondylosis was observed 3 months later. Results:During the process,10 cases dropped out in the trial group,and the control group had 9 dropout cases.After the intervention,the cervical soft tissue tension value and NDI score improved in both groups(P<0.05)and showed significant differences between the two groups(P<0.05).At the 3-month follow-up,the trial group had a lower incidence rate of cervical spondylosis than the control group(P<0.05). Conclusion:For people at high risk for cervical spondylosis,neck Gongfa exercise can effectively improve cervical soft tissue tension and motor dysfunction and lower the incidence of cervical spondylosis in the short run.
6.Chidamide plus prednisone, cyclophosphamide, and thalidomide for relapsed or refractory peripheral T-cell lymphoma: A multicenter phase II trial
Jinhua LIANG ; Li WANG ; Xiaodong WANG ; Guohui CUI ; Jianfeng ZHOU ; Tongyao XING ; Kaixin DU ; Jingyan XU ; Luqun WANG ; Rong LIANG ; Biyun CHEN ; Jian CHENG ; Haorui SHEN ; Jianyong LI ; Wei XU
Chinese Medical Journal 2024;137(13):1576-1582
Background::Although the treatment of peripheral T-cell lymphoma (PTCL) has undergone advancements during the past several years, the response rate and long-term effects with respect to patients with PTCL remain unsatisfactory—particularly for relapsed or refractory (R/R) patients. This phase II trial was designed to explore the efficacy and safety of an all-oral regimen of chidamide plus prednisone, cyclophosphamide, and thalidomide (CPCT) for R/R PTCL patients who could not tolerate the standard chemotherapy for a variety of reasons.Methods::We conducted a multicenter phase II clinical trial in which we combined chidamide (30 mg twice weekly) with prednisone (20 mg daily after breakfast), cyclophosphamide (50 mg daily after lunch), and thalidomide (100 mg daily at bedtime) (the CPCT regimen) for a total of fewer than 12 cycles as an induction-combined treatment period, and then applied chidamide as single-drug maintenance. Forty-five patients were ultimately enrolled from August 2016 to April 2021 with respect to Chinese patients at nine centers. Our primary objective was to assess the overall response rate (ORR) after the treatment with CPCT.Results::Of the 45 enrolled patients, the optimal ORR and complete response (CR)/CR unconfirmed (CRu) were 71.1% (32/45) and 28.9% (13/45), respectively, and after a median follow-up period of 56 months, the median progression-free survival (PFS) and overall survival (OS) were 8.5 months and 17.2 months, respectively. The five-year PFS and OS rates were 21.2% (95% confidence interval [CI], 7.9-34.5%) and 43.8% (95% CI, 28.3-59.3%), respectively. The most common adverse event was neutropenia (20/45, 44.4%), but we observed no treatment-related death.Conclusion::The all-oral CPCT regimen was an effective and safe regimen for R/R PTCL patients who could not tolerate standard chemotherapy for various reasons.Trial Registration::ClinicalTrials.gov, NCT02879526.
7.Research progress on the application of virtual reality technology in patients with kinetophobia
Zhaoyuan WANG ; Shujuan LIU ; Kaixin LI ; Mengxue GUO ; Tong SUN ; Yujing LI ; Yujiao CHI ; Junting WANG
Chinese Journal of Modern Nursing 2024;30(24):3336-3340
Virtual reality technology is an emerging technology that integrates multiple disciplines. It has the advantages of immersion, interactivity and imagination, which provides convenience for intelligent nursing in the field of rehabilitation treatment. This paper summarizes the application research of virtual reality technology in patients with kinetophobia, focusing on classification, application mechanism, application status, limitations and future development of virtual reality technology in various diseases of kinetophobia, so as to provide reference and basis for the rehabilitation nursing of patients with kinetophobia based on virtual reality technology in the future.
8.Association between variability of triglyceride glucose index and risk of type 2 diabetes
Ying PAN ; Shuting LIU ; Xiaohua CHEN ; Min HUANG ; Yueqing HUANG ; Yun TANG ; Qianqian WANG ; Kaixin ZHOU ; Jian SHAO ; Shao ZHONG
Chinese Journal of General Practitioners 2024;23(11):1162-1167
Objective:To explore the association between the variability of triglyceride glucose index (TyG) and the risk of type 2 diabetes mellitus(T2DM).Methods:This study was a retrospective cohort study. A total of 22 929 community-dwelling elderly (aged≥60 years) who received annual health check-ups in Kunshan city of Suzhou Municipality during 2014 to 2021 were enrolled in the study. Fasting triglycerides and blood glucose were measured during annual physical check-ups and the TyG was calculated, the standard deviation of TyG measurements in three consecutive physical check-ups was used as the indicatior of TyG long-term variability. According to the quartile of TyG long-term variability, the study subjects were divided into four groups, namely Q 1 (0-0.14), Q 2 (>0.14-0.22), Q 3 (>0.22-0.33), Q 4 (>0.33-1.90). The outcome variable was the occurrence of T2DM. The relationship between TyG variability and T2DM incidence was analyzed by multivariate Cox regression. Results:In the study cohort 11 518 (50.2%) were females and the mean age was (67.42±5.35) years. By the end of follow-up, 2 934 cases of new T2DM were diagnosed, with an oveall incidence rate of 12.8%. After adjusting for multiple confounders and average TyG, long-term variability of TyG was significantly associated with T2DM risk ( HR=1.83, 95% CI: 1.51-2.20). The risk of T2DM in Q 4 group was significantly higher than that in Q 1 group ( HR=1.33, 95% CI: 1.19-1.47). Kaplan-Meier survival curve showed that long-term variability of TyG was significantly correlated with the cumulative risk of T2DM incidence ( P<0.001). Conclusions:TyG variability is an independent risk factor for T2DM, suggesting that attention should be paid not only to specific time-point TyG levels but also to TyG fluctuation for early identification of T2DM risk.
9.Role of mitochondrial DNA 6mA in the hippocampal neurons in vascular cognitive impairment
Ziyi CHEN ; Lingfei YANG ; Kaixin WANG ; Qingsheng LI ; Yanjie JIA ; Zhe GONG
Chinese Journal of Neuromedicine 2024;23(8):757-768
Objective:To investigate the role and mechanism of mitochondrial DNA N6-methyladenine (6mA) in the hippocampal neurons in vascular cognitive impairment.Methods:(1) In vivo experiments: SPF male rats were randomly divided into sham-operated group and chronic cerebral hypoperfusion (CCH) group ( n=12). CCH models in the CCH group were established by ligating bilateral carotid arteries, while rats in the sham-operated group were only bilaterally dissected without ligation. Exploratory ability was detected by open field test 50 d after modeling, cognitive function was evaluated by novel object recognition test 51-53 d after modeling, and learning and memory abilities were tested by Morris water maze 54-59 d after modeling. And then, rats were sacrificed; ATP concentration and reactive oxygen species (ROS) level in the hippocampal tissues were detected, and neuron apoptosis in the hippocampal CA1 area was detected by TUNEL. (2) In vitro experiments: HT-22 cells were divided into normal control (NC) group, oxygen-glucose deprivation (OGD) group, OGD+siControl group, and OGD+siMETTL4 group. Cells in the NC group were cultured routinely, cells in the OGD group were subjected to low sugar and low oxygen for 12 h, and cells in the OGD+siControl group and OGD+siMETTL4 group were, respectively, transfected with NC-siRNA or METTL4-siRNA after being subjected to low sugar and low oxygen for 12 h. Mitochondria morphology was observed by transmission electron microscopy, ROS was detected by flow cytometry, mitochondria membrane potential was detected by JC-1 fluorescent staining, and mitochondrial complex I and III activity was detected by kit. (3) In vivo and in vitro experiments: METTL4 and DNA 6mA expressions in neuronal mitochondria of rat hippocampal tissues and mitochondria of HT-22 cells were detected by immunofluorescent staining and Western blotting. Results:(1) CCH rats had cognitive impairment: compared with the sham-operated group, CCH group had significantly increased frequency of entering the central area and reduced time in exploring new objects in open field experiment,and significantly decreased frequency of crossing the platform and prolonged escape latency in water maze experiment ( P<0.05). Compared with rats in the sham-operated group, rats in the CCH group had significantly decreased hippocampal ATP content ([18.820±1.177] nmol/L vs. [10.190±0.519] nmol/L) and increased ROS content ([4 488.00±255.70] AU vs. [11 644.00±530.20] AU, P<0.05). TUNEL results showed that the number of apoptotic neurons in the hippocampal CA1 area of CCH group was obviously increased than that in sham-operated group. Immunofluorescent staining results showed that 6mA and METTL4 mainly distributed in the mitochondria of hippocampal neurons in CCH group, and the 6mA and METTL4 expressions were obviously increased compared with those in the sham-operated group. Western blotting results showed that METTL4 expression in the hippocampal mitochondria of CCH group was significantly higher than that in the sham-operated group (1.729±0.168 vs. 1.000±0.000). (2) In vitro experiment: under transmission electron microscope, compared with the NC group, HT-22 cells in the OGD group showed obvious mitochondrial ridge disappearance, membrane rupture and vacuolation. Compared with the OGD group, the OGD+siMETTL4 group had significantly increased ATP production, decreased mtROS production, increased mitochondrial membrane potential, and increased mitochondrial complex I and III activities ( P<0.05). Immunofluorescent staining results showed that the mtDNA 6mA and METTL4 expressions in the OGD group were obviously higher than those in the NC group, and both mainly expressed in the mitochondria; mtDNA 6mA expression in the OGD+siMETTL4 group was obviously lower than that in OGD group. Western blotting results showed that METTL4 expression in the OGD+siMETTL4 group was significantly higher than that in the OGD group (1.578±0.261 vs. 2.970±0.280). Conclusion:Specific high expression of methylase METTL4 in hippocampal neurons of rats with cognitive impairment after CCH promotes the increased mtDNA 6mA expression and leads to mitochondrial energy metabolism disorders and increased ROS, which is speculated to be one of the mechanisms causing vascular cognitive impairment.
10.Modern Research Progress of Polyphyllin Ⅰ: A Review
Kaixin WANG ; Mengru CAI ; Dongge YIN ; Xueling HU ; Tingting FU ; Rongyue ZHU ; Shilang LIAO ; Jian NI ; Xingbin YIN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(22):254-264
Paridis Rhizoma, a traditional valuable Chinese herbal medicine, has the functions of clearing heat and removing toxin, relieving edema and pain, cooling liver and calming convulsion, which can be used to treat various diseases such as mumps, abscess, burn, bleeding, and tumor. It has been used in folk medicine for a long time and is the main raw material of various Chinese patent medicines such as Gongxuening Capsules and Yunnan Baiyao. Polyphyllin Ⅰ, an isospirostanol saponin and one of the main active components in Paridis Rhizoma, is distributed in the rhizome, pericarp, and leaves of Paris polyphylla. With high polarity, polyphyllin Ⅰ is mainly extracted by n-butanol extraction and macroporous adsorption resin chromatography, separated by silica gel column chromatography and preparative high performance liquid chromatography, and purified with the combination of methods. With anti-tumor, anti-inflammatory, antibacterial, and anti-virus effects, it is generally employed to treat liver cancer, lung cancer, gastric cancer and other cancers as well as arthritis, influenza, sore toxin, and bacterial infection. However, polyphyllin Ⅰ may cause stomach irritation, hemolysis, liver damage, kidney damage, heart damage, and other adverse reactions. Pharmacokinetic studies show that it has problems such as low bioavailability and poor intestinal absorption and permeability, which affect the clinical application of polyphyllin Ⅰ. This paper summarizes the research on the plant sources, extraction and separation methods, pharmacological effects, adverse reactions, and pharmacokinetics of polyphyllin Ⅰ in recent years, which is expected to provide a reference for the rational clinical application and other in-depth research work of polyphyllin Ⅰ.


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