1.Accuracy of large language models for answering pediatric preventive dentistry questions
GUAN Boyan ; XU Minghe ; ZHANG Huiqi ; MA Shulei ; ZHANG Shanshan ; ZHAO Junfeng
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(4):313-319
Objective:
To evaluate and compare the accuracy of responses to pediatric preventive dentistry-related questions between the domestic large language model, ChatGLM-6B, and the international large language model, ChatGPT-3.5, in order to provide insights for further research and development of domestic language models in the field of oral medicine.
Methods:
A total of 100 common pediatric preventive dentistry questions of varying difficulty levels [basic (n = 35), intermediate (n = 35), and advanced (n = 30) ] were provided by pediatric preventive dentistry experts. Two doctors independently registered these questions with ChatGPT-3.5 and ChatGLM-6B and collected the answers. A cohort of 16 dentists assessed responses generated by ChatGLM-6B and ChatGPT-3.5 using a predefined 3-point Likert scale. The average score of the ratings from 16 doctors was taken as the answer score. If the answer score was higher than 2.8, it was accepted as a accurate answer; if the score was lower than 1.4, it was accepted as an inaccurate answer; if the score was between 1.4 and 2.8, it was accepted as a partially accurate answer. Comparative analysis was conducted on the accuracy rates and evaluation outcomes between the two groups. Consistency analysis of the ratings was conducted
Results:
The answer accuracy rates of ChatGPT-3.5 and ChatGLM-6B for 100 pediatric preventive dentistry questions were comparable: ChatGPT-3.5 demonstrated 68% accurate, 30% partially accurate, and 2% inaccurate responses, while ChatGLM-6B showed 67% accurate, 31% partially accurate, and 2% inaccurate responses, with no statistically significant differences (P>0.05). Both models exhibited equivalent accuracy across questions of varying difficulty levels (basic, intermediate, advanced), showing no statistical differences (P>0.05). The overall average scores for ChatGPT3.5 and ChatGLM-6B in answering all questions were both 2.65, with no statistically significant difference (P>0.05). For questions of different difficulty levels, ChatGPT3.5 had an average score of 2.66 for basic questions while ChatGLM-6B had an average score of 2.70. For intermediate questions, ChatGPT3.5 had an average score of 2.63 and ChatGLM-6B had an average score of 2.64. For advanced questions, ChatGPT3.5 had an average score of 2.68, and ChatGLM-6B had an average score of 2.61. No statistically significant differences were observed across any difficulty category (P>0.05). The consistency of the experts’ grading ranged from fair to moderate.
Conclusion
This study demonstrates the potential of both ChatGLM-6B and ChatGPT-3.5 in answering pediatric preventive dentistry questions. ChatGLM-6B performed similarly to ChatGPT-3.5 in this field, but the accuracy rates of both models fell short of expectations and are not suitable for clinical use. Future efforts should focus on improving the accuracy and consistency of large language models in providing medical information, as well as developing specialized medical models for the field of oral medicine.
2.Trunk pressure biofeedback and its correlation with diaphragmatic functional parameters in young adults
Junfeng KONG ; Haibin XIAO ; Tian MA ; Yu LUO
Chinese Journal of Tissue Engineering Research 2024;28(32):5196-5202
BACKGROUND:Trunk pressure biofeedback is considered a reliable indicator for assessing core muscle strength.It not only reflects the status of an individual's trunk strength but also has a close relationship with the function of respiratory muscles. OBJECTIVE:To explore the correlation between trunk pressure biofeedback and diaphragmatic function in young adults. METHODS:A total of 80 young adults from Shangrao Normal University,China were enrolled,including 34 males and 46 females,with an average age of(19.83±1.45)years.Diaphragmatic thickness and mobility were measured using a bedside musculoskeletal ultrasound system.Maximum inspiratory pressure was determined using a portable pulmonary function tester.Lumbar and abdominal pressures in prone and supine positions were assessed using a pressure biofeedback device.The degree of correlation between trunk pressure biofeedback and diaphragmatic function was determined using Pearson or Spearman correlation coefficients.A multivariate linear regression analysis was used to determine predictive models for diaphragmatic function. RESULTS AND CONCLUSION:Grouped by sex,age,height,body mass,trunk pressure biofeedback values,diaphragm thickness during quiet inspiration and expiration,diaphragmatic thickening ratio during quiet breathing,diaphragmatic thickness during deep inspiration and expiration,diaphragmatic thickening ratio during deep breathing,diaphragmatic mobility during deep inspiration,and maximum inspiratory pressure were higher in the male group than the female group(all P<0.05).Grouped by physical activity level,trunk pressure biofeedback values and maximum inspiratory pressure were lower in the sedentary group than in the exercise group(both P<0.05).Both anterior and posterior trunk pressure biofeedback were significantly correlated with diaphragmatic thickness during quiet inspiration and expiration,diaphragmatic thickening ratio during quiet breathing,diaphragmatic thickness during deep inspiration and expiration,diaphragmatic thickening ratio during deep breathing,diaphragmatic mobility during deep inspiration,and maximum inspiratory pressure(all P<0.01).Anterior trunk pressure biofeedback entered the predictive model for diaphragmatic thickness during quiet inspiration(F=27.228,P<0.001),during deep inspiration(F=38.615,P<0.001),and along with age for diaphragmatic mobility during deep inspiration(F=15.408,P<0.001).Anterior trunk pressure biofeedback,body mass,and age entered the predictive model for maximum inspiratory pressure(F=22.314,P<0.001).To conclude,there is a strong correlation between trunk pressure biofeedback and diaphragmatic thickness,diaphragmatic mobility,and maximum inspiratory pressure.The rapid and simple measurement of trunk pressure biofeedback can serve as a method for screening the diaphragmatic function in healthy young adults.
3.Remarkable Research Achievements in Traditional Chinese Medicine During New Era (2012—2022)
Xiaoxiao ZHANG ; Xianghong HE ; Liangzhen YOU ; Junfeng CHEN ; Jun MA ; Guochen WANG ; Kaixian CHEN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(5):1-10
Since the 18th National Congress of the Communist Party of China (CPC), a continuous stream of scientific and technological innovations has unfolded in the realm of traditional Chinese medicine (TCM). With the aim of implementing the spirit of the 20th National Congress of the CPC, and the Opinions on Promoting the Inheritance, Innovation and Development of TCM, and to underscore the exemplary role of significant scientific and technological achievements, the China Association of Chinese Medicine, in alignment with relevant requirements and under the guidance of authoritative experts, has organized a comprehensive review of the important scientific and technological achievements in the field of TCM since the 18th National Congress of the CPC. Through rigorous procedures, including collecting and reviewing achievements, writing achievement reports, organizing expert reviews, and seeking public opinions, remarkable research achievements in TCM during 2012—2022 were compiled.
4.Differentiation and Treatment of Interstitial Cystitis/Bladder Pain Syndrome Based on the Theory of Sores and Ulcers
Qiongqiong LIU ; Ran PANG ; Yueying CHEN ; Junfeng TANG ; Fengqin CAO ; Diyuan MA
Journal of Traditional Chinese Medicine 2024;65(16):1712-1716
It is believed that the endoscopic manifestations of interstitial cystitis/bladder pain syndrome (IC/BPS) such as extensive bleeding and Hunner's ulcers as well as its recurrent and prolonged condition are in line with the characteristics of sores and ulcers in traditional Chinese medicine (TCM), and the treatment can be referred to TCM theory of sores and ulcers. The mechanism of IC/BPS is characterized by root deficiency and branch excess. The root cause is deficiency of the spleen and kidney qi, while the manifesting factors are dampness-heat and blood stasis. The treatment is based on the principles of promoting and supplementing, combining with resolving therapy, so that the symptoms could be relieved by promoting blood circulation and clearing heat, unblocking the collaterals and relieve pain. In clinical practice, modified Neituo Shengji Powder (内托生肌散) was commonly used to boost qi and invigorate blood, expel swollen sore and express toxin; combining with Sijunzi Decoction (四君子汤) or Suoquan Pill (缩泉丸) based on specific symptoms to strengthen the spleen and kidneys, thereby reinforcing healthy qi; according to concurrent symptoms like blood stasis, dampness heat, prescription with Sanleng (Cyperus rotundus), Ezhu (Curcuma aromatica Salisb) to invigorate blood and dissolve stasis, or Yiyiren (Coix lacryma-jobi), Zexie (Alisma plantago-aquatica) to clear heat and drain dampness.
5.An environmentally sensitive zinc-selective two-photon NIR fluorescent turn-on probe and zinc sensing in stroke
Wang JUNFENG ; Liu QIBING ; Li YINGBO ; Pang YI
Journal of Pharmaceutical Analysis 2024;14(4):578-584
A two-photon near infrared(NIR)fluorescence turn-on sensor with high selectivity and sensitivity for Zn2+detection has been developed.This sensor exhibits a large Stokes'shift(-300 nm)and can be excited from 900 to 1000 nm,with an emission wavelength of-785 nm,making it ideal for imaging in biological tissues.The sensor's high selectivity for Zn2+over other structurally similar cations,such as Cd2+,makes it a promising tool for monitoring zinc ion levels in biological systems.Given the high concentration of zinc in thrombi,this sensor could provide a useful tool for in vivo thrombus imaging.
6.Role and mechanism of tubastatin A in alleviating brain injury after cardiopulmonary resuscitation by inhibiting endoplasmic reticulum stress-mediated cell apoptosis in swine
Chuang CHEN ; Shuangshuang MA ; Lixin LUO ; Junfeng ZHAO
Chinese Journal of Emergency Medicine 2023;32(6):796-801
Objective:To explore the role and mechanism of tubastatin A (TubA) in alleviating brain injury after cardiac arrest and cardiopulmonary resuscitation (CA-CPR) by inhibiting endoplasmic reticulum stress-mediated cell apoptosis in swine.Methods:Twenty-three conventional male white swine, weighing 33-40 kg, aged 4 to 6 months, were divided into 3 groups by random number table method: sham group ( n=6), CA-CPR group ( n=9), and TubA group ( n=8). The CA-CPR swine model was established by 9 min of electrically induced CA through pacing catheter in the right ventricle and then 6 min of CPR in the CA-CPR group. The CA-CPR swine model was established by the same method, and then a dose of 4.5 mg/kg of TubA at 5 min after resuscitation was intravenously infused in the TubA group. The serum concentrations of neuron specific enolase (NSE) and S100β protein (S100β) were measured using ELISA before modeling and at 1, 2, 4 and 24 h after resuscitation. Neurological deficit score (NDS) was evaluated at 24 h after resuscitation. Thereafter, the animals were euthanized, and brain cortex tissues were harvested, and the expression levels of caspase-12 and caspase-3 were measured using immunohistochemistry. Cell apoptosis index was detected by TUNEL assay. The variables among the three groups were compared with one-way analysis of variance and the Bonferroni hoc test using SPSS software. Results:Twenty-four h after resuscitation, the serum concentrations of NSE and S100β were significantly increased, and NDS was markedly elevated in the CA-CPR and TubA groups compared with the sham group (all P<0.05). Compared with the CA-CPR group, serum concentration of NSE starting 2 h after resuscitation and serum concentration of S100β starting 1 h after resuscitation were significantly decreased in the TubA group [NSE (ng/mL): (23.1±2.0) vs. (20.2±2.0) at 2 h, (28.4±2.3) vs. (23.7±1.9) at 4 h, (32.1±2.7) vs. (26.6±2.0) at 24 h; S100β (pg/mL): (2239±193) vs. (1923±101) at 1 h, (2817±157) vs. (2360±141) at 2 h, (3384±250) vs. (2691±210) at 4 h, (3965±303) vs. (3119±260) at 24 h, all P<0.05], and NDS was markedly reduced (240±30 vs. 63±44, P<0.05). At 24 h after resuscitation, brain cortex tissue detection showed that the expression levels of caspase-12 and caspase-3 were significantly increased, and cell apoptosis index was markedly elevated in the CA-CPR and TubA groups compared with the sham group (all P<0.05). However, the expression levels of caspase-12 and caspase-3 were significantly decreased [caspase-12:(7.1±0.7) vs. (4.2±0.4); caspase-3: (13.3±1.6) vs. (7.7±0.8), all P<0.05], and cell apoptosis index was markedly reduced in the TubA group compared to the CA-CPR group [(31.1±8.6) vs. (17.3±2.2), P<0.05]. Conclusions:TubA alleviates brain injury and neurological dysfunction after CA-CPR in swine, which may be related to the inhibition of cell apoptosis mediated by endoplasmic reticulum stress.
7.Quantitative characterization of cell physiological state based on dynamical cell mechanics for drug efficacy indication
Shuang MA ; Junfeng WU ; Zhihua LIU ; Rong HE ; Yuechao WANG ; Lianqing LIU ; Tianlu WANG ; Wenxue WANG
Journal of Pharmaceutical Analysis 2023;13(4):388-402
Cell mechanics is essential to cell development and function,and its dynamics evolution reflects the physiological state of cells.Here,we investigate the dynamical mechanical properties of single cells under various drug conditions,and present two mathematical approaches to quantitatively character-izing the cell physiological state.It is demonstrated that the cellular mechanical properties upon the drug action increase over time and tend to saturate,and can be mathematically characterized by a linear time-invariant dynamical model.It is shown that the transition matrices of dynamical cell systems signifi-cantly improve the classification accuracies of the cells under different drug actions.Furthermore,it is revealed that there exists a positive linear correlation between the cytoskeleton density and the cellular mechanical properties,and the physiological state of a cell in terms of its cytoskeleton density can be predicted from its mechanical properties by a linear regression model.This study builds a relationship between the cellular mechanical properties and the cellular physiological state,adding information for evaluating drug efficacy.
8.A case of liver failure caused by fatal amanita poisoning was successfully treated by open cholecystostomy drainage
Bing BU ; Chao YANG ; Xiuying MA ; Yilan XIA ; Yongli ZHANG ; Jian WANG ; Jiawei GENG ; Junfeng WANG
Chinese Critical Care Medicine 2023;35(2):206-208
The fatality rate of liver failure caused by fatal amanita poisoning is high, and there are no effective antidote drugs in China. On July 30, 2020, the department of infectious diseases and liver diseases of the First People's Hospital of Yunnan Province admitted a 67-year-old female patient with liver failure caused by fatal amanita poisoning. The patient went to the emergency department for treatment due to abdominal pain, vomiting and diarrhea after eating 350-400 g of amanita mushroom for 2 days, accompanied by fatigue for 1 day. There was no abnormality in physical examination. Laboratory indexes: alanine aminotransferase (ALT) 4 798 U/L, aspartate aminotransferase (AST) 10 030 U/L, activated partial thromboplastin time (APTT) 57.5 s, prothrombin time (PT) 72.1 s, international normalized ratio (INR) 8.66, prothrombinactivity (PA) 10%. Based on the patient's medical history, clinical manifestations and laboratory data, the diagnosis was amanita peptide mushroom poisoning and acute liver failure. According to the mechanism of amanita toxin poisoning as enterohepatic circulation, endoscopic retrograde cholangiopancreatography and ultrasound-guided gallbladder puncture and drainage for drainage of bile to discharge toxins were performed to interrupt the enterohepatic circulation of toxins. However, both methods failed, so open cholecystostomy was performed. Because the patient's coagulation function was very poor, artificial hepatic plasma exchange was given to improve coagulation function before open cholecystostomy, and eventually bile was drained successfully. After a total of 19 days of comprehensive medical treatment, the patient was cured and discharged from the hospital, and no sequelae was found after 1 year of follow-up. For such patients, early identification of the disease is required, and blocking the enterohepatic circulation of toxins as soon as possible according to the characteristics and toxicological mechanism of toxins may be the key treatment for rescuing patients with liver failure poisoned by amanita toxin, and it is necessary to combine comprehensive treatments such as active fluid replacement and blood purification to further improve the survival rate.
9.Effect of autophagic core protein Atg101 on adipocyte senescence
Yafen YE ; Rongrong XU ; Jingyuan MA ; Ying YANG ; Junfeng HAN
Chinese Journal of Endocrinology and Metabolism 2023;39(1):48-54
Objective:To investigate the effect of autophagy related gene Atg101 on white adipocyte senescence.Methods:An Atg101 knockdown model of 3T3-L1 mature adipocytes was constructed to probe the effect of Atg101 on autophagy-related proteins LC3 and p62 protein. The RNA-seq database of human subcutaneous adipose tissue was constructed and analyzed, and the co-expressed gene set was predicted based on the pearson correlation coefficient( R2>0.4, P<0.05) between FPKM values of Atg101 and other gene, followed by KEGG and Reactome enrichment analysis. Young mouse(8 weeks old) and old mouse(18 months old) models were established, and the expression levels of Atg101 in inguinal white adipose tissue and epididymal white adipose tissue were detected by quantitative real-time PCR(RT-qPCR) and Western blot. Furthermore, the differences in white adipocyte senescence-associated secretory phenotype(SASP), cell cycle and mitochondrial homeostasis-related genes were detected by RNA-seq, Western blot, and RT-qPCR to analyze the effects of Atg101 silencing on adipocyte senescence. Results:The autophagy-related protein LC3-Ⅱ expression was significantly decreased and p62 protein was induced after Atg101 was knockdowned in 3T3-L1 adipocytes, suggesting impaired cell autophagy. KEGG enrichment analysis revealed that Atg101 co-expressed gene set was mainly enriched in autophagy and senescence-related pathways; Reactome enrichment analysis revealed that this gene set was associated with multiple cell cycle signaling pathways. RT-qPCR and Western blot confirmed that both mRNA and protein levels of Atg101 were down-regulated in inguinal white adipose tissue of aging mice, and protein levels in epididymal white adipose tissue were also significantly reduced. Finally, it was further confirmed that SASP-related genes were induced after Atg101 knockdown in white adipocytes, and cell cycle-specific gene expression was restricted and cytokine-dependent protein kinase inhibitors p16 and p21 expressions were significantly increased, while mitochondrial homeostasis regulatory genes were also suppressed.Conclusions:Knockdown of Atg101 may regulate white adipocyte senescence by inhibiting autophagic activity, presenting impaired mitochondrial homeostasis.
10.Bend family proteins mark chromatin boundaries and synergistically promote early germ cell differentiation.
Guang SHI ; Yaofu BAI ; Xiya ZHANG ; Junfeng SU ; Junjie PANG ; Quanyuan HE ; Pengguihang ZENG ; Junjun DING ; Yuanyan XIONG ; Jingran ZHANG ; Jingwen WANG ; Dan LIU ; Wenbin MA ; Junjiu HUANG ; Zhou SONGYANG
Protein & Cell 2022;13(10):721-741
Understanding the regulatory networks for germ cell fate specification is necessary to developing strategies for improving the efficiency of germ cell production in vitro. In this study, we developed a coupled screening strategy that took advantage of an arrayed bi-molecular fluorescence complementation (BiFC) platform for protein-protein interaction screens and epiblast-like cell (EpiLC)-induction assays using reporter mouse embryonic stem cells (mESCs). Investigation of candidate interaction partners of core human pluripotent factors OCT4, NANOG, KLF4 and SOX2 in EpiLC differentiation assays identified novel primordial germ cell (PGC)-inducing factors including BEN-domain (BEND/Bend) family members. Through RNA-seq, ChIP-seq, and ATAC-seq analyses, we showed that Bend5 worked together with Bend4 and helped mark chromatin boundaries to promote EpiLC induction in vitro. Our findings suggest that BEND/Bend proteins represent a new family of transcriptional modulators and chromatin boundary factors that participate in gene expression regulation during early germline development.
Animals
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Cell Differentiation/genetics*
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Chromatin/metabolism*
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Embryonic Stem Cells
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Germ Cells/metabolism*
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Germ Layers/metabolism*
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Mice


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