Objective To develop an automated system that can accurately determine the relationship between the mandibular third molar and the mandibular nerve canal from panoramic images.Methods A dataset consisting of 600 panoramic images of the oral cavi-ty was selected,and the positions of the mandibular third molar and the mandibular nerve canal were accurately labeled.We compared the research designed TI-YOLOv5 with PANet,Faster R-CNN,Mask R-CNN,ResNeSt-101,and the original YOLOv5 in image seg-mentation tasks,with evaluation metrics of AP and AP50.Results TI-YOLOv5 achieved AP(average precision)54.0％and AP5094.9％,an increase of 4.9 and 6.7 percentage points respectively compared to the original YOLOv5(AP 49.1％,AP50 88.2％),and surpassed other SOTA methods such as Mask R-CNN(AP 45.1％,AP50 84.2％).Conclusion TI-YOLOv5 is significantly superior to mainstream networks in automatic positioning and relationship classification of mandibular wisdom teeth and neural tubes,with high de-tection accuracy and discrimination accuracy,and can provide reliable technical support for preoperative risk assessment of mandibular wisdom tooth extraction.

Objective To develop an automated system that can accurately determine the relationship between the mandibular third molar and the mandibular nerve canal from panoramic images.Methods A dataset consisting of 600 panoramic images of the oral cavi-ty was selected,and the positions of the mandibular third molar and the mandibular nerve canal were accurately labeled.We compared the research designed TI-YOLOv5 with PANet,Faster R-CNN,Mask R-CNN,ResNeSt-101,and the original YOLOv5 in image seg-mentation tasks,with evaluation metrics of AP and AP50.Results TI-YOLOv5 achieved AP(average precision)54.0％and AP5094.9％,an increase of 4.9 and 6.7 percentage points respectively compared to the original YOLOv5(AP 49.1％,AP50 88.2％),and surpassed other SOTA methods such as Mask R-CNN(AP 45.1％,AP50 84.2％).Conclusion TI-YOLOv5 is significantly superior to mainstream networks in automatic positioning and relationship classification of mandibular wisdom teeth and neural tubes,with high de-tection accuracy and discrimination accuracy,and can provide reliable technical support for preoperative risk assessment of mandibular wisdom tooth extraction.

Objective:To assess the application value of one-hour post-load glucose (1hPG) for detecting prediabetes among individuals with high risk of type 2 diabetes mellitus (T2DM).Methods:The study was conducted between August 2023 and January 2024, and individuals with a high risk of T2DM were invited to receive an oral glucose tolerance test (OGTT), structural questionnaires, physical measurements, and other biochemical examinations. The fasting, one-, and two-hour glucose and insulin were tested. According to the 1hPG cut point on hyperglycemia suggested by International Diabetes Federation (IDF), normal glucose tolerance (NGT) and prediabetes were further divided into two subgroups, respectively, i.e., NGT with 1hPG<8.6 mmol/L (NGT-1hPG-normal), NGT with 1hPG≥8.6 mmol/L (NGT-1hPG-high), prediabetes with 1hPG<8.6 mmol/L (PDM-1hPG-normal), and prediabetes with 1hPG≥8.6 mmol/L (PDM-1hPG-high). The insulin release curve was drawn by the groups as above. Insulin resistance was evaluated by homeostasis model assessment for insulin resistance (HOMA-IR), and β-cell secretory function was evaluated by homeostasis model assessment for β cell function (HOMA-β)/HOMA-IR. Spearman rank correlation analysis was used to calculate the correlation coefficients among 1hPG, 2hPG and HOMA indices, and Steiger′s Z test was used to compare the difference between two correlation coefficients. Receiver operating characteristics (ROC) curves and area under the curve (AUC) were used to assess the accuracy of 1hPG for detecting prediabetes. Results:A total of 2 469 subjects consisting of 1 485 men (60.1%) and 984 (39.9%) women, with a mean age of (45.76±6.20) years, of which 1 844 (74.7%) had 1hPG≥8.6 mmol/L. The prevalence of 1hPG≥8.6 mmol/L was 46.8%, 93.0% and 99.8% in individuals with NGT, prediabetes and newly diagnosed T2DM, respectively ( χ 2=763.78, P<0.001). The insulin release curve showed that insulin secretion increased rapidly in subjects with NGT-1hPG-high, and peaked at one hour, then decreased rapidly, with a significantly higher level of one- and two-hour insulin than those with NGT-1hPG-normal ( P<0.001). Compared to individuals with NGT-1hPG-normal, the counterparts with NGT-1hPG-high exhibited higher HOMA-IR and lower adjusted HOMA-β ( P<0.001). Spearman rank correlation analysis showed that the correlation coefficient of 1hPG with HOMA-IR was similar to the correlation coefficient of 2hPG with HOMA-IR (0.493 vs. 0.480, P=0.550), while the correlation of 1hPG with adjusted HOMA-β was significantly stronger than that of 2hPG (-0.692 vs. -0.587, P<0.001). Excluding patients with T2DM, according to the cut point recommended by IDF, the AUC of 1hPG≥8.6 mmol/L for detecting prediabetes was 0.731 (95% CI: 0.714-0.748), and the sensitivity and specificity were 0.930 and 0.532, respectively, with the kappa value of 0.45. Conclusion:1hPG is closely related to insulin resistance and islet function, and there′s substantial value for individuals with a high risk of T2DM to detect prediabetes by using the 1hPG cut points recommended by IDF.

Objective To investigate the effect of Biejiajian Pill(BJJP)on malignant biological behavior of hepatocellular carcinoma Hep3B cells and its regulatory mechanism.Methods A total of 72 healthy SD rats were randomly divided into blank control(BC)group,low(0.55 g/kg),medium(1.10 g/kg)and high(2.20 g/kg)BJJP experimental group,and drug-containing serum was prepared.Hep3B cells were divided into BC group,normal rat serum treatment(NC)group,low dose BJJP(LBJJP)group,medium dose BJJP(MBJJP)group and high dose BJJP(HBJJP)group,empty plasmid(pcDNA3.1)group,and CKLF-like MARVEL transmembrane domain containing 6(CMTM6)overexpression(pcDNA3.1-CMTM6)group,and the NC+pcDNA3.1 group,MBJJP+pcDNA3.1 group,NC+pcDNA3.1-CMTM6 group and MBJJP+pcDNA3.1-CMTM6 group.The proliferation of hepatoma Hep3B cells was detected by CCK-8.The migration and invasion of hepatoma Hep3B cells were detected by Transwell assay.The expression levels of proliferation-related proteins proliferating cell nuclear antigen(PCNA),epithelial-mesenchymal transition(EMT)related proteins(E-cadherin,N-cadherin and Vimentin),and CMTM6 proteins in hepatoma Hep3B cells were detected by Western blotting experiments.Results Compared with those in BC group,there were no significant differences in the proliferation,migration and invasion abilities of Hep3B cells,or the expression levels of PCNA,EMT related proteins(E-cadherin,N-cadherin and Vimentin)and CMTM6 protein in NC group(P＞0.05).Compared with NC group,LBJJP,MBJJP and HBJJP drug-containing serum inhibited the proliferation,migration and invasion of Hep3B cells,downregulated the protein expression of PCNA;MBJJP and HBJJP upregulated the protein expression of E-cadherin.The protein expressions of N-cadherin,Vimentin and CMTM6 were downregulated,with significant differences(P＜0.05).Compared with pcDNA3.1 group,the protein expression of CMTM6,cell proliferation,migration,invasion,PCNA protein expression,N-cadherin protein expression,and Vimentin protein expression in Hep3B cells in pcDNA3.1-CMTM6 group were significantly upregulated,while the protein expression of E-cadherin was significantly downregulated(P＜0.05).Compared with NC+pcDNA3.1 group,the proliferation,migration and invasion abilities of Hep3B cells in MBJJP+pcDNA3.1 group were decreased,the expression levels of PCNA,Vimentin and N-cadherin protein were decreased,while the expression level of E-cadherin protein was increased.Compared with NC+pcDNA3.1-CMTM6 group,MBJJP+pcDNA3.1-CMTM6 group had the same results in the proliferation,migration and invasion abilities of Hep3B cells and the protein expression levels of PCNA,Vimentin,N-cadherin and E-cadherin.The differences were statistically significant(all P＜0.05).Conclusion BJJP may inhibit the proliferation,migration,invasion and EMT of hepatoma Hep3B cells by regulating the expression of CMTM6.

Image 1.

Objective:To assess the application value of one-hour post-load glucose (1hPG) for detecting prediabetes among individuals with high risk of type 2 diabetes mellitus (T2DM).Methods:The study was conducted between August 2023 and January 2024, and individuals with a high risk of T2DM were invited to receive an oral glucose tolerance test (OGTT), structural questionnaires, physical measurements, and other biochemical examinations. The fasting, one-, and two-hour glucose and insulin were tested. According to the 1hPG cut point on hyperglycemia suggested by International Diabetes Federation (IDF), normal glucose tolerance (NGT) and prediabetes were further divided into two subgroups, respectively, i.e., NGT with 1hPG<8.6 mmol/L (NGT-1hPG-normal), NGT with 1hPG≥8.6 mmol/L (NGT-1hPG-high), prediabetes with 1hPG<8.6 mmol/L (PDM-1hPG-normal), and prediabetes with 1hPG≥8.6 mmol/L (PDM-1hPG-high). The insulin release curve was drawn by the groups as above. Insulin resistance was evaluated by homeostasis model assessment for insulin resistance (HOMA-IR), and β-cell secretory function was evaluated by homeostasis model assessment for β cell function (HOMA-β)/HOMA-IR. Spearman rank correlation analysis was used to calculate the correlation coefficients among 1hPG, 2hPG and HOMA indices, and Steiger′s Z test was used to compare the difference between two correlation coefficients. Receiver operating characteristics (ROC) curves and area under the curve (AUC) were used to assess the accuracy of 1hPG for detecting prediabetes. Results:A total of 2 469 subjects consisting of 1 485 men (60.1%) and 984 (39.9%) women, with a mean age of (45.76±6.20) years, of which 1 844 (74.7%) had 1hPG≥8.6 mmol/L. The prevalence of 1hPG≥8.6 mmol/L was 46.8%, 93.0% and 99.8% in individuals with NGT, prediabetes and newly diagnosed T2DM, respectively ( χ 2=763.78, P<0.001). The insulin release curve showed that insulin secretion increased rapidly in subjects with NGT-1hPG-high, and peaked at one hour, then decreased rapidly, with a significantly higher level of one- and two-hour insulin than those with NGT-1hPG-normal ( P<0.001). Compared to individuals with NGT-1hPG-normal, the counterparts with NGT-1hPG-high exhibited higher HOMA-IR and lower adjusted HOMA-β ( P<0.001). Spearman rank correlation analysis showed that the correlation coefficient of 1hPG with HOMA-IR was similar to the correlation coefficient of 2hPG with HOMA-IR (0.493 vs. 0.480, P=0.550), while the correlation of 1hPG with adjusted HOMA-β was significantly stronger than that of 2hPG (-0.692 vs. -0.587, P<0.001). Excluding patients with T2DM, according to the cut point recommended by IDF, the AUC of 1hPG≥8.6 mmol/L for detecting prediabetes was 0.731 (95% CI: 0.714-0.748), and the sensitivity and specificity were 0.930 and 0.532, respectively, with the kappa value of 0.45. Conclusion:1hPG is closely related to insulin resistance and islet function, and there′s substantial value for individuals with a high risk of T2DM to detect prediabetes by using the 1hPG cut points recommended by IDF.

Objective:To analyze the electroencephalogram features of visual working memory in the delay stage based on microstate analysis.Methods:In this cross-sectional study, ten healthy male subjects aged 19-29 years old from Tianjin Medical University were selected from January to July 2015. The 32-channel electroencephalogram experimental data were recorded from these subjects during the visual working memory eye-open state for 10 min (resting-state) and the delayed matching-to-sample (DMS) task (task-state) conditions, respectively. After data pre-processing, a short-time Fourier transform was applied for time-frequency analysis to extract the characteristic time periods and frequency bands, and electroencephalogram microstates of the resting and task states of visual working memory were computed separately, using an improved k-means clustering algorithm. The Mann-Whitney U test was used to analyze the statistical differences between resting-state and task-state microstate parameters, including global field power (GFP), global explained variance (GEV), time proportion, mean spatial correlation, frequency of occurrence and duration. Results:The time-frequency distribution of the Fz channel in the responsible brain region in DMS task visual working memory showed that the energy was mainly concentrated in the theta band (4-8 Hz) during the delay stage (4.039-7.039 s). The bipolar locations of microstates A, B, C, and D were prefrontal and occipital, central frontal and occipital, right occipital and left frontal, and left occipital and right frontal, respectively. In microstates A and C, the mean spatial correlation of the task-state was both higher than that of the resting state. The comparison results for microstate A were (0.632 5±0.105 8 vs 0.624 5±0.461 4, P<0.05), and the results for microstate C were (0.589 4±0.233 4 vs 0.561 3±0.066 8, P<0.01). The parameters of the task-state microstate D were lower than those of the resting-state, including GFP (1.125±0.061 vs 1.277±0.741, P<0.05), GEV (0.077±0.061 vs 0.101±0.057, P<0.05), and time proportion (0.191±0.165 vs 0.224±0.094, P<0.05) and mean spatial correlation (0.561 2±0.211 6 vs 0.612 1±0.315 2, P<0.01). Conclusions:The critical period of visual working memory is the delay stage and the critical frequency band is the theta band. Microstate D is the characteristic feature of visual working memory in the delay stage of the theta band, and microstates A and C can also serve as its potential features.

Objective To investigate the effect of Biejiajian Pill(BJJP)on malignant biological behavior of hepatocellular carcinoma Hep3B cells and its regulatory mechanism.Methods A total of 72 healthy SD rats were randomly divided into blank control(BC)group,low(0.55 g/kg),medium(1.10 g/kg)and high(2.20 g/kg)BJJP experimental group,and drug-containing serum was prepared.Hep3B cells were divided into BC group,normal rat serum treatment(NC)group,low dose BJJP(LBJJP)group,medium dose BJJP(MBJJP)group and high dose BJJP(HBJJP)group,empty plasmid(pcDNA3.1)group,and CKLF-like MARVEL transmembrane domain containing 6(CMTM6)overexpression(pcDNA3.1-CMTM6)group,and the NC+pcDNA3.1 group,MBJJP+pcDNA3.1 group,NC+pcDNA3.1-CMTM6 group and MBJJP+pcDNA3.1-CMTM6 group.The proliferation of hepatoma Hep3B cells was detected by CCK-8.The migration and invasion of hepatoma Hep3B cells were detected by Transwell assay.The expression levels of proliferation-related proteins proliferating cell nuclear antigen(PCNA),epithelial-mesenchymal transition(EMT)related proteins(E-cadherin,N-cadherin and Vimentin),and CMTM6 proteins in hepatoma Hep3B cells were detected by Western blotting experiments.Results Compared with those in BC group,there were no significant differences in the proliferation,migration and invasion abilities of Hep3B cells,or the expression levels of PCNA,EMT related proteins(E-cadherin,N-cadherin and Vimentin)and CMTM6 protein in NC group(P＞0.05).Compared with NC group,LBJJP,MBJJP and HBJJP drug-containing serum inhibited the proliferation,migration and invasion of Hep3B cells,downregulated the protein expression of PCNA;MBJJP and HBJJP upregulated the protein expression of E-cadherin.The protein expressions of N-cadherin,Vimentin and CMTM6 were downregulated,with significant differences(P＜0.05).Compared with pcDNA3.1 group,the protein expression of CMTM6,cell proliferation,migration,invasion,PCNA protein expression,N-cadherin protein expression,and Vimentin protein expression in Hep3B cells in pcDNA3.1-CMTM6 group were significantly upregulated,while the protein expression of E-cadherin was significantly downregulated(P＜0.05).Compared with NC+pcDNA3.1 group,the proliferation,migration and invasion abilities of Hep3B cells in MBJJP+pcDNA3.1 group were decreased,the expression levels of PCNA,Vimentin and N-cadherin protein were decreased,while the expression level of E-cadherin protein was increased.Compared with NC+pcDNA3.1-CMTM6 group,MBJJP+pcDNA3.1-CMTM6 group had the same results in the proliferation,migration and invasion abilities of Hep3B cells and the protein expression levels of PCNA,Vimentin,N-cadherin and E-cadherin.The differences were statistically significant(all P＜0.05).Conclusion BJJP may inhibit the proliferation,migration,invasion and EMT of hepatoma Hep3B cells by regulating the expression of CMTM6.

OBJECTIVE To explore the practicality of the pharmaceutical pathway for prophylactic use of antibiotics during the perioperative period of class Ⅰ neurosurgery incisions. METHODS The previously established pharmaceutical pathway for the prophylactic use of antibiotics in the perioperative period of class Ⅰ neurosurgery incisions was used to retrospectively evaluate the prophylactic use of antibiotics in 127 cases. The “antibiotics prophylactic use scoring system” in the pharmaceutical pathway was used to conduct preoperative scoring， and the patient’s actual antibiotics use was compared and analyzed in combination with existing Guiding Principles for Clinical Application of Antibiotics （2015 Edition） （hereinafter referred to as the Guiding Principles）. The pharmaceutical pathway also innovatively proposes key points for improvement in terms of the frequency of adding antibiotics during surgery and the duration of prophylactic use of antibiotics after surgery. By comparing with the actual medication situation of patients， the direction for updating the Guiding Principles was explored. RESULTS According to the retrospective analysis results， for neurosurgery class Ⅰ incision surgery， in addition to the preoperative prophylactic use of antibacterial drugs for skull mass resection and carotid endarterectomy recommended in the guidelines， endoscopic trigeminal microvascular decompression， arthroscopy and other specific joint examinations， spinal nerve Radical decompression， endoscopic lumbar nucleectomy， dural repair， and spinal canal decompression can also be further explored about the situation of not using antibacterial prophylaxis before surgery； at the same time， for the patients undergoing class Ⅰ neurosurgery incisions， the use of antibiotics during and after surgery may be considered for a second addition of antibiotics， taking into account the surgical time. If cerebrospinal fluid leakage occurred after surgery， it is recommended to extend the duration of prophylactic use of antibiotics appropriately. CONCLUSIONS The application of pharmaceutical pathways can provide more targeted analysis of key points in the prevention of antibiotic use， which promotes the transformation of perioperative antibiotics management for class Ⅰ incisions from “qualitative， empirical” management to “quantitative， scientific” management.