1.Application of U-Net network in automatic image segmentation of adenoid and airway of nasopharynx.
Lu WANG ; Zebin LUO ; Jianhui NI ; Yan LI ; Liqing CHEN ; Shuwen GUAN ; Nannan ZHANG ; Xin WANG ; Rong CAI ; Yi GAO ; Qingfeng ZHANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(8):632-641
Objective:To explore the effect of fully automatic image segmentation of adenoid and nasopharyngeal airway by deep learning model based on U-Net network. Methods:From March 2021 to March 2022, 240 children underwent cone beam computed tomography(CBCT) in the Department of Otolaryngology, Head and Neck Surgery, General Hospital of Shenzhen University. 52 of them were selected for manual labeling of nasopharynx airway and adenoid, and then were trained and verified by the deep learning model. After applying the model to the remaining data, compare the differences between conventional two-dimensional indicators and deep learning three-dimensional indicators in 240 datasets. Results:For the 52 cases of modeling and training data sets, there was no significant difference between the prediction results of deep learning and the manual labeling results of doctors(P>0.05). The model evaluation index of nasopharyngeal airway volume: Mean Intersection over Union(MIOU) s (86.32±0.54)%; Dice Similarity Coefficient(DSC): (92.91±0.23)%; Accuracy: (95.92±0.25)%; Precision: (91.93±0.14)%; and the model evaluation index of Adenoid volume: MIOU: (86.28±0.61)%; DSC: (92.88±0.17)%; Accuracy: (95.90±0.29)%; Precision: (92.30±0.23)%. There was a positive correlation between the two-dimensional index A/N and the three-dimensional index AV/(AV+NAV) in 240 children of different age groups(P<0.05), and the correlation coefficient of 9-13 years old was 0.74. Conclusion:The deep learning model based on U-Net network has a good effect on the automatic image segmentation of adenoid and nasopharynx airway, and has high application value. The model has a certain generalization ability.
Child
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Humans
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Adolescent
;
Adenoids/diagnostic imaging*
;
Image Processing, Computer-Assisted/methods*
;
Pharynx
;
Cone-Beam Computed Tomography
;
Nose
2.Modification of m6 A in human embryonic lung fibroblasts induced by neodymium oxide exposure and its mechanism
Zhao ZHAO ; Jingjing ZHENG ; Mingxuan YANG ; Suhua WANG ; Xuemin SHI ; Shuwen GAO ; Yuhang ZHAO
Journal of Environmental and Occupational Medicine 2023;40(9):1014-1023
Background Occupational and environmental particulate matter may cause fibrosis, accompanied by RNA m6A modification changes. Neodymium oxide (Nd2O3) can cause mouse lung fibrosis, which contains a large number of fibroblasts. Objective To investigate m6A modification of tumor necrosis factor receptor-associated protein 6/nuclear factor-κB (TRAF6/NF-κB) signaling pathway in fibrosis of human embryonic lung fibroblasts induced by Nd2O3, and identify the key m6A modification sites of TRAF6. Methods Designed concentrations of Nd2O3 (0, 1.563, 3.125, 6.25, 12.5, 25, 50, 100, and 200 mg∙L−1) were infected with HELF cells for 24 and 48 h, and cell viability was detected to determine exposure time and dose. Measurements included indicators of fibrosis [hydroxyproline (HYP) and transforming growth factor-β1 (TGF-β1)], m6A methylation level, methyltransferases (METTL3 and METTL14), demethylases (FTO and ALKBH5), reading proteins (YTHDC2 and YTHDF2), fibrosis-associated genes (collagen-І, vimentin, and α-SMA), and proteins related to signaling pathway (TRAF6, NFKB1, P65, and P-P65). The enrichment of m6A in TRAF6 mRNA was measured by methylated RNA immunoprecipitation-quantitative real-time PCR (MeRIP-qPCR). Results The results of cell viability indicated that 6.25, 12.5, 25 mg∙L−1 Nd2O3 and 48 h exposure time were used for subsequent experiments. After 48 h exposure, compared with the control group, the HYP level in the 25 mg∙L−1 Nd2O3 group was increased, and the levels of TGF-β1 in the 6.25, 12.5, and 25 mg∙L−1 Nd2O3 groups were increased (P<0.05); the overall m6A methylation levels of HELF cells in the 12.5 and 25 mg∙L−1 Nd2O3 groups were increased (P<0.05). At mRNA level, compared with the control group, the mRNA expression levels of methyltransferases METTL3 and METTL14 (6.25, 12.5, and 25 mg∙L−1 Nd2O3) were increased (P<0.05); the mRNA expression level of reading protein YTHDF2 (6.25, 12.5, and 25 mg∙L−1 Nd2O3) was increased (P<0.05), while the mRNA expression level of YTHDC2 (25 mg∙L−1 Nd2O3) was decreased (P<0.05); the mRNA expression levels of demethylases FTO (12.5 and 25 mg∙L−1 Nd2O3) and ALKBH5 (25 mg∙L−1 Nd2O3) were decreased (P<0.05); the mRNA expression levels of fibrosis-related genes vimentin, α-SMA, and collagen-Ⅰ (6.25, 12.5, and 25 mg∙L−1 Nd2O3) were increased (P<0.05); the mRNA expression levels of pathway-related genes TRAF6 (25 mg∙L−1 Nd2O3) and NFKB1 (12.5 and 25 mg∙L−1 Nd2O3) were increased (P<0.05). At protein level, compared with the control group, the expression levels of methyltransferases METTL3 (25 mg∙L−1 Nd2O3) and METTL14 (12.5 and 25 mg∙L−1 Nd2O3) were increased (P<0.05); the expression level of reading protein YTHDF2 (12.5 and 25 mg∙L−1 Nd2O3) was increased, while the expression level of YTHDC2 (25 mg∙L−1 Nd2O3) was decreased (P<0.05); the expression level of demethylase FTO (25 mg∙L−1 Nd2O3) was decreased (P<0.05); the expression level of fibrosis-associated protein vimentin was increased at 25 mg∙L−1 Nd2O3, and the expression levels of α-SMA and collagen-Ⅰ were increased at 12.5 and 25 mg∙L−1 Nd2O3 (P<0.05); the expression levels of TRAF6 and P-P65 were increased at 25 mg∙L−1 Nd2O3 (P<0.05). The MeRIP-qPCR results showed that compared with the control group, the concentrations of m6A in all Nd2O3 groups were significantly increased (P<0.05). Conclusions Upon exposure of HELF cells to Nd2O3, the alterations in fibrosis-related indexes increase the expression of some m6A methylases and decrease the expression of demethylases, thereby increasing the m6A methylase level, and may promote the progression of fibrosis by activating the TRAF6/NF-κB signaling pathway.
3.A Real-World Clinical Study of Osteoking Combined with Intra-Articular Injection of Sodium Hyaluronate in Treatment of Knee Osteoarthritis
Rui QUAN ; Jun ZHOU ; Yan JIA ; Yan YAN ; Shuai GAO ; Zhi LIANG ; Ruihan LI ; Shuwen LI ; Yanqiong ZHANG ; Xisheng WENG ; Na LIN ; Baohong MI ; Weiheng CHEN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(24):72-79
ObjectiveTo investigate the improvement of the efficacy of Osteoking in patients with knee osteoarthritis in the onset and remission stage and to systematically explore its potential intervention mechanism, so as to provide a certain reference for improving the clinical application value of Osteoking and guiding its clinical rational drug use. MethodThrough the real-world study of the treatment of knee osteoarthritis with Osteoking, the data was obtained and entered into the "Osteoking for the treatment of knee osteoarthritis case registration system", and 105 patients with episodic and remission knee osteoarthritis from the outpatient or inpatient orthopedic department of 20 medical institutions, including the Third Affiliated Hospital of Beijing University of Chinese Medicine, Peking Union Medical College Hospital, Wangjing Hospital of the Chinese Academy of Chinese Medical Sciences and Hunan Aerospace Hospital, from May 1, 2020 to December 31, 2021, were selected in the system. It included 60 patients treated with Osteoking and joint injection, and 45 patients treated with joint injection alone. The WOMAC osteoarthritis index score, visual analogue (VAS) pain score, individual types of pain symptoms (cold pain, hot pain, tingling, dull pain, soreness) and other TCM symptoms were observed and compared between the two groups, and statistically analyzed. In order to further elucidate the potential molecular mechanism of Osteoking combined with joint injection in the treatment of knee osteoarthritis in the treatment of onset and remission, this study used the "Bone Injury Cross Database (
4.Clinical Study of Osteoking Combined with Non-Steroidal Anti-inflammatory Drugs in Treatment of Knee Osteoarthritis
Zhi LIANG ; Jun ZHOU ; Rui QUAN ; Shuai GAO ; Ruihan LI ; Shuwen LI ; Baohong MI ; Yanqiong ZHANG ; Na LIN ; Weiheng CHEN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(24):80-86
ObjectiveTo explore the clinical efficacy of Osteoking combined with non-steroidal anti-inflammatory drugs in the treatment of knee osteoarthritis based on real-world data and provide a basis for clinical medication. MethodFrom May 2020 to December 2021, the data of a total of 1 002 patients with knee osteoarthritis who did not undergo knee joint replacement surgery was collected through the registration method. 952 patients were ultimately included, including 133 cases orally taking Osteoking combined with non-steroidal anti-inflammatory drugs as the observation group and 73 cases orally taking non-steroidal anti-inflammatory drugs alone as the control group. Statistical analysis was conducted on the baseline data, VAS scores, WOMAC scores, and other items. The visit point is the 4th and 8th weeks after registration. In order to further elucidate the clinical efficacy of Osteoking combined with non-steroidal anti-inflammatory drugs in the treatment of knee osteoarthritis, the effective components of Osteoking and the relevant gene sets of non-steroidal anti-inflammatory drugs and knee osteoarthritis were obtained through network pharmacology methods and retrieval in bone injury cross database, TCMSP, and other databases. Venn analysis was performed on the relevant gene sets, and a PPI network diagram was constructed. Then key core targets were screened out, and enrichment GO and KEGG enrichment analyses were conducted. ResultThe VAS score of the observation group decreases by an average of (-2.79±1.206) scores in the 4th week, which is better than the control group [(-2.73±1.575) scores, P<0.05]. The VAS score of the observation group decreases by an average of (-3.97±1.308) scores in the 8th week, which is better than the control group [(-3.89±1.822) scores, P<0.05]. The total WOMAC score of the observation group decreases by an average of (-52.07±21.677) scores points in the 8th week, which is significantly better than the control group [(-46.75±25.368) scores, P<0.05]. The observation group has an average decrease of (-10.99±4.229) scores in WOMAC (pain) score in the 8th week, which is better than the control group [(-10.03±5.535) scores, P<0.05]. The observation group has an average decrease of (-1.49±2.901) in WOMAC (stiffness) score in the 4th week, which is better than the control group [(-0.92±1.998) scores, P<0.05], and the observation group has an average decrease of (-1.90±3.200) scores in WOMAC (stiffness) score in the 8th week, which is better than the control group [(-1.26±2.230) scores, P<0.05]. The observation group shows an average decrease of (-39.17±16.562) scores in WOMAC (joint function) score in the 8th week, which is significantly better than the control group [(-35.47±20.098) scores, P<0.05]. According to network pharmacology analysis, the core network target of Osteoking in treating knee osteoarthritis is manifested as regulating signal pathways such as signal transduction transcription activator 3(STAT3), vascular endothelial growth factor A(VEGFA), tumor necrosis factor (TNF) to regulate cell signaling, angiogenesis, chondrocyte proliferation and migration, and inflammatory cells, thereby inhibiting inflammatory reactions, reducing damage, and delaying the development of the disease. ConclusionAfter a 4-week and 8-week course of treatment for knee osteoarthritis with Osteoking combined with non-steroidal anti-inflammatory drugs, there is a significant therapeutic effect on relieving pain and joint stiffness and improving joint function. In network pharmacology, Osteoking is involved in regulating inflammatory factors, metabolic response-related biological processes, the proliferation and apoptosis of chondrocytes, etc. in the treatment of knee osteoarthritis, resulting in anti-inflammatory and analgesic effects and improving joint mobility and joint stiffness. Therefore, it is worthy of clinical promotion and application.
5.Change Profiles and Functional Targets of MicroRNAs in Type 2 Diabetes Mellitus Patients with Obesity
Guanhua LU ; Huanhuan GAO ; Zhiyong DONG ; Shuwen JIANG ; Ruixiang HU ; Cunchuan WANG
Diabetes & Metabolism Journal 2023;47(4):559-570
Background:
MicroRNAs (miRNAs) exert an essential contribution to obesity and type 2 diabetes mellitus (T2DM). This study aimed to investigate the differences of miRNAs in the presence and absence of T2DM in patients with obesity, as well as before and after bariatric surgery in T2DM patients with obesity. Characterization of the common changes in both was further analyzed.
Methods:
We enrolled 15 patients with obesity but without T2DM and 15 patients with both obesity and T2DM. Their preoperative clinical data and serum samples were collected, as well as 1 month after bariatric surgery. The serum samples were analyzed by miRNA sequencing, and the miRNAs profiles and target genes characteristics were compared.
Results:
Patients with T2DM had 16 up-regulated and 32 down-regulated miRNAs compared to patients without T2DM. Improvement in metabolic metrics after bariatric surgery of T2DM patients with obesity was correlated with changes in miRNAs, as evidenced by the upregulation of 20 miRNAs and the downregulation of 30 miRNAs. Analysis of the two miRNAs profiles identified seven intersecting miRNAs that showed opposite changes. The target genes of these seven miRNAs were substantially enriched in terms or pathways associated with T2DM.
Conclusion
We determined the expression profiles of miRNAs in the obese population, with and without diabetes, before and after bariatric surgery. The miRNAs that intersected in the two comparisons were discovered. Both the miRNAs discovered and their target genes were closely associated with T2DM, demonstrating that they might be potential targets for the regulation of T2DM.
6.Prognosis of patients planned and unplanned admission to the intensive care unit after surgery: a comparative study.
Wei LI ; Shuwen LI ; Feng SHEN ; Liang LI ; Daixiu GAO ; Bo LIU ; Lulu XIE ; Xian LIU ; Difen WANG ; Chunya WU
Chinese Critical Care Medicine 2023;35(7):746-751
OBJECTIVE:
To compare and analyze the effect of unplanned versus planned admission to the intensive care unit (ICU) on the prognosis of high-risk patients after surgery, so as to provide a clinical evidence for clinical medical staff to evaluate whether the postoperative patients should be transferred to ICU or not after surgery.
METHODS:
The clinical data of patients who were transferred to ICU after surgery admitted to the Affiliated Hospital of Guizhou Medical University from January to December in 2021 were retrospectively analyzed, including gender, age, body mass index, past history (whether combined with hypertension, diabetes, pulmonary disease, cardiac disease, renal failure, liver failure, hematologic disorders, tumor, etc.), acute physiology and chronic health evaluation II (APACHE II), elective surgery, pre-operative hospital consultation, length of surgery, worst value of laboratory parameters within 24 hours of ICU admission, need for invasive mechanical ventilation (IMV), duration of IMV, length of ICU stay, total length of hospital stay, ICU mortality, in-hospital mortality, and survival status at 30th day postoperative. The unplanned patients were further divided into the immediate transfer group and delayed transfer group according to the timing of their ICU entrance after surgery, and the prognosis was compared between the two groups. Cox regression analysis was used to find the independent risk factors of 30-day mortality in patients transferred to ICU after surgery.
RESULTS:
Finally, 377 patients were included in the post-operative admission to the ICU, including 232 in the planned transfer group and 145 in the unplanned transfer group (42 immediate transfers and 103 delayed transfers). Compared to the planned transfer group, patients in the unplanned transfer group had higher peripheral blood white blood cell count (WBC) at the time of transfer to the ICU [×109/L: 10.86 (7.09, 16.68) vs. 10.11 (6.56, 13.27)], longer total length of hospital stay [days: 23.00 (14.00, 34.00) vs. 19.00 (12.00, 29.00)], and 30-day post-operative mortality was higher [29.66% (43/145) vs. 17.24% (40/232)], but haemoglobin (Hb), arterial partial pressure of carbon dioxide (PaCO2), oxygenation index (PaO2/FiO2), and IMV requirement rate were lower [Hb (g/L): 95.00 (78.00, 113.50) vs. 98.00 (85.00, 123.00), PaCO2 (mmHg, 1 mmHg ≈ 0.133 kPa): 36.00 (29.00, 41.50) vs. 39.00 (33.00, 43.00), PaO2/FiO2 (mmHg): 197.00 (137.50, 283.50) vs. 238.00 (178.00, 350.25), IMV requirement rate: 82.76% (120/145) vs. 93.97% (218/232)], all differences were statistically significant (all P < 0.05). Kaplan-Meier survival curve showed that the 30-day cumulative survival rate after surgery was significantly lower in the unplanned transfer group than in the planned transfer group (Log-Rank test: χ2 = 7.659, P = 0.006). Univariate Cox regression analysis showed that unplanned transfer, APACHE II score, whether deeded IMV at transfer, total length of hospital stay, WBC, blood K+, and blood lactic acid (Lac) were associated with 30-day mortality after operation (all P < 0.05). Multifactorial Cox analysis showed that unplanned transfer [hazard ratio (HR) = 2.45, 95% confidence interval (95%CI) was 1.54-3.89, P < 0.001], APACHE II score (HR = 1.03, 95%CI was 1.00-1.07, P = 0.031), the total length of hospital stay (HR = 0.86, 95%CI was 0.83-0.89, P < 0.001), the need for IMV on admission (HR = 4.31, 95%CI was 1.27-14.63, P = 0.019), highest Lac value within 24 hours of transfer to the ICU (HR = 1.17, 95%CI was 1.10-1.24, P < 0.001), and tumor history (HR = 3.12, 95%CI was 1.36-7.13, P = 0.007) were independent risk factors for patient death at 30 days post-operative, and the risk of death was 2.45 times higher in patients unplanned transferred than in those planned transferred. Subgroup analysis showed that patients in the delayed transfer group had significantly longer IMV times than those in the immediate transfer group [hours: 43.00 (11.00, 121.00) vs. 17.50 (2.75, 73.00), P < 0.05].
CONCLUSIONS
The 30-day mortality, WBC and total length of hospital stay were higher in patients who were transferred to ICU after surgery, and PaO2/FiO2 was lower. Unplanned transfer, oncology history, use of IMV, APACHE II score, total length of hospital stay, and Lac were independent risk factors for patient death at 30 days postoperatively, and patients with delayed transfer to ICU had longer IMV time.
Humans
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Retrospective Studies
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Respiration, Artificial
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Hospitalization
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Prognosis
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Intensive Care Units
7.Tenghuang Jiangu Tablets Combined with Non-steroidal Anti-inflammatory Drugs for Osteoarthritis of Knee: A Real-world Study
Shuwen LI ; Ruihan LI ; Yan JIA ; Ruizheng ZHU ; Xiangyu LI ; Zhihong FU ; Zhi LIANG ; Shuai GAO ; Yan YAN ; Xisheng WENG ; Na LIN ; Weiheng CHEN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(15):110-118
ObjectiveTo investigate the clinical efficacy of Tenghuang Jiangu tablets (THJGT) combined with oral non-steroidal anti-inflammatory drugs (NSAIDs) in the treatment of osteoarthritis of the knee and its applicable stage based on real-world data, and provide a basis for the rational clinical use of THJGT. MethodA total of 218 cases treated with THJGT combined with oral NSAIDs included in the "THJGT for knee osteoarthritis case registry" from September 2019 to January 2021 were selected as the observation group, and 126 cases treated with oral NSAIDs alone as the control group (CG). The data of gender, age, body mass index, Kellgren-Lawrence grading scale (K-L scale) score, visual analogue score (VAS score), Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) score, swelling grade, joint fear of cold score, back pain and weakness score, and occurrence of adverse events/reactions of the patients in both groups were used for the evaluation of efficacy with full analysis set. The propensity score matching method was used to exclude the influence of confounding factors between groups, and the sub-data sets were established, with which the repeated measures analysis of variance (ANOVA) was carried out to evaluate the efficacy. Visit points were at registration, 4 weeks and 8 weeks after registration. The data were statistically analyzed in Excel 2019 and SPSS 23.0. ResultThe proportion of females in the observation group was 66.06% (144/218), which was higher than that (58.73%, 74/126) in the control group (χ2=1.846). The average age in the observation group was (61.12±7.01) years, which was higher than that [(59.38±5.99) years] in the control group (W=19 918.50, P<0.05). The remission rate in the observation group was 98.17% (214/218). In the observation group, the proportions of the patients at K-L grades Ⅱ and Ⅲ were 64.22% (144/218) and 25.23% (55/218), respectively. The effect analysis of the whole data set for enrollment and treatment for 8 weeks showed that the VAS score of the experimental group decreased by (3.27±1.24) points on average, which was better than that of the control group [(2.75±1.20), W=34 179.00, P<0.05]. The average WOMAC score decreased (23.43±11.46) points, which was better than that of the control group [(16.71±8.86), W=32 387.00, P<0.05]. The average swelling grade decreased (0.63±0.64), which was better than the control group [(0.33±0.59), W=33 847.50, P<0.05]. The average score of joint chills decreased (1.90±1.84), points, which was better than that of control group [(1.40±1.28), W=35 165.00, P<0.05]. The average lumbar acid fatigue score decreased by (2.02±1.64) points, which was better than that of the control group [(1.10±1.28), W=32 986.50, P<0.05]. Efficacy analysis of subdata sets for enrollment, 4 weeks of medication and 8 weeks of medication showed that VAS scores of both groups showed a downward trend after treatment, and the improvement of experimental group was more significant than that of control group at 4 weeks, with statistical significance (P<0.05). After treatment, the total WOMAC score of both groups showed a downward trend, and the improvement of experimental groups was more significant at 4 weeks and 8 weeks (P<0.05). After treatment, swelling, cold fear grade and lumbar acid fatigue score of both groups showed a decreasing trend,, and the improvement of experimental group was more significant at 8 weeks (P<0.05). The therapeutic effect analysis of patients in the attack stage and remission stage of the experimental group showed that the total WOMAC score of the two groups showed a downward trend after treatment, and the trend was basically the same, and there was no statistical difference between the two groups at enrollment, 4 weeks after treatment, and 8 weeks after treatment (t=1.675, t=2.068, t=2.364). The total WOMAC score of the patients in remission stage in the experimental group with K-L grading between grade 0 and grade Ⅲ had statistical significance at 4 weeks after treatment compared with the time of entry (P<0.05, P<0.01). Group of adverse event rate was 4.13% (9/218), lower than the control group 10.32% (13/126) (χ2= 5.109, P<0.05). ConclusionThe population receiving THJGT combined with oral NSAIDs is mostly female, old, in remission, and with K-L grades Ⅱ and Ⅲ. THJGT can enhance the anti-inflammatory and analgesic effects of oral NSAIDs and keep the drug effect in improving joint function and alleviating fear of cold, swelling, and back pain and weakness. The drug combination can be applied to patients in both attack and remission, and the clinical application should take patient's disease stage and degree of osteoarthritis into account. Furthermore, the combination has the potential to reduce the incidence of adverse events caused by NSAIDs.
8.Real-world Study of Medication Characteristics and Clinical Efficacy of Tenghuang Jiangu Tablets in Treatment of Knee Osteoarthritis in Remission Stage
Zhihong FU ; Shuwen LI ; Ruihan LI ; Yan JIA ; Ruizheng ZHU ; Xiangyu LI ; Zhi LIANG ; Shuai GAO ; Zhuoyun WU ; Lin CHEN ; Weiheng CHEN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(6):120-127
ObjectiveTo explore the medication characteristics and clinical efficacy of the Tenghuang Jiangu tablets in the treatment of knee osteoarthritis (KOA) in the remission stage in the real world,providing references for rational clinical use of this prescription. MethodBased on the "registration system of KOA treated with Tenghuang Jiangu tablets",2 439 KOA cases in the remission stage were analyzed by SPSS 25.0,IBM SPSS Modeler18.0,and Apriori algorithm. To be specific,the age,body mass index (BMI),and course of treatment were described in the form of x̄±s. The information on gender,K-L grade,daily dose,and frequency of drug use was described by frequency analysis. The number of cases,course of treatment,daily dose,and drug use frequency of the single-use group and the combined-use group were described by frequency analysis,and the combination of drugs was described by frequency analysis and Apriori algorithm. Mann-Whitney U test was employed to compare the scores of Visual Analogue Scale (VAS),Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC),pain,stiffness,and joint function between the single-use group and the combined-use group. ResultThe results of clinical treatment showed that 2 439 patients with KOA in the remission stage were treated with Tenghuang Jiangu tablets,with 1 432 (58.71%) in the single-use group and 1 007 (41.29%) in the combined-use group. The average daily dose of Tenghuang Jiangu tablets was (3.90±1.44) g,and the majority of the patients were at grade Ⅱ (54.47%). The daily average daily dose of Tenghuang Jiangu tablets in the single-use group was (3.64±1.35) g,which was lower than that in the combined-use group [(4.26±1.48) g,P<0.05]. In the combined use,the top three western medicines were glucosamine (270 times,14.68%),sodium hyaluronate (126 times,6.85%),and imrecoxib (116 times,6.31%),and the top three Chinese medicines were Huoxuezhitong capsules/tablets/ointments (31 times,1.69%),Biqi capsules (25 times,1.36%),and Maizhiling (23 times,1.25%). As for the overall clinical efficacy,the VAS score was (5.13±0.93) score before treatment and (2.22±1.18) score after treatment (P<0.05),with an overall average decrease of (2.91±1.14) score, and the average decrease in the single-use group was (2.76±1.43) score, which was lower than that in the combined-use group [(3.12±1.36) score,(P<0.01)]. The WOMAC score was (31.05±11.84) score before treatment and (13.55±9.91) score after treatment (P<0.05). The overall average decrease was (17.50±11.79) score, and the average decrease in the single-use group and combined-use group was (16.39±11.14) score and (19.08±12.50) score,respectively (P<0.01). The patients with KOA>grade Ⅱ accounted for 91.34%(1 308/1 432) and 93.55%(942/1 007) in the single-use group and combined-use group,respectively (χ2=80.026,P<0.05). A total of 43.37%(621/1 432) of the patients in the single-use group had other complications,lower than that in the combined-use group [54.92%(553/1 432),(χ2=20.087,P<0.01)]. ConclusionMore than half of the patients with KOA in the remission stage are treated with Tenghuang Jiangu tablets alone,and the combination therapy is mainly applied in patients with severe conditions or other complications. In relieving knee joint pain and improving joint stiffness and joint function,both the Tenghuang Jiangu tablets alone and the combination therapy are effective.
9.Discussion on the mechanism of Jiangtang Xiaoke Granules for diabetes mellitus based on network pharmacology and molecular docking
Wenhua ZHANG ; Weiyu JIA ; Mingxue ZHOU ; Shuwen ZHANG ; Churan WANG ; Yijia JIANG ; Yanbing GONG ; Sihua GAO
International Journal of Traditional Chinese Medicine 2023;45(10):1293-1299
Objective:To predict the possible targets and signaling pathways of Jiangtang Xiaoke Granules in the treatment of diabetes mellitus (DM) using computer network pharmacology and molecular docking technology.Methods:The active components and targets of Jiangtang Xiaoke Granules were collected by ETCM; the targets of DM were searched from the databases of DisGeNET and GeneCards, and the intersections of the two were taken to draw a Venny diagram; String database was used for gene transformation and network interaction analysis; the network diagram was constructed with Cytoscape3.6.0; the predicted results were supported by molecular docking technology; GO and KEGG analysis was performed through Metascape database.Results:A total of 128 active components of Jiangtang Xiaoke Granules were screened, with 607 corresponding targets, 1 240 DM related targets, and 53 core targets. Molecular docking showed that the active components had good binding energy with the core targets. GO analysis yielded 46 functional items and KEGG analysis yielded 15 pathways.Conclusion:Jiangtang Xiaoke Granules regulate glucose homeostasis by participating in a variety of biological processes through multiple components, and multiple targets, including affecting lipids and atherosclerosis, Alzheimer disease, AMPK signaling pathway, Apelin signaling pathway, and glucagon signaling pathway.
10.Long term maintenance of cytochrome P450 activity in a cell sheet-based three-dimensional human hepatic model.
Shuwen GUAN ; Botao GAO ; Jiangwei XIAO
Journal of Biomedical Engineering 2022;39(4):776-783
Primary human hepatocytes (PHH) are the gold standard of in vitro human liver model for drug screening. However, a problem of culturing PHH in vitro is the rapid decline of cytochrome P450 (CYP450) activity, which plays an important role in drug metabolism. In this study, thermo-responsive culture dishes were used to explore the conditions for murine embryonic 3T3-J2 fibroblasts to form cell sheet. Based on the cell sheet engineering technology, a three-dimensional (3D) "sandwich" co-culture system of 3T3-J2 cell sheet/PHH/collagen gel was constructed. The tissue structure and protein expression of the model section were observed by hematoxylin eosin staining and immunofluorescence staining respectively. Phenacetin and bupropion were used as substrates to determine the activity of CYP450. The contents of albumin and urea in the system were determined by enzyme linked immunosorbent assay (ELISA). The results showed that the complete 3T3-J2 cell sheet could be obtained when the cell seeding density was 1.5×106 /dish (35 mm dish) and the incubation time at low temperature was 60 min. Through cell sheet stacking, a 3D in vitro liver model was developed. Compared with the two-dimensional (2D) model, in the 3D model, the cell-cell and cell-matrix connections were tighter, the activities of cytochrome P450 CYP1A2 and cytochrome P450 CYP2B6 were significantly increased, and the secretion levels of albumin and urea were increased. These indexes could be maintained stably for 21 d. Therefore, cell sheet stacking is helpful to improve the level of liver function of 3D liver model. This model is expected to be used to predict the metabolism of low-clearance drugs in preclinical, which is of great significance for drug evaluation and other studies.
Albumins/metabolism*
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Animals
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Cytochrome P-450 Enzyme System/metabolism*
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Hepatocytes/metabolism*
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Humans
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Liver
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Mice
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Urea/metabolism*

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