1.Carnosic acid inhibits osteoclast differentiation by inhibiting mitochondrial activity
Haishan LI ; Yuheng WU ; Zixuan LIANG ; Shiyin ZHANG ; Zhen ZHANG ; Bin MAI ; Wei DENG ; Yongxian LI ; Yongchao TANG ; Shuncong ZHANG ; Kai YUAN
Chinese Journal of Tissue Engineering Research 2025;29(2):245-253
BACKGROUND:Carnosic acid,a bioactive compound found in rosemary,has been shown to reduce inflammation and reactive oxygen species(ROS).However,its mechanism of action in osteoclast differentiation remains unclear. OBJECTIVE:To investigate the effects of carnosic acid on osteoclast activation,ROS production,and mitochondrial function. METHODS:Primary bone marrow-derived macrophages from mice were extracted and cultured in vitro.Different concentrations of carnosic acid(0,10,15,20,25 and 30 μmol/L)were tested for their effects on bone marrow-derived macrophage proliferation and toxicity using the cell counting kit-8 cell viability assay to determine a safe concentration.Bone marrow-derived macrophages were cultured in graded concentrations and induced by receptor activator of nuclear factor-κB ligand for osteoclast differentiation for 5-7 days.The effects of carnosic acid on osteoclast differentiation and function were then observed through tartrate-resistant acid phosphatase staining,F-actin staining,H2DCFDA probe and mitochondrial ROS,and Mito-Tracker fluorescence detection.Western blot and RT-PCR assays were subsequently conducted to examine the effects of carnosic acid on the upstream and downstream proteins of the receptor activator of nuclear factor-κB ligand-induced MAPK signaling pathway. RESULTS AND CONCLUSION:Tartrate-resistant acid phosphatase staining and F-actin staining showed that carnosic acid dose-dependently inhibited in vitro osteoclast differentiation and actin ring formation in the cell cytoskeleton,with the highest inhibitory effect observed in the high concentration group(30 μmol/L).Carnosic acid exhibited the most significant inhibitory effect during the early stages(days 1-3)of osteoclast differentiation compared to other intervention periods.Fluorescence imaging using the H2DCFDA probe,mitochondrial ROS,and Mito-Tracker demonstrated that carnosic acid inhibited cellular and mitochondrial ROS production while reducing mitochondrial membrane potential,thereby influencing mitochondrial function.The results of western blot and RT-PCR revealed that carnosic acid could suppress the expression of NFATc1,CTSK,MMP9,and C-fos proteins associated with osteoclast differentiation,and downregulate the expression of NFATc1,Atp6vod2,ACP5,CTSK,and C-fos genes related to osteoclast differentiation.Furthermore,carnosic acid enhanced the expression of antioxidant enzyme proteins and reduced the generation of ROS during the process of osteoclast differentiation.Overall,carnosic acid exerts its inhibitory effects on osteoclast differentiation by inhibiting the phosphorylation modification of the P38/ERK/JNK protein and activating the MAPK signaling pathway in bone marrow-derived macrophages.
2.Evidence-based study on postoperative chemotherapy guidelines/consensuses for ovarian epithelial tumor
Xiandan LUO ; Yanli LU ; Yihang WU ; Yanxiang GUO ; Xiaoyi YAN ; Yongchao HUO ; Hui YAN ; Zhenjiang YANG ; Hongliang ZHANG
China Pharmacy 2025;36(18):2328-2333
OBJECTIVE To systematically evaluate the methodological quality of the postoperative chemotherapy guidelines/ consensuses for ovarian epithelial tumor. METHODS A search was conducted across databases including PubMed, Embase, Web of Science, CBM, VIP, Chinese Medical Journal Data, Wanfang Data, and CNKI, as well as the official websites of GIN, NICE, Medlive, AHRQ, CSCO, ASCO, and NCCN. The search period was from the establishment of the databases/websites to March 10, 2025. The quality of the included guidelines/consensus was evaluated by using the AGREE-Ⅱ tool. RESULTS A total of 16 guidelines/consensuses were included. The domain scores of AGREE-Ⅱ evaluation were as follows: scope and purpose of 85.07%, participants of 47.92%, rigor of development of 57.49%, clarity of presentation of 88.02%, applicability of 8.20%, and independence of 53.39%. Among them, 14 were recommended at grade B and 2 were recommended at grade C. The subgroup analysis by different countries/regions and different types of studies showed that the scores for participants, rigor of development, and independence of the guidelines/consensuses in China were significantly lower than foreign countries (P<0.05); the scores for participants and rigor of development of the guidelines were significantly higher than consensuses (P<0.05). The guideline/ consensus recommendation results indicated that grade B guidelines/consensus recommend platinum-based combination chemotherapy as the preferred adjuvant chemotherapy regimen for stage Ⅰ high-grade serous carcinoma patients;platinum-based combination chemotherapy±bevacizumab was recommended as the preferred adjuvant chemotherapy regimen for stage Ⅱ-Ⅳ high- grade serous carcinoma patients and for platinum-sensitive recurrent high-grade serous carcinoma patients; non-platinum single- agent chemotherapy±bevacizumab was recommended as the preferred chemotherapy regimen for platinum-resistant recurrent high- grade serous carcinoma patients. CONCLUSIONS The overall quality of postoperative chemotherapy guidelines/consensuses for ovarian epithelial tumor is not high. The methodological quality of guidelines/consensuses in China is still lagging behind that of foreign countries. The recommendations differ from those in foreign countries. It is recommended to improve the aspects of participants, rigor of development, and independence, to recommend treatment plans based on the different stages of ovarian cancer, and develop guidelines/consensuses that align with China’s national conditions.
3.Buqi-Tongluo Decoction inhibits osteoclastogenesis and alleviates bone loss in ovariectomized rats by attenuating NFATc1, MAPK, NF-κB signaling.
Yongxian LI ; Jinbo YUAN ; Wei DENG ; Haishan LI ; Yuewei LIN ; Jiamin YANG ; Kai CHEN ; Heng QIU ; Ziyi WANG ; Vincent KUEK ; Dongping WANG ; Zhen ZHANG ; Bin MAI ; Yang SHAO ; Pan KANG ; Qiuli QIN ; Jinglan LI ; Huizhi GUO ; Yanhuai MA ; Danqing GUO ; Guoye MO ; Yijing FANG ; Renxiang TAN ; Chenguang ZHAN ; Teng LIU ; Guoning GU ; Kai YUAN ; Yongchao TANG ; De LIANG ; Liangliang XU ; Jiake XU ; Shuncong ZHANG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(1):90-101
Osteoporosis is a prevalent skeletal condition characterized by reduced bone mass and strength, leading to increased fragility. Buqi-Tongluo (BQTL) decoction, a traditional Chinese medicine (TCM) prescription, has yet to be fully evaluated for its potential in treating bone diseases such as osteoporosis. To investigate the mechanism by which BQTL decoction inhibits osteoclast differentiation in vitro and validate these findings through in vivo experiments. We employed MTS assays to assess the potential proliferative or toxic effects of BQTL on bone marrow macrophages (BMMs) at various concentrations. TRAcP experiments were conducted to examine BQTL's impact on osteoclast differentiation. RT-PCR and Western blot analyses were utilized to evaluate the relative expression levels of osteoclast-specific genes and proteins under BQTL stimulation. Finally, in vivo experiments were performed using an osteoporosis model to further validate the in vitro findings. This study revealed that BQTL suppressed receptor activator of NF-κB ligand (RANKL)-induced osteoclastogenesis and osteoclast resorption activity in vitro in a dose-dependent manner without observable cytotoxicity. The inhibitory effects of BQTL on osteoclast formation and function were attributed to the downregulation of NFATc1 and c-fos activity, primarily through attenuation of the MAPK, NF-κB, and Calcineurin signaling pathways. BQTL's inhibitory capacity was further examined in vivo using an ovariectomized (OVX) rat model, demonstrating a strong protective effect against bone loss. BQTL may serve as an effective therapeutic TCM for the treatment of postmenopausal osteoporosis and the alleviation of bone loss induced by estrogen deficiency and related conditions.
Animals
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NFATC Transcription Factors/genetics*
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Drugs, Chinese Herbal/pharmacology*
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Ovariectomy
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Osteoclasts/metabolism*
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Female
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Osteogenesis/drug effects*
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Rats, Sprague-Dawley
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Rats
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NF-kappa B/genetics*
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Osteoporosis/genetics*
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Signal Transduction/drug effects*
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Bone Resorption/genetics*
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Cell Differentiation/drug effects*
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Humans
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RANK Ligand/metabolism*
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Mitogen-Activated Protein Kinases/genetics*
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Transcription Factors
4.Intestinal blast injuries after different intensity waveshock in rats exposure to extremely cold environment:a comparative study
Yongchao YUE ; Libin ZHANG ; Wenqi ZHOU ; Junren WANG ; Pengfei WU ; Guangyan WU ; Hai MA
Journal of Army Medical University 2025;47(17):2071-2078
Objective To compare the intestinal injury induced by different intensities of waveshock in rats exposed to extremely cold environment and to preliminarily explore the characteristics of the injury.Methods Sixty healthy male SD rats(2 months old,weighing 200~250 g)were randomly divided into 6 groups(n=10):blank control group,low-temperature control group,5.0 MPa shock control group,and low-temperature+4.0,4.5 and 5.0 MPa shock groups.The rats in the experimental groups were pre-treated in a-10℃low-temperature environment for 30 min and then subjected to intestinal injury by using BST-I biological shock tube with different driving pressures.At 3,8,and 24 h after injury,the serum levels of IL-6,TNF-α,intestinal fatty acid binding protein(I-FABP),and diamine oxidase(DAO)were detected,and the survival of rats within 24 h was recorded.At 24 h after injury,the rats were anesthetized and dissected,the characteristics of intestinal injury were observed,and pathological examination was performed.The differences of intestinal injury were compared among the 6 groups to explore the characteristics of intestinal injuries after different intensities of shockwave in rats after exposure to extremely cold environment.Results Compared with the blank control group,the other 5 groups exhibited different severities of intestinal injury,and the rats in the low-temperature+different shock groups were more prone to intestinal edema and trauma.The mortality rate was significantly increased in the low-temperature+5.0 MPa shock group(P<0.05).Pathological and serological studies found that dual effects of very cold environment and blast injury resulted in intestinal mucosal hemorrhage,edema,and disintegration of lamina propria in the experimental rats.The indicators of intestinal mucosal injury and intestinal inflammatory factors were also significantly increased when compared with the blank control group,and significant differences were among the groups with increment of shock intensity(P<0.05).Conclusion Exposure to very cold environment combined with abdominal blast injury increases mortality rate in rats,manifested by elevated serological indicators and intestinal inflammatory factors,as well as varying severities of intestinal wall edema and submucosal bleeding.Furthermore,the severity of the injury is positively related to the impact intensity,with worsened as the impact intensity increasing.
5.Diagnostic value of serum PDCD5 and ADAMTS13 for myocardial injury after percutaneous coronary intervention in patients with coronary heart disease
International Journal of Laboratory Medicine 2025;46(12):1508-1513
Objective To investigate the diagnostic value of serum programmed cell death 5(PDCD5)com-bined with a disintegrin and metalloproteinase with a thrombospondin type 1 motif member 13(ADAMTS13)for myocardial injury after percutaneous coronary intervention(PCI)in patients with coronary heart disease.Methods Totally 150 patients with coronary heart disease in the First Affiliated Hospital of Xi'an Jiaotong University from January 2021 to October 2023 were selected and divided into uninjured group(108 cases)and injured group(42 cases)based on whether myocardial injury occurred after PCI.Fully automated biochemical analyzer was applied to detect levels of creatine kinase(CK),creatine kinase isoenzyme(CK-MB),cardiac tro-ponin I(cTnI),enzyme-linked immunosorbent assay(ELISA)was applied to detect serum levels of PDCD5 and ADAMTS13,and Doppler ultrasound detector was applied to detect left ventricular end diastolic diameter(LVEDD),left ventricular end systolic diameter(LVESD),and left ventricular ejection fraction(LVEF).In addition,SYNergy between percutaneous coronary intervention with TAXus and cardiac surgery(SYNTAX)score was used to evaluate the severity of coronary artery disease.Multivariate Logistic regression was applied to analyze the influencing factors of myocardial injury after PCI.Pearson correlation was used to analyze the correlation between PDCD5,ADAMTS13 levels with myocardial enzyme and cardiac function indicators.Re-ceiver operating characteristic(ROC)curve was applied to analyze the diagnostic value of PDCD5 and AD-AMTS13 in patients with myocardial injury after PCI.Results Compared with the non injury group,the inju-ry group had higher levels of cTnI、CK-MB、LVEDD、LVESD、SYNTAX score and PDCD5(P<0.05),and lower LVEF、ADAMTS13(P<0.05).Multivariate Logistic regression analysis showed that elevated cTnI(OR=1.862)and PDCD5(OR=1.615)were independent risk factors for myocardial injury(P<O.05),while elevated LVEF(OR=0.652)and ADAMTS13(OR=0.426)were independent protective factors for myocardial injury(P<0.05).Correlation analysis shows that level of PDCD5 was positively correlated with cTnI,CK,CK-MB,LVEDD,LVESD and SYNTAX score,and negatively correlated with LVEF,while level of ADAMTS13 was negatively correlated with cTnI,CK,CK-MB,LVEDD,LVESD and SYNTAX score,and positively correlated with LVEF(P<0.05).ROC curve analysis showed the area under the curve(AUC)for diagnosing myocardial injury with PDCD5 and ADAMTS13 was larger than single diagnosis(P<0.05).Con-clusion Patients with myocardial injury have elevated level of PDCD5 and decreased level of ADAMTS13,which are correlated with myocardial enzyme and cardiac function indicators.The combined diagnosis of myo-cardial injury in patients with coronary heart disease after PCI has certain value.
6.Association between serum PAGln,SCFAs levels and ventricular remodeling and prognosis in patients with chronic heart failure
Yongchao ZHANG ; Chunlan LIN ; Kuan LIANG ; Wenbin ZHANG
International Journal of Laboratory Medicine 2025;46(13):1561-1567
Objective To investigate the relationship between serum phenylacetylglutamine(PAGln),short-chain fatty acids(SCFAs)levels and ventricular remodeling and prognosis in patients with chronic heart failure(CHF).Methods A total of 267 CHF patients treated at Jiulongpo District People's Hospital of Chongqing from January 2019 to December 2022 were selected as the CHF group,and 100 healthy individuals underwent physical examination during the same period were selected as the control group.CHF patients were further divided into a poor prognosis group(n=63)and a good prognosis group(n=204)based on 1-year outcomes.Serum levels of PAGln and SCFAs(acetic acid,propionic acid,butyric acid)were measured using liquid chromatography-tandem mass spectrometry.Echocardiography was used to assess ventricular remode-ling indicators including left ventricular mass index(LVMI),interventricular septal thickness in diastole(IVST),left ventricular posterior wall thickness(LVPWT),and left ventricular end-diastolic diameter(LVEDD).Pearson correlation was used to analyze the associations between serum PAGln,SCFAs levels and LVMI,IVST,LVPWT,LVEDD.Multivariate logistic regression was used to identify risk factors for poor prognosis in CHF patients,and receiver operating characteristic(ROC)curves were used to assess the predic-tive value of PAGln and SCFAs levels.Results Serum PAGln levels were significantly higher in the CHF group than in the control group,while acetic acid,propionic acid,and butyric acid levels were significantly low-er(P<0.05).LVMI,IVST,LVPWT,and LVEDD were significantly elevated in the CHF group compared to the control group(P<0.05).Serum PAGln levels were positively correlated with LVMI,IVST,LVPWT,and LVEDD(P<0.05),while SCFAs levels were negatively correlated with these parameters(P<0.05).Univa-riate analysis showed that age,duration of CHF,NYHA functional classification,atrial fibrillation,LVEF,NT-proBNP,PAGln,acetic acid,propionic acid,and butyric acid were associated with poor prognosis(P<0.05).Multivariate analysis identified NYHA class Ⅲ-Ⅳ,atrial fibrillation,elevated NT-proBNP,and elevated PA-Gln as independent risk factors for poor prognosis,while higher LVEF and increased levels of acetic acid,pro-pionic acid,and butyric acid were independent protective factors(P<0.05).ROC curve analysis showed that the area under the curve(AUC)for the combined prediction using PAGln and SCFAs was 0.881,which was greater than that for PAGln(0.800)or SCFAs(0.789)alone(P<0.05).Conclusion Elevated serum PAGln and decreased SCFAs levels are closely associated with ventricular remodeling and poor prognosis in CHF pa-tients.The combination of serum PAGln and SCFAs levels has a high predictive value for poor prognosis in CHF.
7.Value of CT value in differentiating benign and malignant thyroid calcification
Yongchao SHEN ; Jiahao ZHENG ; Lexing ZHANG ; Shuhui LIANG
China Modern Doctor 2024;62(5):47-50
Objective To investigate the value of CT value in differential diagnosis of benign and malignant thyroid calcification.Methods The CT plain scan data of 48 cases of thyroid benign calcification and 26 cases of thyroid malignant calcification confirmed by pathology were analyzed retrospectively,and the CT values of 74 cases of thyroid calcification were measured.The best threshold and the maximum area under the receiver operator characteristic(ROC)curve for differentiating benign and malignant thyroid calcification were determined by plotting ROC curve,and the corresponding specificity,sensitivity,positive predictive value,negative predictive value,false positive rate,false negative rate,accuracy and Jordan index were calculated.Then the optimal threshold value was used as a parameter for differential diagnosis of benign and malignant thyroid calcification,and we adoptted χ2 analyze the statistical difference between benign and malignant thyroid calcification in CT gray value.Results The area under the ROC curve was 0.814,and the 95%confidence interval(CI)was 0.712-0.915.When the CT value was 869.5HU(for the convenience of 870HU),the specificity was 69.2%,the sensitivity was 81.3%,the positive predictive value was 64.3%,the negative predictive value was 82.6%,the false positive rate was 20.8%,and the false negative rate was 30.8%,the accuracy was 75.7%and the maximum of the Youden index was 0.505.When 870HU was taken as the differential diagnosis parameter of thyroid benign and malignant calcification(χ2=16.795,P<0.001).Conclusion When the CT value is 870HU,it has important value in differential diagnosis of benign and malignant thyroid calcification.
8.Application effect of accelerated rehabilitation surgical care in patients with early cancer of digestive tract undergoing endoscopic submucosal dissection under the diagnosis-intervention packet
Haiyan ZHANG ; Lingnan ZHU ; Wenni JIANG ; Yue WU ; Yongchao DUAN ; Songjia CHEN
Chinese Journal of Practical Nursing 2024;40(5):338-343
Objective:To evaluate the effect of accelerated rehabilitation surgery (ERAS) under diagnosis-intervention packet (DIP) in patients with early cancer of digestive tract undergoing endoscopic submucosal dissection (ESD).Methods:The 64 patients with early cancer of digestive tract treated with ESD in the Gastroenterology Department of the Second People′s Hospital of Jiaozuo were selected by randomized controlled trial and convenient sampling method. According to random number table method, they were divided into routine group and observation group, 32 patients in each group. All patients in the 2 groups paid their medical expenses by DIP method, the routine group was treated with traditional perioperative nursing, and the observation group was treated with ERAS perioperative management mode. The postoperative complication rate, length of hospital stay, DIP allocation ratio, and patient satisfaction with nursing were compared between the two groups.Results:There were 16 men and women in the routine group, 14 men and 18 women in the observation group.After intervention, the incidence of postoperative complications was 21.88% (7/32) in the routine group and 3.12% (1/32) in the observation group, and the difference between the two groups was statistically significant ( χ2=5.14, P<0.05). The length of stay was (10.93 ± 2.87) d in the routine group and (9.01 ± 1.53) d in the observation group, and the difference between the two groups was statistically significant ( t=4.13, P<0.05). The average hospitalization expenses per case was (20 108.23 ± 6 495.49) yuan in the routine group and (18 589.03 ± 4 439.46) yuan in the observation group, and the difference between the two groups was statistically significant ( t=20.57, P<0.05). The DIP allocation ratio of the observation group was 87.98% (303 419.26/344 872.99), and that of the routine group was 69.33% (244 864.99/353 187.65), and the difference between the two groups was statistically significant ( χ2=4.81, P<0.05). The satisfaction of the observation group was 96.88% (31/32) and the routine group was 78.13% (25/32), and the difference between the two groups was statistically significant ( χ2=5.14, P<0.05). Conclusions:The accelerated rehabilitation surgical nursing can effectively reduce the postoperative complications, the average length of stay, the average hospitalization expenses per case under DIP in patients with early cancer of digestive tract treated by ESD, improve the DIP allocation ratio of ESD diseases and the patient′s nursing satisfaction, which reflects the value of nursing work and can be applied to the nursing management of other surgical diseases.
9.Comparison of accuracy and postoperative efficacy of robot and navigation technology assisted placement of pedicle screws
Houkun LI ; Liang YAN ; Lequn SHAN ; Yongchao DUAN ; Kai SUN ; Xuefang ZHANG ; Yadong ZHANG ; Dingjun HAO
Chinese Journal of Orthopaedics 2024;44(13):851-857
Objective:To compare the accuracy and efficacy of robot assisted and navigation assisted pedicle screw fixation.Methods:Retrospective analysis of 764 patients with lumbar spine disorders who underwent internal fixation treatment at the Department of Spine Surgery, Honghui Hospital, Xi'an Jiaotong University, from June 2017 to April 2023 were performed. They were divided into the Renaissance group (212 cases), the Tinavi group (301 cases), and the S8 navigation group (251 cases), according to the method of assisted placement of pedicle screws. The operation time, fluoroscopy time, X-ray radiation dose, intra-operative blood loss, accuracy of screw placement, screw revision rate, pain visual analogue scale (VAS), Oswestry disability index (ODI) and postoperative infection rate were compared among the three groups.Results:922 screws were placed in the Renaissance group, 1,260 screws in the Tinavi group, and 1,044 screws in the S8 navigation group. The accuracy of clinically acceptable pedicle screw placement was 92.08% (849/922), 99.68% (1,256/1,260), and 99.43% (1,038/1,044) in the three groups, respectively, with the Renaissance group being smaller than the Tinavi group and the S8 group (χ 2=90.334, P<0.001; χ 2=68.446, P<0.001), and the Tinavi group and the S8 group had no statistically significant difference (χ 2=0.380, P=0.537). The operation time of the three groups was 173.64±62.23 min, 177.11±60.85 min, 176.02±60.93 min, and the intraoperative blood loss was 118.16±58.26 ml, 121.84±55.91 ml, 123.62±59.84 ml, respectively, and the differences between the groups were not statistically significant ( P>0.05). The fluoroscopy time of the three groups was 8.73±2.92 s, 10.67±2.85 s, and 11.31±2.89 s, and the X-ray radiation doses were 18.83±7.41 μSv, 20.40±7.60 μSv, and 22.88±7.47 μSv, respectively, with statistically significant differences between the groups and the two comparisons ( P<0.05). All patients were given follow-up for 3-30 months. Three cases in the postoperative Renaissance group underwent screw revision for nerve root irritation due to screw penetration of the pedicle cortex, and none of the other two groups underwent screw revision. Postoperatively, one case in the Renaissance group and one case in the Tinavi group had superficial infections, which were cured after prolonged antibiotic use. At 3 months postoperatively, the VAS scores for leg pain in the Renaissance group, the Tinavi group, and the S8 navigation group were 3.52±1.14, 3.59±1.12, and 3.39±1.16, and the VAS scores for back pain were 3.54±1.14, 3.57±1.12, and 3.51±1.15, respectively; the ODI scores were 12.48%±4.53%, 12.01%±4.57%, and 12.28%±4.60%, and none of the differences between the groups were statistically significant ( P>0.05). Conclusion:The accuracy of screw placement by the Tinavi robot was comparable to that of the S8 navigation, and both were superior to that of the Renaissance robot; the fluoroscopy time and radiation dose of the Renaissance robot were smaller than those of the Tinavi robot, which was smaller than that of the S8 navigation. The early efficacy of robotics and navigation-assisted pedicle screw internal fixation for lumbar spine disorders is similar.
10.Application of Microsatellite Instability in Endometrial Cancer via A Prediction Model Based on Diffusion Weighted Imaging Deep Learning Features
Yongchao NIU ; Fang ZHOU ; Dandan ZHAO ; Mengyan HOU ; Shujian LI ; Yong ZHANG
Chinese Journal of Medical Imaging 2024;32(9):922-927
Purpose To explore the value of a prediction model based on diffusion weighted imaging(DWI)deep learning features in endometrial cancer microsatellite instability status assessment.Materials and Methods DWI data of 32 microsatellite instability and 55 microsatellite stability endometrial cancer patients were analysed from June 2020 to April 2023 in Xinxiang Central Hospital,retrospectively.Apparent diffusion coefficient(ADC)values of the primary lesions were measured,and deep learning features and imaging histological features of the primary lesions were extracted using multilayer convolutional neural networks and PyRadiomics,respectively.The least absolute shrinkage and selection operator and random forest were used for feature screening and model building,respectively.The area under the receiver operating characteristic curve(AUC)and net reclassification improvement were used to evaluate model performance.Bootstrap based on 1 000 resamples was used for internal validation of the model.Results For the deep learning model,a total of 6 features were included,the 7th,57th,77th,82nd,97th and 108th features,with an AUC of 0.905(95%CI 0.823-0.957);for the radiomics model,a total of 6 features were included,1 neighborhood grey level difference matrix,4 grey level region size matrices and 1 grey level tour length matrix feature,with an AUC was 0.844(95%CI 0.751-0.913);for ADC values,the microsatellite instability group had smaller ADC values than the microsatellite stability group(t=-4.123,P<0.001),with an AUC of 0.810(95%CI 0.712-0.886).Compared with the radiomics model and ADC values,the deep learning model showed improved risk prediction,with net reclassification improvements of 0.856 and 0.486(P<0.01,P=0.024),respectively.In Bootstrap-based internal validation,the deep learning model also demonstrated higher performance than the radiomics model,with AUCs of 0.897(95%CI0.889-0.905)and 0.829(95%CI0.812-0.839),respectively.Conclusion A prediction model based on deep learning features of DWI images can provide a better assessment of microsatellite instability status in endometrial cancer patients than radiomics model and ADC values.

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