1.Effect of Dingzhixiaowan on Hippocampal Formation in Depression Model Rats
Xingyu YAN ; Ruihua CHAI ; Dehong SHAN
Chinese Journal of Information on Traditional Chinese Medicine 2006;0(04):-
Objective To study the anti-depression mechanism of Dingzhixiaowan concerning on histology of hippocampal formation.Methods 40 female rats were divided into control,depression model group(model group),distilled water group(DW group) and Dingzhixiaowan group(Chinese herb group).Behavior points were measured by open field method.Serum concentrations of cortisol and estradiol(E2) were checked with ELISA.HE staining and electron microscopy were applied to observe the histology of neurons in hippocampal formation.Immunohistochemistry method was employed to detect Nestin expression.Results Compared with the control,behavior points,serum E2 level and Nestin expression decreased obviously and serum cortisol level increased markedly,CA3 neurons were seriously damaged in model and DW groups.While behavior points,serum E2 level did not change,Nestin expression increased obviously and serum cortisol level decreased markedly,CA3 neurons were basically normal in Chinese herb groups.Conclusion Dingzhixiaowan can protect hippocampal formation,which might be one of the anti-depression mechnisms.
2.Study on artificial intelligence-based algorithm for acetabular cup in total hip arthroplasty
Dong WU ; Wei CHAI ; Xingyu LIU ; Yicheng AN ; Yiling ZHANG ; Jiying CHEN ; Peifu TANG
Chinese Journal of Orthopaedics 2021;41(3):176-185
Objective:To develop a set of algorithms that could predict the precise size of acetabular cup preoperatively by the deep learning neural network technology.Methods:Retrospective analysis was performed on 30 patients with femoral head necrosis from April 2019 to April 2020, including 15 males and 15 females. At the age of (54.8±10.5) years (range 33-72 years). Thirteen hips on the left and seventeen hips on the right, who underwent primary unilateral THA. Based on the manually segmented hip joint CT database, a deep learning convolutional neural network was trained to realize automatic segmentation. A customized algorithm was created to fit the surface of the acetabulum. By the application of another deep learning convolutional neural network, the identification of anatomical points of the pelvis and correction of the pelvic position were realized. So that the placement of the acetabulum cup could be done. DOC (dice overlap coefficients) as well as the average error parameter were adopted to evaluate the accuracy of the above steps. The novel algorithm and Orthoview software were retrospectively used to template the acetabular cup separately. The results of both groups were compared with the actual size and the coincidence rate was calculated to evaluate the accuracy of the novel algorithm. To verify this algorithm, the conformance rate was calculated respectively.Results:Compared with other classical segmentation networks, the G-NET network can segment the pelvic with femoral head necrosis more accurately (DOC 92.51%± 6.70%). It also has better robustness. The average error of the point recognition network is 0.87 pixels. Among the 30 patients, the AI-based algorithm group had a complete coincidence rate of 96.7% and the Orthoview group had a complete coincidence rate of 73.3%. The difference was statistically significant ( χ2=6.405, P=0.011). Conclusion:The artificial intelligence-based algorithm can segment the CT image series and identify the feature points of the patient's hip accurately. Compared with the conventional 2D preoperative planning method, the AI-based algorithm is relatively more accurate. This artificial intelligence-based 3D preoperative software has promising prospect to makeaccurate surgical plan efficiently.
3.Effects of two different tranexamic acid administration methods on perioperative blood loss in total hip arthroplasty: study protocol for a prospective, open-label,randomized, controlled clinical trial
Zhenyang HOU ; Yiling SUN ; Tao PANG ; Dong LV ; Biao ZHU ; Zhen LI ; Xingyu CHAI ; Zhengwen XU ; Changzheng SU
Chinese Journal of Tissue Engineering Research 2017;21(15):2314-2319
BACKGROUND: Reducing perioperative blood loss in total hip arthroplasty is a hot topic for joint surgeons. Both intravenous infusion and intra-articular injection of tranexamic acid significantly reduce perioperative blood loss, blood transfusion volume, and need for blood transfusion in patients undergoing total hip arthroplasty. However, differences between the intravenous and intra-articular methods are not clear.OBJECTIVE: To evaluate the effects of these two tranexamic acid administration methods on perioperative blood loss in patients undergoing total hip arthroplasty.METHODS: We are conducting a prospective, single-center, open-label, randomized, controlled clinical trial at the Tengzhou Central People's Hospital, China. Ninety patients undergoing unilateral total hip arthroplasty have been randomized into three groups. In the intravenous infusion group (n=30), 15 mg/kg tranexamic acid diluted in 100 mL physiological saline was infused intravenously at the beginning of surgery and 20 mL of physiological saline was injected intra-articularly after deep fascia suturing. In the intra-articular injection group (n=30), 100 mL of physiological saline was infused intravenously at the beginning of surgery and a mixture of 1.5 g tranexamic acid and 20 mL physiological saline was injected intra-articularly after deep fascia suturing. In the control group (n=30), 100 mL of physiological saline was infused intravenously at the beginning of surgery and 20 mL of physiological saline was injected intra-articularly after deep fascia suturing. The primary outcome is hidden blood loss at 1 and 3 days postoperatively. The secondary outcomes are visible blood loss, need for blood transfusion, and mean blood transfusion volume intraoperatively and on days 1 and 3 postoperatively. Other outcomes are the incidence of adverse reactions and complications within 3 months of surgery. The study protocol has been approved by the Ethics Committee of Tengzhou Central People's Hospital of China, approval number 2015-026. All protocols will be performed in accordance with the Ethical Principles for Medical Research Involving Human Subjects in the Declaration of Helsinki. Written informed consent was provided by each patient and their family members after they indicated that they fully understood the treatment plan.DISCUSSION: This trial was designed in April 2015. Cases were collected in July 2015. Data analysis will be finished in December 2017. This study is designed to investigate the effects of intravenous infusion versus intra-articular injection of tranexamic acid on perioperative blood loss in patients undergoing total hip arthroplasty to determine the more effective mode of administration.
4.Effects of intravenous versus topical application of tranexamic acid on blood loss following total knee arthroplasty
Xingyu CHAI ; Changzheng SU ; Tao PANG ; Dong LV ; Biao ZHU ; Zhenyang HOU ; Zhen LI ; Zhengwen XU ; Tingbao ZHAO
Chinese Journal of Tissue Engineering Research 2015;(35):5604-5609
BACKGROUND:Increasing reports have focused on the application of tranexamic acid to reduce bleeding during total knee arthroplasty, but its usage method remains controversial.
OBJECTIVE:To explore the impact of topical articular application of tranexamic acid and intravenous application of tranexamic acid on blood loss during primary unilateral total knee arthroplasty.
METHODS:According to randomized control ed principle, 90 patients who received unilateral total knee arthroplasty in the Tengzhou Central People’s Hospital from October 2013 to December 2014 were enrol ed in this study, and randomly assigned to intravenous injection group and topical injection group (n=45). Patients in the intravenous injection group were given tranexamic acid by intravenous injection (10 mg/kg, maximum 1.2 g) during the induction of anaesthesia. Patients in the topical injection group were given intraarticularly tranexamic acid (2 g dissolved in 50 mL physiological saline) before articular capsule suture and after prosthesis fixation. Drainage amount after replacement, hemoglobin and hematocrit on the next day after replacement, and the number of blood transfusion population were compared between the two groups. Simultaneously, clinical symptoms of pulmonary embolism and deep vein thrombosis in the lower limb were observed. If necessary, lower extremity vascular Doppler ultrasound was conducted.
RESULTS AND CONCLUSION:No significant differences in drainage amount after replacement, hemoglobin and hematocrit on the next day after replacement, the number of blood transfusion population, and the proportion of blood transfusion were detected between the two groups (P>0.05). No deep vein thrombosis was found in the lower limbs at 14 days after replacement in both groups. These findings confirm that compared with intravenous systemic application, periarticular topical application of tranexamic acid during total knee replacement could obtain identical effects on reducing blood loss and blood transfusion after surgery, and could avoid relevant complications of intravenous application of tranexamic acid.
5.The development and primary application of a deep learning convolutional neural network in the field of revision total hip arthroplasty CT segmentation
Dong WU ; Xiangpeng KONG ; Minzhi YANG ; Xingyu LIU ; Yiling ZHANG ; Wei CHAI
Chinese Journal of Orthopaedics 2023;43(1):62-71
Objective:To develop a preoperative CT image segmentation algorithm based on artificial intelligence deep learning technology for total hip arthroplasty (THA) revision surgery, and to verify and preliminarily apply it.Methods:A total of 706 revision cases with clear CT data from April 2019 to October 2022 in Chinese PLA General Hospital were retrospectively analyzed, including 520 males, aged 58.45±18.13 years, and 186 females, aged 52.23±16.23 years. All of them were unilateral, and there were 402 hips on the left and 304 hips on the right. The transformer_unet convolutional neural network was constructed and trained using Tensorflow 1.15 to achieve intelligent segmentation of the revision THA CT images. Based on the developed three-dimensional planning system of total hip arthroplasty, an intelligent planning system for revision hip arthroplasty was preliminarily constructed. Dice overlap coefficient (DOC), average surface distance (ASD) and Hausdorff distance (HD) parameters were used to evaluate the segmentation accuracy of transformer_unet, full convolution network (FCN), 2D U-shaped Net and Deeplab v3 +, and segmentation time was used to evaluate the segmentation efficiency of these networks.Results:Compared with the FCN, 2D U-Net, and Deeplab v3+ learning curves, the transformer_unet network could achieve better training effect with less training amount.The DOC of transformer_unet was 95%±4%, the HD was 3.35±1.03 mm, and the ASD was 1.38±0.02 mm; FCN was 94%±4%, 4.83±1.90 mm, 1.42±0.03 mm; 2D U-Net was 93%±5%, 5.27±2.20 mm, and 1.46±0.02 mm, respectively. Deeplab v3+ was 92%±4%, 6.12±1.84 mm, 1.52±0.03 mm, respectively. The transformer_unet coefficients were better than those of the other three convolutional neural networks, and the differences were statistically significant (all P<0.05). The segmentation time of transformer_unet was 0.031±0.001 s, FCN was 0.038±0.002 s, 2D U-Net was 0.042±0.001 s, Deeplab v3+ was 0.048±0.002 s. The segmentation time of transformer_unet was less than that of the other three convolutional neural networks, and the difference was statistically significant ( P<0.05). Based on the results of previous studies, an artificial intelligence assisted preoperative planning system for THA revision surgery was initially constructed. Conclusion:Compared with FCN, 2D U-Net and Deeplab v3+, the transformer_unet convolutional neural network can complete the segmentation of the revision THA CT image more accurately and efficiently, which is expected to provide technical support for preoperative planning and surgical robots.
6.Effects of exosomal miR-1306-5p in sepsis on inflammation,apoptosis,and oxidative stress in intestinal mucosal epithelial cells
Tingting SONG ; Ruifeng CHAI ; Ying LI ; Xingyu SHI ; Jian LI
International Journal of Laboratory Medicine 2024;45(20):2449-2455
Objective To investigate the regulatory effects of plasma-derived exosomal microRNA-1306-5p(miR-1306-5p)on inflammation,apoptosis and oxidative stress in intestinal mucosal epithelial cells in sepsis,and to explore the potential mechanisms.Methods Sepsis plasma-derived exosomes and healthy plasma exo-somes were separated and divided into healthy plasma exosomes group and sepsis plasma-derived exosomes group.The exosomes were observed by electron microscopy,the physical parameters of the two groups of exo-somes were analyzed,and the expression of miR-1306-5p in the exosomes was detected.Intestinal mucosal epi-thelial cells were divided into control group,negative control group of miR-1306-5p mimic(mimic-NC group),miR-1306-5p mimic group(mimic group),mimic combined with overexpression of PLK1 empty vector group(mimic-PLK1-EV group),and mimic combined with overexpression of Polo-like kinase 1(PLK1)group(mimic+PLK1-OE group).Real-time fluorescent quantitative PCR was used to detect the mRNA expressions of miR-1306-5p and PLK1 in each group,and protein imprinting was used to detect the expressions of miR-1306-5p target genes PLK1,caspase 3,B lymphoblastoma-2(Bcl-2)and Bcl2-associated X protein(Bax).Dual luciferase reporter gene assay was used to detect the binding effect of miR-1306-5p and PLK1,and flow cytom-etry was used to detect apoptosis.The expressions of tumor necrosis factor-α(TNF-α),interleukin(IL)-1β,IL-6 and IL-8 in the supernatant of cultured cells were detected by enzyme-linked immunosorbent assay.The expressions of reactive oxygen species(ROS),malondialdehyde(MDA),glutathione(GSH)and superoxide dismutase(SOD)were detected by kit method.Results The plasma derived exosomes of sepsis and healthy plasma were ellipsoid in shape,and there was no significant difference in physical parameters(P>0.05).Compared with the healthy plasma exosomes group,the expression of miR-1306-5p was up-regulated in the plasma derived exosomes of sepsis group(P<0.05).PLK1 was identified as the target gene of miR-1306-5p by double luciferase reporter method.Compared with mimic-NC group,the expressions of miR-1306-5p,TNF-α,IL-6,IL-8,IL-1β,caspase3,Bax,ROS and MDA were up-regulated,the apoptosis rate was increased,and the expressions of PKL1,Bcl-2,GSH and SOD were down-regulated in mimic group(all P<0.05).Compared with mimic+PLK1-EV group,the expressions of TNF-α,IL-6,IL-8,IL-1β,caspase3,Bax,ROS,and MDA were significantly down-regulated,the apoptosis rate was decreased,and the expressions of PKL1,Bcl-2,GSH and SOD were up-regulated in mimic+PLK1-OE group(all P<0.05).Conclusion Plasma derived exosome miR-1306-5p in sepsis promotes inflammation,apoptosis and oxidative stress damage of intestinal mucosal epi-thelial cells by targeting PKL1 inhibition.
7.Effect and related mechanism of acetate in alleviating acute kidney injury in septic rats through G-protein coupled receptor 43
Xingyu SHI ; Jiayu XING ; Yi WANG ; Jian LI ; Ruifeng CHAI ; Xiangyou YU
Chinese Critical Care Medicine 2024;36(11):1147-1152
Objective:To explore the protective effect and mechanism of acetate on sepsis-induced acute kidney injury (AKI) in rats.Methods:Male Sprague-Dawley (SD) rats were divided into sham operation group (Sham group), sepsis group caused by cecal ligation and puncture (CLP group), and acetate pretreatment group [NaA group, gavage sodium acetate (NaA) 300 mg/kg twice a day for 7 consecutive days before CLP] using a random number table method, with 7 rats in each group. The blood was taken from the main abdominal artery 24 hours after modeling, and renal tissue was collected from the rats. Enzyme linked immunosorbent assay (ELISA) was used to detect the serum levels of interleukin-6 (IL-6), tumor necrosis factor-α(TNF-α), and kidney injury molecule-1 (KIM-1). The concentration of serum acetate was determined by high performance liquid chromatography. The level of malondialdehyde (MDA) in renal tissue was detected by thiobarbituric acid method. Myeloperoxidase (MPO) in renal tissue was detected by colorimetric method. Hematoxylin-eosin (HE) staining was used to observe histopathological changes and assess renal tubule injury score. Western blotting was used to detect the protein expressions of G-protein coupled receptor 43 (GPR43) and adenosine monophosphate-activated protein kinase/silence infor-mation regulator 1/peroxlsome proliferator-activated receptor-γ coactlvator-1α (AMPK/SIRT1/PGC-1α) pathway. The positive expressions of GPR43, phosphorylation-AMPK (p-AMPK), SIRT1, PGC-1α were detected by immunohistochemistry.Results:Compared with Sham group, the serum levels of IL-6, TNF-α and KIM-1 were significantly increased in CLP group, the contents of MDA and MPO in renal tissue were increased, and the content of acetate was significantly decreased. HE staining results showed that most of the tubular epithelial cells were denaturated with local necrosis, a large number of brush border injuries and shedding, tubular structure destruction and fragmentation, and more inflammatory cells infiltrated the renal interstitium, the renal tubular injury score significantly increased. The expressions of GPR43, p-AMPK/AMPK, SIRT1, and PGC-1α in renal tissue were significantly reduced, indicating renal injury and increased levels of oxidative stress and inflammation in septic rats. Compared with the CLP group, the serum levels of IL-6, TNF-α and KIM-1 in the NaA group were decreased [IL-6 (ng/L): 126.20±6.23 vs. 161.00±17.37, TNF-α (ng/L): 85.59±7.70 vs. 123.50±17.78, KIM-1 (μg/L): 2.92±0.38 vs. 4.73±0.36, all P < 0.05]. The contents of MDA and MPO in renal tissue were significantly decreased [MDA (μmol/g): 6.56±0.18 vs. 8.53±0.34, MPO (U/g): 2.99±0.20 vs. 3.72±0.29, both P < 0.05]. HE staining showed that kidney injury had been alleviated, with a decrease in renal tubular injury score [1 (1, 2) vs. 3 (2, 3), P < 0.05]. Western blotting showed that the expressions of GPR43 and AMPK/SIRT1/PGC-1α pathway related proteins were significantly increased in renal tissue (GPR43/β-actin: 0.62±0.09 vs. 0.41±0.09, p-AMPK/AMPK: 0.58±0.07 vs. 0.44±0.06, SIRT1/β-actin: 0.85±0.06 vs. 0.73±0.03, PGC-1α/β-actin: 0.79±0.07 vs. 0.62±0.05, all P < 0.05). Immunohistochemistry showed that the positive expressions of GPR43, p-AMPK, SIRT1 and PGC-1α were significantly increased in renal tissue [GPR43 positive area: (33.66±2.62)% vs. (16.21±1.66)%, p-AMPK positive area: (16.64±2.11)% vs. (5.04±1.28)%, SIRT1 positive area: (14.61±2.86)% vs. (7.34±1.00)%, PGC-1α positive area: (15.30±2.39)% vs. (4.84±1.67)%, all P < 0.05], the serum acetate concentration significantly increased (μg/L: 32?479±14?683 vs. 12?935±3?197, P < 0.05). Conclusion:Acetate can ameliorate sepsis-induced AKI, the mechanism may be related to the activation of AMPK/SIRT1/PGC-1α pathway by GPR43.
8.A comparative study between parameters measurement method based on convolutional neural network and manual measurement method after total hip arthroplasty
Xin ZHI ; Xingyu LIU ; Ping SONG ; Yiling ZHANG ; Wei CHAI
Chinese Journal of Orthopaedics 2024;44(20):1358-1363
Objective:To investigate the differences between convolutional neural network (CNN) measurements and manual measurements of prosthetic angles and leg length discrepancies after total hip arthroplasty (THA).Methods:Data were collected from 100 patients who underwent unilateral THA at the Department of Orthopaedics, Fourth Medical Center of PLA General Hospital, between January and March 2024. Fifty patients received a ceramic-lined hip prosthesis, and 50 received a polyethylene-lined hip prosthesis. The cohort included 58 males and 42 females, with an average age of 51.6±12.71 years. The left hip was affected in 45 cases, and the right hip in 55 cases. The Attention UNet network was used to segment the prostheses and identify key points, from which the acetabular prosthesis abduction angle, anteversion angle, and leg length discrepancy were calculated. The CNN measurements of anteversion angle, abduction angle, and leg length discrepancy were compared with manual measurements. The consistency between the two methods was evaluated using the Bland-Altman method.Results:CNN measurements of the abduction angle, anteversion angle, and leg length discrepancy for the 100 prostheses were 40.55°±4.76°, 21.5°(19.0°, 27.0°), and 3.6(1.7, 6.8) mm, respectively, while manual measurements were 40.58°±4.93°, 21.0° (17.6°, 23.2°), and 3.0 (2.0, 7.0) mm, respectively. There was a statistically significant difference in anteversion angle between the two methods ( Z=-2.189, P=0.029), but no significant differences in abduction angle or leg length discrepancy ( P>0.05). For the 50 cases with polyethylene-lined prostheses, CNN-measured abduction and anteversion angles were 40.31°±4.70° and 20.0°(18.0°, 22.0°), respectively, while manual measurements were 40.49°±4.92° and 20.0°(17.0°, 21.5°); there were no statistically significant differences ( P>0.05). For the 50 ceramic-lined prostheses, CNN-measured abduction and anteversion angles were 40.79°±4.86° and 26.5°(20.8°, 33.0°), respectively, while manual measurements were 40.68°±4.98° and 20.0°(18.0°, 22.0°), with a significant difference in anteversion angle ( Z=-3.426, P=0.001) but not in abduction angle ( t=0.994, P=0.325). Bland-Altman analysis showed a difference of 0.031°±1.091° for the abduction angle of the 100 prostheses between the two methods, 0.178°±1.296° for the polyethylene-lined prostheses, and -0.116°±0.825° for the ceramic-lined prostheses. For the anteversion angle, the difference was -3.280°±6.920° for the 100 prostheses, -0.002°±1.471° for the polyethylene-lined prostheses, and -6.560°±8.523° for the ceramic-lined prostheses. The difference in leg length discrepancy was -0.101±0.947 mm. Conclusion:CNN measurements of acetabular prosthesis abduction angle, polyethylene-lined prosthesis anteversion angle, and leg length discrepancy after THA showed no significant differences from manual measurements. However, CNN and manual measurements of ceramic-lined prosthesis anteversion angle differed. Bland-Altman analysis indicates that the two methods have good consistency when measuring the abduction angle, the lower limb discrepancy, and the anteversion angle of the polyethylene liner prosthesis.