1.Establishment and analysis of osteoarthritis diagnosis model based on artificial neural networks
Yidong FAN ; Gang QIN ; Guowei SU ; Shifu XIAO ; Junliang LIU ; Weicai LI ; Guangtao WU
Chinese Journal of Tissue Engineering Research 2024;28(16):2550-2554
BACKGROUND:Rapid developments in the field of bioinformatics have provided new methods for the diagnosis of osteoarthritis.Artificial neural networks have powerful data computing and classification capabilities,which have shown better performance in disease diagnosis. OBJECTIVE:To establish a new diagnostic predictive model of osteoarthritis based on artificial neural network and to verify the diagnostic value of the model in osteoarthritis with an external dataset. METHODS:The eligible osteoarthritis-related data sets were downloaded through GEO database search and divided into Train group and Test group.The gene expression matrix of the Train group was analyzed to screen the differentially expressed genes.GO and KEGG enrichment analyses were performed on the differentially expressed genes.Through Lasso regression model,support vector machine model and random forest tree model,the key genes of osteoarthritis were further identified from the differentially expressed genes.The R software"Neuralnet"package was then used to construct the osteoarthritis diagnosis model based on artificial neural network,and the model performance was evaluated by the five-fold cross-validation.Two independent data sets in the Test group were used to verify their diagnostic results. RESULTS AND CONCLUSION:A total of 90 differentially expressed genes related to osteoarthritis were obtained by differential analysis,of which 33 were down-regulated and 57 were up-regulated.GO enrichment analysis showed that the differentially expressed genes were mainly involved in the following biological processes,including leukocyte-mediated immunity,leukocyte migration in bone marrow and chemokine production.KEGG enrichment analysis showed that these genes were mainly enriched in rheumatoid arthritis,interleukin-17 signaling pathway and osteoclast differentiation pathway.Five key genes for the diagnosis of osteoarthritis,HMGB2,GADD45A,SLC19A2,TPPP3 and FOLR2,were identified by three machine learning methods.The artificial neural network model of five key genes in the Train group showed that the accuracy was 96.36%and the area under the curve was 0.997.The five-fold cross validation of the neural network model showed that the average area under the curve was greater than 0.9 and the model was of robustness.Two independent data sets in the Test group showed its area under the curve was 0.814 and 0.788 respectively.Therefore,the establishment of an artificial neural network model for the diagnosis of osteoarthritis has a certain diagnostic value.
2.SBC (Sanhuang Xiexin Tang combined with Baihu Tang plus Cangzhu) alleviates NAFLD by enhancing mitochondrial biogenesis and ameliorating inflammation in obese patients and mice.
Zhitao REN ; Gemin XIAO ; Yixin CHEN ; Linli WANG ; Xiaoxin XIANG ; Yi YANG ; Siying WEN ; Zhiyong XIE ; Wenhui LUO ; Guowei LI ; Wenhua ZHENG ; Xiaoxian QIAN ; Rihan HAI ; Liansheng YANG ; Yanhua ZHU ; Mengyin CAI ; Yinong YE ; Guojun SHI ; Yanming CHEN
Chinese Journal of Natural Medicines (English Ed.) 2023;21(11):830-841
In the context of non-alcoholic fatty liver disease (NAFLD), characterized by dysregulated lipid metabolism in hepatocytes, the quest for safe and effective therapeutics targeting lipid metabolism has gained paramount importance. Sanhuang Xiexin Tang (SXT) and Baihu Tang (BHT) have emerged as prominent candidates for treating metabolic disorders. SXT combined with BHT plus Cangzhu (SBC) has been used clinically for Weihuochisheng obese patients. This retrospective analysis focused on assessing the anti-obesity effects of SBC in Weihuochisheng obese patients. We observed significant reductions in body weight and hepatic lipid content among obese patients following SBC treatment. To gain further insights, we investigated the effects and underlying mechanisms of SBC in HFD-fed mice. The results demonstrated that SBC treatment mitigated body weight gain and hepatic lipid accumulation in HFD-fed mice. Pharmacological network analysis suggested that SBC may affect lipid metabolism, mitochondria, inflammation, and apoptosis-a hypothesis supported by the hepatic transcriptomic analysis in HFD-fed mice treated with SBC. Notably, SBC treatment was associated with enhanced hepatic mitochondrial biogenesis and the inhibition of the c-Jun N-terminal kinase (JNK)/nuclear factor-kappa B (NF-κB) and extracellular signal-regulated kinase (ERK)/NF-κB pathways. In conclusion, SBC treatment alleviates NAFLD in both obese patients and mouse models by improving lipid metabolism, potentially through enhancing mitochondrial biogenesis. These effects, in turn, ameliorate inflammation in hepatocytes.
Humans
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Mice
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Animals
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Non-alcoholic Fatty Liver Disease/metabolism*
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NF-kappa B/metabolism*
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Organelle Biogenesis
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Retrospective Studies
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Mice, Inbred C57BL
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Obesity/metabolism*
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Liver
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Inflammation/metabolism*
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Body Weight
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Lipid Metabolism
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Lipids
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Diet, High-Fat/adverse effects*
3.Research progress on analgesic effect and adverse drug reactions of opioid receptor agonist-antagonists
Zequan CHEN ; Guowei XIAO ; Jian AO ; Weiwei JIANG
China Pharmacy 2023;34(18):2299-2304
Opioid receptor agonist-antagonists are a class of drugs which have both agonistic and antagonistic effects on opioid receptors. These drugs already on the market mainly include pentazocine, butorphanol, nalbuphine, buprenorphine, dezocine and so on. Compared with pure opioid receptor agonists such as morphine and fentanyl, these drugs have strong analgesic effects, less addictive, and less side effects such as cough, itching and respiratory depression. Due to the different tendentious effects of opioid receptor agonists-antagonists among different endogenous opioid receptors (μ, κ, δ, etc.), different receptors of subtypes can exhibit different or even opposite effects in terms of affecting emotions and drug dependence. Therefore, the rational use of these drugs can effectively reduce the occurrence of adverse reactions and drug abuse caused by opioid drugs. With the deepening of research on various endogenous opioid receptor subtypes and related drugs in the academic community, opioid receptor agonists- antagonists have broad application space and prospects in improving adverse reactions to opioid drugs and enhancing patient drug compliance.
4.Efficacy and safety study of Chinese botulinum toxin A 100U in patients with overactive bladder: a prospective, multicenter, double-blind and randomized controlled trial
Limin LIAO ; Huiling CONG ; Zhihui XU ; Enhui LI ; Zhiliang WENG ; Haihong JIANG ; Ben LIU ; Xiao HUANG ; Shujie XIA ; Wei WEN ; Juan WU ; Guowei SHI ; Yang WANG ; Peijun LI ; Yang YU ; Zujun FANG ; Jie ZHENG ; Ye TIAN ; Haodong SHANG ; Hanzhong LI ; Zhongming HUANG ; Liqun ZHOU ; Yunxiang XIAO ; Yaoguang ZHANG ; Jianlong WANG ; Xiaodong ZHANG ; Peng ZHANG ; Dongwen WANG ; Xuhui ZHANG ; Keji XIE ; Bin WANG ; Lulin MA ; Xiaojun TIAN ; Lijun CHEN ; Jinkai DONG
Chinese Journal of Urology 2021;42(6):414-422
Objective:To assess the efficacy and safety of 100 units of botulinum toxin A (BTX-A) intradetrusor injection in patients with overactive bladder.Methods:From April 2016 to December 2018, 17 tertiary hospitals were selected to participate in this prospective, multicenter, randomized, double-blind, placebo-controlled study. Two phases of study were conducted: the primary phase and the extended phase. This study enrolled patients aged 18 to 75 years who had been inadequately managed by anticholinergic therapy (insufficient efficacy or intolerable side effects) and had spontaneous voiding with overactive bladder. Exclusion criteria included patients with severe cardiac, renal and hepatic disorders, patients with previous botulinum toxin treatment for 6 months or allergic to BTX-A, patients with urinary tract infections, patients with urinary stones, urinary tract tumors, diabetes mellitus, and bleeding tendency. Eligible patients were randomly assigned to BTX-A group and placebo control group in a ratio of 2∶1. Two groups of patients received 20 intradetrusor injections of BTX-A 100U or placebo at the depth of the submucosal muscle layer respectively under cystoscope, including 5 injections at the base of the bladder, 3 injections to the bladder triangle, 5 injections each to the left and right walls and 2 injections to the top, sparing the bladder neck. As a placebo control group, patients received same volume of placebo containing no BTX-A and only adjuvant freeze-dried preparations for injection with the same method. A combination of gelatin, sucrose, and dextran served as adjuvants. Average micturition times per 24 hours, urinary incontinence (UI) episodes per day, average micturition volume per day, OAB symptom score(OABSS), and quality of life (QOL) score were recorded at baseline and the 2nd, 6th and 12th week after treatment. The primary efficacy endpoint was the change from baseline in the average micturition times per 24 hours at the 6th week after treatment. The secondary efficacy endpoints included the change from baseline in the average micturition times per 24 hours at 2nd and 12th week, as well as the change from baseline in the OABSS, QOL score, average frequency of urgency and UI episodes per day, urgency score, average micturition volume per day at 2nd, 6th and 12th week after treatment. Patients were followed for 12 weeks to assess adverse events (AEs). After assessed at week 12, if the micturition times has decreased less than 50% compared to baseline and the patient is willing to receive retreatment, then patients could enter the extended trial phase. In that phase, patients in both groups were injected with 100 units BTX-A from 12th week onwards and then followed up the same indicators for 12 weeks.Results:216 patients were enrolled in this trial (144 cases in the BTX-A group and 72 cases in the placebo control group). Baseline characteristics such as age (47.75±14.20 in the BTX-A group and 46.39±15.55 in the control group), sex (25 male/117 female in the BTX-A group and 10/61 in the control group), and disease duration (0.51 years in the BTX-A group and 0.60 years in the control group) were balanced between the two groups( P>0.05). A marked reduction from baseline in average micturition times per 24 hours was observed in all treatment groups at the 6th week and the reduction of the two groups was statistically different ( P<0.001 and P=0.008 respectively). Compared with the baseline, the average micturition times per 24 hours at the 6th week decreased from baseline by 2.40(0.70, 4.60)times for the BTX-A group and 0.70(-1.00, 3.30) times for the placebo control group respectively, and the difference between the two groups was considered to be statistically significant ( P=0.003). The change rates of average micturition times per 24 hours from baseline at the 6th week of the two groups were (16±22)% and (8±25)% respectively, and the difference between the two groups was statistically significant ( P=0.014). Compared with the baseline, the average micturition times per 24 hours at 2nd and 12th week decreased by 2.00(0.00, 4.00)and 3.30(0.60, 5.03)for the BTX-A group, 1.00(-1.00, 3.00)and 1.70(-1.45, 3.85)for the placebo control group respectively. The difference between two groups was considered to be statistically significant ( P=0.038 and P=0.012); the changes of average urgency times per day for the BTX-A group and the control group at the 2nd, 6th and 12th week were 2.00(0.00, 4.30)and 2.40(0.30, 5.00), 3.00(0.30, 5.70)and 0.70(-1.30, 2.70), 0.70(-1.30, 3.00) and 1.35(-1.15, 3.50), respectively. There were significant differences between two groups at the 2nd, 6th and 12th week, ( P=0.010, P=0.003 and P=0.025, respectively). The OABSS of the BTX-A group and the control group at the 6th week decreased by 1.00(0.00, 4.00)and 0.50(-1.00, 2.00) compared with the baseline, and the difference between the two groups was statistically significant ( P=0.003). 47 cases of BTX-A group and 34 cases of placebo control group entered the extended trial phase, and 40 and 28 cases completed the extended trial phase, respectively. The average micturition volume per 24 hours changed by -16.60(-41.60, -0.60)ml and -6.40(-22.40, 13.30)ml, (-35.67±54.41)ml and(-1.76±48.69)ml, (-36.14±41.51)ml and (-9.28±44.59)ml, (-35.85±43.35)ml and(-10.41±40.29)ml for two groups at the 12th, 14th, 18th and 24th week, and the difference between two groups was statistically significant at each follow-up time ( P=0.01, 0.006, 0.012 and 0.016, respectively). There was no significant difference in other parameters( P>0.05). However, adverse reactions after intradetrusor injection included increased residual urine volume (27 in the BTX-A group and 3 in the control group), dysuria (21 in the BTX-A group and 6 in the control group), urinary infection (19 in the BTX-A group and 6 in the control group), bladder neck obstruction (3 in the BTX-A group and 0 in the control group), hematuria (3 in the BTX-A group and 1 in the control group), elevated alanine aminotransferase (3 in the BTX-A group and 0 in the control group), etc. During the follow-up period, there was no significant difference in the other adverse events between two groups except the increase of residual urine volume( P<0.05). In the primary trial phase, among the 27 cases with increased residual urine volume in BTA group, only 1 case (3.70%) with PVR more than 300 ml; the PVR of 3 patients in the placebo group was less than 100 ml. The increase of residual urine volume caused by the injection could be improved or disappeared with the passage of time. Conclusions:Intradetrusor injection of Chinese BTX-A improved the average micturition times per 24 hours, the average daily urgent micturition times, OABSS, and average micturition volume per time, and reduced the adverse effects in patients with overactive bladder.Chinese BTX-A at dose of 100U demonstrated durable efficacy and safety in the management of overactive bladder.
5.The risk factors for recurrence of peripheral solid small-nodule lung cancer (diameter≤ 2 cm) and the impact of different surgery types on survival: A propensity-score matching study
Jian ZHOU ; Congjia XIAO ; Qiang PU ; Jiandong MEI ; Lin MA ; Feng LIN ; Chengwu LIU ; Chenglin GUO ; Hu LIAO ; Yunke ZHU ; Quan ZHENG ; Lei CHEN ; Guowei CHE ; Yun WANG ; Yidan LIN ; Yingli KOU ; Yong YUAN ; Yang HU ; Zhu WU ; Lunxu LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2021;28(11):1283-1291
Objective To identify the risk factors for postoperative recurrence of peripheral solid small-nodule lung cancer (PSSNLC) (T≤2 cm), and to explore the effects of surgery types on prognosis. Methods We extracted data from Western China Lung Cancer Database (WCLCD), a prospectively maintained database at the Department of Thoracic Surgery, West China Hospital, Sichuan University, and Surveillance, Epidemiology, and End Results (SEER) database for peripheral solid small-nodule lung cancer patients (T≤2 cm N0M0, stageⅠ) who underwent surgery between 2005 and 2016. We used univariable and multivariable logistic regression to analyze risk factors for recurrence of PSSNLC. We applied propensity-score matching to compare the long-term results of segmentectomy and lobectomy, as well as the survival of patients from WCLCD and SEER. We finally included 4 800 patients with PSSNLC (T≤2 cm N0M0)(WCLCD: SEER=354∶4 446). We matched 103 segmentectomies and 350 lobectomies in T≤1 cm, and 280 segmentectomies and 1 067 lobectomies in 1 cm
6. Exploration of the ethical review criteria and management of COVID-19 Emergency Research
Haihong ZHANG ; Jie LI ; Yu XIAO ; Guowei LIANG ; Liyan ZHAO ; Nannan ZHANG
Chinese Journal of Medical Science Research Management 2020;33(0):E001-E001
Objective:
Conduct comprehensive analysis of the regulatory requirement of ethical review regarding to the response of public health emergency, illustrate particular ethical review and ethical administration strategies for COVID-19 Emergency Research.
Methods:
Theoretical discussion, case study and interpretation of international guidelines were adopted to explore challenges and possible best practices for ethical review of such research.
Results:
The ethical review of COVID-19 emergency research should comply with regulatory requirement in general, combined with contextual background.
Conclusions
The ethical review approval criteria of COVID-19 emergency research should take into full consideration of its urgency to make sure efficient and high quality initial review, meanwhile, more attention should be paid on continuing ethical review and ethical consultation during the whole life-circle of COVID-19 Emergency Research.
7.Safety and effectiveness of video-assisted thoracoscopic surgery pneumonectomy for bronchiectasis
LIAO Hu ; XIAO Zhilan ; GUO Chenglin ; WU Zhu ; CHE Guowei ; KOU Yingli ; PU Qiang ; MA Lin ; LIU Chengwu ; LIU Lunxu
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2019;26(6):574-577
Objective To explore the safety and effectiveness of video-assisted thoracoscopic surgery (VATS) pneumonectomy for bronchiectasis. Methods The clinical data of 164 patients undergoing VATS pneumonectomy or open thoracotomy for bronchiectasis in our hospital from March 2002 to July 2012 were retrospectively analyzed. Patients were divided into two groups according to different surgical methods: a thoracotomy group (122 patients, 63 males, 59 females) and a thoracoscopic surgery group (42 patients, 15 males, 27 females). Surgical and follow-up indicators were compared between the two groups. Results There was no difference between the two groups in the blood loss, operation time, perioperative mortality or complication. However patients undergoing VATS had shorter length of postoperative stay than those undergoing thoracotomy (6.9±2.6 d vs. 8.1±3.1 d, P=0.030). In the thoracoscopic surgery group, 3 patients were lost to follow-up and in the thoracotomy group, 5 patients were lost to follow-up. In a median follow-up of 51 months (ranging from 2 to 116 months), 36 patients (92.3%) fully recovered with no sputum or haemoptysis and 3 (7.7%) partially recovered with a reduced sputum or haemoptysis in the thoracoscopic surgery group; 105 (89.7%) fully recovered with no sputum or haemoptysis, 10 (8.5%) partially recovered with a reduced sputum or haemoptysis while 2 (1.7%) without any improvement in the thoracotomy group with no statistical difference (P=0.700). Conclusion VATS pneumonectomy for bronchiectasis is equivalent to thoracotomy in terms of safety and effectiveness, and can be used as an alternative surgical procedure for the treatment of bronchiectasis.
8.Surgical treatment for atheromatous pseudo-occlusion of the internal carotid artery:a single center experience
Dong YAN ; Xiao TANG ; Weiguo FU ; Zhenyu SHI ; Lixin WANG ; Changpo LIN ; Hanfei TANG ; Guowei LIU ; Daqiao GUO
Fudan University Journal of Medical Sciences 2017;44(4):461-466,475
Objective To investigate the efficacy and safety of surgical treatment for internal carotid artery atheromatous pseudo-occlusion (APO).Methods Clinical data of patients with carotid artery stenosis treated by carotid endarterectomy from Dec.,2011 to Jun.,2016 in Zhongshan Hospital Affiliated to Fudan University were analyzed retrospectively.Carotid endarterectomy were performed in 32 patients with pseudo-occlusion of the internal carotid artery (APO group).And 124 patients with traditional severe stenosis (70%-99%) served as control group.Perioperative major and minor complications,recurrence rate of ipsilateral ischemic stroke,restenosisrate and mortality in follow-up were compared between the two groups.Results Perioperative major complications:one patient (3.1 %) developed myocardial infarction in the APO group,no ischemic stroke,cerebral hemorrhage and death cases;2 (1.4%) ischemic stroke cases,6 (4.2%) myocardial infarction cases and 1 (0.7%)death case was found in control group.Perioperative minor complications:1 (3.1%) incision bleeding case,2 (6.3%) pulmonary infection cases,2 (6.3%) cerebral hyperperfusion syndrome cases were found in APO group;3 (2.1%) incision bleeding cases,2 (1.4%) incision infection cases,4 (2.8%)pulmonary infection cases,2 (1.4%) cranial nerve injury cases,2 (1.4%) cerebral hyperperfusion syndrome cases were found in control group.Patients were followed up for 6-60 months,with mean follow-up period of (35.3 ± 17.5) months.During follow-up,1 (3.1%) ipsilateral ischemic stroke recurrence case,4 (12.5%) restenosis cases,and 3 (9.4%) death cases were found in the APO group.And 8 (5.6%) ipsilateral ischemic stroke recurrence cases,9 (6.3%) restenosis cases,8 (5.6%)death cases were found in control group.There were no significant differences in perioperative major and minor complications,recurrence rate of ipsilateral ischemic stroke,restenosis rate and mortality between the two groups.Conclusions Surgical treatment for atheromatous pseudo-occlusion of the internal carotid artery is safe and effective.Perioperative and follow-up results are satisfactory.
9.Lymph node failure pattern after radiotherapy/chemotherapy in esophageal squamous cell carcinoma without initial clinical metastasis
Hongmei GAO ; Guowei XIAO ; Shuping CHI ; Wenbin SHEN
Chinese Journal of Clinical Oncology 2015;(9):466-470
Objective:To analyze the factors affecting lymph node failure pattern after radiotherapy/chemotherapy in esophageal squamous cell carcinoma without initial clinical metastasis. Methods:A total of 263 patients, who were diagnosed as thoracic esopha-geal carcinoma from January 2002 to December 2009, were included in this retrospective study. Factors affecting lymph node failure pattern with general clinical data and tumor local factors were analyzed. Results:Among the 263 esophageal cancer cases, 31 (11.8%) had lymph node metastasis after treatment, including 18 cases of simple lymph node metastasis and 13 other cases of lymph node metas-tasis with esophageal and other organ metastasis or recurrence. The numbers of cases for lymph node metastasis in the upper, middle, and lower thoracic esophagus were 11 (13.3%), 13 (10.1%), and 7 (13.7%), respectively. Univariate analysis showed that recent cura-tive effect, length of tumor on X-rays, maximum tumor diameter, and tumor volume were the significant factors associated with lymph node metastasis (χ2=7.597, 9.717, 5.361, and 4.815;P=0.006, 0.002, 0.021, and 0.028). Logistic regression analysis results showed that recent curative effect and length of tumor on X-rays were independent significant factors (P=0.004 and 0.026). Conclusion:Recent cu-rative effect and length of tumor on X-rays were the significant factors associated with lymph node failure pattern after radiotherapy/chemotherapy in esophageal squamous cell carcinoma without initial clinical metastasis.
10.The dose-effect relationship of folic acid on human umbilical vein endothelial cells in vitro
Yuxia GAO ; Shanshan CUI ; Wen LI ; Pengyan WANG ; Yanyu XIAO ; Guowei HUANG
Tianjin Medical Journal 2015;(4):337-339,449
Objective To investigate the protective effects of folic acid on the oxidative damage that ox-LDL (oxi?dized low-density lipoprotein receptor 1) render to human umbilical vein endothelial cells (HUVEC). Methods HUVECs were injured by ox-LDL (120 mg/L) for 24 h while they were incubated with various concentration of folic acid (0,15, 60, 150, 225, 300, 375 nmol/L). Then HUVECs were cultured in media contains same concentration of folic acid but without ox-LDL for 72 hours. Finally, HUVECs were harvested after 24, 48, 72 and 96 h. The morphological changes were observed us?ing inverted microscope and cell viability were examined by MTT. Results Various concentrations of folic acid (0,15, 50, 100, 200 and 500 nmol/L) has no obvious promotion or inhibition effect in growth of normal HUVEC (P>0.05). However, compared with the ox-FA-def group, 150, 225, 300 and 375 nmol/L of folic acid promoted proliferation of HUVECs with 96 and 120 hours of incubations (P < 0.05). Folic acid of 60, 150, 225, 300 and 375 nmol/L promoted the proliferation of HUVECs with 72 h and 96 hours of incubation (P<0.05). Conclusion High dose folic acid can reduce the ox-LDL oxida?tive damage on HUVEC in a concentration dependent manner.


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