1.Comparison of the effects of three time series models in predicting the trend of erythrocyte blood demand
Yajuan QIU ; Jianping ZHANG ; Jia LUO ; Peilin LI ; Mengzhuo LUO ; Qiongying LI ; Ge LIU ; Qing LEI ; Kai LIAO
Chinese Journal of Blood Transfusion 2025;38(2):257-262
[Objective] To analyse and predict the tendencies of using erythrocyte blood in Changsha based on the autoregressive integrated moving average (ARIMA) model, long short-term memory (LSTM) and ARIMA-LSTM combination model, so as to provide reliable basis for designing a feasible and effective blood inventory management strategy. [Methods] The data of erythrocyte usage from hospitals in Changsha between January 2012 and December 2023 were collected, and ARIMA model, LSTM model and ARIMA-LSTM combination model were established. The actual erythrocyte consumption from January to May 2024 were used to assess and verify the prediction effect of the models. The extrapolation prediction accuracy of the models were tested using two evaluation indicators: mean absolute percentage error (MAPE) and root mean square error (RMSE), and then the prediction performance of the model was compared. [Results] The RMSE of LSTM model, optimal model ARIMA(1,1,1)(1,1,1)12 and ARIMA-LSTM combination model were respectively 5 206.66, 3 096.43 and 2 745.75, and the MAPE were 18.78%,11.54% and 9.76% respectively, which indicated that the ARIMA-LSTM combination model was more accurate than the ARIMA model and LSTM model, and the prediction results was basically consistent with the actual situation. [Conclusion] The ARIMA-LSTM model can better predict the clinical erythrocyte consumption in Changsha in the short term.
2.Cardiac MR tissue tracking technique for quantitatively evaluating myocardial strain of cardiac amyloidosis patients
Jiangkai HE ; Chen CUI ; Wei MA ; Zhi WANG ; Jia LIU ; Wei LI ; Kai ZHAO ; Rile NAI ; Shasha XU ; Jianxing QIU
Chinese Journal of Interventional Imaging and Therapy 2024;21(1):42-47
Objective To observe the feasibility of cardiac MR tissue tracking(CMR-TT)technique for quantitatively evaluating myocardial strain of patients with myocardial amyloidosis(CA).Methods Cardiac MRI were collected from 20 patients of immunoglobulin amyloid light-chain CA(AL-CA,group A),20 cases of transthyretin CA(ATTR-CA,group B)and 20 healthy subjects(group C),and myocardial strain parameters were obtained using CMR-TT technique.Left ventricular cardiac function parameters were compared among 3 groups,so were strain parameters of each myocardial segment of left ventricle and global myocardium,including 3D longitudinal strain(LS),3D radial strain(RS)and 3D circumferential strain(CS).Results Compared with those in group C,significant differences of left ventricular cardiac function parameters were found in both group A and B(all P<0.01),while no statistical difference was found between group A and B(all P>0.05).Except for apical segment RS(P=0.81),strain parameters in group A and B were both lower than those in group C(all P<0.01),while no significant difference was detected between group A and B(all P>0.05).Conclusion CMR-TT technique could be used to quantitatively evaluate left ventricular myocardial strain of CA patients.
3.Value of serum CEA, CA19-9 and CA72-4 detection in opportunistic screening for gastric cancer: a meta-analysis
Jian YIN ; Sirui QIU ; Kai ZHANG
Chinese Journal of Health Management 2024;18(4):271-278
Objective:To evaluate the application value of serum carcinoembryonic antigen (CEA), carbohydrate antigen (CA) 19-9 and CA72-4 detection in the opportunistic screening (healthy physical examination) of gastric cancer based on a meta-analysis.Methods:A published literature searching up to May 2023 was performed in databases of CNKI, Wanfang Databases, VIP, PubMed, Cochran and Embase for studies on CEA, CA19-9 and CA72-4 detection and diagnosis of gastric cancer. The Quality Evaluation Tool of Diagnostic Accuracy Studies (QUADAS-2) was used to evaluate the quality of the literature. Stata17.0 statistical software was used for meta-analysis.Results:According to the inclusion and exclusion criteria, a total of 23 studies with 5 287 gastric cancer patients and 6 129 controls were included. The pooled sensitivity and specificity of serum CEA, CA19-9 and CA72-4 as a diagnostic marker for gastric cancer were 0.42, 0.45 and 0.52, and 0.94, 0.91 and 0.95, respectively. The area under the summary receiver operating characteristic (sROC) curve for discriminating gastric cancer was 0.82, 0.77 and 0.87, respectively. The sensitivity of combined (parallel) diagnosis of gastric cancer with the three biomarkers increased to 0.66 (95% CI: 0.54-0.76), the specificity decreased to 0.85 (95% CI: 0.81-0.89), and the area under the curve basically remained unchanged at 0.86 (95% CI: 0.83-0.89). Conclusions:Due to poor sensitivity, the application effects of serum CEA, CA19-9 and CA72-4 as biomarkers for gastric cancer screening and physical examination are limited.
4.Improvement effect of Phellodendron amurense polysaccharides on gouty nephropathy in rats and its mechanism
Yongzhe MA ; Yuliang WANG ; Kai ZHANG ; Hong ZHAO ; Yu SHEN ; Hongbin QIU ; Chaoxing WANG ; Shiqing SUN ; Zhenxu JIANG ; Mingming SONG ; Yu ZHANG
China Pharmacy 2024;35(5):555-559
OBJECTIVE To study the effects of Phellodendron amurense polysaccharides (PAP) on improving gouty nephropathy (GN) in rats, and to investigate its mechanism primarily by interfering the p38 mitogen-activated protein kinase (p38 MAPK)/nuclear factor-κB(NF-κB)/tumor necrosis factor-α(TNF-α). METHODS Sixty rats were randomly divided into normal group (water), model group (water), allopurinol group (positive control, 20 mg/kg), PAP high-dose, medium-dose and low-dose groups (100, 50, 25 mg/kg, by raw material) after being stratified by body weight, with 10 rats in each group. Except for the normal group, the other groups were induced to construct GN model by giving 1 500 mg/kg potassium oxazinate and 100 mg/kg adenine intragastrically for 14 days. After modeling, the rats in each group were given relevant medicine/water intragastrically, once a day, for consecutive 28 days. After the last medication, the levels of biochemical parameters related to renal function [uric acid, creatinine (Cr), blood urea nitrogen (BUN), xanthine oxidase (XOD)] were detected in rats, and the histopathological changes in the rat kidney were observed. The protein expressions of monocyte chemoattractant protein-1(MCP-1),TNF-α and interleukin-6(IL-6) as well as the phosphorylation levels of p38 MAPK and NF-κB p65 protein were determined in renal tissue of rats. RESULTS Compared with the normal group, the model group suffered from the dilatation of renal tubules, structural damage to glomeruli, accompanied by inflammatory infiltration and fibrosis; the contents of uric acid, Cr, BUN and XOD, the protein expressions of MCP-1,TNF-α and IL-6 and the phosphorylation levels of p38 MAPK and NF-κB p65 protein were all increased significantly (P<0.05 or P<0.01). Compared with the model group, the pathological symptoms of renal tissue in rats had been improved to varying degrees in different dose groups of PAP; the contents of uric acid, Cr, BUN and XOD, protein expressions of MCP-1, TNF-α and IL-6, the phosphorylation levels of p38 MAPK and NF-κB p65 protein in PAP high-dose and PAP medium-dose groups were all decreased significantly (P<0.05 or P<0.01). CONCLUSIONS PAP exhibits an anti-GN effect, the mechanism of which may be associated with inhibiting the p38 MAPK/NF-κB/TNF-α signaling pathway.
5.Effect of Faeces Bombycis Extract on Cajal Interstitial Cells in Diabetic Gastroparesis Rats Based on PI3K/Akt/mTOR Signaling Pathway
Huizhen ZHANG ; Hong ZHANG ; Wei LI ; Kai ZHAO ; Yudi QIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(8):66-73
ObjectiveTo explore the therapeutic mechanism of Faeces Bombycis on diabetic gastroparesis (DGP) rats based on phosphatidylinositol 3-kinase/protein kinase B/mammalian rapamycin target protein (PI3K/Akt/mTOR) signaling pathway. MethodDGP rat model was prepared by random selection of 15 out of 105 rats as blank group. The rats successfully constructed were randomly divided into model group, high-,medium- and low- dose groups (3.2, 1.6, 0.8 g·kg-1) and moxapride group (1.5 mg·kg-1), with 12 rats in each group, and were given gavage for 4 weeks. The gastric emptying rate and random blood glucose were measured. The morphological changes of gastric antrum were observed by hematoxylin-eosin (HE) staining, and the expression of the c-Kit gene was analyzed by immunohistochemistry. The apoptosis of Cajal interstitial cells was observed by in situ end labeling (TUNEL) staining, and the protein expressions of PI3K, phosphorylation(p)-PI3K, Akt, p-Akt, mTOR, and p-mTOR were detected by Western blot. ResultCompared with the blank group, the gastric emptying rate of the model group decreased significantly (P<0.01), and the glandular structure of the gastric antrum was destroyed. The expression of c-Kit decreased (P<0.01), and the apoptosis of Cajal interstitial cells (ICC) increased. Compared with the model group, the gastric emptying rate in the high, middle, and low-dose groups of Faeces Bombycis extract and mosapride group increased significantly (P<0.01). The glandular structure of the gastric antrum became closer, and the apoptosis of ICC decreased. The expression of c-Kit in the high dose group of Faeces Bombycis extract increased significantly. After Western blot testing, compared with the blank group, the protein expression of p-Akt/Akt, p-PI3K/PI3K, and p-mTOR/mTOR in the model group increased. Compared with the model group, the protein expression of p-Akt/Akt in the high dose group of Faeces Bombycis extract decreased (P<0.01), and the protein expression of p-PI3K/PI3K decreased in the middle and low dose groups of Faeces Bombycis extract and mosapride group decreased (P<0.05, P<0.01). The protein expression of p-mTOR/mTOR decreased in the low dose group of Faeces Bombycis extract (P<0.05). In terms of random blood glucose, compared with the blank group, the random blood glucose in the model group increased significantly (P<0.01), and compared with the model group, the random blood glucose in the high and middle dose groups of Faeces Bombycis extract decreased significantly (P<0.05). Compared with mosapride group, the protein expression of p-Akt/Akt decreased in the high dose group of Faeces Bombycis extract (P<0.05), and the protein expression of p-PI3K/PI3K increased in the high, middle, and low dose groups of Faeces Bombycis extract (P<0.05, P<0.01). ConclusionFaeces Bombycis extract can increase gastric emptying rate, reduce ICC apoptosis, and lower random blood glucose in DGP rats. The high dose group of Faeces Bombycis extract has a significant effect on inhibiting ICC apoptosis, and its mechanism may be related to the regulation of the PI3K/Akt/mTOR signaling pathway.
6.Mid-and long-term state after total hip arthroplasty versus hemiarthroplasty for femoral neck fractures in the elderly:evaluation using propensity score matching method
Zhipeng LI ; Dawei HUAN ; Zhaofeng YUAN ; Kai DING ; Yue QIU ; Tianwei XIA ; Jirong SHEN
Chinese Journal of Tissue Engineering Research 2024;28(24):3839-3844
BACKGROUND:Arthroplasty is the primary treatment for displaced femoral neck fractures in the elderly,and the choice of total hip arthroplasty versus hemiarthroplasty is currently the subject of considerable debate. OBJECTIVE:To compare the mid-and long-term survival status of total hip arthroplasty versus hemiarthroplasty under a direct anterior approach for displaced femoral neck fractures in the elderly based on the propensity score matching method. METHODS:One hundred and forty-seven elderly patients(≥65 years of age)with displaced femoral neck fractures were admitted from January 2016 to January 2021,of whom 88 had total hip arthroplasty(total hip arthroplasty group)and 59 had artificial femoral head replacement(hemiarthroplasty group).For the patients'preoperative comorbidities,the age-corrected Charlson Comorbidity Scale was used to quantify the scores and calculate patient frailty.The propensity score matching method was used to match the two groups 1:1 and to compare the operation time,bleeding,postoperative hospitalization time,hospitalization cost,nutritional index,postoperative complications,and mortality between the two groups after matching.Postoperative survival time was determined by Kaplan-Meier Survival analysis. RESULTS AND CONCLUSION:(1)After propensity score matching,a total of 42 matched pairs were successful in both groups,and the preoperative data of patients in both groups were balanced and comparable after matching(P>0.05).(2)Compared with the hemiarthroplasty group,operation time(79.71 minutes vs.59.07 minutes,P<0.001),bleeding volume(839.64 mL vs.597.83 mL,P=0.001),and hospitalization cost(56 508.15 yuan vs.41 702.85 yuan,P<0.001)were significantly higher in the total hip arthroplasty group.However,the mortality rate was lower in the total hip arthroplasty group than in the hemiarthroplasty group(36%vs.57%,HR=0.44,95%CI:0.23-0.87,P=0.018),and the mean survival time was longer in the total hip arthroplasty group than in the hemiarthroplasty group(59.4 months vs.43.7 months,P=0.024).(3)There were no statistically significant differences in postoperative hospitalization time,preoperative and postoperative nutritional indicators,and overall postoperative complication rate between the two groups(P>0.05).However,in terms of postoperative pain,the incidence of pain was significantly higher in the hemiarthroplasty group than that in the total hip arthroplasty group(24%vs.7%,P=0.035).(4)Overall,total hip arthroplasty has a better prognosis for survival,while hemiarthroplasty is more appropriate for patients with poor physical fitness.At the same time,postoperative pain may largely affect the quality and survival time of patients after hip arthroplasty.
7.Clinical Advantages of Traditional Chinese Medicine in Treatment of Pediatric Diseases
Yingke LIU ; Hong CUI ; Jian YANG ; Junhong WANG ; Liqun WU ; Xiaohua JI ; Bing AN ; Xiaomei LIU ; Weilin WAN ; Hong WANG ; Gaojun ZHOU ; Wen ZHANG ; Liyi QIU ; Kai GUO ; Xiaoxiao ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(15):224-231
The traditional Chinese medicine (TCM) in pediatric care has a long history,proven efficacy,and distinctive characteristics.The China Association of Chinese Medicine has organized a series of youth salons to discuss the clinical advantages of treating diseases.Experts at this seminar proposed that the superior disease categories in pediatric TCM are significant for showcasing the unique strengths and advantages of TCM in the treatment of pediatric diseases,enhancing diagnostic and treatment levels,inheriting TCM knowledge,promoting the integration of TCM and Western medicine,and meeting patients' needs.The strengths of pediatric TCM are summed up as "having what others do not,excelling at what others have,being special in what others excel at,and ensuring safety in what others specialize in." The scope of superiority in pediatric TCM covers multiple systems,including respiratory,digestive,endocrine,psychological,and dermatological systems.This article summarized the advantages of TCM in treating 13 diseases discussed in the salon,such as upper respiratory tract infections,coughs,pneumonia,allergic rhinitis,bronchial asthma,atopic dermatitis,functional dyspepsia,functional constipation,enuresis,marginal short stature,simple obesity,attention deficit hyperactivity disorder,and tic disorders.The overall advantages were reflected in three aspects:First,the holistic concept and treatment based on syndrome differentiation in TCM highlight the advantage of treating the root causes of diseases,making the treatment methodical and precise.Second,most traditional Chinese herbs are natural and have strong safety profiles.Third,TCM treatment methods are abundant,especially the external treatment methods,which are widely used in pediatrics,highly accepted by parents,and have definite efficacy,as well as good safety and compliance.
8.Role of the portal system in liver regeneration:From molecular mechanisms to clinical management
Xu HANZHI ; Qiu XUN ; Wang ZHOUCHENG ; Wang KAI ; Tan YAWEN ; Gao FENGQIANG ; Perini Vinicius MARCOS ; Xu XIAO
Liver Research 2024;8(1):1-10
The liver has a strong regenerative capacity that ensures patient recovery after hepatectomy and liver transplantation.The portal system plays a crucial role in the dual blood supply to the liver,making it a significant factor in hepatic function.Several surgical strategies,such as portal vein ligation,associating liver partition and portal vein ligation for staged hepatectomy,and dual vein embolization,have high-lighted the portal system's importance in liver regeneration.Following hepatectomy or liver trans-plantation,the hemodynamic properties of the portal system change dramatically,triggering regeneration via shear stress and the induction of hypoxia.However,excessive portal hyperperfusion can harm the liver and negatively affect patient outcomes.Furthermore,as the importance of the gut-liver axis has gradually been revealed,the effect of metabolites and cytokines from gut microbes carried by portal blood on liver regeneration has been acknowledged.From these perspectives,this review outlines the molecular mechanisms of the portal system's role in liver regeneration and summarizes therapeutic strategies based on the portal system intervention to promote liver regeneration.
9.Analysis of Ecological Factors and Research Progress in Ecological Planting Mode of Pogostemon cablin
Yun-Zi BAO ; Lin-Yuan CHEN ; Kai-Ying QIU ; Yan-Mei NI ; Han-Qing DING ; Li-Ping WANG ; Zi-Qi LIU ; Ruo-Ting ZHAN ; Li-Kai CHEN
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(11):3084-3090
Pogostemon cablin is a famous southern medicine.As the important raw material for modern medicine and industry,Pogostemon cablin becomes required with a large marketing demand.However,due to the serious continuous cropping obstacles in the growth process of Pogostemon cablin,the aggravation of diseases of Pogostemon cablin and the degradation of its quality arose.This paper outlined the ecological factors such as climate factors,soil factors and topographic factors suitable for the growth of Pogostemon cablin,analyzed the continuous cropping obstacles and diseases arising in the cultivation,reviewed the current ecological planting mode of Pogostemon cablin such as crop rotation,intercropping,relay-cropping and under-forest planting,and also made a comprehensive evaluation of the economic benefits,ecological benefits and social benefits of the ecological planting mode of Pogostemon cablin,aiming to provide a theoretical basis and a reference for the promotion of the ecological planting mode of Pogostemon cablin.
10.Research on improving the construction of cultivation quality assurance system of postgraduates
Yulei ZHU ; Yanling WANG ; Kai ZHENG ; Shuang QIU ; Lu LI ; Laikui LIU
STOMATOLOGY 2024;44(11):860-863
Objective During the rapid expansion of postgraduate education,it is meeting more and more conflicts between enroll-ment scale and cultivation quality.The construction of a cultivation quality assurance system for postgraduates becomes an urgent task in the new situation.Methods The data was analyzed with SPSS 24.0,based on the anonymous review results of postgraduates'disserta-tions by a three-A stomatological hospital during 2022-2023.Results The results showed that the overall evaluation of anonymous dis-sertation opinions in 2022 was better than that in 2023,and the passing rate of anonymous dissertation evaluation of doctoral students was higher than that of master students.Irregular forms of composition,low research workload,and insufficient innovation were found in failed postgraduates'dissertations.Conclusion Strengthening the management of study style education and training process,and ex-ploring cultivating mode of overlapping subjects,are necessary to improve the construction of cultivation quality assurance system of postgraduates.

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