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.Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients (version 2024)
Yao LU ; Yang LI ; Leiying ZHANG ; Hao TANG ; Huidan JING ; Yaoli WANG ; Xiangzhi JIA ; Li BA ; Maohong BIAN ; Dan CAI ; Hui CAI ; Xiaohong CAI ; Zhanshan ZHA ; Bingyu CHEN ; Daqing CHEN ; Feng CHEN ; Guoan CHEN ; Haiming CHEN ; Jing CHEN ; Min CHEN ; Qing CHEN ; Shu CHEN ; Xi CHEN ; Jinfeng CHENG ; Xiaoling CHU ; Hongwang CUI ; Xin CUI ; Zhen DA ; Ying DAI ; Surong DENG ; Weiqun DONG ; Weimin FAN ; Ke FENG ; Danhui FU ; Yongshui FU ; Qi FU ; Xuemei FU ; Jia GAN ; Xinyu GAN ; Wei GAO ; Huaizheng GONG ; Rong GUI ; Geng GUO ; Ning HAN ; Yiwen HAO ; Wubing HE ; Qiang HONG ; Ruiqin HOU ; Wei HOU ; Jie HU ; Peiyang HU ; Xi HU ; Xiaoyu HU ; Guangbin HUANG ; Jie HUANG ; Xiangyan HUANG ; Yuanshuai HUANG ; Shouyong HUN ; Xuebing JIANG ; Ping JIN ; Dong LAI ; Aiping LE ; Hongmei LI ; Bijuan LI ; Cuiying LI ; Daihong LI ; Haihong LI ; He LI ; Hui LI ; Jianping LI ; Ning LI ; Xiying LI ; Xiangmin LI ; Xiaofei LI ; Xiaojuan LI ; Zhiqiang LI ; Zhongjun LI ; Zunyan LI ; Huaqin LIANG ; Xiaohua LIANG ; Dongfa LIAO ; Qun LIAO ; Yan LIAO ; Jiajin LIN ; Chunxia LIU ; Fenghua LIU ; Peixian LIU ; Tiemei LIU ; Xiaoxin LIU ; Zhiwei LIU ; Zhongdi LIU ; Hua LU ; Jianfeng LUAN ; Jianjun LUO ; Qun LUO ; Dingfeng LYU ; Qi LYU ; Xianping LYU ; Aijun MA ; Liqiang MA ; Shuxuan MA ; Xainjun MA ; Xiaogang MA ; Xiaoli MA ; Guoqing MAO ; Shijie MU ; Shaolin NIE ; Shujuan OUYANG ; Xilin OUYANG ; Chunqiu PAN ; Jian PAN ; Xiaohua PAN ; Lei PENG ; Tao PENG ; Baohua QIAN ; Shu QIAO ; Li QIN ; Ying REN ; Zhaoqi REN ; Ruiming RONG ; Changshan SU ; Mingwei SUN ; Wenwu SUN ; Zhenwei SUN ; Haiping TANG ; Xiaofeng TANG ; Changjiu TANG ; Cuihua TAO ; Zhibin TIAN ; Juan WANG ; Baoyan WANG ; Chunyan WANG ; Gefei WANG ; Haiyan WANG ; Hongjie WANG ; Peng WANG ; Pengli WANG ; Qiushi WANG ; Xiaoning WANG ; Xinhua WANG ; Xuefeng WANG ; Yong WANG ; Yongjun WANG ; Yuanjie WANG ; Zhihua WANG ; Shaojun WEI ; Yaming WEI ; Jianbo WEN ; Jun WEN ; Jiang WU ; Jufeng WU ; Aijun XIA ; Fei XIA ; Rong XIA ; Jue XIE ; Yanchao XING ; Yan XIONG ; Feng XU ; Yongzhu XU ; Yongan XU ; Yonghe YAN ; Beizhan YAN ; Jiang YANG ; Jiangcun YANG ; Jun YANG ; Xinwen YANG ; Yongyi YANG ; Chunyan YAO ; Mingliang YE ; Changlin YIN ; Ming YIN ; Wen YIN ; Lianling YU ; Shuhong YU ; Zebo YU ; Yigang YU ; Anyong YU ; Hong YUAN ; Yi YUAN ; Chan ZHANG ; Jinjun ZHANG ; Jun ZHANG ; Kai ZHANG ; Leibing ZHANG ; Quan ZHANG ; Rongjiang ZHANG ; Sanming ZHANG ; Shengji ZHANG ; Shuo ZHANG ; Wei ZHANG ; Weidong ZHANG ; Xi ZHANG ; Xingwen ZHANG ; Guixi ZHANG ; Xiaojun ZHANG ; Guoqing ZHAO ; Jianpeng ZHAO ; Shuming ZHAO ; Beibei ZHENG ; Shangen ZHENG ; Huayou ZHOU ; Jicheng ZHOU ; Lihong ZHOU ; Mou ZHOU ; Xiaoyu ZHOU ; Xuelian ZHOU ; Yuan ZHOU ; Zheng ZHOU ; Zuhuang ZHOU ; Haiyan ZHU ; Peiyuan ZHU ; Changju ZHU ; Lili ZHU ; Zhengguo WANG ; Jianxin JIANG ; Deqing WANG ; Jiongcai LAN ; Quanli WANG ; Yang YU ; Lianyang ZHANG ; Aiqing WEN
Chinese Journal of Trauma 2024;40(10):865-881
Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.
3.3D-printing-assisted surgery versus conventional surgery for treatment of Schatzker VI tibial plateau fractures: a multi-center clinical study
Xuelong ZHANG ; Ming CHEN ; Jianping LIAO ; Qiang WANG ; Fangjun ZENG ; Hejun HU ; Qi WAN ; Hao LUO ; Zhiwen WANG
Chinese Journal of Orthopaedic Trauma 2023;25(8):702-710
Objective:To compare 3D-printing-assisted surgery and conventional surgery in the treatment of Schazker type Ⅵ tibial plateau fractures.Methods:A retrospective study was conducted to analyze the clinical data of 50 patients with type Ⅵ tibial plateau fracture who had been treated from January 2019 to December 2021 at the 5 Departments of Orthopedics in The First Affiliated Hospital of Nanchang University, The First People's Hospital of Jiujiang, Pingkuang General Hospital, Ganzhou People's Hospital, and Nanchang Hongdu Hospital of Traditional Chinese Medicine. The patients were divided into 2 groups according to their different treatment methods. In the 3D printing group of 25 cases treated by 3D-printing-assisted surgery, there were 14 males and 11 females, with an age of (42.5±9.1) years; in the conventional group of 25 cases treated by conventional surgery, there were 13 males and 12 females with an age of (42.2±9.3) years. The 2 groups were compared in terms of operation time, intraoperative blood loss, intraoperative fluoroscopy frequency, fracture healing time, postoperative complications, the Rasmussen radiological scores and the American Hospital for Special Surgery (HSS) knee function scores at 6 and 12 months after operation.Results:There was no significant difference in the preoperative general data between the 2 groups, indicating comparability ( P>0.05). The operation time [(125.4±10.6) min], intraoperative blood loss [(206.2±16.3) mL], intraoperative fluoroscopy frequency [(9.2±2.7) times] and fracture healing time [(3.0±0.7) months] in the 3D printing group were all significantly less than those in the conventional group [(168.2±14.1) min, (303.2±20.4) mL, (15.5±3.5) times and (4.1±0.8) months] while the Rasmussen radiological scores (17.6±1.2 and 17.9±0.6) and HSS knee scores (90.8±6.4 and 91.5±5.6) at 6 and 12 months after operation in the 3D printing group were all significantly higher than those in the conventional group (16.2±2.6 and 16.7±2.2; 84.5±9.2 and 87.6±8.0) (all P<0.05). In the 3D printing group, there were 1 case of wound infection and 1 case of wound dehiscence after operation. In the conventional group, there were 2 cases of wound skin necrosis, 3 cases of wound dehiscence, 1 case of traumatic arthritis, 2 cases of wound infection, and 1 case of screw loosening. The incidence of complications in the 3D printing group (8.0%, 2/28) was significantly lower than that in the conventional group (36.0%, 9/25) ( P<0.05). Conclusion:In the treatment of Schatzker type VI tibial plateau fractures, compared with conventional surgery, 3D-printing-assisted surgery can lead to better curative outcomes, because it is conducive to lowering surgical difficulty, reducing postoperative complications, and promoting fracture union and functional recovery of the knee.
4.Quick guideline for diagnosis and treatment of novel coronavirus Omicron variant infection
Guang CHEN ; Tao CHEN ; Sainan SHU ; Xiaojing WANG ; Ke MA ; Di WU ; Hongwu WANG ; Yan LIU ; Wei GUO ; Meifang HAN ; Jianxin SONG ; Tonglin LIU ; Shusheng LI ; Jianping ZHAO ; Yuancheng HUANG ; Yong XIONG ; Zuojiong GONG ; Qiaoxia TONG ; Jiazhi LIAO ; Feng FANG ; Xiaoping LUO ; Qin NING
Chinese Journal of Clinical Infectious Diseases 2023;16(1):26-32
Novel coronavirus Omicron variant infection can cause severe illness and even death in certain populations. Omicron variant infection may lead to systemic inflammatory response, coagulation disorder, multi-organ dysfunction and other pathophysiological changes, which are different from other Novel coronavirus variants to a certain extent, so therapeutic strategies should not be the same. The National Medical Center for Major Public Health Events invited experts in fields of infectious diseases, respiratory medicine, intensive care, pediatrics and fever clinic to develop this quick guideline based on the current best evidence and extensive clinical practices. This quick guideline aims to standardize the diagnosis and treatment of novel coronavirus Omicron infection, and to improve the disease management abilities of clinicians.
5.Effect of low molecular weight heparin calcium on coagulation function and platelet in patients with free anterolateral thigh flap transplantation before surgery
Jiaquan YANG ; Yulian LIU ; Kunqiang CHEN ; Jianping LIAO ; Gang ZHAO
China Modern Doctor 2023;61(34):72-75
Objective To explore the effect of low molecular weight heparin calcium on coagulation function and platelet(PLT)in patients before and after anterolateral thigh flap transplantation.Methods Fifty patients with skin and soft tissue defects of hands and feet treated in Wuxi Ninth Hospital and Jiujiang No.1 People's Hospital from January to December 2022 were selected as the study objects.They were divided into observation group(26 cases)and control group(24 cases)according to random number table method.Patients in observation group received low molecular weight heparin calcium 12h before surgery,and continued to receive routine treatment once a day after surgery.Patients in control group began to use low molecular weight heparin calcium routinely 4h after surgery,once a day.The coagulation function and PLT before and after surgery were compared between two groups.Results There were no significant differences in incidences of vascular crisis and skin flap necrosis between two groups(P>0.05).Five patients in observation group received intraoperative or postoperative blood transfusion,which was excluded in further analysis.On first day and third day after surgery,fibrinogen(FIB)and PLT in two groups were significantly higher than those before surgery,and thrombin time(TT)was significantly shorter than that before surgery(P<0.05).On third day after surgery,activated partial thromboplastin time(APTT)and prothrombin time(PT)in observation group were significantly longer than those before surgery(P<0.05).Before surgery,first day and third day after surgery,there were no significant differences in FIB,APTT,PT and TT between two groups(P>0.05).On third day after surgery,PLT of observation group was significantly higher than that of control group(P<0.05).Conclusion Both FIB and PLT were higher after surgery regardless of the use of low molecular weight heparin calcium before and after surgery,and FIB and PLT were more significantly higher in patients treated 12h before surgery.
6.Airway management and complications of prolonged mechanical ventilation in children
Chinese Pediatric Emergency Medicine 2022;29(3):170-174
Children with prolonged mechanical ventilation have complex conditions, high treatment cost of long-term stay in PICU, high nosocomial complications and mortality.Effective airway management and treatment of complications are essential to reduce ventilator-related pneumonia, prolong life, and reduce economic burden.This review aimed to summarize the updated studies to provide some evidences for children′s prolonged mechanical ventilation airway management and complications management.
7.Efficacy of prostatic arterial interventional embolization in the treatment of benign prostatic hyperplasia patients with prostatic volume greater than 80 milliliter
Yuting GUAN ; Li′an LIAO ; Zhanshang ZHANG ; Jianping CHEN ; Ming LUO ; Li HUANG ; Guobin ZENG
Chinese Journal of Postgraduates of Medicine 2022;45(6):526-530
Objective:To investigate the effect of interventional embolization of prostate artery in patients with benign prostatic hyperplasia with prostatic volume>80 ml.Methods:A total of 56 patients with BPH combined with hypertension, diabetesand heart disease with prostate volume>80 ml in Meizhou People′s Hospital from April 2018 to November 2020 were selected. They were divided into the study group and the control group according to a simple random number table, 28 cases in each group. The patients in the study group were performed prostatic arterial embolization, and the patients in the control group were performed transurethral resection of the prostate. The efficacy, perioperative conditions, preoperative and 1 month after operation serum total prostate specific antigen (TPSA) level, free prostate specific antigen (FPSA) level, prostate volume, and international prostate symptom score (IPSS) were compared between the two groups. The sexual life quality after operation for 6 months was compared between the two groups.Results:The efficacy of the two groups had no significant difference ( P>0.05). The intraoperative blood loss, postoperative catheterization, postoperative hospital stay in the study group were less than those in the control group: (10.65 ± 1.89) ml vs. (119.64 ± 23.60) ml, (2.16 ± 0.39) d vs. (3.05 ± 0.61) d, (3.03 ± 1.82) d vs. (7.10 ± 2.39) d, the differences were statistically significant( P<0.05). The levels of serum TPSA, FPSA and prostate volume, IPSS at the first month after surgery in the two groups had no significant differences ( P>0.05). After operation for 6 months, the scores of Chinese Index of Sexual Function for Premature Ejaculation-5 (CIPE-5) and International Index of Erectile Function (IIEF-5) in the study group were higher than those in the control group: (18.63 ± 2.51) scores vs. (15.71 ± 2.29) scores, (16.38 ± 4.14) scores vs. (13.98 ± 3.82) scores, the differences were statistically significant ( P<0.05). Conclusions:Prostate arterial embolization is effective in BPH patients with prostate volume>80 ml and underlying diseases. Compared with transurethral prostatectomy, it has the advantage of faster recovery after surgery, and it has an ideal effect in controlling diseases, improving urination function, and quality of sexual life.
8.Application of enhanced recovery after surgery using the LEER model in patients subjected to laparoscopic cholecystectomy in basic hospitals of Yi nationality area
Kangyi JIANG ; Minghua LIAO ; Shuyun ZHU ; Zhenxia ZHANG ; Jie YANG ; Xin MIN ; Guomao YUE ; Chengcai HU ; Han BAI ; Jianping LI ; Zehua LEI
Chinese Journal of Primary Medicine and Pharmacy 2022;29(11):1648-1652
Objective:To investigate the clinical application value of enhanced recovery after surgery using the LEER model in patients subjected to laparoscopic cholecystectomy in basic hospitals of Yi nationality area.Methods:Twenty-six patients who underwent laparoscopic cholecystectomy based on the concept of enhancing recovery after surgery using the LEER model in People's Hospital of Jinkouhe District of Leshan from January to October 2021 were included in the observation group. An additional 20 patients who concurrently underwent laparoscopic cholecystectomy and conventional intervention were included in the control group. Clinical efficacy, postoperative complications and postoperative pain were compared between the two groups.Results:Postoperative fasting time, length of hospital stay, and total hospital days in the observation group were 6 (6, 6) hours, 2 (2, 3) days and 4 (4, 6) days respectively, which were significantly shorter than 24 (24, 36) hours, 5 (5, 6) days, 7 (7, 9) days in the control group ( H = 351.00, 407.50, 458.00, all P < 0.05). Hospitalization cost in the observation group was 5 454.58 (5 014.11, 6 016.58) yuan, which was significantly lower than 6 611.91 (6 192.68, 7 841.73) yuan in the control group ( H = 420.00, P < 0.05). There were no significant differences in operative time and postoperative complications between the two groups (both P > 0.05). At postoperative 6 hours, Visual Analogue Scale score in the observation group was 3 (3, 4) points, and patients with mild pain accounted for 73.07% (19/26). At postoperative 24 hours, Visual Analogue Scale score in the observation group was 2 (2, 3) points, and patients with mild pain accounted for 92.31% (24/26). Overall pain was well controlled after surgery. Patient satisfaction rate in the observation was 96.15% (25/26). All patients recovered and were discharged. Conclusion:Application of enhanced recovery after surgery using the LEER model in patients subjected to laparoscopic cholecystectomy in basic hospitals of Yi nationality area can promote postoperative recovery, contribute to changing the theory of diagnosis and treatment, and improve overall medical quality. The enhanced recovery after surgery protocol using the LEER model has a good application value.
9.Attention Situation of Chinese Patent Medicine for Constipation in Traditional Chinese Medicine Diagnosis and Treatment Guidelines/Consensus and National Reimbursement Drug List
Youyou ZHENG ; Xuehui WANG ; Yunru CHEN ; Mei HAN ; Hongguo RONG ; Jianping LIU ; Xing LIAO ; Zhaolan LIU
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(20):135-143
ObjectiveTo evaluate the methodological quality of traditional Chinese medicine (TCM) diagnosis and treatment guidelines/consensus of constipation with Appraisal of Guidelines for Research and Evaluation Ⅱ (AGREE Ⅱ)tool, and to study the attention situation of the included Chinese patent medicines in China's National Reimbursement Drug List in the guidelines/consensus. MethodThe data of CNKI,VIP,Wanfang Data,SinoMed,PubMed and Cochrane from the inception of the databases to October 2021 were searched to collect the TCM diagnosis and treatment guidelines/consensus of constipation. Then,the diagnosis and treatment standards and recommended Chinese patent medicines were extracted. Two researchers assessed the methodological quality of the guidelines/consensus with AGREE Ⅱ tool independently. The quality of reports was evaluated by Reporting Items for practice Guidelines in HealThcare (RIGHT) Statement. The recommended Chinese patent medicines in the guidelines/consensus were compared with those in the National Reimbursement Drug List. ResultEleven consensus and 2 guidelines were included,involving 794 experts. The scores of AGREE II were clarity of presentation(59.0%),scope and purpose(44.0%),stakeholder involvement(23.1%),rigor of development (12.1%),applicability (11.1%),and editorial independence (8.3%) from high to low. Five articles were recommended at B level(recommended after revision) and 8 articles were at C level (not recommended). The average scores of RIGHT Statement were as follows:basic information (93.59%),background (57.69%),evidence (18.46%),recommendations (20.88%),review and quality assurance (19.23%),funding,declaration and management of interests (0.00%), and other information (0.00%). The included guidelines/consensus recommended a total of 27 Chinese patent medicines,among which 20 were included in the National Reimbursement Drug List,with 4 species of Class A and 16 species of Class B, accounting for 74.1% of all recommended Chinese patent medicines. Ten purgative Chinese patent medicines in the National Reimbursement Drug List were recommended by the guidelines/consensus,accounting for 50% of all purgative drugs, and 8 were not recommended. There were prescriptions for purgation, for promoting digestion and removing food stagnation, for clearing heat and purging fire,and for warming the middle and dissipating cold,Tibetan medicine and Mongolian medicine. ConclusionBy the AGREE Ⅱ assessment,the methodological quality of the TCM diagnosis and treatment guidelines/consensus of constipation included in this study needed to be improved in the future. The report quality evaluated with RIGHT Statement was low. Most drugs included in the National Reimbursement Drug List were paid attention in the TCM diagnosis and treatment guidelines/consensus of constipation. Moreover,the drugs included in the National Reimbursement Drug List could basically fulfill the clinical needs reflexed from the guidelines/consensus recommendations. However, the reasons of some drugs failing to be included in the National Reimbursement Drug List needed to be studied in the future.
10.Molecular mechanisms underlying daptomycin resistance.
Guojian LIAO ; Xixi PENG ; Jun TIAN ; Jianping XIE
Chinese Journal of Biotechnology 2018;34(6):832-838
Due to potent bactericidal activity and low rate of drug-resistance, daptomycin is recognized as first line antibiotic to treat serious infections caused by drug-resistant Gram-positive pathogens. However, the incidence of daptomycin resistance is increasing due to its widespread application. Alteration of cell wall homeostasis and membrane phospholipid metabolism is involved in daptomycin resistance. The unique mode of action underlying daptomycin resistance in important pathogens, including Staphylococcus aureus and Enterococci, is presented in this paper.

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