1.Isolation and identification of rabbit-derived Lactobacillus reuteri and evaluation of its probiotic function
Yu CHENG ; Kun XIE ; Yanping JIANG ; Wen CUI ; Jiaxuan LI ; Xiaona WANG ; Xinyuan QIAO ; Lijie TANG ; Yijing LI ; Li WANG
Chinese Journal of Veterinary Science 2024;44(10):2136-2144,2293
Lactic acid bacteria(LAB)were isolated and cultivated from the intestinal contents of rabbits by MRS-CaCO3 solid medium.Identification was achieved through morphological observa-tion,Gram staining,physiological and biochemical characterisation,16S rDNA sequence analysis,and ERIC-PCR analysis.Strains displaying typical Lactobacilli characteristics were exanimated for their biological characteristics,resistance properties,adherence capacity in vitro,colonization abili-ty in vivo,and safety profile.In this study,a total of four strains of Lactobacillus reuteri were iso-lated from rabbits,all of which exhibited typical biological characteristics of LAB.These strains demonstrated inhibitory effects on common pathogenic bacteria in the gastrointestinal tract,with the primary inhibitory substance being bacteriocin.Furthermore,they showed sensitivity to chlor-amphenicol,rifampicin,and erythromycin,and displayed a degree of tolerance to gastrointestinal conditions and high temperature.These stains were capable of successful colonization in rabbits with a higher degree of safety.This study lays a foundation for the development of LAB prepara-tions for the prevention and treatment of rabbit intestinal diseases.
2.Development of biological safety protection third-level laboratory based on folding-modular shelters
Si-Qing ZHAO ; Jian-Qiao XIA ; Zhong-Jie SUN ; Kang OUYANG ; Xiao-Jun JIN ; Kang-Li ZHOU ; Wei XIE ; Hai-Yang LI ; Da-Peng JIANG ; Yan-Yan GAO ; Bei SUN
Chinese Medical Equipment Journal 2024;45(3):41-46
Objective To develop a biological safety protection third-level(BSL-3)laboratory based on folding-modular shelters to solve the problems of the existing laboratories in space and function expansion,large-scale deployment and low-cost transportation.Methods The BSL-3 laboratory was composed of a folding combined shelter module,a ventilation and purification module,a power supply and distribution module,a monitoring and communication module,a control system module and an equipment module.The folding combined shelter module used a leveling base frame as the foundation and a lightweight panel as the enclosure mechanism,and was divided into an auxiliary area and a protection protected area;the ventilation and purification module was made up of an air supply unit and an air exhaust unit,the air supply unit was integrated with a fresh-air air conditioner and the exhaust unit was equipped with a main fan,a standby fan and a bag in/bag out filter;the control system module adopted a supervision mode of decentralized control and centralized management,which executed communication with the data server as the center and Profinet protocol and MODBUS-TCP.Results The BSL-3 laboratory proved to meet the requirements of relevant standards in internal microenvironment,airflow direction,airtightness,working condition and disinfection effect.Conclusion The BSL-3 laboratory is compatible with large-scale transport and deployment and facilitates reliable and safe experiments for epidemic prevention and control and cross-regional support.[Chinese Medical Equipment Journal,2024,45(3):41-46]
3.Disease acceptance in HIV/AIDS patients and related factors
Zi-Qi QIN ; Gui-Ying CAO ; Jian-Ping XIE ; Xiao WANG ; Yi-Xuan LI ; Qiao-Yue LU ; Hong-Hong WANG ; Xue-Ling XIAO
Chinese Journal of Infection Control 2024;23(8):1016-1022
Objective To understand the disease acceptance status and related factors in human immunodeficiency virus(HIV)-infected/acquired immunodeficiency syndrom(AIDS)patients,so as to guide the clinical development of intervention measures,and to provide empirical evidence for improving clinical outcomes.Methods Convenience sampling method was used to select 555 HIV-infected/AIDS patients who received treatment in the designated AIDS treatment clinic of a hospital.General data,disease acceptance,disease self-management efficacy and clinical out-comes(such as quality of life,CD4+T lymphocyte count and HIV viral load)of the studied subjects were collected.Results The average disease acceptance of HIV-infected/AIDS patients was(26.08±5.34)points.Multiple linear regression analysis showed that religious belief and self-management efficacy were related factors affecting the di-sease acceptance of patients(both P<0.05),which could explain the 30.4%variation in disease acceptance of HIV-infected/AIDS patients,and the disease acceptance of patients was closely related to their quality of life(P<0.001).Conclusion HIV-infected/AIDS patients have a moderate level of disease acceptance.Medical staff should fully consider patients'religious beliefs and self-management efficacy,so as to formulate targeted intervention mea-sures to improve patients'acceptance of disease,and further promote patients'quality of life.
4.Clinical evaluation of Ningxin decoction in treating patients with permanent atrial fibrillation of deficiency of both qi and yin type following coronavirus disease 2019
Bingxin XIE ; Qian LIN ; Shuo FENG ; Qiao LI ; Xinfang WU ; Heng WANG
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2024;31(4):401-406
Objective To evaluate the clinical efficacy of Ningxin decoction in treating patients with permanent atrial fibrillation(AF)of deficiency of both qi and yin type infected by coronavirus disease 2019(COVID-19).Methods From February to August 2023,120 patients with permanent AF of deficiency of both qi and yin type infected by COVID-19 were collected from the outpatient clinic of Guang'anmen Hospital South Campus,China Academy of Chinese Medical Sciences.Patients were randomly divided into a control group and a treatment group using a random number table method,there were 60 cases in each group,and 1 case fell off in each group,leaving 59 cases in each group.The treatment group was given Ningxin decoction(drug composition:Cassia branch 15 g,Cornus officinalis 15 g,Rehmannia 15 g,Rhodiola rosea 15 g,Ginseng 6 g,Mulberry parasitica 10 g,Coptis coptis 3 g,Salvia miltiorrhiza 12 g,Ligusticum chuanxiong 10 g,Ophiopogon 12 g,and schisandra Vinegar 6 g)using formula granules to rinse with water,twice a day.The control group was given 10 mg of coenzyme Q10 twice a day,and both groups were treated continuously for 4 weeks.The improvements in traditional Chinese medicine(TCM)symptoms,including chest pain,dizziness,fatigue,lethargy,palpitations,chest tightness and shortness of breath,insomnia,and excessive dreams before and after treatment in two groups,as well as changes in heart rate variability(HRV)and heart rate deceleration indicators were observed.Results The treatment group showed significant therapeutic effects in improving chest pain,fatigue,palpitations,chest tightness and shortness of breath,there were also improvements in lethargy,insomnia,and excessive dreaming,there was no significant therapeutic effect in improving dizziness.The control group showed significant therapeutic effects in improving palpitations,there were also improvements in chest pain,chest tightness and shortness of breath,while there was no significant therapeutic effect in other aspects.The treatment group showed significantly higher effective rates in improving chest pain,fatigue,lethargy,chest tightness and shortness of breath,insomnia,and excessive dreaming compared to the control group[chest pain:95.45%(42/44)vs.78.57%(33/42),fatigue:83.67%(41/49)vs.31.25%(15/48),lethargy:73.91%(34/46)vs.12.77%(6/47),chest tightness and shortness of breath:88.89%(48/54)vs.63.64%(35/55),insomnia:78.43%(40/51)vs.12.24%(6/49),excessive dreaming:76.09%(35/46)vs.43.75%(21/48),all P<0.05].The standard deviation of all normal to normal RR intervals(SDNN),root mean square of the difference between adjacent NN intervals(RMSSD),standard deviation of all 5-minute RR intervals(SDANN),and percent of NN50 in the total number of NN intervals(PNN50)in both groups after treatment were significantly increased compared to before treatment,and the RMSSD,SDANN,and PNN50 in the treatment group were significantly higher than those in the control group after treatment[RMSSD(ms):28.96±3.59 vs.24.34±2.66,SDANN(ms):108.55±11.80 vs.100.44±13.58,PNN50:7%(6%,7%)vs.5%(5%,6%),all P<0.05].There was no statistically significant difference in heart rate deceleration between the two groups before and after treatment.Conclusion Ningxin decoction has a good effect on the improvement of TCM syndromes and heart rate variability in patients with permanent atrial fibrillation of deficiency of both qi and yin type after being infected by COVID-19.
5.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.
6.Clinical Efficacy Evaluation of Tanreqing Injection Combined with Ceftazidime in Treatment of Phlegm Heat Obstructing Lung Syndrome in Acute Exacerbation of Chronic Obstructive Pulmonary Disease
Mengmeng ZHANG ; Qiao LI ; Qingyong XIONG ; Jiayao LI ; Linna XIE ; Jiasheng LU ; Zegeng LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(1):170-175
ObjectiveTo explore the effect of Tanreqing injection combined with Ceftazide on the clinical efficacy, lung function, and laboratory inflammatory index of patients suffering from phlegm heat obstructing lung syndrome in acute exacerbation of chronic obstructive pulmonary disease (AECOPD). MethodFrom June 2021 to June 2023, 76 patients diagnosed with phlegm heat obstructing lung syndrome in AECOPD were enrolled in the respiratory and critical medical department of Jieshou Hospital of Traditional Chinese Medicine. They were randomly divided into a control group and an observation group with 38 cases each. The control group used Ceftazidime intravenous drip and other conventional oxygen inhalation and antispasmodic treatment measures of western medicine. The observation group received Tanreqing injection intravenous drip based on the treatment of the control group, with a course of 10 days. The changes of laboratory indicators such as hs-CRP, calcitonin (PCT), and interleukin-6 (IL-6) before and after treatment were analyzed, and the improvement of forced expiratory volume in the first second (FEV1), forced vital capacity (FVC), one second rate (FEV1/FVC), assessment and improvement of the British Medical Research Society’s dyspnea index (mMRC), self-evaluation test of chronic obstructive pulmonary disease patients (CAT), and traditional Chinese medicine syndrome score was compared. In addition, the total effective rate between the two groups after treatment was compared. ResultAfter treatment, the hs-CRP, PCT, IL-6, FEV1, FVC, FEV1/FVC, mMRC, CAT scores, and traditional Chinese medicine syndrome evaluation of both groups improved (P<0.01). After treatment, compared with the control group, the observation group showed more significant improvements in hs-CRP, PCT, IL-6, FEV1, FVC, FEV1/FVC, mMRC, CAT scores, and traditional Chinese medicine syndrome evaluation, and the difference was statistically significant (P<0.05,P<0.01). The total clinical effective rate of the control group was 86.84% (33/38), while that of the observation group was 94.74% (36/38). The therapeutic effect of the observation group was better than that of the control group (χ2=8.471, P<0.05). ConclusionTanreqing injection combined with Ceftazidime has obvious efficacy in the treatment of phlegm heat obstructing lung syndrome in AECOPD, which is better than the treatment of Ceftazidime antibiotics alone. It can reduce the risk of acute exacerbation, alleviate clinical symptoms, and delay the decline of lung function.
7.Mechanism Evolution of Latent Toxin in Systemic Lupus Erythematosus and Syndrome Differentiation and Treatment
Yi ZHANG ; Zhijun XIE ; Lin HUANG ; Qiao WANG ; Haichang LI ; Chengping WEN
Journal of Traditional Chinese Medicine 2024;65(16):1721-1724
It is proposed that the disease mechanism evolution of systemic lupus erythematosus can be summarized into four stages: initial invasion and latency, the pathogenesis remains concealing; latent toxin accumulation, the disease gradually becomes apparent; active toxin begins damaging, the disease manifests aggressively; damage resulting to deficiency, the disease course prolonged. Based on the stages of latent toxin evolution, the syndrome differentiation and treatment of systemic lupus erythematosus can be summarized as follows: during the initial latent stage, characterized by latent dampness and heat stagnation, modified Sanren Decoction (三仁汤) should be used; in the toxin outbreak stage, marked by intense heat toxin, modified Xijiao Dihuang Decoction (犀角地黄汤) combined with modified Qingwen Baidu Decoction (清瘟败毒饮) should be used; during the toxin damage stage, which presents as latent toxin damaging zang-fu organs, modified Qinghao Biejia Decoction (青蒿鳖甲汤) should be used; in the healthy qi deficiency stage, characterized by deficiencies of qi, blood, yin, and yang, modified Xieli Shiquan Ointment (燮理十全膏) should be used.
8.Differentiation and Treatment of Polycystic Ovary Syndrome from Perspective “Deficiency Cause,Cold Accumulation, and Qi Stagnation” in Essentials from the Golden Cabinet (《金匮要略》)
Yizhuo QIAO ; Yi LI ; Yini SUN ; Yajun LI ; Yating QI ; Heqiao LI ; Xinru CHEN ; Jinghong XIE
Journal of Traditional Chinese Medicine 2024;65(7):745-749
“Deficiency cause, cold accumulation, and qi stagnation” originates from Essentials from the Golden Cabinet (《金匮要略》), which is a guiding principle for the pathogenesis of women's diseases, pioneering the differentiation and treatment of women's diseases based on patterns, and having a profound influence on future generations. Following the classical principles and simplifying the complexities, this paper explored the pathogenesis and mechanism of polycystic ovary syndrome (PCOS) from the perspective of “deficiency cause, cold accumulation, and qi stagnation”, and believed that depletion of essence and blood, long-term accumulation of internal cold, and qi constraint and blood stasis are the causes of PCOS, with depletion of essence and blood, and lack of nourishment of zang-fu (脏腑) organs as the root, and cold pathogen invasion, qi constraint and blood stasis as the branch. The main treatment principle is “treating deficiency with supplementation”, and dispelling pathogen while reinforcing healthy qi, along with “treatment of cold by warming” and “treatment of stagnation by dispersing”. This is of great significance for the treatment of polycystic ovary syndrome. Clinically, these methods can be used flexibly to guide treatment and formula selection for PCOS, with the goal of harmonizing qi and blood and regulating menstruation.
9.Characteristics Evaluation and Application Analysis on Animal Models of Recurrent Spontaneous Abortion
Tiansong DING ; Jinghong XIE ; Bin YANG ; Heqiao LI ; Yizhuo QIAO ; Xinru CHEN ; Wenfan TIAN ; Jiapei LI ; Wanyi ZHANG ; Fanxuan LI
Laboratory Animal and Comparative Medicine 2024;44(4):393-404
Objective To summarize and evaluate the characteristics of current recurrent spontaneous abortion(RSA)animal models at home and abroad,and to provide reference and guidance for the standardized preparation of RSA models.Methods"Recurrent spontaneous abortion"and"animal model"were used as co-keywords in CNKI,Wanfang,VIP,PubMed and Web of Science databases to search the RSA animal experimental literature,covering the period up to January 20,2024,and a total of 1 411 articles were collected.The analysis focused on construction methods and essential elements of RSA animal models,the modeling process and result evaluation,as well as the application of these models in pharmacological and pharmacodynamic research.An Excel table was established for systematic analysis and discussion.Results A total of 138 experimental studies were obtained after screening.In constructing RSA animal models,immunological models were the most widely used in Western medicine(96.92%),with the Clark model being the main one(92.31%).In traditional Chinese medicine(TCM)models,70.00%were kidney deficiency-luteal inhibition-syndrome combination models,20.00%were kidney deficiency and blood stasis models,and 10.00%were deficiency-heat syndrome models.Most animals were selected at 6-8 weeks(33.86%)and 8 weeks(32.28%)of age.The majority of animals were paired for mating at 18:00 on the day of cage pairing.In 81.03%of literatures,vaginal plugs were checked once the following morning,with 8:00 being the most common time(17.02%).The most commonly used drug administration cycle was 14 days of continuous gavage after pregnancy.Among the tested drugs,Western drugs were mainly protein-based(29.17%),while TCM drugs were mainly TCM decoction(81.11%).The most frequently used methods for detecting indicators included visual observation of embryos(22.54%),western blot(15.96%),PCR(13.58%),ELISA(12.91%),HE staining(10.80%)and immunohistochemistry(9.39%).Conclusion The etiology of RSA is complex,and corresponding animal models should be established based on different etiologies.Clark model is commonly used in the construction of Western medicine model,while the kidney deficiency-luteal inhibition-syndrome combination model is predominant in TCM.RSA animal model is widely used in related research,but systematic evaluation needs to be strengthened.
10.Computer-vision-based artificial intelligence for detection and recognition of instruments and organs during radical laparoscopic gastrectomy for gastric cancer: a multicenter study
Kecheng ZHANG ; Zhi QIAO ; Li YANG ; Tao ZHANG ; Fenglin LIU ; Dachuan SUN ; Tianyu XIE ; Lei GUO ; Canrong LU
Chinese Journal of Gastrointestinal Surgery 2024;27(5):464-470
Objective:To investigate the feasibility and accuracy of computer vision-based artificial intelligence technology in detecting and recognizing instruments and organs in the scenario of radical laparoscopic gastrectomy for gastric cancer.Methods:Eight complete laparoscopic distal radical gastrectomy surgery videos were collected from four large tertiary hospitals in China (First Medical Center of Chinese PLA General Hospital [three cases], Liaoning Cancer Hospital [two cases], Liyang Branch of Jiangsu Province People's Hospital [two cases], and Fudan University Shanghai Cancer Center [one case]). PR software was used to extract frames every 5–10 seconds and convert them into image frames. To ensure quality, deduplication was performed manually to remove obvious duplication and blurred image frames. After conversion and deduplication, there were 3369 frame images with a resolution of 1,920×1,080 PPI. LabelMe was used for instance segmentation of the images into the following 23 categories: veins, arteries, sutures, needle holders, ultrasonic knives, suction devices, bleeding, colon, forceps, gallbladder, small gauze, Hem-o-lok, Hem-o-lok appliers, electrocautery hooks, small intestine, hepatogastric ligaments, liver, omentum, pancreas, spleen, surgical staplers, stomach, and trocars. The frame images were randomly allocated to training and validation sets in a 9:1 ratio. The YOLOv8 deep learning framework was used for model training and validation. Precision, recall, average precision (AP), and mean average precision (mAP) were used to evaluate detection and recognition accuracy.Results:The training set contained 3032 frame images comprising 30 895 instance segmentation counts across 23 categories. The validation set contained 337 frame images comprising 3407 instance segmentation counts. The YOLOv8m model was used for training. The loss curve of the training set showed a smooth gradual decrease in loss value as the number of iteration calculations increased. In the training set, the AP values of all 23 categories were above 0.90, with a mAP of 0.99, whereas in the validation set, the mAP of the 23 categories was 0.82. As to individual categories, the AP values for ultrasonic knives, needle holders, forceps, gallbladders, small pieces of gauze, and surgical staplers were 0.96, 0.94, 0.91, 0.91, 0.91, and 0.91, respectively. The model successfully inferred and applied to a 5-minutes video segment of laparoscopic gastroenterostomy suturing.Conclusion:The primary finding of this multicenter study is that computer vision can efficiently, accurately, and in real-time detect organs and instruments in various scenarios of radical laparoscopic gastrectomy for gastric cancer.

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