1.The enlightenment of artificial intelligence large-scale model on the research of intelligent eye diagnosis in traditional Chinese medicine
Yuan GAO ; Zixuan WU ; Boyang SHENG ; Fu ZHANG ; Yong CHENG ; Junfeng YAN ; Qinghua PENG
Digital Chinese Medicine 2024;7(2):101-107
Eye diagnosis is a method for inspecting systemic diseases and syndromes by observing the eyes.With the development of intelligent diagnosis in traditional Chinese medicine(TCM),artificial intelligence(AI)can improve the accuracy and efficiency of eye diagnosis.However,the research on intelligent eye diagnosis still faces many challenges,including the lack of standardized and precisely labeled data,multi-modal information analysis,and artificial in-telligence models for syndrome differentiation.The widespread application of AI models in medicine provides new insights and opportunities for the research of eye diagnosis intelli-gence.This study elaborates on the three key technologies of AI models in the intelligent ap-plication of TCM eye diagnosis,and explores the implications for the research of eye diagno-sis intelligence.First,a database concerning eye diagnosis was established based on self-su-pervised learning so as to solve the issues related to the lack of standardized and precisely la-beled data.Next,the cross-modal understanding and generation of deep neural network models to address the problem of lacking multi-modal information analysis.Last,the build-ing of data-driven models for eye diagnosis to tackle the issue of the absence of syndrome dif-ferentiation models.In summary,research on intelligent eye diagnosis has great potential to be applied the surge of AI model applications.
2.Syndrome Differentiation from Micro to"Near-micro":Origins,Controversies and Prospects
Liqin ZHONG ; Dan SHENG ; Wanghua LIU ; Zhixi HU ; Qinghua PENG ; Weixiong JIAN ; Yingjie WU ; Yanjie WANG ; Shuyue FU ; Hao LIANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(3):8-12
As an emerging discipline that combines traditional diagnostic methods with modern scientific technology,micro syndrome differentiation has good prospects for development,but there are some controversies in the research process.Based on ancient and modern literature,this article reviewed the origin and flow of research on micro syndrome differentiation,and summarized the problems to be improved in the process of research on micro syndrome differentiation from three aspects:application of disease type,guiding ideology and micro indicators.Based on this,the article further expounded the new thinking on"near-micro"syndrome differentiation from three aspects:connotation,scope of application,and links to traditional identification and micro-identification,and pointed out that the modern medical detection basis should be incorporated into the field of TCM syndrome differentiation,and at the same time,it should be based on the overall thinking mode of TCM,which would provide a new idea for the development of modern TCM diagnosis technology.
3.Effect of adipose-derived stem cell-derived exosomes on migration ability of macrophages in vitro
Bo YUAN ; Jiayi XIE ; Siyu JIANG ; Yajun MENG ; Qinghua ZHU ; Xiaofei LI ; Xiumei FU ; Lide XIE
Journal of Jilin University(Medicine Edition) 2024;50(3):718-727
Objective:To discuss the effect of adipose-derived stem cell-derived exosomes(ADSC-Exos)on the migration ability of the macrophages RAW264.7,and to clarify its role in promoting function of the macrophages.Methods:The adipose tissue adjacent to epididymis of the SD rats was isolated to perform primary culture of the adipose-derived stem cells(ADSCs).The adipogenic and osteogenic differentiation induction was conducted,and the multidirectional differentiation potential of the ADSCs was detected by oil Red O and Alizarin red staining.Western blotting and immunofluorescence methods were used to detect the positive expressions of the ADSCs markers CD29 and CD44;the ADSC-Exos were extracted by Exos isolation kit,and the morphology,size,and distribution of particle size of the ADSC-Exos were examined by transmission electron microscope and nanoparticle tracking analyzer;the expression levels of exosome-specific markers CD9 and TSG101 proteins in the ADSC-Exos were detected by Western blotting method;the uptake of ADSC-Exos by the macrophages was observed by tracing method.The macrophages RAW264.7 were divided into control group,10 mg·L-1 ADSC-Exos group,20 mg·L-1 ADSC-Exos group,and 40 mg·L-1 ADSC-Exos group.The activities of the macrophages in various groups were detected by 5-ethynyl-2'-deoxyuridine(EdU)staining;the number of migration macrophages in various groups was detected by Transwell chamber assay;the adhesion of macrophages in various groups was observed by fluorescence microscope.Results:After 24 h of primary culture,the ADSCs adhered to the wall and exhibited scattered,elongated shapes;after 7 d of culture,the adherent cells showed a comb-like,vortex-like orderly arrangement,resembling fibroblasts;after 10 passages,the irregular morphology of the ADSCs and decreased proliferation rate were found.The isolated ADSCs showed potential for the osteogenic and adipogenic differentiation,and the expressions of CD29 and CD44 proteins were positive.The transmission electron microscope observation resuls showed that the ADSC-Exos appeared disc-shaped,and the main peak of particle size distribution was around 132 nm.The CD9 and TSG101 proteins were positively expressed in the ADSC-Exos,indicating successful extraction.The fluorescence microscope results showed red fluorescence signals around the nuclei of the RAW264.7 cells,indicating the uptake of ADSC-Exos by the macrophages.Compared with control group,the rates of EdU positive cells in 10,20,and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05);compared with 10 mg·L-1 ADSC-Exos group,the rate of EdU positive cells in 20 mg·L-1 ADSC-Exos group was significantly increased(P<0.05).Compared with control group,the numbers of migration cells in 10,20,and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05);compared with 10 mg·L-1 ADSC-Exos group,the numbers of migration cells in 20 and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05).Compared with control group,the numbers of the adherent macrophages in 10,20,and 40 mg·L-1 ADSC-Exos groups were significantly increased(P<0.05);compared with 10 mg·L-1 ADSC-Exos group,the number of adherent macrophages in 20 mg·L-1 ADSC-Exos group was significantly increased(P<0.05).Conclusion:The ADSC-Exos can be internalized by the macrophages and they can enhance the migration ability of the macrophages by affecting the cell adhesion.
4.An intervention study of right unilateral modified electroconvulsive therapy for major depressive disorder
Pei TAN ; Yixiao FU ; Qinghua LUO ; Lian DU ; Tian QIU ; Haitang QIU
Chinese Journal of Nervous and Mental Diseases 2024;50(6):337-342
Objective To explore the effect and safety of right unilateral modified electroconvulsive therapy(RUL-MECT)for major depressive disorder patients(MDD).Methods A randomized controlled trial was conducted on 70 patients with MDD who were randomly divided into a study group and a control group.The study group underwent age-based RUL-MECT,while the control group underwent bitemporal MECT.The participants were evaluated using the 17-item Hamilton depression scale(HAMD-17),MATRICS consensus cognitive battery(MCCB)and orientation recovery tests(ORT).Any adverse reactions that occurred during each intervention process were recorded.Results Before treatment,there were no significant differences in the HAMD-17(32.89±5.68 vs.33.54±4.78)between the two groups(P>0.05).The HAMD-17 score of the intervention group was 6.83±4.68,while the control group was 7.20±4.60 after 8 interventions,repeated measures analysis of variance showed the time effect(P<0.001)was significant.The intergroup effect and interaction effect was not significant(P>0.05).In terms of MCCB scores,there were significant main effect(P<0.001)in connectivity tests,symbol coding,language memory,spatial breadth,number sequence,maze test,visual memory,emotional management and the duration of continuous operation.The intergroup effects of language memory,number sequence,visual memory,speech fluency,and continuous operation were significant(P<0.05).The interaction effect of language memory and continuous operation were significant(P<0.05).After the intervention,the recovery of orientation time was significantly shorter in the study group than that in the control group[(508.57±104.48)s vs.(631.66±212.27)s](P<0.05).The incidence of adverse reactions between two groups(28.6% vs.40.0% )has no significance(P>0.05).Conclusions Compared with bitemporal MECT,RUL-MECT has comparable efficacy in treating depressant and better performance in improving cognitive function and recovery of orientation.
5.Genotyping identification and sequence analysis of ABO ambiguous blood group in 20 cases
Qiuyan LIN ; Jinping ZHANG ; Zhenyu HUANG ; Qinghua HUANG ; Liping FAN ; Danhui FU ; Haobo HUANG
Chinese Journal of Blood Transfusion 2023;36(1):8-10
【Objective】 To study the genotypes of ABO ambiguous blood group samples(n=20) and identify their molecular biological characteristics. 【Methods】 The serological phenotype of the samples was analyzed by serological techniques. Seven exons of ABO gene were amplified by polymerase chain reaction (PCR) and the PCR products were directly sequenced; the genotypes and sequences of ABO subtypes were analyzed. 【Results】 The serological phenotypes of 20 samples presenting ABO ambiguous blood group were as follows: weak A antigen (n=5), weak A antigen combined with anti-A1 antibody (n=5), normal A antigen combined with anti-A1 antibody (n=2), weak B antigen (n=8). The genotypes of them were as follows: Ax02/O01 (n=3), Ael07/O01 (n=2), B313/O01 (n=2), A204/O02 (n=1), A220/O01 (n=1), Ael07/O02 (n=1), Ael02/O01 (n=1), Ael02/O02 (n=1), Ax03/O01 (n=1), Ax03/O02 (n=1), B313/O02 (n=1), B302/O01 (n=1), B302/O02 (n=1), Bw19/O02 (n=1), A102/B313 (n=1) and A101/Bw37 (n=1). 【Conclusion】 ABO genotyping technology can accurately identify the ambiguous blood group of samples, provide definite genetic information of blood group and ensure the safety of clinical transfusion.
6.Research on an integrated community-based chronic disease management model driven by massive databases
Minna CHENG ; Sheng ZHANG ; Mengyun SUI ; Yang ZHENG ; Kai GU ; Yuheng WANG ; Qinghua YAN ; Yanyun LI ; Xiaohua YING ; Yan SHI ; Chen FU
Shanghai Journal of Preventive Medicine 2022;34(11):1079-1084
China’s chronic disease management suffers from problems such as unclear institutional function, insufficient information technology application, and weak regulation support. On the basis of current chronic disease management condition in China, this paper proposes to apply the concept of “people-centered” integrated health management to community chronic disease management and discusses the content and procedure of establishing an integrated community-based chronic disease management model driven by massive databases. The model innovatively combines technology integration, data integration and service integration, and can accurately and efficiently realize the "people-centered" full-course health management of various chronic diseases. Shanghai has provided integrated community-based chronic disease management service for 1.98 million citizens through applying this model. The model warrants further effectiveness and economic evaluation. This study provides precious experience for the development of chronic disease prevention and treatment in China.
7.Chinese experts′ consensus statement on diagnosis, treatment and prevention of Group A Streptococcus infection related diseases in children
Dingle YU ; Qinghua LU ; Yuanhai YOU ; Hailin ZHANG ; Min LU ; Baoping XU ; Gang LIU ; Lin MA ; Yunmei LIANG ; Ying LIU ; Yaoling MA ; Yanxia HE ; Kaihu YAO ; Sangjie YU ; Hongmei QIAO ; Cong LIU ; Xiaorong LIU ; Jianfeng FAN ; Liwei GAO ; Jifeng YE ; Chuanqing WANG ; Xiang MA ; Jianghong DENG ; Gen LU ; Huanji CHENG ; Wenshuang ZHANG ; Peiru XU ; Jun YIN ; Zhou FU ; Hesheng CHANG ; Guocheng ZHANG ; Yuejie ZHENG ; Kunling SHEN ; Yonghong YANG
Chinese Journal of Applied Clinical Pediatrics 2022;37(21):1604-1618
Group A Streptococcus (GAS) is a very important pathogen, especially for children.On a global scale, GAS is an important cause of morbidity and mortality.But the burden of disease caused by GAS is still unknown in China and also has not obtained enough attention.For this purpose, the expert consensus is comprehensively described in diagnosis, treatment and prevention of GAS diseases in children, covering related aspects of pneumology, infectiology, immunology, microbiology, cardiology, nephrology, critical care medicine and preventive medicine.Accordingly, the consensus document was intended to improve management strategies of GAS disease in Chinese children.
8.Expression of CDK5 and its correlation with peripheral inflammation-related cells and prognosis in colon cancer patients
Qinghua WANG ; Ruihua YIN ; Bin HU ; Bingjing JIANG ; Zhihui DAI ; Wanfen TANG ; Xia ZHANG ; Shishi ZHOU ; Jianfei FU
Chinese Journal of General Surgery 2021;36(10):774-778
Objective:To identify the clinical significance of CDK5 in colon cancer tissues.Methods:Two hundred colon cancer tissues were tested for CDK5 expression by immunohistochemistry on tissue microarrays. The correlation between CDK5 expression and clinicopathological features, prognosis and peripheral inflammation-related cells was analyzed.Results:CDK5 was low expressed in 100 cases (50.0%), and high in another 100 cases (50.0%). Longer time to tumor progression ( P=0.026) and overall survival ( P=0.035) were observed in patients with high CDK5 expression. By multivariate analysis , the expression of CDK5 was an independent risk factor for poor prognosis ( HR=0.45,95% CI: 0.21-0.99, P=0.049). The expression of CDK5 was not related to the counts of white blood cells and neutrophils ( P>0.05). Prognosis of patients with a positive lymph node ratio less than 0.15 was significantly better than that of patients with a higher lymph node ratio ( P<0.001). Conclusions:Patients with low CDK5 expression have poor prognosis, and CDK5 expression is not related to the counts of peripheral white blood cells and neutrophils.
9. Expert consensus on emergency medicine procedure optimization guided by routine prevention and control strategy for COVID-19
Weiyong SHENG ; Biao CHEN ; Shanjie FAN ; Zhuanglin ZENG ; Ying ZHOU ; Kunpeng HUANG ; Xing CHENG ; Chunyan CAO ; Banghong DA ; Ning ZHOU ; Qidi ZHOU ; Qinghua WANG ; Jun GUO ; Peng SUN ; Chuanzhu LV ; Chuanzhu LV ; Chuanzhu LV ; Xiaoling FU ; Xiaoling FU ; Jinxiang ZHANG
Asian Pacific Journal of Tropical Medicine 2021;14(4):146-156
The outbreak of coronavirus disease 2019 (COVID-19) was declared a global public health emergency on 31 January 2020. Emergency medicine procedures in Emergency Department should be optimized to cope with the current COVID-19 pandemic by providing subspecialty services, reducing the spread of nosocomial infections, and promoting its capabilities to handle emerging diseases. Thus, the Chinese Society of Emergency Medicine and Wuhan Society of Emergency Medicine drafted this consensus together to address concerns of medical staffs who work in Emergency Department. Based on in-depth review of COVID-19 diagnosis and treatment plans, literatures, as well as management approval, this consensus proposes recommendations for improving the rationalization and efficiency of emergency processes, reducing the risk of nosocomial infections, preventing hospital viral transmission, and ensuring patient safety.
10.Comparison between modified percutaneous vertebroplasty and conventional percutaneous vertebro-plasty for Kümmell disease
Chaohua FU ; Xiongjian JIANG ; Zhaozong FU ; Ying QIN ; Yongbin LAO ; Shanshan XIANG ; Xiangwei YUAN ; Qinghua XIE ; Hongjun LEI ; Zhongxian CHEN
Chinese Journal of Orthopaedic Trauma 2020;22(4):329-333
Objective:To compare the clinical outcomes between modified percutaneous kyphoplasty (PKP) and conventional PKP in the treatment of Kümmell disease.Methods:A retrospective cohort study was conducted of the 57 patients with single level kummell disease who had undergone PKP between January 2015 and December 2017 at Department of Spinal Surgery, Jiangmen Hospital Affiliated to Sun Yat-sen Uni-versity.Of them, 36 received modified PKP and 21 conventional PKP.In the modified PKP group, there were 24 males and 12 females with an age of 73.9 years±9.4 years and a course of disease of 2.2 months±1.5 months; the disease was located at a thorocic vertebra in 20 cases and at a lumbar vertebra in 16.In the conventional PKP group, there were 15 males and 6 females with an age of 72.6 years±11.9 years and a course of disease of 1.8 months±1.1 months; the disease was located at a thorocic vertebra in 10 cases and at a lumbar vertebra in 11.The 2 groups were compared in terms of operation time, bone cement volume, cement leakage, visual analogue scale (VAS), Oswestry disability index (ODI), anterior and middle heights and cobb angle of injured vertebra at postoperative 3 days, 1 and 3 months, and final follow-up.Results:There were no significant differences in the general clinical data between the 2 groups, showing compatibility between groups ( P>0.05).All the operations were accomplished uneventfully with no such serious complications as spinal cord nerve injury, wound infection, pulmonary embolism, bone cement poisoning reaction or death. There was no significant difference between the 2 groups in operation time or bone cement volume ( P>0.05).The rate of cement leakage in the modified PKP group [33.3%(9/27)] was significantly lower than that [52.4%(11/21)] in the conventional PKP group ( P<0.05).There were no significant differences be-tween the 2 groups in VAS, ODI, anterior or middle height of injured vertebra or cobb angle at postoperative 3 days or one month ( P>0.05), but the postoperative values were improved compared to the preoperative ones.At postoperative 3 months and final follow-up, the modified PKP group was significantly better in all the indexes than the conventional PKP group ( P<0.05). Conclusion:Compared with conventional PKP, the modified PKP may lead to better outcomes for Kümmell disease.

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