1.Survey on knowledge, attitude, practice, and demand regarding artificial intelligence application among family physician team medical staff
Shuai LIU ; Chenjing LIU ; Huawei ZHANG ; Muzappar MUHTAR ; Wei WANG ; Bei YAN ; Qingwang LAI ; Qingzhen LONG
Chinese Journal of General Practitioners 2025;24(8):960-969
Objective:To investigate the knowledge, attitudes, practices (KAP), and demands of medical staff in family physician teams regarding the application of artificial intelligence (AI) in contracted services, and to analyze the influencing factors.Methods:A cross-sectional study was conducted from June to July 2023. A total of 602 medical staff members from family physician teams in Shanghai Minhang District were selected as subjects. Data on demographics (age, gender, institution, position, education, work experience, household registration, professional title, marital status, fertility status) and KAP/demand regarding AI application in contracted services were collected using a self-designed questionnaire. Intergroup differences were analyzed. Multiple stepwise linear regression was employed to identify the main factors influencing AI application demand.Results:Among the 602 participants, 484 (80.4%) were aged 30-49 years, 466 (77.40%) were females, 559 (92.9%) held a bachelor′s degree or higher, and 505 (83.9%) had intermediate or senior professional titles. The awareness rate for knowledge, positive attitude rate, and practice implementation rate regarding AI application were 47.2% (284/602), 73.1% (440/602), and 32.1% (193/602), respectively. The mean scores for knowledge, attitude, and practice were 15.72±3.40, 18.34±3.41, and 14.60±3.89, respectively. Significant differences were found among the items within each KAP dimension (knowledge: F=7.688, P<0.001; attitude: F=5.106, P<0.001; practice: F=6.763, P<0.001). Within knowledge, item K3 (awareness of intelligent elderly monitoring devices) scored lowest (3.00±0.79), differing significantly from K1, K2, K4, and K5 (all P<0.05). Within attitude, item A5 (willingness to fully trust AI′s accuracy and convenience in contracted services) scored lowest (3.57±0.75), differing significantly from A3 and A4 (all P<0.05). Within practice, item P3 (increasing reliance on AI in daily contracted services) scored lowest (2.79±0.93), differing significantly from P1 and P2 (all P<0.05). KAP scores differed significantly across demographic subgroups. Knowledge scores differed significantly by age, gender, and marital status (all P<0.05). Attitude scores differed significantly by gender, household registration, and fertility status (all P<0.05). Practice scores differed significantly by gender, position, and marital status (all P<0.05). Regarding demand, the most frequently selected areas were follow-up services (28.74%, 173/602), data management (26.25%, 158/602), and data collection (25.42%, 153/602). Univariate analysis identified age, gender, education, professional title, fertility status, and KAP scores as significant factors influencing AI application demand (all P<0.05). Multiple stepwise linear regression revealed that older age ( t=3.905, P<0.001), female gender ( t=3.548, P<0.001), and higher practice scores ( t=-3.044, P=0.002) were significant predictors of greater AI application demand. Conclusions:Significant variations exist in the KAP levels regarding AI application among family physician team members. Gender, age, and practice behavior significantly influence demand. Tailored strategies for different subgroups, coupled with timely targeted training and practical exercises, are recommended to enhance the effective and widespread adoption of AI technology in family physician contracted services.
2.Survey on knowledge, attitude, practice, and demand regarding artificial intelligence application among family physician team medical staff
Shuai LIU ; Chenjing LIU ; Huawei ZHANG ; Muzappar MUHTAR ; Wei WANG ; Bei YAN ; Qingwang LAI ; Qingzhen LONG
Chinese Journal of General Practitioners 2025;24(8):960-969
Objective:To investigate the knowledge, attitudes, practices (KAP), and demands of medical staff in family physician teams regarding the application of artificial intelligence (AI) in contracted services, and to analyze the influencing factors.Methods:A cross-sectional study was conducted from June to July 2023. A total of 602 medical staff members from family physician teams in Shanghai Minhang District were selected as subjects. Data on demographics (age, gender, institution, position, education, work experience, household registration, professional title, marital status, fertility status) and KAP/demand regarding AI application in contracted services were collected using a self-designed questionnaire. Intergroup differences were analyzed. Multiple stepwise linear regression was employed to identify the main factors influencing AI application demand.Results:Among the 602 participants, 484 (80.4%) were aged 30-49 years, 466 (77.40%) were females, 559 (92.9%) held a bachelor′s degree or higher, and 505 (83.9%) had intermediate or senior professional titles. The awareness rate for knowledge, positive attitude rate, and practice implementation rate regarding AI application were 47.2% (284/602), 73.1% (440/602), and 32.1% (193/602), respectively. The mean scores for knowledge, attitude, and practice were 15.72±3.40, 18.34±3.41, and 14.60±3.89, respectively. Significant differences were found among the items within each KAP dimension (knowledge: F=7.688, P<0.001; attitude: F=5.106, P<0.001; practice: F=6.763, P<0.001). Within knowledge, item K3 (awareness of intelligent elderly monitoring devices) scored lowest (3.00±0.79), differing significantly from K1, K2, K4, and K5 (all P<0.05). Within attitude, item A5 (willingness to fully trust AI′s accuracy and convenience in contracted services) scored lowest (3.57±0.75), differing significantly from A3 and A4 (all P<0.05). Within practice, item P3 (increasing reliance on AI in daily contracted services) scored lowest (2.79±0.93), differing significantly from P1 and P2 (all P<0.05). KAP scores differed significantly across demographic subgroups. Knowledge scores differed significantly by age, gender, and marital status (all P<0.05). Attitude scores differed significantly by gender, household registration, and fertility status (all P<0.05). Practice scores differed significantly by gender, position, and marital status (all P<0.05). Regarding demand, the most frequently selected areas were follow-up services (28.74%, 173/602), data management (26.25%, 158/602), and data collection (25.42%, 153/602). Univariate analysis identified age, gender, education, professional title, fertility status, and KAP scores as significant factors influencing AI application demand (all P<0.05). Multiple stepwise linear regression revealed that older age ( t=3.905, P<0.001), female gender ( t=3.548, P<0.001), and higher practice scores ( t=-3.044, P=0.002) were significant predictors of greater AI application demand. Conclusions:Significant variations exist in the KAP levels regarding AI application among family physician team members. Gender, age, and practice behavior significantly influence demand. Tailored strategies for different subgroups, coupled with timely targeted training and practical exercises, are recommended to enhance the effective and widespread adoption of AI technology in family physician contracted services.
3.Application of CT-guided intracavitary/freehand interstitial brachytherapy in radical radiotherapy for cervical cancer
Yang LI ; Mengyu LIU ; Ping YIN ; Yue LI ; Chenjing ZHU ; Li LIN ; Siyu ZHANG ; Zhihua SUN ; Hanzi XU
Chinese Journal of Radiological Health 2024;33(4):447-453
Objective To investigate the clinical application of three-dimensional intracavitary/free-hand interstitial brachytherapy technique in radical radiotherapy for cervical cancer. Methods A retrospective study was conducted on the clinical data of patients with cervical cancer who underwent radical radiotherapy using CT-guided three-dimensional intracavitary/free-hand interstitial brachytherapy technique in The Affiliated Cancer Hospital of Nanjing Medical University from April 2019 to September 2021. The short-term efficacy and adverse reactions were analyzed, and the independent predictors affecting short-term efficacy were evaluated by logistic risk regression model. Results A total of 182 patients were included, and all patients successfully completed the treatment. Clinical efficacy assessment performed 3 months after treatment revealed an overall response rate of 90.65%; the incidence of grade 3 and 4 adverse reactions in the lower gastrointestinal tract was 4.4% during treatment. After reclassifying stage IIIC patients according to the International Federation of Gynecology and Obstetrics (FIGO) 2009 staging system and including factors affecting the stage, it was found that the tumor volume before brachytherapy was the main factor affecting the clinical efficacy of patients at this stage (P = 0.004). Conclusion As a key method in radical radiotherapy for cervical cancer, three-dimensional intracavitary/free-hand interstitial brachytherapy technique is safe and effective and can be quickly popularized in primary hospitals beyond regional cancer centers for cervical cancer brachytherapy.
4.Effect of Reduning Injection, Shenfu Injection Combined with Gefitinib on Proliferation, Stemness Characteristics and Metabolism of Non-small Cell Lung Cancer Cells
Zhenzhen XIAO ; Yanjuan ZHU ; Yaya YU ; Lina DING ; Changju MA ; Chenjing LEI ; Yihong LIU ; Xuesong CHANG ; Yadong CHEN ; Haibo ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(18):45-53
ObjectiveTo compare and observe the effect of Reduning injection (mainly clearing heat), Shenfu injection (mainly warming Yang) combined with gefitinib on the proliferation, apoptosis, stemness characteristics and metabolism of lung cancer cells. MethodDifferent non-small cell lung cancer (NSCLC) cell lines were selected and intervened with gefitinib (5, 10, 20 μmol·L-1), Reduning injection (0.6%, 0.9%), Shenfu injection (0.6%, 0.9%), gefitinib combined with Reduning injection, and gefitinib combined with Shenfu injection. Cell proliferation in each group was detected by cell counting kit-8 (CCK-8) assay, and cell apoptosis was detected by flow cytometry. The mRNA and protein expressions of lung cancer stem cell markers sex determining region Y-box 2 (Sox2) and aldehyde dehydrogenase family 1 member A1 (ALDH1A1) were determind by real-time quantitative polymerase chain reaction (Real-time PCR) and Western blot, respectively. The redox ratio of lung cancer cells was observed by femtosecond label-free imaging (FLI) and energy metabolism instrument was used to determine the glycolysis level in cells. ResultCompared with the blank group, Reduning injection reduced the survival rate of lung cancer cells (P<0.05), increased the apoptosis rate (P<0.05), down-regulated the mRNA and protein expressions of Sox2 and ALDH1A1 (P<0.05), and up-regulated the redox ratio of cells (P<0.05), while Shenfu injection exerted no remarkable effect on the above indexes. In addition, compared with gefitinib alone, Reduning injection combined with gefitinib inhibited the survival rate of lung cancer cells (P<0.05), promoted the cell apoptosis (P<0.05), down-regulated the mRNA and protein expressions of Sox2 and ALDH1A1 (P<0.05), up-regulated the redox ratio of cells (P<0.05), and lowered the proton efflux rate of glycolysis (P<0.05), while Shenfu injection combined with gefitinib failed to affect these indexes of lung cancer cells significantly. ConclusionReduning injection may inhibit stemness characteristics of tumor cells by regulating their metabolism to enhance the proliferation-inhibiting and pro-apoptotic effects of gefitinib on lung cancer cells, while Shenfu injection had no significant enhancing effect on gefitinib. This indicates that epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) should be used in combination with heat-clearing Chinese medicines.
5.Clinical analysis of adult oculomoclonus-myoclonus syndrome with vertigo
Ye LIN ; Chenjing SUN ; Chao WEI ; Ying LIN ; Mengyang LIU ; Jiaqi LIU ; Qiang SHI
Chinese Journal of Internal Medicine 2023;62(11):1341-1345
The clinical manifestation, physical and laboratory examination, electrophysiological, and imaging data of 2 female adult OMS patients with vertigo were analyzed at the Department of Neurology of the First Medical Center of Chinese PLA General Hospital from February 2021 to March 2022. The treatment strategy and clinical outcome were followed up. The two female patients were aged 42 and 66 years. Anti-NMDA receptor antibody and anti-GABAB receptor antibody were detected in serological screening, respectively. The two patients met the diagnostic criteria for OMS, and one was screened for breast tumor. The clinical symptoms of the two patients were relieved after immunomodulation therapy. OMS is a group of rare clinical syndromes; its clinical evaluation process should be standardized and the etiology should be actively searched for.
6.Characteristics analysis of families of retinal vascular disease with leukoencephalopathy and systemic damage
Li AN ; Sheng YAO ; Xiaochen HAN ; Chenjing SUN ; Jianguo LIU
Chinese Journal of Nervous and Mental Diseases 2023;49(11):641-647
Objective To investigate the clinical data,brain pathology and molecular genetic characteristics of retinal vascular disease families with leukoencephalopathy and systemic damage.Methods The clinical data of two families of RVCL-S(retinal vasculopathy with cerebral leukoencephalopathy and systemic manifestations,RVCL-S)were collected and family maps were drawn to analyze the clinical manifestations,imaging,brain pathology and molecular genetic characteristics.Results Family 1:there were 3 male cases and the age of onset was 10 years,29 years and 40 years,respectively.Family 2:there was one male case and the age of onset was 32 years.Both families presented with retinal vascular disease,leukoencephalopathy and multi-system damage,the latter including liver,kidney and digestive tract involvement.There were 4 asymptomatic carriers in two families.The cranial CT of family 1-Ⅱ2 showed lamellar low density near the posterior corner of the left ventricle with multiple intracranial high density calcification.Brain MRI plain scan showed lateral ventricle lesions.The brain MRI plain and enhancement scans of family 1-I5 showed frontotemporal cortex lesions with peripheral edema and space occupying effect,and the ring enhancement was remarkable.The brain MRI plain scan and enhancement scan of family 2-Ⅱ1 showed the right and left frontal lobe lesions,accompanied by peripheral edema and enhancement,and the occupying effect was obvious.The operative pathology of brain tissue from family 1-I5 showed endothelial cell hyperplasia.The pathological manifestations of family 2-Ⅱ1 encephalopathy were consistent with"cerebral infarction"after two operations.The small blood vessels in the small intestinal wall showed endothelial cell proliferation.Molecular genetics:TREX1 D272Rfs heterozygous mutation was present in family 1-Ⅱ2,and his offspring including two daughters and one son were asymptomatic mutation carriers.TREX1 S246Ifs heterozygous mutation was detected in the 2-Ⅱ1 gene of the family which was not found in either the father or the mother found the mutation,and the son was asymptomatic carrier of the mutation.Conclusion The main clinical manifestations of RVCL-S are retinal vascular disease,nervous system involvement and multi-system damage.Imaging findings showed that intracranial lesions were space-occupying,accompanied by peripheral edema and enhancement.The pathological features were small vessel endothelial cell proliferation and lumen stenosis.Genetic results confirmed the presence of TREX1 gene mutation.
7.Correlation between genotype and pathogen in chronic granulomatous disease
Weiling LIANG ; Hanguang LI ; Chenjing LIU ; Gong ZHONG ; Qian WU ; Xiaoquan LIU ; Jianliang CHEN ; Yulung LAU ; Pamela LEE ; Huawei MAO ; Jin YANG
Chinese Journal of Applied Clinical Pediatrics 2021;36(5):364-368
Objective:To summarize the clinical characteristics, common images, pathogens, and gene mutation types of chronic granulomatosis disease (CGD) in 19 children.Methods:The clinical manifestations, laboratory findings, treatment, and prognosis of 19 patients diagnosed with CGD in Hong Kong University-Shenzhen Hospital from December 2012 to December 2018 were analyzed.Results:The 19 patients were all males and confirmed as CGD by the dihydrorhodamine test and gene sequencing.The age of the first infection was mostly 1 month after birth(13 cases), and the age of clinical diagnosis ranged from 2 months to 10 years.Sixteen mothers were carriers.The patients presented with pulmonary fungal infection (19/19 cases), Bacillus Calmette Guerin (BCG)-osis (14/19 cases), lymphadenitis (14/19 cases), perianal abscess (9/19 cases), skin abscess (5/19 cases) and ulcerative colitis (2/19 cases). There were 59 positive cultures.Pathogens included fungi (9 cases), Klebsiella pneumonia (8 cases), mycobacteria (7 cases), Streptococcus Viridans (5 cases), Escherichia coli (3 cases), gram-positive bacteria (3 cases), Staphylococcus aureus (3 cases), and Burkholderia cenocepacia (2 cases). Gene mutations were found in all 19 patients, including 17 cases of CYBB, 1 case of CYBA and 1 case of NCF2.The type of mutations included nonsense mutations (6 cases), deletion mutations (5 cases, including 2 large fragment deletions), splice mutations (3 cases) and missense mutations (5 cases). Five mutations were novel.Splice mutations in 3 cases often led to skin abscess, perianal abscess and lymphadenitis.Two patients with large deletion mutations had more serious infection than other patients. Conclusions:In China, CGD is characterized with pulmonary infection and disseminated BCG-osis.Mycobacteria are common pathogens of CGD, and fungi are dominant pathogens of CGD.The most common infection is respiratory infection. Klebsiella pneumonia and Escherichia coli often lead to perianal abscess.The relationship between gene mutation types and clinical phenotypes requires further verification by big data.
8.An investigation of Kaschin-Beck disease in Shaanxi Province in 2018
Gangyao XU ; Xianni GUO ; Chenjing LI ; Chan LIU ; Cheng LI
Chinese Journal of Endemiology 2019;38(8):638-640
Objective To master the basic conditions of Kaschin-Beck disease areas and patients in Shaanxi Province,and provide a theoretical basis for prevention and control of Kaschin-Beck disease.Methods In 2018,the basic situation of the villages in Kaschin-Beck disease areas of Shaanxi Province and the implementation of prevention and control measures were investigated.The data of general population information,condition and treatment were collected from all the disease affected villages.Results The Kaschin-Beck disease areas of Shaanxi Province involves 4 194 disease affected villages in 62 counties.Among them,3 886 villages had completed the whole village water reform,215 villages changed some of the water,and 93 villages had not changed water;there were 3 835 disease affected villages met the hygienic standard of drinking water,accounting for 91.44%.A total of 60 157 patients with Kaschin-Beck disease were diagnosed.The male-female ratio was 1.0:0.9 (31 531:28 626).The age of the patients was mainly between 40 and 65 years old.There were no new cases of children.Among them,38 448 were degree Ⅰ patients,18 589 were degree Ⅱ patients and 3 120 were degree Ⅲ patients.The occupational distribution of patients was mainly peasant,with 59 703 cases,accounting for 99.25%.The distribution of education was mainly primary school,with 31 108 cases,accounting for 51.71%.There were 876 patients who had completed surgery and 23 284 patients who had been treated with long-term medication.Conclusions In recent years,there is no new case of Kaschin-Beck disease in children in Shaanxi Province.However,the condition of Kaschin-Beck disease in adults is serious,and great efforts should be made in rescue.
9.Study on Law of Heat Transfer in Zusanli During the Process of Moxibustion at Different Acupoints
Jianan CAO ; Dingyan BI ; Chenjing LI ; Xuemei XU ; Xiaorong CHANG ; Mailan LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2018;20(9):1571-1578
Objectvie: To observe the law of heat transfer in Zusanli during the process of moxibustion. Methods: Thetemperature change of Zusanli was detected by self-made high-precision temperature sensor while moxibustion on lowerextremities acupoints on six meridians of foot in healthy volunteers for fifteen minutes, the temperature change curve andtemperature change rate curve were drawn with Origin software. Results: Temperature change curve of Zusanli was thebiggest when moxibustion on acupoints in stomach meridian of foot yangming, especially for Shangjuxu acupoint.Whenthe acupoints near the level of Zusanli are moxibusted, the temperature change curve of Zusanli changes obviously.Temperature change rate curves of Zusanli were basically in coincidence when moxibustion on lower extremities acupoints on six meridians of foot, and it had a downward trend. Conclusion: Heat transfer between meridians andacupoints have propagated sensation along channel, regional characteristics, consistency of transmission rate, in theprosess of moxibustion.
10.Linezolid resistance in methicillin-resistant Staphylococcus epidermidis strains isolated in Hangzhou ;area
Qiang WANG ; Yin WANG ; Jianfang LIU ; Xuejing CHEN ; Chenjing HUANG ; Aihua SUN ; Jie YAN
Chinese Journal of Microbiology and Immunology 2016;36(8):593-597
Objective To investigate the mechanism of linezolid resistance in methicillin-resistant Staphylococcus epidermidis ( MRSE) strains isolated in Hangzhou area. Methods Twenty-three linezolid-re-sistant Staphylococcus epidermidis ( LRSE) strains were isolated from the patients with septicaemia, urinary tract infection or infectious pleuritis in several hospitals in Hangzhou area during May, 2013 to April, 2015. The minimal inhibition concentrations ( MICs) of thirteen different antibiotics against the LRSE strains were detected by using E-test. Pulsed-field gel electrophoresis ( PFGE) and cluster analysis were performed for homology analysis. Correlations between linezolid resistance in the LRSE strains and G2576T mutation at theⅤ functional region of 23S rRNA gene or cfr gene were determined by PCR and sequencing analysis. Re-sults The MICs of linezolid to 15 LRSE strains were higher than 256 μg/ml while to the other 8 LRSE strains were 6 or 8 μg/ml. All of the 23 LRSE strains were resistant to both oxacillin and cefoxitin. Among the LRSE strains with high linezolid MICs (MIC>256 μg/ml), LRSE1 and LRSE2, LRSE3-LRSE6 and LRSE9-LRSE12 respectively belonged to the same clone line and came from the same hospital. All of the 23 LRSE strains carried the cfr gene. Moreover, the G2576T mutation at theⅤfunctional region of 23S rRNA gene was detected in the 15 LRSE strains with high linezolid MICs ( MIC>256 μg/ml ) , but not in the 8 strains with lower linezolid MICs ( MIC=6 or 8 μg/ml) . Conclusion There are significant differences in linezolid resistance among LRSE strains isolated in Hangzhou area. The LRSE strains are methicillin-resist-ant coagulase negative Staphylococcus ( MRCNS) strains and widely distributed. The linezolid resistance in LRSE strains is related to the G2576T mutation at theⅤfunctional region of 23S rRNA gene and cfr gene.

Result Analysis
Print
Save
E-mail