Objective:To evaluate the cost-effectiveness of Artificial Intelligence(AI)-assisted physician image interpretation in the screening of early-stage lung cancer(stage Ⅰ)from the perspective of the healthcare system,so as to provide evidence for screening strategy optimization.Methods:Based on community populations,a decision tree model was constructed to simulate the cost-effectiveness of two screening strategies:Al-assisted physician image interpretation and independent physician image interpretation,and the Incremental Cost-Effectiveness Ratio(ICER)was calculated.Results:In the basic analysis,the per capita costs of the AI-assisted group and the physician group were 1 483 yuan and 1 489 yuan,respectively,and the effectiveness was 17.02 Quality-Adjusted Life Years(QALYs)and 16.99 QALYs,respectively.Compared with the physician group,the AI-assisted group saved 6 yuan per case and obtained an additional 0.03 QALY per case.The ICER was negative,indicating that the AI-assisted group had an absolute advantage.Threshold analysis showed that when the inspection cost of Al-assisted physician image interpretation increased to 428 yuan per case,the average cost per case was the same between these two groups,and the ICER was 0.When the inspection cost of Al-assisted physician image interpretation was above 428 yuan,the ICER was positive,still demonstrating economic efficiency.Conclusion:AI-assisted image interpretation is cost-effective in the screening of early-stage lung cancer and can facilitate the"early detection,early diagnosis,and early treatment"of lung cancer based on improving the efficiency and accuracy of screening,so as to provide scientific support for health system resource optimization.

Objective:To evaluate the cost-effectiveness of Artificial Intelligence(AI)-assisted physician image interpretation in the screening of early-stage lung cancer(stage Ⅰ)from the perspective of the healthcare system,so as to provide evidence for screening strategy optimization.Methods:Based on community populations,a decision tree model was constructed to simulate the cost-effectiveness of two screening strategies:Al-assisted physician image interpretation and independent physician image interpretation,and the Incremental Cost-Effectiveness Ratio(ICER)was calculated.Results:In the basic analysis,the per capita costs of the AI-assisted group and the physician group were 1 483 yuan and 1 489 yuan,respectively,and the effectiveness was 17.02 Quality-Adjusted Life Years(QALYs)and 16.99 QALYs,respectively.Compared with the physician group,the AI-assisted group saved 6 yuan per case and obtained an additional 0.03 QALY per case.The ICER was negative,indicating that the AI-assisted group had an absolute advantage.Threshold analysis showed that when the inspection cost of Al-assisted physician image interpretation increased to 428 yuan per case,the average cost per case was the same between these two groups,and the ICER was 0.When the inspection cost of Al-assisted physician image interpretation was above 428 yuan,the ICER was positive,still demonstrating economic efficiency.Conclusion:AI-assisted image interpretation is cost-effective in the screening of early-stage lung cancer and can facilitate the"early detection,early diagnosis,and early treatment"of lung cancer based on improving the efficiency and accuracy of screening,so as to provide scientific support for health system resource optimization.

ObjectiveTo explore the function of DANCR during the differentiation of human embryonic stem cells （hESC） toward definitive endoderm （DE）. MethodsThe in vitro DE differentiation system was established and its efficiency was verified. The correlation between the expression level of DANCR and DE differentiation process was detected. Using lentivirus system， we stably knocked down DANCR in hESC. The shDANCR hESC line was applied to DE differentiation， using qPCR and Western blot to detect the expression of DE marker genes SOX17 and FOXA2， and that of primitive streak marker genes Brachyury （T）， EOMES， MIXL1 and GSC. Dual luciferase reporter assay and qPCR were used to confirm the interaction between DANCR and the WNT pathway during DE differentiation. ResultsThe in vitro differentiation system mimicked DE differentiation efficiently. And the expression of DANCR was gradually downregulated during differentiation. DANCR was efficiently knocked down in the shDANCR hESC line （P < 0.001）. Compared with those in the control group， the expression levels of primitive markers Brachyury （T）， EOMES， MIXL1 and GSC， as well as DE markers SOX17 and FOXA2， were significantly decreased in shDANCR groups （P < 0.05）. Furthermore， the transcriptional activity of the WNT pathway in shDANCR groups was lower than that in the control group （P < 0.05）. And RNA levels of downstream genes of the WNT pathway， FZD5， FZD8， SFRP1， FRZB and ANKRD6， were significantly decreased in shDANCR groups （P < 0.05）. However， differences in protein levels of the TGFβ pathway effectors SMAD2/3 and p-SMAD2 were statistically insignificant in shDANCR and control groups （P > 0.05）. Forced activation of β-CATENIN rescued DANCR knock down-induced deficiency in DE differentiation. ConclusionsThe expression of DANCR decreases during DE differentiation. DANCR may promote DE differentiation through modulating the activity of the WNT pathway.

Objective From the perspective of health economics, to evaluate 23 pneumococcal polysaccharide vaccination programme among chronic obstructive pulmonary disease (COPD) patient. Methods In the pilot counties of the project of integrated care pathway for COPD patient (Hanbin district of Hanzhong city in Shanxi Province, Qianjian district of Qingqing city, Huandao district of Qindao city in Shangdong Province, Wen county of Jiaozuo city in Henan Province), information of insurance participants of New Rural Cooperative Medical System (NRCS) was collected by local NRCM information system, which included general information as well as records of medical care and medical fee. Nonprobability sampling method was applied to select a total of 860 objects, who were over 60 years old with local household registration, hospitalized within one recent year due to COPD acute exacerbation, and without vaccination of 23 voluntary pneumococcal polysaccharide vaccine within 3 years. A quasi-experimental design without control group was adopted. Objects were vaccinated with 23-valent pneumococcal polysaccharide vaccine from January to December in 2013, then were followed up from January in 2014 for one year. Data of effectiveness and medical cost was collected by self-designed questionnaire and (Chinese version). Paired rank sum test applied to test the difference of quality of life, number and direct medical cost of treatment (including outpatient treatment and hospitalization) due to COPD acute exacerbation, one year before and after intervention. The incremental cost-effectiveness ratio (ICER) and cost-benefit ratio (CBR) of the programme were calculated. Results By January 2014, eight hundred sixty objects were vaccinated. By January 2015, seven hundred eighty eight objects were followed up, with 72 cases withdrawed (8.4%). On average, COPD patients reduced 1.12±2.51 treatments due to acute exacerbation, including 0.28±2.09 outpatient treatments and 0.85±1.15 hospitalizations. Total medical cost was saved by 3 610.21 per capita yuan, including outpatient cost of 241.41 yuan and hospitalization cost of 269.82 yuan; Quality of life was gained by 0.03 QALY gain per capita. The ICER was dominant and CBR was 12.00. Conclusion COPD patients vaccinated with 23-valent pneumococcal polysaccharide vaccine within one year reduced treatments due to acute exacerbation. The vaccination was cost effective and cost saving , and we suggest the vaccine should be covered in the public health program or health insurance scheme in conditional region.

Objective From the perspective of health economics, to evaluate 23 pneumococcal polysaccharide vaccination programme among chronic obstructive pulmonary disease (COPD) patient. Methods In the pilot counties of the project of integrated care pathway for COPD patient (Hanbin district of Hanzhong city in Shanxi Province, Qianjian district of Qingqing city, Huandao district of Qindao city in Shangdong Province, Wen county of Jiaozuo city in Henan Province), information of insurance participants of New Rural Cooperative Medical System (NRCS) was collected by local NRCM information system, which included general information as well as records of medical care and medical fee. Nonprobability sampling method was applied to select a total of 860 objects, who were over 60 years old with local household registration, hospitalized within one recent year due to COPD acute exacerbation, and without vaccination of 23 voluntary pneumococcal polysaccharide vaccine within 3 years. A quasi-experimental design without control group was adopted. Objects were vaccinated with 23-valent pneumococcal polysaccharide vaccine from January to December in 2013, then were followed up from January in 2014 for one year. Data of effectiveness and medical cost was collected by self-designed questionnaire and (Chinese version). Paired rank sum test applied to test the difference of quality of life, number and direct medical cost of treatment (including outpatient treatment and hospitalization) due to COPD acute exacerbation, one year before and after intervention. The incremental cost-effectiveness ratio (ICER) and cost-benefit ratio (CBR) of the programme were calculated. Results By January 2014, eight hundred sixty objects were vaccinated. By January 2015, seven hundred eighty eight objects were followed up, with 72 cases withdrawed (8.4%). On average, COPD patients reduced 1.12±2.51 treatments due to acute exacerbation, including 0.28±2.09 outpatient treatments and 0.85±1.15 hospitalizations. Total medical cost was saved by 3 610.21 per capita yuan, including outpatient cost of 241.41 yuan and hospitalization cost of 269.82 yuan; Quality of life was gained by 0.03 QALY gain per capita. The ICER was dominant and CBR was 12.00. Conclusion COPD patients vaccinated with 23-valent pneumococcal polysaccharide vaccine within one year reduced treatments due to acute exacerbation. The vaccination was cost effective and cost saving , and we suggest the vaccine should be covered in the public health program or health insurance scheme in conditional region.