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    Impact of cost sharing exemption for hospitalized children under the age of six on healthcare utilization

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    Background: Childhood health conditions are important to learning, prospective health, and future human resources. In January 2006, the government implemented a policy of cost sharing exemption for hospitalized children under the age of six, as part of their efforts to reduce the burden of healthcare expenditure and support childrenโ€™s health from a social perspective. This study aimed to analyze the effect of cost sharing exemption for hospitalized children under the age of six in terms of National Health Insurance (NHI) beneficiariesโ€™ healthcare utilization and healthcare expenditure and the quantity of healthcare services per episode. Methods: The data for this study was taken from the National Health Insurance Database (NHID) between 2004 and 2007 covering the entire population of South Korea. Considering that the cost sharing exemption policy was applied to children below six years of age, children classified as 1โ€“5-year-olds who were enrolled in NHI from 2004 to 2007 were used as the case group, and the 7-year-olds were the control group. To investigate the NHI beneficiariesโ€™ healthcare utilization, the case group (1โ€“5-year-olds) included 2,720,180, 2,572,633, 2,333,808, and 2,230,946 subjects in 2004, 2005, 2006, and 2007, respectively. The control group (7-year-olds) included 649,225, 616,091, 584,144, and 600,370 subjects in 2004, 2005, 2006, and 2007, respectively. The dependent variables included the annual healthcare expenditure per NHI beneficiary, annual length of stay per NHI beneficiary, and annual number of admissions per NHI beneficiary. To investigate the healthcare expenditure and the quantity of healthcare services per episode, the case group (episodes from 1โ€“5-year-olds) included 620,611 episodes in the before policy intervention (2004โ€“2005) and 771,371 episodes in the after policy intervention (2006โ€“2007) categories. The control group (episodes from 7-year-olds) included 52,315 episodes in the before policy intervention (2004โ€“2005), and 59,953 episodes in the after policy intervention (2006โ€“2007) categories. The dependent variables included the healthcare expenditure per episode, the length of stay per episode, and the healthcare expenditure per day per episode. Difference in differences was used to examine any changes in healthcare utilization among the case group (1โ€“5-year-olds) in the before (2004โ€“2005) and after (2006โ€“2007) intervention periods, relative to changes in healthcare utilization of the control group (7-year-olds). This study constructed an interaction term between the case group in the after policy intervention period and applied generalized linear models using the GENMOD procedure. Results: The cost sharing exemptions for hospitalized children under the age of six were associated with an increase in healthcare utilization. Regarding the NHI beneficiariesโ€™ healthcare utilization, the mean annual healthcare expenditure per NHI beneficiary for inpatient service before and after intervention were KRW 57,002 and KRW 90,611, respectively, in the case group, and KRW 24,416 and KRW 32,570, respectively, in the control group. The mean annual number of admissions per NHI beneficiary for inpatient service before and after intervention were 0.12 and 0.17, respectively, in the case group, and 0.04 and 0.05, respectively, in the control group. The mean annual length of stay per NHI beneficiary for inpatient service before and after intervention were 0.64 and 0.95, respectively, in the case group, and 0.22 and 0.27, respectively, in the control group. The cost sharing exemption was found to be significantly associated with an increased annual healthcare expenditure per NHI beneficiary, annual number of admissions per NHI beneficiary, and the annual length of stay per NHI beneficiary (annual healthcare expenditure: ฮฒ = 0.1474, exp(ฮฒ)=1.1588, SE = 0.0176, P = <.0001; annual number of admission: ฮฒ = 0.1535, exp(ฮฒ)=1.1659, SE = 0.0068, P = <.0001; annual length of stay: ฮฒ = 0.1497, exp(ฮฒ)=1.1615, SE = 0.0079, P = <.0001). There were no significant substitute effects were found between inpatient and outpatient services. Regarding healthcare service and expenditure per episode, the mean expenditure per inpatient episode before and after intervention were KRW 486,139 and KRW 536,212, respectively, in the case group, and KRW 590,545 and KRW 643,494, respectively, in the control group. The mean lengths of stay per episode for inpatient service before and after intervention were 5.42 and 5.62, respectively, in the case group, and 5.30 and 5.42, respectively, in the control group. The mean healthcare expenditure per day per episode for inpatient service before and after intervention were KRW 101,539 and KRW 106,328, respectively, in the case group, and KRW 137,087 and KRW 144,697, respectively, in the control group. The cost sharing exemption was found to be slightly associated with increased healthcare expenditure per episode for inpatient services (healthcare expenditure per episode: ฮฒ = 0.0111, exp(ฮฒ)=1.0112, SE = 0.0036, P = 0.0018). Results of inpatient service for mild disease analysis showed that the cost sharing exemption was associated with a decrease in healthcare expenditure per episode and length of stay per episode. Conclusions: Overall, the cost sharing exemption for hospitalized children under the age of six had increased the cost of healthcare services, mainly due to an increase in the quantity of healthcare services rather than the price of the service. While planning a cost sharing policy, it is crucial to consider all possible outcomes of how this policy will change healthcare utilization. This study has made a meaningful contribution to Koreaโ€™s health insurance policy by identifying the relationship between price and quantity responses to cost sharing exemptions. ์„œ๋ก : ์•„๋™์˜ ๊ฑด๊ฐ•์€ ๋ฏธ๋ž˜ ์ธ์ ์ž๋ณธ์„ ํ˜•์„ฑํ•˜๋Š” ํ•ต์‹ฌ์  ๊ฐ€์น˜๋กœ์„œ ํ‰์ƒ ๊ฑด๊ฐ•์˜ ์ดˆ์„์ด ๋œ๋‹ค. 2006๋…„ 1์›” 1์ผ๋ถ€ํ„ฐ ์ •๋ถ€๋Š” ์•„๋™์˜ ์˜๋ฃŒ๋น„์šฉ์— ๋Œ€ํ•œ ๊ฐ€๊ณ„๋ถ€๋‹ด์„ ๋œ์–ด์ฃผ๊ณ , ์•„๋™์˜ ๊ฑด๊ฐ•์— ๋Œ€ํ•œ ์‚ฌํšŒ์  ์ง€์›์—ฌ๊ฑด ์กฐ์„ฑ์„ ์œ„ํ•ด ๋งŒ 6์„ธ๋ฏธ๋งŒ ์ž…์› ์•„๋™์ด ์š”์–‘๊ธฐ๊ด€์— ์ž…์›ํ•  ๊ฒฝ์šฐ ๋ณดํ—˜๊ธ‰์—ฌ ์ ์šฉ ์˜๋ฃŒ๋น„ ์ค‘ ๋ฒ•์ •๋ณธ์ธ๋ถ€๋‹ด๊ธˆ์„ ๋ฉด์ œํ•˜๋Š” ์ •์ฑ…์„ ์‹œํ–‰ํ•˜์˜€๋‹ค. ๊ทธ๋Ÿฌ๋‚˜ ๊ฑด๊ฐ•๋ณดํ—˜์žฌ์ • ์•…ํ™”๋กœ ์ธํ•ด 2008๋…„ 1์›”๋ถ€ํ„ฐ 6์„ธ ๋ฏธ๋งŒ ์•„๋™์˜ ์ž…์›์— ๋Œ€ํ•ด 10% ๋ณธ์ธ๋ถ€๋‹ด๊ธˆ์„ ๋ถ€๊ณผํ•˜์˜€๋‹ค. ์ด ์—ฐ๊ตฌ๋Š” 6์„ธ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ ์ •์ฑ… ๋„์ž…์— ๋”ฐ๋ฅธ ์†Œ์•„ ์˜๋ฃŒ์ด์šฉ ๋ณ€ํ™”๋ฅผ ๋ถ„์„ํ•˜์˜€๋‹ค. ์—ฐ๊ตฌ๋ฐฉ๋ฒ•: ์ด ์—ฐ๊ตฌ๋Š” ๊ตญ๋ฏผ๊ฑด๊ฐ•๋ณดํ—˜๊ณต๋‹จ ๋งž์ถคํ˜• ๋ฐ์ดํ„ฐ 2004-2007๋…„ ์ž๋ฃŒ๋ฅผ ํ™œ์šฉํ•˜์—ฌ ํ•œ๊ตญ ์†Œ์•„ ์ธ๊ตฌ ์ „์ˆ˜ ์ž๋ฃŒ๋ฅผ ํ™œ์šฉํ•˜์˜€๋‹ค. ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ ์ •์ฑ… ๋Œ€์ƒ์ด ๋งŒ 6์„ธ ๋ฏธ๋งŒ ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ธ๊ตฌ๋ผ๋Š” ์ ์„ ๊ณ ๋ คํ•˜์—ฌ 2004-2007๋…„ 1-5์„ธ ๊ฑด๊ฐ•๋ณดํ—˜ ์ธ๊ตฌ๋ฅผ ์‹คํ—˜๊ตฐ์œผ๋กœ, 2004-2007๋…„ 7์„ธ ๊ฑด๊ฐ•๋ณดํ—˜ ์—ฐ๊ตฌ๋ฅผ ๋Œ€์กฐ๊ตฐ์œผ๋กœ ์„ค์ •ํ•˜์˜€๋‹ค. ์ •์ฑ… ๋„์ž…์— ๋”ฐ๋ฅธ 6์„ธ๋ฏธ๋งŒ ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž์˜ ์˜๋ฃŒ์ด์šฉ ๋ณ€ํ™”๋ฅผ ๋ถ„์„ํ•˜๊ธฐ ์œ„ํ•ด ์‹คํ—˜๊ตฐ(1-5์„ธ ์ธ๊ตฌ)์€ 2004๋…„ 2,720,180๋ช…, 2,572,633๋ช…, 2006๋…„ 2,333,808๋ช…, 2007๋…„์— 2,230,946๋ช…์„ ํฌํ•จํ•˜์˜€๋‹ค. ๋Œ€์กฐ๊ตฐ(7์„ธ ์ธ๊ตฌ)์€ 2004๋…„ 649,225๋ช…, 2005๋…„ 616,091๋ช…, 2006๋…„ 584,144๋ช…, 2007๋…„ 600,370๋ช…์„ ํฌํ•จํ•˜์˜€๋‹ค. ์ข…์†๋ณ€์ˆ˜๋Š” ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ง„๋ฃŒ๋น„, ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์žฌ์›์ผ์ˆ˜์™€ ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์˜๋ฃŒ์ด์šฉ ํšŸ์ˆ˜๋ฅผ ํฌํ•จํ•˜์˜€๋‹ค. ์ •์ฑ…๋„์ž…์— ๋”ฐ๋ฅธ ์ง„๋ฃŒ๊ฑด๋‹น ์˜๋ฃŒ๋น„์™€ ์˜๋ฃŒ์„œ๋น„์Šค๋Ÿ‰ ๋ณ€ํ™”๋ฅผ ๋ถ„์„ํ•˜๊ธฐ ์œ„ํ•ด ์‹คํ—˜๊ตฐ(1-5์„ธ ์ธ๊ตฌ)์˜ ์ž…์›์ง„๋ฃŒ๊ฑด์€ ์ •์ฑ…๋„์ž… ์ด์ „(2004-2005๋…„) 620,611๊ฑด, ์ •์ฑ…๋„์ž… ์ดํ›„(2006-2007๋…„) 771,371๊ฑด์„ ํฌํ•จํ•˜์˜€๋‹ค. ๋Œ€์กฐ๊ตฐ(7์„ธ ์ธ๊ตฌ)์˜ ์ž…์›์ง„๋ฃŒ๊ฑด์€ ์ •์ฑ…๋„์ž… ์ด์ „(2004-2005๋…„) 52,315๊ฑด, ์ •์ฑ… ๋„์ž… ์ดํ›„(2006-2007๋…„) 59,953๊ฑด์ด ํฌํ•จ๋˜์—ˆ๋‹ค. ์ข…์†๋ณ€์ˆ˜๋Š” ์ง„๋ฃŒ๊ฑด ๋‹น ์ง„๋ฃŒ๋น„, ์ง„๋ฃŒ๊ฑด๋‹น ์žฌ์›์ผ์ˆ˜์™€ ์ง„๋ฃŒ๊ฑด๋‹น ์ผ๋‹น ์ง„๋ฃŒ๋น„๊ฐ€ ํฌํ•จ๋˜์—ˆ๋‹ค. ์ด์ค‘์ฐจ๋ถ„๋ฒ•(difference in differences)์„ ํ™œ์šฉํ•˜์—ฌ ์‹คํ—˜๊ตฐ๊ณผ ๋Œ€์กฐ๊ตฐ์—์„œ 6์„ธ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ ์ •์ฑ… ๋„์ž… ์ „๊ณผ ํ›„ ์†Œ์•„ ์˜๋ฃŒ์ด์šฉ ๋ณ€ํ™”๋ฅผ ๋ถ„์„ํ•˜์˜€๋‹ค. ์—ฐ๊ตฌ๊ฒฐ๊ณผ: 6์„ธ ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ ์ •์ฑ…์€ ์†Œ์•„์˜๋ฃŒ์ด์šฉ ์ฆ๊ฐ€์™€ ๊ด€๋ จ ์žˆ์—ˆ๋‹ค. 6์„ธ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ ์ •์ฑ… ๋„์ž… ์ „, ํ›„ ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ž…์› ์ง„๋ฃŒ๋น„ ํ‰๊ท ์€ ์‹คํ—˜๊ตฐ์—์„œ 51,002์›๊ณผ 90,611์›์ด์—ˆ๊ณ , ๋Œ€์กฐ๊ตฐ์—์„œ 24,415์›๊ณผ 32,570์›์ด์—ˆ๋‹ค. ์ •์ฑ… ๋„์ž… ์ „, ํ›„ ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ž…์›๊ฑด์ˆ˜ ํ‰๊ท ์€ ์‹คํ—˜๊ตฐ์—์„œ 0.12ํšŒ์™€ 0.17ํšŒ, ๋Œ€์กฐ๊ตฐ์—์„œ 0.04ํšŒ์™€ 0.05ํšŒ์˜€๊ณ , ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์žฌ์›์ผ์ˆ˜ ํ‰๊ท ์€ ์‹คํ—˜๊ตฐ์—์„œ 0.64์ผ๊ณผ 0.95์ผ, ๋Œ€์กฐ๊ตฐ์—์„œ ๊ฐ๊ฐ 0.22์ผ ๋ฐ 0.27์ผ์ด์—ˆ๋‹ค. ์ด์ค‘์ฐจ๋ถ„๋ฒ• ๋ถ„์„๊ฒฐ๊ณผ 6์„ธ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด๋ฉด์ œ๋Š” ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ž…์› ์ง„๋ฃŒ๋น„ ์ฆ๊ฐ€, ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ž…์›๊ฑด์ˆ˜ ์ฆ๊ฐ€ ๋ฐ ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์žฌ์›์ผ์ˆ˜ ์ฆ๊ฐ€์™€ ๊ด€๋ จ ์žˆ๋Š” ๊ฒƒ์œผ๋กœ ํ™•์ธ๋˜์—ˆ๋‹ค (์—ฐ๊ฐ„ ์ž…์›์ง„๋ฃŒ๋น„: ฮฒ = 0.1474, exp(ฮฒ)=1.1588, SE = 0.0176, P = <.0001; ์—ฐ๊ฐ„ ์ž…์›๊ฑด์ˆ˜: ฮฒ = 0.1535, exp(ฮฒ)=1.1659, SE = 0.0068, P = <.0001; ์—ฐ๊ฐ„ ์žฌ์›์ผ์ˆ˜: ฮฒ = 0.1497, exp(ฮฒ)=1.1615, SE = 0.0079, P = <.0001). ์ „์ฒด(์ž…์›๊ณผ ์™ธ๋ž˜) ์˜๋ฃŒ์„œ๋น„์Šค์—์„œ ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ง„๋ฃŒ๋น„๊ฐ€ ์‹คํ—˜๊ตฐ์ด ๋Œ€์กฐ๊ตฐ์— ๋น„ํ•ด ์ฆ๊ฐ€ํ•˜์˜€๊ณ , ์™ธ๋ž˜์„œ๋น„์Šค์—์„œ ์•ฝ๊ฐ„ ์ฆ๊ฐ€ํ•œ ๊ฒƒ์„ ํ†ตํ•ด ์ž…์›๊ณผ ์™ธ๋ž˜์˜ ๋Œ€์ฒด์žฌ ํšจ๊ณผ๋Š” ๊ด€์ฐฐ๋˜์ง€ ์•Š์•˜๋‹ค (์ „์ฒด ์˜๋ฃŒ์„œ๋น„์Šค ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ง„๋ฃŒ๋น„: ฮฒ = 0.0916, exp(ฮฒ)=1.0959, SE = 0.0009, P = <.0001; ์™ธ๋ž˜์„œ๋น„์Šค ๊ฑด๊ฐ•๋ณดํ—˜ ๊ฐ€์ž…์ž๋‹น ์—ฐ๊ฐ„ ์ง„๋ฃŒ๋น„: ฮฒ = 0.0115, exp(ฮฒ)=1.0116, SE = 0.0014, P = <.0001). 6์„ธ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ ์ •์ฑ… ์ „, ํ›„ ์ž…์›๊ฑด๋‹น ์ง„๋ฃŒ๋น„ ํ‰๊ท ์€ ์‹คํ—˜๊ตฐ์—์„œ 486, 139์›๊ณผ 536,212์›, ๋Œ€์กฐ๊ตฐ์—์„œ ๊ฐ๊ฐ 590,545์›, 643,494์›์ด์—ˆ๋‹ค. ์ •์ฑ… ๋„์ž… ์ „, ํ›„ ์ž…์›๊ฑด๋‹น ์žฌ์›์ผ์ˆ˜ ํ‰๊ท ์€ ์‹คํ—˜๊ตฐ์—์„œ 5.42์ผ ๋ฐ 5.62์ผ์ด์—ˆ๊ณ , ๋Œ€์กฐ๊ตฐ์—์„œ 5.30์ผ ๋ฐ 5.42์ผ์ด์—ˆ๋‹ค. ์ •์ฑ… ๋„์ž… ์ „, ํ›„ ์ž…์›๊ฑด๋‹น ์ผ๋‹น ์ง„๋ฃŒ๋น„ ํ‰๊ท ์€ ์‹คํ—˜๊ตฐ์—์„œ 101,539์›๊ณผ 106,328์›, ๋Œ€์กฐ๊ตฐ์—์„œ ๊ฐ๊ฐ 137,087์› ๋ฐ 144,697์›์ด์—ˆ๋‹ค. ์ด์ค‘์ฐจ๋ถ„๋ฒ• ๋ถ„์„๊ฒฐ๊ณผ 6์„ธ ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด๋ฉด์ œ ๋„์ž… ์ดํ›„ ์‹คํ—˜๊ตฐ์—์„œ ์ž…์›๊ฑด๋‹น ์˜๋ฃŒ๋น„ ํ‰๊ท ์ด ์•ฝ๊ฐ„ ์ฆ๊ฐ€ํ•˜์˜€๋‹ค (์ž…์›๊ฑด๋‹น ์ง„๋ฃŒ: ฮฒ= 0.0111, exp(ฮฒ)=1.0112, SE = 0.0036, P = 0.0018). ๊ฒฝ์ฆ์งˆํ™˜ ์ž…์›๊ฑด๋‹น ๋ถ„์„ ๊ฒฐ๊ณผ ์ •์ฑ… ๋„์ž… ํ›„ ์‹คํ—˜๊ตฐ์—์„œ ์ง„๋ฃŒ๊ฑด๋‹น ์˜๋ฃŒ๋น„์™€ ์ง„๋ฃŒ๊ฑด๋‹น ์žฌ์›์ผ์ˆ˜๊ฐ€ ์•ฝ๊ฐ„ ๊ฐ์†Œํ•˜์˜€๋‹ค. ๊ฒฐ๋ก : ์ „๋ฐ˜์ ์œผ๋กœ 6์„ธ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ์ •์ฑ…์€ ์ „์ฒด์ ์ธ ์˜๋ฃŒ์„œ๋น„์Šค ๋น„์šฉ์„ ์ฆ๊ฐ€์‹œ์ผฐ๊ณ , ์ด๋Š” ์˜๋ฃŒ์„œ๋น„์Šค ๊ฐ€๊ฒฉ ์ธก๋ฉด๋ณด๋‹ค ์ •์ฑ…๋Œ€์ƒ์ž์˜ ์˜๋ฃŒ์„œ๋น„์Šค ์ด์šฉ๋Ÿ‰ ์ฆ๊ฐ€์—์„œ ๋น„๋กฏ๋œ ๊ฒฐ๊ณผ์ž„์„ ํ™•์ธํ•˜์˜€๋‹ค. ๊ฑด๊ฐ•๋ณดํ—˜์˜ ๋ณธ์ธ๋ถ€๋‹ด๊ธˆ ์„ค์ • ์‹œ ๋‹ค์–‘ํ•œ ์—ฐ๊ตฌ๋ฅผ ํ†ตํ•ด ๋ณธ์ธ๋ถ€๋‹ด ์ •๋„์— ๋”ฐ๋ฅธ ๊ฐ€๋Šฅํ•œ ์˜๋ฃŒ์ด์šฉ ๋ฐ˜์‘์„ ๊ณ ๋ คํ•  ํ•„์š”๊ฐ€ ์žˆ๋‹ค. ์ด ์—ฐ๊ตฌ๋Š” 6์„ธ๋ฏธ๋งŒ ์ž…์›๋ณธ์ธ๋ถ€๋‹ด ๋ฉด์ œ์ •์ฑ…์„ ์˜๋ฃŒ์„œ๋น„์Šค ๊ฐ€๊ฒฉ๊ณผ ์˜๋ฃŒ์ด์šฉ๋Ÿ‰ ์ธก๋ฉด์—์„œ ๋‚˜๋ˆ„์–ด ๋ถ„์„ํ•จ์œผ๋กœ์จ ํ•œ๊ตญ์˜ ๊ฑด๊ฐ•๋ณดํ—˜ ๋ณด์žฅ์„ฑ ๊ฐ•ํ™”์ •์ฑ… ์„ค๊ณ„์— ์ฐธ๊ณ ์ž๋ฃŒ๋ฅผ ๋งˆ๋ จํ•˜์˜€๋‹ค. ์ถ”ํ›„ ๋ณธ์ธ๋ถ€๋‹ด๊ณผ ์†Œ์•„์˜๋ฃŒ์ด์šฉ์— ๋Œ€ํ•œ ํ™œ๋ฐœํ•œ ์—ฐ๊ตฌ๋ฅผ ํ†ตํ•ด ์†Œ์•„๊ฐ€ ๊ฑด๊ฐ•์„ ์œ„ํ•œ ๋‹ค์–‘ํ•˜๊ณ  ๋ฐœ์ „์ ์ธ ๊ฑด๊ฐ•๋ณดํ—˜ ๋ณด์žฅ์„ฑ ๊ฐ•ํ™” ์ •์ฑ… ๊ทผ๊ฑฐ๋“ค์ด ์ œ์‹œ๋˜๊ธฐ๋ฅผ ๊ธฐ๋Œ€ํ•œ๋‹ค.open๋ฐ•

    KRAS ๋Œ์—ฐ๋ณ€์ด ๋Œ€์žฅ์•”์„ธํฌ์ฃผ์—์„œ ๋ถ„๋น„๋œ MIF๊ฐ€ ์„ธํˆญ์‹œ๋ง™ ๋‚ด์„ฑ์— ๋ฏธ์น˜๋Š” ๊ธฐ์ „ ์—ฐ๊ตฌ

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    ํ•™์œ„๋…ผ๋ฌธ (๋ฐ•์‚ฌ)-- ์„œ์šธ๋Œ€ํ•™๊ต ๋Œ€ํ•™์› : ์˜๊ณผ๋Œ€ํ•™ ํ˜‘๋™๊ณผ์ • ์ข…์–‘์ƒ๋ฌผํ•™์ „๊ณต, 2018. 8. ๊น€ํƒœ์œ .The tumor microenvironment is recognized as a developing crosstalk between different cells by secretion of growth factors and cytokines thus providing oncogenic signals enhancing tumor progression and drug resistance. Here, I hypothesized that tumor cells carrying KRAS mutation-induced cytokines may have critical roles in intercellular communication between microenvironment and tumor cells. I first investigated biological evidence of secreted cytokines in KRAS mutant-type (KRASMT) cell lines. I explored the roles of cytokine that cell morphology, proliferation, colony formation, wound healing, and invasion ability were enhanced when KRAS wild-type (KRASWT) cells were exposed to conditioned media (CM) from KRASMT cells and I found macrophage migration inhibitory factor (MIF) was highly expressed in KRASMT cells by analysis of proteomics. I also observed secreted MIF level between KRASWT and KRASMT cells, and it was highly secreted in KRASMT cells. In addition, compared with colorectal cancer patients whose KRAS mutation was not harbored, MIF expression was higher in patients who have KRAS mutation. The predictive marker of KRAS mutation in colorectal cancer patients is associated with resistance to anti-epidermal growth factor receptor (EGFR) antibodies cetuximab (CTX). Following the hypothesis, I investigated that secreted cytokines from KRASMT cells have an effect on the cetuximab resistance to the surrounding cells including KRASWT cells. Treatment of CM led to cetuximab resistance in KRASWT cells and MIF blockade prevented cetuximab resistance. Moreover, CM from MIF knocked out KRASMT cells by using CRISPR/Cas9 system resulted in sensitizing to cetuximab resistance compared with treatment of CM from KRASMT cells. In conclusion, I demonstrated for the first time that MIF promoted the cetuximab resistance of KRASWT colorectal cancer cells, and this effect was mediated by paracrine and autocrine signaling-induced activation of the intracellular AKT signaling pathways and regulated by NF-kB transcription factor through oncogenic KRAS mutation. These findings suggest that MIF may be a promising predictive biomarker for the cetuximab resistance of KRAS wild-type colorectal cancer patients. INTRODUCTION 1 METERIALS AND METHODS 4 RESULTS - 12 DISCUSSION 55 REFERENCES 60 ABSTRACT IN KOREAN 65Docto

    Event-Driven Simulation Methodology for Analog/Mixed-Signal Systems

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    ํ•™์œ„๋…ผ๋ฌธ (๋ฐ•์‚ฌ)-- ์„œ์šธ๋Œ€ํ•™๊ต ๋Œ€ํ•™์› : ์ „๊ธฐยท์ปดํ“จํ„ฐ๊ณตํ•™๋ถ€, 2015. 8. ๊น€์žฌํ•˜.Recent system-on-chip's (SoCs) are composed of tightly coupled analog and digital components. The resulting mixed-signal systems call for efficient system-level behavioral simulators for fast and systematic verifications. As the system-level verifications rely heavily on digital verification tools, it is desirable to build the mixed-signal simulator based on a digital simulator. However, the existing solutions in digital simulators suffer from a trade-off between simulation speed and accuracy. This work breaks down the trade-off and realizes a fast and accurate analog/mixed-signal behavior simulation in a digital simulator SystemVerilog. The main difference of the proposed methodology from existing ones is its way of representing continuous-time signals. Specifically, a clock signal expresses accurate timing information by carrying an additional real-value time offset, and an analog signal represents its continuous-time waveform in a functional form by employing a set of coefficients. With these signal representations, the proposed method accurately simulates mixed-signal behaviors independently of a simulator's time-step and achieves a purely event-driven simulation without involving any numerical iteration. The speed and accuracy of the proposed methodology are examined for various types of analog/mixed-signal systems. First, timing-sensitive circuits (a phase-locked loops and a clock and data recovery loop) and linear analog circuits (a channel and linear equalizers) are simulated in a high-speed I/O interface example. Second, a switched-linear-behavior simulation is demonstrated through switching power supplies, such as a boost converter and a switched-capacitor converter. Additionally, the proposed method is applied to weakly nonlinear behaviors modeled with a Volterra series for an RF power amplifier and a high-speed I/O linear equalizer. Furthermore, the nonlinear behavior simulation is extended to three different types of injection-locked oscillators exhibiting time-varying nonlinear behaviors. The experimental results show that the proposed simulation methodology achieved tens to hundreds of speed-ups while maintaining the same accuracy as commercial analog simulators.ABSTRACT I CONTENTS III LIST OF FIGURES V LIST OF TABLES XII CHAPTER 1 INTRODUCTION 1 1.1 BACKGROUND 1 1.2 MAIN CONTRIBUTION 6 1.3 THESIS ORGANIZATION 8 CHAPTER 2 EVENT-DRIVEN SIMULATION OF ANALOG/MIXED-SIGNAL BEHAVIORS 9 2.1 PROPOSED CLOCK AND ANALOG SIGNAL REPRESENTATIONS 10 2.2 SIGNAL TYPE DEFINITIONS IN SYSTEMVERILOG 14 2.3 EVENT-DRIVEN SIMULATION METHODOLOGY 16 CHAPTER 3 HIGH-SPEED I/O INTERFACE SIMULATION 21 3.1 CHARGE-PUMP PHASE-LOCKED LOOP 23 3.2 BANGBANG CLOCK AND DATA RECOVERY 37 3.3 CHANNEL AND EQUALIZERS 45 3.4 HIGH-SPEED I/O SYSTEM SIMULATION 52 CHAPTER 4 SWITCHING POWER SUPPLY SIMULATION 55 4.1 BOOST CONVERTER 57 4.2 TIME-INTERLEAVED SWITCHED-CAPACITOR CONVERTER 66 CHAPTER 5 VOLTERRA SERIES MODEL SIMULATION 72 5.1 VOLTERRA SERIES MODEL 74 5.2 CLASS-A POWER AMPLIFIER 79 5.3 CONTINUOUS-TIME EQUALIZER 84 CHAPTER 6 INJECTION-LOCKED OSCILLATOR SIMULATION 89 6.1 PPV-BASED ILO MODEL 91 6.2 LC OSCILLATOR 99 6.3 RING OSCILLATOR 104 6.4 BURST-MODE CLOCK AND DATA RECOVERY 109 CONCLUSION 116 BIBLIOGRAPHY 118 ์ดˆ ๋ก 126Docto

    Lenalidomide for anemia correction in lower-risk del(5q) myelodysplastic syndrome patients of Asian ethnicity

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    Background: To estimate real-world outcomes in East Asian populations, we conducted a nationwide retrospective analysis of the efficacy and safety of lenalidomide for del(5q) myelodysplastic syndrome (MDS) patients with transfusion-dependent anemia in Korea. Methods: Patients aged โ‰ฅ19 years who had received lenalidomide for the treatment of lower-risk, red blood cell (RBC) transfusion-dependent del(5q) MDS were selected. A filled case report form (CRF) with information from electronic medical records was requested from members of the acute myeloid leukemia (AML)/MDS Working Party of the Korean Society of Hematology. All the CRFs were gathered and analyzed. Results: A total of 31 patients were included in this study. Of 28 evaluable patients, 19 (67.9%) achieved RBC transfusion independence (RBC-TI). Female sex and the development of thrombocytopenia during treatment were associated with achieving RBC-TI. The most common non-hematologic toxicities were pruritus, fatigue, and rashes. All non-hematologic toxicities of grades โ‰ฅ3 were limited to rash (12.9%) and pruritus (6.5%). Dose reduction was required in 15 of the 19 responders (78.9%). The most common final stable dosing schedule for the responders was 5 mg once every other day (31.6%). Conclusion: Lenalidomide efficacy and tolerability were similar in the Asian del(5q) MDS patients and western patients. Dose reduction during treatment was common, but it was not associated with inferior outcomes.ope

    Survey for Government Policies Regarding Strategies for the Commercialization and Globalization of Digital Therapeutics

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    Purpose: This study was conducted to build a direction for government policies regarding strategies for the commercialization of digital therapeutics in Korea, as well as its globalization. Materials and methods: The study included 37 participants from the Korea Digital Health Industry Association (KODHIA). The data was based on a survey conducted in 2020 targeting employees of companies engaged in the digital health industry in Korea. Participants were asked about their involvement in product development of digital therapeutics and their opinion about the growing motivator for digital therapeutics in Korea and the global market. Results: According to our data, among subjects not involved in making digital therapeutics products, the main reason for not being involved was the lack of experts (73.9%) and difficulty in licensing (73.9%). Responses concerning the priority area in need of national support were R&amp;D funding (43.2%), and the next was licensing guidance and simplifying regulations (24.3%). Possible difficulties of overseas market expansion were the unfamiliarity in digital therapeutics technology verification and licensing structures of foreign countries (73%), and concerns regarding the level of recognition of clinical trials and technology in Korea from overseas (70.3%). Overall, respondents were hesitant in starting a related business due to the lack of government support and the complexity of the regulation process. Moreover, concerns about global market entry were similar. Being unfamiliar with the novel process and worrying about the achievement despite existing challenges were the biggest drawback. Conclusion: For the digital therapeutics industry to evolve domestically and internationally, government support and guidance are essential.ope

    Single monosomy as a relatively better survival factor in acute myeloid leukemia patients with monosomal karyotype

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    Monosomal karyotype (MK) defined by either โฉพ2 autosomal monosomies or single monosomy with at least one additional structural chromosomal abnormality is associated with a dismal prognosis in patients with acute myeloid leukemia (AML). It was detected in 174 of 3041 AML patients in South Korean Registry. A total of 119 patients who had received induction therapy were finally analyzed to evaluate the predictive factors for a positive prognosis. On multivariate analysis, single monosomy, the absence of abn(17p), โฉพ10% of cells with normal metaphase and the achievement of a complete remission (CR) after induction therapy were significant factors for more favorable outcomes. Especially, single monosomy remained as a significantly independent prognostic factor for superior survival in both patients who received allogeneic hematopoietic stem cell transplantation (allo-HSCT) in CR and who did not. Allo-HSCT in CR improved overall survival significantly only in patients with a single monosomy. Our results suggest that MK-AML may be biologically different according to the karyotypic subtype and that allo-HSCT in CR should be strongly recommended to patients with a single monosomy. For other patients, more prudent treatment strategies should be examined. Furthermore, the biological mechanism by which a single monosomy influences survival should be investigated.ope

    A scoping review on population-centered indicators for cancer care continuum

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    Purpose: The purpose of this study was to develop prioritized cancer indicators and measure the population-based monitoring of the entire life cycle of cancer care, guiding the improvement of care delivery systems. Methods: Scoping review was performed based on the Joanna Briggs Institute's methodology. Electronic databases were searched in PubMed, Cochrane Library, EMBASE, Ovid Medline, RISS, KISS, and KoreaMed. The searches were limited to articles published in English between 2010 and 2020. No restrictions were applied regarding the publication status or country of origin, and all study designs were included. Gray literature was used to broaden the search's scope, identify new recommendations, need to be in connect with subject experts, and explore pertinent websites. The process and selected indicators were analyzed based on their frequency distribution and percentage. Results: The literature search yielded 6,202 works. In addition, national and international cancer guidelines were obtained from official database reports. A total of 35 articles and 20 reports regarding cancer indicators were finally selected for data synthesis. Based on them, 254 core sets of cancer indicators were identified. The selected indicators were classified into six domains based on the continuum of cancer care and survivor's life cycle, namely, primary prevention (61, 24.0%), secondary prevention (46, 18.1%), treatment (85, 33.5%), quality of care (33, 13.0%), survivor management (33, 13.0%), and end-of-life care (14, 5.5%). Conclusion: There is a growing interest in developing specific areas of cancer care. Cancer indicators can help organizations, care providers, and patients strive for optimal care outcomes. The identified indicators could guide future innovations by identifying weaknesses in cancer prevention and management.ope

    Unmet Healthcare Needs Status and Trend of Korea in 2017

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    Unmet healthcare needs are being used as an important indicator of the accessibility of healthcare services worldwide. To examine current status and trends of unmet needs in Korea, we used data from four sources: the Korea National Health and Nutrition Examination Survey (KNHANES, 2007โ€“2017); the Community Health Survey (CHS 2008โ€“2017); the Korea Health Panel Survey (KHP 2011โ€“ 2015); and the Korean Welfare Panel Study (KOWEPS 2006โ€“2017). The proportion of individual reporting unmet healthcare needs as of 2017 was 8.8% (KNHANES), 10.6% (CHS), and 12.4% (KHP as of 2015). The proportion of households reporting unmet healthcare needs due to cost was 0.5% (KOWEPS). Annual percentage change was -19.2%, -13.3%, -5.8%, and -13.3% respectively. Low income populations had more unmet healthcare needs than high income populations. However, unlike the last two studies, the main reason for unmet medical reasons was that there was no time regardless of income level.open22Nkc

    Therapy-related Acute Lymphoblastic Leukaemia has a Unique Genetic Profile Compared to De Novo Acute Lymphoblastic Leukaemia

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    Background: Unlike therapy-related myeloid neoplasms, therapy-related acute lymphoblastic leukaemia (tr-ALL) is poorly defined due to its rarity. However, increasing reports have demonstrated that tr-ALL is a distinct entity with adverse genetic features and clinical outcomes. Methods: We compared the clinicopathological characteristics and outcomes of patients diagnosed with tr-ALL (n = 9) or de novo ALL (dn-ALL; n = 162) at a single institution from January 2012 to March 2021. The mutational landscapes of eight tr-ALL and 63 dn-ALL patients were compared from a comprehensive next-generation sequencing panel. Results: All tr-ALL patients had the B-cell phenotype. The most frequently mutated genes were IKZF1 (37%), CDKN2A (14%), SETD2 (13%), and CDKN2B (11%) in dn-ALL, whereas TP53 (38%) and RB1 (25%) mutations were most common in tr-ALL. tr-ALL patients did not show a statistically significant difference in overall survival (p = 0.70) or progression-free survival (p = 0.94) compared to dn-ALL patients. Conclusions: In this study, we determined the clinical and genetic profiles of Korean patients with tr-ALL. We found alterations in genes constituting the TP53/RB1 pathway are more frequent in tr-ALL. Due to the rarity of the disease, multi-institutional studies involving a larger number of patients are required in future study.ope

    Arsenic trioxide synergistically promotes the antileukaemic activity of venetoclax by downregulating Mcl-1 in acute myeloid leukaemia cells

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    Background: The evasion of apoptosis through dysregulated Bcl-2 family members is a hallmark of leukaemia stem cells (LSCs) in acute myeloid leukaemia (AML). Therefore, targeting Bcl-2 with venetoclax has been suggested as an attractive strategy for inducing apoptosis in AML LSCs. However, the selective inhibition of Bcl-2 in AML often leads to upregulation of Mcl-1, another dominant anti-apoptotic Bcl-2 family protein conferring venetoclax resistance. Methods: We assessed the combined effect of venetoclax and arsenic trioxide (ATO) on leukaemic cell viability, apoptosis, combination index, and cell cycle in the human LSC-like KG1 and KG1a cells. The synergistic effect of venetoclax and ATO on apoptosis was also examined in primary CD34+ and CD34+CD38- LSCs from the bone marrow (BM) of AML patients, and compared with those from healthy donors. Results: Venetoclax efficiently impaired cell viability and dose-dependently promoted apoptosis when combined with ATO; their synergism was aptly represented by the combination index. The combination of venetoclax and ATO impaired cell cycle progression by restricting cells within the sub-G1 phase and facilitating caspase-dependent apoptotic cell death associated with the loss of mitochondrial membrane potential, while sparing healthy BM haematopoietic stem cells. Mechanistically, ATO mitigated venetoclax-induced upregulation of Mcl-1 by the inhibition of AKT and ERK, along with activation of GSK-3ฮฒ. This led to the Mcl-1 destabilisation, triggering Noxa and Bim to facilitate apoptosis and the consequent activation of the apoptosis executioner protein Bak. Moreover, the combination promoted phosphorylation of ATM, Chk2, p38, and H2AX, indicating an active DNA damage response. Conclusions: Our findings demonstrate the synergistic, preferential antileukaemic effects of venetoclax and ATO on LSCs, providing a rationale for preclinical and clinical trials by combining these agents already being used in clinical practice to treat acute leukaemia.ope
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