• 제목/요약/키워드: PM10.PM2.5

검색결과 12,582건 처리시간 0.044초

건강성인의 혈구 참고치 산정 (Hematological Reference Values in the Healthy Adults)

  • 김영진;현명수;이현우
    • Journal of Yeungnam Medical Science
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    • 제8권1호
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    • pp.154-165
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    • 1991
  • 1) 건강한 성인 2823명을 대상으로 자동혈구 계산기인 Coulter Counter Model S plus II를 이용하여 본원의 참고치를 설정하였다. 산출된 참고치는 기기의 설명서에 제시되어 임상 의사들이 사용하고 있는 참고치와 차이가 있었다. 2) 국내의 보고들과 비교해 볼 때 본원의 참고치와 대체로 비등하였고 기기의 설명서에 제시된 참고치와는 차이가 있으므로 본원의 참고치률 설정하여 사용하여야 하겠다. 3) 결과는 다음과 같다. (1) 백혈구 수는 남자 $6.800{\pm}2.680(2SD)/{\mu}l$, 여자 $5.950{\pm}2.380(2SD)/{\mu}l$ 이었다. (2) 적혈구 수는 남자 $428{\pm}60(2SD){\times}10^4/{\mu}l$, 여자 $415{\pm}56(2SD){\times}10^4/{\mu}l$ 이었다. (3) 혈색소량은 남자 $15.4{\pm}1.8(2SD)g/dL$, 여자 $13.0{\pm}1.6(2SD)g/dL$ 이었다. (4) 적혈구 용적은 남자 $45.3{\pm}5.0(2SD)%$, 여자 $38.2{\pm}4.6(2SD)%$ 이었다. (5) 평균 적혈구 용적은 남자 $93.8{\pm}5.8(2SD)fL$, 여자 $92.2{\pm}7.4(2SD)fL$ 이었다. (6) 평균 적혈구 혈색소량은 남자 $31.8{\pm}2.2(2SD)pg$, 여자 $31.4;{\pm}2.8(2SD)pg$ 이었다. (7) 평균 적혈구 혈색소농도는 남자 $34.0{\pm}1.2(2SD)%$, 여자 $33.9{\pm}1.2(2SD)%$ 이었다. (8) 적혈구 분포 폭은 남자 $12.7{\pm}1.0(2SD)%$, 여자 $12.6{\pm}1.4(2SD)%$ 이었다. (9) 혈소판 수는 남자 $242.9{\pm}87.8(2SD){\times}10^4/{\mu}l$, 여자 $242.2{\pm}89.0(2SD){\times}10^4/{\mu}l$ 이었다. (10) 혈소판 용적은 남자 $0.201{\pm}0.076(2SD)%$, 여자 $0.204{\pm}0.076(2SD)%$ 이었다. (11) 평균 혈소판 용적은 남자 $8.20{\pm}1.70(2SD)fL$, 여자 $8.36{\pm}1.82(2SD)fL$ 이었다. (12) 혈소판 분포 폭은 남자 $16.1{\pm}0.8(2SD)%$, 여자 $16.0{\pm}0.8(2SD)%$ 이었다.

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확산텐서영상(Diffusion Tensor Imaging)을 이용한 정상 뇌량에서의 연령대별 신경섬유로의 변화 (Evaluation of the Neural Fiber Tractography Associated with Aging in the Normal Corpus Callosum Using the Diffusion Tensor Imaging (DTI))

  • 임인철;구은회;이재승
    • 한국방사선학회논문지
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    • 제5권4호
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    • pp.189-194
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    • 2011
  • 본 연구는 자기공명 확산텐서영상(DTI)을 이용하여 연령대에 따른 정상 뇌량의 신경섬유로 영상을 정량적으로 분석하여 유용성을 평가하고자 하였다. 뇌질환이나 다른 질병이 없는 건강한 지원자 60명을 대상으로 시행하였다. 검사방법은 TR: 6650 ms, TE: 66 ms, FA: $90^{\circ}$, NEX: 2, thickness: 2 mm, no gap, FOV: 220 mm, b-value: $800s/mm^2$, sense factor: 2, acquisition matrix size: $2{\times}2{\times}2mm^3$로 하였고, 검사시간은 3분 46초이었다. 평가방법은 영상범위를 두개저부에서 두정부까지 포함하여 color-cored FA map을 만든 후 뇌량의 슬부, 전체부, 후체부, 이행부, 그리고 팽대부 등 5개의 부위에 관심영역을 설정하고 각각 트래킹을 하여 신경섬유로의 길이를 정량적으로 측정하였다. 측정 결과 뇌량의 슬부에 대한 신경섬유로 길이는 20대: $61.8{\pm}6.8$, 30대: $63.9{\pm}3.8$, 40대: $65.5{\pm}6.4$, 50대: $57.8{\pm}6.0$, 60대: $58.9{\pm}4.5$, 70대 이상: $54.1{\pm}8.1mm$, 전체부에서는 20대: $54.8{\pm}8.8$, 30대: $58.5{\pm}7.9$, 40대: $54.8{\pm}7.8$, 50대: $56.1{\pm}10.2$, 60대: $48.5{\pm}6.2$, 70대 이상: $48.6{\pm}8.3mm$, 후체부에서는 20대: $72.7{\pm}9.1$, 30대: $61.6{\pm}9.1$, 40대: $60.9{\pm}10.5$, 50대: $61.4{\pm}11.7$, 60대: $54.9{\pm}10.0$, 70대 이상: $53.1{\pm}10.5mm$, 이행부에서는 20대: $71.5{\pm}17.4$, 30대: $74.1{\pm}14.9$, 40대: $73.6{\pm}14.2$, 50대: $66.3{\pm}12.9$, 60대: $56.5{\pm}11.2$, 70대 이상: $56.8{\pm}11.3mm$, 그리고 팽대부에서는 20대: $82.6{\pm}6.8$, 30대: $86.9{\pm}6.4$, 40대: $83.1{\pm}7.1$, 50대: $81.5{\pm}7.4$, 60대: $78.6{\pm}6.0$, 70대 이상: $80.55{\pm}8.6mm$ 이었다. 정상 뇌량에 대한 신경섬유로의 길이는 슬부(P=0.001)와 후체부(P=0.009), 그리고 이행부(P=0.012)에서 통계적으로 유의한 차이가 있었으며, 연령대로는 30대와 40대까지 증가하다가 연령대가 높아질수록 감소하는 경향을 보였다. 이는 뇌의 신경세포들이 중년의 나이에서 활발히 발달하고 있음을 신경 섬유로 영상을 통해 확인할 수 있었다.

서울 일부 지하철 객차와 승강장에서 측정한 $PM_{10}$$PM_{2.5}$농도의 특성 (Characterization of $PM_{10}$ and $PM_{2.5}$ Levels inside Train and in Platform of Subway)

  • 박동욱;윤경섭;박수택;하권철
    • 한국환경보건학회지
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    • 제31권1호
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    • pp.39-46
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    • 2005
  • This study was performed to investigate the concentration of $PM_{10}$ and $PM_{2.5}$ in inside train and platform of subway 1, 2, 4 and 5 in Seoul, KOREA. $PM_{10}$, $PM_{2.5}$, temperature, humidity and carbon dioxide were monitored using Portable Aerosol Spectrometer at afternoon (between 13:00 and 16:00). The concentrations of $PM_{10}$ and $PM_{2.5}$ in inside train were monitored to be higher than those measured in platform. In addition, $PM_{10}$ concentration in both platform and inside train were found to be greatly higher than range of from 35 ${\mu}g/m^3$ to 81${\mu}g/m^3$ in ambient air reported by Ministry of Environment. This study found that there were many inside train in subway 1, 2, 4 line where exceeded 150 ${\mu}g/m^3$ of Korean PM10 standard. The average percentage that exceeded PM10 standard was 83.3% in line 1, 37.9% in line 2 and 63.1% in line 4, respectively. In particular, most of inside train in subway line 1 were over PM10 limit. PM2.5 concentration ranged from 77.7 ${\mu}g/m^3$ to 158.2 ${\mu}g/m^3$, which were found to be greatly higher than ambient air PM2.5 standard promulgated by United States Environmental Protection Agency (US-EPA) (24 hours arithmatic mean : 65 ${\mu}g/m^3$, year average : 15 ${\mu}g/m^3$). The percentage of $PM_{2.5}$ in $PM_{10}$ was 86.2% in platform, 81.7% in inside train, 80.2% in underground and 90.2% in ground. These results indicated that fine particles ($PM_{2.5}$) accounted for most of $PM_{10}$.

부산지역 PM10, PM2.5 일평균에 의한 호흡기 및 심혈관질환 초과위험도 분포 (Effect of Daily Mean PM10 and PM2.5 on Distribution of Excessive Mortality Risks from Respiratory and Cardiovascular Diseases in Busan)

  • 도우곤;정우식
    • 한국환경과학회지
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    • 제30권7호
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    • pp.573-584
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    • 2021
  • To analyze the effects of PM10 and PM2.5 on daily mortality cases, the relations of death counts from natural causes, respiratory diseases, and cardiovascular diseases with PM10 and PM2.5 concentrations were applied to the generalized additive model (GAM) in this study. From the coefficients of the GAM model, the excessive mortality risks due to an increase of 10 ㎍/m3 in daily mean PM10 and PM2.5 for each cause were calculated. The excessive risks of deaths from natural causes, respiratory diseases, and cardiovascular diseases were 0.64%, 1.69%, and 1.16%, respectively, owing to PM10 increase and 0.42%, 2.80%, and 0.91%, respectively, owing to PM2.5 increase. Our result showed that particulate matter posed a greater risk of death from respiratory diseases and is consistent with the cases in Europe and China. The regional distribution of excessive risk of death is 0.24%-0.81%, 0.34%-2.6%, and 0.62%-1.94% from natural causes, respiratory diseases, and cardiovascular diseases, respectively, owing to PM10 increase, and 0.14%-1.02%, 1.07%-3.92%, and 0.22%-1.73% from natural causes, respiratory diseases, and cardiovascular diseases, respectively, owing to PM2.5 increase. Our results represented a different aspect from the regional concentration distributions. Thus, we saw that the concentration distributions of air pollutants differ from the affected areas and identified the need for a policy to reduce damage rather than reduce concentrations.

곤충 병원성 선충 Steinernema carpocapsae와 Heterorhabditis bacteriophora를 이용한 삼립해충의 방제 (Laboratory Evaluation of Entomopathogenic Nematodes, Steinernema carpocapsae and Heterorhabditis bacteriophora against Some Forest Insect Pests)

  • 추호렬;;이상명;김태옥;김준범
    • 한국응용곤충학회지
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    • 제30권4호
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    • pp.227-232
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    • 1991
  • 식엽성 삼림해충인 오리나무잎벌레와 사철나무알락명나방, 회양목명나방에 대한 곤충병원성 선충, Steinernema carpocapsae와 Heterorhabditis bacteriophora의 살충력을 알아보기 위하여 실내 검정한 결과 선충의 조유, 농도, 기주에 따라 차이는 있었으나 높은 치사력을 보았다. 오리나무잎벌레인 경우 S.carpocapsae를 유충 한 마리당 25~100마리/ml 농도로 엽상에 처리했을 때 1령충 85.0$\pm$4.1~100%, 2령충 80.0$\pm$5.8~100%, 3령충 65.0$\pm$10.8~100%의 치사율을 보였으며, H. bacteriophora 10~40마리/ml 처리에서는 1령충 82.5$\pm$6.9~100%, 2령충 77.5$\pm$4.7~100%의 치사율을 나타내었다. 사철나무 알락명나방은 유충 gs마리당 S. carpocapsae 5~80마리/ml 처리에서 98.9$\pm$1.1~100%, H. bacteriophora 2~40마리/ml 처리에서는 26.7$\pm$5.1~74.5$\pm$6.2%의 치사율을 나타내었으며, 회양목명나방은 유충한마리당 S. carpocapsae 20~80마리/ml 처리구에서 97.8$\pm$1.5~100%, H. bacteriophora 10~40마리/ml 처리구에서 92.0$\pm$6.2~98.9$\pm$1.1%의 살충력을 보였다.

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정상인(正常人) 및 당뇨병환자(糖尿病患者)에서의 경구당부하시(經口糖負荷時) 혈중(血中) Insulin과 C-Peptide의 변동(變動) (A Study of the Insulin and the C-Peptide Responses to Oral Glucose Load in Nondiabetic and Diabetic Subjects)

  • 이명철;최성재;김응진;민헌기;고창순
    • 대한핵의학회지
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    • 제11권1호
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    • pp.17-32
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    • 1977
  • The present study was undertaken to evaluate the significance of the insulin and the C-peptide rseponse to oral glucose loads in normal and diabetic subjects and to establish the effects of the obesity. In this study, the authors have measured plasma insulin and C-peptide by means of radioimmunoassay in 10 nonobese normal, 5 obese normal, 13 nonobese moderate diabetic patients, 9 obese moderate diabetic patients and 9 severe diabetic patients. The results obtained were as follows; 1. In 10 nonobese normal subjects, the plasma insulin level at fasting state and at 30, 60, 90, and 120 min after oral glucose loads were $15.7{\pm}3.4,\;48.3{\pm}9.8,\;40.4{\pm}6.7,\;37.4{\pm}6.5\;and\;26.0{\pm}4.2uU/ml(Mean{\pm}S.E.)$ and C-peptide were $1.9{\pm}0.3,\;3.9{\pm}0.6,\;6.3{\pm}0.6,\;5.7{\pm}0.5\;and\;4.0{\pm}0.5ng/ml$. The change of C-peptide was found to go almost parallel with that of insulin and the insulin value reaches to the highest level at 30 min whereas C-peptide reaches to its peak at 60min. 2. The plasma insulin level in 5 obese normal subjects were $38.9{\pm}12.3,\;59.5{\pm}12.3,\;59.2{\pm}17.1,\;56.1{\pm}20.0\;and\;48.4{\pm}17.2uU/ml$ and the C-peptide were $5.5{\pm}0.4,\;6.8{\pm}0.5,\;7.9{\pm}0.8,\;7.9{\pm}0.8\;and\;7.8{\pm}2.0ng/ml$. The insulin response appeared to be greater than nonobese normal subjects. 3. In 13 nonobese moderate diabetic patients, the plasma insulin levels were $27.1{\pm}4.9,\;44.1{\pm}6.0,\;37.3{\pm}6.6,\;35.5{\pm}8.1\;and\;34.7{\pm}10.7uU/ml$ and the C-peptide levels were $2.7{\pm}0.4,\;4.9{\pm}0.7,\;6.5{\pm}0.5,\;7.0{\pm}0.3\;and\;6.7{\pm}1.0ng/ml$. There was little significance compared to nonobese normal groups but delayed pattern is noted. 4. In 9 obese moderated diabetic patients, the plasma insulin levels were $22.1{\pm}7.9,\;80.0{\pm}19.3,\;108.0{\pm}27.0,\;62.0{\pm}17.6\;and\;55.5{\pm}10.1uU/ml$ and the C-peptide levels were $5.2{\pm}0.4,\;8.0{\pm}1.0,\;10.4{\pm}1.6,\;10.4{\pm}1.7\;and\;10.1{\pm}1.0ng/ml$ and its response was also greater than that of nonobese moderate diabetic patients. 5. The plasma insulin concentrations in 9 severe diabetic subjects were $8.0{\pm}3.8,\;12.1{\pm}3.5,\;16.8{\pm}4.6,\;19.6{\pm}5.2\;and\;15.0{\pm}5.0uU/ml$ and the C-peptide levels were $1.6{\pm}0.3,\;2.4{\pm}0.4,\;4.1{\pm}0.6,\;4.0{\pm}0.8\;and\;4.5{\pm}0.7ng/ml$ and the insulin and C-peptide responses were markedly reduced in severe diabetic groups. 6. There were-significant differences between each groups of patients on the magnitude of total insulin or C-peptide areas, the insulinogenic index and the C-peptide index.

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가로수 수종별 잎의 미세먼지 축적량 및 금속 원소 함량 평가 (Evaluation of accumulated particulate matter on roadside tree leaves and its metal content)

  • 권선주;차승주;이주경;박진희
    • Journal of Applied Biological Chemistry
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    • 제63권2호
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    • pp.161-168
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    • 2020
  • 식물 종마다 잎에 미세먼지(PM)를 흡착하는 정도가 서로 다르며 잎을 통해 PM을 흡수할 수 있는 것으로 알려져 있다. PM에 포함된 중금속은 인체 및 식물에 영향을 미칠 수 있으며 입자 크기에 따라 미치는 영향이 다를 수 있다. 따라서 충북대학교 내 도로변에 위치한 회양목 (Buxus koreana), 주목 (Taxus cuspidate), 철쭉 (Rhododendron yedoense), 이팝나무 (Chionanthus retusa)와 같은 가로수 잎에 축적된 PM을 입자 크기(PM>10 및 PM2.5-10)에 따라 분획 및 정량화하였다. 잎에 축적된 크기 별 PM의 금속 농도는 유도 결합 플라스마 질량 분석법(ICP-MS)으로 분석하였다. 나무 잎 표면에 축적된 PM>10의 질량은 6.11-32.7 ㎍/㎠, PM2.5-10의 질량은 0-14.8 ㎍/㎠이었다. 잎 표면에 홈이 있고 털을 갖고 있는 철쭉이 작은 PM 입자를 잘 유지하고 있었으며 광택이 있는 잎 표면을 가진 주목과 회양목은 많은 PM을 축적하고 있었다. PM은 Al, Ca, Mg, Fe와 같은 지각 구성 원소와 Cu, Pb, Zn와 같은 중금속을 포함하고 있었다. 지각 구성 원소의 농도는 PM>10 입자에서 더 높았고, 중금속 농도는 PM2.5-10 입자에서 상대적으로 더 높았다. 잎에 흡수된 Mn, Cd, Cu, Ni, Pb, Zn과 PM2.5-10의 중금속 농도는 유의한 상관관계를 보여 나무 잎을 통해 PM이 흡수될 수 있음을 확인하였다.

Study on the Effect of Cysteine and Myo-inositol on In Vitro Maturation of Porcine Oocytes

  • Lee, B.K.;Kim, S.K.
    • 한국수정란이식학회지
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    • 제22권4호
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    • pp.223-227
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    • 2007
  • This study was carried out to investigate the effect of morphology of oocytes, kinds of media, cysteine and myo-inositol supplementation on IVM rate of porcine oocytes. Cumulus- enclosed oocytes were incubated in maturation NCSU-23 and TCM-199 medium with supplementation with 3, 5, 10, 20 mM myo-inositol and 0.05, 0.1, 0.5, 1.0 mM cysteine. 1. When classified by morphology, excellent, good and fair of cumulus-enclosed oocytes were incubated for 48 hrs and the IVM rate were $14.2{\pm}3.7%{\sim}58.7{\pm}4.0%$, respectively. The rate were greater in oocytes with excellent cumulus cells than those without cumulus cells. 2. The IVM rate of oocytes cultured in TCM-199 and NCSU- 23 medium supplementation or non-supplementation with 1.0 mM myo-inositol were $7.5{\pm}4.5%,\;45.0{\pm}4.8%\;and\;4.4%,\;42.5{\pm}4.2%,\;18.0{\pm}5.2%$, respectively. Supplementation with myo-inositol significantly increased the IVM rate of oocytes. 3. The IVM rate of oocytes cultured in NCSU-23 medium supplementation of 3, 5, 10, 20 mM myo-inositol for 48 hrs were $47.5{\pm}4.5%,\;57.5{\pm}4.2%,\;62.5{\pm}4.9%,\;50.0{\pm}5.2%$, respectively. The IVM rate of oocytes in NCSU-23 medium supplemented with 10 mM myo-inositol were significantly increased compared to control ($42.5{\pm}4.0%$). 4. The IVM rate of oocytes cultured for 48 hrs in NCSU-23 media supplement with 0.3, 0.5, 1.0, 2.0 mM myo-inositol were $50.0{\pm}4.5%,\;62.5{\pm}4.2%,\;52.5{\pm}4.9%,\;45.0{\pm}4.2%$, respectively. The IVM rate of oocytes in NCSU-23 medium supplemented with 10 mM cysteine were significantly increased compared to control ($42.5{\pm}4.0%$).

Polysomnographic Results before and after Uvulopalatopharyngoplasty

  • Kim, Cheon-Sik;Kim, Dae-Sik;Lee, Yong-Seok;Cho, Cheon-Ung;Pae, Sang-Ho;Kim, Won-Tae
    • 대한임상검사과학회지
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    • 제45권2호
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    • pp.73-76
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    • 2013
  • Uvulopalatopharyngoplasty (UPPP) is one possibility for the treatment of Obstructive Sleep Apnea (OSA). The aim of this study was study the analysis of polysomnography of pre-UPPP and post-UPPP. All patients were evaluated by means of a physical examination, the epworth sleepiness scale (ESS), the beck depression inventory (BDI) and the nocturnal polysomnography (PSG) before surgery, and 6~12 months after surgery. A total of 15 patients were investigated. All underwent UPPP. The patients were between 26 and 62 years old ($mean{\pm}SD$; $39.7{\pm}10.9$) with a lean body mass index (BMI) of $mean{\pm}SD$; $26.2{\pm}3.0kg/m^2$. The comparison of sleep questionnaires showed that after UPPP, the patients had a significantly lower BMI ($26.2{\pm}3.0kg/m^2$ vs $26.0{\pm}3.4kg/m^2$, p=0.241), ESS ($10.0{\pm}5.4$ vs $6.9{\pm}3.2$, p=0.022), BDI ($9.2{\pm}8.2$ vs $4.2{\pm}4.3$, p=0.343) and higher blood pressure ($127.5{\pm}12.1$ vs $123.7{\pm}12.0$, p=0.272) compared to before UPPP. The comparison of sleep parameters showed that after UPPP, patients had a significantly lower stage N1 ($108.8{\pm}53.1$ vs $82.2{\pm}48.9$, p=0.016), lower sleep latency ($4.9{\pm}4.4$ vs $2.0{\pm}1.7$, p=0.083), a lower total arousal number ($210.6{\pm}90.3$ vs $147.1{\pm}87.3$, p=0.019), lower oxygen desaturation index (ODI) ($30.2{\pm}20.9$ vs $10.2{\pm}15.1$, p=0.006), lower apnea-hypopnea index (AHI) ($31.6{\pm}22.4$ vs $10.9{\pm}15.4$, p=0.005), and a lower respiratory disturbance index (RDI) ($37.4{\pm}21.3$ vs $18.5{\pm}16.5$, p=0.008) compared to after UPPP. The comparison of sleep parameters showed that after UPPP, patients had a significantly higher stage N2 ($154.0{\pm}39.9$ vs $180.5{\pm}49.5$, p=0.017), higher REM ($58.5{\pm}29.7$ vs $72.6{\pm}34.0$, p=0.249), higher $meanSaO_2$ ($94.3{\pm}2.0$ vs $95.9{\pm}0.9$, p=0.043), and higher $meanSaO_2$ ($79.3{\pm}8.5$ vs $83.1{\pm}7.9$, p=0.116) than before UPPP. After UPPP, 6 patients were cured, 2 showed marked improvement, and 7 did not improve. After surgery, the success of the treatment was at 53%. The subjective patient satisfaction was higher than before the surgery.

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서울 일부 지하철 승무원석의 PM, 이산화탄소, 일산화탄소 모니터링에 의한 실내 공기질 특성 평가 (Evaluation on Air Quality inside Subway Driver Cabin by Monitoring PM, $CO_2$, and CO Levels)

  • 곽현석;진구원;김원;양원수;최상준;박동욱
    • 한국환경보건학회지
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    • 제31권5호
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    • pp.379-386
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    • 2005
  • [ $PM_{10},\;PM_{2.5},\;CO_2\;and\;CO$ ] in driver cabins of subway line from 5 to 8 were monitored from 07:00 through 21:00 (or 19:30 or 20:00) on May. Driver cabin of subway line 7 showed the highest $PM_{10},\;PM_{2.5},\;CO_2\;and\;CO$ concentrations. General Linear Model indicated that subway line, subway location (ground and underground track) and running time (morning and afternoon) significantly influenced the concentrations of $PM_{10},\;PM_{2.5},\;CO_2\;and\;CO$ (p=0.000). Daily profile of $PM_{10},\;PM_{2.5},\;CO_2\;and\;CO$, expressed as an 30 minutes average, showed similar variation pattern over day period. These concentrations showed the highest concentrations between 07:00 and 09:00 of rush hour, slightly dropped and again rose slightly after 18:00. In correlation analysis, significant relations among $PM_{10},\;PM_{2.5},\;CO_2\;and\;CO$ were detected (p<0.01). In particular, correlation coefficient between $PM_{10}\;and\;PM_{2.5}$ was highly significant (r=0.884). Regression analysis also concluded that $PM_{10}$ concentration significantly explained 71.4% of variation of $PM_{2.5}$ concentration (p=0.000, $R^2=0.714$). Correlations by CO with $PM_{10}\;and\;PM_{2.5}$ were 0.451 and 0.520, which were higher than those by $CO_2$. Further study is needed to examine the sources of $PM_{2.5}$ and CO in subway and to compare pollutants concentration among subway lines.