• 제목/요약/키워드: erythocyte

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Gated recurrent unit (GRU) 신경망을 이용한 적혈구 침강속도 예측 (Forecasting of erythrocyte sedimentation rate using gated recurrent unit (GRU) neural network)

  • 이재진;홍현지;송재민;염은섭
    • 한국가시화정보학회지
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    • 제19권1호
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    • pp.57-61
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    • 2021
  • In order to determine erythrocyte sedimentation rate (ESR) indicating acute phase inflammation, a Westergren method has been widely used because it is cheap and easy to be implemented. However, the Westergren method requires quite a long time for 1 hour. In this study, a gated recurrent unit (GRU) neural network was used to reduce measurement time of ESR evaluation. The sedimentation sequences of the erythrocytes were acquired by the camera and data processed through image processing were used as an input data into the neural network models. The performance of a proposed models was evaluated based on mean absolute error. The results show that GRU model provides best accurate prediction than others within 30 minutes.

한국인 임신 여성의 제대혈 엽산 농도와 임신의 결과 (Folate Levels of Umbilical Cord Blood and Pregnancy Outcomes)

  • 임현숙
    • Journal of Nutrition and Health
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    • 제31권8호
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    • pp.1263-1269
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    • 1998
  • The maintenance of adequate folate levels in the umbilical cord blood is esential for supplying tissue requirements of fetal growth. However, there is data on folate levels in the cord blood of Korean infant. The present investigation was undertaken to determine folate levels in cord blood and aassess relationships between folate levels and pregnancy outcomes. Dietary and supplementary folate intake was obtained from thirty subjects who were in the third trimester fo pregancy . The umbilical cord blood was drawn at delivery and pregnancy outcomes for the subjects were collected from their medical records. Erythrocyte and plasma folate levels in the cord blood were analyzed. The subjects were divided into two groups ; high folate (HF, $\geq$654ng/ml) and low folate (LF, <654ng/ml) groups according to erythrocyte folate levels in cord blood. Dietary folate intake and the amount of supplemental folates were not significantly different between the two experimental groups. However, infant birth weight (3540$\pm$295g) and placental weight(910$\pm$85g) for the HF group were significantly higher(p=0.0041 and p=0.109, respectively) than those for the LF group, which were 3127 $\pm$419g and 823$\pm$80g , respectively. Although it was not significant, the gestational weight gain for the HF group was 2.8kg higher than that for the LF group. Thus, the erythrocyte folate level in the cord blood was significantly related to infant birth weight and placental weight. These results confirm that a high erythrocyte folate level in the umbilical cord blood promotes both fetal and placental growth and improves gestational weight gain as well.

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부산시내 일부 사립국민학교 부속 유치원 어린이의 영양 실태에 관한 연구 1. 영양 섭취실태 및 건강실태 조사 (Nutrition Survey of Children in A Kindergarten of a Private Elementary School in Pusan 1. A Study on Nutrient intake and Nutritional Status)

  • 김갑순;이성호;채기수;임효진
    • 한국식품영양과학회지
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    • 제23권4호
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    • pp.587-593
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    • 1994
  • A nutrition survey of 152 children , in the kindergarten attached to a proivate elimentary school of Pusan, was undertaken between Dec. 1 and Dec.14, 1993, to investigate dietary intake and nutrition status. The results are summarized as follows. 1) Compared with the Korean child development standard, their development conditions showed 113.1% , 102.2% , 103.3%, 101.75 in weight, height, head and chest, respectively. 2) By the standard of WLI(Weight Length Index) , proper to the children between age 4 and 6 , there proved to be 25% overweight and 4% obesity, 25% overweight and 19% obesity , 28 overweight and 26% obesity in 4-year-old, 5 year-old, and 6 -year-old children, respectively. 3) The children between age 4 and 6 averaged 37.6% in hematocrit and 12.4-12.8 5 in hemoglobin. these values were higher than those of the Korea child development standard. but the numbers of erythocyte, leucocyte and platelets were normal . Only a single child was considered suffering from aenmia . The 8% of them were over 200mg/이 in cholesterol, dangerously approaching the atherosclerosis. The 31% averaged 120mg/이 in triglyceride . And the 6% proved 100mg/이 in blood glucose when hung교. So it came out that not a few children had some factors dangers to diabetes, atherosclerosis and heart diseases : complications arising from obesity. 4) The intake of nutrients , except the 4-year-old children , ranged 108.4% to 2665 from the recommended value. The rates of carbohydrate, fat and protein to be much correlation among total intake of nutrients, development , results of blood test and WLI. The degree of obesity was proportionate to the intake of nutrients.

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갈근 에탄올 추출물이 흰쥐의 항산화계에 미치는 영향 (Effects of Supplementation of Puerariae Radix Ethanol Extract on the Antioxidative Defense System in Rats)

  • 이옥희
    • Journal of Nutrition and Health
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    • 제37권10호
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    • pp.872-880
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    • 2004
  • This study was performed to investigate the effect of Puerariae radix-ethanol extracts rich in isoflavone on the antio-xidative system of rats. For this purpose, first, Puerariae radix was extracted with ethanol, and its total isoflavone and puerarin contents were analysed. Second, female Sprague Dawley rats were fed for 6 weeks with four diets which were based on AIN96G diet and supplemented with Puerariae radix-ethanol extracts to contain isoflavone. The isoflavone contents of four experimental diets were 0 mg, 500 mg, 1,000 mg, 2,000 mg per kg diet, respectively (control, P0.05%,P0.1%, P0.2%). Liver and erythrocyte activities of antioxidative enzyme such as superoxide dismutase (SOD), catalase,glutathione peroxidase (GSHpx) were measured. Also, plasma and liver malondialdehyde (MDA) concentrations, liver glutathione (GSH) and oxidized glutathione (GSSG) concentrations were measured. The total isoflavone content of Puerariae radix-ethanol extract was 3067.6 mg per 100 g extract and the content of puerarin was 2557.4 mg per 100 g extract. The erythrocyte activities of GSH-Px and catalase were higher in group P0.1% and P0.2%. But SOD activity of erythocyte did not show any difference by the Puerariae radix-ethanol extract supplementation in diet. The activity of SOD in liver increased significantly by the supplementation of extract, showing highest level in P0.1% group. The liver GSH concentration increased significantly in group of P0.05%, P0.1%, and P0.2% compared with control group (p <0.05). The GSSG concentration in liver showed no difference by the supplementation of Puerariae radix extract from the control group, except P0.2% group. The plasma MDA concentration did not show any significant differences by the extract supplementation. But the liver MDA concentration decreased by the extract supplementation, showing the lowest level in P0.1 % diet group. These results suggest that the supplementation of Puerariae radix-ethanol extract can inhibit lipid peroxidation in liver and enhance the antioxidative defense competence of rats.

$PGE_2$$PGF_{2{\alpha}}$가 삼투성 용혈 및 적혈구막 $Ca^{++}$결합에 미치는 영향 (Effect of $PGE_2$ and $PGF_{2{\alpha}}$ on the Osmotic Fragility and Membrane $Ca^{++}$ Binding in Human Erythrocytes)

  • 연동수;강두희
    • The Korean Journal of Physiology
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    • 제17권2호
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    • pp.135-142
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    • 1983
  • $PGE_2$$PGF_{2{\alpha}}$가 용혈 및 적혈구막 절편에서 $Ca^{++}$ 결합에 미치는 영향을 관찰하여 다음과 같은 결론을 얻었다. 1) $PGF_{2{\alpha}}$$PGE_2$와 같이 적혈구막 삼투성 취약성을 증가시키는데 대조군에서는 NaCl농도 1/18 M 용액에서 완전히 용혈되었으나 $PGE_2$$PGF_{2{\alpha}}$$10^{11}M$ 이상 포함될 경우 NaCl농도 $1/16{\sim}1/17\;M$ 에서 100 % 용혈이 일어났다. 2) 동일한 적혈구 부유액을 사용할 때 NaCl농도 1/15 M 용액에서 대조군은 $44.2{\pm}4.3%$가 용혈되나 $PGE_2$$PGF_{2{\alpha}}$$10^{11}M$농도로 포함되었을 때 용혈은 각기 $73.6{\pm}8.4%$$68.7{\pm}6.4%$로 대조군에 비하여 의의있게 증가하였으며 그 이상의 농도에서는 더 이상 증가를 보이지 않았다. 3) $PGE_2$$PGF_{2{\alpha}}$에 의해 증가된 용혈은 어느 $Ca^{++}$농도에서도 대조군보다 항상 일정한 정도로 증가되어 있다. 4) 적혈구막 절편에서의 $Ca^{++}$결합은 대조군이나 $PGE_2$$PGF_{2{\alpha}}$처치군 모두 incubation용액내 $Ca^{++}$농도가 증가함에 따라 곡선적으로 증가하여 $Ca^{++}$농도 5 mM에서 포화된다. 그러나 같은 농도의 $Ca^{++}$에서 비교할 때 적혈구막의 $Ca^{++}$결합은 $PGE_2$$PGF_{2{\alpha}}$ 존재시 대조군에 비하여 의의있게 증가되었다. 이상의 결과로 보아 $PGE_2$$PGF_{2{\alpha}}$가 적혈구막의 삼투성 취약성을 증가시키는 기전은 $Ca^{++}$과는 독립적으로 작용함을 알 수 있다.

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