• Title/Summary/Keyword: erythocyte

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

  • Lee, Jaejin;Hong, Hyeonji;Song, Jae Min;Yeom, Eunseop
    • Journal of the Korean Society of Visualization
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    • v.19 no.1
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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.

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

  • 임현숙
    • Journal of Nutrition and Health
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    • v.31 no.8
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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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Nutrition Survey of Children in A Kindergarten of a Private Elementary School in Pusan 1. A Study on Nutrient intake and Nutritional Status (부산시내 일부 사립국민학교 부속 유치원 어린이의 영양 실태에 관한 연구 1. 영양 섭취실태 및 건강실태 조사)

  • Kim, Kap-Soon;Lee, Sung-Ho;Chae, Ki-Su;Lim, Hyo-Jin
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.23 no.4
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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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Effects of Supplementation of Puerariae Radix Ethanol Extract on the Antioxidative Defense System in Rats (갈근 에탄올 추출물이 흰쥐의 항산화계에 미치는 영향)

  • Lee Okhee
    • Journal of Nutrition and Health
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    • v.37 no.10
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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.

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

  • Yeoun, Dong-Soo;Kang, Doo-Hee
    • The Korean Journal of Physiology
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    • v.17 no.2
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    • pp.135-142
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    • 1983
  • $PGE_2$ and $PGF_{2{\alpha}}$ are known to act similarly in a number of animal tissues. They both facilitate regression of corpus luteum(Poyser, 1972; Fuch et al, 1974; Coudert et at, 1974) and stimulate contraction of uterine muscle (Laudanski et al, 1977; Porter et al, 1979; Hollingsworth et al, 1980). It is, however, not known whether these two prostaglandins exert similar actions in osmotic fragility of erythrocytes (Rasmussen et al, 1975) and $PGF_{2{\alpha}}$ alters conformation of membrane proteins (Meyers aud Swislocki, 1974). The former effect may not be mediated through changes in c- AMP concentration in the cell, since the adenylate cyclase activity in human erythrocyte is extremely low (Rodan et al, 1976; Sutherland et al, 1962) and the latter effect implies that physical state (or fluidity) of the membrane is altered by $PGF_{2{\alpha}}$. The present study was undertaken to elucidate mechanisms of action of $PGE_2$ and $PGF_{2{\alpha}}$ on the human erythocyte membrane by examining their effects on osmotic fragility and $Ca^{++}$ binding to the membrane fragments. The results are summarized as follows: 1) $PGE_2$ and $PGF_{2{\alpha}}$ increased osmotic fragility at concentrations above $10^{11}\;M$, the effect being similar for both hormones. The concentration of NaCl for 100% hemolysis was $1/16{\sim}1/17\;M$ in the presence of $10^{11}\;M\;PGE_2$ or $PGF_{2{\alpha}}$ and 1/18 M in the absence of the hormone (control). 2) When erythrocytes were suspended in 1/15 M NaCl solution, $44.2{\pm}4.3%$ of cells were hemolyzed. Addition of $10^{12}\;M\;PGE_2$ or $PGF_{2{\alpha}}$ did not increase hemolysis. When the concentration of the hormones was increased to $10^{11}\;M$, however the degree of hemolysis increased markealy to about 80%. No further increase in hemolysis was observed at concentration of the hormones above $10^{11}\;M$. 3) The additional hemolysis due to $10^{11}\;M\;PGE_2$ and $PGF_{2{\alpha}}$ appeared to he identical regardless of absence or presence of $Ca^{++}\;(0.5{\sim}10\;mM)$ in the suspending medium. 4) In the absence of prostaglandin, the binding of $Ca^{++}$ to the erythrocyte membrane increased curvilinearly as the $Ca^{++}$ concentration increased up to 5 mM above which it leveled off. A similar dependence of $Ca^{++}$ binding on the $Ca^{++}$ concentration was observed in the presence of $10^{11}\;M\;PGE_2$ or $PGF_{2{\alpha}}$, however, the amount of $Ca^{++}$ bound at a given $Ca^{++}$ concentration was significantly higher than in the absence of the hormones. 5) As in the hemolysis, $PGE_2$ and $PGF_{2{\alpha}}$ did not affect the $Ca^{++}$ binding at a concentration of $10^{12}\;M$, but increased it by about 100% at concentration above $10^{11}\;M$. These result indicate that both tile osmotic fragility of erythrocyte and the $Ca^{++}$ binding to the erythrocyte membrane are similarly enhanced by $PGE_2$ and $PGF_{2{\alpha}}$, but these two effects are not causally related. It is, therefore, concluded that the prostaglandin-induced hemolysis is not directly associated with alterations of the $Ca^{++}$ content in the membrane.

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