• 제목/요약/키워드: General Linear Model

검색결과 689건 처리시간 0.024초

Control Indian meal moth Plodia interpunctella by gas treatment

  • Han, Gyung Deok;Kwon, Hyeok;Jin, Hyun Jung;Kum, Ho Jung;Kim, Bo Hwan;Kim, Wook
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2017년도 9th Asian Crop Science Association conference
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    • pp.45-45
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    • 2017
  • The Indian meal moth, Plodia interpunctella, is one of the most important pests of stored food in the food processing industry worldwide. To control the Indian meal moth, methyl bromide, phosphine, high carbon dioxide, sulfuryl fluoride and plant essential oil fumigation have been considered. However, these treatments have disadvantages. For example, depleting the ozone layer, showing resistance in insect, low control efficacy or need high cost for treatment. Chlorine dioxide ($ClO_2$) is strong disinfectant and insecticide. The gas caused a malfunction in enzymes. The oxidative stress induced by $ClO_2$ gas treatment damaged to a physiological system and all life stages of P. interpunctella. The gaseous $ClO_2$ is a convincing alternative to methyl bromide for controlling P. interpunctella. The gaseous $ClO_2$ was generated by a chlorine dioxide generator (PurgoFarm Co., Ltd., Hwasung, Korea). It generated highly pure $ClO_2$ gas and the gas blown out through a vent into a test chamber. Gas entry to the chamber was automatically controlled and monitored by a PortaSene II gas leak detector (Analytical Technology, Collegeville, PA, USA). The properly prepared eggs, larvae, pupae, and adults of P. interpunctella were used in this experiment. Data were analyzed using SAS 9.4. Percentage data were statistically analyzed after arcsine-root transformation. Analysis of variance was performed using general linear model, and means were separated by the least significant difference test at P < 0.05. Fumigation is an effective management technique for controlling all stages of P. interpunctella. We found that $ClO_2$ gas treatment directly effects on egg, larvae, pupae and adults of P. interpunctella. The gas treatment with proper concentration for over a day achieved 100 % mortality in all stages of P. interpunctella and short time treatment or low concentration gas treatment results showed that the egg hatchability, pupation rate, and adult emergency rate were lowered compare with untreated control. Also, abnormal pupae or adult rate were increased. Gaseous $ClO_2$ treatment induced insecticidal reactive oxygen species (ROS), and it resulted in fatal oxidative stress in P. interpunctella. Taken together, these results showed that exposure proper concentration and time of the gas control all stages of P. interpunctella by inducing fatal oxidative stress. Further studies will be required to apply the gas treatment under real-world condition and to understanding physiological reaction in P. interpunctella caused by oxidative stress.

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Screening for candidate genes related with histological microstructure, meat quality and carcass characteristic in pig based on RNA-seq data

  • Ropka-Molik, Katarzyna;Bereta, Anna;Zukowski, Kacper;Tyra, Miroslaw;Piorkowska, Katarzyna;Zak, Grzegorz;Oczkowicz, Maria
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권10호
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    • pp.1565-1574
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    • 2018
  • Objective: The aim of the present study was to identify genetic variants based on RNA-seq data, obtained via transcriptome sequencing of muscle tissue of pigs differing in muscle histological structure, and to verify the variants' effect on histological microstructure and production traits in a larger pig population. Methods: RNA-seq data was used to identify the panel of single nucleotide polymorphisms (SNPs) significantly related with percentage and diameter of each fiber type (I, IIA, IIB). Detected polymorphisms were mapped to quantitative trait loci (QTLs) regions. Next, the association study was performed on 944 animals representing five breeds (Landrace, Large White, Pietrain, Duroc, and native Puławska breed) in order to evaluate the relationship of selected SNPs and histological characteristics, meat quality and carcasses traits. Results: Mapping of detected genetic variants to QTL regions showed that chromosome 14 was the most overrepresented with the identification of four QTLs related to percentage of fiber types I and IIA. The association study performed on a 293 longissimus muscle samples confirmed a significant positive effect of transforming acidic coiled-coil-containing protein 2 (TACC2) polymorphisms on fiber diameter, while SNP within forkhead box O1 (FOXO1) locus was associated with decrease of diameter of fiber types IIA and IIB. Moreover, subsequent general linear model analysis showed significant relationship of FOXO1, delta 4-desaturase, sphingolipid 1 (DEGS1), and troponin T2 (TNNT2) genes with loin 'eye' area, FOXO1 with loin weight, as well as FOXO1 and TACC2 with lean meat percentage. Furthermore, the intramuscular fat content was positively associated (p<0.01) with occurrence of polymorphisms within DEGS1, TNNT2 genes and negatively with occurrence of TACC2 polymorphism. Conclusion: This study's results indicate that the SNP calling analysis based on RNA-seq data can be used to search candidate genes and establish the genetic basis of phenotypic traits. The presented results can be used for future studies evaluating the use of selected SNPs as genetic markers related to muscle histological profile and production traits in pig breeding.

Association between Single Nucleotide Polymorphisms in the Dgat2 Gene and Beef Carcass and Quality Traits in Commercial Feedlot Steers

  • Li, J.;Xu, X.;Zhang, Q.;Wang, X.;Deng, G.;Fang, X.;Gao, X.;Ren, H.;Xu, S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제22권7호
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    • pp.943-954
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    • 2009
  • Diacylglycerol acyltransferase (DGAT) is a key enzyme that catalyzes the final and rate-limiting step of triglyceride synthesis. Both DGAT1 and DGAT2 genes code proteins with DGAT activity. Studies have shown DGAT1 polymorphisms associate with intramuscular fat deposition in beef cattle, but fewer associations between DGAT2 and beef cattle economic traits have been reported. The objective of this study was to investigate single nucleotide polymorphism (SNP) in intron3 of bovine DGAT2 and evaluate the associations of that with carcass, meat quality, and fat yield traits. Test animals were 157 commercial feedlot steers belonging to 3 Chinese native breeds (22 for Luxi, 24 for Jinnan, and 23 for Qinchuan), 3 cross populations (20 for Charolais${\times}$Fuzhou, 18 for Limousin ${\times}$Luxi, and 17 for Simmental${\times}$Jinan) and 1 Taurus pure breed population (16 Angus steers). In the current study, 15 SNP were discovered in intron3 and exon4 of DGAT2 at positions 65, 128, 178, 210, 241, 255, 270, 312, 328, 334, 365, 366, 371, 415, and 437 (named as their positions in PCR amplified fragments). Only 7 of them (128, 178, 241, 270, 312, 328, and 371) were analyzed, because SNP in three groups (65-128-255, 178-210-365 and 241-334-366) were in complete linkage disequilibrium within the group, and SNP 415 was a deletion and 437 was a null mutation. Frequencies for rare alleles in the 3 native breed populations were higher than in the 3 cross populations for 178 (p = 0.04), 270 (p = 0.001), 312 (p = 0.03) and 371 (p = 0.002). A general linear model was used to evaluate the associations between either SNP genotypes or allele substitutions and the measured traits. Results showed that SNP 270 had a significant association with the fat yield associated with kidney, pelvic cavity, heart, intestine, and stomach (KPHISY). Animals with genotype CC and CT for 270 had less (CC: -7.71${\pm}$3.3 kg and CT: -5.34${\pm}$2.5 kg) KPHISY than animals with genotype TT (p = 0.02). Allele C for 270 was associated with an increase of -4.26${\pm}$1.52 kg KPHISY (p = 0.006) and $-0.92{\pm}0.45%$ of retail cuts weight percentage (NMP, Retail cuts weight/slaughter body weight) (p = 0.045); allele G for 312 was associated with an increase of -5.45${\pm}$2.41 kg KPHISY (p = 0.026). An initial conclusion was that associations do exist between DGAT2 gene and carcass fat traits. Because of the small sample size of this study, it is proposed that further effort is required to validate these findings in larger populations.

한국 전통음악 (국악)에 대한 자동 장르 분류 시스템 구현 (An Implementation of Automatic Genre Classification System for Korean Traditional Music)

  • 이강규;윤원중;박규식
    • 한국음향학회지
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    • 제24권1호
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    • pp.29-37
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    • 2005
  • 본 논문은 한국의 전통 음악, 즉 국악 장르를 자동으로 분류하는 시스템을 제안한다. 제안된 시스템은 입력 음악의 내용기반 분석을 통하여 궁중음악, 풍류방음악, 민속성악, 민속기악, 불교음악, 무속음악 등 6가지 장르중 하나로 자동분류하여 해당 음악의 장르 결과를 보여준다. 국악 장르 분류에 사용된 내용기반 알고리즘은 크게 음악의 특징 벡터 추출 그리고 장르 분류를 위한 패턴인식 과정 2가지로 구성된다. 음악의 특징 벡터 추출은 디지탈 신호 처리기술을 이용하여 해당 음악의 spectral centroid, rolloff, flux 등 STFT (Short Time Fourier Transform) 기반의 특징 계수들과 MFCC (Mel frequency cepstral coefficient), LPC (Linear predictive coding) 등의 계수들을 구한 후 SFS (Sequential Forward Selection) 최적 특징 벡터 열을 선별하여 사용하였으며 패틴 분류 알고리즘으로는 k-NN (k -Nearest Neighbor), Gaussian, GMM (Gaussian Mixture Model), SVM (Support Vector Machine) 분류기를 사용하였다. 특히 본 연구에서는 입력 질의의 패턴 (혹은 구간) 변화에 따른 시스템의 불확실성을 개선하기 위하여 MFC (Multi Feature Clustring) 방법을 이용하여 DB를 구축하였다. 모의실험 결과 k-NN 과 SVM 분류기 모두 $97{\%}$ 이상의 장르 분류 성공률을 보였으나, SVM 이 k-NN에 비해 약 3배 이상의 빠른 분류 성능을 가지고 있음을 확인하였다.

한국 성인들의 24시간 소변 분석법에 근거한 고나트륨군의 혈압과 고나트륨 섭취관련 위험인자에 관한 연구 (Blood Pressure and Dietary Related Risk Factors Associated with High Sodium Intake Assessed with 24-hour Urine Analysis for Korean Adults)

  • 정연선;임화재;김숙배;김희준;손숙미
    • 대한지역사회영양학회지
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    • 제19권6호
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    • pp.537-549
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    • 2014
  • Objectives: This study was conducted to examine blood pressure and other characteristics of a high sodium intake group assessed with 24-hr urine analysis and the dietary factors related to the risk of high sodium intake among Korean adults. Methods: A cross-sectional study was conducted with adults aged 20-59 years. Subjects who completed 24-hr urine collection (N = 205) were divided into 3 groups (tertile) according to the sodium intake estimated with 24-hour urine analysis. We compared the blood pressure, BMI and dietary related factors of the 3 groups (low, medium, high sodium intake group) with General Linear Model (GLM) and Duncan's multiple range test (p < 0.05). The risk factors related to high sodium intake were assessed with odds ratio (p < 0.05). Results: The sodium intake (mg/day) of the 3 groups were $3359.8{\pm}627.9$, $4900.3{\pm}395.1$ and $6770.6{\pm}873.9$, respectively, corresponding to daily salt intake (g/day) 8.5, 12.4 and 17.2, respectively. High sodium group showed significantly elevated age, BMI and systolic/diastolic blood pressure. Being male gender was associated with significantly increased risk of sodium intake (OR = 1.972; 95%CI: 1.083-3.593). The other factors related to high sodium intake were higher BMI (${\leq}25$) (OR = 2.619; 95% CI: 1.368-5.015), current alcohol consumption (OR = 1.943; 95%CI: 1.060-3.564), and having salty soybean paste with salt percentage > 14% (OR = 3.99; 95% CI: 1.404-6.841). The dietary attitude related to increased risk of high sodium intake included 'enjoy dried fish and salted mackerel' (p < 0.001) and 'eat all broth of soup, stew or noodle' (p < 0.001). Conclusions: Because high sodium intake was associated with higher blood pressure, nutrition education should focus on alcohol consumption, emphasis on related dietary factors such as using low salt soybean paste, improvements in the habit of eating dried fish and salted mackerel or eating all broth of soup, stew or noodle.

한우 Exostosin-1 유전자의 SNP 탐색 및 경제형질 관련성 분석 (Association Study Between the Polymorphisms of Exostosin-1 Gene and Economic Traits in Hanwoo)

  • 김범수;김남국;이승환;조용민;허강녕;박응우;양부근;윤두학
    • Journal of Animal Science and Technology
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    • 제53권1호
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    • pp.7-13
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    • 2011
  • 본 연구는 한우의 경제형질 관련 유전적 표지인자(DNA marker) 개발을 목적으로 EXT1 유전자의 다형성과 발현양상을 관찰하여 경제형질과의 관련성을 확인하고자 수행하였다. PCRdirect sequencing을 통하여 4개(T272196A, C272359T, G290964A 및 A302092G)의 SNPs를 탐색 하였으며, 탐색된 SNPs를 통하여 PCR-RFLP 기법으로 유전자형을 결정한 후 경제형질과 관련성을 분석하였다. 그 결과 T272196A 좌위에서 근내지방 육종가(p=0.014), G290964A 좌위에서 등지방두께 육종가 추정치(p=0.001), A302092G 좌위에서는 등지방두께 육종가(p < 0.001) 및 등심단면적 육종가(p=0.020)에서 각각 유의적인 연관성이 인정되었다. 따라서, 본 연구를 통해 확인된 SNP를 이용하여 한우의 선발에 활용 가능할 것으로 사료된다.

케이지 내 사육 공간의 차이에 따른 산란계의 음성 특성 (Characteristics of Vocalizations of Laying Hen Related with Space in Battery Cage)

  • 손승훈;신지혜;김민진;강정훈;임신재;백인기
    • Journal of Animal Science and Technology
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    • 제51권5호
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    • pp.421-426
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    • 2009
  • 본 연구는 산란계의 사육공간의 크기별 발성음의 특성을 파악하기 위해 하이라인브라운(Hy-Line Brown) 80주령의 산란계를 대상으로 2008년 10월부터 2009년 2월까지의 기간 동안 발성음을 수집 및 녹음하였다. 산란계의 사육 케이지는 무항생제 축산물 사육밀도조건을 만족하는 0.0231 $m^3$ (0.3m ${\times}$ 0.14m ${\times}$ 0.55m)을 개체당 사육공간의 기준(control)으로 하고, 좁은 공간(small, 0.21m ${\times}$ 0.14m ${\times}$ 0.55m)과 넓은 공간(large, 0.3m ${\times}$ 0.3m ${\times}$ 0.55m) 등의 3가지 유형으로 구분하였다. 하루 3회, 각각 1시간씩 디지털 녹음기(PMD-650, Marantz)와 마이크(MKH 416P48, RF Condenser Mic.)를 이용하여 발성음을 녹음하여 분석을 실시하였다. 발성음의 스펙트로그램을 비교한 결과 케이지의 크기별로 차이가 있는 것으로 나타났으며, 스펙트럼을 비교한 결과 역시 차이가 있었다. 또한 발성음의 주파수, 강도 및 길이 역시 통계적으로 유의한 차이를 나타내었다. 본 연구를 통해 산란계의 사육공간과 발성음 사이에는 깊은 관련이 있었으며, 사육공간에 의한 스트레스의 정도를 파악하기 위해 발성음은 매우 유용할 것으로 판단된다.

중국 상하이·허쩌 중·고등학생의 식습관과 비만도 및 영양지식과의 관련성 연구 (Associations of Eating Habits with Obesity and Nutrition Knowledge for Middle and High School Adolescents in Shanghai and Heze China)

  • 송양;안효진;최지혜;오세영
    • 한국식생활문화학회지
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    • 제29권6호
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    • pp.648-658
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    • 2014
  • The aim of this study was to investigate the relationships between eating habits and health among adolescents in Shanghai and Heze, China. A cross-sectional study was conducted in 2013 on 2,089 adolescents; 1,089 students were from Shanghai and 999 students from Heze region. Eating habits, weight, height, and nutritional knowledge were assessed using a self-administered questionnaire. Eating habits score was classified into two categories: healthy eating habits and unhealthy eating habits, based on "Korean Youth Risk Behavior Web-based Survey", for statistical data analysis. Associations between eating habits, BMI, and nutritional knowledge were examined using a general linear model with adjustment of potential confounding factors such as region, gender, age, parents' education level, and pocket money. Statistical analyses were performed using the SAS (version 9.3) program. Proportions of healthy eating habits group were 90.0% for breakfast (3-7 times/wk), 29.1% for fruit (${\geq}once/d$), 12.5% for vegetable (${\geq}3times/d$), 7.3% for milk (${\geq}2times/d$), 90.0% for fast food (<3 times/wk) consumption, respectively. The average BMI score was 20.1 (Shanghai 20.5 Heze 19.6), which is in the range of normal weight. Rates of obesity and overweight were 16.5% and 8.3% in Shanghai and Heze, respectively. There were significant negative correlations between intake frequencies of breakfast, fast food, biscuits, sugar, chocolate, and BMI score. Eating habits and nutritional knowledge score showed a significant positive correlation. These results showed better eating habits regarding eating regularity and consumption of fruits and soft drinks in Chinese adolescents compared with Korean adolescents, although cultural differences were not fully considered. This study demonstrated significant associations of BMI and nutritional knowledge with dietary behavior in Chinese adolescents in two regions of China. Further studies on Chinese adolescents from other regions in China should be considered.

한우 Inositol 1,4,5-triphosphate Receptor Type 1 (IP3R1) 유전자의 다형성 및 형질 관련성 분석 (Association Study Between Polymorphisms of Inositol 1,4,5-triphosphate Receptor Type 1 (IP3R1) Gene and Carcass Traits in Korean Cattle (Hanwoo))

  • 김남국;김건석;정유성;문희주;조용민;윤두학
    • Journal of Animal Science and Technology
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    • 제51권4호
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    • pp.289-294
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    • 2009
  • 본 연구는 한우 inositol 1,4,5-triphosphate receptor type1(IP3R1) 유전자를 대상으로 SNP를 발굴하고, 도체형질과의 관련성 분석을 위하여 수행하였다. PCR 및 염기서열 결정법을 통해 IP3R1 유전자내 3개의 SNP를 발굴하였고, 이중 intron 29에 위치하는 SNP의 경우 미 보고된 신규 SNP로 확인되었다. 발굴된 3개의 SNP를 대상으로 표현형 기록치를 보유한 후대검정우 583두에 대하여 유전자형 분석 및 관련성 분석을 수행하였다. 분석결과 3개의 SNP 중 g.1428617A>G SNP가 생시체중(P<0.05) 및 도체중(P<0.01)과 유의적인 상관관계가 있음을 확인할 수 있었다. 이러한 결과는 추후 한우 개량을 위한 유전자 마커로 활용이 가능할 것으로 판단된다.

Luteinizing hormone beta gene polymorphism and its effect on semen quality traits and luteinizing hormone concentrations in Murrah buffalo bulls

  • Reen, Jagish Kour;Kerekoppa, Ramesha;Deginal, Revanasiddu;Ahirwar, Maneesh Kumar;Kannegundla, Uday;Chandra, Satish;Palat, Divya;Das, Dayal Nitai;Kataktalware, Mukund Amritrao;Jeyakumar, Sakthivel;Isloor, Shri krishna
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권8호
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    • pp.1119-1126
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    • 2018
  • Objective: Present investigation was aimed to study the Single Nucleotide Variants of the luteinizing hormone beta ($LH{\beta}$) gene and to analyze their association with the semen quality (fresh and post-thawed frozen semen) and luteinizing hormone (LH) concentrations in Murrah buffalo bulls. Methods: Polymerase chain reaction-single stranded conformational polymorphism (PCR-SSCP) and Sanger sequencing method is used to study genetic variability in $LH{\beta}$ gene. LH assay was carried out using enzyme-linked immunosorbent assay method. A fixed general linear model was used to analyze association of single nucleotide polymorphism (SNP) of $LH{\beta}$ gene with semen quality in 109 and LH concentrations in 80 Murrah bulls. Results: $LH{\beta}$ gene was found to be polymorphic. Total six SNPs were identified in $LH{\beta}$ gene g C356090A, g C356113T, g A356701G, g G355869A, g G356330C, and g G356606T. Single Stranded Conformational Polymorphism variants of pattern 2 of exon 1+pattern 2 of exon 2+pattern 1 of exon 3 had highly significant (p<0.01) effect on sperm concentration (million/mL), percent mass motility, acrosome integrity and membrane integrity in fresh and frozen semen whereas significant (p<0.05) effect was observed on percent live spermatozoa. SSCP variants of pattern 2 of exon 1+pattern 2 of exon 2+pattern 1 of exon 3 had highly significant (p<0.01) effect on luteinizing hormone concentrations too. Conclusion: The observed association between SSCP variants of $LH{\beta}$ gene with semen quality parameters and LH concentrations indicated the possibilities of using $LH{\beta}$ as a candidate gene for identification of markers for semen quality traits and LH concentrations in Murrah buffaloes.