• 제목/요약/키워드: Genetic-analysis

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집단 및 가족기반연구에서의 유전적 연관성 분석 고찰: 방법론과 소프트웨어 (A Review of Genetic Association Analyses in Population and Family Based Data: Methods and Software)

  • 이효정;김민지;박미라
    • 응용통계연구
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    • 제23권1호
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    • pp.95-111
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    • 2010
  • 최근 단일염기다형성 및 일배체형을 이용한 질병-유전자간 연관성연구가 많이 진행되고 있으며, 이를 위한 다양한 분석방법과 분석도구가 개발되고 있다. 그러나 통합 소프트웨어는 충분히 확립되지 못하였으며, 각 소프트웨어가 제공하는 분석방법 및 양식에 차이가 많아 연구자가 적절한 것을 선택하기가 쉽지 않다. 본고에서는 유전적 연관성연구를 사전분석단계, 집단기반연구방법, 가족기반연구방법으로 나누어 각각의 목적에 따른 분석방법을 고찰하고, 이의 분석을 위한 주요 소프트웨어로서 FBAT, SAS/Genetics, SAGE, R의 지원내용과 방법을 비교하였다.

Detection of superior genotype of fatty acid synthase in Korean native cattle by an environment-adjusted statistical model

  • Lee, Jea-Young;Oh, Dong-Yep;Kim, Hyun-Ji;Jang, Gab-Sue;Lee, Seung-Uk
    • Asian-Australasian Journal of Animal Sciences
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    • 제30권6호
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    • pp.765-772
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    • 2017
  • Objective: This study examines the genetic factors influencing the phenotypes (four economic traits:oleic acid [C18:1], monounsaturated fatty acids, carcass weight, and marbling score) of Hanwoo. Methods: To enhance the accuracy of the genetic analysis, the study proposes a new statistical model that excludes environmental factors. A statistically adjusted, analysis of covariance model of environmental and genetic factors was developed, and estimated environmental effects (covariate effects of age and effects of calving farms) were excluded from the model. Results: The accuracy was compared before and after adjustment. The accuracy of the best single nucleotide polymorphism (SNP) in C18:1 increased from 60.16% to 74.26%, and that of the two-factor interaction increased from 58.69% to 87.19%. Also, superior SNPs and SNP interactions were identified using the multifactor dimensionality reduction method in Table 1 to 4. Finally, high- and low-risk genotypes were compared based on their mean scores for each trait. Conclusion: The proposed method significantly improved the analysis accuracy and identified superior gene-gene interactions and genotypes for each of the four economic traits of Hanwoo.

Genetic Diversity and Differentiation of Colletotrichum spp. Isolates Associated with Leguminosae Using Multigene Loci, RAPD and ISSR

  • Mahmodi, Farshid;Kadir, J.B.;Puteh, A.;Pourdad, S.S.;Nasehi, A.;Soleimani, N.
    • The Plant Pathology Journal
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    • 제30권1호
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    • pp.10-24
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    • 2014
  • Genetic diversity and differentiation of 50 Colletotrichum spp. isolates from legume crops studied through multigene loci, RAPD and ISSR analysis. DNA sequence comparisons by six genes (ITS, ACT, Tub2, CHS-1, GAPDH, and HIS3) verified species identity of C. truncatum, C. dematium and C. gloeosporiodes and identity C. capsici as a synonym of C. truncatum. Based on the matrix distance analysis of multigene sequences, the Colletotrichum species showed diverse degrees of intera and interspecific divergence (0.0 to 1.4%) and (15.5-19.9), respectively. A multilocus molecular phylogenetic analysis clustered Colletotrichum spp. isolates into 3 well-defined clades, representing three distinct species; C. truncatum, C. dematium and C. gloeosporioides. The ISSR and RAPD and cluster analysis exhibited a high degree of variability among different isolates and permitted the grouping of isolates of Colletotrichum spp. into three distinct clusters. Distinct populations of Colletotrichum spp. isolates were genetically in accordance with host specificity and inconsistent with geographical origins. The large population of C. truncatum showed greater amounts of genetic diversity than smaller populations of C. dematium and C. gloeosporioides species. Results of ISSR and RAPD markers were congruent, but the effective maker ratio and the number of private alleles were greater in ISSR markers.

고등해석과 유전자 알고리즘을 이용한 반강접 강뼈대 구조물의 직접설계시스템의 최적화 (Optimization of direct design system of semi-rigid steel frames using advanced analysis and genetic algorithm)

  • 최세휴
    • 한국강구조학회 논문집
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    • 제18권6호
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    • pp.707-716
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    • 2006
  • 본 논문에서는 고등해석과 유전자 알고리즘을 이용한 반강접 강뼈대 구조물의 직접설계시스템의 최적화를 수행하였다. 고등해석은 접합부의 비선형, 기하학적 비선형 및 재료적 비선형을 고려한다. 기하학적 비선형은 안정함수를 사용하여 고려하였으며, 재료적 비선형은 CRC 접선 탄성계수와 포물선 함수를 사용함으로서 고려하였다. 접합부의 비선형은 Kishi와 Chen이 제안한 3가지 매개변수를 가지는 파워모델을 사용하여 고려하였다. 최적화 기법으로는 유전자 알고리즘을 사용하였다. 목적함수는 구조물의 중량을 사용하였으며, 제약조건식은 구조시스템의 하중-저항능력, 처짐, 층간 수평변위 및 연성요구 조건을 고려하였다. 제안된 방법에 의한 설계결과를 기존의 방법들과 비교하였다.

유전알고리즘을 이용한 능형회귀모형의 검정 : 빈도별 홍수량의 지역분석을 대상으로 (Calibration of the Ridge Regression Model with the Genetic Algorithm:Study on the Regional Flood Frequency Analysis)

  • 성기원
    • 한국수자원학회논문집
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    • 제31권1호
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    • pp.59-69
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    • 1998
  • 빈도별 홍수량의 지역분석을 위하여 유역의 지형특성을 독립변수로 이용하는 회귀모형을 검정하였다. 그런데 이들 독립변수들간의 상관관계가 존재할 경우 능형회귀모형이 이용되기도 하는 이 방법은 다중공선성 문제를 극복하는데 적합한 방법으로 알려져 있다. 능형회귀모형을 최적화하기 위해서는 조정변수가 포함되는 비용함수를 최소화하여야 한다. 본 연구에서는 이 최적화를 위하여 유전알고리즘을 이용하였다. 유전알고리즘은 자연 생물의 유전 및 진화과정을 모방한 추계학적 탐색방법을 말한다. 이러한 유전알고리즘을 이용하여 지역분석 모형을 검정한 결과 안정된 매개변수의 가중치를 얻을 수 있었다.

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Fusarium 종에서의 RAPD-PCR분석 (RAPD-PCR Analysis in Fusarium species)

  • 민병례;양연주;최영길
    • 미생물학회지
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    • 제35권2호
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    • pp.107-114
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    • 1999
  • Fusarium 균에 속하는 16종 21균주를 대상으로 RAPD-PCR 방법을 이용하여 DNA 다형성을 분석하여 계통 유전학적 유연관계를 검토하였다. 40개의 random primer 로 시험하여 실험한 모든 종에서 다형성을 나타내는 11개의 primer를 선별하였다. RAPD 분석결과 평균 23.9개씩 모두 263개의 크기가 다른 RAPD 밴드들을 조사할 수 있었다. 각 primer에 대해 각각 독특한 DNA 다형성을 나타내었고, 증폭된 DNA 크기는 0.1-3.0 kb 범위에서 형성되었다. 각 균주간의 genetic similarity를 계산하여 유연관계를 dendrogram 으로 나타내었다. Genetic similarity 0.627을 기준으로 하여 크게 4그룹으로 나눌 수 있었다.

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Genetic Variations and Phylogenetic Relationships of Tribe Forsythieae (Oleaceae) Based on RAPD Analysis

  • Tae Kyoung-Hwan;Kim Dong-Kap;Kim Joo-Hwan
    • Plant Resources
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    • 제8권2호
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    • pp.135-144
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    • 2005
  • RAPD analysis was performed to discuss the taxonomic status and phylogenetic relationships among the tribe Forsythieae and related groups. Two hundred and eighteen scorable polymorphic bands were detected from fourteen oligonucleotide primers. From the results of RAPD analysis by Nei and Li's genetic distance, each individuals of Abeliophyllum distichum showed high genetic relationships with ranging from 0.085 to 0.301, also the genus Forsythia showed from 0.042 to 0.655 among the species and populations. But, Abeliophyllum and Forsythia showed distinct dissimilarity, ranging from 0.610 to 1.258. And genetic differences among the population of Forsythia were 0.042 in F. koreana, 0.275 in F. saxatilis, 0.275 in F. ovata, 0.279 in F. nakaii, and 0.249 in F. viridissima. The UPGMA phenogram of tribe Forsythieae based on the results of RAPD analysis were presented that Abeliophyllum is distinct genus different from Forsythia. NJ tree which applied as the outgroups Fontanesia and Jasminum was derived, and it showed that tribe Forsythieae might be a monophyletic group. The genus Fontanesia was showed as sister group of tribe Forsythieae. Among the populations of taxa in Forsythia, F. koreana and F. saxatilis were more closely related, and F. ovata and F. nakaii were very closely related to F.japonica. And Fontanesia was the sister group of tribe Forsythieae.

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Genetic Distances Among Rice Mutant Genotypes Assessed by AFLP and Aluminum Tolerance-Related Traits

  • Malone, Emilia;Kopp, Mauricio Marini;Malone, Gaspar;Branco, Juliana Severo Castelo;Carvalho, Fernando Iraja Felix;Oliveira, Antonio Costa de
    • Journal of Crop Science and Biotechnology
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    • 제10권2호
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    • pp.106-111
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    • 2007
  • Increasing genetic variability with mutagenic agents has been broadly employed in plant breeding because it has the potential to alter one or more desirable traits. In this study, a molecular analysis assessed by Amplified Fragment Length Polymorphisms(AFLPs) and a morphological analysis based on seedlings subjected to aluminum stress were compared. Also, an analysis of allelic frequencies was performed to observe unique alleles present in the pool. Genetic distances ranging from 0.448 to 0.953 were observed, suggesting that mutation inducing was effective in generating variability. The genetic distances based on morphological data ranged from 0(genotypes 22 and 23) to 30.38(genotypes 15 and 29). In the analysis of allelic frequency, 13 genotypes presented unique alleles, suggesting that mutation inducing was also targeting unique sites. Mutants with good performance under aluminum stress(9, 15, 18 and 27) did not form the same clusters when morphological and molecular analyses were compared, suggesting that different genomic regions may be responsible for their better performance.

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Next-generation sequencing for the genetic characterization of Maedi/Visna virus isolated from the northwest of China

  • Zhao, Ling;Zhang, Liang;Shi, Xiaona;Duan, Xujie;Li, Huiping;Liu, Shuying
    • Journal of Veterinary Science
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    • 제22권6호
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    • pp.66.1-66.9
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    • 2021
  • Background: Maedi/Visna virus (MVV) is a contagious viral pathogen that causes considerable economic losses to the sheep industry worldwide. Objectives: In China, MVV has been detected in several regions, but its molecular characteristics and genetic variations were not thoroughly investigated. Methods: Therefore, in this study, we conducted next-generation sequencing on an MVV strain obtained from northwest China to reveal its genetic evolution via phylogenetic analysis. Results: A MVV strain obtained from Inner Mongolia (NM) of China was identified. Sequence analysis indicated that its whole-genome length is 9193 bp. Homology comparison of nucleotides between the NM strain and reference strains showed that the sequence homology of gag and env were 77.1%-86.8% and 67.7%-75.5%, respectively. Phylogenetic analysis revealed that the NM strain was closely related to the reference strains isolated from America, which belong to the A2 type. Notably, there were 5 amino acid insertions in variable region 4 and a highly variable motif at the C-terminal of the surface glycoprotein (SU5). Conclusions: The present study is the first to show the whole-genome sequence of an MVV obtained from China. The detailed analyses provide essential information for understanding the genetic characteristics of MVV, and the results enrich the MVV library.

오대산 물황철나무(Populus koreana) 집단의 유전다양성 및 공간적 유전구조 분석 (Genetic Diversity and Spatial Genetic Structure of Populus koreana Population in Mt. Odae, Korea)

  • 신수경;송정호;임효인;장경환;홍경낙;이제완
    • 한국산림과학회지
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    • 제103권1호
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    • pp.59-64
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    • 2014
  • 본 연구에서는 물황철나무(Populus koreana Rehder) 집단을 대상으로 I-SSR 표지자를 이용해 유전다양성과 유전적 공간구조를 분석하였다. 물황철나무는 중국, 러시아 극동지역과 북한의 고산 계곡부 등에 서식하는 낙엽활엽 교목이다. 물황철나무는 남한에서 강원도 일대에 제한적으로 분포한다. 특히 오대산 집단은 물황철나무의 남방한계지로서 유전자원보존의 중요성이 강조된다. 8개의 I-SSR primer로 유전다양성을 추정한 결과, Shannon의 다양성 지수(I)는 0.230, 이형접합도의 기대치(He)는 0.151로 유사한 생활사를 갖는 타 수종에 비해 유전다양성이 매우 낮게 나타났다. 유전적 군락을 확인하기 위해 공간적 자기상관성 분석을 수행한 결과, 조사 지역 내의 물황철나무 집단은 400 m 이내에서 유전적으로 유사한 군락구조를 갖고 있는 것으로 나타났다. 물황철나무 집단의 현지외 유전자 보존을 위한 표본추출 시, 개체 간 거리를 400 m 이상으로 두는 것이 효율적일 것으로 판단된다.