• 제목/요약/키워드: Genomic Selection

검색결과 223건 처리시간 0.029초

가축 유전체정보 활용 종축 유전능력 평가 연구 - 표지인자 효과 추정 모의실험 (Study on Genetic Evaluation using Genomic Information in Animal Breeding - Simulation Study for Estimation of Marker Effects)

  • 조충일;이득환
    • Journal of Animal Science and Technology
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    • 제53권1호
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    • pp.1-6
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    • 2011
  • 연구는 유전체분석에 대해 모의실험한 연구로써 Reference Population (RP)이 구성되었을 때, 표현형 자료가 없고 유전체자료만 있는 Juven 1 또는 Juven 2 세대에 대해 유전평가의 정확도에 대해 알아보고자 연구를 실시하였다. 모의실험의 가정으로 염색체는 1개이며 염색체길이는 100cM로 가정하였다. 초기의 유효집단의 수는 100두의 다형성이 없는 초기집단에서 유전자 효과가 없는 표지인자(Marker)를 0.1cM 및 0.5cM 간격으로 균등하게 단일 염기 돌연변이에 의한 다형성을 발생시켰고 유전자 효과가 있는 QTL 좌위는 Marker와 동수의 비율로 임의위치를 지정하여 돌연변이에 의한 변이성을 생성하였으며 이때 유전자 효과는 Gamma 분포함수(scale=1.66, shape=0.4)에서 생성하였다. 배우자(gamete) 형성과정에서 Haldane의 가정하에 유전자 재조합을 생성하였으며 돌연변이 발생율은 Marker 및 QTL 좌위에서 $2.5{\times}10^{-3}$$2.5{\times}10^{-5}$의 확률로 발생시켜 1000세대까지 세대번식을 유지하였다. 이 후 1001세대부터 1004세대까지 세대당 2000두의 자손을 생성하였으며 이 때 유전력을 0.1 및 0.5의 가정하에 1001~1002 세대에서 표현형 자료를 생성하였고, 1003~1004세대는 오직 유전체자료만 생성하였다. Bayesian 방법을 이용하여 개체별 육종가를 추정하였으며 표지인자간 거리(0.1cM, 0.5cM), 유전력(0.1, 0.5) 및 반형매 집단크기(20두, 4두)에 따라 참육종가와 추정 육종가간의 상관으로 표현되는 육종가 정확도에 대해 비교한 결과 1003세 대에서 표지인자간 거리가 0.1cM 및 0.5cM일 때 육종가의 정확도는 각각 0.87, 0.81였고, 유전력이 0.1 및 0.5 일 때 각각 0.87, 0.94로 추정되었으며, 반형매 집단의 크기가 20두 일 때 0.87, 4두 일 때 0.84로 추정되었다. 위의 결과로 미루어 보아 다량의 SNP 표지정보 및 반형매 집단의 크기가 클수록 즉, 혈연계수가 높은 집단일 때 육종가의 정확도는 높게 나타났다. 유전체선발의 활용시 비교적 높은 정확도로써 조기선발이 가능하며 이로 인한 세대간격을 단축시킬 수 있어 개량의 효율을 높일 수 있을 것으로 사료된다. 반면에 유전체선발은 분석비용이 비싸며, 지속적인 유전체 선발시 특정유전자 선호로 인한 유전적 부동(Genetic Drift) 현상이 발생될 수 있기 때문에 지속적인 SNP 발굴에 대한 노력이 필요한(Meuwissen 2003) 단점이 있으나 한우 또는 젖소와 같은 대가축과 같이 세대간격이 긴 가축에서 유전체선발 할 경우 조기선발로 인한 세대간격 단축과 유전평가의 높은 정확도(0.8이상)로 인해 개량의 효율을 극대화 할 수 있을 것으로 사료된다.

Discovery of Performance Traits-Linked Microsatellite Markers in Channel Catfish (Ictalurus punctatus)

  • Kim, Soon-Hag
    • 한국양식학회지
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    • 제18권2호
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    • pp.130-132
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    • 2005
  • Genomics research has two ultimate applied goals: to Isolate and clone genes of economic importance for bio-technology and gene-assisted selection (GAS), and to locate and use markers for marker-assisted selection (MAS) in selective breeding programs. To this end, we have identified linked markers for feed conversion efficiency growth rate, and disease resistance to enteric septicemia of catfish (ESC). Three microsatellite markers Ip266, Ip384, and Ip607 were identified to be linked to feed conversion efficiency. Similarly one marker each was identified to be linked to growth rate (Ip607) and disease resistance to ESC (Ip477). Ip607 marker linked to both growth rate and feed conversion efficiency, indicating that the QTL for both growth rate and feed conversion efficiency may either be the same or located in the same chromosomal region in the catfish genome. On phenotypic evaluation, certain traits such as growth rate can be accurately evaluated by body weight evaluation while other traits such as disease resistance can be quite complex. The linked DNA markers will be highly useful for MAS programs and for directing further efforts of genomic mapping for important quantitative traits.

Genomic Regions associated with Necrotic Enteritis Resistance in Fayoumi and White Leghorn Chickens

  • Kim, Eui-Soo;Lillehoj, Hyun S.;Sohn, Sea Hwan;Hong, Yeong Ho
    • 한국가금학회지
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    • 제42권1호
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    • pp.27-32
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    • 2015
  • In this study, we used two breeds of chicken to identify genomic regions corresponding to necrotic enteritis (NE) resistance. We scanned the genomes of a resistant and susceptible line of Fayoumi and White Leghorn chickens (20 birds/line) using a chicken 60 K Illumina SNP panel. A total of 235 loci with divergently fixed alleles were identified across the genome in both breeds; particularly, several clusters of multiple loci with fixed alleles were found in five narrow regions. Moreover, consensus 15-SNP haplotypes that were shared by the resistant lines of both breeds were identified on chromosomes 3, 7 and 9. Genes responsible for NE resistance were identified in chicken lines selected for resistance and susceptibility. Annotation of the regions spanning clustered divergently fixed regions revealed a set of interesting candidate genes such as phosphoinositide-3-kinase, regulatory subunit 5, p101 (PIK3R5) and inositol 1,4,5-trisphosphate receptor 1 (ITPR1), which participate in immune response. Consensus haplotypes were found in regions containing possibly relevant genes, such as myostatin and myosin, which play important roles in muscle development. Thus, genome scans of divergent selection in multiple chicken lines and breeds can be used to identify genomic regions associated with NE resistance.

An Integrative Approach to Precision Cancer Medicine Using Patient-Derived Xenografts

  • Cho, Sung-Yup;Kang, Wonyoung;Han, Jee Yun;Min, Seoyeon;Kang, Jinjoo;Lee, Ahra;Kwon, Jee Young;Lee, Charles;Park, Hansoo
    • Molecules and Cells
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    • 제39권2호
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    • pp.77-86
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    • 2016
  • Cancer is a heterogeneous disease caused by diverse genomic alterations in oncogenes and tumor suppressor genes. Despite recent advances in high-throughput sequencing technologies and development of targeted therapies, novel cancer drug development is limited due to the high attrition rate from clinical studies. Patient-derived xenografts (PDX), which are established by the transfer of patient tumors into immunodeficient mice, serve as a platform for co-clinical trials by enabling the integration of clinical data, genomic profiles, and drug responsiveness data to determine precisely targeted therapies. PDX models retain many of the key characteristics of patients' tumors including histology, genomic signature, cellular heterogeneity, and drug responsiveness. These models can also be applied to the development of biomarkers for drug responsiveness and personalized drug selection. This review summarizes our current knowledge of this field, including methodologic aspects, applications in drug development, challenges and limitations, and utilization for precision cancer medicine.

Luzhong mutton sheep: inbreeding and selection signatures

  • Tao, Lin;He, Xiaoyun;Wang, Fengyan;Zhong, Yingjie;Pan, Linxiang;Wang, Xiangyu;Gan, Shangquan;Di, Ran;Chu, Mingxing
    • Journal of Animal Science and Technology
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    • 제62권6호
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    • pp.777-789
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    • 2020
  • Intense artificial selection has been imposed to Luzhong mutton sheep population in the past years. Improvements on growth and reproductive performance are two breeding goals in the present herd. Although some progresses were phenotypically observed possibly due to inbreeding induced by strong selection in terms of these traits, the genomic evaluation was poorly understood. Therefore, a high-density SNP array was used to characterize the pattern of runs of homozygosity (ROH), estimate inbreeding and inbreeding depressions on early growth performance and litter size based upon ROH, and scan positive selection signatures of recent population. Consequently, a low inbreeding level was observed which had negative effects on litter size, but not on early growth performance. And 160 genes were under selection, of which some were reported to be linked to several traits of sheep including body weight, litter size, carcass and meat quality, milk yield and composition, fiber quality and health, and the top genes were associated with growth (growth hormone [GH]- growth hormone receptor [GHR]- Insulin-like growth factor 1 [IGF1] axis) and litter size (bone morphogenic proteins [BMPs]-associated). The effectiveness of previous breeding measures was highlighted, but purging selection was proposed to alleviate the inbreeding depression on litter size, providing some genomic insights to breeding management of Luzhong mutton sheep.

The characteristics of bovine satellite cells with highly scored genomic estimated breeding value

  • Jae Ho Han;Ji Suk Yu;Do Hyun Kim;Hyun Woo Choi
    • 한국동물생명공학회지
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    • 제38권3호
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    • pp.177-187
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    • 2023
  • Background: The grading of Hanwoo (Korean native cattle) is based on four economic traits, and efforts have been continuously made to improve the genetic traits associated with these traits. There is a technology to predict the expected grade based on the 4 economic genetic SNP characteristics of Korean cattle calves using single nucleotide polymorphism (SNP) technology. Selection of highly proliferative, self-renewing, and differentiating satellite cells from cattle is a key technology in the cultured meat industry. Methods: We selected the Hanwoo with high and low-scored of genomic estimated breeding value (GEBV) by using the Hanwoo 50K SNP bead chip. We then isolated the bovine satellite cells from the chuck mass. We then conducted comparative analyses of cell proliferation, immunocytochemistry, qRT-PCR at short- and long-term culture. We also analyzed the differentiation capability at short term culture. Results: Our result showed that the proliferation was significantly high at High scored GEBV (Hs-GEBV) compared to Low scored GEBV (Ls-GEBV) at short- and long-term culture. The expression levels of Pax3 were significantly higher in Hs-GEBV bovine satellite cells at long-term culture. However, there were no significant differences in the expression levels of Pax7 between Hs- and Ls-GEBV bovine satellite cells at short- and long- term culture. The expression levels of MyoG and MyHC were significantly high at Ls-GEBV bovine satellite cells. Conclusions: Our results indicated that selection of bovine satellite cells by Hanwoo 50K SNP bead chip could be effective selection methods for massive producing of satellite cells.

Genomic and Transgenic Approaches to Modified Plants: Disease Resistance in the Brassica as a Model System.

  • Ekuere, Usukuma;Good, Allen G.;Mayerhofer, Reinhold
    • 식물조직배양학회지
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    • 제27권4호
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    • pp.317-323
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    • 2000
  • Molecular genetic techniques can now be applied to the development of advanced plant genotypes, either through genetic transformation or genomic approaches which allow researchers to transfer specific traits using molecular markers. In this paper, we discuss the use of these techniques towards understanding the genetics of blackleg resistance in Brassica. In a comparative mapping study between Arabidopsis thaliana and Brassica napus, 6 R-ESTs, 7 B. napus RFLP markers and a B. napus EST were located in a collinear region of N7 (B. napus) and chromosome 1 (A. thaliana). One of the A. thaliana R-ESTs and 4 of the B. napus RFLPs co-segregated and mapped to the LmRl locus for blackleg resistance. Introgression of blackleg resistance from wild relatives is also investigated with the possibility of accelerating the introgression process via marker assisted selection.

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한국 재래 닭의 Uncoupling Protein 유전자 Exon 3에서의 +1316 T/T 유전자형이 산란율에 미치는 효과 분석 (The +1316 T/T Genotype in the Exon 3 of Uncoupling Protein Gene is Associated with Daily Percent Lay in Korean Native Chicken)

  • 오재돈;이제현;홍윤숙;이성진;이승규;공홍식;상병돈;최철환;조병욱;전광주;이학교
    • 한국가금학회지
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    • 제32권4호
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    • pp.239-244
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    • 2005
  • Uncoupling protein(UCP)은 갈색 지방세포에서 특이적으로 발현하고 있으며 복잡한 세포의 열 생산 작용에 관여한다고 알려져 있다. 본 연구는 한국 재래 닭 집단의 UCP 유전자 내에 존재하는 SNP를 검출하였다. 한국 재래 닭 집단의 UCP유전자 exon 3지역의 염기서열 분석 결과 1316 bp에서 T염기가 C염기로 치환되어짐을 확인하였다. T+11316C 지역의 PCR-RFLP 분석을 위해 제한효소 Afl III를 사용하였다. 한국 재래닭 집단내 유전자형 빈도는 TT가 0.7875, TC가 0.1875 그리고 CC가 0.025로 검출되었으며 대립유전자의 빈도는 T가 0.881 그리고 C가 0.119로 나타났다. 또한 검출된 SNP가 경제형질에 미치는 영향을 분석한 결과 한국 재래 닭 집단의 T/T 유전자형과 C/C유전자형에서 일당 산란율에서 통계적으로 유의한 차이가 있음을 확인하였다. 본 연구의 결과는 향후 더 많은 UCP 유전자와 관련된 연구와 한국 재래 닭의 육종 전략에 도움이 될 것으로 사료된다.

Effect of single nucleotide polymorphism on the total number of piglets born per parity of three different pig breeds

  • Do, Kyoung-Tag;Jung, Soon-Woo;Park, Kyung-Do;Na, Chong-Sam
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권5호
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    • pp.628-635
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    • 2018
  • Objective: To determine the effects of genomic breeding values (GBV) and single nucleotide polymorphisms (SNP) on the total number of piglets born (TNB) in 3 pig breeds (Berkshire, Landrace, and Yorkshire). Methods: After collecting genomic information (Porcine SNP BeadChip) and phenotypic TNB records for each breed, the effects of GBV and SNP were estimated by using single step best linear unbiased prediction (ssBLUP) method. Results: The heritability estimates for TNB in Berkshire, Landrace, and Yorkshire breeds were 0.078, 0.107, and 0.121, respectively. The breeding value estimates for TNB in Berkshire, Landrace, and Yorkshire breeds were in the range of -1.34 to 1.47 heads, -1.79 to 1.87 heads, and -2.60 to 2.94 heads, respectively. Of sows having records for TNB, the reliability of breeding value for individuals with SNP information was higher than that for individuals without SNP information. Distributions of the SNP effects on TNB did not follow gamma distribution. Most SNP effects were near zero. Only a few SNPs had large effects. The numbers of SNPs with absolute value of more than 4 standard deviations in Berkshire, Landrace, and Yorkshire breeds were 11, 8, and 19, respectively. There was no SNP with absolute value of more than 5 standard deviations in Berkshire or Landrace. However, in Yorkshire, four SNPs (ASGA 0089457, ASGA0103374, ALGA0111816, and ALGA0098882) had absolute values of more than 5 standard deviations. Conclusion: There was no common SNP with large effect among breeds. This might be due to the large genetic composition differences and the small size of reference population. For the precise evaluation of genetic performance of individuals using a genomic selection method, it may be necessary to establish the appropriate size of reference population.

Selection and Analysis of Genomic Sequence-Derived RNA Motifs Binding to C5 Protein

  • Kim, Kwang-sun;Ryoo, Hye-jin;Lee, June-Hyung;Kim, Mee-hyun;Kim, Tae-yeon;Kim, Yool;Han, Kook;Lee, Seol-Hoon;Lee, Young-hoon
    • Bulletin of the Korean Chemical Society
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    • 제27권5호
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    • pp.699-704
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    • 2006
  • Escherichia coli RNase P is a ribonucleoprotein composed of M1 RNA and C5 protein. Previously, analysis of RNA aptamers selected for C5 protein from a synthetic RNA library showed that C5 protein could bind various RNA molecules as an RNA binding protein. In this study, we searched cellular RNA motifs that could be recognized by C5 protein by a genomic SELEX approach. We found various C5 protein-binding RNA motifs derived from E. coli genomic sequences. Our results suggest that C5 protein interacts with various cellular RNA species in addition to M1 RNA.