• 제목/요약/키워드: Phenotype trait

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Stories and Challenges of Genome Wide Association Studies in Livestock - A Review

  • Sharma, Aditi;Lee, Jun Seop;Dang, Chang Gwon;Sudrajad, Pita;Kim, Hyeong Cheol;Yeon, Seong Heum;Kang, Hee Seol;Lee, Seung-Hwan
    • Asian-Australasian Journal of Animal Sciences
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    • 제28권10호
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    • pp.1371-1379
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    • 2015
  • Undoubtedly livestock is one of the major contributors to the economy of any country. The economic value of livestock includes meat, dairy products, fiber, fertilizer etc. Understanding and identifying the associations of quantitative trait loci (QTL) with the economically important traits is believed to substantially benefit the livestock industry. The past two decades have seen a flurry of interest in mapping the QTL associated with traits of economic importance on the genome. With the availability of single nucleotide polymorphism chip of various densities it is possible to identify regions, QTL and genes on the genome that explain the association and its effect on the phenotype under consideration. Remarkable advancement has been seen in genome wide association studies (GWAS) since its inception till the present day. In this review we describe the progress and challenges of GWAS in various livestock species.

Antisense expression of a staygreen gene (SGR) delays leaf senescence in creeping bentgrass

  • Hwang, Ok-Jin;Han, Yun-Jeong;Paek, Nam-Chon;Kim, Jeong-Il
    • Rapid Communication in Photoscience
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    • 제3권2호
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    • pp.28-31
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    • 2014
  • Loss of chlorophyll is the visible symptom of leaf senescence and staygreen refers to the delayed leaf senescence in plants. The staygreen gene (SGR) in rice (Oryza sativa L.) has been identified as its mutation maintains greenness during leaf senescence, and encodes a chloroplast protein required for the initiation of chlorophyll breakdown in plants. In this study, we isolated a rice SGR-homologous gene in creeping bentgrass (Agrostis stolonifera L.), and transgenic creeping bentgrass plants were obtained by introducing pCAMBIA3301 vector harboring antisense SGR gene under control of the senescence-specific SAG12 promoter. Transgenic plants were selected by herbicide resistance assays and genomic integration of the transgenes was confirmed by PCR analysis. Subsequent analyses demonstrated the staygreen phenotype of the transgenic creeping bentgrass plants with decreased chlorophyll loss during leaf senescence. These results suggest that the antisense SGR expression in creeping bentgrass delays leaf senescence, which provides a way to develop genetically engineered turfgrass varieties with the commercially useful staygreen trait.

National genomic evaluation of Korean thoroughbreds through indirect racing phenotype

  • Lee, Jinwoo;Shin, Donghyun;Kim, Heebal
    • Animal Bioscience
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    • 제35권5호
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    • pp.659-669
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    • 2022
  • Objective: Thoroughbred horses have been bred exclusively for racing in England for a long time. Additionally, because horse racing is a global sport, a healthy leisure activity for ordinary citizens, and a high-value business, systematic racehorse breeding at the population level is a requirement for continuous industrial development. Therefore, we established genomic evaluation system (using prize money as horse racing traits) to produce spirited, agile, and strong racing horse population Methods: We used phenotypic data from 25,061 Thoroughbred horses (all registered individuals in Korea) that competed in races between 1994 and 2019 at the Korea Racing Authority and constructed pedigree structures. We quantified the improvement in racehorse breeding output by year in Korea, and this aided in the establishment of a high-level horse-fill industry. Results: We found that pedigree-based best linear unbiased prediction method improved the racing performance of the Thoroughbred population with high accuracy, making it possible to construct an excellent Thoroughbred racehorse population in Korea. Conclusion: This study could be used to develop an efficient breeding program at the population level for Korean Thoroughbred racehorse populations as well as others.

Identification and Functional Analysis of a Major QTL and Related Genes for Tiller Angle in Rice Using QTL Analysis

  • Dan-Dan Zhao;Kyung-Min Kim
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2022년도 추계학술대회
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    • pp.280-280
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    • 2022
  • Tiller angle, defined as the angle between the main stem and its side tillers, is one of the main target traits selected inbreeding to achieve the ideal plant type and increase rice yield. Therefore, the discovery and identification of tiller angle-related genes can provide architecture and yield. In the present work, using QTL analysis hence a total of 8 quantitative trait loci (QTLs) were detected based on the phenotype data of tiller angle and tiller crown width in two years. Among them, four QTLs (qTA9, qCW9, qTA9-1, qCW9-1) were overlapped at marker interval RM6235-RM24288 on chromosome 9 with a large effect value regarded as stable major QTL. Twenty tiller angle-related genes were selected from the target region and the relative gene expression levels were checked in five compact type lines, five spreading type lines, and their parental lines. Finally, OsSA URq9 which belongs auxin-responsive SMALL AUXIN UP RNA (SAUR) protein family was selected as a target gene. Overall, this work will help broaden our understanding of the genetic control of tiller angle and tiller crown width, and this study provides both a good theoretical basis and a new genetic resource for the breeding of ideal-type rice.

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Evaluation of Clubroot Resistance in Chinese Cabbage and Its Inheritance in the European Turnip Line 'IT033820', a New Genetic Resource

  • Cho, Kang Hee;Kim, Ki Taek;Park, Suhyung;Kim, Su;Do, Kyung Ran;Woo, Jong Gyu;Lee, Hee Jae
    • 원예과학기술지
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    • 제34권3호
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    • pp.433-441
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    • 2016
  • Clubroot caused by the protist Plasmodiophora brassicae is one of the most destructive diseases of Brassica crops. Developing Chinese cabbage cultivars with durable clubroot resistance (CR) is an important goal of breeding programs, which will require new genetic resources to be identified and introduced. In this study, we evaluated resistance to P. brassicae race 4 using 26 Chinese cabbage (B. rapa ssp. pekinensis ) cultivars compared to the clubroot-susceptible Chinese cabbage inbred line 'BP079' and the clubroot-resistant European turnip (B. rapa ssp. rapifera ) inbred line 'IT033820'. No symptoms of clubroot disease were found in 'IT033820' infected with P. brassicae race 4, whereas the Chinese cabbage cultivars exhibited disease symptoms to various degrees. The Chinese cabbage cultivars that were reported to be clubroot-susceptible were susceptible to P. brassicae race 4; however, seven of the 20 cultivars reported to be clubroot-resistant were susceptible to this race of P. brassicae to varying degrees. Resting spores of P. brassicae were abundant within the infected root tissues of 'BP079', as revealed by light microscopy and scanning electron microscopy (SEM), but they were not detected in root tissues of 'IT033820'. Although resting spores were not detected by light microscopy in root tissues of the clubroot-resistant Chinese cabbage cultivar 'Kigokoro 75', a few spores were observed by SEM. The $F_1$ hybrids from a cross between 'IT033820' and 'BP079' showed no disease symptoms, and all $BC_1P_1$ progenies from a cross between the $F_1$ hybrid and 'IT033820' exhibited a resistance phenotype. In the $BC_1P_2$ population from a cross between the $F_1$ hybrid and 'BP079', this trait segregated at a ratio of 3(R):1(S) (${\chi}^2=1.333$, p = 0.248) at a 5% significance level. Inoculated $BC_1P_2$ plants were either highly resistant or highly susceptible to the pathogen, indicating that the CR to race 4 of P. brassicae carried by 'IT033820' is dominant. In the $F_2$ population, this trait segregated at a ratio of 15(R):1(S) (${\chi}^2=0.152$, p = 0.696) at a 5% significance level, suggesting that CR in 'IT033820' is mainly controlled by two dominant genes. Therefore, 'IT033820' represents a promising genetic resource for developing durable CR breeding lines in Chinese cabbage.

Studies on the Small Body Size Mouse Developed by Mutagen N-Ethyl-N-nitrosourea

  • Zhang, Qian-Kun;Cho, Kyu-Hyuk;Cho, Jae-Woo;Cha, Dal-Sun;Park, Han-Jin;Yoon, Seok-Joo;Zhang, ShouFa;Song, Chang-Woo
    • Toxicological Research
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    • 제24권1호
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    • pp.69-78
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    • 2008
  • Mutant mouse which show dwarfism has been developed by N-ethyl-N-nitrosourea (ENU) mutagenesis using BALB/c mice. The mutant mouse was inherited as autosomal recessive trait and named Small Body Size (SBS) mouse. The phenotype of SBS mouse was not apparent at birth, but it was possible to distinguish mutant phenotype from normal mice 1 week after birth. In this study, we examined body weight changes and bone mineral density (BMD), and we also carried out genetic linkage analysis to map the causative gene(s) of SBS mouse. Body weight changes were observed from birth to 14 weeks of age in both affected (n = 30) and normal mice (n = 24). BMD was examined in each five SBS and normal mice between 3 and 6 weeks of age, respectively. For the linkage analysis, we produced backcross progeny [(SBS${\times}$C57BL/6J) $F_1{\times}$ SBS] $N_2$ mice (n = 142), and seventy-four microsatellite markers were used for primary linkage analysis. Body weight of affected mice was consistently lower than that of the normal mice, and was 43.7% less than that of normal mice at 3 weeks of age (P < 0.001). As compared with normal mice at 3 and 6 weeks of age, BMD of the SBS mice was significantly low. The results showed 15.5% and 14.1 % lower in total body BMD, 15.3% and 8.7% lower in forearm BMD, and 29.7% and 20.1% lower in femur BMD, respectively. The causative gene was mapped on chromosome 10. The map order and the distance between markers were D10Mit248 - 2.1 cM - D10Mit51 - 4.2 cM - sbs - 0.7 cM - D10Mit283 - 1.4cM - D10Mit106 - 11.2cM - D10Mit170.

The study on estimated breeding value and accuracy for economic traits in Gyoungnam Hanwoo cow (Korean cattle)

  • Kim, Eun Ho;Kim, Hyeon Kwon;Sun, Du Won;Kang, Ho Chan;Lee, Doo Ho;Lee, Seung Hwan;Lee, Jae Bong;Lim, Hyun Tae
    • Journal of Animal Science and Technology
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    • 제62권4호
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    • pp.429-437
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    • 2020
  • This study was conducted to construct basic data for the selection of elite cows by analyzing the estimated breeding value (EBV) and accuracy using the pedigree of Hanwoo cows in Gyeongnam. The phenotype trait used in the analysis are the carcass weight (CWT), eye muscle area (EMA), backfat thickness (BFT) and marbling score (MS). The pedigree of the test group and reference group was collected to build a pedigree structure and a numeric relationship matrix (NRM). The EBV, genetic parameters and accuracy were estimated by applying NRM to the best linear unbiased prediction (BLUP) multiple-trait animal model of the BLUPF90 program. Looking at the pedigree structure of the test group, there were a total of 2,371 cows born between 2003 to 2009, of these 603 cows had basic registration (25%), 562 cows had pedigree registration (24%) and 1,206 cows had advanced registration (51%). The proportion of pedigree registered cows was relatively low but it gradually increased and reached a point of 20,847 cows (68%) between 2010 to 2017. Looking at the change in the EBV, the CWT improved from 4.992 kg to 9.885 kg, the EMA from 0.970 ㎠ to 2.466 ㎠, the BFT from -0.186 mm to -0.357 mm, and the MS from 0.328 to 0.559 points. As a result of genetic parameter estimation, the heritability of CWT, EMA, BFT, and MS were 0.587, 0.416, 0.476, and 0.571, respectively, and the accuracy of those were estimated to be 0.559, 0.551, 0.554, and 0.558, respectively. Selection of superior genetic breed and efficient improvement could be possible if cow ability verification is implemented by using the accurate pedigree of each individual in the farms.

Quantitative Trait Loci Associated with Functional Stay-Green SNU-SG1 in Rice

  • Yoo, Soo-Cheul;Cho, Sung-Hwan;Zhang, Haitao;Paik, Hyo-Chung;Lee, Chung-Hee;Li, Jinjie;Yoo, Jeong-Hoon;Lee, Byun-Woo;Koh, Hee-Jong;Seo, Hak Soo;Paek, Nam-Chon
    • Molecules and Cells
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    • 제24권1호
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    • pp.83-94
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    • 2007
  • During monocarpic senescence in higher plants, functional stay-green delays leaf yellowing, maintaining photosynthetic competence, whereas nonfunctional stay-green retains leaf greenness without sustaining photosynthetic activity. Thus, functional stay-green is considered a beneficial trait that can increase grain yield in cereal crops. A stay-green japonica rice 'SNU-SG1' had a good seed-setting rate and grain yield, indicating the presence of a functional stay-green genotype. SNU-SG1 was crossed with two regular cultivars to determine the inheritance mode and identify major QTLs conferring stay-green in SNU-SG1. For QTL analysis, linkage maps with 100 and 116 DNA marker loci were constructed using selective genotyping with $F_2$ and RIL (recombinant inbred line) populations, respectively. Molecular marker-based QTL analyses with both populations revealed that the functional stay-green phenotype of SNU-SG1 is regulated by several major QTLs accounting for a large portion of the genetic variation. Three main-effect QTLs located on chromosomes 7 and 9 were detected in both populations and a number of epistatic-effect QTLs were also found. The amount of variation explained by several digenic interactions was larger than that explained by main-effect QTLs. Two main-effect QTLs on chromosome 9 can be considered the target loci that most influence the functional stay-green in SNU-SG1. The functional stay-green QTLs may help develop low-input high-yielding rice cultivars by QTL-marker-assisted breeding with SNU-SG1.

두록 돼지의 등지방두께와 연관된 렙틴수용체 유전자의 신규 SNP 마커 (A Novel Single Nucleotide Polymorphism of the Leptin Receptor Gene Associated with Backfat Thickness in Duroc Pigs)

  • 이경태;이혜영;최봉환;김종주;김태헌
    • 생명과학회지
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    • 제26권1호
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    • pp.1-7
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    • 2016
  • 돼지에게 있어서 지방 형질은 가장 중요한 경제형질 중 하나다. 돼지의 렙틴수용체 유전자(LEPR)는 염색체 상의 위치와 그 생리 활성 측면에서 돼지 6번 염색체 상의 지방형질 관련 양적형질좌위(QTL)에 대한 주요 후보유전자로 알려져 있다. 본 연구에서는 LEPR 유전자의 구조 변이와 돼지 경제형질과의 연관성을 분석하였다. 이를 위하여 돼지 LEPR 유전자를 포함하고 있는 박테리아 인공 염색체(BAC) 클론에 대한 샷건 염기서열 해독을 수행하여 114 kb 크기의 유전체 서열을 확보하였다. 그리고 전사개시 코돈으로부터 1.2 kb 상위 영역에서 여러 전사인자 결합부위를 발견하였다. 또한 LEPR 유전자 엑손 영역의 6개 SNP와 5’ 조절영역의 18개 SNP에 대해 550두의 두록 개체를 대상으로 연관성 분석을 수행하였다. 이들 SNP 중, −790C/G만이 등지방두께와 정육율 형질과 유의적으로 연관되어 있었으며, 2개의 미스센스 다형성 SNP를 포함하여 다른 SNP에서는 어떤 형질과도 연관성을 보이지 않았다. 결론적으로 −790C/G SNP는 두록 돼지에서 지방과 정육형질을 유전적으로 개량하는데 유용한 마커로 활용될 수 있을 것이다.

다변량 모체효과 모형을 이용한 돼지 경제형질의 분산성분 추정 (Estimation of Variance Component on Swine Economic Traits using Multivariate Maternal Animal Model)

  • 박종원;김병우;김시동;장현기;전진태;공일근;이정규
    • 농업생명과학연구
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    • 제44권2호
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    • pp.29-38
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    • 2010
  • 본 연구에서는 2000년부터 2008년 사이에 출생한 Duroc종, Landrace종 및 Yorkshire종 종돈의 총 31,455두의 농장검정 자료를 이용하여 다형질 동물 모형과 다변량 모체효과 모형에 의한 돼지 경제형질의 유전적 분산성분을 추정하였다. 품종별 조사된 각 형질에 있어서 다변량 모체효과 모형을 이용하여 추정된 상가적 효과에 의한 유전력이 모체효과에 의한 유전력보다 모두 높게 나타났으며, 다형질 동물 모형에서 상가적 효과만 고려했을 때의 유전력이 다변량 모체효과 모형에서 추정된 상가적 효과의 의한 유전력보다 대부분 높게 추정되었다. 다변량 모체효과 모형을 이용하여 추정된 모체효과에 의한 육종가와 표현형가와의 상관관계에 있어서 대부분 낮은 정(+)의 상관이거나 강한 부(-)의 상관관계를 보여 품종별 각 형질에 있어서 모체효과를 적절히 고려하여 육종가와 표현형의 상관관계를 높인다면 보다 나은 개량을 도모 할 수 있을 것으로 사료된다.