• 제목/요약/키워드: QTL analysis

검색결과 200건 처리시간 0.038초

A Single Nucleotide Polymorphism in LOC534614 as an Unknown Gene Associated with Body Weight and Cold Carcass Weight in Hanwoo (Korean Cattle)

  • Lee, Y.S.;Oh, D.Y.;Kim, J.J.;Lee, J.H.;Park, H.S.;Yeo, J.S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제23권12호
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    • pp.1543-1551
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    • 2010
  • A major aim of cattle genome research is to identify candidate genes associated with meat quantity and quality through QTL analysis for application in the livestock industry. Therefore, this study focused on discovery of useful SNPs within the LOC534614 gene, containing 12273_165 SNP which is located on the same site as the QTL on chromosome 6, and evaluation of the association between SNP and body weight and cold carcass weight in Hanwoo (Korean cattle) As a result of a BLAST search of the NCBI web site, we discovered that the mRNA sequence of the LOC534614 gene was similar to that of the coiled-coil domain containing 158 (CCDC158) for dog and human. According to the direct DNA sequence from the CCDC158 gene, we identified 19 polymorphic SNPs within exons and their flanking regions. Among them, 17 polymorphic SNPs were selected for genotyping in Hanwoo (n = 476) and seventeen marker haplotypes containing 12273_165 SNP (frequency >0.1) were identified. As a result of the association between 17 polymorphic SNPs and Hanwoo (n = 476), g.8778G>A SNP in exon 6 was found to be a non-synonymous SNP, and was significantly associated with body weight and cold carcass weight (p<0.05). We discovered 19 polymorphic SNPs in the CCDC158 gene on the QTL region of BTA 6 in Hanwoo and identified that the g.8778G>A SNP was significantly associated with body weight and cold carcass weight (p<0.05), which causes an amino acid variation from valine to methionine. Furthermore, statistical analysis demonstrated that the CCDC158 gene is strongly associated with body weight and cold carcass weight in Hanwoo. In this regard, the g.8778G>A SNP in the CCDC158 gene can be useful as a positional candidate for body weight and cold carcass weight for marker-assisted selection in Hanwoo.

Identification of quantitative trait loci for the fatty acid composition in Korean native chicken

  • Jin, Shil;Park, Hee Bok;Seo, Dongwon;Choi, Nu Ri;Manjula, Prabuddha;Cahyadi, Muhammad;Jung, Samooel;Jo, Cheorun;Lee, Jun Heon
    • Asian-Australasian Journal of Animal Sciences
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    • 제31권8호
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    • pp.1134-1140
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    • 2018
  • Objective: Fatty acid composition is one of the most important meat quality traits because it can contribute to functional, sensorial, and nutritional factors. In this study, quantitative trait locus (QTL) analyses for fatty acid composition traits were investigated in thigh and breast meat of Korean native chicken (KNC). Methods: In total, 18 fatty acid composition traits were investigated from each meat sample using 83 parents, and 595 $F_1$ chicks of 20 week old. Genotype assessment was performed using 171 informative DNA markers on 26 autosomes. The KNC linkage map was constructed by CRI-MAP software, which calculated genetic distances, with map orders between markers. The half-sib and full-sib QTL analyses were performed using GridQTL and SOLAR programs, respectively. Results: In total, 30 QTLs (12 in the thigh and 18 in the breast meat) were detected by the half-sib analysis and 7 QTLs (3 in the thigh and 4 in the breast meat) were identified by the full-sib analysis. Conclusion: With further verification of the QTL regions using additional markers and positional candidate gene studies, these results can provide valuable information for determining causative mutations affecting the fatty acid composition of KNC meat. Moreover, these findings may aid in the selection of birds with favorable fatty acid composition traits.

Strategic Use of QTL Mapping to Improve the Palatability of Rice

  • Yoon-Hee Jang;Jae-Ryoung Park;Eun-Gyeong Kim;Kyung-Min Kim
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2022년도 추계학술대회
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    • pp.286-286
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    • 2022
  • The properties of starch play an important role in determining the palatability of rice. In addition, the gelatinization temperature (GT) of rice starch is an important factor in determining the quality of rice because it is related to the cooking time and texture of rice. For the development of high-quality rice, it is important to understand the genetic basis of palatability-related traits, and QTL analysis is an effective method to explain the genetic basis of variation in complex traits. QTL mapping related to alkali digestion value (ADV) of brown and milled rice was performed using the 120 Cheongcheong/Nagdong double haploid (CNDH) line. As a result, 12 QTLs related to ADV were detected, and 20 candidate genes were selected from the RM588-RM1163 region of chromosome 6 through screening by gene function analysis. The comparison of the relative expression level of candidate genes showed that OsSS1q6 is highly expressed in CNDH lines with high ADV in both brown rice and milled rice. In addition, OsSS1q6 has high homology with starch synthase 1 protein, and interact with various starch biosynthesis-related proteins, such as GBSSII, SBE, and APL. Therefore, we suggest that OsSS1q6 identified through QTL mapping could be one of the various genes involved in the GT of rice by regulating starch biosynthesis. This study can be used as basic data for breeding high-quality rice and provides a new genetic resource that can increase the palatability of rice.

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기내 선발과 Saltol QTL 분석을 통한 내염성 증진 사료용 벼 선발 (Selection of Salt-Tolerant Silage Rice Through in vitro Screening and Saltol QTL Analysis)

  • 조철오;김경화;안억근;박향미;최만수;전재범;서미숙;진민아;김둘이
    • 한국작물학회지
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    • 제65권3호
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    • pp.214-221
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    • 2020
  • 본 연구에서는 간척지와 같은 염류집적 토양에서 재배가 가능한 사료용 벼 품종 개발을 위해 자포니카 우량품종 목양과 내염성 인디카 품종 IR64-Saltol 교배 계통으로부터 기내 선발 방법과 분자마커 분석을 통해 내염성 증진 계통을 선발하였고, 연구결과는 다음과 같다. 1. 목양과 IR64-Saltol 품종에 다양한 농도의 NaCl을 처리하여 신초 길이, 근장 및 생체중의 변화를 분석한 결과, 목양은 IR64-Saltol과 비교하여 50 mM NaCl 농도에서 신초 길이, 근장 및 생체중이 심한 생육 저해를 보였다. 2. 목양과 IR64-Saltol 교배 54계통 224개체를 이용하여 기내 선발 방법을 통해 50 mM NaCl 처리 후 목양 대비 신초 길이, 근장 및 생체중이 양호한 5계통(767883, 767885, 767949, 767986, 767989)을 선발하였다. 3. 내염성 관련 양적형질인 Saltol QTL의 유래를 확인하기 위한 분자마커 분석 결과와 표현형 결과를 비교하여 IR64-Saltol에서 유래된 Saltol QTL이 이입된 계통들은 목양 유래 Saltol QTL이 혼재된 계통들과 비교하여 염 스트레스 시 신초 길이, 근장 및 생체중이 양호함을 확인하였고, 따라서 IR64-Saltol 유래 Saltol QTL의 이입이 내염성을 증진시킨 것으로 판단된다. 4. 내염성 관련 핵심 유전자인 SKC1 발현은 염 처리 후 목양 대비 선발된 5계통 모두에서 높은 발현양을 보이나 목양 유래 QTL이 혼재된 2계통보다 IR64-Saltol QTL만 전이된 3계통에서 보다 높은 발현양을 보였다. 이러한 SKC1의 발현 양상이 선발된 계통들의 내염성에 관여할 것으로 판단된다. 5. 이상의 결과 기내 선발과 분자마커 분석을 통해 선발한 내염성 계통은 간척지와 같은 불량한 환경에서 작물 재배 및 생산이 가능한 내염성 품종 개발의 육종 소재로 활용될 수 있을 것으로 판단된다.

일품벼/모로베레칸 이입계통을 이용한 농업형질 관련 QTL 분석 (Mapping QTLs for Agronomic Traits Using an Introgressin Line Population from a Cross between Ilpumbyeo and Moroberekan in Rice)

  • 구홍광;김동민;강주원;김명기;김연규;안상낙
    • 한국육종학회지
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    • 제40권4호
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    • pp.414-421
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    • 2008
  • We conducted a QTL analysis of agronomic traits using 117 $BC_3F_5$ and $BC_3F_6$ lines developed from a cross between Ilpumbyeo and Moroberekan. Genotypes of 117 $BC_3F_5$ lines were determined using 134 simple sequence repeat (SSR) markers. A total of 832 Moroberekan chromosome segments with 410 homozygous and 422 heterozygous, respectively, were detected, and the genetic distance of introgression segments ranged from 0.5 cm to 112.1 cm. A linkage map constructed using 134 SSR markers was employed to characterize quantitative trait loci (QTL). The 117 $BC_3F_5$ and $BC_3F_6$ lines were evaluated for seven agronomic traits at two locations in 2006 and 2007 and at one location in 2007. A total of 26 QTLs were identified for seven traits including days to heading, and the phenotypic variance explained by each QTL ranged from 9.2% to 24.2%. Moroberekan alleles contributed positive effects in the Ilpumbyeo background at eleven QTL loci including panicle length and spikelets per panicle. Five QTLs, two for days to heading and one each for culm length, panicle length and spikelets per panicle were consistently detected in every occasions indicating that these QTLs are stable. Among them, two QTLs, spp6 for spikelets per panicle and pl6 for paniclel length were localized in the similar region. Increase in spikelets per panicle at this locus might be due to the increase in panicle length, because both traits were associated with increase in spikelets per panicle and panicle length due to the presence of the Moroberekan allele. These Moroberekan QTLs might be useful in breeding programs to develop high-yielding cultivars.

저온에서 벼의 발아율 및 발아속도 관련 양적형질 유전자좌(QTL) 분석 (QTL Analysis of Germination Rate and Germination Coefficient of Velocity under Low Temperature in Rice)

  • 김진희;모영준;하수경;정지웅;정종민
    • 한국작물학회지
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    • 제66권1호
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    • pp.8-17
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    • 2021
  • 자포니카 벼의 저온 스트레스 내성 증진을 위하여, RIL 계통을 이용하여 저온 스트레스 내성 QTL을 탐색하였다. 이를 통하여 (1) 5, 9번 염색체에서 저온발아에 관련한 '기호벼' 유래 QTL, qLTG5와 qLTG9를 확인하였으며, 7, 9번 염색체에서 저온 발아속도에 관련한 '밀양23호' 및 '기호벼' 유래 QTL, qOGCV7, qOGCV9를 확인하였다. (2) Duncan 검정결과, 그룹VII [qLTG5+qLTG9 (qOGCV9)], 그룹VIII [qLTG5+qOGCV7+qLTG9 (qOGCV9)]의 계통들이 저온 스트레스에 내성이 있는 것으로 확인 되었다. (3) 최근 발표된 RIL 집단 담수내성 계통과 비교한 결과, 저온 스트레스에도 내성이 있으면서 담수발아에도 내성이 있는 것으로 확인된 총 2개의 유망 유전자원을 선발하였다. 본 연구의 결과를 통해 저온 및 혐기 관련 QTL의 집적은 벼의 저온에서의 발아 및 초기 입모율을 높여 저온스트레스 내성 개선에 도움이 되는 것으로 판단 되었으며, 선발된 유망 계통은 향후 직파재배 품종 육성에 유용한 유전자원으로 활용되어 직파재배의 안정성 증대에 기여할 것으로 기대된다.

ERp29 유전자 발현과 관련된 long noncoding RNA LOC105372577의 전장 유전체 연관성 분석 (The Association of Long Noncoding RNA LOC105372577 with Endoplasmic Reticulum Protein 29 Expression: A Genome-wide Association Study)

  • 이소연;권기상;고영화;권오유
    • 생명과학회지
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    • 제31권6호
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    • pp.568-573
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    • 2021
  • 본 연구는 전장 유전체 연관성 분석(genome-wide association study, GWAS)을 통해 ERp29의 mRNA 발현과 관련된 유전좌위(expression quantitative trait loci, eQTL)을 식별하는 것을 목표로 하였다. 대상 유전자는 ERp29이다. ERp29는 소포체(ER)의 lumen에 단백질의 folding & assembly 기능을 가진 분자 chaperone 단백질로서 소포체 스트레스에 의해 발현량이 증가하며, 분비 단백질의 생합성에 관여한다. 최근 연구 결과 발암과 연관성이 알려지면서 주목을 받고 있다. 총 373명의 유럽인의 genome을 대상으로 GWAS 분석 결과, ERp29 유전자 발현은 정소와 뇌에서 강하게 발현하는 long noncoding RNA (LncRNA) LOC105372577과 관계가 있었다. 즉, 3개의 eQTL: rs6138266 (p<4.172e10-9), rs62193420 (p<1.173e10-8), rs6138267 (p<2.041e10-8)와 연관성이 깊은 것으로 밝혀졌다. ERp29의 발현과 연관이 있는 것으로 확인된 3개의 eQTL을 사용한 transcriptome-wide association study (TWAS) 결과 osteosarcoma amplified 9 (OS9) 발현과 유의한 연관성을 보이며 OS9 유전자의 up-stream에 upstream of transcription factor 1 (USF1)이 결합할 수 있는 것을 알았다.

The Possibility of TBC1D21 as a Candidate Gene for Teat Numbers in Pigs

  • Jin, S.;Lee, J.B.;Kang, K.;Yoo, C.K.;Kim, B.M.;Park, H.B.;Lim, H.T.;Cho, I.C.;Maharani, D.;Lee, J.H.
    • Asian-Australasian Journal of Animal Sciences
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    • 제26권10호
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    • pp.1374-1378
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    • 2013
  • Based on a quantitative traits locus (QTL) study using a $F_2$ intercross between Landrace and Korean native pigs, a significant QTL affecting teat numbers in SSC7 was identified. The strong positional candidate gene, TBC1D21, was selected due to its biological function for epithelial mesenchymal cell development. Sequence analysis revealed six single nucleotide polymorphisms (SNPs) in the TBC1D21 gene. Among these, two SNP markers, one silent mutation (SNP01) for g.13,050A>G and one missense mutation (SNP04) for c.829A>T (S277C), were genotyped and they showed significant associations with teat number traits (p value = 6.38E-05 for SNP01 and p value = 1.06E-07 for SNP04 with total teat numbers). Further functional validation of these SNPs could give valuable information for understanding the teat number variation in pigs.

Identification of Quantitative Trait Loci Associated with Traits of Soybean for Sprout

  • Lee, Suk-Ha;Park, Keum-Yong;Lee, Hong-Suk;H. Roger Boerma
    • 한국작물학회지
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    • 제44권2호
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    • pp.166-170
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    • 1999
  • The identification of quantitative trait loci (QTL) has the potential to enhance the efficiency of im- proving food processing traits of soybean. In this study, 92 restriction fragment length polymorphism (RFLP) loci and two morphological markers (W$_1$ and T) were used to identify QTL associated with food processing traits of soybean for sprout in 83 F$_2$-derived lines from a cross of 'Pureun' x 'Jinpum 2'. The genetic map consisted of 76 loci which covered about 760 cM and converged into 20 linkage groups. Eighteen markers remained unlinked. Phenotypic data were collected for hypocotyl length, abnormal seedling rate, and sprout yield seven days after seed germination at 2$0^{\circ}C$. Based on the single-factor analysis of variance, eight independent markers were associated with hypocotyl length. Four of seven markers associated with abnormal seedling rate were identified as independent. Seven loci were associated with sprout yield. For three different traits, much of genetic variation was explained by the identified QTL in this population. Several RFLP markers in linkage group (LG) Bl were detected as being associated with three traits, providing a genetic explanation for the biological correlation of sprout yield with hypocotyl length (r=OA07***) and with abnormal seedling rate (r=-406***).

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Characterization of Quantitative Trait Loci (QTL) for Growth using Genome Scanning in Korean Native Pig

  • Lee, H.K.;Choi, I.S.;Choi, B.H.;Kim, T.H.;Jung, I.J.
    • Reproductive and Developmental Biology
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    • 제28권2호
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    • pp.107-112
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    • 2004
  • Molecular genetic markers were genotyped used to detect chromosomal regions which contain economically important traits such as growth traits in pigs. Three generation resource population was constructed from a cross between the Korean native boars and Landrace sows. A total of 193 F2 animals from intercross of F1 were produced. Phenotypic data on 7 traits, birth weight, body weight at 3, 5, 12, 30 weeks of age, live empty weight were collected for F2 animals. Animals including grandparents (F0), parents (F1), offspring (F2) were genotyped for 194 microsatellite markers covering from chromosome 1 to 18. Quantitative trait locus analyses were performed using interval mapping by regression under line-cross model. To characterize presence of imprinting, genetic full model in which dominance, additive and imprinting effect were included was fitted in this analysis. Significance thresholds were determined by permutation test. Using imprinting full model, four QTL with expression of imprinted effect were detected at 5% chromosome-wide significance level for growth traits on chromosome 1, 5, 7, 13, 14, and 16.