• Title/Summary/Keyword: QTL분석

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Characterization of Heading- and Yield-related Gene Loci in the Cheongcheong/Nagdong Doubled Haploid Line using Rice QTLs (청청/낙동 배가반수체 집단에서 QTL을 통한 출수기와 수량관련 유전자좌 분석)

  • Jang, Yoon-Hee;Park, Jae-Ryoung;Kim, Kyung-Min
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.64 no.1
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    • pp.1-17
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    • 2019
  • A quantitative trait loci (QTL) analysis of traits related to heading and yield was performed develop rice cultivars that are both early maturing and panicle weight type varieties. Our analysis included 120 strains of the Cheongcheong Nagdong doubled haploid (CNDH) variety. An observational growth experiment was conducted to identify genetic agronomic traits of CNDH. Heading date, ten plant weight, moisture, thousand grain weight, and yield had a normal distribution based on the frequency distribution table of the observational growth data. The QTL analysis found one heading-related and nine yield-related QTLs. The LOD of 2.85 was the largest in QTLs for heading date (QHD), 5.39 in QTLs for ten plant weight (QTPW), 3.92 in QTLs for moisture (QM), 4.80 in QTLs for thousand grain weight (QTGW), and 3.7 in QTLs for yield (QY). Genomic analysis detected 58 candidate genes on chromosome 2, 3, 7, 8, and 10. Among those, we found Rcd1 protein and OsERF3 gene in QM, MtN3 and zinc finger protein genes in QTGW, and OsNAC3 protein gene in QY. If further analysis reveals the presence of genes related to water content, thousand grain weight or yield in the CNDH stains, we can develop a selection of varieties that will be capable of coping with climate change and will contribute to global food problems.

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

  • Lee, Soyeon;Kwon, Kiang;Ko, Younghwa;Kwon, O-Yu
    • Journal of Life Science
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    • v.31 no.6
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    • pp.568-573
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    • 2021
  • This study identified genomic factors associated with endoplasmic reticulum protein (ERp)29 gene expression in a genome-wide association study (GWAS) of genetic variants, including single-nucleotide polymorphisms (SNPs). In total, 373 European genes from the 1000 Genomes Project were analyzed. SNPs with an allelic frequency of less than or more than 5% were removed, resulting in 5,913,563 SNPs including in the analysis. The following expression quantitative trait loci (eQTL) from the long noncoding RNA LOC105372577 were strongly associated with ERp29 expression: rs6138266 (p<4.172e10), rs62193420 (p<1.173e10), and rs6138267 (p<2.041e10). These were strongly expressed in the testis and in the brain. The three eQTL were identified through a transcriptome-wide association study (TWAS) and showed a significant association with ERp29 and osteosarcoma amplified 9 (OS9) expression. Upstream sequences of rs6138266 were recognized by ChIP-seq data, while HaploReg was used to demonstrate how its regulatory DNA binds upstream of transcription factor 1 (USF1). There were no changes in the expression of OS9 or USF1 following ER stress.

한우 6번 염색체의 Bootstrap기법을 이용한 우수 DNA 탐색

  • Lee, Je-Yeong;Yeo, Jeong-Su;Kim, Jae-Woo;Lee, Yong-Won;Kim, Mun-Jeong
    • 한국데이터정보과학회:학술대회논문집
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    • 2003.05a
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    • pp.41-47
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    • 2003
  • 한우 6번 염색체 유전자 지도에서 한우의 질을 높이기 위한 QTL(quantitative trait loci)분석을 실시하여 선별된 Loci 값을 Permutation Test를 이용하여 계산하였다. 한편, 경제적으로 주요한 한우의 특성부위(질적부위와 육량등)에 따른, 우수 경제형질 DNA marker를 K-평균 군집법을 실시 파악하였다. 이들 QTL과 K-평균법에 의해 한우의 염색체 6번, ILST035의 주요 경제 형질별 DNA marker들을 선별하여, Bootstrap BCa방법을 이용하여 각 DNA marker들의 신뢰구간을 구했다.

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Development of DNA markers linked to resistant gene to Psmodiophora brassicae Woronin in Chinese cabbage (배추무사마귀병 저항성 유전자와 연관된 DNA 마커개발)

  • 한영한;우종규;박철호
    • Proceedings of the Plant Resources Society of Korea Conference
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    • 2002.11b
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    • pp.50-50
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    • 2002
  • 배추무사마귀병 저항성 유전 양식을 증명하기 위해서 CR계 F1에서 유래된 F2 세대를 포장시험과 유묘 검정을 실시하였다. F$_2$ 세대의 7 집단은 단인자우성으로 3:1의 분리비를 보였고, 5 집단은 중복 유전자가 관여하는 9:7의 유전 분리비를 보였다. 배추무사마귀병 저항성 유전자와 연관된 DNA 마커를 개발하기 위하여 CR-Saerona F$_2$ 집단을 배추무사마귀병 발병포장에서 재배하여 저항성 평가를 하였다. 220개의 임의의 프라이머를 이용하여 BSA-RAPD (Bulked segregant analysis-Randomly amplified polymorphic DNA)를 수행하였지만 CR-Saerona F2 집단에서 배추무사마귀병 저항성 유전자와 꼭 들어맞는 DNA 마커는 발견되지 않았다. 300개의 임의의 프라이머를 이용하여 CR-Saerona에서 유래된 F$_2$ 세대를 QTL 분석하였다. 저항성 정도는 발병지수에 따라 조사되었고 QTL 분석을 위해 one-way ANOVA 테스트를 하였다. 통계분석 결과 두 프라이머(K16-1, L2-2)가 저항성과의 상관관계를 보여 주었으나 유의성은 인정되지 않았다.

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Identification of Quantitative Trait Loci for Resistance to Soybean Cyst Nematode Race 14 (콩시스트 선충 race14에 대한 저항성 유전자좌 구명)

  • Choi, In-Soo;Kim, Yong-Chul
    • Journal of Life Science
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    • v.13 no.4
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    • pp.375-382
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    • 2003
  • A direct and precise explanation of soybean resistance to soybean cyst nematode will be possible only when the individual gene(s) involved in the resistance are tagged. This study was conducted, (1) to identify and localize quantitative trait loci for resistance to soybean cyst nematode race 14 on RAPD map, (2) to identify the magnitude and mode of inheritance for each quantitative trait loci, and (3) to identify the best combinations of quantitative trait loci for resistance to soybean cyst nematode race 14. Thirty markers (29 RAPD and 1 RFLP) showed significant association with resistance to soybean cyst nematode race 14. From MAPMAKER/QTL analysis, we identified two regions (linkage group C-7 and linkage group C-9) for resistance to soybean cyst nematode .ace 14. The first quantitative trait loci that was localized at 6.0 cM from $H06^1$ on linkage group C-7 showed a dominant inheritance mode. However, we can not exclude the possibility of additive inheritance mode. The second quantitative trait loci that was localized between $B15^2$ and $E01^1$ on linkage group C-9 also showed a dominant mode of inheritance. One pair of flanking markers ($H06^1$ and $H06^2$) and B15$^2$ were used for multiple regression analysis. Marker combination that included 2 markers, $B15^2$ and $H06^1$, explained the highest total variance (22.9%) for resistance to soybean cyst nematode race 14. Further localization of genes for resistance to soybean cyst nematode race 14 and examination of interaction between quantitative trait loci will accelerate the exploitation of resistance to soybean cyst nematode.