KR19990069344A - Quantitative Genetic Mapping (QTL) and Low Temperature Resistant Rice Variety Involved in Rice Seedling Resistance Using RAPD MARKER - Google Patents

Quantitative Genetic Mapping (QTL) and Low Temperature Resistant Rice Variety Involved in Rice Seedling Resistance Using RAPD MARKER Download PDF

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KR19990069344A
KR19990069344A KR1019980003518A KR19980003518A KR19990069344A KR 19990069344 A KR19990069344 A KR 19990069344A KR 1019980003518 A KR1019980003518 A KR 1019980003518A KR 19980003518 A KR19980003518 A KR 19980003518A KR 19990069344 A KR19990069344 A KR 19990069344A
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김경민
손재근
정형진
정규영
권순태
박규환
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정형진
박규환
정규영
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Abstract

본 발명은 RAPD Marker를 이용하여 벼의 유묘내냉성에 관여하는 양적형질유전자 지도(QTL)와 저온저항성 벼 품종의 선발방법에 관한 것이다.The present invention relates to a quantitative genetic map (QTL) involved in seedling cold resistance of rice using RAPD Marker and a method for selecting low temperature resistant rice varieties.

본 발명은 RAPD marker에 의해 marker간 평균 거리가 10cM이고 총 1,419.7cM인 유전자 연관지도를 제공하는 효과가 있고, 본 발명에 의한 유전자 연관지도는 염색체상에 위치하고 있는 표식인자수가 많기 때문에 질·양적 형질에 관여하는 유전자 탐색의 정확도나 유전해석의 효율성을 크게 향상시킬 수 있으며, 내냉성 품종육성에 RAPD marker를 이용하면 신품종 육성에 소요되는 시간과 노력을 줄일수 있어 육종의 효율을 극대화 시킬 수 있는 뛰어난 효과가 있다.The present invention has the effect of providing a gene association map with an average distance of 10 cM and a total of 1,419.7 cM by a RAPD marker, and the gene association map according to the present invention has a high number of markers located on chromosomes. It is possible to greatly improve the accuracy of gene search and genetic analysis efficiency involved in cultivation, and the use of RAPD marker for cold resistance breeding can reduce the time and effort required for breeding new varieties and maximize the efficiency of breeding. There is.

Description

RAPD Marker를 이용한 벼의 유묘내냉성에 관여하는 양적형질유전자 지도(QTL)와 저온저항성 벼 품종 선발방법Quantitative Genetic Mapping (RTL) and Selection of Low Temperature Resistant Rice Varieties Involved in Cold Seedling Resistance of Rice Using RAD PD Method

본 발명은 저온저항성 벼품종을 선발하는 방법에 관한 것이다. 더욱 상세하게는, 본 발명은 RAPD Marker를 이용한 벼의 유묘내냉성에 관여하는 양적형질유전자지도(QTL)와 저온저항성 벼 품종 선발방법에 관한 것이다.The present invention relates to a method for selecting low temperature resistant rice varieties. More specifically, the present invention relates to a quantitative genetic map (QTL) involved in cold seedling resistance of rice using RAPD Marker and a low temperature resistant rice variety selection method.

벼는 밀 다음의 세계 제 2의 식량작물로서 세계 인구의 반이상이 쌀을 주식으로 하고 있는 작물이다. 쌀은 아시아에서 90% 이상이 생산되고 아시아에서 주로 소비되고 있다. 벼의 내냉성에 관여하는 유전자는 환경의 영향을 많이 받는 양적형질로서 그 유전양식이 복잡한 것으로 알려져 있다. 양적형질의 유전적 특성도 통계적 방법에 의해 분석될 수 있지만 질적형질과는 달리 개개 유전자의 작용에는 환경요인의 영향이 크고 그 작용효과 또한 높지 못하기 때문에 관여 유전자의 수나 염색체상의 위치를 밝힌다는 것은 사실상 불가능한 일이었다. 그러나 최근 분자생물학의 발달과 더불어 DNA marker를 이용한 유전자지도의 작성법이 여러 식물에서 구체화되면서 질적형질 뿐만 아니라 양적형질에 관여하는 유전자좌 분석 및 유전자 지도 작성에 대한 연구도 몇몇 식물에서 수행되어지고 있다. DNA marker를 이용한 양적형질유전자좌(quantitative trait loci; QTL) 분석은 양적형질에 관여하는 유전자의 작용효과와 염색체상의 위치를 구체적으로 밝힐 수 있다는 장점이 있다.Rice is the world's second food crop after wheat, with more than half of the world's population as rice staple food. Rice is produced in more than 90% of Asia and consumed mainly in Asia. Genes involved in the cold resistance of rice is a quantitative trait that is heavily influenced by the environment, and its genetic form is known to be complicated. Genetic characteristics of quantitative traits can also be analyzed by statistical methods, but unlike qualitative traits, it is important to reveal the number of genes involved or their location on the chromosome because the effects of individual environmental factors on the activity of individual genes are not high. It was virtually impossible. However, with the recent development of molecular biology, gene mapping method using DNA marker has been specified in various plants, and researches on gene locus analysis and gene mapping involved in quantitative traits as well as qualitative traits have been conducted in some plants. Quantitative trait loci (QTL) analysis using DNA markers has the advantage of revealing the effect of genes involved in quantitative traits and their location on chromosomes.

DNA marker를 이용한 유전분석이나 유전자지도 작성에는 DNA를 제한효소로 절단하여 나타나는 DNA 단편 크기의 다형성을 이용하는 RFLP(restriction fragmen length polymorphism)분석법과 게놈 DNA를 주형으로 여러종류의 작은 프라이머를 이용하여 DNA를 증폭시키는 PCR(polymerase chain reaction)분석법이 공지되어 있다. 초기에는 주로 RFLP법에만 의존해 왔지만 최근에는 PCR 기술은 분석과정이 복잡하지 않고, 방사선을 사용하지 않음으로서 위험성이 적으며 분석에 필요한 시료량도 적게 소요될 뿐만 아니라 PCR에 의해 증폭된 DNA의 변이성은 합성 프라이머의 염기배열을 임의로 바꾸어 이용함으로써 매우 다양한 DNA band pattern의 변이를 얻을 수도 있어서 이 방법에 대한 관심이 모아지고 있다.Genetic analysis or mapping of DNA using DNA markers involves restriction fragment length polymorphism (RFLP) analysis using DNA fragment size polymorphism resulting from restriction enzyme digestion, and genomic DNA as a template. Polymerase chain reaction (PCR) assays that amplify are known. Initially, it mainly relies on the RFLP method, but recently, PCR technology is not complicated, and there is no risk by using no radiation, it requires less sample volume, and the variability of DNA amplified by PCR is a synthetic primer. By varying the nucleotide sequence of, it is possible to obtain a wide variety of DNA band pattern variations, attracting interest in this method.

따라서, 본 발명의 목적은 RAPD marker를 이용한 벼의 내냉성 유전자원중에서 저온에 견디는 능력이 높은 것을 효율적으로 선발하여 이를 제공하는데 있다.Accordingly, an object of the present invention is to efficiently select and provide a high ability to withstand low temperatures among the cold-resistant gene source of rice using RAPD marker.

본 발명은 상기 목적을 달성하기 위하여 저온에 관련된 RAPD marker를 이용하여 벼 품종간 내냉성 정도를 조사하고, 기온조건이 18℃와 정상의 온도(25℃)와의 유묘초장단축률 정도 등에 대한 실험을 수행하였다.In order to achieve the above object, the present invention investigates the degree of cold resistance between rice varieties using RAPD markers related to low temperature, and conducts experiments on the degree of seedling length reduction between 18 ° C. and normal temperature (25 ° C.). It was.

이하, 본 발명의 구체적인 구성 및 작용을 설명한다.Hereinafter, the specific configuration and operation of the present invention.

도 1은 10개 수도품종의 유묘기 4℃(24시간) 저온처리 결과를 나타낸 RNA 수준을 보인 Dot blot Analysis 결과이다.Figure 1 is a dot blot analysis showing the RNA level showing the result of 4 ℃ (24 hours) low temperature treatment of seedlings of 10 tap varieties.

도 2는 RFLP Marker중 하나인 G309와 게놈 DNA간의 서던 하이브리다이제이션 결과를 보인 사진이다.Figure 2 is a photograph showing the results of Southern hybridization between G309 and genomic DNA, one of the RFLP Marker.

도 3은 공시품종 Dular/Toyohatamochi 조합 F2집단의 게놈 DNA와 프라이머 OPXO3와의 PCR 분석결과를 보인 사진도이다.Figure 3 is a photograph showing the results of PCR analysis of genomic DNA and primers OPXO 3 of the Dul / Toyohatamochi combination F 2 population of the test variety.

도 4는 공시품종 Dular/Toyohatamochi 조합 F2집단에서의 다양한 band를 나타낸 54개의 RFLP marker와의 연관분석에서 염색체 번호가 확인된 84개의 RAPD marker를 이용하여 전체 게놈의 크기가 1419.7cM이고 marker간 평균거리가 10cM인 유전자 연관지도를 나타낸 것이다.4 shows the total genome size of 1419.7 cM and the average distance between markers using 84 RAPD markers with chromosomal number identified in 54 RFLP markers showing various bands in the Dular / Toyohatamochi combination F 2 population. Shows a gene association map of 10 cM.

도 5는 공시품종 Dular/Toyohatamochi 조합 F2집단의 18℃에서의 유묘초장에 대한 빈도분포도를 나타낸 것이다.Figure 5 shows the frequency distribution of seedlings at 18 ℃ of the Dular / Toyohatamochi combination F 2 population of the test variety.

도 6은 MAPL-MQTL 프로그램의 LOD값에 근거하여 QTL 분석을 실시한 결과를 나타낸 그래프이다.6 is a graph showing the results of QTL analysis based on the LOD value of the MAPL-MQTL program.

도 7은 공시품종 Dular/Toyohatamochi 조합 F2집단의 18℃에서의 유묘 내냉성에 관여하는 양적형질유전자(QTL)지도를 나타낸 그림이다.FIG. 7 is a diagram showing a quantitative trait (QTL) map involved in seedling cold resistance at 18 ° C. of the Dular / Toyohatamochi combination F 2 population.

도 8은 인디카형 품종 K-sen4/자바니카형 품종 Silewah 조합의 F3291계통의 18℃ 유묘기의 초장에 대한 빈도분포(연속변이)를 나타낸 그림이다.FIG. 8 is a graph showing the frequency distribution (continuous variation) of the planting of 18 ° C. seedlings of the F 3 291 strain of the Indica type K-sen4 / Zavanica type Silewah combination.

본 발명은 내냉성이 상이한 벼품종 및 잡종집단을 공시하여 4℃와 18℃에서의 품종간 내냉성정도를 분석하는 단계; 저온 처리된 벼의 전해물질 축적정도와 내냉성과의 관계를 분석하는 단계; RFLP 및 RAPD marker를 이용한 벼 유전자지도 작성과 내냉성 관련 양적형질유전자좌의 분석하는 단계로 구성된다.The present invention discloses a rice varieties and hybrid populations having different cold resistance and analyzing the degree of cold resistance between varieties at 4 ℃ and 18 ℃; Analyzing the relationship between the degree of accumulation of electrolyte and cold resistance of the rice treated at low temperature; This study consists of mapping rice genes using RFLP and RAPD markers and analyzing quantitative trait loci related to cold resistance.

이하, 본 발명의 구체적인 구성과 작용을 실시예와 실험예를 들어 구체적으로 설명한다.Hereinafter, the specific configuration and operation of the present invention will be described in detail with examples and experimental examples.

실험예 1. 내냉성 검정Experimental Example 1. Cold resistance assay

4℃에서의 벼 품종별 내냉성 정도를 조사하기 위하여 "花嶺벼"외 9품종을 상토를 넣은 프라스틱 사각상자(40×60×10cm)에 품종당 63립의 종자를 파종하고, 25℃의 온실에서 2주 동안 재배한 후 4℃로 조절된 생장상(4,000lux, 습도 100%, 12시간/일)에서 2일간 처리하였다. 저온처리된 유묘상자를 28℃로 조절된 생장상에서 1주일간 경과시킨 후 품종별 고사개채수를 조사하여 저온감수성값(0: 고사개체가 전혀 없음, 1: 1~20% 고사, 2: 21~40% 고사, 3: 41~60% 고사, 4: 61~80% 고사, 5: 81~100% 고사)으로 나타내었다.In order to investigate the degree of cold resistance by rice varieties at 4 ℃, seedlings of 63 grains were planted in plastic square boxes (40 × 60 × 10 cm) containing 9 varieties of “Flower Rice” and topsoil. After culturing for 2 weeks at 2 ℃ was treated in the growth phase (4,000lux, 100% humidity, 12 hours / day) adjusted to 4 ℃. After 1 week of growth in low temperature treated seedlings at 28 ℃, the low temperature susceptibility value was investigated by examining varieties of cultivars (0: no dead individuals, 1: 1 to 20%, 2: 21 ~ 40% test, 3: 41-60% test, 4: 61-80% test, 5: 81-100% test).

18℃에서 내냉성 검정에는 "花嶺벼"외 11품종을 공시하여 4℃ 내냉성 검정에서와 같은 방법으로 파종하고, 18℃와 25℃의 온실(4,000lux, 12시간/일)에서 15일간 재배한 다음 두 온도 조건간의 품종별 초장을 조사하여 18℃의 초장단축율을 구하였다. 내냉성이 다른 두품종이 교잡된 잡종집단에서 내냉성의 분리양상을 조사하기 위하여 "Dular/Toyohatamochi" 조합의 F2집단을 그들의 양친과 함께 공시하여 앞 실험에서와 같은 방법으로 파종하고 18℃, 4,000 lux(12시간/일)로 조절된 온실에서 3주간 재배한 다음 초장에 대한 빈도분포를 조사하고 양친 및 F2집단의 초장을 QTL 분석자료로 이용하였다. QTL 분석에서 18℃ 내냉성과 관련성이 높은 것으로 판명된 RAPD marker의 검증을 위하여 내냉성이 약한 "K-sen4"와 내냉성이 강한 "Silewah"가 교배된 후대 291 계통(F3)을 그들의 양친과 함께 최아된 종자를 프라스틱 상자(40×60×10cm)에 파종하여 25。/20℃(주/야)로 조절되는 온실에서 1주 동안 성장시켰다. 그후 육묘상자를 수온이 18℃(깊이 10cm)이고 기온이 24。/20℃(주/야)로 유지되는 냉수처리상자(50×70×30cm)로 옮겨 3주동안 처리한 다음 계통별로 초장을 조사하여 초장의 변이분포 조사와 QTL 분석에 이용하였다.In the cold-resistant assay at 18 ℃, 11 varieties of "Flower Rice" and others were disclosed and sown in the same manner as in the 4 ℃ cold-resistant assay, and grown for 15 days in a greenhouse (4,000lux, 12 hours / day) at 18 ℃ and 25 ℃. The height reduction rate of 18 ℃ was obtained by examining the height of each variety between the following two temperature conditions. In order to investigate the segregation characteristics of cold resistance in hybrids in which two varieties with different cold resistance were hybridized, F 2 population of "Dular / Toyohatamochi" combination was disclosed with their parents and sown in the same manner as in the previous experiment. After three weeks of cultivation in a greenhouse controlled at (12 hours / day), the frequency distribution of grass heights was investigated and the grass heights of both parent and F 2 populations were used as QTL analysis data. In order to verify the RAPD markers that were found to be highly related to 18 ° C cold resistance in QTL analysis, later 291 strains (F 3 ) with their parents were crossed with "K-sen4" with low cold resistance and "Silewah" with strong cold resistance. Seeds were sown in plastic boxes (40 × 60 × 10 cm) and grown for 1 week in a greenhouse controlled to 25 ° / 20 ° C. (day / night). The seedling boxes were then transferred to a cold water treatment box (50 × 70 × 30cm) where the water temperature was 18 ° C (10cm deep) and the temperature was maintained at 24 ° / 20 ° C (day / night). This study was used for variance distribution survey and QTL analysis.

실험결과 표 1에서 보듯, 일본에서 재배되고 있는 "Hayayuki", "Mitak", "Nipponbare", "Toyohatamochi"등의 저온감수성값은 1.0~1.5로 나타났고, 우리나라 품종인 "花嶺벼", "一品벼", "盈德벼"의 저온 감수성 값은 2.0~3.0으로 나타난데 비해 "Dular", "Er Jiu Qing", "Kele"등의 인디카 품종들은 저온감수성값이 4.0~5.0으로 높게 나타나, 4℃ 조건에서는 인디카형 품종에 비해 자포니카형 품종들의 내냉성이 높게 나타났다.As shown in Table 1, the low temperature susceptibility values of "Hayayuki", "Mitak", "Nipponbare", "Toyohatamochi", etc., which are cultivated in Japan, were 1.0-1.5. The low-temperature susceptibility values of "Ippm rice" and "盈 德 rice" ranged from 2.0 to 3.0, whereas indica varieties such as "Dular", "Er Jiu Qing", and "Kele" showed high susceptibility values of 4.0-5.0. At 4 ℃, japonica-type varieties showed higher cold resistance than indica-type varieties.

10개 수도품종의 유묘기 내냉성에 대한 품종간 차Varietal Differences in Cold Resistance of Seedlings of 10 Water Varieties 품종kind 원산지origin 내냉성(0~5)Cold resistance (0 ~ 5) Exp. ⅠExp. I Exp. ⅡExp. Ⅱ 평균Average HayayukiHayayuki JapanJapan 1One 1One 1.01.0 MitakMitak JapanJapan 1One 22 1.51.5 NipponbareNipponbare JapanJapan 22 1One 1.51.5 ToyohatamochiToyohatamochi JapanJapan 1One 22 1.51.5 HwayeongbyeoHwayeongbyeo KoreaKorea 33 33 3.03.0 IlpoombyeoIlpoombyeo KoreaKorea 22 22 2.02.0 YeongdeogbyeoYeongdeogbyeo KoreaKorea 33 22 2.52.5 DularDular IndiaIndia 55 33 4.04.0 Er Jiu QingEr Jiu Qing ChinaChina 55 55 5.05.0 KeleKele IndiaIndia 55 55 5.05.0 주: 내냉성은 2주 정도된 묘목을 냉처리(4℃에서 2일간)후 7일후에 기록하였다.Note: The cold resistance was recorded 7 days after cold treatment (2 days at 4 ° C.) about 2 weeks.

한편, "花嶺벼"외 11품종을 공시하여, 18℃와 25℃로 조절되는 온실에서 15일동안 재배한 후 두처리 간의 품종별 초장과 초장단축율을 비교한 실험결과는 하기 표 2와 같다. 공시품종중에서 "Silewah"와 "Toyohatamochi"의 초장단축율이 각각 18%와 25%로 다른 품종에 비해 낮았고, 그외 품종들은 품종의 유형에 관계없이 38~59%의 비교적 높은 단축율을 나타내었다.On the other hand, "Flower Rice" and 11 varieties were disclosed, after cultivation for 15 days in a greenhouse controlled at 18 ℃ and 25 ℃, the experimental results comparing the height and height reduction rate of the varieties between the two treatments are shown in Table 2 and same. Among the cultivars, the shortening rate of "Silewah" and "Toyohatamochi" was 18% and 25%, respectively, lower than those of other varieties, and the other varieties showed a relatively high shortening rate of 38-59% regardless of the breed type.

10개 쌀 품종중 유묘기에서 냉처리와 비처리에서의 식물 생장비교Plant bioequipment bridges in cold and untreated in 10 seedlings CultivarsCultivars Plant height(mm)Plant height (mm) Rate of shoot reduction(b-a/b×100)Rate of shoot reduction (b-a / b × 100) 18℃(a)18 ° C (a) 25℃(b)25 ° C (b) HayayukiHayayuki 4242 7979 4747 MitakMitak 2929 7070 5959 NipponbareNipponbare 3636 6767 4646 ToyohatamochiToyohatamochi 8181 108108 2525 HwayeongbyeoHwayeongbyeo 4040 7171 4444 IlppombyeoIlppombyeo 2121 3535 4040 YeongdeogbyeoYeongdeogbyeo 5555 8989 3838 DularDular 9797 177177 4545 Er Jiu QingEr Jiu Qing 3030 5555 4646 KeleKele 8686 160160 4646 K-sen4K-sen4 8383 168168 5151 SilewahSilewah 225225 311311 1818

실험예 2. RNA 추출과 dot blot 분석Experimental Example 2. RNA extraction and dot blot analysis

저온처리하에서 벼 전해물질의 축적과 내냉성과의 관계를 조사하기 위하여, 공시품종(표 1)의 종자를 4℃ 내냉성 검정실험에서와 같은 방법으로 파종하고 25℃ 온실에서 2주간 재배한 다음 4℃에서 24시간 처리한 후 일부과정이 부분적으로 수정된 Pawlowski 등의 방법에 따라 RNA를 추출하였다. dot blot 분석을 위하여 저온처리된 벼 잎에서 추출되어 nylon membrane상에 blotted 시킨 RNA와 이미 저온 유도성 유전자로 밝혀진 RC167과 RC235의 cDNA 프로브와 하이브리다이제이션 시킨 결과를 Bio Imagine Analyzer(Fujix, BAS 1000MAC)에 의해 전해물질의 축적정도를 조사하였다.In order to investigate the relationship between the accumulation of rice electrolytic material and cold resistance under low temperature treatment, the seeds of the published varieties (Table 1) were sown in the same manner as in the 4 ° C cold resistance test and grown for 2 weeks in a 25 ° C greenhouse, and then 4 ° C. After 24 hours at, RNA was extracted according to Pawlowski et al. For analysis of dot blot, the results of hybridization with RNA extracted from cold-treated rice leaves and blotted onto nylon membrane and c167 DNADNA probes of RC167 and RC235, which were already identified as low-temperature inducible genes, were analyzed using Bio Imagine Analyzer (Fujix, BAS 1000MAC). The degree of accumulation of the electrolytic material was investigated.

저온처리된 벼의 전해물 축적 여부를 RNA 수준에서 검정하기 위하여, 공시품종의 종자를 포트에 파종하고 28℃의 온실에서 2주간 성장시켜 4℃의 생장상에서 12시간 처리한 후 각 식물체의 잎 1g 채취하여 전체 RNA를 추출한 다음, cDNA(RC167, RC235)를 프로브로 하여 dot blot 분석을 실시한 결과는 도 1에 나타낸 바와 같다. RC167 프로브를 이용한 것에서 자포니카형 품종들은 거의 동일하게 뚜렷한 반응을 나타내었지만 인디카형 품종들의 경우에는 반응이 나타나지 않았다. RC235 프로브에서는 10품종 모두 반응이 나타났지만 자포니카형에 비해 인디카형 품종들의 반응이 뚜렷하였다.In order to test the accumulation of electrolytes in cold-treated rice at the RNA level, seeds of seed varieties were sown in pots, grown for 2 weeks in a greenhouse at 28 ° C, treated for 12 hours at 4 ° C growth, and then 1g of leaves of each plant were collected. After extracting the whole RNA, the dot blot analysis using the cDNA (RC167, RC235) as a probe is shown in Figure 1 as a result. In the case of RC167 probe, the japonica-type varieties showed almost the same distinct response, but the indica-type varieties did not. The response of all 10 varieties to the RC235 probe was more pronounced than that of the japonica type.

실험예 3. DNA 추출Experimental Example 3. DNA Extraction

PCR 반응과 서던 하이브리다이제이션을 위하여, "Dular/Toyohatamochi" 조합의 양친과 F2집단 및 "K-sen4/Silewah" 조합의 F3세대를 각각 18℃와 25℃에서 3주간 재배한 후 CTAB법에 따라 다음과 같이 DNA를 추출하였다. 각 식물체의 건전한잎 1g을 막자사발에 넣고 액체질소로 급냉동시킨 상태에서 미세한 분말로 마쇄하고 2xCTAB buffer 1㎖과 1xCTAB 0.5㎖를 넣어 혼합한 다음, 50㎖ cap tube에 옮겨서 55℃에 30분동안 반응시키면서 2~3회 가볍게 혼합하였다. 여기에 동일한 양의 chloroform을 넣어 30분간 둔 다음 원심분리(4,000rpm, 7분, 15℃)한 후 상층액을 15㎖의 폴리프로필렌튜브에 옮겨서, 10% CTAB-NaCl 325㎕와 chloroform 3.5㎕을 넣고 잘 혼합하여 원심분리(4,500rpm, 10분, 15℃)하여 상층액을 15㎖의 새로운 폴리프로필렌튜브에 옮겼다. ppt(precipitation) CTAB 용액(1% CTAB, 50mM Tris pH 8.0, 10mM EDTA) 3.5㎖을 넣어 12시간 이상 상온에 방치한 다음 0.7㎖와 isopropanol 0.42㎖를 넣어 DNA를 엉키게 한 다음 회수하였다. 이렇게 회수된 DNA를 80% 에탄올로 세척하여 건조시키고 TE buffer로 100배 희석한 다음 0.8% 아가로즈 겔에 전기영동하고 260nm UV 하에서 Ethidium Bromide(EtBr)에 의해 나타난 염색정도로서 DNA 농도를 조절하여 PCR과 서던 하이브리다이제이션에 이용하였다.For PCR reaction and Southern hybridization, the CTAB method was followed by cultivation of the parent of the "Dular / Toyohatamochi" combination, the F 2 population and the F 3 generation of the "K-sen4 / Silewah" combination at 18 ° C and 25 ° C for 3 weeks, respectively. According to the DNA was extracted as follows. 1 g of healthy leaves of each plant were put in a mortar and crushed into fine powder in a state of rapid freezing with liquid nitrogen, mixed with 1 ml of 2xCTAB buffer and 0.5 ml of 1xCTAB, mixed, and then transferred to a 50 ml cap tube for 30 minutes at 55 ° C. Mix gently 2 to 3 times while reacting. After adding the same amount of chloroform for 30 minutes and centrifugation (4,000rpm, 7 minutes, 15 ℃), the supernatant was transferred to a 15ml polypropylene tube, 325μl of 10% CTAB-NaCl and 3.5μl of chloroform The mixture was mixed well, centrifuged (4,500 rpm, 10 minutes, 15 ° C), and the supernatant was transferred to 15 ml of fresh polypropylene tube. 3.5 ml of ppt (precipitation) CTAB solution (1% CTAB, 50 mM Tris pH 8.0, 10 mM EDTA) was added and allowed to stand at room temperature for at least 12 hours. Then, 0.7 ml and 0.42 ml of isopropanol were entangled and recovered. The DNA thus recovered was washed with 80% ethanol, dried, diluted 100 times with TE buffer, followed by electrophoresis on 0.8% agarose gel, and DNA concentration was controlled by staining with Ethidium Bromide (EtBr) under 260 nm UV. It was used for Southern hybridization.

실험예 4. RFLP marker 선발Experimental Example 4. Selection of RFLP marker

벼에서 이미 각 염색체상의 위치가 알려져 있는 RFLP marker를 이용하여 "Dular"와 "Toyohatamochi"간에 다형성 band를 나타내는 marker를 선발하고자, "Dular"와 "Toyohatamochi"의 잎으로부터 추출한 게놈 DNA 2㎍를 BamH I, Bgl Ⅱ, EcoR V, Hind Ⅲ와 같은 4종류의 제한효소에 6~12시간 처리한 다음 0.8%의 아가로즈 겔상에서 전기영동한 후 nylon membrane filters(Nytran, S&S)에 전이시키고, Sambrook등의 방법에 의하여32PdCTP로 표지된 프로브 DNA로 하이브리다이제이션하여 다형성 band를 나타내는 marker를 선발하였다. 실험에 사용된 프로브 DNA는 일본 벼게놈연구팀(Rice Genome Research Program, RGP)에서 제공받은 Set Ⅰ의 72개와 Set Ⅱ의 95개 및 게놈 DNA로부터 제작한 프로브 49개를 포함해서 총 218개의 marker를 이용하였다.To select markers showing polymorphic bands between "Dular" and "Toyohatamochi" using RFLP markers, which are already known on each chromosome in rice, 2 µg of genomic DNA extracted from leaves of "Dular" and "Toyohatamochi" was extracted from BamH I. 4-12 restriction enzymes such as Bgl Ⅱ, EcoR V, and Hind Ⅲ for 6 to 12 hours, followed by electrophoresis on 0.8% agarose gel, followed by transfer to nylon membrane filters (Nytran, S & S), Sambrook et al. By the method, hybridization was performed with probe DNA labeled with 32 PdCTP to select a marker indicating a polymorphic band. The probe DNA used in the experiment was a total of 218 markers, including 72 of Set I, 95 of Set II, and 49 probes from genomic DNA provided by the Rice Genome Research Program (RPG). It was.

실험결과, 총 218개의 RFLP marker중 "Dular"와 "Toyohatamochi"의 게놈 DNA와의 서던 하이브리다이제이션에 의해 다형성을 보인 marker는 54개로 나타났다. 표 3에서 보는 바와 같이, 선발된 RFLP marker 54개중 45개는 자방친("Dular")과 화분친("Toyohatamochi")에 모두 band를 나타내었으나 9개의 marker(G165B, G1314B, G282, G124B, G260, G122, G1314B, G2132, G1125)는 양친중 어느 편친에서만 band를 나타냈다.As a result, 54 markers showed polymorphism by Southern hybridization of genomic DNA of "Dular" and "Toyohatamochi" among 218 RFLP markers. As shown in Table 3, 45 of the 54 selected RFLP markers banded to both the parental ("Dular") and pollen ("Toyohatamochi") but nine markers (G165B, G1314B, G282, G124B, G260). , G122, G1314B, G2132, and G1125) showed bands only on either parent.

(계속)(continue)

54개의 RFLP marker중의 하나인 G309와 게놈 DNA간의 서던 분석결과는 도 2와 같다.Southern analysis results between G309 and genomic DNA, one of 54 RFLP markers, are shown in FIG. 2.

실험예 5. RAPD marker 선발Experimental Example 5. RAPD marker selection

유전자지도 작성에 필요한 RAPD marker를 선발하기 위한 DNA 증폭용 시료 준비는 500㎕ PCR reaction tube에 공시품종인 "Dular"와 "Toyohatamochi"의 게놈 DNA 1ng, 프라이머 25ng, dATP, dTTP, dGTP, dCTP를 각각 2.5mM, buffer(10mM Tris pH 8.3, 50mM KCl, 1.5mM MgCl2), Taq-polymerase 0.5unit를 섞은 다음 반응용액이 총 10㎕되게 한 후 PCR 분석에 이용하였다. Thermo Cycler(Gene Amp PCR System 9600)를 이용한 첫 변성은 96℃에 5분간, 그후의 변성은 96℃에서 15초, annealing은 38℃에서 15초, 그리고 DNA 합성은 72℃에서 7분으로 하였다. 합성된 DNA는 1.2% 아가로즈 겔로 전기영동(50volts, 2시간)하고 EtBr에 염색하여 UV 램프에서 band를 확인하였다. PCR에서 두 품종간에 다형성으로 나타나는 band를 RAPD marker로 사용하였다. 본 실험에서 사용 10-mer 프라이머는 일본 농림수산성 북해도 농업시험장에서 1995년 Operon사(Operon Technologies, Inc. Alameda, CA)로부터 구입산 800개중에서 662개를 사용하였다. 그리고 18℃에서 벼의 chlorosis 반응과 밀접하게 연관되어 있고 이미 sequence가 밝혀진 RFLP marker L442와 C609를 프라이머 sequence가 20-mer되게 제작한 다음 각각 PL442와 PC609라 명명하여 RAPD marker로 이용하였다.DNA amplification sample preparation for selection of RAPD markers required for gene mapping was performed using 500 ng PCR reaction tubes with 1 ng of genomic DNA, 25 ng, primers of "Dular" and "Toyohatamochi", dATP, dTTP, dGTP, and dCTP, respectively. 2.5mM, buffer (10mM Tris pH 8.3, 50mM KCl, 1.5mM MgCl 2 ), Taq-polymerase 0.5units were mixed and the reaction solution was totaled 10µl and used for PCR analysis. The initial denaturation using a thermo cycler (Gene Amp PCR System 9600) was 5 minutes at 96 ° C, subsequent denaturation at 15 ° C for 15 seconds, annealing at 38 ° C for 15 seconds, and DNA synthesis at 72 ° C for 7 minutes. The synthesized DNA was electrophoresed with 1.2% agarose gel (50 volts, 2 hours) and stained with EtBr to identify the band in the UV lamp. In the PCR, a band showing polymorphism between two varieties was used as a RAPD marker. The 10-mer primers used in this experiment were 662 out of 800 purchased from Operon (Operon Technologies, Inc. Alameda, Calif.) In 1995 at the Hokkaido Agricultural Experiment Station, Ministry of Agriculture, Forestry and Fisheries. RFLP markers L442 and C609, which are closely related to the chlorosis reaction of rice at 18 ° C and have already been sequenced, were prepared with 20-mer primer sequences and named PL442 and PC609 and used as RAPD markers, respectively.

RAPD marker를 선발하기 위해 공시품종인 "Dular"와 "Toyohatamochi"의 게놈 DNA와 664개의 프라이머를 PCR로 증폭시킨 결과, 다형성 band를 포함하고 있는 프라이머는 하기 표 4에 나타낸 바와 같이 전체의 11%에 해당하는 74개로 나타났다.As a result of PCR amplification of genomic DNA and 664 primers of test varieties "Dular" and "Toyohatamochi" to select RAPD markers, primers containing polymorphic bands were shown in 11% of the total as shown in Table 4 below. The corresponding 74 appeared.

(계속)(continue)

이들 프라이머에 의해 나타난 band 수는 총 289개로 증폭되었으며, 그 크기는 180~4,500bp까지 다양하게 분포하였다. 이중에서 "Dular"와 "Toyohatamochi"의 어느 한쪽에서만 나타난 dominant band는 157개로 확인되었다. 1차 선발된 157개의 band를 대상으로 PCR 분석을 연속적으로 3회 수행하여 재현성이 뚜렷하게 나타난 85개를 RAPD marker로 최종적으로 선발하였다.The number of bands represented by these primers was amplified to a total of 289, the size of the band was varied from 180 to 4,500bp. Of these, only 157 dominant bands appeared in either "Dular" or "Toyohatamochi". The PCR analysis was performed three times consecutively on 157 bands selected first, and finally 85 of them were clearly selected as RAPD markers.

사용한 프라이머중의 하나인 OPX03와 공시품종의 게놈 DNA와의 PCR 분석결과는 도 3에 나타낸 바와 같이 "Dular"에서는 2,400bp와 750bp에서, "Toyohatamochi"에서의 경우는 2,400bp에서만 각각 band가 나타났고, 1번에서 94번까지 F2 개체군에서는 750bp에서는 band가 나타나는 것과 나타나지 않는 것으로 구분되었다.PCR analysis of OPX03, one of the primers used, and genomic DNA of the cultivars showed bands at 2,400bp and 750bp in "Dular" and only 2,400bp in "Toyohatamochi" as shown in FIG. From 1 to 94, the F2 population was divided into bands at 750bp and no bands.

실험예 6. 유전자지도 작성Experimental Example 6. Gene Mapping

RFLP 및 RAPD marker를 이용한 유전자지도를 작성하기 위하여, "Dular/Toyohatamochi"의 F2집단으로부터 분리된 식물체 DNA를 앞 실험에서 선발된 프라이머와 PCR을 수행한 후 藤卷등이 제안한 공식[χ2=(a-3/4n)2/3/4n+ (b-1/4n)2/1/4=(a-3b)2/3n; n: 총계체수, a, b: a, b로 분리된 개체수]에 따라 "Dular"형과 "Toyohatamochi"형을 나타내는 band의 분리비에 대한 적합도 검정을 실시하였다. RAPD marker의 grouping과 연관분석은 Bernatzky와 Tanksley 방법에 의해 분석하였으며, 조환가는 Allard의 F2maximum likelihood algorithm 방법에 의해 구하였다. 여러개의 밀접한 연관 marker들에 대한 염색체상의 배열순서를 결정하기 위하여, 각각의 RFLP와 RAPD marker에서 계산된 조환가를 이용하여 삼점검정법 및 multiple test를 수행하였는데, data의 양이 많아서 주로 NEC 컴퓨터상에서 호환성이 있는 MAPL program을 이용하여 분자유전자지도를 완성하였다. 본 실험에서 선발된 RFLP marker의 명명은 일본의 REG 기준에 준하였고, RAPD marker의 명명은 아라비아 숫자로 표기하였으며, RFLP marker에서 유래된 프라이머 PL442와 PC609에서 얻어진 RAPD marker는 각각 PKL442와 PKC609로 명명하였다. RAPD marker와 18℃에서 처리된 "Dular/Toyohatamochi"의 F2집단으로부터 조사된 초장과의 관계분석은 t검정에 의해 실시하였다.In order to create a genetic map with the RFLP and RAPD marker, "Dular / Toyohatamochi" of F 2 the proposed formulas the plant DNA isolated from the group藤卷after performing the primers and PCR starting from previous experiments [χ 2 = (a-3 / 4n) 2 /3 / 4n + (b-1 / 4n) 2/1/4 = (a-3b) 2 / 3n; n: total number, a, b: number of individuals separated by a, b]], the suitability test was performed for the separation ratio of bands representing the "Dular" type and the "Toyohatamochi" type. The grouping and association analysis of RAPD markers were analyzed by Bernatzky and Tanksley method, and the test score was obtained by Allard's F 2 maximum likelihood algorithm. In order to determine the sequence of chromosome alignment of several closely related markers, three-point test and multiple test were performed using the test value calculated from each RFLP and RAPD marker. Using this MAPL program, the molecular gene map was completed. The RFLP markers selected in this experiment were named according to the Japanese REG standard. The RAPD markers were named in Arabic numerals, and the RAPD markers obtained from the primers PL442 and PC609 derived from the RFLP markers were named PKL442 and PKC609, respectively. . The relationship between the RAPD markers and the heights examined from the F 2 population of "Dular / Toyohatamochi" treated at 18 ° C was performed by the t-test.

MAPL program 이용에 의한 LOD 값(LOD=1.3, χ2<0.05)을 근거로 하여, 85개의 RAPD marker 상호간의 연관관계를 분석한 결과 표 5에서 보는 바와 같이, 16개의 연관된 군과 1개의 독립적인 군으로 구분되었고, 단지 2개의 marker만으로 연관되어 있는 군도 7번, 8번, 11번, 12번, 15번, 16번등 6개 군으로 조사되었다.Based on the LOD values (LOD = 1.3, χ 2 <0.05) using the MAPL program, the correlation between 85 RAPD markers was analyzed. As shown in Table 5, 16 independent groups and 1 independent group were analyzed. Groups were classified into 6 groups, including 7 markers, 8 markers, 11 markers, 12 markers, 15 markers, and 16 markers.

LOD 값에 기초한 85개 RAPD marker의 그룹화Grouping of 85 RAPD markers based on LOD values Group No.Group No. RAPD marker nameRAPD marker name 1One 2, 1, 49, 43, 56, 44, 582, 1, 49, 43, 56, 44, 58 22 3, 24, 25, 26, 8, 62, 63, 93, 24, 25, 26, 8, 62, 63, 9 33 5, 30, 31, 37, 345, 30, 31, 37, 34 44 75, 23, 64, 57, 78, 10, 82, 12, 13, 35, 14, 60, 11, 375, 23, 64, 57, 78, 10, 82, 12, 13, 35, 14, 60, 11, 3 55 83, 15, PKC609, PKL44283, 15, PKC609, PKL442 66 17, 76, 59, 72, 1917, 76, 59, 72, 19 77 18, 4018, 40 88 20, 2920, 29 99 36, 61, 21, 69, 3836, 61, 21, 69, 38 1010 22, 73, 5322, 73, 53 1111 27, 2827, 28 1212 32, 4532, 45 1313 47, 81, 77, 8047, 81, 77, 80 1414 50, 51, 52, 74, 7150, 51, 52, 74, 71 1515 54, 5554, 55 1616 6, 336, 33 SolitarySolitary 4, 7, 16, 41, 42, 48, 65, 66, 67, 68, 694, 7, 16, 41, 42, 48, 65, 66, 67, 68, 69

상기 표 5에서 그룹화된 RAPD marker와 54개의 RFLP marker간의 연관관계를 분석한 결과는 하기 표 6에 나타난 바와 같이, 총 85개의 RAPD marker중 "marker 67"을 제외한 84개의 marker들은 모두 RFLP marker와 연관되어 있는 것으로 나타났고, 각 염색체별 RAPD marker의 수는 4번 염색체에서 19개로 가장 많았으며 8번과 11번은 각각 두 개, 7번은 1개의 RAPD marker가 있는 것으로 분석되었다.As a result of analyzing the association between the RAPD markers grouped in Table 5 and the 54 RFLP markers, as shown in Table 6, 84 markers except “marker 67” among 85 RAPD markers are all associated with the RFLP marker. The number of RAPD markers on each chromosome was the highest with 19 on the 4th chromosome. There were 2 RAPD markers on the 8th and 11th and 1 on the 7th chromosome.

실험결과 도 4와 표 7에 나타낸 바와같이, 85개의 RAPD marker와 54개의 RFLP marker를 이용하여 marker간의 평균거리가 10cM이고 전체 게놈의 크기가 1419.7cM인 유전자 연관지도를 작성하였다.As a result of the experiment, as shown in FIG. 4 and Table 7, a gene association map with an average distance of 10 cM and an overall genome size of 1419.7 cM was prepared using 85 RAPD markers and 54 RFLP markers.

실험예 7. QTL 분석Experimental Example 7. QTL Analysis

벼 염색체상의 QTL 탐색에는 MAPL-MQTL program을 이용하였으며 이때 QTL에 대한 신뢰도를 높이기 위하여 4.0의 LOD 값(logarithm score)을 선택하였다. 한 개의 염색체에서 1개 또는 그 이상의 LOD peak를 조사하여 각각 single 또는 multiple QTL을 가지고 있는가를 분석하였다.MATL-MQTL program was used to search for QTL on rice chromosome, and LOD value (logarithm score) of 4.0 was selected to increase the reliability of QTL. One or more LOD peaks on one chromosome were examined to determine whether they had single or multiple QTL, respectively.

실험결과 도 6에서 보는 바와같이, LOD 값이 4.0이상인 영역은 5번 염색체의 15~42cM 범위에서만 나타났다. 5번 염색체상의 RAPD marker 20, 29와 인접하게 위치하고 있는 3개의 RFLP marker(G292, G396, G337)와 두품종의 초장과의 관계를 t검정한 바 표 8에서 보는 바와같이 RFLP marker G396에서 고도의 유의성이 나타났고, 그외의 marker G292와 G337에서는 유의성이 인정되지 않았다.As shown in FIG. 6, the region having an LOD value of 4.0 or more appeared only in the range of 15-42 cM of chromosome 5. The relationship between the three RFLP markers (G292, G396 and G337) located adjacent to the RAPD markers 20 and 29 on chromosome 5 and the height of the two varieties was examined. Significance was observed, and no significance was found in other markers G292 and G337.

또한, "Dular/Toyohatamochi" 조합 F2집단의 18℃에서의 유묘 초장에 대한 빈도분포를 조사한 결과 도 5에서 보는 바와 같이, 18℃에 20일 동안 자란 "Dular"의 평균초장은 126±8mm이고, "Toyohatamochi"는 평균 117±2mm로 나타났으며, F2집단의 평균치는 140±17mm로 양친의 평균치보다 높게 나타났다.In addition, the frequency distribution of seedlings at 18 ° C. of the “Dular / Toyohatamochi” combination F 2 group was examined. As shown in FIG. 5, the average length of “Dular” grown at 18 ° C. for 20 days was 126 ± 8 mm. , "Toyohatamochi" was average 117 ± 2mm, and the average value of F 2 group was 140 ± 17mm, which was higher than that of parents.

유전자가 이입된 단편에 대한 RFLP marker와 쌀 묘목단계에서 내냉성 사이의 관계Relationship between RFLP markers and cold resistance at rice seedling stages for transgenic fragments RFLPmarkerRFLPmarker Average value of plant height in each genotype(mm)Average value of plant height in each genotype (mm) t-valuet-value Degree of freedomDegree of freedom Dular typeDular type Toyohatamochi typeToyohatamochi type G292G292 133.6(31)a 133.6 (31) a 161.8(6)161.8 (6) 1.9371.937 3535 G396G396 138.0(29)138.0 (29) 163.9(8)163.9 (8) 3.095**3.095 ** 3535 G337G337 141.6(30)141.6 (30) 152.3(7)152.3 (7) 1.0971.097 3535 주: a; line의 수, *,**; Significant at 5% and 10% levels, respectively.Note: a; number of lines, *, **; Significant at 5% and 10% levels, respectively.

한편, 표 9에서 보는 바와같이, RAPD marker 29와 RFLP marker G396 사이에 위치한 것으로 확인된 내냉성 관련 QTL(29)의 최대 LOD 값은 5.71, 상위성은 2.55, 표현형 상관은 0.81로 나타났다.On the other hand, as shown in Table 9, the maximum LOD value of the cold resistance-related QTL (29) identified as being located between the RAPD marker 29 and the RFLP marker G396 was 5.71, the difference was 2.55, the phenotype correlation was 0.81.

"Dular/Toyohatamochi"의 F2population내 낮은 온도하에서 식물성장에 대하여 검출된 QTL 특성Detected QTL Characteristics of Plant Growth at Low Temperature in F 2 Population of "Dular / Toyohatamochi" DNA markerDNA marker Marker bordering the QTLMarker bordering the QTL Total length(cM)Total length (cM) Peak LODPeak LOD EpistasisEpistasis PhenotypecorrelationPhenotypecorrelation G396G396 G292~G396G292-G396 13.513.5 2.622.62 0.670.67 0.4430.443 2929 G396~29G396 ~ 29 10.410.4 5.715.71 2.552.55 0.81.0.81. 2020 29~2029-20 21.221.2 4.344.34 4.284.28 0.7720.772

또한 RAPD marker 20과 29사이에 위치한 QTL(20)에서도 비교적 높은 표현형 상관(0.772)을 보였다. 이상의 확인된 유묘내냉성 관련 QTL을 염색체지도상에 나타낸 결과는 도 7과 같다.The QTL (20) located between RAPD markers 20 and 29 also showed a relatively high phenotypic correlation (0.772). 7 shows the results of the QTL-related QTLs identified on the chromosome map.

인디카형 품종인 "K-sen 4"와 자바니카형 품종인 "Silewah" 조합의 F3291 계통의 18℃에서의 초장을 조사하여 변이분포를 조사한 바, 유묘의 초장은 82~382mm의 넓은 변이분포를 나타내었으며, "K-sen 4"의 평균초장은 225±12mm이고, "Silewah"의 평균값은 355±17mm이며, F3계통의 평균치는 228±42mm로 나타났고, 최빈수(77계통)는 216~249mm이었다. 도 8에서 보는 바와 같이, F3계통들의 초장에 대한 빈도분포는 연속적인 변이분포를 나타냈다.The variation of the seedlings was investigated at 18 ° C of the F 3 291 strain of the combination of the Indica type "K-sen 4" and the Javanese type "Silewah". exhibited a distribution, and the "K-sen 4" average plant height of is 225 ± 12mm, the average value of the "Silewah" was 355 ± 17mm, F 3 system the mean of is appeared to 228 ± 42mm, choebinsu (77 lines) are It was 216-249 mm. As shown in Figure 8, the frequency distribution for the height of the F 3 lines showed a continuous variation distribution.

이상 실험예를 통하여 설명한 바와같이, 본 발명은 DNA marker에 의해 marker간 평균 거리가 10cM이고 총 1,419.7cM인 유전자 연관지도를 제공할 수 있는 효과가 있다. 또한, 본 발명에 의한 유전자 연관지도는 염색체상에 위치하고 있는 표식인자수가 많기 때문에 질·양적 형질에 관여하는 유전자 탐색의 정확도나 유전해석의 효율성을 크게 향상시킬 수 있고, 내냉성 품종육성에 RAPD marker를 이용하면 신품종 육성에 소요되는 시간과 노력을 줄일수 있어 육종의 효율을 극대화 시킬 수 있는 효과가 있어 육종산업상 매우 유용한 발명인 것이다.As described through the above experimental example, the present invention has an effect that can provide a genetic association map of the average distance between the markers by the DNA marker 10cM and a total of 1,419.7cM. In addition, since the gene association map according to the present invention has a large number of marker factors located on the chromosome, it is possible to greatly improve the accuracy of gene search or genetic analysis involved in quality and quantitative traits, and to provide RAPD markers for the development of cold-resistant varieties. When used, it is possible to reduce the time and effort required for the breeding of new varieties, thereby maximizing the efficiency of breeding, which is a very useful invention for the breeding industry.

Claims (3)

인디카형인 Dular와 자포니카형인 Toyohatamochi에서 85개의 RAPD Marker와 54개의 RFLP marker를 선발한 다음, 이들의 연관분석을 통하여 작성된 하기 유전자 지도.85 RAPD Markers and 54 RFLP Markers were selected from the Indica type Dular and the Japonica type Toyohatamochi. 제 1항에 있어서, 상기 유전자지도는 marker간 평균거리가 10cM이고 총 1,419.7cM임을 특징으로 하는 유전자 지도.The genetic map of claim 1, wherein the genetic map has a mean distance between markers of 10 cM and a total of 1,419.7 cM. RAPD Marker를 이용한 벼의 유묘내냉성에 관여하는 하기 양적형질유전자 지도(QTL)를 분석하여 저온저항성을 갖는 벼 품종을 선발하는 방법.A method of selecting rice cultivars having low temperature resistance by analyzing the following quantitative genetic map (QTL) involved in seedling resistance of rice using RAPD Marker.
KR1019980003518A 1998-02-06 1998-02-06 Map QTL related to cold tolerance at seedling stage of rice using RAPD marker and selection method of cold tolerant rice variety KR100264743B1 (en)

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KR20160053151A (en) * 2014-10-31 2016-05-13 대한민국(농촌진흥청장) Qtl analysis of culm length and caps marker therefor
CN109880930A (en) * 2019-04-10 2019-06-14 广西大学 The molecular labeling and its identification method of a kind of rice cold tolerance main effect QTL qCTS12 and application

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KR101395645B1 (en) * 2012-09-05 2014-05-19 동국대학교 산학협력단 RAPD primer and method for selecting Chinese Cabbage having heat stress tolerance
KR102283638B1 (en) 2015-01-09 2021-07-30 충북대학교 산학협력단 Random Amplified Polymorphic DNA primer for discrimination of tobacco cultivars
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20160053151A (en) * 2014-10-31 2016-05-13 대한민국(농촌진흥청장) Qtl analysis of culm length and caps marker therefor
CN109880930A (en) * 2019-04-10 2019-06-14 广西大学 The molecular labeling and its identification method of a kind of rice cold tolerance main effect QTL qCTS12 and application

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