• 제목/요약/키워드: Population genetic diversity

검색결과 608건 처리시간 0.024초

Identification of SNPs Related to 19 Phenotypic Traits Using Genome-wide Association Study (GWAS) Approach in Korean Wheat Mini-core Collection

  • Yuna Kang;Yeonjun Sung;Seonghyeon Kim;Changsoo Kim
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2020년도 춘계학술대회
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    • pp.120-120
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    • 2020
  • Based on the simple sequence repeat (SSR) marker, a Korean wheat core collection were established with 616 wheat accessions. Among them, the SNP genotyping for the entire genome was performed using DNA chip array to clarify the whole genome SNP profiles. Consequently, a total of 35,143 SNPs were found and we re-established a mini-core collection with 247 accessions. Population diversity and phylogenetic analysis revealed genetic diversity and relationships from the mini core set. In addition, genome-wide association study (GWAS) was performed on 19 phenotypic traits; ear type, awn length, culm length, ear length, awn color, seed coat color, culm color, ear color, loading, leaf length, leaf width, seeding stand, cold damage, weight, auricle, plant type, heading stage, maturation period, upright habit, and degree of flag leaf. The GWAS was performed using the fixed and random model circulating probability unification (FarmCPU), which identified 14 to 258 SNP loci related to 19 phenotypic traits. Our study indicates that this Korean wheat mini-core collection is a set of germplasm useful for basic and applied research with the aim of understanding and exploiting the genetic diversity of Korean wheat varieties.

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Genetic Diversity of a Chinese Native Chicken Breed, Bian Chicken, Based on Twenty-nine Microsatellite Markers

  • Ding, Fu-Xiang;Zhang, Gen-Xi;Wang, Jin-Yu;Li, Yuan;Zhang, Li-Jun;Wei, Yue;Wang, Hui-Hua;Zhang, Li;Hou, Qi-Rui
    • Asian-Australasian Journal of Animal Sciences
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    • 제23권2호
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    • pp.154-161
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    • 2010
  • The level of genetic differentiation and genetic structure in a Chinese native chicken breed, Bian chicken, and two controlled chicken populations (Jinghai chicken and Youxi chicken in China) were analysed based on 29 microsatellite markers. A total of 166 distinct alleles were observed across the 3 breeds, and 32 of these alleles (19.3%) were unique to only 1 breed. Bian chicken carried the largest number of private alleles at 15 (46.9%), followed by the Jinghai chicken with 12 private alleles (37.5%). The average polymorphism information content (0.5168) and the average expected heterozygote frequency (0.5750) of the Bian chicken were the highest, and those of the Jinghai chicken were 0.4915 and 0.5505, respectively, which were the lowest. Among 29 microsatellite loci, there were 15 highly informative loci in Bian chicken, and the other 14 were reasonably informative loci. The highly informative loci in Jinghai chicken and Youxi chicken were 17 and 14 respectively. Significant deviations from the Hardy-Weinberg equilibrium were observed at several locus-breed combinations, showing a deficit of heterozygotes in many cases. As a whole, genetic differentiation among the breeds estimated by the fixation index (Fst) were at 6.7% (p<0.001). The heterozygote deficit within population (Fis) was 22.2% (p<0.001), with the highest (0.249) in Bian chicken and lowest (0.159) in Youxi chicken. These results serve as an initial step in the plan for genetic characterization and conservation of the Chinese chicken genetic resource of Bian, as well as Jinghai and Youxi chickens.

유전자 알고리즘에 대한 수렴특성의 개선 (Improvement of Convergence Properties for Genetic Algorithms)

  • 이홍규
    • 한국항행학회논문지
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    • 제12권5호
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    • pp.412-419
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    • 2008
  • 유전자 알고리즘은 효과적으로 최적의 해를 구하는 기법이나 진화연상산자의 선정에 따라 조기에 국부 최적해에 고착되어 전역 최적해로의 탐색을 어렵게 하는 문제점을 가지고 있다. 본 논문에서는 국부 최적해로 수렴하게 되는 원인을 분석하고, 국부 최적해에서 벗어나 전역 최적해로의 천이가 가능하도록 하는 방법을 제안하였다. 본 논문에서 사용한 방법은 평균 해밍거리에 따라 진화연산자를 가변시키는 방법으로서 국부 최적해에 고착되지 않도록 유전자에 다양성을 부여하여 지속적으로 모집단의 진화 특성을 유지하는 방법이다. 제안된 방법은 시뮬레이션을 통하여 효용성을 입증하였다.

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진화 시스템을 위한 유전자 알고리즘 프로세서의 구현 (Implementation of an Adaptive Genetic Algorithm Processor for Evolvable Hardware)

  • 정석우;김현식;김동순;정덕진
    • 대한전기학회논문지:시스템및제어부문D
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    • 제53권4호
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    • pp.265-276
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    • 2004
  • Genetic Algorithm(GA), that is shown stable performance to find an optimal solution, has been used as a method of solving large-scaled optimization problems with complex constraints in various applications. Since it takes so much time to execute a long computation process for iterative evolution and adaptation. In this paper, a hardware-based adaptive GA was proposed to reduce the serious computation time of the evolutionary process and to improve the accuracy of convergence to optimal solution. The proposed GA, based on steady-state model among continuos generation model, performs an adaptive mutation process with consideration of the evolution flow and the population diversity. The drawback of the GA, premature convergence, was solved by the proposed adaptation. The Performance improvement of convergence accuracy for some kinds of problem and condition reached to 5-100% with equivalent convergence speed to high-speed algorithm. The proposed adaptive GAP(Genetic Algorithm Processor) was implemented on FPGA device Xilinx XCV2000E of EHW board for face recognition.

Identification of genomic diversity and selection signatures in Luxi cattle using whole-genome sequencing data

  • Mingyue Hu;Lulu Shi;Wenfeng Yi;Feng Li;Shouqing Yan
    • Animal Bioscience
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    • 제37권3호
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    • pp.461-470
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    • 2024
  • Objective: The objective of this study was to investigate the genetic diversity, population structure and whole-genome selection signatures of Luxi cattle to reveal its genomic characteristics in terms of meat and carcass traits, skeletal muscle development, body size, and other traits. Methods: To further analyze the genomic characteristics of Luxi cattle, this study sequenced the whole-genome of 16 individuals from the core conservation farm in Shandong region, and collected 174 published genomes of cattle for conjoint analysis. Furthermore, three different statistics (pi, Fst, and XP-EHH) were used to detect potential positive selection signatures related to selection in Luxi cattle. Moreover, gene ontology and Kyoto encyclopedia of genes and genomes pathway enrichment analyses were performed to reveal the potential biological function of candidate genes harbored in selected regions. Results: The results showed that Luxi cattle had high genomic diversity and low inbreeding levels. Using three complementary methods (pi, Fst, and XP-EHH) to detect the signatures of selection in the Luxi cattle genome, there were 2,941, 2,221 and 1,304 potentially selected genes identified, respectively. Furthermore, there were 45 genes annotated in common overlapping genomic regions covered 0.723 Mb, including PLAG1 zinc finger (PLAG1), dedicator of cytokinesis 3 (DOCK3), ephrin A2 (EFNA2), DAZ associated protein 1 (DAZAP1), Ral GTPase activating protein catalytic subunit alpha 1 (RALGAPA1), mediator complex subunit 13 (MED13), and decaprenyl diphosphate synthase subunit 2 (PDSS2), most of which were enriched in pathways related to muscle growth and differentiation and immunity. Conclusion: In this study, we provided a series of genes associated with important economic traits were found in positive selection regions, and a scientific basis for the scientific conservation and genetic improvement of Luxi cattle.

병원성 검정 및 RAPD 분석에 의한 국내 인삼뿌리썩음병균(Cylindrocarpon destructans)의 유전적 다양성 (Genetic Diversity of Korean Cylindrocarpon destructans Based on Virulence Aassay and RAPD Analysis)

  • 서문원;김선익;송정영;김홍기
    • 한국균학회지
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    • 제39권1호
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    • pp.16-21
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    • 2011
  • 국내 인삼뿌리썩음병균(Cylindrocarpon destructans)은 인삼에 가장 심각한 병을 야기하는 병원균 중의 하나이다. 인삼뿌리썩음병의 효과적인 방제를 위한 기초 연구 자료로 활용하고자 병원성 검정 및 유전적 다양성 분석을 통해 국내 인삼뿌리썩음병균 C. destructans의 종 특성을 분석하였다. 국내 인삼뿌리썩음병반으로부터 분리된 C. destructans 공시 균주들은 배지상에서 다양한 균총의 형태를 나타냈다. 인삼에 인공접종 시 균주들간 병원성의 차이도 다양하게 나타나 병원균 집단내 유전적 다양성이 존재할 것으로 예상되었다. 또한 접종 방법을 달리하여 병원성 검정을 실시했을 때 실내검정은 실외배양혼합액 접종의 결과와 매우 유사하게 나타나 추후 신속하게 병원성 검정을 위해 매우 유용할 것으로 판단되었다. 국내 인삼뿌리썩음병균(C. destructans)의 RAPD 분석결과 유사한 균류들과 확연히 구별되는 단일 그룹을 형성하였으며, 이 병원균 집단은 두 개의 소그룹으로 크게 나뉘었고 각 그룹내 균주들 간 병원성과의 유전적 차이를 확인할 수 있었다.

Allelic Diversity and Geographical Distribution of the Gene Encoding Plasmodium falciparum Merozoite Surface Protein-3 in Thailand

  • Sawaswong, Vorthon;Simpalipan, Phumin;Siripoon, Napaporn;Harnyuttanakorn, Pongchai;Pattaradilokrat, Sittiporn
    • Parasites, Hosts and Diseases
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    • 제53권2호
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    • pp.177-187
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    • 2015
  • Merozoite surface proteins (MSPs) of malaria parasites play critical roles during the erythrocyte invasion and so are potential candidates for malaria vaccine development. However, because MSPs are often under strong immune selection, they can exhibit extensive genetic diversity. The gene encoding the merozoite surface protein-3 (MSP-3) of Plasmodium falciparum displays 2 allelic types, K1 and 3D7. In Thailand, the allelic frequency of the P. falciparum msp-3 gene was evaluated in a single P. falciparum population in Tak at the Thailand and Myanmar border. However, no study has yet looked at the extent of genetic diversity of the msp-3 gene in P. falciparum populations in other localities. Here, we genotyped the msp-3 alleles of 63 P. falciparum samples collected from 5 geographical populations along the borders of Thailand with 3 neighboring countries (Myanmar, Laos, and Cambodia). Our study indicated that the K1 and 3D7 alleles co-existed, but at different proportions in different Thai P. falciparum populations. K1 was more prevalent in populations at the Thailand-Myanmar and Thailand-Cambodia borders, whilst 3D7 was more prevalent at the Thailand-Laos border. Global analysis of the msp-3 allele frequencies revealed that proportions of K1 and 3D7 alleles of msp-3 also varied in different continents, suggesting the divergence of malaria parasite populations. In conclusion, the variation in the msp-3 allelic patterns of P. falciparum in Thailand provides fundamental knowledge for inferring the P. falciparum population structure and for the best design of msp-3 based malaria vaccines.

Conservation Biology of Endangered Plant Species in the National Parks of Korea with Special Reference to Iris dichotoma Pall. (Iridaceae)

  • So, Soonku;Myeong, Hyeon-Ho;Kim, Tae Geun;Oh, Jang-Geun;Kim, Ji-young;Choi, Dae-hoon;Yun, Ju-Ung;Kim, Byung-Bu
    • 한국자원식물학회:학술대회논문집
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    • 한국자원식물학회 2019년도 추계학술대회
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    • pp.32-32
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    • 2019
  • The aim of this study was to provide basic guidelines for conservation and management of endangered plants in the national parks of Korea. Iris dichotoma Pall. (Iridaceae), which is a popular garden plant, is considered a second-class endangered species by Korean government and it is listed as a EN (Endangered) species in Red Data Book of Korea. We analyzed ecological conditions of I. dichotoma habitats based on vegetation properties and soil characteristics. This species which is known to inhabit in grassland adjacent to the ocean of lowlands slope and its population was located at an elevation of 8 m to 11 m. In the study sites, the mean of soil organic matter, total nitrogen and soil pH were 6.16%, 0.234% and 5.39 respectively. Additionally, the genetic variation and structure of three populations were assessed using ISSR (Inter Simple Sequence Repeat) markers. The genetic diversity of I. dichotoma (P = 59.46%, H = 0.206, S = 0.310) at the species level was relatively high. Analysis of molecular variance (AMOVA) showed 82.1% of the total genetic diversity was occurred in within populations and 17.9% variation among populations. Lastly, we developed predicted distribution model based on climate and topographic factors by applying SDMs (Species Distribution Models). Consequently, current status of I. dichotoma habitats is limited with natural factors such as the increase of the coverage rate of the herbs due to ecological succession. Therefore, it is essential to establish in situ and ex situ conservation strategies for protecting natural habitats and to require exploring potential and alternative habitats for reintroduction.

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아종특이적 STS 마커를 이용한 벼 품종의 유전다양성 분석 (Genetic Diversity of Rice Collections using Subspecies-specific STS Markers)

  • 김봉성;강문수;고희종
    • 한국육종학회지
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    • 제41권2호
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    • pp.101-105
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    • 2009
  • 전 세계에서 광범위하게 수집한 벼 유전자원 320개를 63개의 아종특이적마커로 분석하여 유전자원의 다양성, 유연관계 및 유전집단의 구조분석을 하여 아종특이적마커의 아종판별 효율을 검정하고 아종의 게놈 구성을 검토하고자 본 시험을 수행하였다. 1. 본 연구에서 사용한 63개의 아종특이적 마커는 벼 품종을 인디카와 자포니카 두 아종으로 구분하는데 효과적으로 이용할 수 있었다. 2. 실험에 사용한 320개의 벼 유전자원들은 자포니카군(128개)과 인디카군(178개)으로 나눌 수 있었고 Basmati370, Shennong27 등 14개 품종은 중간형 admixture형태의 품종으로 구분할 수 있었다.

Genetic Diversity of Finger Millet (Eleusine coracana (L.) Gaertn.) Landraces Based on EST-SSR

  • Myung Chul Lee;Yu-Mi Choi;Myoung-Jae Shin;Hyemyeong Yoon;Seong-Hoon Kim
    • 한국자원식물학회:학술대회논문집
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    • 한국자원식물학회 2020년도 춘계학술대회
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    • pp.46-46
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    • 2020
  • Finger millet is more nutritious than other and millets and widely cultivate in tropical regions of the world. Furthermore, it is more tolerant against biotic and abiotic stresses such as pest, drought and salt. For this reason, finger millet is one of the putative crops to introduce and cultivate on reclaimed land and prepare the global climate exchange in Korea. In present study, genetic diversity and structure of different populations of finger millet from Africa and South Asia was examined at molecular level using newly developed EST-Simple Sequence Repeat (EST-SSR) markers. In total, 46 primers produced 292 alleles in a size range of 100-500 bp and mean Polymorphism Information Content (PIC) and Marker Index (MI) were 0.372 and 1.04, respectively. 46 primers showed polymorphism and 21 primers were identified as having a PIC value above 0.5. Principal coordinates analysis and the dendrogram constructed out of combined data of both markers showed grouping of finger millet accessions to their respective area of collection. The 156 accessions were more classified into four groups, such as three groups of Africa collection and one group of Asia. Results of present study can be useful in identifying diverse accessions and management of this plant resource. Moreover, the novel SSR markers developed can be utilized for various genetic analyses in this species in future.

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