• 제목/요약/키워드: UPGMA Cluster Analysis

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Random Amplified Polymorphic DNA Analysis of Genetic Relationships Among Acanthopanax Species

  • Park, Sang-Yong;Yook, Chang-Soo;Nohara, Toshihiro;Mizutani, Takayuki;Tanaka , Takayuki
    • Archives of Pharmacal Research
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    • 제27권12호
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    • pp.1270-1274
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    • 2004
  • Random amplified polymorphic DNA (RAPD) analysis was used to determine the genetic relationships among seventeen species of the Acanthopanax species. The DNA isolated from the leaves of the samples was used as template in polymerase chain reaction (PCR) with twenty random decamer primers in order to distinguish plant subspecies at the level of their genomes. The RAPD patterns were compared by calculating pairwise distances using Dice similarity index, and produced to the genetic similarity dendrogram by unweighted pair-group method arithmetic averaged (UPGMA) analysis, showing three groups; a major cluster(twelve species), minor cluster (4 species) and single-clustering species. The results of RAPD were compatible with the morphological classification, as well as the chemotaxonomic classification of the Acanthopanax species. The Acanthopanax species containing 3,4-seco-lupane type triterpene compounds in their leaves corresponded to the major cluster, another species having oleanane or normal lupane type constituents to minor clusters, and one species not containing triterpenoidal compound to single-cluster.

Taxonomical Study of Chrysosplenium L. (Saxifragaceae) in Korea Based on Chemical Composition

  • Kim, Hyun-Jun;Jeong, Hea-Seok;Kang, Shin-Ho
    • 한국자원식물학회지
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    • 제26권6호
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    • pp.718-725
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    • 2013
  • Components extracted from 7 species and 18 populations of Chrysosplenium in Korea were compared and analyzed using GC-MS analysis. 57 components (${\geq}80%$ quality) were identified, of which neophytadiene, palmitic acid and phytol were found at all the taxa. Percentage composition of isolated extracts showed a clear difference in components type and GC-MS profile. On the basis of that result, data matrix was made and cluster analysis using UPGMA was conducted. From the result of cluster analysis, two groups were recombined; one with alternate leaves comprised C. japonicum in Ser. Alternifolia and C. flagelliferum in Ser. Flagellifera and the other with opposite leaves gradationally comprised C. psuedofauriei in Ser. Sinica, C. ramosum in Ser. Oppositifolia and C. sphaerospermum, C. valdepilosum, C. flaviflorum in Ser. Pilosa. These chemotaxonomic results agreed in general with those of existing studies on external morphology and molecular. In conclusion, chemical composition can be an useful characters in understanding the relation analysis among interspecific and intraspecific complex with the help of cluster analysis of 7 species and 18 populations of Chrysosplenium in Korea.

Analysis of the Genetic Relationship among Mulberry (Morus spp.) Cultivars Using Inter-Simple Sequence Repeat (ISSR) Markers

  • Park, Eun-Ju;Kang, Min-Uk;Choi, Myoung-Seob;Sung, Gyoo-Byung;Nho, Si-Kab
    • International Journal of Industrial Entomology and Biomaterials
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    • 제41권2호
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    • pp.56-62
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    • 2020
  • Mulberry (Morus spp. family: Moraceae) has prime importance in the sericulture industry, and its foliage is the only natural feed of the silkworm Bombyx mori L. Traditional classification methods using morphological traits were largely unsuccessful in assessing the diversity and relationships among different mulberry species because of environmental influences on the traits of interest. For these reasons, it is difficult to differentiate between the varieties and cultivars of Morus spp. In the present study, inter-simple sequence repeat (ISSR) markers were used to investigate the genetic diversity of 48 mulberry samples genotyped using nine ISSR primers. The ISSR markers exhibited polymorphisms (53.2%) among mulberry genotypes. Furthermore, similarity coefficient estimated for these ISSR markers was found to vary between 0.67 and 0.99 for the combined pooled data. The phenogram drawn using the UPGMA cluster method based on combined pooled data of the ISSR markers divided the 48 mulberry genotypes into seven major groups. No genetic association was found in the collection area, and there was a mixed pattern between the mulberry lines. The hybridization between different mulberry species is highly likely to be homogenized due to natural hybridization.

산마늘의 자생지별 외부형태 및 수리분류학적 연구 (External Morphology and Numerical Taxonomy among Habitat of Allium victorialis var. platyphyllum)

  • 유기억
    • 한국자원식물학회지
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    • 제11권2호
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    • pp.210-216
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    • 1998
  • Taxonomic studies in external morphology, principal component analysis and cluster analysis were conducted to understand the intraspecific relationship among three habitats (Jirisan, Odaesan and Ulleungdo) of allium voctorialis var. platyphyllum. External morphology such as bulb color, leaf blade length and width, petiole length, total leaf length, peduncle length, perianth lobe length and width, length of anther and filament were useful characters for identification of poplations in three habitats. The results obtained based on the principal component (Pc) analysis of treated 72 OTUs(included outgroup) were divided into three groups by the PC 1 ,2,3 and the sums of contributions for the total variance were 84.1%(PC1 51.0%, PC2 24.9% and PC3 8.2%, respectively). In cluster analysis by the UPGMA and Ward's methods , there was similarities in the compostion of clustered taxa, and only Ulleungdo population was distinctly identified from population of other two habitats.

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멜론 유전자원의 원예형질 특성 및 유연관계 분석 (Evaluation of horticultural traits and genetic relationship in melon germplasm)

  • 정재민;최성환;오주열;김나희;김다은;손병구;박영훈
    • Journal of Plant Biotechnology
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    • 제42권4호
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    • pp.401-408
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    • 2015
  • 멜론(Cucumis melo L.) 유전자원 83 품종에 대한 형질특성 및 유전적 다양성을 분석하였다. 형질은 유묘, 잎, 줄기, 화기, 과실, 종자에 대해 총 35개 세부특성을 조사하고, 다변량(MANOVA) 분석을 하였다. 주성분 분석(PCA, principal component analysis) 결과 과중, 과장, 과경, 자엽길이, 종자직경, 종자길이 등 8개의 주성분이 전체 변량의 76.3% 를 나타내었다. 평균연관법(Average linkage method)을 사용한 83개의 멜론의 군집분석(Cluster analysis) 결과 coefficient 0.7에서 5개의 cluster로 분류되었다. Cluster I은 과특성에 있어 가장 높은 측정치를, Cluster II는 당도, Cluster V는 과의 성숙기간이 긴 품종들로 주로 구성되었다. 유전자형 분석은 Cucurbit Genomics Initiative (ICuGI) database에 공시된 15개의 Expressed-sequence Tag-Simple Sequence Repeat (EST-SSR) 마커를 이용하였으며 비가중평균결합법(UPGMA)을 통해 품종간 유연관계를 분석하고 6개의 군으로 분류하였다. 형태적 군집분석 결과와 유전적 군집분석 결과의 상관관계를 조사한 결과 상관계수(r) 값이 -0.11으로 매우 낮게 나타났다.

Evaluation of Genetic Diversity among the Genus Viola by RAPD Markers

  • Oh, Boung-Jun;Ko, Moon-Kyung;Lee, Cheol-Hee
    • 한국자원식물학회지
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    • 제19권6호
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    • pp.716-720
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    • 2006
  • The genetic diversity among the genus Viola was evaluated using the random amplified polymorphic DNA (RAPD) method. A total of 142 distinct amplification fragments by 18 random primers were scored to perform the cluster analysis with UPGMA. Viola species from the subsection Patellares were clustered into group I to IV. The groups from I to IV were consistent with its morphological taxonomy, series Pinnatae, Chinensis, Variegatae, and Patellares in the subsection Patellares, respectively. Even though V. albida and V. albida var. takahasii were classified in Chinensis, they were assigned into group I. The cluster analysis separated other subsections from Patellares in the section Nomimium. Interestingly, V. verecunda and V. grypoceras in subsections Biobatae and Trigonocarpae, respectively, were clustered into group C with a high similarity coefficient. Therefore, RAPD analysis can be used for providing an alternative classification system to identify genotypes and morphological characters of Viola species.

Toxoplasma gondii virulence prediction using hierarchical cluster analysis based on coding sequences (CDS) of sag1, gra7 and rop18

  • Subekti, Didik T;Ekawasti, Fitrine;Desem, Muhammad Ibrahim;Azmi, Zul
    • Journal of Veterinary Science
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    • 제22권6호
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    • pp.88.1-88.6
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    • 2021
  • Toxoplasma gondii consists of three genotypes, namely genotype I, II and III. Based on its virulence, T. gondii can be divided into virulent and avirulent strains. This study intends to evaluate an alternative method for predicting T. gondii virulence using hierarchical cluster analysis based on complete coding sequences (CDS) of sag1, gra7 and rop18 genes. Dendrogram was constructed using UPGMA with a Kimura 80 nucleotide distance measurement. The results showed that the prediction errors of T. gondii virulence using sag1, gra7 and rop18 were 7.41%, 6.89% and 9.1%, respectively. Analysis based on CDS of gra7 and rop18 was able to differentiate avirulent strains into genotypes II and III, whereas sag1 failed to differentiate.

한국산 광의의 붉나무속(Rhus L. sensu lato)의 수리분류학적 연구 (Numerical taxonomy of Rhus sensu lato (Anacardiaceae) in Korea)

  • 도재화;김주환
    • 식물분류학회지
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    • 제34권3호
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    • pp.205-220
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    • 2004
  • 한국산 광의의 붉나무속(Rhus) 6분류군간의 한계를 검토하기 위하여 28집단에 대한 67개의 외부형태학적 형질을 기초로 주성분분석과 군집분석의 수리분류학적 연구를 실시하였다. 47개의 정량형질을 기초로 한 주성분분석 결과에서는, 주성분 1, 2, 3이 전체분산값의 77.9%(주성분1 35.2%, 주성분2 22.5%, 주성분3 20.2%), 또한 20개의 정성형질을 기초로 한 분석결과에서는, 주성분 1, 2, 3은 전체분산에 대해 90.7%(주성분1 37.7%, 주성분2 33.0%. 주성분3 20.0%)를 설명 할 수 있는 것으로 나타났다. 주성분적재값을 기초로 하여 공간배열을 실시한 결과, 조사된 분류군들은 종집단 간에 뚜렷한 한계를 보이며 유집되었다. 또한, 단순유집계수에 의한 군집분석을 수행하여 UPGMA 표현도를 작성한 결과, 각각의 분류군 사이에는 뚜렷한 한계를 보였다. 군집분석 결과, 한국산 광의의 붉나무속 식물의 분류에는 정성적 형질이 유용한 것으로 나타났으며, 수리분류학적 연구는 한국산 광의의 붉나무속 6분류군의 분류학적 한계설정에 매우 유용한 것으로 나타났다.

ISSR 분석에 의한 전나무 집단의 유전변이 (Genetic Variation of Abies holophylla Populations in South Korea Based on ISSR Markers)

  • 김영미;홍경낙;이제완;양병훈
    • 한국산림과학회지
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    • 제103권2호
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    • pp.182-188
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    • 2014
  • ISSR 표지를 이용하여 전나무 6개 집단의 유전다양성과 유전구조를 분석하였다. 6개 ISSR primer로 유전다양성을 추정한 결과, 집단별 다형성 유전자좌의 비율은 평균 85.6%, 이형접합도 기대치($H_e$)는 0.288로 나타났다. AMOVA 결과, 전체 유전변이에서 5.6%는 집단간, 94.4%는 집단내 개체간 차이에 기인하는 것으로 나타났다. 베이즈 추론에 근거한 유전분화는 ${\theta}^{II}$$G_{ST}$가 각각 0.045, 0.038로, 근연교배 정도는 0.509로 추정되었다. Mental 검증에서 집단간 지리적 거리가 멀수록 유전적으로 상이한 것으로 판명되었다(r = 0.74, P < 0.05). UPGMA 방법과 PCA 결과에 따라서 남원, 청도, 문경 집단을 한 군집으로, 인제, 홍천, 평창 집단을 다른 군집으로 나눌 수 있었다. 베이즈 군집분석에서는 유전변이 분포에 따라서 남원, 문경 집단이 한 군집으로 인제, 홍천, 평창, 청도 집단이 다른 한 군집으로 묶여서 2개의 상위 군집으로 나뉘었다. 빈도주의 분석에 따른 '군집'을 반영한 AMOVA 결과에서 전체 유전변이의 3.9%를 군집의 영향으로 설명할 수 있었으며, 전나무 집단의 지리적 분포는 베이즈 분석보다는 UPGMA 방법에 의한 구분과 일치하는 것으로 나타났다.

RAPD Marker에 의한 호박의 품종간 유연 관계 분석 (Assessment of Genetic Relationship among Curcurbitaceae Cultivars Revealed by RAPD Marker)

  • 김창훈;이승인;유병천;송인호;권용삼
    • 생명과학회지
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    • 제13권5호
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    • pp.590-595
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    • 2003
  • The objective of this study was to assess of genetic variation within and between pumpkin species including Cucurbita maxima, C. moschata, C. pepo and C. maxima${\times}$C. moschata using RAPD markers. The 16 primers showed the amplification of 136 scorable fragments ranging from about 100 bp to 2300 bp. A total of 94 DNA fragments were polymorphic with an average 5.9 polymorphic bands per primer. A species $(C. maxima\timesC. moschata)$ has the highest number of polymorphic loci. Based on obtained data, UPGMA cluster analysis was conducted. Twenty pumpkin cultivars were classified into three large categories and identified genetic distance of cluster ranging from 0.38 and 1.00. Clustering was in accordance with the division of Curcurbitaceae into four species, C. maxima, C. moschata, C. pepo and C. $C. maxima\timesC. moschata$. Therefore, RAPD method may be essential tool for enabling discrimination of pumpkin cultivars.