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Featured researches published by Murukarthick Jayakodi.


BMC Genomics | 2015

Uncovering the novel characteristics of Asian honey bee, Apis cerana , by whole genome sequencing

Je Won Jung; Beom-Soon Choi; Murukarthick Jayakodi; Jeong-Soo Lee; Jong-Sung Lim; Yeisoo Yu; Yong-Soo Choi; Myeong-Lyeol Lee; Yoonseong Park; Ik-Young Choi; Tae-Jin Yang; Owain R. Edwards; Gyoungju Nah; Hyung Wook Kwon

BackgroundThe honey bee is an important model system for increasing understanding of molecular and neural mechanisms underlying social behaviors relevant to the agricultural industry and basic science. The western honey bee, Apis mellifera, has served as a model species, and its genome sequence has been published. In contrast, the genome of the Asian honey bee, Apis cerana, has not yet been sequenced. A. cerana has been raised in Asian countries for thousands of years and has brought considerable economic benefits to the apicultural industry. A cerana has divergent biological traits compared to A. mellifera and it has played a key role in maintaining biodiversity in eastern and southern Asia. Here we report the first whole genome sequence of A. cerana.ResultsUsing de novo assembly methods, we produced a 238 Mbp draft of the A. cerana genome and generated 10,651 genes. A.cerana-specific genes were analyzed to better understand the novel characteristics of this honey bee species. Seventy-two percent of the A. cerana-specific genes had more than one GO term, and 1,696 enzymes were categorized into 125 pathways. Genes involved in chemoreception and immunity were carefully identified and compared to those from other sequenced insect models. These included 10 gustatory receptors, 119 odorant receptors, 10 ionotropic receptors, and 160 immune-related genes.ConclusionsThis first report of the whole genome sequence of A. cerana provides resources for comparative sociogenomics, especially in the field of social insect communication. These important tools will contribute to a better understanding of the complex behaviors and natural biology of the Asian honey bee and to anticipate its future evolutionary trajectory.


Scientific Reports | 2015

Complete chloroplast and ribosomal sequences for 30 accessions elucidate evolution of Oryza AA genome species.

Kyung-Hee Kim; Sang Choon Lee; Junki Lee; Yeisoo Yu; Kiwoung Yang; Beom Soon Choi; Hee Jong Koh; Nomar Espinosa Waminal; Hong Il Choi; Nam Hoon Kim; Woojong Jang; Hyun Seung Park; Jonghoon Lee; Hyun Oh Lee; Ho Jun Joh; Hyeon Ju Lee; Jee Young Park; Sampath Perumal; Murukarthick Jayakodi; Yun Sun Lee; Backki Kim; Dario Copetti; Soonok Kim; Sunggil Kim; Ki Byung Lim; Young-Dong Kim; Jungho Lee; Kwang Su Cho; Beom Seok Park; Rod A. Wing

Cytoplasmic chloroplast (cp) genomes and nuclear ribosomal DNA (nR) are the primary sequences used to understand plant diversity and evolution. We introduce a high-throughput method to simultaneously obtain complete cp and nR sequences using Illumina platform whole-genome sequence. We applied the method to 30 rice specimens belonging to nine Oryza species. Concurrent phylogenomic analysis using cp and nR of several of specimens of the same Oryza AA genome species provides insight into the evolution and domestication of cultivated rice, clarifying three ambiguous but important issues in the evolution of wild Oryza species. First, cp-based trees clearly classify each lineage but can be biased by inter-subspecies cross-hybridization events during speciation. Second, O. glumaepatula, a South American wild rice, includes two cytoplasm types, one of which is derived from a recent interspecies hybridization with O. longistminata. Third, the Australian O. rufipogan-type rice is a perennial form of O. meridionalis.


Journal of Ginseng Research | 2014

Transcriptome profiling and comparative analysis of Panax ginseng adventitious roots

Murukarthick Jayakodi; Sang-Choon Lee; H. Park; Woojong Jang; Yun Sun Lee; Beom-Soon Choi; Gyoung Ju Nah; Do-Soon Kim; Senthil Natesan; Chao Sun; Tae-Jin Yang

Background Panax ginseng Meyer is a traditional medicinal plant famous for its strong therapeutic effects and serves as an important herbal medicine. To understand and manipulate genes involved in secondary metabolic pathways including ginsenosides, transcriptome profiling of P. ginseng is essential. Methods RNA-seq analysis of adventitious roots of two P. ginseng cultivars, Chunpoong (CP) and Cheongsun (CS), was performed using the Illumina HiSeq platform. After transcripts were assembled, expression profiling was performed. Results Assemblies were generated from ∼85 million and ∼77 million high-quality reads from CP and CS cultivars, respectively. A total of 35,527 and 27,716 transcripts were obtained from the CP and CS assemblies, respectively. Annotation of the transcriptomes showed that approximately 90% of the transcripts had significant matches in public databases. We identified several candidate genes involved in ginsenoside biosynthesis. In addition, a large number of transcripts (17%) with different gene ontology designations were uniquely detected in adventitious roots compared to normal ginseng roots. Conclusion This study will provide a comprehensive insight into the transcriptome of ginseng adventitious roots, and a way for successful transcriptome analysis and profiling of resource plants with less genomic information. The transcriptome profiling data generated in this study are available in our newly created adventitious root transcriptome database (http://im-crop.snu.ac.kr/transdb/index.php) for public use.


BMC Plant Biology | 2015

Comprehensive analysis of Panax ginseng root transcriptomes

Murukarthick Jayakodi; Sang-Choon Lee; Yun Sun Lee; H. Park; Nam-Hoon Kim; Woojong Jang; Hyun Oh Lee; Ho Jun Joh; Tae-Jin Yang

BackgroundKorean ginseng (Panax ginseng C.A. Meyer) is a highly effective medicinal plant containing ginsenosides with various pharmacological activities, whose roots are produced commercially for crude drugs.ResultsHere, we used the Illumina platform to generate over 232 million RNA sequencing reads from four root samples, including whole roots from one-year-old plants and three types of root tissue from six-year-old plants (i.e., main root bodies, rhizomes, and lateral roots). Through de novo assembly and reference-assisted selection, we obtained a non-redundant unigene set consisting of 55,949 transcripts with an average length of 1,250 bp. Among transcripts in the unigene set, 94 % were functionally annotated via similarity searches against protein databases. Approximately 28.6 % of the transcripts represent novel gene sequences that have not previously been reported for P. ginseng. Digital expression profiling revealed 364 genes showing differential expression patterns among the four root samples. Additionally, 32 were uniquely expressed in one-year-old roots, while seven were uniquely expressed in six-year-old root tissues. We identified 38 transcripts encoding enzymes involved in ginsenoside biosynthesis pathways and 189 encoding UDP-glycosyltransferases.ConclusionOur analysis provides new insights into the role of the root transcriptome in development and secondary metabolite biosynthesis in P. ginseng.


Frontiers in Plant Science | 2017

Integrated Transcriptomic and Metabolomic Analysis of Five Panax ginseng Cultivars Reveals the Dynamics of Ginsenoside Biosynthesis

Yun Sun Lee; Hyun Seung Park; Dong Kyu Lee; Murukarthick Jayakodi; Nam Hoon Kim; Hyun Jo Koo; Sang Choon Lee; Yeon Jeong Kim; Sung Won Kwon; Tae Jin Yang

Panax ginseng C.A. Meyer is a traditional medicinal herb that produces bioactive compounds such as ginsenosides. Here, we investigated the diversity of ginsenosides and related genes among five genetically fixed inbred ginseng cultivars (Chunpoong [CP], Cheongsun [CS], Gopoong [GO], Sunhyang [SH], and Sunun [SU]). To focus on the genetic diversity related to ginsenoside biosynthesis, we utilized in vitro cultured adventitious roots from the five cultivars grown under controlled environmental conditions. PCA loading plots based on secondary metabolite composition classified the five cultivars into three groups. We selected three cultivars (CS, SH, and SU) to represent the three groups and conducted further transcriptome and gas chromatography-mass spectrometry analyses to identify genes and intermediates corresponding to the variation in ginsenosides among cultivars. We quantified ginsenoside contents from the three cultivars. SH had more than 12 times the total ginsenoside content of CS, with especially large differences in the levels of panaxadiol-type ginsenosides. The expression levels of genes encoding squalene epoxidase (SQE) and dammarenediol synthase (DDS) were also significantly lower in CS than SH and SU, which is consistent with the low levels of ginsenoside produced in this cultivar. Methyl jasmonate (MeJA) treatment increased the levels of panaxadiol-type ginsenosides up to 4-, 13-, and 31-fold in SH, SU, and CS, respectively. MeJA treatment also greatly increased the quantity of major intermediates and the expression of the underlying genes in the ginsenoside biosynthesis pathway; these intermediates included squalene, 2,3-oxidosqualene, and dammarenediol II, especially in CS, which had the lowest ginsenoside content under normal culture conditions. We conclude that SQE and DDS are the most important genetic factors for ginsenoside biosynthesis with diversity among ginseng cultivars.


BMC Plant Biology | 2018

Ginseng Genome Database: an open-access platform for genomics of Panax ginseng

Murukarthick Jayakodi; Beom-Soon Choi; Sang-Choon Lee; Nam-Hoon Kim; Jee Young Park; Woojong Jang; Meiyappan Lakshmanan; Shobhana V. G. Mohan; Dong-Yup Lee; Tae-Jin Yang

BackgroundThe ginseng (Panax ginseng C.A. Meyer) is a perennial herbaceous plant that has been used in traditional oriental medicine for thousands of years. Ginsenosides, which have significant pharmacological effects on human health, are the foremost bioactive constituents in this plant. Having realized the importance of this plant to humans, an integrated omics resource becomes indispensable to facilitate genomic research, molecular breeding and pharmacological study of this herb.DescriptionThe first draft genome sequences of P. ginseng cultivar “Chunpoong” were reported recently. Here, using the draft genome, transcriptome, and functional annotation datasets of P. ginseng, we have constructed the Ginseng Genome Database http://ginsengdb.snu.ac.kr/, the first open-access platform to provide comprehensive genomic resources of P. ginseng. The current version of this database provides the most up-to-date draft genome sequence (of approximately 3000 Mbp of scaffold sequences) along with the structural and functional annotations for 59,352 genes and digital expression of genes based on transcriptome data from different tissues, growth stages and treatments. In addition, tools for visualization and the genomic data from various analyses are provided. All data in the database were manually curated and integrated within a user-friendly query page.ConclusionThis database provides valuable resources for a range of research fields related to P. ginseng and other species belonging to the Apiales order as well as for plant research communities in general. Ginseng genome database can be accessed at http://ginsengdb.snu.ac.kr/.


Journal of Ginseng Research | 2017

Comparative analysis of the transcriptomes and primary metabolite profiles of adventitious roots of five Panax ginseng cultivars

Yun Sun Lee; Hyun Seung Park; Dong Kyu Lee; Murukarthick Jayakodi; Nam Hoon Kim; Sang Choon Lee; Atreyee Kundu; Dong-Yup Lee; Young Chang Kim; Jun Gyo In; Sung Won Kwon; Tae Jin Yang

Background Various Panax ginseng cultivars exhibit a range of diversity for morphological and physiological traits. However, there are few studies on diversity of metabolic profiles and genetic background to understand the complex metabolic pathway in ginseng. Methods To understand the complex metabolic pathway and related genes in ginseng, we tried to conduct integrated analysis of primary metabolite profiles and related gene expression using five ginseng cultivars showing different morphology. We investigated primary metabolite profiles via gas chromatography–mass spectrometry (GC-MS) and analyzed transcriptomes by Illumina sequencing using adventitious roots grown under the same conditions to elucidate the differences in metabolism underlying such genetic diversity. Results GC-MS analysis revealed that primary metabolite profiling allowed us to classify the five cultivars into three independent groups and the grouping was also explained by eight major primary metabolites as biomarkers. We selected three cultivars (Chunpoong, Cheongsun, and Sunhyang) to represent each group and analyzed their transcriptomes. We inspected 100 unigenes involved in seven primary metabolite biosynthesis pathways and found that 21 unigenes encoding 15 enzymes were differentially expressed among the three cultivars. Integrated analysis of transcriptomes and metabolomes revealed that the ginseng cultivars differ in primary metabolites as well as in the putative genes involved in the complex process of primary metabolic pathways. Conclusion Our data derived from this integrated analysis provide insights into the underlying complexity of genes and metabolites that co-regulate flux through these pathways in ginseng.


Plant Biotechnology Journal | 2018

Genome and evolution of the shade‐requiring medicinal herb Panax ginseng

Nam-Hoon Kim; Murukarthick Jayakodi; Sang-Choon Lee; Beom-Soon Choi; Woojong Jang; Junki Lee; Hyun Hee Kim; Nomar Espinosa Waminal; Meiyappan Lakshmanan; Binh van Nguyen; Yun Sun Lee; H. Park; Hyun Jo Koo; Jee Young Park; Sampath Perumal; Ho Jun Joh; Hana Lee; Jin-Kyung Kim; In Seo Kim; Kyung-Hee Kim; Lokanand Koduru; Kyo Bin Kang; Sang Hyun Sung; Yeisoo Yu; Daniel S. Park; Doil Choi; Eunyoung Seo; Seungill Kim; Young-Chang Kim; Dong Yun Hyun

Summary Panax ginseng C. A. Meyer, reputed as the king of medicinal herbs, has slow growth, long generation time, low seed production and complicated genome structure that hamper its study. Here, we unveil the genomic architecture of tetraploid P. ginseng by de novo genome assembly, representing 2.98 Gbp with 59 352 annotated genes. Resequencing data indicated that diploid Panax species diverged in association with global warming in Southern Asia, and two North American species evolved via two intercontinental migrations. Two whole genome duplications (WGD) occurred in the family Araliaceae (including Panax) after divergence with the Apiaceae, the more recent one contributing to the ability of P. ginseng to overwinter, enabling it to spread broadly through the Northern Hemisphere. Functional and evolutionary analyses suggest that production of pharmacologically important dammarane‐type ginsenosides originated in Panax and are produced largely in shoot tissues and transported to roots; that newly evolved P. ginseng fatty acid desaturases increase freezing tolerance; and that unprecedented retention of chlorophyll a/b binding protein genes enables efficient photosynthesis under low light. A genome‐scale metabolic network provides a holistic view of Panax ginsenoside biosynthesis. This study provides valuable resources for improving medicinal values of ginseng either through genomics‐assisted breeding or metabolic engineering.


Mitochondrial DNA Part B | 2016

The complete chloroplast genome sequence of Indian barnyard millet, Echinochloa frumentacea (Poaceae)

Sampath Perumal; Murukarthick Jayakodi; Do-Soon Kim; Tae-Jin Yang; Senthil Natesan

Abstract We report the complete chloroplast genome sequence of the important nutritious millet crop Indian barnyard millet, Echinochloa frumentacea Link (Poaceae). The size of the circular chloroplast genome is 139 593 bp in length with a typical quadripartite structure, containing pair of inverted repeats of 22 618 bp, flanked by large single copy and small single copy regions of 81 839 bp, 12 518 bp, respectively. Overall GC content of the genome was 38.6% and consists of 112 individual genes, including 77 protein coding genes, 30 tRNA genes, four rRNA genes and one conserved open reading frame. In addition, phylogenetic analysis with grass species has revealed that E. frumentacea is diverged around 1.9–2.7 million years with its close relatives, E. oryzicola and E. crus-galli.


Scientific Reports | 2018

Re-exploration of U's Triangle Brassica Species Based on Chloroplast Genomes and 45S nrDNA Sequences

Chang Kug Kim; Young Joo Seol; Sampath Perumal; Jonghoon Lee; Nomar Espinosa Waminal; Murukarthick Jayakodi; Sang Choon Lee; Seungwoo Jin; Beom Soon Choi; Yeisoo Yu; Ho Cheol Ko; Ji Weon Choi; Kyoung Yul Ryu; Seong Han Sohn; Isobel A. P. Parkin; Tae Jin Yang

The concept of U’s triangle, which revealed the importance of polyploidization in plant genome evolution, described natural allopolyploidization events in Brassica using three diploids [B. rapa (A genome), B. nigra (B), and B. oleracea (C)] and derived allotetraploids [B. juncea (AB genome), B. napus (AC), and B. carinata (BC)]. However, comprehensive understanding of Brassica genome evolution has not been fully achieved. Here, we performed low-coverage (2–6×) whole-genome sequencing of 28 accessions of Brassica as well as of Raphanus sativus [R genome] to explore the evolution of six Brassica species based on chloroplast genome and ribosomal DNA variations. Our phylogenomic analyses led to two main conclusions. (1) Intra-species-level chloroplast genome variations are low in the three allotetraploids (2~7 SNPs), but rich and variable in each diploid species (7~193 SNPs). (2) Three allotetraploids maintain two 45SnrDNA types derived from both ancestral species with maternal dominance. Furthermore, this study sheds light on the maternal origin of the AC chloroplast genome. Overall, this study clarifies the genetic relationships of U’s triangle species based on a comprehensive genomics approach and provides important genomic resources for correlative and evolutionary studies.

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Tae-Jin Yang

Seoul National University

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Yun Sun Lee

Seoul National University

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Jee Young Park

Seoul National University

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Sang Choon Lee

Seoul National University

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Tae Jin Yang

Seoul National University

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Woojong Jang

Seoul National University

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Sampath Perumal

Seoul National University

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Sang-Choon Lee

Seoul National University

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H. Park

Seoul National University

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