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  1. Article

    Open Access

    Intercellular cross-talk through lineage-specific gap junction of cancer-associated fibroblasts related to stromal fibrosis and prognosis

    Stromal fibrosis in cancer is usually associated with poor prognosis and chemotherapy resistance. It is thought to be caused by fibroblasts; however, the exact mechanism is not yet well understood. The study a...

    Seong Ju Cho, Ji-Hye Oh, Jaehoon Baek, Yunsu Shin, Wonkyung Kim in Scientific Reports (2023)

  2. Article

    Open Access

    S-Pred: protein structural property prediction using MSA transformer

    Predicting the local structural features of a protein from its amino acid sequence helps its function prediction to be revealed and assists in three-dimensional structural modeling. As the sequence-structure g...

    Yiyu Hong, **ung Song, Junsu Ko, Juyong Lee, Woong-Hee Shin in Scientific Reports (2022)

  3. Article

    Open Access

    Author Correction: Deep learning method for comet segmentation and comet assay image analysis

    Yiyu Hong, Hyo‑Jeong Han, Hannah Lee, Donghwan Lee, Junsu Ko in Scientific Reports (2022)

  4. Article

    Open Access

    A-Prot: protein structure modeling using MSA transformer

    The accuracy of protein 3D structure prediction has been dramatically improved with the help of advances in deep learning. In the recent CASP14, Deepmind demonstrated that their new version of AlphaFold (AF) p...

    Yiyu Hong, Juyong Lee, Junsu Ko in BMC Bioinformatics (2022)

  5. Article

    Open Access

    Retrosynthetic reaction pathway prediction through neural machine translation of atomic environments

    Designing efficient synthetic routes for a target molecule remains a major challenge in organic synthesis. Atom environments are ideal, stand-alone, chemically meaningful building blocks providing a high-resol...

    Umit V. Ucak, Islambek Ashyrmamatov, Junsu Ko, Juyong Lee in Nature Communications (2022)

  6. Article

    Open Access

    Substructure-based neural machine translation for retrosynthetic prediction

    With the rapid improvement of machine translation approaches, neural machine translation has started to play an important role in retrosynthesis planning, which finds reasonable synthetic pathways for a target...

    Umit V. Ucak, Taek Kang, Junsu Ko, Juyong Lee in Journal of Cheminformatics (2021)

  7. Article

    Open Access

    Deep learning method for comet segmentation and comet assay image analysis

    Comet assay is a widely used method, especially in the field of genotoxicity, to quantify and measure DNA damage visually at the level of individual cells with high sensitivity and efficiency. Generally, compu...

    Yiyu Hong, Hyo-Jeong Han, Hannah Lee, Donghwan Lee, Junsu Ko in Scientific Reports (2020)

  8. No Access

    Article

    TaF: a web platform for taxonomic profile-based fungal gene prediction

    The accurate prediction and annotation of gene structures from the genome sequence of an organism enable genome-wide functional analyses to obtain insight into the biological properties of an organism.

    Sin-Gi Park, DongSung Ryu, Hyunsung Lee, Ho** Ryu, Yong Ju Ahn in Genes & Genomics (2019)

  9. Article

    Open Access

    Comparative transcriptome analysis identified candidate genes involved in mycelium browning in Lentinula edodes

    Lentinula edodes is one of the most popular edible mushroom species in the world and contains useful medicinal components, such as lentinan. The light-induced formation of brown film on the vegetative mycelial ti...

    Seung-il Yoo, Hwa-Yong Lee, Kesavan Markkandan, Suyun Moon, Yong Ju Ahn in BMC Genomics (2019)

  10. Article

    Open Access

    The first whole genome and transcriptome of the cinereous vulture reveals adaptation in the gastric and immune defense systems and possible convergent evolution between the Old and New World vultures

    The cinereous vulture, Aegypius monachus, is the largest bird of prey and plays a key role in the ecosystem by removing carcasses, thus preventing the spread of diseases. Its feeding habits force it to cope with ...

    Oksung Chung, Seondeok **, Yun Sung Cho, Jeongheui Lim, Hyunho Kim in Genome Biology (2015)

  11. Article

    Open Access

    Whole genome sequencing of an ethnic Pathan (Pakhtun) from the north-west of Pakistan

    Pakistan covers a key geographic area in human history, being both part of the Indus River region that acted as one of the cradles of civilization and as a link between Western Eurasia and Eastern Asia. This r...

    Muhammad Ilyas, Jong-Soo Kim, Jesse Cooper, Young-Ah Shin, Hak-Min Kim in BMC Genomics (2015)

  12. Article

    Open Access

    Genome-wide analysis of DNA methylation patterns in horse

    DNA methylation is an epigenetic regulatory mechanism that plays an essential role in mediating biological processes and determining phenotypic plasticity in organisms. Although the horse reference genome and ...

    Ja-Rang Lee, Chang Pyo Hong, Jae-Woo Moon, Yi-Deun Jung, Dae-Soo Kim in BMC Genomics (2014)

  13. Article

    Open Access

    Minke whale genome and aquatic adaptation in cetaceans

    Jung-Hyun Lee, Jong Bhak and their colleagues report the whole-genome sequencing and de novo assembly of a male minke whale genome, as well as the genome sequences of three additional minke whales, a fin whale, a...

    Hyung-Soon Yim, Yun Sung Cho, Xuanmin Guang, Sung Gyun Kang in Nature Genetics (2014)

  14. Article

    Open Access

    The tiger genome and comparative analysis with lion and snow leopard genomes

    Tigers and their close relatives (Panthera) are some of the world’s most endangered species. Here we report the de novo assembly of an Amur tiger whole-genome sequence as well as the genomic sequences of a white ...

    Yun Sung Cho, Li Hu, Haolong Hou, Hang Lee, Jiaohui Xu in Nature Communications (2013)

  15. Article

    Open Access

    Whole transcriptome analyses of six thoroughbred horses before and after exercise using RNA-Seq

    Thoroughbred horses are the most expensive domestic animals, and their running ability and knowledge about their muscle-related diseases are important in animal genetics. While the horse reference genome is av...

    Kyung-Do Park, Jongsun Park, Junsu Ko, Byung Chul Kim, Heui-Soo Kim in BMC Genomics (2012)

  16. Article

    Open Access

    GalaxyTBM: template-based modeling by building a reliable core and refining unreliable local regions

    Protein structures can be reliably predicted by template-based modeling (TBM) when experimental structures of homologous proteins are available. However, it is challenging to obtain structures more accurate th...

    Junsu Ko, Hahnbeom Park, Chaok Seok in BMC Bioinformatics (2012)

  17. Article

    Open Access

    A protein domain interaction interface database: InterPare

    Most proteins function by interacting with other molecules. Their interaction interfaces are highly conserved throughout evolution to avoid undesirable interactions that lead to fatal disorders in cells. Ratio...

    Sungsam Gong, Changbum Park, Hansol Choi, Junsu Ko, Insoo Jang in BMC Bioinformatics (2005)