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Genomic and transcriptomic analyses reveal a tandem amplification unit of 11 genes and mutations of mismatch repair genes in methotrexate-resistant HT-29 cells

View ORCID ProfileAhreum Kim, Jong-Yeon Shin, Jeong-Sun Seo
doi: https://doi.org/10.1101/2020.02.26.965814
Ahreum Kim
1Precision Medicine Center, Seoul National University Bundang Hospital, Seongnamsi 13605, Korea
2Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
3CHA University School of Medicine, Seongnam, South Korea
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  • ORCID record for Ahreum Kim
Jong-Yeon Shin
1Precision Medicine Center, Seoul National University Bundang Hospital, Seongnamsi 13605, Korea
4Macrogen Inc., Seoul 08511, Korea
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Jeong-Sun Seo
1Precision Medicine Center, Seoul National University Bundang Hospital, Seongnamsi 13605, Korea
2Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
4Macrogen Inc., Seoul 08511, Korea
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  • For correspondence: jeongsunseo@gmail.com
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Abstract

DHFR gene amplification is present in methotrexate (MTX)-resistant colon cancer cells and acute lymphoblastic leukemia. However, little is known about DHFR gene amplification due to difficulties in quantifying amplification size and recognizing the repetitive rearrangements involved in the process. In this study, we have proposed an integrative framework to characterize the amplified region by using a combination of single-molecule real time sequencing, next-generation optical mapping, and chromosome conformation capture (Hi-C). Amplification of the DHFR gene was optimized to generate homogenously amplified patterns. The amplification units of 11 genes, from the DHFR gene to the ATP6AP1L gene position on chromosome 5 (~2.2Mbp), and a twenty-fold tandemly amplified region were verified using long-range genome and RNA sequencing data. In doing so, a novel inversion at the start and end positions of the amplified region as well as frameshift insertions in most of the MSH and MLH genes were detected. These might stimulate chromosomal breakage and cause the dysregulation of mismatch repair pathways. Using Hi-C technology, high adjusted interaction frequencies were detected on the amplified unit and unsuspected position on 5q, which could have a complex network of spatial contacts to harbor gene amplification. Characterizing the tandem gene-amplified unit and genomic variants as well as chromosomal interactions on intra-chromosome 5 can be critical in identifying the mechanisms behind genomic rearrangements. These findings may give new insight into the mechanisms underlying the amplification process and evolution of drug resistance.

Footnotes

  • ahreumkim88{at}snu.ac.kr +82-31-600-3001, jongyeon.anna{at}gmail.com +82-31-600-3001, jeongsun{at}snu.ac.kr +82-31-600-3001

  • Abbreviations

    A3SS
    Alternative 3’ splice site
    A5SS
    Alternative 5’ splice site
    BAM
    Binary alignment map
    BFB
    Breakage-fusion-bridge
    CNV
    Copy number variation
    DEG
    Differentially expressed gene
    DEL
    Deletion
    DHFR
    Dihyrofolate reductase
    DUP
    Duplication
    FDR
    False discovery rate
    FISH
    Fluorescent In Situ Hybridization
    FPKM
    Fragment per kilo base per million
    GATK
    Genome analysis toolkit
    GSEA
    Gene set enrichment analysis
    Hi-C
    High throughput chromosome conformation capture
    IGV
    Integrative genomics viewer
    INV
    Inversion
    INVDUP
    Inverted duplication
    KEGG
    Kyoto encyclopedia of genes and genomes
    Lsign
    Sum of the sign of the entries in the lower triangle
    Lvar
    the variance of the lower triangle
    MTX
    Methotrexate
    MXE
    Mutually exclusive exon
    ncRNA
    non-coding RNA
    NGS
    Next generation sequencing
    PacBio
    Pacific Bioscience
    RI
    Retained intron
    RNA-seq
    RNA sequencing
    SE
    Skipped exon
    SMRT
    Single molecule real-time
    SNV
    Single nucleotide variation
    Score
    Conner score
    STAR
    Spliced transcripts alignment to a reference
    SV
    Structural variation
    TAD
    Topologically associating domains
    Usign
    Sum of the sign of the entries in the upper triangle
    Uvar
    The variance of the upper triangle
    VSD
    Variance stabilizing data
    WGS
    Whole-genome sequencing
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    Posted February 27, 2020.
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    Genomic and transcriptomic analyses reveal a tandem amplification unit of 11 genes and mutations of mismatch repair genes in methotrexate-resistant HT-29 cells
    Ahreum Kim, Jong-Yeon Shin, Jeong-Sun Seo
    bioRxiv 2020.02.26.965814; doi: https://doi.org/10.1101/2020.02.26.965814
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    Genomic and transcriptomic analyses reveal a tandem amplification unit of 11 genes and mutations of mismatch repair genes in methotrexate-resistant HT-29 cells
    Ahreum Kim, Jong-Yeon Shin, Jeong-Sun Seo
    bioRxiv 2020.02.26.965814; doi: https://doi.org/10.1101/2020.02.26.965814

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