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Chromosome-level quality scaffolding of brown algal genomes using InstaGRAAL, a proximity ligation-based scaffolder

Lyam Baudry, Martial Marbouty, Hervé Marie-Nelly, Alexandre Cormier, Nadège Guiglielmoni, Komlan Avia, Yann Loe Mie, Olivier Godfroy, Lieven Sterck, J. Mark Cock, Christophe Zimmer, Susana M. Coelho, View ORCID ProfileRomain Koszul
doi: https://doi.org/10.1101/2019.12.22.882084
Lyam Baudry
1Institut Pasteur, Unité Régulation Spatiale des Génomes, UMR3525, CNRS, 75015 Paris, France
2Institut Pasteur, Center of Bioinformatics, Biostatistics and Integrative Biology (C3BI), USR3756, CNRS
3Sorbonne Université, Collège Doctoral, F-75005, Paris, France
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Martial Marbouty
1Institut Pasteur, Unité Régulation Spatiale des Génomes, UMR3525, CNRS, 75015 Paris, France
2Institut Pasteur, Center of Bioinformatics, Biostatistics and Integrative Biology (C3BI), USR3756, CNRS
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Hervé Marie-Nelly
1Institut Pasteur, Unité Régulation Spatiale des Génomes, UMR3525, CNRS, 75015 Paris, France
2Institut Pasteur, Center of Bioinformatics, Biostatistics and Integrative Biology (C3BI), USR3756, CNRS
3Sorbonne Université, Collège Doctoral, F-75005, Paris, France
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Alexandre Cormier
4Sorbonne Université, Laboratory of Integrative Biology of Marine Models, Algal Genetics, UMR 8227, Roscoff, France
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Nadège Guiglielmoni
1Institut Pasteur, Unité Régulation Spatiale des Génomes, UMR3525, CNRS, 75015 Paris, France
2Institut Pasteur, Center of Bioinformatics, Biostatistics and Integrative Biology (C3BI), USR3756, CNRS
6Evolutionary Biology & Ecology, Université Libre de Bruxelles, 1050 Brussels, Belgium
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Komlan Avia
4Sorbonne Université, Laboratory of Integrative Biology of Marine Models, Algal Genetics, UMR 8227, Roscoff, France
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Yann Loe Mie
2Institut Pasteur, Center of Bioinformatics, Biostatistics and Integrative Biology (C3BI), USR3756, CNRS
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Olivier Godfroy
4Sorbonne Université, Laboratory of Integrative Biology of Marine Models, Algal Genetics, UMR 8227, Roscoff, France
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Lieven Sterck
4Sorbonne Université, Laboratory of Integrative Biology of Marine Models, Algal Genetics, UMR 8227, Roscoff, France
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J. Mark Cock
4Sorbonne Université, Laboratory of Integrative Biology of Marine Models, Algal Genetics, UMR 8227, Roscoff, France
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Christophe Zimmer
2Institut Pasteur, Center of Bioinformatics, Biostatistics and Integrative Biology (C3BI), USR3756, CNRS
5Institut Pasteur, Imaging and Modeling, UMR3691, CNRS, 75015 Paris, France
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Susana M. Coelho
4Sorbonne Université, Laboratory of Integrative Biology of Marine Models, Algal Genetics, UMR 8227, Roscoff, France
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  • For correspondence: romain.koszul@pasteur.fr coelho@sb-roscoff.fr
Romain Koszul
1Institut Pasteur, Unité Régulation Spatiale des Génomes, UMR3525, CNRS, 75015 Paris, France
2Institut Pasteur, Center of Bioinformatics, Biostatistics and Integrative Biology (C3BI), USR3756, CNRS
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  • ORCID record for Romain Koszul
  • For correspondence: romain.koszul@pasteur.fr coelho@sb-roscoff.fr
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ABSTRACT

Hi-C has become a popular technique in recent genome assembly projects. Hi-C exploits contact frequencies between pairs of loci to bridge and order contigs in draft genomes, resulting in chromosome-level assemblies. However, application of this approach is currently hampered by a lack of robust programs that are capable of effectively treating this type of data, particularly open source programs. We developed instaGRAAL, a complete overhaul of the GRAAL program, which has adapted the latter to allow efficient assembly of large genomes. Both GRAAL, and instaGRAAL use a Markov Chain Monte Carlo algorithm to perform Hi-C scaffolding, but instaGRAAL features a number of improvements including a modular polishing approach that optionally integrates independent data. To validate the program, we used it to generate chromosome-level assemblies for two brown algae, Desmarestia herbacea and the model Ectocarpus sp., and quantified improvements compared to the initial draft for the latter. Overall, instaGRAAL is a program able to generate, using default parameters with minimal human intervention, near-complete assemblies.

Footnotes

  • https://github.com/koszullab/instaGRAAL

  • https://github.com/koszullab/ectocarpus_scripts

  • List of abbreviations

    RF
    Restriction fragment
    MCMC
    Markov Chain Monte Carlo
    LD
    Linkage desiquilibrium
    IQR
    Inter-quartile range
    3C
    chromosome conformation capture
    GRAAL -3D
    genome (re)assembly assessing likelihood from 3D
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    Chromosome-level quality scaffolding of brown algal genomes using InstaGRAAL, a proximity ligation-based scaffolder
    Lyam Baudry, Martial Marbouty, Hervé Marie-Nelly, Alexandre Cormier, Nadège Guiglielmoni, Komlan Avia, Yann Loe Mie, Olivier Godfroy, Lieven Sterck, J. Mark Cock, Christophe Zimmer, Susana M. Coelho, Romain Koszul
    bioRxiv 2019.12.22.882084; doi: https://doi.org/10.1101/2019.12.22.882084
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    Chromosome-level quality scaffolding of brown algal genomes using InstaGRAAL, a proximity ligation-based scaffolder
    Lyam Baudry, Martial Marbouty, Hervé Marie-Nelly, Alexandre Cormier, Nadège Guiglielmoni, Komlan Avia, Yann Loe Mie, Olivier Godfroy, Lieven Sterck, J. Mark Cock, Christophe Zimmer, Susana M. Coelho, Romain Koszul
    bioRxiv 2019.12.22.882084; doi: https://doi.org/10.1101/2019.12.22.882084

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