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Improvement of the banana "Musa acuminata" reference sequence using NGS data and semi-automated bioinformatics methods.

Authors :
Martin, Guillaume
Baurens, Franc-Christophe
Droc, Gaëtan
Rouard, Mathieu
Cenci, Alberto
Kilian, Andrzej
Hastie, Alex
Doležel, Jaroslav
Aury, Jean-Marc
Alberti, Adriana
Carreel, Françoise
D'Hont, Angélique
Source :
BMC Genomics; 3/16/2016, Vol. 17, p1-12, 12p, 4 Diagrams, 4 Charts, 1 Graph
Publication Year :
2016

Abstract

Background: Recent advances in genomics indicate functional significance of a majority of genome sequences and their long range interactions. As a detailed examination of genome organization and function requires very high quality genome sequence, the objective of this study was to improve reference genome assembly of banana (Musa acuminata). Results: We have developed a modular bioinformatics pipeline to improve genome sequence assemblies, which can handle various types of data. The pipeline comprises several semi-automated tools. However, unlike classical automated tools that are based on global parameters, the semi-automated tools proposed an expert mode for a user who can decide on suggested improvements through local compromises. The pipeline was used to improve the draft genome sequence of Musa acuminata. Genotyping by sequencing (GBS) of a segregating population and paired-end sequencing were used to detect and correct scaffold misassemblies. Long insert size paired-end reads identified scaffold junctions and fusions missed by automated assembly methods. GBS markers were used to anchor scaffolds to pseudo-molecules with a new bioinformatics approach that avoids the tedious step of marker ordering during genetic map construction. Furthermore, a genome map was constructed and used to assemble scaffolds into super scaffolds. Finally, a consensus gene annotation was projected on the new assembly from two pre-existing annotations. This approach reduced the total Musa scaffold number from 7513 to 1532 (i.e. by 80 %), with an N50 that increased from 1.3 Mb (65 scaffolds) to 3.0 Mb (26 scaffolds). 89.5 % of the assembly was anchored to the 11 Musa chromosomes compared to the previous 70 %. Unknown sites (N) were reduced from 17.3 to 10.0 %. Conclusion: The release of the Musa acuminata reference genome version 2 provides a platform for detailed analysis of banana genome variation, function and evolution. Bioinformatics tools developed in this work can be used to improve genome sequence assemblies in other species. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14712164
Volume :
17
Database :
Complementary Index
Journal :
BMC Genomics
Publication Type :
Academic Journal
Accession number :
113844111
Full Text :
https://doi.org/10.1186/s12864-016-2579-4