Team I Genome Assembly Group: Difference between revisions

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==''' Team 1 Genome Assembly '''==


=== In-Class Presentations ===
[[File: Team_1_Genome_Assembly_Presentation_1.pdf]]
=== Genome Assembly Pipeline ===
[[File:workflow.png|border]]
=== Our Goals ===
1. To perform quality control on reads before and after assembling the genome.
2. To evaluate the performance of assembly tools:
  * Abyss
  * ALLPATHS-LG
  * SPADES
  * SKESA
  * Velvet
3. To use the best 2 to perform de novo assembly based on the 50 isolates.
4. To send off the highest quality result to gene prediction.
=== References ===
Alexey Gurevich, Vladislav Saveliev, Nikolay Vyahhi, Glenn Tesler, QUAST: quality assessment tool for genome assemblies, Bioinformatics, Volume 29, Issue 8,
15 April 2013, Pages 1072–1075, https://doi.org/10.1093/bioinformatics/btt086
Bankevich A, Nurk S, Antipov D, et al. SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing. J Comput Biol.
2012;19(5):455–477. doi:10.1089/cmb.2012.0021
Butler, Jonathan et al. “ALLPATHS: de novo assembly of whole-genome shotgun microreads.” Genome research vol. 18,5 (2008): 810-20.
doi:10.1101/gr.7337908
Earl, Dent et al. “Assemblathon 1: a competitive assessment of de novo short read assembly methods.” Genome research vol. 21,12 (2011): 2224-41.
doi:10.1101/gr.126599.111
Maccallum, Iain et al. “ALLPATHS 2: small genomes assembled accurately and with high continuity from short paired reads.” Genome biology vol. 10,10 (2009):
R103. doi:10.1186/gb-2009-10-10-r103
Miller, Jason R et al. “Assembly algorithms for next-generation sequencing data.” Genomics vol. 95,6 (2010): 315-27. doi:10.1016/j.ygeno.2010.03.001
Pritt, J., Chen, N. & Langmead, B. FORGe: prioritizing variants for graph genomes. Genome Biol 19, 220 (2018). https://doi.org/10.1186/s13059-018-1595-x
Quainoo, S., Coolen, J.P., Hijum, S.A., Huynen, M.A., Melchers, W.J., Schaik, W.V., & Wertheim, H.F. (2017). Whole-Genome Sequencing of Bacterial Pathogens:
the Future of Nosocomial Outbreak Analysis. Clinical microbiology reviews, 30 4, 1015-1063 .
Rahman, A., Pachter, L. CGAL: computing genome assembly likelihoods. Genome Biol 14, R8 (2013). https://doi.org/10.1186/gb-2013-14-1-r8
Salzberg, Steven L et al. “GAGE: A critical evaluation of genome assemblies and assembly algorithms.” Genome research vol. 22,3 (2012): 557-67.
doi:10.1101/gr.131383.111
Shifu Chen, Yanqing Zhou, Yaru Chen, Jia Gu; fastp: an ultra-fast all-in-one FASTQ preprocessor, Bioinformatics, Volume 34, Issue 17, 1 September 2018, Pages
i884–i890, https://doi.org/10.1093/bioinformatics/bty560
Sohn, Jang-il; Nam, Jin-Wu. “The present and future of de novo whole-genome assembly”, Briefings in Bioinformatics, Vol 19.1 (2018).
doi.org/10.1093/bib/bbw096
Souvorov A., Agarwala R., & Lipman D.J. SKESA: strategic k-mer extension for scrupulous assemblies. Genome Biology. 2018; 19(1).
doi:10.1186/s13059-018-1540-z
Tanja Magoc, Stephan Pabinger, Stefan Canzar, Xinyue Liu, Qi Su, Daniela Puiu, Luke J. Tallon, Steven L. Salzberg, GAGE-B: an evaluation of genome assemblers
for bacterial organisms, Bioinformatics, Volume 29, Issue 14, 15 July 2013, Pages 1718–1725, https://doi.org/10.1093/bioinformatics/btt273
Zerbino, D., & Birney, E. (n.d.). Velvet: de novo assembly using very short reads. Hinxton: European Bioinformatics Institute.

Latest revision as of 11:12, 14 January 2021