A DE NOVO ASSEMBLY METHOD FOR SHORT SEQUENCE OF SOLID-SAGE READS RESPONSIBLE FOR WHEAT (TRITICUM AESTIVUM L.) LEAF RUST

Authors

  • Jyoti Pathak Birla Institute of Technology, Mesra, Ranchi 835215, Jharkhand, India
  • Kunal Mukhopadhyay Birla Institute of Technology, Mesra, Ranchi 835215, Jharkhand, India
  • Raju Poddar Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215, Jharkhand, India

Abstract

Objective: Wheat leaf rust is one of the most widespread rust diseases caused by Puccinia triticina Eriks. De novo assembly of short sequence reads in order to understand the molecular phenomenon underlying wheat leaf rust interaction and to assemble differentially expressed genes, resistance genes and the genes encoding transcription factors in response to Puccinia infection in wheat was the main objective of the present study.

Methods: De novo assembly of SOLiD (sequencing by oligonucleotide ligation and detection) SAGE (serial analysis of gene expression) sequence reads from a pair of Near-isogenic lines (NILs) of wheat cultivar HD2329 with Lr28 (resistant) and HD2329 lacking Lr28 (susceptible) that were either infected with the most virulent pathogen Puccinia triticina or inoculated as mock in the absence of any reference sequence was carried out using multiple k-mer approach. Combinations of different software working on different algorithm were used to obtain a maximum number of differentially expressed transcripts.

Results: De novo assembly at different k-mers produced a large number of contigs. The size of contigs was further increased with the use of different assembly software. Redundancy was removed both at nucleotide and protein levels, which increased the quality of assembly.

Conclusion: For the assembly of short sequences of the complex genome such as those of polyploids a combination of software gives longer and unique contigs. It may be used in understanding the molecular mechanism of plant-microbe interaction.

Keywords: Wheat, Leaf rust, SOLiD, SAGE, De novo assembly, NILs.

Downloads

Download data is not yet available.

Author Biographies

Jyoti Pathak, Birla Institute of Technology, Mesra, Ranchi 835215, Jharkhand, India

Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215, Jharkhand, India.

Raju Poddar, Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215, Jharkhand, India

Asst. prof., Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215, Jharkhand, India.

References

Zhang W, Liu G, Bai C. A forecast analysis on global production of staple crops; 2007.

Flicek P, Birney E. Sense from sequence reads methods for alignment and assembly. Nat Methods 2010;7:479.

Jackman SD, Birol I. Assembling genomes using short-read sequencing technology. Genome Biol 2010;11:202.

Pop M. Genome assembly reborn: recent computational challenges. Briefings Bioinf 2009;10:354-66.

Pop M, Salzberg SL. Bioinformatics challenges of new sequencing technology. Trends Genet 2008;24:142-9.

Huang X, Madan A. CAP3: A DNA sequence assembly program. Genome Res 1999;9:868-77.

Zerbino DR, Birney E. Velvet: algorithms for De novo short read assembly using de bruijn graphs. Genome Res 2008;18:821-9.

Schulz MH, Zerbino DR, Vingron M, Birney E. Oases: robust De novo RNA-seq assembly across the dynamic range of expression levels. Bioinformatics 2012;28:1086-92.

Grabherr MG, Haas BJ, Yassour M, Levin JZ, Thompson DA, Amit I, et al. Full-length transcriptome assembly from RNA-Seq data without a reference genome. Nat Biotechnol 2011;29:644-52.

Robertson G, Schein J, Chiu R, Corbett R, Field M, Jackman SD, et al. De novo assembly and analysis of RNA-seq data. Nat Methods 2010;7:909-12.

Brenchly R, Spannagi M, Pfeifer M, Barker GLA, D’Amore R, Allen AM, et al. Analysis of the bread wheat genome using whole-genome shotgun sequencing. Nature 2012;491:705-10.

Reinhardt JA, Baltrus DA, Nishimura MT, Jeck WR, Jones CD, Dangl JL. De novo assembly using low-coverage short read sequence data from the rice pathogen pseudomonas syringae pv. Oryzae Genome Res 2009;19:294-305.

Duan J, Xia C, Zhao G, Jia J, Kong X. Optimizing De novo common wheat transcriptome assembly using short-read RNA-seq data. BMC Genomics 2012;13:392.

Gahlan P, Singh HR, Shankar R, Sharma N, Kumari A, Chawla V, et al. De novo sequencing and characterization of Picrorhiza kurrooa transcriptome at two temperatures showed major transcriptome adjustments. BMC Genomics 2012;13:126.

Whiteford N, Haslam N, Weber G, Prugel-bennett A, Essex JW, Roach PL, et al. An analysis of the feasibility of short read sequencing. Nucleic Acids Res 2005;33:e171-e171.

Chaisson M, Pevzner P, Tang H. Fragment assembly with short reads. Bioinformatics 2004;20:2067-74.

Nakasugi K, Crowhurst R, Bally J, Waterhouse P. Combining transcriptome assemblies from multiple De novo assemblers in the allo-tetraploid plant Nicotiana benthamiana. PloS One 2014;9:e91776.

Gibbons JG, Janson EM, Hittinger CT, Johnston M, Abbot P, Rokas A. Benchmarking next-generation transcriptome sequencing for functional and evolutionary genomics. Mol Biol Evol 2009;26:2731-44.

Li Z, Chen Y, Mu D, Yuan J, Shi Y, Zhang H, et al. Comparison of the two major classes of assembly algorithms: overlap-layout-consensus and de-bruijn-graph. Briefings Funct Genomics 2012;11:25-37.

Li W, Godzik A. Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences. Bioinformatics 2006;22:1658-9.

Gilbert D. Gene-omes built from mRNA seq not genome DNA. 7th annual arthropod genomics symposium. Notre Dame; 2013.

Yandell M, Ence D. A beginner's guide to eukaryotic genome annotation. Nat Rev Genet 2012;13:329-42.

Gruenheit N, Deusch O, Esser C, Becker M, Voelckel C, Lockhert P. Cutoffs and k-mers: implications from a transcriptome study in allopolyploid plants. BMC Genomics 2012;13:92.

Duan J, Xia C, Zhao G, Jia J, Kong X. Optimizing de novo common wheat transcriptome assembly using short-read RNA-Seq data. BMC Genomics 2012;13:392.

Krasileva K, Buffalo V, Bailey P, Pearce S, Ayling S, Tabbita F, et al. Separating homeologs by phasing in the tetraploid wheat transcriptome. Genome Biol 2013;14:R66.

Ranwez V, Holtz Y, Sarah G, Ardisson M, Santoni S, Glémin S, et al. Disentangling homologous contigs in allotetraploid assembly: application to durum wheat. BMC Bioinformatics 2013;14(Suppl 15):S15.

Published

01-02-2016

How to Cite

Pathak, J., K. Mukhopadhyay, and R. Poddar. “A DE NOVO ASSEMBLY METHOD FOR SHORT SEQUENCE OF SOLID-SAGE READS RESPONSIBLE FOR WHEAT (TRITICUM AESTIVUM L.) LEAF RUST”. International Journal of Pharmacy and Pharmaceutical Sciences, vol. 8, no. 2, Feb. 2016, pp. 298-01, https://journals.innovareacademics.in/index.php/ijpps/article/view/9736.

Issue

Section

Original Article(s)