Question: Plant small RNA (sRNA) data analysis pipeline
gravatar for K S
14 months ago by
K S0
K S0 wrote:

I am interested in the identification of the 'Viromes' in the wheat samples infected with viruses. For this purpose, I am not sure about the pipeline to be used. I have sRNA data from illumina and I am following these steps

  1. Quality check of the reads

a. Raw reads -> Trim adapters and filtered reads (FASTQC, cutadapt and Trimmomatic)

  1. Mapping on the host genome to find host-specific reads

a. building the indexes from the whole wheat genome (bowtie2, GMAP) (getting an error due to the size of the genome)

b. Mapping of reads to the reference genome (Tophat, SAMTOOLS)

*. Would it be better to align them to RNA sequences from wheat instead of the whole genome?

  1. De-no assembly of the unmapped reads (velvet, kmer - 17)

  2. Mapping of contigs to the reference genome from step 2 (bowtie2, tophat, samtools)

  3. BLASTN Unmapped contigs against virus databases in the NCBI/Genebank

  4. BLASTX against virus protein database.


sequencing virome next-gen • 433 views
ADD COMMENTlink modified 14 months ago by Fabio Marroni2.5k • written 14 months ago by K S0
gravatar for Fabio Marroni
14 months ago by
Fabio Marroni2.5k
Fabio Marroni2.5k wrote:

Your pipeline is reasonable. I don't know how to help regarding the indexing problem; I understand that genomes larger than the human are very hardly managed by common index building tools. You might ask to someone working on wheat, I have no experience on that. As a shortcut you might map on the transcriptome. Another option would be to use some metagenomic classifier (e.g. kraken2) to remove all reads mapping to plants (you will have to use the nt database). However, I would also suggest giving a look at VirusDetect. Not sure if it can handle wheat!

ADD COMMENTlink written 14 months ago by Fabio Marroni2.5k
Please log in to add an answer.


Use of this site constitutes acceptance of our User Agreement and Privacy Policy.
Powered by Biostar version 2.3.0
Traffic: 1293 users visited in the last hour