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wheat
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1. Data -- assembled wheat rna seq data (paired end)
2. Transcript greater then 200 -- sequence greater than 200nt,
perl removesmalls.pl 200 wheat_all_contigs.fasta > wheat_contigs-200.fasta
365752 sequence (RNA seq transcript/wheat_contigs-200.fasta)
3. ORF predictor
154944 seq(output2.fasta)
output2.fasta broken into
new1.fasta 50095460-F170-11E8-979A-BE2BD5D51216
new2.fasta 1E620960-F171-11E8-979A-EC0462A04DAF
new3.fasta 08AFC760-F216-11E8-979A-80DCC2CC534C
3. ORF predictor
3a. predict ORF
perl OrfPredictor.pl wheat_contigs-200.fasta blastx 0 both 1 output
output is protein seq with orf
no ORF - 771 seq
with ORF (output) - 364981 seq
364981 seq (orf sequence)
3b. orf less than 100 aa kept -- sequence greater than 300nt/100aa discarded,
perl removesmalls.pl 100 output > output+100.fasta
154944 seq (output+100.fasta)
3c. extractCDS from RNA seq transcript as per output+100.fasta
perl extractCDS.pl wheat_contigs-200.fasta output+100.fasta ORFoutput
ORFoutput is RNAseq transcript sequence with ORF portion less than 100 aa (nt)
154944 seq (ORFoutput)
4. coding potential calculator -- >=0.5 CPC score discarded
first.fasta 181128106383774 result_cpc2_first.txt
second.fasta 181128255421285 result_cpc2_second.txt
third.fasta 181128325501663 result_cpc2_third.txt
result_cpc2.txt combined resultcpc2
discard_cpc.txt id having score >= 0.5 ie, coding
1188 ids
discard.pl discard ids(discard_cpc.txt) from fasta file(ORFoutput)
CPCoutputFinal.fasta fasta file with no CPC < 0.5 ie non-coding
153756 seq with no CPC
5. House Keeping Genes
SILVA (SSU Ref NR 99, LSU Ref) rRNA data -- two project for SSU and LSU
195 seq removed SSU
4093 seq removed LSU
http://noncode.org NONCODE (current version v5.0) is an integrated knowledge database dedicated to non-coding RNAs (excluding tRNAs and rRNAs)
366 seq removed
http://www.plantrdnadatabase.com/ Plant rDNA database
http://gtrnadb2009.ucsc.edu/ Genomic tRNA database
179 seq removed
4833 (4658 unique seq)
149098 seq for blsatx
makeblastdb –in alltrnas.fasta –dbtype nucl –parse_seqids
blastn –db new.fasta –query CPCoutputFinal.fasta –out results_trna.fasta -evalue 10 -num_threads 4 -outfmt 6
6. Blast nr pfam -- Blast with nr+pfam db
Available blastx
45141 blastx seq (31026 unique)
8913 No Hit found (PotentialLncRna.fasta - 4894 sequence)
Not available blastx
142706 sequence in which blastx need to be done