Hand on on exploration results

Result fusion files


Exploration Fusion results


====

Data Exploration

In the following section we will use the ucsc genome browser’s online blat to explore a number of example positive and negative fusion transcripts. This part is based on tutorial created by Andrew McPherson The aim of this part is to understand the procedure to validate a fusion transcript

Hand On 1

Now we can take a look of Breast cancer cell line. We start to analyze starfusion results in detail. Move on the STAR-FUSION directry of HCC1395 directory.

cd ~/fusion/tutorial-fusion-transcript-2017/Results/HCC1395


then uncompress the directory:

tar xvfz starfusion.tar.gz 


check the directory:

ls
defuse.tar.gz  starfusion  starfusion.tar.gz

move on the star fusion directory:

cd starfusion/

Now look the starfusion.fusion_candidates.txt and serarch some fusions:

FROM: High-throughput detection of fusion genes in cancer using the Sequenom MassARRAY platform

Maryou BK Lambros, Paul M Wilkerson, Rachael Natrajan, Neill Patani, Vidya Pawar, Radost Vatcheva, Marthe Mansour, Mirja Laschet, Beatrice Oelze, Nicholas Orr, Susanne Muller and Jorge S Reis-Filho

Please check ERO1L-FERMT2 and CYP39A1-EIF3K

**(root) um49@m49:~/fusion/tutorial-fusion-transcript-2017/Results/HCC1395/starfusion$ cat starfusion.fusion_candidates.txt |grep CYP39A1|grep EIF3K**
EIF3K--CYP39A1	170	109	EIF3K^ENSG00000178982.5	chr19:39123318:+	0CYP39A1^ENSG00000146233.3	chr6:46607405:-	0

**(root) um49@m49:~/fusion/tutorial-fusion-transcript-2017/Results/HCC1395/starfusion$ cat starfusion.fusion_candidates.txt |grep ERO1L|grep FERMT2**
ERO1L--FERMT2	3	2	ERO1L^ENSG00000197930.8	chr14:53138348:-	0FERMT2^ENSG00000073712.9	chr14:53348187:-	0

Use cat and grep for search the other fusions:

cat starfusion.fusion_candidates.txt |grep ####|grep ######

Hand On 2

Go to Defuse results and see the file type. Defuse are perl tool very powerfull create by Andrew McPherson. DeFuse is a software package for gene fusion discovery using RNA-Seq data. The software uses clusters of discordant paired end alignments to inform a split read alignment analysis for finding fusion boundaries. The software also employs a number of heuristic filters in an attempt to reduce the number of false positives and produces a fully annotated output for each predicted fusion.

Move on the STAR-FUSION directry of HCC1395 directory.

cd ~/fusion/tutorial-fusion-transcript-2017/Results/HCC1395


then uncompress the directory:

tar xvf defuse.tar.gz

check the directory:

**(root) um49@m49:~/fusion/tutorial-fusion-transcript-2017/Results/HCC1395$ ls**
defuse  defuse.tar.gz  starfusion  starfusion.tar.gz


cd defuse/


The information how to interpeter the output are describe in this page

Please go to defuse results and extract the sequnce from PLA2R1-RBMS1.

cat results.filtered.tsv |grep PLA2R1 

The following two sequence predicted by defuse represent two distinct splice variants of the PLA2R1-RBMS1 fusion.

>771050
AAGATGCAAGAAACTGTGCTGTTTATAAGGCAAACAAAACATTGCTGCCCTTACACTG
TGGTTCCAAACGTGAATGGATATGCAAAATCCCAAGAGATGTGAAACCCAAGATTCCG
TTCTGGTACCAGTACGATGTACCCTGGCTCTTTTATCAGGATGCAGAATACCTTTTTC
ATACCTTTGCCTCAGAATGGTTGAACTTTGAGTTTGTCTGTAGCTGGCTGCACAGTGA
TCTTCTCACAATTCATTCTGCACATGAGCAAGAATTCATCCACAGCAAAATAAAAGCG
|CAACAGGAACAAGATCCTACCAACCTCTACATTTCTAATTTGCCACTCTCCATGGAT
GAGCAAGAACTAGAAAATATGCTCAAACCATTTGGACAAGTTATTTCTACAAGGATAC
TACGTGATTCCAGTGGTACAAGTCGTGGTGTTGGCTTTGCTAGGATGGAATCAACAGA
AAAATGTGAAGCTGTTATTGGTCATTTTAATGGAAAATTTATTAAGACACCACCAGGA
GTTTCTGCCCCCACAGA

>770399
GGATTGGATTTAATAAAAGAAACCCACTGAATGCCGGCTCATGGGAGTGGTCTGATAG
AACTCCTGTTGTCTCTTCGTTTTTAGACAACACTTATTTTGGAGAAGATGCAAGAAAC
TGTGCTGTTTATAAGGCAAACAAAACATTGCTGCCCTTACACTGTGGTTCCAAACGTG
AATGGATATGCAAAATCCCAAGAGATGTGAAACCCAAGATTCCGTTCTGGTACCAGTA
CGATGTACCCTGGCTCTTTTATCAGGATGCAGAATACCTTTTTCATACCTTTGCCTCA
GAATGGTTGAACTTTGAGTTTGTCTGTAGCTGGCTGCACAGTGATCTTCTCACAATTC
ATTCTGCACATGAGCAAGAATTCATCCACAGCAAAATAAAAGC|GCAACAGGAACAAG
ATCCTACCAACCTCTACATTTCTAATTTGCCACTCTCCATGGATGAGCAAGAACTAGA
AAATATGCTCAAACCATTTGGACAAGTTATTTCTACAAGGATACTACGTGATTCCAGT
GGTACAAGTCGTGGTGTTGGCTTTGCTAGATTTTTTTTTTTTTTTGTGAGAAATA

Web-blatting link them will give you the following list of alignments. Please remember Defuse use hg19.

   ACTIONS      QUERY           SCORE START  END QSIZE IDENTITY CHRO STRAND  START    END      SPAN
---------------------------------------------------------------------------------------------------
browser details 770399           389     1   392   576 100.0%     2   -  160832579 160836405   3827
browser details 770399           184   392   576   576 100.0%     2   -  161159310 161159999    690
browser details 770399           155   392   550   576  98.8%    12   -   66628514  66628672    159
browser details 770399            78   392   547   576  75.0%    12   -   94818206  94818361    156
browser details 770399            27   361   391   576  96.6%     2   -    5782745   5783131    387
browser details 770399            22   104   125   576 100.0%     5   +  148444986 148445007     22
browser details 770399            21   438   458   576 100.0%     6   -  158134531 158134551     21
browser details 770399            20   265   284   576 100.0%     5   -   84000186  84000205     20
browser details 770399            20   235   266   576  81.3%     2   +   74143821  74143852     32
browser details 771050           288     1   290   538 100.0%     2   -  160832579 160833890   1312
browser details 771050           241   290   538   538  98.4%    12   -   66628424  66628672    249
browser details 771050           238   290   528   538 100.0%     2   -  161157162 161159999   2838
browser details 771050            83   290   453   538  75.5%    12   +   56965481  56965649    169
browser details 771050            39   462   520   538  83.1%     3   +   29804414  29804472     59
browser details 771050            27   259   289   538  96.6%     2   -    5782745   5783131    387
browser details 771050            27   441   472   538  96.7%     3   +  192743568 192743603     36
browser details 771050            25   461   493   538  76.7%     2   -  182283137 182283166     30
browser details 771050            22     2    23   538 100.0%     5   +  148444986 148445007     22
browser details 771050            21   336   356   538 100.0%     6   -  158134531 158134551     21
browser details 771050            20   163   182   538 100.0%     5   -   84000186  84000205     20
browser details 771050            20     1    24   538  91.7%     1   +  162028403 162028426     24

Click ‘browser’ for the first alignment for the alignment to the PLA2R1 gene.

Do you expect the genomic breakpoint to be upstream (on the left) or downstream (on the right) relative to the aligned sequences?

 

Go back and click ‘browser’ for the second alignment for the alignment to the RBMS1 gene.

Do you expect the genomic breakpoint to be upstream (on the left) or downstream (on the right) relative to the aligned sequences?

 

The following sequence is a destruct breakpoint prediction most likely associated with the fusion.

>destruct_31240
TGCAAAAGATCTGGAAAAATGCAGTCTGGTATTTACACATAATTTAAGTTCACAGTGC
AACTGCTCCCATAACCCTAGCTGAAACTGTCTCTTCTTAGTCATTTTTAATTTTCCAA
GATAACTTGGCAAAGCTATTGTTGTTGACATAATAAAGACTGGGCAGAAGGCTTACCT
AGCAAAGCCAACACCACGACTTGTACCACTGGAATCACGTAGTATCCTTGTAGAAATA
ACTTGTCCAAATGGTTTGAGCATATTTTCTAGTTCTTGCTCATCCATGGAGAGTGGCA
AATTAGAAATGTAGAGGTTGGTAGGATCTTGTTCCTGTTGCTAAAACAGAAGAGAGTG
TTGTCCATTAATTTCCAACAGAAGGTGAGATATTTATGTTAACACACCTATTTTTATT
AGCTACTTTCTTTGCTCAAGTCCTTTTAAAGTACTCAGAACCTCAGAACACCAAAGTC
ACCCTGGACTCTTGAAAATAGTGTCTGAAGCTTGGACAA[AA]AAAAAGTAATATTAG
AAAATGAATTCATTTTCTGACAAAAAATTATTGGCTCATCCTCTCAGTTATTTACCCT
CTCAGTGATTTATAATTCATTGCATATGTCACATGTATTTGAAAAACAATTCAAGGTA
TCAAGGCATCATTAGTATAAAGATACTGATTTTAGGTATTAGTCTGATTGCTAAGCTT
TAAGCAGTATAAGCTTTCCTTCCCATTCAAATAGAGAGACACAATATAGGACAAAAGA
ATACTACAGAGTGCCCAGTGTTTGACAACTAGAAAATTATCCTTTTGATGAGTTCATG
TCCTTTGCAGGGACATGGATGAAGCTGGAAACCATCAATCTCAGCAAACTAACACATG
AACAGAAAACCAAACACCGCATGTTCTCACTCATAAGTGGGAGCTGAACAATGAGAAC
ACATGGACACAGGGAGGGGAACATCACACACTGGGGCCTGTCGG

Add the breakpoint sequence to the web blat query, click on the same alignments as above, and zoom out to see the position of the breakpoint relative to the fusion.

Hand On 3

Now we want to evaluete the result obtained from JAFFA on the simulated data. Open jaffa result.csv and extract the sequencing and blat the results.

**cd ~/fusion/tutorial-fusion-transcript-2017/Results/JAFFA/Simulazione_50x/**
**(root) um49@m49:~/fusion/tutorial-fusion-transcript-2017/Results/JAFFA/Simulazione_50x$ cat jaffa_results.csv |grep ETV6**
"reads_50x","ETV6:NTRK3","chr12",11869968,"+","chr15",87940752,"-",Inf,"169",19,NA,FALSE,TRUE,"Locus_1_Transcript_77/274_Confidence_0.022_Length_8978",1279,"LowConfidence","Yes"

Now extract thename of the contig of ETV6-NTRK3 for search on fasta file:

**(root) um49@m49:~/fusion/tutorial-fusion-transcript-2017/Results/JAFFA/Simulazione_50x$ cat jaffa_results.csv |grep ETV6|awk -F"," '{print $15}'**
"Locus_1_Transcript_77/274_Confidence_0.022_Length_8978"

On .fasta exxtract that sequence:

(root) um49@m49:~/fusion/tutorial-fusion-transcript-2017/Results/JAFFA/Simulazione_50x$ cat jaffa_results.fasta |grep -A1  Locus_1_Transcript_77/274_Confidence_0.022_Length_8978
>reads_50x---ETV6:NTRK3---Locus_1_Transcript_77/274_Confidence_0.022_Length_8978
GTCCCGGGTCCCCGCGCCGCGCCGCGACCTGCAGACCCCGCCGCCGCGCTCGGGCCCGTCTCCCACGCCCCCGCCGCCCCGCGCGCCCAACTCCGCCGGCCGCCCCGCCCCGCCCCGCGCGCTCCAGACCCCCGGGGCGGCTGCCGGGAGAGATGCTGGAAGAAACTTCTTAAATGACCGCGTCTGGCTGGCCG.......


This is the complet sequence:


>reads_50x---ETV6:NTRK3---Locus_1_Transcript_77/274_Confidence_0.022_Length_8978
GTCCCGGGTCCCCGCGCCGCGCCGCGACCTGCAGACCCCGCCGCCGCGCTCGGGCCCGTCTCCCACGCCCCCGCCGCCCCGCGCGCCCAACTCCGCCGGCCGCCCCGCCCCGCCCCGCGCGCTCCAGACCCCCGGGGCGGCTGCCGGGAGAGATGCTGGAAGAAACTTCTTAAATGACCGCGTCTGGCTGGCCGTGGAGCCTTTCTGGGTTGGGGAGAGGAAAGGAAAGTGGAAAAAACCTGAGAACTTCCTGATCTCTCTCGCTGTGAGACATGTCTGAGACTCCTGCTCAGTGTAGCATTAAGCAGGAACGAATTTCATATACACCTCCAGAGAGCCCAGTGCCGAGTTACGCTTCCTCGACGCCACTTCATGTTCCAGTGCCTCGAGCGCTCAGGATGGAGGAAGACTCGATCCGCCTGCCTGCGCACCTGCGCTTGCAGCCAATTTACTGGAGCAGGGATGACGTAGCCCAGTGGCTCAAGTGGGCTGAAAATGAGTTTTCTTTAAGCCAATTGACAGCAACACGTTTGAAATGAATGGCAAAGCTCTCCTGCTGCTGACCAAAGAGGACTTTCGCTATCGATCTCCTCATTCAGGTGATGTGCTCTATGAACTCCTTCAGCATATTCTGAAGCAGAGGAAACCTCGGATTCTTTTTTCACCATTCTTCCACCCTGGAAACTCTATACACACACAGCCGGAGGTCATACTGCATCAGAACCATGAAGAAGATAACTGTGTCCAGAGGACCCCCAGGCCATCCGTGGATAATGTGCACCATAACCCTCCCACCATTGAACTGTTGCACCGCTCCAGGTCACCTATCACGACAAATCACCGGCCTTCTCCTGACCCCGAGCAGCGGCCCCTCCGGTCCCCCCTGGACAACATGATCCGCCGCCTCTCCCCGGCTGAGAGAGCTCAGGGACCCAGGCCGCACCAGGAGAACAACCACCAGGAGTCCTACCCTCTGTCAGTGTCTCCCATGGAGAATAATCACTGCCCAGCGTCCTCCGAGTCCCACCCGAAGCCATCCAGCCCCCGGCAGGAGAGCACACGCGTGATCCAGCTGATGCCCAGCCCCATCATGCACCCTCTGATCCTGAACCCCCGGCACTCCGTGGATTTCAAACAGTCCAGGCTCTCCGAGGACGGGCTGCATAGGGAAGGGAAGCCCATCAACCTCTCTCATCGGGAAGACCTGGCTTACATGAACCACATCATGGTCTCTGTCTCCCCGCCTGAAGAGCACGCCATGCCCATTGGGAGAATAGCagTGTGCAGCACATTAAGAGGAGAGACATCGTGCTGAAGCGAGAACTGGGTGAGGGAGCCTTTGGAAAGGTCTTCCTGGCCGAGTGCTACAACCTCAGCCCGACCAAGGACAAGATGCTTGTGGCTGTGAAGGCCCTGAAGGATCCCACCCTGGCTGCCCGGAAGGATTTCCAGAGGGAGGCCGAGCTGCTCACCAACCTGCAGCATGAGCACATTGTCAAGTTCTATGGAGTGTGCGGCGATGGGGACCCCCTCATCATGGTCTTTGAATACATGAAGCATGGAGACCTGAATAAGTTCCTCAGGGCCCATGGGCCAGATGCAATGATCCTTGTGGATGGACAGCCACGCCAGGCCAAGGGTGAGCTGGGGCTCTCCCAAATGCTCCACATTGCCAGTCAGATCGCCTCGGGTATGGTGTACCTGGCCTCCCAGCACTTTGTGCACCGAGACCTGGCCACCAGGAACTGCCTGGTTGGAGCGAATCTGCTAGTGAAGATTGGGGACTTCGGCATGTCCAGAGATGTCTACAGCACGGATTATTACAGGGTGGGAGGACACACCATGCTCCCCATTCACTGGATGCCTCCTGAAAGCATCATGTACCGGAAGTTCACTACAGAGAGTGATGTATGGAGCTTCGGGGTGATCCTCTGGGAGATCTTCACCTATGGAAAGCAGCCATGGTTCCAACTCTCAAACACGGAGGTCATTGAGTGCATTACCCAAGGTCGTGTTTTGGAGCGGCCCCGAGTCTGCCCCAAAGAGGTGTACGATGTCATGCTGGGGTGCTGGCAGAGGGAACCACAGCAGCGGTTGAACATCAAGGAGATCTACAAAATCCTCCATGCTTTGGGGAAGGCCACCCCAATCTACCTGGACATTCTTGGCTAGTGGTGGCTGGTGGTCATGAATTCATACTCTGTTGCCTCCTCTCTCCCTGCCTCACATCTCCCTTCCACCTCACAACTCCTTCCATCCTTGACTGAAGCGAACATCTTCATATAAACTCAAGTGCCTGCTACACATACAACACTGAAAAAAGGAAAAAAAAAGAAAGAAAAAAAAACCCTGTAAGGCAGTTTGGCAAATATATATATATATATATATATTTATATATCTAACTATCTATCAATCTATATCTACAGAGAGTTACCTTCTCTAGTACACAGAGAAGCTGCTGATACAGAAAACCACAAGACTTTAACAACTCAGAAACTCTAAAATATTAATAATACAAAGGAAAATTCCCTTTGACTTAAGCTGTGGCCCATGCTTCTAATGCTACGGCTCTTTGGAGCAGAAGACCTGGACCATGCAGAGAGACAATCTTTGGGATGAGAGCTCTGGGACGGGAGGAGTTAAGGTGGTGCTCAGTCGCTGCTGTGTGTGTCTGGTACCCCGGAAGCTCACCACAGGCACATGTGGGGACTGCATGGCTGTGCTCAGCAAAGAAATGATGCCTGAGCAGGGTCCTTGCCTCCACTTCTTCCCCATTTCCTCCACTTGAGGACAATGTTCTAATTTGTCCATTCTAAAAAGTGTAATCTTGATGCTTTTGGGAATCAATGATGGCACCTACGGGTAAACACAGAACAGACAACCCCACAACACAAAACCATGACAAGAGCTGACAGCATCCATCCTGGGTGTAAGCTTCTTGCTGGAGTTGCAAAGGATGTGTCTTTCTATTCTCAGAACTTAAAGAACTGGACTTTCTGGAGTAAAAGAACCACAGAAGAAAAAATAGCTGAAACCTGAACCCTGCCAAGACACTGCCACCTGTCTTTTCCATCATTGCAAAGATTCCTTGGCCTCACCTCCCACTTTCAGGCCCCTGGGAAGCTTAGGGGGTTAGGAAACAGGTCCCCATGTTATCTTTGAATGTAGACACAGCACGCTTTAGGGTTGCAATAGCAAGAGACTTGGTTGCTTGTAGGTCATTATAACGAATGCCCCCTGGTCCTCTCAGTTTCTCATCCTGCTTCCCTAGATCCTAGACCCCACTTCCTGGGTCTCTACTGAGTCCCAGGTAAACCCCACTGCCAAGGAAGGGAGCCAGGTCTAGTGAGAGGCTGCAGCAGTGAGTGTTTCAGGAAAGCAAGCAGTGGAGTGGGTGAGAGCCAGCAGGGGAGAATCTACTTGGCACCTGTGCCAGGCCCCTTGGCATTCTCCTCACGTTTCCAGCCCCTGGGAGGATTGATGCATCTGCCTTTGAGCTGTTGTGAAAACGCAGGGGCTGAGAAATCACTTTTGTGGGCTGGGGTAGGGGGAAGGGCTGAGGCTTCTCTGGGAGATGTCCAATGAGCGGCCAGTGCTGCAGGCTTGGAATCTTAATGAGGCCTGAGCCCTGACCGGAGAGAGGGAAGGAAACATCTGTGCTGGGGCCTGCTCCCTCTGCCCCAGCACTGGGGAATCACTGCCTTCCTGGCTGCTGCCACATACCACAGTGGGGCCGACCTCTGGGCCTCCCTGTCACATGAAACATGGAAGCCAACAGCCTGGCCCCACAGATCTCCTCTGCTGGAGAGGAGAGGATGTGTTCCTCCCAGGCCACGGGGCCCCTCTGCCTTGCCCCAAGCACAGAGCTACCTAAGGGACTGACCTTTGCCACACTGGAGCTCACCTCCCGGGTGCCTCTGGCCTACCCTTTTCCCTGCCAGCTGAAGAGACTGCCGGCAGCCTGGACGTCCTGGTTAGCTGAAGGCAGCTGAAATGTGGGCCTCCCTATGTGGGGTTTAGTACTGAATTATGTGTTTGTGGTTTTGCTTCTTTTTGTAGACCCACAAATATTTTTATTTGAATAGTAAAGAGCTGTGCTCAGATTGTAGCCATGGTTGGGATTTGGGATCAACGAGGCTGGTTAGCTGGACTGGGAGGGGAGGCAGGTGAGATGGGAATTTGGTGTTGGTTTTCTCACTGTGCTGTGCTCCTAGCCCCTGAGGACTTTGCAGGAAAGCTGTTTGGATTGACCACCTCAAGGAACTCCTTTGCTGTCCTATGACAATTACTCCTCTTGTCTTTCCACCTAGAGGACCGTTATGCCGGGGCTGTGAGTTCTGGCTGAAGCTGCACAATCTGGCTTTGATCTGGGTAGCTAAGAACAGGTGTTCAGGGAGGGCATGGTCTGGAGGCGCCTGAGGGAAAAGTATCTTCTGGTTAGAAGTGAAGCACCAATGCTCCTGTTGCTTCCCTTCTCCCATATCCTCTCCTGAACAAACACTGTGTGGCTTCTGTCTTCTTGGCTGTGTGTTTCAAAACTGATAGTCACTGATGGGCTGGGAAGAAGCAGGAGAAGAACTGGGTTGGAGATGGGTGGAAAACTGGGAATAAGGACCATGCTATGGTTTTATCTTCAGGGCACTGATTCATCATGGCCTAATGAAAGAAGGTGATTCCTTGGGGGAACAAGAAGCACTGAAGGAGACCGCAGTTGTCAGATTGCTGCCACCTTAGGCCCACGGGCTTTCACGCTGATCTTGGGGTCATGTTCTTACTGTGTCCATTGTAAGCAGCTGGCTGTGGAAGAGTGCCAGAGAGAGAGGGGCAGAGCAGGGAAGGGTAGCGAGGGAAGATATATTACTTTGATATATTAGCCTTGGCAGATTAAAAAAAAAAGATTTATTTTGGAGAGTAAAGGAGGCAGAAAATAGGGCCATGGAAAATGCAGGGTACACTATGGCTCTGGGGAGTGTGGCATGTACTGGGACACACCTGTCCCTCCTATATTGGGACAGGACTGATAAGGCTTAGTACACTGTATCTTAATTTCCCCATCTGCAGAATAAGGGGTACACCTGCTAATCTCTGGCCCCTTCTAGCTCTGAGTTCTTAGATTCTGACAACGTTGTGTCACTGTGCCATTTTTCTCAATACCATTCTGGAATGGCAGGACAGCCTTGCATAGGTGGGGGGCAGTTGCCGCTGAAGGCTCACTGGGCCTGGGCAAGGCTGAGTTCCAATAAGACACTCCTCTCCTTCTTTGCCCCTTGTCTCAACATTTCGGAGTCTGAAGTGTCTGAGACGACTGTAAGCCAGGAGGGGAGCATTTGGTCGGCTTCCCATCCTGGCATTCCTACATACCAGAAAAGCACTGTCGACGGTCCATTTATTTATTTATTTATGAAGAGCCTAATGTGATGAAATGTGTTGTGAAATGACATCCTATTAGCCAATATGGCCACTCCAGTTCATTTCACCCTCATTTTCCCATACCAAAGTCCACCTTTTAGAAGACCATGTCACATCGCCTCTGAGAGCTTAGCTTTGAAGTGAGCTCTTTTGTGTCTTTTGATGAACGCTCCAGGGCACCCAGGCTGGTCTCTCTGCCATGCCAACCTCACCGGATCCTCTCCTGGACTGAGTGAGAGTGACCTGCTGTTGGGTGTCCACCTTGGAGTAGGGTGTTGTGGCCATGGGACCTCCCAATTCTTCTTTCTTTGGATGTGAACCTAACTCTGCCCTCTAATGATATCCCTGAACTCTGAGGGGACCTTGGGCATCACTGAACCTCCTCTAGTCAAGAGACAAGAAAAAGGAGGTGCTGCTTCCTCCATTCAGCAGATCATGCACAAATTACTCCTAGACAGAGGCTTCCCAATTGAGGCAAAGGATCTTTGGTCCTTCTGGGTTCAGGTTGAACATTAATGTTCTTCTCTAGTGATGCCTACTTTGCGGAATACACTAGTGCAAGTCATTTTGGTGCTAAATACTGCAGAAACCAACACCAACGGGAGAGCTGTCAGCCAGCTTCTGGGGCTGCACGAGACTCAACTCAGAAGTAGAAGTGAGTCAGCCATGCCGGGAGAGTACAGGGTGCATTGGAAGTTAAGTAGAAAAGTGGCAGGGTGAAAAGACCAGCAAAATTTCTGATTTTGCTATTAGTTATCCACGTGGCCTTGGCCAAATCAGCTTATTTCTCATTTGAGACGTTTAAGAGGTTTGTATAGATATTTTTAGAGTCCTTTTCATTTTTTTAAAGCTAGGTTCTGGTCCCACCTGATATATATGTACTTGCTTGTTAAAAATAAGAGATGAAGTGAAAGATAAGGAAGGAGACGAAGAAAAGTTACCAATGGCAAAGGATTGATTATAGAAGACAATGAAAGAAGGCCTGGTGACTGGTAGATTTGAGGAATATTGTACAGGGAGCCAGGCAGACAAGCCAGAGACTTCATTTTTATGCTCTTCACAGGAGGTCACTGGCCTAGCCACTTGCCTGCGTTTCACCAGGCTGTTCCCCTCAGCTAGTCAACCTTCCCTGTTCAAAACCAACATGCTAACACTTGGCAGAAACTATTCCAAGATATGGAGAGAGGCCTGCCCATCTCTCATGCAGGCCACTGGAAATCAACTCTGGGTCAAAACCGACAAGATTTTTATCTTTTAATGCTTATTGTAAGAGGCCGGGATGTTTGAAAGAGGGCAGCGTCTTAAGTTGCAGACTATTCACCAAAGTCCTTTTCTATTCAGGAATGACTAATGACTTTCTTTGTTCCCCTTTTCCAAACCAAACAGCAGCAGTATTACCTTGACTCCAAAGTACAGTGATTGCAATGGACAGTCTTGAGATTAAGGGTCTTTTTAGTGCTTTGCTCGGAATCTGGAGCAAGGAAATGTCTAGGGATGTTTGTTGAATGAACCCACCTGCCAGCAGTCCAGAGAGCTGTCCCAAAGGCCCCTGAGATGTCTATTGTCTGCTTTGGTAGGGAGCCAACCTGCTAGAAGACTCAAGGGCATTTGCCTTAGAGAGAAAAAAAAATGGCACATTTAGTTCCGGGCTTGGGTGCTGAAGTCACTGTGTTTTTGGCTCCTGAAGCTCCACTTCCTTTTTTCATACCAAATAAATTGTTTTGGCCAATATTTAAGGATTTAAATATTTAAGGTTTTGAAGGAAAATTCCAAGTTTATGCATCATTATTAAGACATCAATATGGGCTTGGGAAAATGTTTTGGTGTTGCTTAATAATACTGGGAGTGTCTTCTAAAGAAAGTATACATATATGTACGTTGTGTGTTTATTTCTATATATTGGATTGGAATGGCATCAAAGAAGGCCTGTTTGAAGTCAGCAAATTGATTTCAATTTGGGATTCTCTTTTAGCCTTACCGTTCTTGGGGATAAGAAATCTGGAGATGAACTGGCCTCAGAAACATTCAGGAAGATTACGATGGGAAATCTGTCATCTTGTAAAGTTGGATCATTTGGTGCTCTCTGAACTAAATTATGCTGACTAACATTCTGAGCATCTGAAAATCATTCTTCCTGGTTGCCTGATAGATGACCACACAGGAGTCATTTCTATCACATCTTATTTGGGGGTTGGTATAGACGCCACCAGCACTGCAGGGAAAACCACCCCCTAGGAGGGGTGAGACAGAGAGAATGTGAGATTTTGATCATTGATTGCTCTTTCTGAAAGGCACTGCTGACCATAGTAGGTGTGGTGAATGTTTGTGTCACTGCATTGGGTATTAGAACTTTTGCTCTGAGCATGGGCTGCCCTACCCTGAAGAGCTGAATCTTGGCTTCTGACAGAAGCTCTGCATGACTCATTCTCCTCAAGCATATTTTCCTTATTTTCCTATGAAAGTATCTATAGTTTGCAACAAGAACTGTCTTTGGTTCAAGTGTCAGTGTACTAGAATAGATGCTTTTCTGTGAGACCTGTGGAGGTTGGATTGGGGTGGGGGGTGTTCCTTCAAAGTACTTGGAATTCTTTATCAAAGAAATAAAACTCAGATTCTCTTCTTTCTAGTTTACTTCTAAGTTCCAAATTTAAAACAAGACCCAGTTTGACATTTGCAGTAGGAGATAATGTCTTGAACCAGTGAGCTTGGCTATCTTTCTTTCATCATAGGGAGGCAGGGCAGTAAGTTGTATTAATTTTTCCTAATCACCCAGGCAAATATTGCTTTTTGTTCAGTGTCGTGACCCACATTCATAGCTTGCAGGGGATACTTCTAGCTGACAAAGCTGGAAGTTTCTAATAGAAGATGTATCAAGATAACAGAGGTGAGGAAAGGCCTGTTGAACATCTACTTCTGAGAATCATTGAGGCACTCAGGTCTTGCTTTTCAGTTTAGTATCTTACAAAAGGAGTTGGTTTCTTCTCATTTTAGCAATGATAAATTTAGACATCTTTTTTGAAAGGCCAAAGGTAGATTGAGAGCTCAAATACTTACGGTGTACTCTGACAGTCTTTTATTCTATTTTTCAAGACTTATTTTATATATACATATTTTTTATTTCCATAGGTTATTGGGGAACAGGTAGTGTTTGGTTACATGAGTAAGTTCTTTGGTGGTGATTTGTGAGATTTTGGCACACCCATCACCCAGGCAGTATGCACCATATTTGTAGTCTTTTATCCCTCACTCCCTTCCCACACTTTCCCCCTGAGTCCGCAGAGTCCATTGTGTCATTCTTATACCTTGACATCCTCACAGCTTAGCTCCCACATATCAGTGAGAACGTACGATGTTTGGTTTTCTATTCCTGAATTGCTTCACTTAGAATAGTGGTCTCCAATCTCACCCAGGCCTCTTCGAATGCCATTAATTCATTCCTTTTTATGGATGAGTAGTATTCCATCATACATATATATGTTTGTGTGTGTGTGTGTGTGTGTGTGTGTGGTGTGTGTGTGTGTGTGTGTGTGTGGGTGTGTGTGTGTGTGTGTGTGTGTGGGTGTGTGTGT

Immagine you found this fusion on your sample for the first time and you want to know if in other tumors are founded. What can you do?

Please go to this site:


and search information on the fusion.



## Hand On 4

Please evaluete FUS-DDIT3 from defuse results on Simulation 50X. Use IGV for see reads spanning or encomppassing.

cd ~/fusion/tutorial-fusion-transcript-2017/Results/Defuse/

``` then open IGV and look that fusion reads.

http://www.scienziofilia.altervista.org/dati/Chimeric_sort.bam

Write the name of the genes using a space and search the encompassing reads.

After that search information on this fusion on [cosmic][http://cancer.sanger.ac.uk/cosmic/fusion]

Well done!!!