Ben Langmead - Department of Computer Science
Assembly & shortest common superstring
Ben Langmead
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Assembly
Reads
Input DNA
+ XReference genome How to assemble puzzle without the bene t of knowing what the nished product looks like?
Assembly
Whole-genome "shotgun" sequencing starts by copying and fragmenting the DNA
("Shotgun" refers to the random fragmentation of the whole genome; like it was red from a shotgun)
Input: GGCGTCTATATCTCGGCTCTAGGCCCTCATTTTTT
Copy: GGCGTCTATATCTCGGCTCTAGGCCCTCATTTTTT GGCGTCTATATCTCGGCTCTAGGCCCTCATTTTTT GGCGTCTATATCTCGGCTCTAGGCCCTCATTTTTT GGCGTCTATATCTCGGCTCTAGGCCCTCATTTTTT
Fragment: GGCGTCTA
TATCTCGG
CTCTAGGCCCTC
ATTTTTT GGC
GTCTATAT
CTCGGCTCTAGGCCCTCA
TTTTTT GGCGTC
TATATCT
CGGCTCTAGGCCCT
CATTTTTT GGCGTCTAT
ATCTCGGCTCTAG
GCCCTCA
TTTTTT
Assembly
Assume sequencing produces such a large # fragments that almost all genome positions are covered by many fragments...
Reconstruct this
CTAGGCCCTCAATTTTT
CTCTAGGCCCTCAATTTTT
GGCTCTAGGCCCTCATTTTTT
CTCGGCTCTAGCCCCTCATTTT
TATCTCGACTCTAGGCCCTCA
TATCTCGACTCTAGGCC
TCTATATCTCGGCTCTAGG GGCGTCTATATCTCG GGCGTCGATATCT GGCGTCTATATCT
GGCGTCTATATCTCGGCTCTAGGCCCTCATTTTTT
From these
Assembly
...but we don't know what came from where
Reconstruct this
CTAGGCCCTCAATTTTT GGCGTCTATATCT CTCTAGGCCCTCAATTTTT TCTATATCTCGGCTCTAGG GGCTCTAGGCCCTCATTTTTT CTCGGCTCTAGCCCCTCATTTT TATCTCGACTCTAGGCCCTCA GGCGTCGATATCT TATCTCGACTCTAGGCC GGCGTCTATATCTCG
GGCGTCTATATCTCGGCTCTAGGCCCTCATTTTTT
From these
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