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3 - Genome reconstruction: a puzzle with a billion pieces

from PART I - Genomes

Published online by Cambridge University Press:  05 June 2012

Phillip E. C. Compeau
Affiliation:
University of California
Pavel A. Pevzner
Affiliation:
University of California
Pavel Pevzner
Affiliation:
University of California, San Diego
Ron Shamir
Affiliation:
Tel-Aviv University
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Summary

While we can read a book one letter at a time, biologists still lack the ability to read a DNA sequence one nucleotide at a time. Instead, they can identify short fragments (approximately 100 nucleotides long) called reads; however, they do not know where these reads are located within the genome. Thus, assembling a genome from reads is like putting together a giant puzzle with a billion pieces, a formidable mathematical problem. We introduce some of the fascinating history underlying both the mathematical and the biological sides of DNA sequencing.

Introduction to DNA sequencing

DNA sequencing and the overlap puzzle

Imagine that every copy of a newspaper has been stacked inside a wooden chest. Now imagine that chest being detonated. We will ask you to further suspend your disbelief and assume that the newspapers are not all incinerated, as would assuredly happen in real life, but rather that they explode cartoonishly into tiny pieces of confetti (Figure 3.1). We will concern ourselves only with the immediate journalistic problem at hand: what did the newspaper say?

This “newspaper problem” becomes intellectually stimulating when we realize that it does not simply reduce to gluing the remnants of newspaper as we would fit together the disjoint pieces of a jigsaw puzzle. One reason why this is the case is that we have probably lost some information from each copy (the content that was blown to smithereens).

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Publisher: Cambridge University Press
Print publication year: 2011

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