Abstract
Motivation: Novel technologies can generate large sets of short double-stranded DNA sequences that can be used to measure their regulatory effects. Microarrays can measure in vitro the binding intensity of a protein to thousands of probes. Synthetic enhancer sequences inserted into an organism's genome allow us to measure in vivo the effect of such sequences on the phenotype. In both applications, by using sequence probes that cover all k-mers, a comprehensive picture of the effect of all possible short sequences on gene regulation is obtained. The value of k that can be used in practice is, however, severely limited by cost and space considerations. A key challenge is, therefore, to cover all k-mers with a minimal number of probes. The standard way to do this uses the de Bruijn sequence of length. However, as probes are double stranded, when a k-mer is included in a probe, its reverse complement k-mer is accounted for as well.Results: Here, we show how to efficiently create a shortest possible sequence with the property that it contains each k-mer or its reverse complement, but not necessarily both. The length of the resulting sequence approaches half that of the de Bruijn sequence as k increases resulting in a more efficient array, which allows covering more longer sequences; alternatively, additional sequences with redundant k-mers of interest can be added.
Original language | English |
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Pages (from-to) | i71-i79 |
Journal | Bioinformatics |
Volume | 29 |
Issue number | 13 |
DOIs | |
State | Published - 1 Jul 2013 |
Externally published | Yes |
Bibliographical note
Funding Information:Funding: This study was supported in part by the Israel Science Foundation (grant no. 802/08), and by the I-CORE Program of the Planning and Budgeting Committee and the Israel Science Foundation (grant no. 41/11). Y.O. was supported in part by a fellowship from the Edmond J. Safra Center for Bioinformatics at Tel Aviv University and by a Dan David PhD Fellowship.
Funding
Funding: This study was supported in part by the Israel Science Foundation (grant no. 802/08), and by the I-CORE Program of the Planning and Budgeting Committee and the Israel Science Foundation (grant no. 41/11). Y.O. was supported in part by a fellowship from the Edmond J. Safra Center for Bioinformatics at Tel Aviv University and by a Dan David PhD Fellowship.
Funders | Funder number |
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Edmond J. Safra Center for Ethics, Harvard University | |
Israel Science Foundation | 802/08 |
Tel Aviv University | |
Planning and Budgeting Committee of the Council for Higher Education of Israel | 41/11 |