Duplication Distance to the Root for Binary Sequences
Abstract
We study the tandem duplication distance between binary sequences and their roots. In other words, the quantity of interest is the number of tandem duplication operations of the form x = abc → y = abbc, where x and y are sequences and a, b, and c are their substrings, needed to generate a binary sequence of length n starting from a square-free sequence from the set {0, 1, 01, 10, 010, 101}. This problem is a restricted case of finding the duplication/deduplication distance between two sequences, defined as the minimum number of duplication and deduplication operations required to transform one sequence to the other. We consider both exact and approximate tandem duplications. For exact duplication, denoting the maximum distance to the root of a sequence of length n by f(n), we prove that f(n) = θ(n). For the case of approximate duplication, where a β-fraction of symbols may be duplicated incorrectly, we show that the maximum distance has a sharp transition from linear in n to logarithmic at β = 1/2. We also study the duplication distance to the root for sequences with a given root and for special classes of sequences, namely, the de Bruijn sequences, the Thue-Morse sequence, and the Fibbonaci words. The problem is motivated by genomic tandem duplication mutations and the smallest number of tandem duplication events required to generate a given biological sequence.
Additional Information
This paper was presented in part at 2016 IEEE International Symposium on Information Theory in Barcelona, Spain. This work was supported in part by the NSF Expeditions in Computing Program (The Molecular Programming Project), by a USA-Israeli BSF grant 2012/107, by an ISF grant 620/13, and by the Israeli I-Core program.Attached Files
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Additional details
- Eprint ID
- 71814
- Resolver ID
- CaltechAUTHORS:20161108-134615672
- NSF
- Binational Science Foundation (USA-Israel)
- 2012/107
- Israel Science Foundation
- 620/13
- I-CORE Program of the Planning and Budgeting Committee
- Created
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2016-11-09Created from EPrint's datestamp field
- Updated
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2021-08-18Created from EPrint's last_modified field
- Caltech groups
- Parallel and Distributed Systems Group
- Other Numbering System Name
- PARADISE
- Other Numbering System Identifier
- etr133