Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance

The multiple circulating human influenza A virus subtypes coupled with the perpetual genomic mutations and segment reassortment events challenge the development of effective therapeutics. The capacity to drug most RNAs motivates the investigation on viral RNA targets. 123,060 segment sequences from...

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Main Authors: Wee, Keng Boon, Lee, Raphael Tze Chuen, Lin, Jing, Pramono, Zacharias Aloysius Dwi, Maurer-Stroh, Sebastian
Other Authors: Kosakovsky Pond, Sergei L.
Format: Article
Language:English
Published: 2016
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Online Access:https://hdl.handle.net/10356/82452
http://hdl.handle.net/10220/40014
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-824522023-02-28T16:58:08Z Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance Wee, Keng Boon Lee, Raphael Tze Chuen Lin, Jing Pramono, Zacharias Aloysius Dwi Maurer-Stroh, Sebastian Kosakovsky Pond, Sergei L. School of Biological Sciences Biological Sciences The multiple circulating human influenza A virus subtypes coupled with the perpetual genomic mutations and segment reassortment events challenge the development of effective therapeutics. The capacity to drug most RNAs motivates the investigation on viral RNA targets. 123,060 segment sequences from 35,938 strains of the most prevalent subtypes also infecting humans–H1N1, 2009 pandemic H1N1, H3N2, H5N1 and H7N9, were used to identify 1,183 conserved RNA target sequences (≥15-mer) in the internal segments. 100% theoretical coverage in simultaneous heterosubtypic targeting is achieved by pairing specific sequences from the same segment (“Duals”) or from two segments (“Doubles”); 1,662 Duals and 28,463 Doubles identified. By combining specific Duals and/or Doubles to form a target graph wherein an edge connecting two vertices (target sequences) represents a Dual or Double, it is possible to hedge against antiviral resistance besides maintaining 100% heterosubtypic coverage. To evaluate the hedging potential, we define the hedge-factor as the minimum number of resistant target sequences that will render the graph to become resistant i.e. eliminate all the edges therein; a target sequence or a graph is considered resistant when it cannot achieve 100% heterosubtypic coverage. In an n-vertices graph (n ≥ 3), the hedge-factor is maximal (= n– 1) when it is a complete graph i.e. every distinct pair in a graph is either a Dual or Double. Computational analyses uncover an extensive number of complete graphs of different sizes. Monte Carlo simulations show that the mutation counts and time elapsed for a target graph to become resistant increase with the hedge-factor. Incidentally, target sequences which were reported to reduce virus titre in experiments are included in our target graphs. The identity of target sequence pairs for heterosubtypic targeting and their combinations for hedging antiviral resistance are useful toolkits to construct target graphs for different therapeutic objectives. ASTAR (Agency for Sci., Tech. and Research, S’pore) Published version 2016-02-19T07:15:36Z 2019-12-06T14:55:55Z 2016-02-19T07:15:36Z 2019-12-06T14:55:55Z 2016 Journal Article Wee, K. B., Lee, R. T. C., Lin, J., Pramono, Z. A. D., & Maurer-Stroh, S. (2016). Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance. PLOS Computational Biology, 12(1), e1004663-. 1553-734X https://hdl.handle.net/10356/82452 http://hdl.handle.net/10220/40014 10.1371/journal.pcbi.1004663 26771381 en PLOS Computational Biology © 2016 Wee et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 24 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Biological Sciences
spellingShingle Biological Sciences
Wee, Keng Boon
Lee, Raphael Tze Chuen
Lin, Jing
Pramono, Zacharias Aloysius Dwi
Maurer-Stroh, Sebastian
Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance
description The multiple circulating human influenza A virus subtypes coupled with the perpetual genomic mutations and segment reassortment events challenge the development of effective therapeutics. The capacity to drug most RNAs motivates the investigation on viral RNA targets. 123,060 segment sequences from 35,938 strains of the most prevalent subtypes also infecting humans–H1N1, 2009 pandemic H1N1, H3N2, H5N1 and H7N9, were used to identify 1,183 conserved RNA target sequences (≥15-mer) in the internal segments. 100% theoretical coverage in simultaneous heterosubtypic targeting is achieved by pairing specific sequences from the same segment (“Duals”) or from two segments (“Doubles”); 1,662 Duals and 28,463 Doubles identified. By combining specific Duals and/or Doubles to form a target graph wherein an edge connecting two vertices (target sequences) represents a Dual or Double, it is possible to hedge against antiviral resistance besides maintaining 100% heterosubtypic coverage. To evaluate the hedging potential, we define the hedge-factor as the minimum number of resistant target sequences that will render the graph to become resistant i.e. eliminate all the edges therein; a target sequence or a graph is considered resistant when it cannot achieve 100% heterosubtypic coverage. In an n-vertices graph (n ≥ 3), the hedge-factor is maximal (= n– 1) when it is a complete graph i.e. every distinct pair in a graph is either a Dual or Double. Computational analyses uncover an extensive number of complete graphs of different sizes. Monte Carlo simulations show that the mutation counts and time elapsed for a target graph to become resistant increase with the hedge-factor. Incidentally, target sequences which were reported to reduce virus titre in experiments are included in our target graphs. The identity of target sequence pairs for heterosubtypic targeting and their combinations for hedging antiviral resistance are useful toolkits to construct target graphs for different therapeutic objectives.
author2 Kosakovsky Pond, Sergei L.
author_facet Kosakovsky Pond, Sergei L.
Wee, Keng Boon
Lee, Raphael Tze Chuen
Lin, Jing
Pramono, Zacharias Aloysius Dwi
Maurer-Stroh, Sebastian
format Article
author Wee, Keng Boon
Lee, Raphael Tze Chuen
Lin, Jing
Pramono, Zacharias Aloysius Dwi
Maurer-Stroh, Sebastian
author_sort Wee, Keng Boon
title Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance
title_short Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance
title_full Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance
title_fullStr Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance
title_full_unstemmed Discovery of Influenza A Virus Sequence Pairs and Their Combinations for Simultaneous Heterosubtypic Targeting that Hedge against Antiviral Resistance
title_sort discovery of influenza a virus sequence pairs and their combinations for simultaneous heterosubtypic targeting that hedge against antiviral resistance
publishDate 2016
url https://hdl.handle.net/10356/82452
http://hdl.handle.net/10220/40014
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