PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.

Both multiple sequence alignment and phylogenetic analysis are problematic in the "twilight zone" of sequence similarity (≤ 25% amino acid identity). Herein we explore the accuracy of phylogenetic inference at extreme sequence divergence using a variety of simulated data sets. We evaluate...

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Main Authors: Gaurav Bhardwaj, Kyung Dae Ko, Yoojin Hong, Zhenhai Zhang, Ngai Lam Ho, Sree V Chintapalli, Lindsay A Kline, Matthew Gotlin, David Nicholas Hartranft, Morgen E Patterson, Foram Dave, Evan J Smith, Edward C Holmes, Randen L Patterson, Damian B van Rossum
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/22514627/?tool=EBI
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spelling doaj-e03936a828f541d5a836cf69de48e3f62021-03-03T20:29:37ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-0174e3426110.1371/journal.pone.0034261PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.Gaurav BhardwajKyung Dae KoYoojin HongZhenhai ZhangNgai Lam HoSree V ChintapalliLindsay A KlineMatthew GotlinDavid Nicholas HartranftMorgen E PattersonForam DaveEvan J SmithEdward C HolmesRanden L PattersonDamian B van RossumBoth multiple sequence alignment and phylogenetic analysis are problematic in the "twilight zone" of sequence similarity (≤ 25% amino acid identity). Herein we explore the accuracy of phylogenetic inference at extreme sequence divergence using a variety of simulated data sets. We evaluate four leading multiple sequence alignment (MSA) methods (MAFFT, T-COFFEE, CLUSTAL, and MUSCLE) and six commonly used programs of tree estimation (Distance-based: Neighbor-Joining; Character-based: PhyML, RAxML, GARLI, Maximum Parsimony, and Bayesian) against a novel MSA-independent method (PHYRN) described here. Strikingly, at "midnight zone" genetic distances (~7% pairwise identity and 4.0 gaps per position), PHYRN returns high-resolution phylogenies that outperform traditional approaches. We reason this is due to PHRYN's capability to amplify informative positions, even at the most extreme levels of sequence divergence. We also assess the applicability of the PHYRN algorithm for inferring deep evolutionary relationships in the divergent DANGER protein superfamily, for which PHYRN infers a more robust tree compared to MSA-based approaches. Taken together, these results demonstrate that PHYRN represents a powerful mechanism for mapping uncharted frontiers in highly divergent protein sequence data sets.https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/22514627/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author Gaurav Bhardwaj
Kyung Dae Ko
Yoojin Hong
Zhenhai Zhang
Ngai Lam Ho
Sree V Chintapalli
Lindsay A Kline
Matthew Gotlin
David Nicholas Hartranft
Morgen E Patterson
Foram Dave
Evan J Smith
Edward C Holmes
Randen L Patterson
Damian B van Rossum
spellingShingle Gaurav Bhardwaj
Kyung Dae Ko
Yoojin Hong
Zhenhai Zhang
Ngai Lam Ho
Sree V Chintapalli
Lindsay A Kline
Matthew Gotlin
David Nicholas Hartranft
Morgen E Patterson
Foram Dave
Evan J Smith
Edward C Holmes
Randen L Patterson
Damian B van Rossum
PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.
PLoS ONE
author_facet Gaurav Bhardwaj
Kyung Dae Ko
Yoojin Hong
Zhenhai Zhang
Ngai Lam Ho
Sree V Chintapalli
Lindsay A Kline
Matthew Gotlin
David Nicholas Hartranft
Morgen E Patterson
Foram Dave
Evan J Smith
Edward C Holmes
Randen L Patterson
Damian B van Rossum
author_sort Gaurav Bhardwaj
title PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.
title_short PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.
title_full PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.
title_fullStr PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.
title_full_unstemmed PHYRN: a robust method for phylogenetic analysis of highly divergent sequences.
title_sort phyrn: a robust method for phylogenetic analysis of highly divergent sequences.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2012-01-01
description Both multiple sequence alignment and phylogenetic analysis are problematic in the "twilight zone" of sequence similarity (≤ 25% amino acid identity). Herein we explore the accuracy of phylogenetic inference at extreme sequence divergence using a variety of simulated data sets. We evaluate four leading multiple sequence alignment (MSA) methods (MAFFT, T-COFFEE, CLUSTAL, and MUSCLE) and six commonly used programs of tree estimation (Distance-based: Neighbor-Joining; Character-based: PhyML, RAxML, GARLI, Maximum Parsimony, and Bayesian) against a novel MSA-independent method (PHYRN) described here. Strikingly, at "midnight zone" genetic distances (~7% pairwise identity and 4.0 gaps per position), PHYRN returns high-resolution phylogenies that outperform traditional approaches. We reason this is due to PHRYN's capability to amplify informative positions, even at the most extreme levels of sequence divergence. We also assess the applicability of the PHYRN algorithm for inferring deep evolutionary relationships in the divergent DANGER protein superfamily, for which PHYRN infers a more robust tree compared to MSA-based approaches. Taken together, these results demonstrate that PHYRN represents a powerful mechanism for mapping uncharted frontiers in highly divergent protein sequence data sets.
url https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/22514627/?tool=EBI
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