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...
Main Authors: | , , , , , , , , , , , , , , |
---|---|
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 |
id |
doaj-e03936a828f541d5a836cf69de48e3f6 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT gauravbhardwaj phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT kyungdaeko phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT yoojinhong phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT zhenhaizhang phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT ngailamho phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT sreevchintapalli phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT lindsayakline phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT matthewgotlin phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT davidnicholashartranft phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT morgenepatterson phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT foramdave phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT evanjsmith phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT edwardcholmes phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT randenlpatterson phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences AT damianbvanrossum phyrnarobustmethodforphylogeneticanalysisofhighlydivergentsequences |
_version_ |
1714822318067286016 |