mec5725-sup-0006-AppendixS6

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Appendix S6: AANAT Polymorphism and Phylogeny
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Phylogenetic reconstructions
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Because the only AANAT crystal structure available is from O. aries (Hickman
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et al. 1999a, 1999b) we chose this species as an outgroup for all performed
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phylogenies. Genbank and Ensembl were searched for all Teleost AANAT2 cDNA
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sequences available (Table S3). Non AANAT2 isoforms were excluded thanks to
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nomenclature verification using Blast and preliminary phylogenetic reconstructions.
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Analyses were restricted to the full AANAT2 ORF ranging from 627 to 693 bp length,
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depending on the species.
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Two mitochondrial genes were searched in Genbank for the 15 species
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investigated: the Cytochrome b (Cytb) and Cytochrome C Oxidase subunit 1 (COX1)
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(Table S3). The genes were cloned for the catfish O. sifontesi because they were not
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available in the data bases. For this purpose, total RNA was extracted from catfish
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skin using Trizol. The cDNA library generation and the Cytb or COX1 amplification
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was performed using the same protocols as mentioned earlier on for AANAT2
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cloning. The majority of O. sifontesi cytb and COX1 genes were obtained
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(respectively 1,005 and 1,385bp).
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Each set of sequences was aligned using MUSCLE codon algorithm (Edgar
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2004) displayed in MEGA 5 (Tamura et al. 2011). Nucleotide or amino acids
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alignments were then imported in Geneious Pro 5.4.6 (Drummond et al. 2010).
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Amino acid matrices are displayed for the three genes in Figure S2. The nucleotide
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AANAT2 alignment was analyzed by maximum likelihood (ML). The model of
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nucleotide substitution was selected in Modeltest v 3.8 (Posada 2006) using the
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Akaike Information Criterion (AIC) for each position of the codon. The more complex
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model was found at the first position (GTR + G), and was applied to all tree positions
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in the ML reconstructions. A ML heuristic search, using a starting tree obtained by
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Maximum Parsimony, was then conducted using PAUP 4.0b10 package (Swofford
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2003). Node support was assessed with the bootstrap technique, using 100
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replicates. Bayesian phylogenetic analyses were also performed on nucleotide
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sequences using MrBayes 3.0 (Ronquist & Huelsenbeck 2003) implemented in
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Geneious. The Bayesian analysis was performed with the Metropolis-coupled Markov
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chain Monte Carlo algorithm using a Codon Model. The tree-space was explored by
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using four chains run during 2 million generations and saving every 100th tree. The
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first 25,000 trees were discarded (Burnin’) based on preliminary runs that allowed
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empirical checking of the point when chains reached apparent stationarity. A
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consensus was built with the remaining trees. Bayesian probabilities were used to
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evaluate branch support.
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Amino acid AANAT2 sequences were also analyzed by ML. The model of
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nucleotide substitution was selected in Prottest webserver (Abascal et al. 2005). The
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best model based on the AIC was JTT+G (alpha = 0.73). It was implemented in
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PhyML displayed in Geneious for further ML reconstructions (Guindon & Gascuel
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2003). Node support was assessed with the bootstrap technique, using 1000
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replicates. Bayesian phylogenetic analyses were also performed on this amino acid
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matrix using MrBayes 3.0 (Ronquist & Huelsenbeck 2003) implemented in Geneious.
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The Bayesian analysis was performed with the Metropolis-coupled Markov chain
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Monte Carlo algorithm using a Mixed model. The tree-space was explored by using
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four chains run during 4 million generations and saving every 100 th tree. The first
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25,000 trees were discarded (Burnin’) using the same strategy as previously
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mentioned for nucleotide sequences. A consensus was built with the remaining trees.
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Bayesian probabilities were used to evaluate branch support.
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Phylogenies based on the two mitochondrial genes were performed using the
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same techniques as presented before for the AANAT2 gene. For nucleotide and
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amino acid Bayesian reconstructions, the same parameters as the one employed for
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AANAT2 were used. The more complex model was found at the second and first
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position of the codon (GTR + I + G) for, respectively, Cytb and COX1, and was
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applied to all tree positions in the ML reconstructions performed in PAUP. Amino acid
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sequences of the two genes were concatenated and this new matrix was also used
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as an input for further analyses. The best substitution models provided by Prottest
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webserver (Abascal et al. 2005) were MtArt+I+G+F for COX1, and MtMam+I+G for
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cytb and MtArt+I+G+F for the concatenation. They were used as previously
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mentioned as inputs for the analysis in PhyML. Bayesian reconstructions were run
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each time for 2 million generations.
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Substitution rate and natural selection
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AANAT2 polymorphism was assessed using DNAspV5 (Librado & Rozas
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2009). We searched for signatures of positive or negative selection at every codon of
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Teleost AANAT2 and O. aries AANAT using the HyPhy package (available through
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the Datamonkey webserver (Delport et al. 2010; Kosakovsky Pond & Frost 2005).
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Putative recombination within sequences was assessed with the GARD algorithm
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that partitioned sequences in 4 non recombinant fragments. These fragments were
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analyzed separately with the SLAC codon-based maximum likelihood method. The
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best time-reversible model was detected and substitution rate parameters were
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estimated. These values along with branch length (NJ tree) allowed obtaining a
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global non synonymous / synonymous substitutions (dN/dS) ratio. Ancestral
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sequences were then inferred site by site by ML providing the level of significance of
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positive or negative selection at each codon position.
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REFERENCES
80
81
82
Abascal F, Zardoya R, Posada D (2005) ProtTest: Selection of best-fit models of protein
evolution. Bioinformatics, 21, 2104-2105.
83
84
85
Baker NA, Sept D, Joseph S, Holst MJ, McCammon JA (2001) Electrostatics of
nanosystems: Application to microtubules and the ribosome. Proceedings of the
National Academy of Sciences of the United States of America, 98, 10037-10041.
86
87
Collaborative Computational Project Number 4 (1994) The CCP4 suite: programs for protein
crystallography. Acta crystallographica. Section D, Biological crystallography, 50, 760-3.
88
89
Delport W, Poon AF, Frost SD, Kosakovsky Pond SL (2010) Datamonkey 2010: a suite of
phylogenetic analysis tools for evolutionary biology. Bioinformatics, 1, 2455-2457.
90
91
92
Drummond AJ, Ashton B, Buxton S, Cheung M, Cooper A, Duran C, Field M, Heled J,
Kearse M, Markowitz S, Moir R, Stones-Havas S, Sturrock S, Thierer T, Wilson A
(2010) Geneious v5.3, Available from http://www.geneious.com.
93
94
Edgar RC (2004) MUSCLE: multiple sequence alignment with high accuracy and high
throughput. Nucleic Acids Research, 32, 1792-1797.
95
96
97
98
Fields PA, Somero GN (1998) Hot spots in cold adaptation: Localized increases in
conformational flexibility in lactate dehydrogenase A4 orthologs of Antarctic notothenioid
fishes. Proceedings of the National Academy of Sciences of the United States of
America, 95, 11476-1181.
99
100
Guindon S, Gascuel O (2003) A simple, fast, and accurate algorithm to estimate large
phylogenies by maximum likelihood. Systematic Biology, 52, 696-704.
101
102
103
Hickman AB, Klein DC, Dyda F (1999a) Melatonin biosynthesis: the structure of serotonin Nacetyltransferase at 2.5 A resolution suggests a catalytic mechanism. Molecular cell, 3,
23-32.
104
105
106
Hickman AB, Namboodiri MA, Klein DC, Dyda F (1999b) The structural basis of ordered
substrate binding by serotonin N-acetyltransferase: enzyme complex at 1.8 A resolution
with a bisubstrate analog. Cell, 97, 361-369.
107
108
Kosakovsky Pond SL, Frost SDW (2005) Datamonkey: rapid detection of selective pressure
on individual sites of codon alignments. Bioinformatics, 21, 2531-2533.
109
110
Librado P, Rozas J (2009) DnaSP v5: A software for comprehensive analysis of DNA
polymorphism data. Bioinformatics, 25, 1451-1452.
111
112
Maddison WP, Maddison DR (2011) Mesquite: a modular system for evolutionary analysis.
Version 2.75 http://mesquiteproject.org.
113
114
Midford PE, Garland T, Maddison WP (2005) PDAP Package of Mesquite. Available at:
http://mesquiteproject.org/pdap_mesquite/.
115
116
Posada D (2006) ModelTest Server: a web-based tool for the statistical selection of models
of nucleotide substitution online. Nucleic Acids Research, 34, 700-703.
117
118
Ronquist F, Huelsenbeck JP (2003) MrBayes 3: Bayesian phylogenetic inference under
mixed models. Bioinformatics, 19, 1572-1574.
119
120
Swofford DL (2003) PAUP*. Phylogenetic Analysis Using Parsimony (*and Other Methods).
Version 4 (ed S Associates).
121
122
123
Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S (2011) MEGA5: Molecular
Evolutionary Genetics Analysis using Maximum Likelihood, Evolutionary Distance, and
Maximum Parsimony Methods. Molecular Biology and Evolution, 28, 2731-2739.
124
125
126
Wolf E, De Angelis J, Khalil EM, Cole PA, Burley SK (2002) X-ray crystallographic studies of
serotonin N-acetyltransferase catalysis and inhibition. Journal of molecular biology, 317,
215-224.
127
128
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