evolutionary analysis. tree mathematical structure model evolutionary history

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Evolutionary Analysis

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Page 1: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Evolutionary Analysis

Page 2: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Tree

Mathematical structure

Model evolutionary history

Page 3: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 4: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Taxon 1

Taxon 2

Taxon 3

Taxon 4

Taxon 5

Taxon 6

Page 5: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Taxon 1

Taxon 2

Taxon 3

Taxon 4

Taxon 5

Taxon 6

Sister taxa

Outgroup

Root

Branch

Node

Tip

Polytomy (more than one branch emerging from one node)

Page 6: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

(a) The astragalus is a synapomorphy that identifiesartiodactyls as a monophyletic group.

Camel

Peccary

Pig

Hippo

Whale

Deer

Cow

Astragalus(ankle bone)

ARTIODACTYLS

Gain of pulley-shaped astragalus

Page 7: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

(b) If whales are related to hippos, then two changesoccurred in the astragalus.

Camel

Peccary

Pig

Hippo

Whale

Deer

Cow

ARTIODACTYLS

Gain of pulley-shaped astragalus

Loss of pulley-shaped astragalus

Page 8: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

(a) The astragalus is a synapomorphy that identifiesartiodactyls as a monophyletic group.

(b) If whales are related to hippos, then two changesoccurred in the astragalus.

Camel

Peccary

Pig

Hippo

Whale

Deer

Cow

Camel

Peccary

Pig

Hippo

Whale

Deer

Cow

(c) Data on the presence and absence of SINE genes support the close relationship between whales and hippos.

Cow

Locus

DeerWhaleHippoPigPeccaryCamel

Astragalus(ankle bone)

1 gene present0 gene absent? still undetermined

Whales and hippos share fourunique SINE genes (4, 5, 6, and 7)

ARTIODACTYLS

ARTIODACTYLS

Gain of pulley-shaped astragalus

Loss of pulley-shaped astragalus

Gain of pulley-shaped astragalus

Page 9: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Phylogenetic Tree

shows ancestor-descendent relationships among populations or species

clarifies evolutionary relationships

Page 10: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Root

Ancestor of all sequences on tree

Page 11: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Taxon 1

Taxon 2

Taxon 3

Taxon 4

Taxon 5

Taxon 6

Sister taxa

Outgroup

Root

Branch

Node

Tip

Polytomy (more than one branch emerging from one node)

Page 12: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Taxon 1

Taxon 2

Taxon 3

Taxon 4

Taxon 5

Taxon 6

Taxon 1

Taxon 3

Taxon 2

Taxon 4

Taxon 5

Taxon 6

Page 13: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

(a) (b) (c)1

2

3

4

5

6

1

6

5

4

3

2

2

4

5

6

3

1

Page 14: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

(a) (b) (c)1

2

3

4

5

6

1

6

5

4

3

2

2

4

5

6

3

1

= =

Page 15: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Types of Trees

Rooted

Unrooted

Page 16: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Rooted Trees

Node identified as root, from which all other nodes descend

Have direction corresponding to evolutionary time

Page 17: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Taxon 1

Taxon 2

Taxon 3

Taxon 4

Taxon 5

Taxon 6

Sister taxa

Outgroup

Root

Branch

Node

Tip

Polytomy (more than one branch emerging from one node)

Page 18: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Unrooted Trees

Lacks root

Does not specify evolutionary relationships

Nothing about ancestors and descendents

Page 19: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 20: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Unrooted Trees

Lacks root

Does not specify evolutionary relationships

Nothing about ancestors and descendents

Many tree-building programs generate unrooted trees!

Page 21: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Types of Trees

Cladogram

Phylogram

Page 22: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Cladogram

Page 23: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Cladogram

Relative recency of common ancestry

Page 24: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Cladogram

Page 25: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Cladogram

Relative recency of common ancestry

Does not show amount of evolutionary change

Page 26: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Phylogram

Page 27: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Phylogram

Also contains branch lengths

Numbers associated with branches

Amount of evolutionary change

Page 28: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Phylogram

Page 29: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Cladogram

Phylogram

Page 30: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 31: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Constructing a Tree

Construct multiple sequence alignment

Build Tree

Evaluate Tree

Page 32: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

So how do I build a tree?

Page 33: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

So how do I build a tree?

http://www.phylogeny.fr/

http://expasy.org/tools/

http://evolution.genetics.washington.edu/phylip/software.html#methods

Page 34: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

So how do I build a tree?http://www.phylogeny.fr/

Page 35: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 36: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Tree building programs

Page 37: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Tree drawing programs

Page 38: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 39: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

FASTA alignment

Page 40: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 41: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 42: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Newick Format

(((((((Prochlorococcus_marinus:0.499642,Synechococcus_BL107:0.212828)0.961000:0.131562,Cyanobium_PCC7001:0.279338)0.984000:0.159534,Thiomicrospira_crunogena:0.805902)0.230000:0.067881,Allochromatium_vinosum:0.522452)0.974000:0.136543,(Bradyrhizobium_BTAi1:1.004711,Nitrobacter_hamburgensis:0.728510)0.596000:0.070606)0.895000:0.088934,Halothiobacillus_neapolitanus:0.624513)0.987000:0.172336,Acidimicrobium_ferrooxidans:0.338388,Acidithiobacillus_ferrooxidans:0.255268);

Page 43: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Tree drawing programs

Page 44: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
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Page 48: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

File formats to save your tree

Page 49: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 50: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

http://www.phylogeny.fr/

Page 51: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Evaluating Trees

Do your results make sense?

Page 52: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Evaluating Trees

Do your results make sense?

resample your data

Page 53: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 54: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history
Page 55: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Bootstrap treebranch support values

Page 56: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Evaluating Trees

Do your results make sense?

resample your data

ground-truth your data

Page 57: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

www.ncbi.nlm.nih.gov

http://rdp.cme.msu.edu/

Page 58: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

www.ncbi.nlm.nih.gov

Page 59: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Organism Trees vs Gene Trees

Don’t always match!

Page 60: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Homologs

Orthologs

separated by speciation

Paralogs

produced by gene duplication

Xenologs

result of horizontal gene transfer

Page 61: Evolutionary Analysis. Tree Mathematical structure Model evolutionary history

Tree-building resources

http://www.phylogeny.fr/

http://expasy.org/tools/

http://evolution.genetics.washington.edu/phylip/software.html#methods