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Phylogenetic Analysis – Part 2 Spring 2014
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Outline Why do we do phylogenetics (cladistics)? How do we build a tree? Do we believe the tree? Applications of phylogenetics (cladistics)
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Why do we do phylogenetic analyses? Evolutionary interpretation of relationships between organisms. More reliable method of ascertaining the best hypothesis for how the organisms diverged from common ancestors. Provides a better rationale for circumscribing taxonomic groups. Enables testing of multiple hypotheses of relationships and character evolution based on specific character transformations.
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Willi Hennig (1913-1976) German Entomologist (Diptera)
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Warren Herbert Wagner (1920-2000) American Botanist (Pteridophytes, Dendrogrammaceae)
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How do we build a tree? Data: Types of characters Look for synapomorphies Assemble the hierarchy of synapomorphies according to the principle of parsimony
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Parsimony The idea that the simplest hypothesis is the best explanation given the assumptions of the analysis. Also known as Occam’s Razor In systematics, we look for the shortest trees in any given phylogenetic analysis (maximum parsimony)… …even though we know that evolution doesn’t necessarily proceed in a parsimonious manner.
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Data: type of characters Character Selection: Must study each individual character to assure comparisons of homologous characters, and interpretation of the direction of character state transformations. Some sources of characters: 1) morphology (external structure) or anatomy (internal structure) 2) biochemical (photosynthetic pathway, pigmentation pathways, etc.) 3) chromosome numbers 4) nucleotide sequence data ( a t c g )
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Character states Presence vs. absence (0 or 1): always binary (two states) Other binary characters (0 or 1): yellow vs. white flowers; range of measurements (quantitative) Multi-state characters (3 or more states): e.g., yellow, white, or pink flowers or a t g c for nucleotide sequence data For binary or multi-state characters, can hypothesize the direction of evolutionary change (transformation series)
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Fig. 2.2 Pollen wall thickness µm (x axis)
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Fig. 2.4 Examples of character state transformations
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But how to hypothesize direction? We usually have some working knowledge of the group under study (ingroup). We choose a group thought to be closely related to the ingroup to serve as the outgroup as a basis of comparison. Character states in the outgroup are assumed to be ancestral (plesiomorphic). This allows us to establish the direction of character state transformation.
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Phylogenetics or Cladistics Dixonia
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We need an outgroup, so we choose the closely related genus Attigalea (there is evidence for this from other studies). Cladistics Attigalea Dixonia Ingroup
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Cladistics: characters 1. Leaf arrangement: alternate (0) or opposite (1) 2. Leaf midrib: white (0) or green (1) 3. Leaf apex: rounded (0) or spiny (1) 4. Sepals: present (0) or absent (1) 5. Flower color: yellow (0) or blue (1) 6. Subtending floral bracts: absent (0) or present (1)
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Cladistics: characters 1. Leaf arrangement: alternate (0) or opposite (1) 2. Leaf midrib: white (0) or green (1) 3. Leaf apex: rounded (0) or spiny (1) 4. Sepals: present (0) or absent (1) 5. Flower color: yellow (0) or blue (1) 6. Subtending floral bracts: absent (0) or present (1)
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Cladistics: matrix Character 123456 Species 1 110110 Species 2 100100 Species 3 110101 Species 4 110110 Species 5 110101 Species 6 111110 Species 7 000000 Species 8 001000 Outgroup (Attigalea) Ingroup (Dixonia)
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Cladistics: matrix Character 123456 Species 1 110110 Species 2 100100 Species 3 110101 Species 4 110110 Species 5 110101 Species 6 111110 Species 7 000000 Species 8 001000
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Cladistics 7 8 2 4 3 5 6 1 Leaves opposite Sepals absent
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Cladistics: matrix Character 123456 Species 1 110110 Species 2 100100 Species 3 110101 Species 4 110110 Species 5 110101 Species 6 111110 Species 7 000000 Species 8 001000
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Cladistics 7 8 2 4 3 5 6 1 Leaves opposite Sepals absent Midrib green
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Cladistics: matrix Character 123456 Species 1 110110 Species 2 100100 Species 3 110101 Species 4 110110 Species 5 110101 Species 6 111110 Species 7 000000 Species 8 001000
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Cladistics 7 8 2 5 3 4 6 1 Leaves opposite Sepals absent Midrib green Blue flowers Floral bracts present
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Cladistics: matrix Character 123456 Species 1 110110 Species 2 100100 Species 3 110101 Species 4 110110 Species 5 110101 Species 6 111110 Species 7 000000 Species 8 001000
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purple fringe sepals absent floral bracts present midrib green Length = 5 steps Attigalea Dixonia
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Cladistics: matrix Character 123456 Species 1 110110 Species 2 100100 Species 3 110101 Species 4 110110 Species 5 110101 Species 6 111110 Species 7 000000 Species 8 001000 Homoplasy? Polymorphism in the outgroup
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purple fringe sepals absent floral bracts present midrib green spiny leaf tip spiny leaf tip Length = 7 steps Attigalea Dixonia
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Do we believe the tree? Various programs to generate trees. Various measures of statistical support for the clades and for the characters. Can quantify the effects of homoplasy. Can test alternate arrangements to examine the number of steps involved.
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purple fringe sepals absent floral bracts present midrib green spiny leaf tip spiny leaf tip Length = 10 steps (7 - 1 + 4) Attigalea Dixonia
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Phylogenetic Methodology 1. Selection of taxa to study - Individuals, populations, species, etc. identified as the units of comparison. One or more related groups (outgroups) necessary to “root” the trees. 2. The units under study described for as many characters as possible for which homology can be demonstrated or reasonably assumed. Character states assigned based on variation among the taxa in the ingroup and outgroup(s) and a priori hypotheses of the evolutionary direction of changes undergone by the character (character state polarization) are generated based on outgroup comparison. 3. A data matrix is assembled by scoring all taxa for all characters (ideally).
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Phylogenetic Methodology (continued) 4. Using various analytical principles (maximum parsimony), a cladogram is constructed using synapomorphic character state changes to determine the tree topology. Systematists are seeking to define monophyletic groups (= clades). 5. Evaluation of the statistical confidence in how robustly the data support the grouping of organisms into clades is done next. 6. The subsequent grouping and ranking of the organisms in the resulting clades is then applied to classification systems or other questions.
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Applications of phylogenetics Classification Biogeography Many other possibilities (e.g., disease tracking, gene annotation)
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Cladistics and Classification - - Classifications based on tree topologies…Is it the best tree? Will new data and new tree topologies necessitate complete overhaul of classification? - Remember, systematists would like to define and name monophyletic groups (clades). Is this always possible? Must we accept paraphyletic groups? - Classifications must also be useful for communication. Do the groups truly represent the best evolutionary hypothesis, and yet are the classifications useful?
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Phylogenetics and Classification
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Fig. 2.19A-C
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Adansonia (baobab tree) (Judd et al. 2008) Phylogenetics and Biogeography
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Fig. 2.22 Phylogenetics and Character Evolution
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Fig. 19.11 Phylogenetics and Conservation Anomochloa bamboobluegrass Big bluestem Northern sea oats Grama grass
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