Summary
The development of extremely powerful computer programs and the ready availability of microcomputers has revealed several computational problems with data analysis. These problems occur in the handling of systematic data in general and molecular systematic data in particular. This paper examines three areas of controversy in molecular systematics resulting from increased computer power. We start by examining the first step in DNA sequence analysis, the establishment of homology via sequence alignment. Next we examine several problems in phylogenetic analysis that have arisen in the last few years due to use of the PAUP (Swofford, 1991), HENNIG86 (Farris, 1988), and PHYLIP programs. These problems include limitations on the number of taxa examined in a given analysis and the accuracy of the parsimony trees in such analyses. The final subject is an examination of programs used for assessing tree robustness. We concentrate on certain programs (such as MALIGN (Wheeler and Gladstein, 1993), PAUP (Swofford, 1991), HENNIG86 (Farris, 1988), PHYLIP (Felsenstein, 1990), CLADOS (Nixon, 1993), MacClade (Maddison and Maddison, 1993), etc.), but similar comments about other programs could also be made.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Albert, V.A., Chase, M.W. and Mishler, B.D. (1993) Character-state weighting for cladistic analysis of protein coding DNA sequences. Ann. Missouri Bot. Gard. 80: 752–766.
Archie, J.W. (1989a) A randomization test for phylogenetic inference in systematic data. Syst. Zool. 38: 239–252.
Archie, J.W. (1989b) Homoplasy excess ratios: new indices for assessing levels of homoplasy in phylogenetic systematics and a critique of the consistency index. Syst. Zoo. 38: 253–269.
Carpenter, J.M. (1992). Random cladistics. Cladistics 8: 147–153.
Chase, M.W., Soltis, D.E., Olmstead, R.G., Morgan, D., Les, D.H., Mishler, B.D., Duvall, M.R., Price, R.A., Hills, H.G., Qiu, Y.-L., Krön, K.A., Rettig, J.H., Conti, E., Palmer, J.D., Manhart, J.R., Sytsma, K.J., Michaels, H.J., Kress, W.J., Karol, K.G., Clark, W.D., Hedren, M., Gaut, Br. S., Jansen, R.K., Kim, K.-J., Wimpee, C., Smith, J.F., Furnier, G.R., Strauss, S.H., Xiang, Q.-Y., Plunkett, G.M., Soltis, P.S., Swensen, S.M., Williams, S.E., Gadek, P.A., Quinn, C.J., Equiarte, L.E., Golenberg, E., Learn, G.H., Jr., Graham, S.W., Barrett, S.C.H., Dayanandan, S. and Albert, V.A. (1993) Phylogenetics of seed plants: an analysis of nucletide sequences from the plastid gene rbcL. Ann. Missouri Bot. Gard. 80: 528–580.
Cronquist, A. (1981) An Integrated System of Classification of Flowering Plants. Columbia University Press, New York
Dahlgren, R.T. (1980) A revised system of classification of the angiosperms. Bot. J. Linn. Soc. 80: 91–124.
Faith, D.P. (1990) Chance marsupial relationships. Nature 345: 393–394.
Faith, D.P. (1991) Cladistic permutation tests in morphology and nonmonophyly. Syst. Zool. 40: 366–375.
Faith, D.P. and Cranston, P.S. (1991) Probability, parsimony and Popper. Syst. Biol. 41: 252–257.
Farris, J.S. (1970) Methods for computing Wagner trees. Syst. Zool. 34: 21–34.
Farris, J.S. (1988) HENNIG 86 version 1.5 Program and documentation distributed by the author, Port Jefferson station, New York.
Farris, J.S. (1991) Excess homoplasy ratios. Cladistics 7: 81–91.
Felsenstein, J. (1978) The number of evolutionary trees. Syst. Zool. 27: 27–33.
Felsenstein, J. (1985) Confidence limits on phylogenies: an approach using the bootstrap. Evolution 39: 783–791.
Felsenstein, J. (1990) PHYLIP; Program and documentation. University of Washington, Seattle.
Felsenstein, J. and Kishino, H. (1993) Is there something wrong with the bootstrap on phylogenies. Syst. Biol. 42: 193–199.
Feng, D. and Doolittle, R.F. (1987) Progressive sequence alignment as a prerequisite to correct phylogenetic trees. J. Mol. Evol. 25: 351–360.
Feng, D. and Doolittle, R.F. (1990) Progressive alignment and phylogenetic tree construction. In: R. F. Doolittle (ed.): Molecular Evolution: Computer analysis of protein and nucleic acid sequences Meth. Enzymol. 183: 375–387.
Fitch, W. and Smith, T. (1983) Optimal sequence alignments. Proc. Natl. Acad. Sci. USA 80: 1382–1386.
Garza, J.C. and Woodruff, D.S. (1992) A phylogenetic study of the gibbons (Hylobates) Using DNA obtained noninvasively from hair. Mol. Phyl. Evol. 1: 202–210.
Gatsey, J., Yelon, D., DeSalle, R. and Vrba, E.S. (1992) Phylogeny of the Bovidae (Artiodactyla, Mammalia), based on mitochondrial ribosomal DNA sequences. Mol. Biol. Evol. 9: 433–446.
Gatsey, J., Wheeler, W.C. and DeSalle, R. (1993) Alignment ambiguous nucleotide sites and the removal of phylogenetic information. Mol. Phyl. Evol. 2: 152–158.
Goloboff, P. (1991) Homoplasy and the choice among cladograms. Cladistics 7: 215–232.
Hamby, R.K. and Zimmer, E.A. (1992) Ribosomal RNA as a phylogenetic tool in plant systematics. In: P. S. Soltis, D. E. Soltis and J. J. Doyle (eds): Molecular systematics in Plants. Chapman and Hall, New York, pp. 50–91.
Hein, J. (1989) A new method that simultaneously aligns and reconstructs ancestral sequences for any number of homologous sequences, when a phylogeny is given. Mol. Biol. Evol. 6: 649–668.
Hein, J. (1990) Unified approach to alignment and phylogenies. In: R. F. Doolittle (ed): Molecular Evolution: Computer analysis of protein and nucleic acid sequences. Meth. Enzymol. 183: 626–644.
Higgins, D.G. and Sharp, P.M. (1988) CLUSTAL: A package for performing multiple sequence alignment on a microcomputer. Gene 73: 237–244.
Higgins, D.G. and Sharp, P.M. (1989) Fast and sensitive multiple sequence alignments on a microcomputer. CABIOS 5: 151–153.
Hillis, D.M. and Hulsenbeck, J. (1992) Tree length skewness. J. Hered. 83: 189–197.
Hillis, D.M. and Bull, J.J. (1993) An empirical test of the bootstrapping as a method for assessing confidence in phylogenetic analysis. Syst. Biol. 42: 182–192.
Hillis, D.M., Allard, M. and Miyamoto, M. (1993) Analysis of DNA sequence data: Phylogenetic inference. Meth. Enzymol. 224: 456–490.
Hulsenbeck, J.P. and Hillis, D.M. (1993) Success of phylogenetic methods in the four taxa case. Syst. biol. 42: 247–264.
Kallersjo, M., Farris, J.S., Kluge, A.G. and Bult, C. (1992) Skewness and permutation. Cladistics 8: 275–287.
Kluge, A.G. and Farris, J.S. (1969) Quantitative phyletics and the evolution of anurans. Syst. Zool. 18: 1–32.
Konings, D.A., Hogeweg, P. and Hesper, B. (1987) Evolution of the primary and secondary structures of the Ela mRNAs of the adenovirus. Mol. Biol. Evol. 4: 300–314.
Lake, J.A. (1991) The order of sequence alignment can bias selection of tree topology. Mol. Biol. Evol. 8: 378–385.
Larson, A. Kirk, M.M. and Kirk, D.L. (1992) Molecular phylogeny of the volvocine flagellates. Mol. Biol. Evol. 9: 85–105.
Le, H.L.V., Lecointre, G. and Perasso, R. (1993) A 28s rRNA-based phylogeny of Gnathostomes: first steps in the analysis of conflict and congruence with morphologically based cladograms. Mol. Phyl. Evol. 2: 31–51.
Maddison, D.R. (1991) The discovery and importance of multiple islands of most-parsimonious trees. Syst. Zool. 40: 315–328.
Maddison, D.R. (1992) African origin of human mitochondrial DNA reexamined. Syst. Zool. 40: 355–363.
Maddison, W.P. and Maddison, D.R. (1992) MacClade 3.0 Interactive analysis of phylogeny and character evolution. Sinauer Associates Inc., Sunderland, Massachusetts.
Meier, R.P. Kores and Darwin, S. (1991) Homoplasy slope ratio: A better measurement of observed homoplasy in cladistic analyses. Syst. Zool. 40: 74–88.
Mindell, D. (1991) Aligning DNA sequences: Homology and phylogenetic weighting. In: M. Miyamoto and J. Cracraft (eds): Phylogenetic analysis of DNA sequences, Oxford University Press, Oxford, pp. 73–89.
Moritz, C., Schneider, C.J. and Wake, A.B. (1992) Evolutionary relationships within the Ensatina eschscholtzii complex confirm the ring species interpretation. Syst. Biol. 41: 273–291.
Needleman, S.B. and Wunsch, C.D. (1970) A general method applicable to the search for similarities in the amino acid sequences of two proteins. J. Mol. Biol. 48: 443–453.
Novacek, M. and Wheeler, Q.D. (1992) Introduction: Extinct taxa: Accounting for 99.99...% of the Earth’s biota. In: M.J. Novacek and Q.D. Wheeler (eds): Extinction and Phylogeny, Columbia University Press, New York, pp. 1–16.
Nishida, H. and Sugiyama, J. (1993) Phylogenetic relationships among taphrina, saitoella, and other higher fungi. Mol Biol. Evol. 10: 431–436.
Nixon, K. (1993a) CLADOS; Program and documentation. Cornell University, Ithaca, New York.
Nixon, K. (1993b) DADA; Program and documentation. Cornell University, Ithaca, New York.
Patton, J.L. and Smith, M.F. (1992) MtDNA phylogeny of Andean mice: A test of diversification across ecological gradients. Evolution 46: 174–183.
Platnick, N.I. (1987) An empirical comparison of microcomputer parsimony programs. Cladistics 3: 121–144.
Platnick, N.I. (1989) An empirical comparison of microcomputer parsimony programs, II. Cladistics 5: 145–161.
Sadler, L.A. and Brunk, C.F. (1992) Phylogenetic relationships and unusual diversity in Histone H4 proteins within the Tetrahymena pyriformis complex Mol. Biol. Evol. 9: 70–84.
Sanderson, M.J. (1989) Confidence limits on phylogenetics: the bootstrap revisited. Cladistics 5: 113–129.
Sanderson, M.J. and Donoghue, M.J. (1989) Patterns of variation in levels of homoplasy. Evolution 43: 1781–1795.
Sanderson, M.J. (1990) Flexible phylogeny reconstruction: A review of phylogenetic inference packages using parsimony (software review). Syst. Zool. 39: 414–419.
Sankoff, D., Morel, D. and Cedergren, C. (1973) Evolution of 5S RNA and the non randomness of base replacement. Nature 245: 232–24.
Sankoff, D.D. and Cedergren, R.J. (1983) Simultaneous comparison of three or more sequences related by a tree. In: D. Sankoff and J.B. Kruskal (eds): Time Warps, String Edits and Macromolecules: the theory and practice of sequence comparison. Addison-Wesley, Reading Massachusetts, pp. 253–264.
Spears, T., Abele, L.G. and Kim, W. (1992) The monophyly of brachyuran crabs: a phylogenetic study based on 18s rRNA. Syst. Biol. 41: 446–461.
Springer, M.S. and Kirsch, J.A.W. (1993) A molecular perspective on the phylogeny of placental mammals based on mitochondrial 12S rDNA sequences, with special reference to the problem of the Paenungulata. J. Mammal Evoi 1: 149–166.
Stewart, C.B. (1993) The powers and pitfalls of parsimony. Nature 361: 603–607.
Sturmbauer, C. and Meyer, A. (1993) Mitochondrial phylogeny of the endemic mouthbrooding lineages of Cichlid fishes from Lake Tanganyika in Eastern Africa. Moi. Biol. Euol. 10: 751–768.
Swofford, D.L. and Olsen, G.J. (1990) Phylogeny reconstruction. In: D. M. Hillis and C. Moritz, (eds): Molecular Systematics. Sinauer Associates Inc., Sunderland, Massachusetts, pp. 411–501.
Swofford, D.L. (1991) PAUP; Phylogenetic Analysis Using Parsimony, version 3.0 Computer Program distributed by the Illinois Natural History Survey, Champaign, Ill.
Takhtajan, A. (1987) Systema Magnoliophytorum. Nauka, Leningrad. (In Russian).
Telford, M.J. and Holland, P.W.H. (1993) The phylogenetic affinities of the Chaetognaths: a molecular analysis. Mol. Biol. Evol. 10: 660–676.
Thomas, R.H. and Hunt, J.A. (1993) Phylogenetic relationships in Drosphilia: A conflict between molecular and morphological data. Mol. Biol. Evol. 10: 362–374.
Thorne, R.F. (1992) An updated classification of the flowering plants. Alsio 13: 365–389.
Trueman, J.W.H. (1993) Randomization confounded: A response to Carpenter. Cladistics 9: 101–109.
Tubeville, J.M., Field, K.G. and Raff, R.A. (1992) Phylogenetic position of phylum Nemertini, inferred from 18s rRNA sequences: molecular data as a test of morphological character homology. Mol. Biol. Evol. 9: 235–249.
Vigilant, L., Stoneking, M., Harpending, H., Hawkes, K. and Wilson, A.C. (1991) African populations and the evolution of human mitochondrial DNA. Science 253: 1503–1505.
Waterman, M.S., Eggert, M. and Lander, E. (1992) Parametric sequence comparisons. Proc. Natl. Acad. Sci. 89: 6090–6093.
Weller, J., Friedlander, T.P., Martin, J.A. and Pashley, D.P. (1992) Phylogenetic studies of ribosomal RNA variation in higher moths and butterflies (Lepidoptera: Ditrysia). Mol. Phyl. Evol. 1: 312–337.
Wheeler, W.C. and Honeycutt, R.L. (1988) Paired sequence difference in ribosomal RNA’s: Evolutionary and phylogenetic implications. Mol. Biol. Evol. 5: 90–96.
Wheeler, W.C. (1993) The triangle inequality and character analysis. Mol. Biol. Evol. 10: 707–712.
Wheeler, W.C. and Gladstein, D.L (1993) MALIGN version 1.09 Program and Documentation. New York, New York.
Wheeler, W. Sensitivity analysis in phylogenetic reconstruction. Syst. Biol.; in press.
Wheeler, W., Gatesy, J. and DeSalle, R. Elision: A method for accomodating multiple molecular sequence alignments with alignment ambiguous site. Mol. Phyl. Evol.; in press.
Yeates, D. (1993) Why remove autapomorphies? Cladistics 8: 387–390.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1994 Springer Basel AG
About this chapter
Cite this chapter
DeSalle, R., Wray, C., Absher, R. (1994). Computational problems in molecular systematics. In: Schierwater, B., Streit, B., Wagner, G.P., DeSalle, R. (eds) Molecular Ecology and Evolution: Approaches and Applications. Experientia Supplementum, vol 69. Birkhäuser, Basel. https://doi.org/10.1007/978-3-0348-7527-1_21
Download citation
DOI: https://doi.org/10.1007/978-3-0348-7527-1_21
Publisher Name: Birkhäuser, Basel
Print ISBN: 978-3-0348-7529-5
Online ISBN: 978-3-0348-7527-1
eBook Packages: Springer Book Archive