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Dissection, MicroCT Scanning and Morphometric Analyses of the Baculum
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Evolutionary covariation in geometric morphometric data: analyzing integration, modularity, and allometry in a

Christian Peter Klingenberg1, Jesús Marugán-Lobón

  • 1Faculty of Life Sciences, University of Manchester, Michael Smith Building, Oxford Road, Manchester M13 9PT, UK. cpk@manchester.ac.uk

Systematic Biology
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Evolutionary changes in bird skull shape show strong integration between the face and braincase, rejecting modularity. Geometric morphometrics applied to phylogenetically independent contrasts reveal evolutionary allometry.

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Area of Science:

  • Evolutionary biology
  • Comparative anatomy
  • Geometric morphometrics

Background:

  • Understanding evolutionary patterns requires quantifying trait integration and modularity.
  • Comparative studies must account for phylogenetic structure in interspecific data.

Purpose of the Study:

  • To apply geometric morphometrics tools to comparative data for analyzing evolutionary integration and modularity.
  • To investigate cranial evolution in birds using phylogenetically informed methods.

Main Methods:

  • Application of geometric morphometrics tools (PCA, multivariate regression, PLS, modularity tests) to phylogenetically independent contrasts of shape data.
  • Analysis of cranial evolution in 160 bird species across all orders.
  • Multivariate regression of shape contrasts on size contrasts to assess evolutionary allometry.

Main Results:

  • Significant phylogenetic signal detected in bird skull shape.
  • Clear evidence of evolutionary allometry between skull shape and size.
  • Strong evolutionary integration between the avian face and braincase, refuting modularity.

Conclusions:

  • Geometric morphometrics can be effectively applied to comparative datasets to study evolutionary integration and modularity.
  • The avian face and braincase function as integrated units during evolution, not as separate modules.
  • This approach is adaptable to other taxa and morphometric questions.