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The Influence of Modularity on Cranial Morphological Disparity in Carnivora and Primates (Mammalia)
Open accessAbstract
BACKGROUND: Although variation provides the raw material for natural selection and evolution, few empirical data exist about the factors controlling morphological variation. Because developmental constraints on variation are expected to act by influencing trait correlations, studies of modularity offer promising approaches that quantify and summarize patterns of trait relationships. Modules, highly-correlated and semi-autonomous sets of traits, are observed at many levels of biological organization, from genes to colonies. The evolutionary significance of modularity is considerable, with potential effects including constraining the variation of individual traits, circumventing pleiotropy and canalization, and facilitating the transformation of functional structures. Despite these important consequences, there has been little empirical study of how modularity influences morphological evolution on a macroevolutionary scale. Here, we conduct the first morphometric analysis of modularity and disparity in two clades of placental mammals, Primates and Carnivora, and test if trait integration within modules constrains or facilitates morphological evolution. PRINCIPAL FINDINGS: We used both randomization methods and direct comparisons of landmark variance to compare disparity in the six cranial modules identified in previous studies. The cranial base, a highly-integrated module, showed significantly low disparity in Primates and low landmark variance in both Primates and Carnivora. The vault, zygomatic-pterygoid and orbit modules, characterized by low trait integration, displayed significantly high disparity within Carnivora. 14 of 24 results from analyses of disparity show no significant relationship between module integration and morphological disparity. Of the ten significant or marginally significant results, eight support the hypothesis that integration within modules constrains morphological evolution in the placental skull. Only the molar module, a highly-integrated and functionally important module, showed significantly high disparity in Carnivora, in support of the facilitation hypothesis. CONCLUSIONS: This analysis of within-module disparity suggested that strong integration of traits had little influence on morphological evolution over large time scales. However, where significant results were found, the primary effect of strong integration of traits was to constrain morphological variation. Thus, within Primates and Carnivora, there was some support for the hypothesis that integration of traits within cranial modules limits morphological evolution, presumably by limiting the variation of individual traits.
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![Figure 1 Landmarks and module associations used in analyses, shown on Vulpes vulpes. The six different colors used to mark landmarks correspond to six cranial modules: anterior oral-nasal (red); molar (yellow); orbit (green); zygomatic-pterygoid (dark blue); vault (light blue); and basicranium (purple). Symmetrical landmarks are shown on one side only. Labels are as in Table S2. Modified from Gilbert [66].](/paper-figures/cbc9636fa62246cb8421970f0c4148c1/the-influence-of-modularity-on-cranial-morphological-disparity-in-carnivora-and-figure-1.jpg)


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“A similar pattern has been demonstrated in the mammal cranium (14).”
From Developmental origins of mosaic evolution in the avian cranium (2018) · cites this paper as [14]
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Cites
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Cited by
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Evolution and development of shape: integrating quantitative approaches
Klingenberg, C. P. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2829 · Cited by 706
Analyzing Fluctuating Asymmetry with Geometric Morphometrics: Concepts, Methods, and Applications
Klingenberg, C. P. (2015) · Symmetry · doi:10.3390/sym7020843 · Cited by 456
Studying morphological integration and modularity at multiple levels: concepts and analysis
Klingenberg, C. P. (2014) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2013.0249 · Cited by 381
The macroevolutionary consequences of phenotypic integration: from development to deep time
Goswami, A., Smaers, J. B., Soligo, C., & Polly, P. D. (2014) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2013.0254 · Cited by 359
Self-citationDevelopmental origins of mosaic evolution in the avian cranium
Felice, R. N., & Goswami, A. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1716437115 · Cited by 249
“A similar pattern has been demonstrated in the mammal cranium (14).”
BackgroundSelf-citation
Metadata
- Authors
- Goswami, A., & Polly, P. D.
- Affiliations
- University College London (GB)
- Indiana University Bloomington (US)
- Corresponding author
- Goswami, Anjali
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2010-03-03
- Volume
- 5
- Issue
- 3
- Pages
- e9517
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC2831076
- OpenAlex
- W2073056334
- Cited by
- 271
- References
- 64
- Citations by year
- 2026: 14 · 2025: 14 · 2024: 10 · 2023: 16 · 2022: 12 · 2021: 25 · 2020: 45 · 2019: 32 · 2018: 19 · 2017: 17 · 2016: 11 · 2015: 15 · 2014: 13 · 2013: 9 · 2012: 5
- FWCI
- 10.66
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- UCL Discovery (University College London) (submittedVersion)
- Figshare (submittedVersion, cc-by)
- Funders
- National Science Foundation (0308765, 0502186)
- American Museum of Natural History
- University of Chicago
- Field Museum
- National Museum of Natural History
- Office of International Science and Engineering
- University of California Museum of Paleontology
- Topics
- Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Morphological variations and asymmetry
- Physical Sciences › Earth and Planetary Sciences › Paleontology › Evolution and Paleontology Studies
- Health Sciences › Medicine › Anatomy › Comparative Animal Anatomy Studies
- Keywords
- modularity, skull morphology, morphological disparity, trait integration, developmental constraints, Carnivora, primates, placental mammals, skull base, macroevolution, skull evolution
- MeSH terms
- Animals, Carnivora, Biological Evolution, Female, Fossils, Male, Mammals, Models, Anatomic, Primates, Random Allocation, Skull
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