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Updated: Apr 26, 2026

Analysis of Craniomaxillofacial Malformations in Mice Using Three-dimensional Microcomputed Tomography
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Surface landmark quantification of embryonic mouse craniofacial morphogenesis.

Christopher J Percival, Rebecca Green, Ralph Marcucio

  • 1Department of Cell Biology and Anatomy, Alberta Children's Hospital Institute for Child and Maternal Health, The McCaig Bone and Joint Institute, University of Calgary, Calgary, AB T2N 4N1, Canada. bhallgri@ucalgary.ca.

BMC Developmental Biology
|July 26, 2014
PubMed
Summary

A standardized set of craniofacial landmarks for embryonic mice (E10.5-12.5) aids in studying developmental variations. Removing high-error landmarks ensures reliable data for comparative analyses of craniofacial morphogenesis.

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Area of Science:

  • Developmental Biology
  • Morphometrics
  • Genetics

Background:

  • Subtle craniofacial variations in embryonic mice are key to understanding developmental perturbations.
  • Comparing landmark coordinate data across mouse models enhances knowledge of craniofacial variation.
  • A standardized set of craniofacial surface landmarks for embryonic day (E) 10.5-12.5 mice is proposed.

Purpose of the Study:

  • To establish a standard set of craniofacial surface landmarks for embryonic mice (E10.5-12.5).
  • To quantify intra- and inter-observer landmark placement variation.
  • To assess the impact of landmark set selection on ontogenetic analyses.

Main Methods:

  • Quantification of intra- and inter-observer landmark placement error for a proposed standard set of craniofacial landmarks.

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  • Identification of landmarks with the highest placement error.
  • Analysis of ontogenetic shape changes with and without high-error landmarks.
  • Main Results:

    • Intraobserver error generally stayed below 0.1 mm, with some landmarks showing higher error at E11.5 and E12.5.
    • Interobserver error increased with embryonic age, particularly for landmarks on wide curves or facial processes.
    • Removing high-error landmarks did not significantly alter the vectors of craniofacial shape change in ontogenetic regression.

    Conclusions:

    • A single observer is preferred for landmark identification within a study.
    • Significant training is required for landmarkers contributing to meta-analyses.
    • The proposed standard landmark set, with high-error landmarks removed, can form a basis for comparative studies of facial morphogenesis and phenotypic variation.