Scan, extract, wrap, compute-a 3D method to analyse morphological shape differences

PeerJ. 2018 Jun 8:6:e4861. doi: 10.7717/peerj.4861. eCollection 2018.

Abstract

Quantitative analysis of shape and form is critical in many biological disciplines, as context-dependent morphotypes reflect changes in gene expression and physiology, e.g., in comparisons of environment-dependent phenotypes, forward/reverse genetic assays or shape development during ontogenesis. 3D-shape rendering methods produce models with arbitrarily numbered, and therefore non-comparable, mesh points. However, this prevents direct comparisons. We introduce a workflow that allows the generation of comparable 3D models based on several specimens. Translocations between points of modelled morphotypes are plotted as heat maps and statistically tested. With this workflow, we are able to detect, model and investigate the significance of shape and form alterations in all spatial dimensions, demonstrated with different morphotypes of the pond-dwelling microcrustacean Daphnia. Furthermore, it allows the detection even of inconspicuous morphological features that can be exported to programs for subsequent analysis, e.g., streamline- or finite-element analysis.

Keywords: 3D morphological comparison; 3D morphology; Confidence ellipsoids; Confocal microscopy; Daphnia; Landmark-rare shapes; Shape and form analysis; Visualisation of shape alteration.

Associated data

  • figshare/10.6084/m9.figshare.5144032

Grants and funding

Martin Horstmann was supported by the “Studienstiftung des deutschen Volkes”. Linda C. Weiss was supported by the “Leopoldina National Academy of Sciences”. The DFG Open Access Publication Funds of the Ruhr-Universität Bochum provided support for the publication fee. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.