Measuring the magnitude of morphological integration: the effect of differences in morphometric representations and the inclusion of size

FA Machado, A Hubbe, D Melo, A Porto, G Marroig - Evolution, 2019 - academic.oup.com
The magnitude of morphological integration is a major aspect of multivariate evolution,
providing a simple measure of the intensity of association between morphological traits …

Integrated phenotypes: understanding trait covariation in plants and animals

WS Armbruster, C Pélabon… - … Transactions of the …, 2014 - royalsocietypublishing.org
Integration and modularity refer to the patterns and processes of trait interaction and
independence. Both terms have complex histories with respect to both conceptualization …

Limits of principal components analysis for producing a common trait space: implications for inferring selection, contingency, and chance in evolution

KJ Parsons, WJ Cooper, RC Albertson - PLoS One, 2009 - journals.plos.org
Background Comparing patterns of divergence among separate lineages or groups has
posed an especially difficult challenge for biologists. Recently a new, conceptually simple …

Comparative analyses of phenotypic trait covariation within and among populations

KS Peiman, BW Robinson - The American Naturalist, 2017 - journals.uchicago.edu
Many morphological, behavioral, physiological, and life-history traits covary across the
biological scales of individuals, populations, and species. However, the processes that …

On the use of the coefficient of variation to quantify and compare trait variation

C Pélabon, CH Hilde, S Einum, M Gamelon - Evolution letters, 2020 - academic.oup.com
Meaningful comparison of variation in quantitative trait requires controlling for both the
dimension of the varying entity and the dimension of the factor generating variation …

Trait correlations in the genomics era

JB Saltz, FC Hessel, MW Kelly - Trends in ecology & evolution, 2017 - cell.com
Thinking about the evolutionary causes and consequences of trait correlations has been
dominated by quantitative genetics theory that is focused on hypothetical loci. Since this …

Morphological integration and developmental modularity

CP Klingenberg - Annual review of ecology, evolution, and …, 2008 - annualreviews.org
Biological systems, from molecular complexes to whole organisms and ecological
interactions, tend to have a modular organization. Modules are sets of traits that are …

Untangling the relationship between developmental and evolutionary integration

KM Evans, TJ Buser, O Larouche… - Seminars in Cell & …, 2023 - Elsevier
Patterns of integration and modularity among organismal traits are prevalent across the tree
of life, and at multiple scales of biological organization. Over the past several decades …

Methods for studying morphological integration and modularity

A Goswami, PD Polly - The Paleontological Society Papers, 2010 - cambridge.org
Morphological integration and modularity are closely related concepts about how different
traits of an organism are correlated. Integration is the overall pattern of intercorrelation; …

Statistics of eigenvalue dispersion indices: quantifying the magnitude of phenotypic integration

J Watanabe - Evolution, 2022 - academic.oup.com
Abstract Analysis of trait covariation plays a pivotal role in the study of phenotypic evolution.
The magnitude of covariation is often quantified with statistics based on dispersion of …