
Overview
Background
As an evolutionary quantitative geneticist, I conduct research that aims to extend our understanding of how genetic variation determines the capacity of populations to adapt. Over the 20+ years of my research career, I have designed experiments in species ranging from freshwater fish to Drosophila fruit flies. My research group uses a combination of statistics and machine learning to answer questions about the nature of genetic variation in complex traits, like swimming speed, wing shape and sex pheromones. This fundamental knowledge underpins predictions of the rate at which individual traits within the complex, multi-trait phenotype of organisms can evolve. We are particularly interested in understanding how historical adaptation might affect the ability of populations to adapt to changing conditions now and into the future. I’m interested in bringing evolutionary quantitative genetic tools to answer questions about natural and manipulated evolution in non-model species, in complex natural environments. I am passionate about training researchers in genetics and statistics, foundational skills for a range of careers addressing both applied and fundamental questions. I teach these skills to undergraduate and coursework Masters students, as well as research students ranging from undergraduate projects, through Honours and PhD.
Availability
- Associate Professor Katrina McGuigan is:
- Available for supervision
Fields of research
Qualifications
- Bachelor (Honours) of Science (Advanced), The University of Queensland
- Doctor of Philosophy, The University of Queensland
Works
Search Professor Katrina McGuigan’s works on UQ eSpace
2021
Other Outputs
R code and input files required to generate figures and tables for BSFG analysis of standing variance in two Drosophila datasets. This dataset is the current version and supercedes any earlier versions.
Hine, Emma, Runcie, Daniel E. , Allen, Scott L. , Wang, Yiguan , Chenoweth, Stephen F. , Blows, Mark W. and McGuigan, Katrina (2021). R code and input files required to generate figures and tables for BSFG analysis of standing variance in two Drosophila datasets. This dataset is the current version and supercedes any earlier versions.. The University of Queensland. (Dataset) doi: 10.48610/a3c5652
2021
Other Outputs
Enrichment analysis results for heritable common factors of Drosophila gene expression
Hine, Emma, Runcie, Daniel E., Allen, Scott L., Wang, Yiguan, Chenoweth, Stephen F., Blows, Mark W. and McGuigan, Katrina (2021). Enrichment analysis results for heritable common factors of Drosophila gene expression. The University of Queensland. (Dataset) doi: 10.48610/90441fc
2021
Journal Article
Skeletal deformities and meristic trait variations are common in the intertidal fish Bathygobius cocosensis (Perciformes‐Gobiidae)
Malard, Lucie, Riginos, Cynthia and McGuigan, Katrina (2021). Skeletal deformities and meristic trait variations are common in the intertidal fish Bathygobius cocosensis (Perciformes‐Gobiidae). Journal of Fish Diseases, 44 (6), 665-673. doi: 10.1111/jfd.13327
2021
Journal Article
Correlational selection in the age of genomics
Svensson, Erik I., Arnold, Stevan J., Bürger, Reinhard, Csilléry, Katalin, Draghi, Jeremy, Henshaw, Jonathan M., Jones, Adam G., De Lisle, Stephen, Marques, David A., McGuigan, Katrina, Simon, Monique N. and Runemark, Anna (2021). Correlational selection in the age of genomics. Nature Ecology and Evolution, 5 (5), 562-573. doi: 10.1038/s41559-021-01413-3
2021
Journal Article
Genetic and phenotypic variation exhibit both predictable and stochastic patterns across an intertidal fish metapopulation
Thia, Joshua A., McGuigan, Katrina, Liggins, Libby, Figueira, Will F., Bird, Christopher E., Mather, Andrew, Evans, Jennifer L. and Riginos, Cynthia (2021). Genetic and phenotypic variation exhibit both predictable and stochastic patterns across an intertidal fish metapopulation. Molecular Ecology, 30 (18) mec.15829, 4392-4414. doi: 10.1111/mec.15829
2021
Other Outputs
R code used to implement Bayesian sparse factor genetic analysis of Drosophila gene expression.
Hine, Emma, Runcie, Daniel E., Allen, Scott L., Wang, Yiguan, Chenoweth, Stephen F., Blows, Mark W. and McGuigan, Katrina (2021). R code used to implement Bayesian sparse factor genetic analysis of Drosophila gene expression.. The University of Queensland. (Dataset) doi: 10.48610/ec9b92c
2021
Other Outputs
Two Drosophila datasets used in the Bayesian sparse factor analysis of standing genetic variance in 3385 gene expression traits
Hine, Emma , Runcie, Daniel E., Allen, Scott L., Wang, Yiguan, Chenoweth, Stephen F. , Blows, Mark W. and McGuigan, Katrina (2021). Two Drosophila datasets used in the Bayesian sparse factor analysis of standing genetic variance in 3385 gene expression traits. The University of Queensland. (Dataset) doi: 10.48610/f3eede4
2020
Other Outputs
R code used to simulate directional selection on a moderately heritable polygenic phenotype
Oliveros Sandino, Alejandro , McGuigan, Katrina and Hine, Emma (2020). R code used to simulate directional selection on a moderately heritable polygenic phenotype. The University of Queensland. (Dataset) doi: 10.14264/701bad9
2019
Journal Article
Natural selection drives leaf divergence in experimental populations of Senecio lautus under natural conditions
Richards, Thomas J., Ortiz‐Barrientos, Daniel and McGuigan, Katrina (2019). Natural selection drives leaf divergence in experimental populations of Senecio lautus under natural conditions. Ecology and Evolution, 9 (12) ece3.5263, 6959-6967. doi: 10.1002/ece3.5263
2018
Journal Article
Do slower movers have lower reproductive success and higher mutation load?
Walsh, Carly B. and McGuigan, Katrina (2018). Do slower movers have lower reproductive success and higher mutation load?. Evolution Letters, 2 (6), 590-598. doi: 10.1002/evl3.87
2018
Journal Article
Uneven distribution of mutational variance across the transcriptome of Drosophila serrata revealed by high-dimensional analysis of gene expression
Hine, Emma, Runcie, Daniel E., McGuigan, Katrina and Blows, Mark W. (2018). Uneven distribution of mutational variance across the transcriptome of Drosophila serrata revealed by high-dimensional analysis of gene expression. Genetics, 209 (4), 1319-1328. doi: 10.1534/genetics.118.300757
2018
Journal Article
Larval traits show temporally consistent constraints, but are decoupled from post-settlement juvenile growth, in an intertidal fish
Thia, Joshua A., Riginos, Cynthia, Liggins, Libby, Figueira, Will F. and McGuigan, Katrina (2018). Larval traits show temporally consistent constraints, but are decoupled from post-settlement juvenile growth, in an intertidal fish. The Journal of Animal Ecology, 87 (5), 1353-1363. doi: 10.1111/1365-2656.12844
2018
Journal Article
Mutational pleiotropy and the strength of stabilizing selection within and between functional modules of gene expression
Collet, Julie M., McGuigan, Katrina, Allen, Scott L., Chenoweth, Stephen F. and Blows, Mark W. (2018). Mutational pleiotropy and the strength of stabilizing selection within and between functional modules of gene expression. Genetics, 208 (4), 1601-1616. doi: 10.1534/genetics.118.300776
2017
Journal Article
How does mutation affect the distribution of phenotypes?
McGuigan, Katrina and Aw, Ernest (2017). How does mutation affect the distribution of phenotypes?. Evolution, 71 (10), 2445-2456. doi: 10.1111/evo.13358
2017
Journal Article
Sexual selection on spontaneous mutations strengthens the between-sex genetic correlation for fitness
Allen, Scott L., McGuigan, Katrina, Connallon, Tim, Blows, Mark W. and Chenoweth, Stephen F. (2017). Sexual selection on spontaneous mutations strengthens the between-sex genetic correlation for fitness. Evolution, 71 (10), 2398-2409. doi: 10.1111/evo.13310
2017
Journal Article
Heritable micro-environmental variance covaries with fitness in an outbred population of Drosophila serrata
Sztepanacz, Jacqueline L., McGuigan, Katrina and Blows, Mark W. (2017). Heritable micro-environmental variance covaries with fitness in an outbred population of Drosophila serrata. Genetics, 206 (4), 2185-2198. doi: 10.1534/genetics.116.199075
2016
Journal Article
Repeatability of locomotor performance and morphology-locomotor performance relationships
Conradsen, Cara, Walker, Jeffrey A., Perna, Catherine and McGuigan, Katrina (2016). Repeatability of locomotor performance and morphology-locomotor performance relationships. Journal of Experimental Biology, 219 (18), 2888-2897. doi: 10.1242/jeb.141259
2016
Journal Article
Divergent natural selection drives the evolution of reproductive isolation in an Australian wildflower
Richards, Thomas J., Walter, Greg M., McGuigan, Katrina and Ortiz-Barrientos, Daniel (2016). Divergent natural selection drives the evolution of reproductive isolation in an Australian wildflower. Evolution, 70 (9), 1993-2003. doi: 10.1111/evo.12994
2016
Journal Article
Site fidelity, size, and morphology may differ by tidal position for an intertidal fish, Bathygobius cocosensis (Perciformes-Gobiidae), in Eastern Australia
Malard, Lucie A., McGuigan, Katrina and Riginos, Cynthia (2016). Site fidelity, size, and morphology may differ by tidal position for an intertidal fish, Bathygobius cocosensis (Perciformes-Gobiidae), in Eastern Australia. PeerJ, 2016 (7) e2263, e2263. doi: 10.7717/peerj.2263
2016
Book Chapter
THE DISTRIBUTION OF GENETIC VARIANCE ACROSS PHENOTYPIC SPACE AND THE RESPONSE TO SELECTION
Blows, Mark W. and McGuigan, Katrina (2016). THE DISTRIBUTION OF GENETIC VARIANCE ACROSS PHENOTYPIC SPACE AND THE RESPONSE TO SELECTION. Invasion Genetics: The Baker and Stebbins Legacy. (pp. 187-205) wiley. doi: 10.1002/9781119072799.ch11
Funding
Past funding
Supervision
Availability
- Associate Professor Katrina McGuigan is:
- Available for supervision
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Supervision history
Current supervision
-
Doctor Philosophy
Context dependence of new mutations: the role of ancestral alleles and sex.
Principal Advisor
Other advisors: Professor Steve Chenoweth, Dr Masato Yamamichi
-
Doctor Philosophy
Context dependence of spontaneous mutations: the effect of genetic background and sex
Principal Advisor
Other advisors: Professor Steve Chenoweth, Dr Masato Yamamichi
-
Doctor Philosophy
Applications of novel models of multivariate trait evolution in marsupials
Associate Advisor
Other advisors: Associate Professor Lyn Cook, Dr Simone Blomberg
-
Doctor Philosophy
Applications of novel models of multivariate trait evolution in marsupials
Associate Advisor
Other advisors: Associate Professor Lyn Cook, Dr Simone Blomberg
-
Doctor Philosophy
Estimating disease susceptibility to fungal pathogen in animals
Associate Advisor
Other advisors: Associate Professor Celine Frere
-
Doctor Philosophy
Some like it hot: invasive species, hybridisation, and a warming world
Associate Advisor
Other advisors: Professor Cynthia Riginos
-
Doctor Philosophy
Unification of selection and inheritance informs adaptive potential for generations to come
Associate Advisor
Other advisors: Professor Mark Cooper, Dr Yang Liu
Completed supervision
-
2023
Doctor Philosophy
The contribution of new mutations to genetic variation of quantitative traits
Principal Advisor
Other advisors: Professor Mark Blows, Professor Steve Chenoweth
-
2023
Doctor Philosophy
Determining the Genetic and Mutational Contributions to a Complex, Environmentally Dependent, Phenotype
Principal Advisor
Other advisors: Professor Craig Franklin
-
2023
Doctor Philosophy
The Relationships Between Dietary Macronutrients and Ageing
Associate Advisor
Other advisors: Professor Steve Chenoweth
-
2021
Master Philosophy
The impacts of mutation and selection on sex-biased gene expression in Drosophila serrata
Associate Advisor
Other advisors: Professor Steve Chenoweth
-
2020
Doctor Philosophy
Seeing and responding to colour signals: an investigation using coral reef fish
Associate Advisor
Other advisors: Associate Professor Karen Cheney
-
2019
Doctor Philosophy
Dimensions of genotypic and phenotypic divergence in marine metapopulations: space, time, and ontogeny
Associate Advisor
Other advisors: Professor Cynthia Riginos
-
2017
Doctor Philosophy
Response to natural selection in Senecio Lautus
Associate Advisor
Other advisors: Professor Daniel Ortiz-Barrientos
-
2016
Doctor Philosophy
Stabilizing selection and the evolution of genetic variance in multivariate traits in Drosophila serrata
Associate Advisor
Other advisors: Professor Steve Chenoweth, Professor Mark Blows
-
2010
Doctor Philosophy
Mutation-selection balance and the evolution of genetic variance in multiple male sexually-selected pheromones of the vinegar fly Drosophila serrata
Associate Advisor
Other advisors: Professor Mark Blows
Media
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