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SELECT – Fossil temporal dynamics of phenotypic selection & life history evolution

Fossil bryozoans

Scanning Electron Microscopy image of a species of Microporella from New Zealand (50X).

Darwin’s theory of natural selection is one of the pillars of evolutionary theory. It has shaped the diversity of organisms we see both living today and preserved in the fossil record.

Bryozoans on a shell
Bryozoan-encrusted shell from the Pleistocene Nukumaru Limestone at Waiinu beach, (Wanganui Basin, New Zealand)

However, even though fossils offer a direct window into selection in the deep past, many aspects of selection have only been studied in contemporary populations. The main obstacle to studying the "goodness of fit" of long extinct organisms to the environments in which they lived is the difficulty of measuring fitness. 

The overarching goal of SELECT is to solve this fundamental challenge by merging theoretical models from quantitative genetics with paleontological data using a novel model system, cheilostome bryozoans, thus significantly contributing to an integrated understanding of evolution across time-scales.


  1. Quantify past multivariate selection gradients for related species using fossil populations;
  2. Compare selection and rate of evolution in life-history versus non-life-history phenotypic traits;
  3. Estimate how ecological interactions affect phenotypic traits;
  4. Assess if and how life-history traits contribute to diversification dynamics

These objectives will be achieved by compiling data from existing field samples aided by rapid phenotyping using a new automated machine-learning algorithm.

Cheilostome bryozoans as model system

Fossil beds in New Zealand
One of the Pleistocene shellbeds outcropping at Castlecliff beach (Wanganui Basin, New Zealand) from which fossil samples of Microporella have been collected.

Cheilostome bryozoans are an optimal model system to study selection in the fossil record. They have an excellent fossil record; they are rich in species-level traits that are regularly preserved such that morphological species are identified with ease; their skeletal morphology corresponds to genetic species; an estimate for fecundity, a fitness component, can be gleaned from their preserved morphology; and their colonial nature allows to disentangle genetic effect along with environmental effect based on the variance in morphological traits.


SELECT will use c. 10,000 fossil and modern colonies of five species of the cheilostome bryozoan genus Microporella from 10 different populations covering a time-interval from 2.3 million years and up to the Recent. Samples were collected in the Wanganui Basin (North Island, New Zealand) which contains the most complete and high-resolution stratigraphic record in the world for the last 2.5 million years. Measurements will be automatized using a cutting-edge machine-learning tool to extract quantitative phenotypic data from SEM images.

Image of bryozoans in analysis software
Example of the deep-learning segmentation tool on a fossil colony of Microporella from Wanganui. Distinctive morphological traits are color-coded: for examples the feeding modules are in light blue, reproductive structures are in pink, defensive structures are in brown, etc.


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Publisert 11. apr. 2022 20:26 - Sist endret 25. mai 2022 12:52