Evolution on ecological timescales: a role for non-genetic inheritance in adapting to novel anthropogenic stressors?

Lead Research Organisation: University of Liverpool
Department Name: Institute of Integrative Biology

Abstract

Increasing numbers of studies are now demonstrating 'contemporary evolution' in which populations evolve very quickly, sometimes in less than 10 generations. Frequently, contemporary evolution is associated with human activities for example antibiotic resistance in bacteria, metal pollution tolerance in plants, pesticide and herbicide resistance, and changes in fish stocks in response to over-fishing. Understanding how populations adapt to rapid and sustained anthropogenic change is imperative for predicting limits to population persistence, and reducing species extinction rates.

Our traditional view of evolution suggests that adaptation occurs through offspring inheriting genes from their parents that increase their survival and reproduction (fitness) in the current environment. Genetic variation is assumed to arise through random genetic mutations. But since most random mutations decrease an organism's fitness, and even random mutations that increase fitness initially only occur in a single individual, which might fail to breed just by chance, it is hard to see how random mutations alone can explain contemporary evolution in response to rapid anthropogenic change.

If populations are large enough, an advantageous mutation may already exist in the population that can 'rescue' it from extinction. However, an emerging alternative hypothesis that this study will focus on is that populations initially evolve through a process of non-genetic inheritance, in which novel phenotypes are generated by the transmission of factors other than DNA sequence.

'Parental effects' arise when parents differentially allocate non-genetic materials to their offspring altering their behaviour, morphology, or physiology. For example, in many species females produce fewer larger offspring when they experience harsh conditions. Alternatively, 'Epigenetic inheritance' occurs when the epigenetic marks responsible for changing the way that DNA is folded in a cell is inherited from one generation to the next, changing the pattern of genes that are switched on or off at any given time. This is essentially the same mechanism that explains how distinct cell types in our bodies are maintained from one cell division to the next.

Currently we have little idea how important non-genetic inheritance is in enabling populations to evolve in response to rapid environmental change, or which mechanism(s) might be involved. This is because in sexually reproducing organisms each individual has its own unique set of genes making it difficult to separate genetic inheritance from non-genetic inheritance and secondly because studies of non-genetic inheritance must be conducted over at least 3 generations, something which is not feasible in many study systems. In this study we will overcome these problems by studying non-genetic inheritance in the water flea, Daphnia pulex; an organism that has a generation time of 10 days and reproduces clonally, meaning that all offspring are genetically identical to their mothers.

We will quantify the non-genetic inheritance generated by exposure to different common freshwater pollutants by comparing the growth, survival, reproduction and patterns of gene expression of genetically identical offspring from ancestors exposed to pollution or not. The relative importance of parental effects and epigenetic inheritance will be assessed by determining whether differences in offspring traits in exposed and non-exposed lineages are explained by differences in offspring provisioning or changes in the patterns of genes switched on or off and the epigenetic marks responsible for folding DNA molecules in the cell. Finally, we will assess the evolutionary implications of non-genetic inheritance by determining whether the exposure of ancestors to pollutants changes the outcome of competition experiments between replicated genetically identical populations.

Planned Impact

i) Who will benefit from this research and how?

a) Commercial private sector interested in the monitoring and prevention of freshwater pollution.
By studying differences in the patterns of gene expression of clones exposed to specific environmental stressors it will be possible to develop ecotoxicological bioassays that illuminate both the mode of action of different types of pollutants, but also the degree of exposure. Such assays would have commercial and legislative value in the fields of ecotoxicology, environmental consultancy and water treatment.

b) Policy makers
Governments all around the world currently use the survival and reproduction of Daphnia as a test for determining acceptable thresholds of freshwater pollutants. The development of tests based on genomic approaches will provide a more direct assessment of the in situ pollution levels and more detail about the nature of pollutant exposure. Current tests make no provision for non-genetic inheritance, despite the fact that resistance to different stressors can occur over a number of generations. Our data will quantify this problem, enabling a re-assessment of current methodologies.

c) Wider public.
By improving the procedures and policy used to monitor freshwater pollution, and reducing the chances of pollutants entering the food chain, the project will preserve natural environments, a societal benefit, and decrease risks to human health. Furthermore, epigenetic mechanisms are increasingly being implicated with the environmental modulation of numerous diseases including aging, cancer, schizophrenia and lifestyle diseases such as heart disease, diabetes, and obesity. Understanding how the environment can alter epigenetic states, and how stable these effects are over generations, will also therefore have a direct health benefit for the wider public.

d) Wider public - public understanding of science.
Reversing the public perception that evolution is a slow process is important given that anthropogenic effects are the primary driver of rapid evolutionary change. Second, the concepts of non-genetic inheritance and epigenetics are poorly understood by the general public, although their increasing implication in the manifestation of disease process means that it is imperative that these topics enter the public domain.

e) Training of scientists
The project will train researchers in state of the art ecological genomic techniques that are transferable to other fields such as health and medicine, stem cell technology, disease biology, agriculture, conservation, and environmental sciences.

f) Other fields of academic research
Our findings will be of broad interest to a range of different disciplines including:

- Evolutionary biologists and Molecular ecologists interested in mechanisms of adaptation and resolving the debate concerning the need for broader definition of inheritance.
- Ecotoxicologists interested in understanding acclimation to pollutants and developing genomic biomarkers.
- Developmental biologists interested in developing a model system in which to study epigenetics. As a crustacean, Daphnia provides a useful comparison with Drosophila to test whether same genes are subject to epigenetic control across species.
- Medical scientists interested in studying the epigenetic mechanisms associated with cancers and other pathologies. Many of the genes involved are conserved across species, and so the study of the interaction between the environment and the epigenome in another model species may highlight novel processes of interest to medical epigenetics.
- Environmental scientists interested in the persistence of toxins in the environment and the transfer of effects from one generation to the next.

Publications

10 25 50
 
Description Below I summarise the outcomes from the 4 main objectives of the grant: 1) To quantify and compare the nature and duration of non-genetic inheritance generated by exposure to different types of novel anthropogenic stressor. - we have demonstrated that exposure to pollution can alter the phenotypes of descendants in the three generations following exposure. The exact outcome of exposure to pollutant differed according to the pollutant parents were exposed to and the genotype of the parents but primarily affected growth and development. 2) To assess to what extent patterns of non-genetic inheritance arise through epigenetic processes and determine whether epigenetic effects vary for different kinds of stressor. We examined the phenotypes associated with non-genetic inheritance in more detail using gene expression microarrays to identify genes and genetic pathways differentially expressed in descendants of ancestors exposed to freshwater pollutants (indirect evidence of non-genetic inheritance). The data generated is quite inconclusive. We are still investigating new ways to analyse this data to extract the most meaning from it. 3) To identify genome wide changes in epigenetic modification following exposure to a novel stressor and quantify natural variation in these regions among different clones from a natural population. We used whole genome bisulphite sequencing to test the hypothesis that exposure to pollution (Cadmium, Glyphosate, 4-Nonylphenol) can induce epigenetic modifications that can then be stably inherited. We found that in D. pulex, 0.71% of cytosines in the CpG context are heavily methylated (more than 50%). Of those, they were significantly more likely to be in promoters or exons. We identified approximately 1000 genes that had at least 1 SNP differentially methylated in response to our different pollution treatments. Approximately 1/3 of those were overlapping between treatments. Nearly half of the SNP's remained differentially methylated after the pollutant exposure had been removed for 8 months (approximately 16 generations) providing evidence for stable pollution induced epigenetic inheritance. 4) To determine to what extent non-genetic inheritance can alter the evolutionary dynamics of experimental populations. We tested the hypothesis that pollution induced NGI can alter eco-evolutionary dynamics. Pollution-induced NGI altered relative clone frequencies causing differences in the population dynamics over the first 25 weeks of the experiment, but as clone frequencies converged, differences in population dynamics disappeared. In non-polluted populations clone frequencies and population dynamics were initially similar, but as populations approached carrying capacity NGI altered relative clone frequencies. In these populations, an effect of NGI on clone frequency was still apparent after 42 weeks, demonstrating that NGI can influence eco-evolutionary dynamics.
Exploitation Route Our data might lead to the development of ecotoxicological bioassays and has implications for ecological risk assessment. We are already beginning to collaborate with industry (UNILEVER) in this regard. More detailed understanding of epigenetic inheritance may be important in understanding how genes and the environment lead to phenotypic variation. This may be especially important for traits like complex diseases which cannot be understood based on DNA sequence alone. Our work may also provide a detailed example of how exposure to novel environments can lead to rapid evolution in populations.
Sectors Agriculture, Food and Drink,Environment,Healthcare,Pharmaceuticals and Medical Biotechnology

 
Description I am using some of the techniques developed in this grant in a new collaboration with other researchers at Liverpool and Geoff Hodges at UNILEVER to link molecular initiating events to population level processes following exposure to pollutants. This has led to the submission of a further NERC standard grant. We have also begun to apply the knowledge gleaned in the grant to rapid adaptation in the wild. Our results led directly to a NERC highlight topic grant on limits to adaptation. The results in our grant have also led to a new Royal Society partnership that we are using as outreach. In collaboration with Dr John Dyer (Head of science innovation at UTC) we are designing and overseeing an annual Daphnia work package at the UTC that will involve cohorts of 30-50 students each year. Our primary goals are (i) to link the research in our laboratory to the learning of science-orientated students at the UTC; (ii) to create a "hands-on" learning experience introducing students (and indirectly their parents) to non-genetic inheritance and its ecological, evolutionary and health significance; (iii) to have students develop generic field and laboratory skills they can use in academia or vocational careers in the health and life sciences
First Year Of Impact 2014
Sector Agriculture, Food and Drink,Environment,Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Cultural,Societal

 
Description NERC HIGHLIGHT GRANT
Amount £1,229,233 (GBP)
Funding ID NE/N016017/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 05/2016 
End 09/2020
 
Description Royal Society Partnership grant
Amount £2,700 (GBP)
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 10/2015 
End 10/2016
 
Title Semi-automated Daphnia population counts 
Description We have developed a semi-automated image analysis technique for studying Daphnia population dynamics 
Type Of Material Biological samples 
Provided To Others? No  
Impact Allows the study of eco-evolutionary feedback loops 
 
Title Micro RNA expression 
Description The effect of chronic exposure to CD, Glyphosate and 4-Nonylphenol on Daphnia pulex microRNA expression 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact still being written up 
 
Title Models for analysing maturation data 
Description We reviewed, tested and refined techniques for analysing probabilistic maturation reaction norms. 
Type Of Material Data analysis technique 
Year Produced 2012 
Provided To Others? Yes  
Impact None as yet 
 
Title Persistence of pollution induced NGI on phenotype 
Description Effect of 3 pollutants on descendant phenotypes over the next 3 generations for 3 Daphnia pulex clones from a single population 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact Still be written up 
 
Title Phenotypic change vectors 
Description We use phenotypic change vectors to qualify and quantify differences in whole organism multivariate plasticity. 
Type Of Material Data analysis technique 
Provided To Others? No  
Impact None 
 
Title Pollutant effects on D. pulex methylome 
Description Pollutant effects on Daphnia pulex methylome for Cadmium, Glyphosate, 4-Nonyl-phenol and their persistence over 16 generations 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact Paper is still being written 
 
Title Pollution effects on Eco-Evolutionary dynamics 
Description The effect of long-term glyphosate exposure on the eco-evolutionary dynamics of 40 Daphnia pulex experimental populations over 42 weeks 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact still being written up 
 
Title Pollution induces epigenetic effects that are stably transmitted across multiple generations 
Description It has been hypothesised that the effects of pollutants on phenotypes can be passed to subsequent generations through epigenetic inheritance, affecting populations long after the removal of a pollutant. But there is still little evidence that pollutants can induce persistent epigenetic effects in animals. Here we show that low doses of commonly used pollutants induce genome-wide differences in cytosine methylation in the freshwater crustacean Daphnia pulex. Uniclonal populations were either continually exposed to pollutants or switched to clean water, and methylation was compared to control populations that did not experience pollutant exposure. While some direct changes to methylation were only present in the continually exposed populations, others were present in both the continually exposed and switched to clean water treatments, suggesting that these modifications had persisted for seven months (> 15 generations). We also identified modifications which were only present in the populations that had switched to clean water, indicating a long-term legacy of pollutant exposure distinct from the persistent effects. Pollutant-induced differential methylation tended to occur at sites that were highly methylated in controls. Modifications that were observed in both continually and switched treatments were highly methylated in controls and showed reduced methylation in the treatments. On the other hand, modifications found just in the switched treatment tended to have lower levels of methylation in the controls and showed increase methylation in the switched treatment. In a second experiment we confirmed that sub-lethal doses of the same pollutants generate effects on life-histories for at least three generations following the removal of the pollutant. Our results demonstrate that even low doses of pollutants can induce transgenerational epigenetic effects that are stably transmitted over many generations. Persistent effects are likely to influence phenotypic development, which could contribute to the rapid adaptation, or extinction, of populations confronted by anthropogenic stressors. 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact Not yet 
URL http://datadryad.org/stash/dataset/doi:10.5061/dryad.h9w0vt4k9
 
Description Daphnia egg development assay 
Organisation University of Liverpool
Department Department of Public Health and Policy
Country United Kingdom 
Sector Academic/University 
PI Contribution Developing a high throughput assay of Daphnia egg development using confocal microscopy
Collaborator Contribution Developing a high throughput assay of Daphnia egg development using confocal microscopy
Impact Two manuscripts are currently being prepared
Start Year 2016
 
Description Francesco Falciani 
Organisation University of Liverpool
Department School of Biological Sciences Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution We have designed a future project that synergises our two current NERC grants. We are helping them with chemical exposures of Daphnia to pollutants and linking molecular initiating events through to population level effects. We have designed automated assays for quantifying population growth rates.
Collaborator Contribution We have designed a future project that synergises our two current NERC grants. They have assisted us with the analysis of microarray data and network analysis.
Impact 2017 Brockmeier, E. K. et al. The Role of Omics in the Application of Adverse Outcome Pathways for Chemical Risk Assessment. Toxicological sciences : an official journal of the Society of Toxicology. doi:10.1093/toxsci/kfx097
Start Year 2013
 
Description Prof. Lu-Yun Lian 
Organisation University of Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution Development of individual egg metabolomics
Collaborator Contribution Development of individual egg metabolomics
Impact Development of novel metabolomic data and results
Start Year 2016
 
Description Stephen Cornell 
Organisation University of Liverpool
Department School of Biological Sciences Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution 1) Carried out an experiment looking at how maternal age influences offspring survival and mortality rates. 2) Collaborated on designing a new project linking molecular consequences of pollutant exposure through to population level consequences.
Collaborator Contribution 1) Analysed mortality rate data 2) Collaborated on designing a new project linking molecular consequences of pollutant exposure through to population level consequences.
Impact S. J. Plaistow, C. Shirley, H. Collin, S. J. Cornell and E. D. Harney (2014) An interaction between genetic and non-genetic inheritance determines life history and lifespan in the water flea, Daphnia pulex. The American Naturalist (in review)
Start Year 2013
 
Description Tom van Dooren 
Organisation École Normale Supérieure, Paris
Country France 
Sector Academic/University 
PI Contribution We are working on how Tom can use the data collected from this grant tp parameterise models of evolutionary lag.
Collaborator Contribution We are working on how Tom can use the data collected from this grant tp parameterise models of evolutionary lag.
Impact Harney E.H., Van Dooren, T.J.M., Paterson, S & Plaistow, S.J. (2013) How to measure maturation: a comparison of probabilistic methods used to test for genotypic variation and plasticity in the decision to mature. Evolution, 67(2), pp. 525-538. Van Dooren, T.J.M., Hoyle, R.B., & Plaistow, S.J. (2016) Maternal Effects. In: Kliman, R.M. (ed.), The Encyclopedia of Evolutionary Biology. vol. 2, pp. 446-452. Oxford: Academic Press.
Start Year 2016
 
Description BES Thematic topic 2016 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact I organised a thematic session on rapid evolution and invited speakers from various European institutions to contribute.
Year(s) Of Engagement Activity 2016
 
Description Birmingham seminar 2017 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other audiences
Results and Impact Research seminar
Year(s) Of Engagement Activity 2017
 
Description COREMI workshop - invited speaker 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Invited expert speaker at COREMI workshop on Improving current understanding and research for sustainable control of the poultry red mite Dermanyssus gallinae" (COREMI). Uni. Of Montpelier, France
Year(s) Of Engagement Activity 2015
 
Description DGC meeting, Birmingham 2014 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Dr H Collin presented a talk. Dr S. Plaistow presented a poster

Led to possible future collaboration.
Year(s) Of Engagement Activity 2014
 
Description ENVIRONMENTAL 'OMICS SYNTHESIS CONFERENCE 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The working group associated with this conference was funded by UNILEVER and provided a forum for an international group of experts to discuss the best way to modernise ecological risk assessment.

The activity has led to the development of a new collaboration with Geoff Hodges (UNILEVER) resulting in a new CASE partner for PhD projects and possibly funding directly from UNILEVER (in contract phase)
Year(s) Of Engagement Activity 2014
 
Description ESEB conference 2013 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact My group presented 3 talks at this meeting

None yet
Year(s) Of Engagement Activity 2013
 
Description ESEB conference 2015 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact My group presented 2 talks at this meeting
Year(s) Of Engagement Activity 2015
 
Description Lorentz centre workshop on non-genetic inheritance 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talks led to the development of collaborations and supposedly a review paper

New collaboration with Dr Tobias Uller
Year(s) Of Engagement Activity 2013
URL http://www.lorentzcenter.nl/lc/web/2013/599/info.php3?wsid=599
 
Description Non-Genetic Inheritance workshop (Moulis, France) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact 20 + experts in non-genetic inheritance will meet to give talks and discuss the evolutionary significance of NGI
Year(s) Of Engagement Activity 2017
 
Description Royal Society partnership grant film 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Our Royal Society funded partnership grant was featured in a Royal Society video designed to promote the partnership scheme.
Year(s) Of Engagement Activity 2016
URL https://youtu.be/I5ljysxh6gE
 
Description School visit x 3 (Liverpool, UTC) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Talk introducing pupils to non-genetic inheritance and its ecological, evolutionary and health consequences
Year(s) Of Engagement Activity 2015,2016
 
Description UKF (Unity through knowledge fund) workshop, Mljet, Croatia 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Dr H. Collin provided a summary of our grant and took part in numerous discussion groups focussing on rapid evolution in response to pollutants and the mechanisms by which this is achieved.

None as yet
Year(s) Of Engagement Activity 2014