A biological framework for understanding and modulating apathy in healthy people

Lead Research Organisation: University of Oxford
Department Name: Experimental Psychology

Abstract

As we get older our ability to do mentally and physically demanding tasks declines. However, research shows that we also lose motivation to complete mentally and physically demanding tasks through the effects of aging. Apathy - a reduction in the willingness to engage and perform mentally and physically demanding tasks - is widespread in mild forms in young adults, but crucially, it significantly increases as we age, hampering the daily lives of the elderly. Apathy in young adults may also have considerable long-term effects with significant costs, affecting education, employment and civic engagement.

Despite the importance of keeping motivated for healthy aging, very little is known about the biological processes that lead to apathy in the young or the elderly. In this research I aim to establish a biological model of apathy. I will test specific ideas developed from animal models of the processes in the brain that lead to reduced motivation. Using this models as a basis, I will test whether key pathways in the brain that lead animals to stop doing mentally and physically demanding tasks are also responsible for causing individual differences in how motivated people are . Using new mathematical approaches in conjunction with brain imaging techniques in healthy young adults I will build a biologically based model of apathy in the young and the elderly. Using modern non-invasive brain stimulation techniques I will then explore whether motivation can be increased by stimulating parts of the brain we predict are involved in motivation based on our animal model.
There are three key questions this research will address:

(1) To what extent is motivation reduced in the elderly?
Most research that has looked at motivation in aging, has used questionnaires, asking people about how motivated they feel. Unfortunately, these do not provide us with a model that can explain the biology behind apathy. Using two new tasks, the designs of which are based on tasks used to explore animal decision-making, I will examine how motivated the elderly are compared to young adults to do mentally and physically demanding tasks and how motivated they are to overcome fatigue.

(2) What is the biology of apathy
Research into the processes that underpin motivation in rats, birds and monkeys has provided us with a models of the pathwys in the brain that are crucial for keeping animals motivated. However, it is unknown what the links are between how these 'motivational circuits' work, apathy in humans, and changes in motivation through aging. Using functional Magnetic Resonance Imaging (which can tell us about whether an area is 'activated' by doing a task) and Diffusion Tensor Imaging (which can tell us about how strongly connected to each other brain areas are) I will test whether the same pathways in the brain that are responsible for motivating animals are also responsible for motivating humans. I will then test whether changes in these pathways in older people leads to them being less motivated.

(3) Can we increase motivation in the elderly and the apathetic young by stimulating the brain?
Once my proposed model of apathy has been tested, I will have identified I will have identified regions that can targeted by brain stimulation techniques. By stimulating these areas in a particular way, I predict that we can increase people's willingness to overcome cognitive and physical demands, and make people less influenced by fatigue. That is, I aim to try and increase how motivated people are, in order to develop potential techniques for ameliorating apathy.

This work will provide the first biological model of apathy and how changes in the brain can lead to greater levels of apathy in the elderly. This model will provide researchers, clinicians and industry with a framework on which to base therapeutic techniques and technologies aimed at increasing motivation.

Technical Summary

Apathy - reduced motivation to initiate goal-directed behaviours - is present in a number of psychiatric and neurological disorders. In addition, apathy is widespread in a milder form in the healthy population and increases with ageing, causing significant disruptions to well being. However, there is currently no biological, mechanistic account of apathy. The aim of the proposed fellowship is to develop the first model of apathy in the young and the elderly.

Basic neuroscience research in animals is increasingly elucidating computational and neural models of motivation. In these models, motivation is cast as a decision-making problem. Behaviours are initiated following cost-benefit analyses, where beneficial outcomes (rewards) are discounted (devalued) by the costs (effort) of acting. Here, this framework will be used as a model of apathy, to inform the design of tasks and to derive hypotheses.

Two tasks will be used to test the relationship between apathy in young and the elderly, and cost-benefit decision-making. The first measures the sensitivity of subjects to cognitive or physical effort. The second measures the influence that fatigue has on cost-benefit decision-making. Using computational modeling approaches I can characterize individual differences in the sensitivity to cognitive and physical effort, and fatigue, in the young and the elderly. This approach can then be used to the test the notion that cost-benefit decision-making can be used as a model of apathy in humans.

To test cost-benefit decision-making as a biological model of apathy I will use functional magnetic resonance imaging and diffusion tensor imaging to test specific hypotheses about the neuroanatomical correlates of apathy, physical and cognitive effort, and fatigue sensitivity. Using Transcranial Magnetic Stimulation I will test the causality of activity in the hypothesised cortical regions, with the aim of increasing motivation in the apathetic.

Planned Impact

Impact Summary

Who will benefit from the research?
Academic: This research has the potential to benefit academics across a broad range of disciplines, including ecology, neuroscience, sports psychology, aging psychology and neuroscience. It will also have considerable interest to those interested in health and well-being including clinical psychologists, neurologists and charitable organizations promoting healthy aging such as Age UK (Age Uk have been contacted regarding endorsement for this research fellowship). In addition, members of the public in whom apathy is highly prevelant (Levy, 2006) include:
- Alzheimer's disease (~60%)
- Parkinson's disease (~51%)
- Depression (~40%)
- Traumatic Brain Injury (~46%)
- As well as evidence in the long-term unemployed (Rodiguez, 1997)
In addition, motivation is crucial within the sporting industry for athletes to achieve high levels of performance.

How will they benefit?
Societal Impact: In 2011-2012 the UK spent £4bn on unemployment benefit. Whilst many of these individuals are motivated for searching for work, apathy is highly prevalent in the long-term unemployed. This can have considerable short-term and long-term consequences for well-being and mental health. Minimising the effects of apathy will therefore decrease the cost to society. By increasing awareness of the issues surrounding apathy I hope, in the long-term, to reduce the burden placed on society by apathetic individuals.

Clinical Impact (patients and practitioners): The absence of a mechanistic account of apathy has held back the development of therapeutic advances. I will develop a model that delineates components of apathy and identify potential avenues for patient-tailored care to be developed. Thus, clinical researchers will benefit from this research by having a framework which will inform therapeutic techniques. To increase engagement with clinical researchers and practitioners I will hold a round table meeting with the principal investigators at the head of the Oxford Dementia and Aging Research (OXDARE) network hold a motivational workshop and host website for raising awareness of the role of motivation for healthy aging. In addition, if this research highlights the efficacy of TMS as a treatment, follow-on funding would be applied for to develop an rTMS protocol to ameliorate the negative effects of apathy on longer time-scales.

Industry Impact: In this project I am hoping to use TMS to increase motivation. Whilst TMS has been used as a treatment technique, alternative techniques such as transcranial direct current stimulation (tDCS) are cheaper and preferable to TMS. However, currently tDCS is unlikely to be able to target the desired cortical zones we are highlighting as crucial for motivation (the supplementary motor area). Thus, if I were able to demonstrate efficacy for increasing motivation I would aim to contact industry leaders in brain stimulation techniques (e.g. Magstim) in order to apply for an industrial partnership award to develop more efficient methods of tDCS that could be used for the aim of stimulating SMA and increasing motivation. This would allow for more portable flexible techniques to be developed that would allow for use safe and prescribed use and potentially as a potential enhancement of sporting performance. Such processes will be in the long-term and these proposals are made with the awareness that considerable ethical and practical challenges will need to be solved before this is a possibility.

Publications

10 25 50
 
Description This grant used a combination of computational, psychological and neuroscientific techniques to show how context specific motivation is. It showed some of the mechanisms in the brain that underlie how we evaluate how effortful a task is going to be, how this "devalues" how rewarding we find actions and as a result why people differ in their levels of motivation.
Exploitation Route This work formed the basis of the ideas and paradigms that are subsequently being investigated by multiple labs across the UK and Europe, in both healthy people and in disorders in which motivation problems are common. It also formed the basis of a subsequent BBSRC Fellowship grant.
Sectors Healthcare,Pharmaceuticals and Medical Biotechnology

 
Description DAAD Studentship for PhD student Tanja Mueller
Amount £20,000 (GBP)
Organisation German Academic Exchange Service (DAAD) 
Sector Academic/University
Country United States
Start 01/2017 
End 01/2018
 
Description David Phillips
Amount £1,250,000 (GBP)
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 07/2018 
End 06/2023
 
Description Wellcome Trust Institutional Strategic Support Fund
Amount £26,322 (GBP)
Organisation Wellcome Trust 
Department Wellcome Trust Strategic Award
Sector Charity/Non Profit
Country United Kingdom
Start 07/2017 
End 06/2018
 
Title Apathy Motivation Index 
Description The Self-report AMI is the first measure of the different dimensions of apathy in healthy people. 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2017 
Provided To Others? Yes  
Impact Multiple labs are now using it as their assessment of apathy in their research. 
URL http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0169938
 
Title Task and computational models probe effort sensitivity 
Description We developed a new task that measures effort sensitivity for self and in social contexts, 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2017 
Provided To Others? Yes  
Impact At least 6 labs across Europe are using this task to probe motivation in different populations and conditions. 
URL https://www.nature.com/articles/s41562-017-0131
 
Title Data and results of PLoS Biology paper on the neurocomputational mechanisms underlying the subjective valuation of effort costs 
Description All fMRI and behavioural data from manuscript in PLoS Biology 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Data is open to all other scientists and the public via Neurovault and Figshare: https://figshare.com/s/39c27f6fd07de9a66fc2 https://neurovault.org/collections/PDMXBECO/ 
URL https://neurovault.org/collections/PDMXBECO/
 
Description Collaboration for BBSRC fellowship and review article 
Organisation University of Oxford
Department Department of Experimental Psychology
Country United Kingdom 
Sector Academic/University 
PI Contribution Collaboration on a research paper under review Collaboration on the design of future research projects
Collaborator Contribution Guidance on the design of experiments and assistance with manuscript preparation
Impact Outputs forthcoming
Start Year 2015
 
Description Collaboration with Dr. Josh Balsters 
Organisation Royal Holloway, University of London
Department Department of Psychology
Country United Kingdom 
Sector Academic/University 
PI Contribution Provided support for a grant application, providing data collection and analysis materials and code.
Collaborator Contribution Dr. Balsters applied for a grant to purchase equipment and collect the data using a paradigm designed by my group.
Impact N/A
Start Year 2018
 
Description Collaboration with Dr.Steve Chang 
Organisation Yale University
Department School of Engineering and Applied Science
Country United States 
Sector Academic/University 
PI Contribution Preparation of manuscript for publication
Collaborator Contribution Contribution to manuscript preparation
Impact Publication in Neuron.
Start Year 2015
 
Description Collaboration with Imperial College London researchers 
Organisation Imperial College London
Country United Kingdom 
Sector Academic/University 
PI Contribution My team is providing the paradigm, data collection and analysis programs to collect data on motivated behaviour and apathy in Patients with traumatic brain injury
Collaborator Contribution Prof. Sharp's team is collecting, analysing and leading the publication of the data collected using our paradigms.
Impact N/A
Start Year 2018
 
Description Collaboration with UCL researchers 
Organisation University College London
Department Division of Psychology & Language Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Prof. Essi Viding is using our paradigm to examine motivated behaviour/apathy in children with conduct problems. We provide access to the data collection and analysis programs.
Collaborator Contribution Prof. Viding's team will collect the data and publish the results.
Impact N.A
Start Year 2018
 
Description Collaboration with researchers at Oxford 
Organisation University of Oxford
Department Nuffield Department of Clinical Neurosciences
Country United Kingdom 
Sector Academic/University 
PI Contribution My team is providing the paradigm, data collection and analysis programs to collect data on motivated behaviour and apathy in patients with dementia.
Collaborator Contribution Prof. Butler's team will collect data from the patients.
Impact N/A
Start Year 2017
 
Description Collaboraton Prof. Jon Roiser and Prof. Essi Viding (UCL) 
Organisation University College London
Country United Kingdom 
Sector Academic/University 
PI Contribution I collaborated in designing, analysing and publishing projects examining the processing of motivation and value during social interactions.
Collaborator Contribution Their teams collected and analysed data and supervised the project locally at UCL.
Impact Lockwood, P.L., Apps, M.A.J., Valton, V., Viding, E., & Roiser, J.P (2016). Neurocomputational mechanisms of prosocial learning and links to empathy. Proceedings of the National Academy of Sciences Lockwood, P.L., Apps M.A.J., Roiser, J.P & Viding, E. (2015). Encoding of Vicarious Reward Prediction in Anterior Cingulate Cortex and Relationship with Trait Empathy. Journal of Neuroscience
Start Year 2015
 
Description Collaboraton with Prof. Nici Wenderoth and Dr. Josh Balsters (ETH Zurich) 
Organisation ETH Zurich
Country Switzerland 
Sector Academic/University 
PI Contribution Designing/analysing/interpreting and producing publication on data collected in Zurich
Collaborator Contribution Designing/analysing/interpreting and producing publication on data collected in Zurich
Impact Balsters, J.H., Mantini, D., Apps, M.A., Eickhoff, S., Wenderoth, N. (2016). Connectivity-based parcellation increases network detection sensitivity in resting state fMRI: An investigation into the cingulate cortex in autism. Neuroimage: Clinical Balsters, J.H., Apps, M.A.J., Bolis, D., Lehner, R., Gallagher, l., & Wenderoth, N. (2017). Disrupted prediction errors index social deficits in autism spectrum disorder. Brain
Start Year 2015
 
Description Hosting visting researcher 
Organisation Radboud University Nijmegen
Department Donders Institute for Brain, Cognition and Behaviour
Country Netherlands 
Sector Academic/University 
PI Contribution Hosting of a Marie-Curie Fellow from Randbound Institute
Collaborator Contribution Design of a new study in collaboration, data collection and publication to come under my supervision
Impact N/A
Start Year 2018
 
Description International collaboration with Dr. Molly Crockett 
Organisation Yale University
Country United States 
Sector Academic/University 
PI Contribution Formed a collaboration and co-supervising a PhD student
Collaborator Contribution Formed a collaboration and co-supervising a PhD student
Impact N/A
Start Year 2016
 
Description ATOM Festival of Science 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact My group had a stall at the science festival promoting research investigating fatigue and motivation in healthy people, across the lifespan and in patients groups. Members of the public were informed about our research, and members of the public signed up to be participants in our research.
Year(s) Of Engagement Activity 2017
 
Description BBC Oxford Radio Interview on Apathy 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact The first author on a project funded by my BBSRC fellowship performed an 10 minute interview on social apathy on the 5pm Drive-time show for the BBSC Oxfordshire (the radio show with the largest audience).
Year(s) Of Engagement Activity 2017
URL http://www.bbc.co.uk/programmes/p056jgdj
 
Description CNC open day 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Patients, carers and the general public are invited to come and see the workings of the lab and the department. This sparked questions and discussion with patients and an increase in participation in research in the future.
Year(s) Of Engagement Activity 2014,2015,2018
 
Description Guardian research of the week 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact The Guardian newspaper highlighted our study as Research of the week and wrote a short commentary on the piece.
Year(s) Of Engagement Activity 2015
URL http://www.theguardian.com/teacher-network/2015/feb/20/scientists-teachers-brains-work-weekly-news-r...
 
Description Patient event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Patients, carers and/or patient groups
Results and Impact We held an event at our institution, to showcase the research we have been carrying out with the help of local elderly members of the general public, patient groups and their carers. Approximately 80 people attended, that stimulated further questions, requests to participate and was also a fun event thanking those who have volunteered for their time.
Year(s) Of Engagement Activity 2017,2018,2019
 
Description Podcast Interview with Peak 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact I was interviewed by Peak about neuroscience and the neurobiology/Psychology of motivation. The Podcast will be available to the users of Peak (close to 1m active users)
Year(s) Of Engagement Activity 2016
 
Description Professional twitter account 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact I use a professional twitter account to interact with other scientists and the general public and also run our lab twitter account. I have over 2100 followers of which the majority are fellow scientists but also consist of members of the public, clinicians, patients and carers, as well as media outlets. I regularly post and engage with all of these groups and discuss my work, other scientists work and also the work of my lab.
Year(s) Of Engagement Activity 2015,2016,2017,2018
URL https://twitter.com/brain_apps
 
Description ResearchResearch.co.uk interview 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact I was interviewed by the editor of the organisation that runs ResearchResearch.com about my research and fellowship.
Year(s) Of Engagement Activity 2017
 
Description TV interview on research on fatigue 
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 Public/other audiences
Results and Impact PhD student Tanja Mueller conducted a TV interview about her research, which was featured in a documentary on German national television.
Year(s) Of Engagement Activity 2018
 
Description UNIQ A-level student hosting 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 40 A'level students enrolled in University of Oxford's UNIQ program encouraging children from state schools to apply to university and Oxbridge were hosted by me for a day. Many of the students reported that there was an increased chance that they would apply to university, to do Psychology and a general increase in enthusiasm for university applications.
Year(s) Of Engagement Activity 2016
URL https://www.uniq.ox.ac.uk
 
Description media interest (BBC news) 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact The BBC article resulted in increased attention to my research and also an invite to write an article on the conversation website. In addition, I discussed the results with members of the public on twitter.

N/A
Year(s) Of Engagement Activity 2015
URL http://www.bbc.co.uk/news/education-31503265
 
Description • Invited blog on the conversation website 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact I was invited to write a blog post about a paper that was published in the Journal of Neuroscience. I do not have details about the number of views in total, but it has been shared over 300 times on social media. I would therefore expect that a substantially higher number than this in total. As a result I also engaged with much discussion with members of the public on twitter about what the research can and can't tell us.
Year(s) Of Engagement Activity 2015
URL https://theconversation.com/what-goes-on-in-teachers-brains-as-they-help-students-to-learn-37672