The impact of attention on the neuronal mechanisms of adaptation in humans and animals
Lead Research Organisation:
Newcastle University
Department Name: Institute of Neuroscience
Abstract
Brain neurons adapt or change their responsiveness following the repetition of an environmental event, such as the voice or face of an individual. Neuronal adaptation/repetition effects are thought to be important because a reduced response could indicate familiarity with an individual that we have just met and help cognitive processes to recognize and remember the individual. The neuronal mechanisms of adaptation are of great interest but remain controversial.
Human functional magnetic resonance imaging (fMRI) is a non-invasive technique that is increasingly being harnessed to make inferences about neuronal responses during adaptation. Neuronal level study in animal models is required to clarify the neuronal mechanisms. However, although a number of animal neuronal studies of adaptation have shown that neurons generally reduce their firing rates to all stimuli (what is called the ‘response-fatigue’ model of adaptation), the latest human fMRI adaptation studies suggest that this perspective is incomplete. The human results indicate that certain brain regions might contain neurons that can become more selective to specific stimuli or their features after adaptation (what is called the ‘sharpened selectivity’ model). In any case, several scientific issues appear to have complicated the interpretation of the fMRI adaptation response. Namely, the impact of attention has not been studied in the same way in both species, inconsistent experimental paradigms have been used to obtain the human and animal adaptation results, and it is not clear whether the mechanisms of adaptation (which have primarily been studied in the visual system) would be comparable to those in another sensory system, such as the auditory. Therefore, despite the importance of the popular fMRI adaptation phenomenon, the neuronal mechanisms that support it remain highly controversial.
This project is designed to address this controversy by implementing a human and animal fMRI project based on the same attentionally-controlled experiment, combined with precisely targeted neuronal recordings in the animals. Specifically, we aim to: 1) evaluate whether fMRI adaptation responses are comparable in humans and animals by conducting the same attentional experiment with both species; 2) extend the latest human fMRI adaptation paradigms to the work with animals, especially the new paradigms that appear to be able to reveal regional changes in neuronal selectivity; and 3) precisely target for neuronal recordings regions showing changes in selectivity and/or those consistent with the response-fatigue model in the animals. Moreover, we aim to conduct the experiment in the visual and auditory modalities (using, respectively, faces or voices as stimuli) to address the correspondence of fMRI adaptation responses across different sensory modalities. This is an important secondary objective because electrophysiological studies have obtained auditory adaptation results in various animals that may or may not be comparable to adaptation in the visual modality of animals. Lastly, although it is not critical for the success of the project, we have the opportunity here to combine fMRI and electrophysiology in animals to be able to more directly associate the fMRI signal and neuronal responses. If successful, our UK institution would be only the second institution in the world to achieve this in conscious behaving animals.
In summary, it has become crucial to test the link between human and animal adaptation results by using the same experiment (and stimuli) based on an attentionally controlled task. Our project has the potential to greatly advance our understanding of the neuronal mechanisms of fMRI adaptation and how they might be influenced by or interact with cognitive processes such as those of attention. The results are likely to guide future efforts that employ fMRI adaptation to influence mental processes, including memory and expectancy.
Human functional magnetic resonance imaging (fMRI) is a non-invasive technique that is increasingly being harnessed to make inferences about neuronal responses during adaptation. Neuronal level study in animal models is required to clarify the neuronal mechanisms. However, although a number of animal neuronal studies of adaptation have shown that neurons generally reduce their firing rates to all stimuli (what is called the ‘response-fatigue’ model of adaptation), the latest human fMRI adaptation studies suggest that this perspective is incomplete. The human results indicate that certain brain regions might contain neurons that can become more selective to specific stimuli or their features after adaptation (what is called the ‘sharpened selectivity’ model). In any case, several scientific issues appear to have complicated the interpretation of the fMRI adaptation response. Namely, the impact of attention has not been studied in the same way in both species, inconsistent experimental paradigms have been used to obtain the human and animal adaptation results, and it is not clear whether the mechanisms of adaptation (which have primarily been studied in the visual system) would be comparable to those in another sensory system, such as the auditory. Therefore, despite the importance of the popular fMRI adaptation phenomenon, the neuronal mechanisms that support it remain highly controversial.
This project is designed to address this controversy by implementing a human and animal fMRI project based on the same attentionally-controlled experiment, combined with precisely targeted neuronal recordings in the animals. Specifically, we aim to: 1) evaluate whether fMRI adaptation responses are comparable in humans and animals by conducting the same attentional experiment with both species; 2) extend the latest human fMRI adaptation paradigms to the work with animals, especially the new paradigms that appear to be able to reveal regional changes in neuronal selectivity; and 3) precisely target for neuronal recordings regions showing changes in selectivity and/or those consistent with the response-fatigue model in the animals. Moreover, we aim to conduct the experiment in the visual and auditory modalities (using, respectively, faces or voices as stimuli) to address the correspondence of fMRI adaptation responses across different sensory modalities. This is an important secondary objective because electrophysiological studies have obtained auditory adaptation results in various animals that may or may not be comparable to adaptation in the visual modality of animals. Lastly, although it is not critical for the success of the project, we have the opportunity here to combine fMRI and electrophysiology in animals to be able to more directly associate the fMRI signal and neuronal responses. If successful, our UK institution would be only the second institution in the world to achieve this in conscious behaving animals.
In summary, it has become crucial to test the link between human and animal adaptation results by using the same experiment (and stimuli) based on an attentionally controlled task. Our project has the potential to greatly advance our understanding of the neuronal mechanisms of fMRI adaptation and how they might be influenced by or interact with cognitive processes such as those of attention. The results are likely to guide future efforts that employ fMRI adaptation to influence mental processes, including memory and expectancy.
Technical Summary
Neurons change or adapt their responsiveness to the repetition of the same or similar events. However, how repetition affects neuronal responses, although of tremendous interest, still remains unclear. To date, animal electrophysiology and human imaging studies (using the popular fMRI adaptation or ‘repetition suppression’ effects) have given rise to conflicting perspectives on the neuronal mechanisms of fMRI adaptation, and whether and how attention may have affected adaptation. We propose to address this uncertainty by using the same attentionally-controlled adaptation experiment with fMRI in humans and animals, and with electrophysiological recordings in the animals. The fMRI study will allow us to test for any cross-species correspondences in regionally-specific fMRI adaptation responses. Most outcomes will be important and are needed to reconcile the controversy surrounding the interpretation of animal and human adaptation-related results. To determine whether similar mechanisms operate in auditory and visual cortices, we aim to conduct the experiment separately in the auditory and visual modalities using parametrically morphed voices or faces. The animal fMRI results will be used to target at least two brain regions for electrophysiology. The neurophysiological data (based on response measurements from single and multiple neurons, and local-field potentials) will be related to the fMRI adaptation response and quantified in relation to the theoretical models of these to clarify the neurophysiological bases that subserve regional fMRI adaptation responses. We are confident that this ambitious project is feasible given the proven experience of the co-applicants with all aspects of the project that will be needed and the research environment at the host institution.
Planned Impact
How the brain adapts to the environment serves as an important basis for many cognitive brain functions, such as perception, attention, memory and learning. Adaptation appears to be a ubiquitous general property of many neurons across many animal species. We propose to investigate adaptation effects at multiple neurobiological levels, from single neurons to the activity of brain regions, and in humans and another species of animals. Thus, in addition to the scientific impact, our results combined with our experience with impact activities are likely to have an influence on medical research, commercial applications, and the public. Furthermore, our proposed comparative work will advance the UK priorities to reduce, refine, or replace invasive animal research, as follows.
This project will expand the UK neurobiological-research base, particularly for the staff that are presented with the unique opportunity to combine brain neuroimaging and electrophysiological techniques in behaving models. This combination is critical for detailed neuronal modelling of human brain function for medical research. Our focus on the neuronal mechanisms underlying face and voice selectivity opens up the opportunity to exploit our data for commercial applications for automated face and voice recognition. Lastly, in the short term, the research staff, technicians and students who engage in the project will develop a unique set of skills and vocational training that will help them to be competitive in medically related commercial or academic settings.
The lay public sector is another key potential beneficiary in that lay individuals will have a better understanding of how the brain supports repetition effects and their evolutionary basis. This project will also bring attention to neuronal adaptation as a prominent process in the brain, and presumably peak people’s interest on how sub-conscious processes such as this one interact with conscious processes like those that support perceptual awareness and attention.
Finally, our project will help to reduce the reliance on invasive electrophysiology in animal models and advance the use of non-invasive fMRI techniques with animals, which is an important objective of the BBSRC and the National Centre for the 3Rs (NC3Rs) with regards to refinement, reduction and replacement of animal experiments. This human and animal project highlights the ethical issues that are at the forefront of scientific research and is likely to be exemplary for other international institutions aiming to better relate human and animal research.
In sum, this multidisciplinary project will help maintain the UK’s competitive edge on the international research scene, contribute experimental brain data for systems approaches to biological research, and potentially stimulate collaboration between interdisciplinary scientists during dissemination of results at international meetings and conferences.
This project will expand the UK neurobiological-research base, particularly for the staff that are presented with the unique opportunity to combine brain neuroimaging and electrophysiological techniques in behaving models. This combination is critical for detailed neuronal modelling of human brain function for medical research. Our focus on the neuronal mechanisms underlying face and voice selectivity opens up the opportunity to exploit our data for commercial applications for automated face and voice recognition. Lastly, in the short term, the research staff, technicians and students who engage in the project will develop a unique set of skills and vocational training that will help them to be competitive in medically related commercial or academic settings.
The lay public sector is another key potential beneficiary in that lay individuals will have a better understanding of how the brain supports repetition effects and their evolutionary basis. This project will also bring attention to neuronal adaptation as a prominent process in the brain, and presumably peak people’s interest on how sub-conscious processes such as this one interact with conscious processes like those that support perceptual awareness and attention.
Finally, our project will help to reduce the reliance on invasive electrophysiology in animal models and advance the use of non-invasive fMRI techniques with animals, which is an important objective of the BBSRC and the National Centre for the 3Rs (NC3Rs) with regards to refinement, reduction and replacement of animal experiments. This human and animal project highlights the ethical issues that are at the forefront of scientific research and is likely to be exemplary for other international institutions aiming to better relate human and animal research.
In sum, this multidisciplinary project will help maintain the UK’s competitive edge on the international research scene, contribute experimental brain data for systems approaches to biological research, and potentially stimulate collaboration between interdisciplinary scientists during dissemination of results at international meetings and conferences.
Publications
Attaheri A
(2015)
EEG potentials associated with artificial grammar learning in the primate brain.
in Brain and language
Balezeau F
(2021)
MRI monitoring of macaque monkeys in neuroscience: Case studies, resource and normative data comparisons.
in NeuroImage
Balezeau F
(2020)
Primate auditory prototype in the evolution of the arcuate fasciculus.
in Nature neuroscience
Calmus R
(2020)
Structured sequence processing and combinatorial binding: neurobiologically and computationally informed hypotheses.
in Philosophical transactions of the Royal Society of London. Series B, Biological sciences
Cope TE
(2017)
Artificial grammar learning in vascular and progressive non-fluent aphasias.
in Neuropsychologia
Hoeschele M
(2015)
Searching for the origins of musicality across species.
in Philosophical transactions of the Royal Society of London. Series B, Biological sciences
Kikuchi Y
(2019)
Interactions between Conscious and Subconscious Signals: Selective Attention under Feature-Based Competition Increases Neural Selectivity during Brain Adaptation.
in The Journal of neuroscience : the official journal of the Society for Neuroscience
Kikuchi Y
(2018)
Evolutionarily conserved neural signatures involved in sequencing predictions and their relevance for language.
in Current opinion in behavioral sciences
Kikuchi Y
(2017)
Sequence learning modulates neural responses and oscillatory coupling in human and monkey auditory cortex
in PLOS Biology
Kikuchi Y
(2019)
The distribution and nature of responses to broadband sounds associated with pitch in the macaque auditory cortex.
in Cortex; a journal devoted to the study of the nervous system and behavior
Title | Recordings of human and macaque voices/faces for project |
Description | Recordings of human and macaque voices/faces for project allows us not only stimuli to use for the project but content for a planned methods publication. |
Type Of Art | Film/Video/Animation |
Year Produced | 2013 |
Impact | no actual impacts realised to date |
Description | We have discovered that attention modulates voice and face sensitive cortex comparably across the sensory modalities. We have also discovered the mode by which attention influences the brain adaptation response: by increasing the gain of the brain response. We have also studied the how attention influences the human and monkey brain with neuroimaging. The findings are surprising in that they show that monkey attention effects are more labile than those in humans. We also identify how attention effects are 'lost' which is likely to of tremendous importance for the scientific community. |
Exploitation Route | The comparative fMRI paper and the monkey neurophysiology paper are now published. They provide indication of key correspondences between humans and monkeys challenging the notion that monkey auditory cognition and neurobiology is fundamentally different from that of humans. We have also now published a further report showing expedient learning in macaques with a task that can be used to influence attention, and one which shows that the effects seen with fMRI are remarkably like those in humans during auditory attention engaging tasks (Wikman et al., Sci Rep. 2019). This helps to address the discrepancy between cognitive tasks that humans are instructed to readily conduct and traditional tasks that require many months or years to train the animals to do complex cognitive tasks. We now show that with this task the results are comparable to those in humans, but require using reward cues to engage the animals, which means that the neurobiological system involved as shown by the paper consists of neuromodulatory influences from both dopaminergic and acetylcholinergic pathways. |
Sectors | Education Healthcare Pharmaceuticals and Medical Biotechnology |
Description | We are presenting our findings in humans at two meetings; one presentation was selected for an oral presentation. We have also published papers under this grant. There is a paper on the comparative neuroimaging of audio-visual selective attention now published in Cerebral Cortex. Moreover, work on the neuropsysiology is now published in PLoS Biology. The non-academic impact is several Brain Awareness Activities arising from the work, including BBC3 Radio involvement. The work has also resulted in additional funding to pursue the new research directions that have been generated by the BBSRC grant. Additionally the work has generated new materials for morphing faces and voices, including discussions at Google with one of the founders of the voice morphing software from Japan. New work involving neurosurgery groups has also materialized highlighting the interest from the community the basis for which was established by this grant. |
First Year Of Impact | 2015 |
Sector | Education,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology |
Impact Types | Societal |
Description | Consolidator Grant |
Amount | € 1,995,000 (EUR) |
Funding ID | MECHIDENT |
Organisation | European Research Council (ERC) |
Sector | Public |
Country | Belgium |
Start | 04/2017 |
End | 04/2022 |
Description | NIH R01 |
Amount | $3,800,000 (USD) |
Organisation | National Institutes of Health (NIH) |
Sector | Public |
Country | United States |
Start | 05/2020 |
End | 06/2025 |
Description | Wellcome Trust Enhancement Grant |
Amount | £175,000 (GBP) |
Organisation | Wellcome Trust |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 04/2015 |
End | 03/2020 |
Description | Wellcome Trust Equality Diversity and Inclusion Award |
Amount | £23,000 (GBP) |
Funding ID | 102961/Z/13/B |
Organisation | Wellcome Trust |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 03/2020 |
End | 03/2021 |
Description | Wellcome Trust New Investigator Award |
Amount | £1,249,966 (GBP) |
Funding ID | 102961/Z/13/Z |
Organisation | Wellcome Trust |
Sector | Charity/Non Profit |
Country | United Kingdom |
Start | 03/2014 |
End | 02/2020 |
Title | NHP Neuroimaging Open Resource |
Description | Contributed to and co-lead of international primate neuroimaging data sharing coalition |
Type Of Material | Database/Collection of data |
Year Produced | 2018 |
Provided To Others? | Yes |
Impact | Initial open resource published in Milham et al., Neuron 2018. Follow on paper after growing the community in Milham, Petkov et al. Neuron 2020. |
URL | http://fcon_1000.projects.nitrc.org/indi/indiPRIME.html |
Description | Collaboration with MRC - Centre for Macaques |
Organisation | Medical Research Council (MRC) |
Country | United Kingdom |
Sector | Public |
PI Contribution | Collaboration established with MRC - Centre for Macaques in Porton Down for exchange of materials and information. |
Collaborator Contribution | Exchange of stimulus materials. Exchange of ideas. |
Impact | Experiments created with materials from CFM. |
Start Year | 2013 |
Description | Direct recordings from human brain |
Organisation | University of Iowa |
Department | Department of Neurosurgery |
Country | United States |
Sector | Academic/University |
PI Contribution | Collaboration to collect human intracranial recording data. |
Collaborator Contribution | Provide access to these rare recordings. |
Impact | Paper submitted on first comparative direct recordings from the human and monkey brain. |
Start Year | 2015 |
Description | UK NHP Neuroimaging Coalition |
Organisation | University of Cambridge |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Neuroimaging coalition between UK NHP neuroimaging groups. In progress. |
Collaborator Contribution | Coordination at annual meeting with individual contributions to the global open resource. |
Impact | Jointly contributed to Milham et al., Neuron 2018; Milham, Petkov et al., Neuron 2020. |
Start Year | 2020 |
Description | UK NHP Neuroimaging Coalition |
Organisation | University of Oxford |
Department | Oxford Hub |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Neuroimaging coalition between UK NHP neuroimaging groups. In progress. |
Collaborator Contribution | Coordination at annual meeting with individual contributions to the global open resource. |
Impact | Jointly contributed to Milham et al., Neuron 2018; Milham, Petkov et al., Neuron 2020. |
Start Year | 2020 |
Description | York Dept. Psychology (Dr. Nick Barraclough) |
Organisation | University of York |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | Project helped to establish a Newcastle - York Collaboration |
Collaborator Contribution | Intellectual exchange. Studentship co-supporting. |
Impact | Intellectual exchange. Student co-supervision. |
Start Year | 2013 |
Description | 10 prominent presentations by CP this year 2015 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Postgraduate students |
Results and Impact | I have given 10 oral presentations in 2014, 4 of which have been Keynote lectures. The organizations include UCL, universities in the USA, FENS. In 2015 I gave 10 presentations. New ones for 2016 include important talks at Gordon Research Conference, and UC San Diego winter school in neuroscience. |
Year(s) Of Engagement Activity | 2015 |
Description | Amazing Brain Public Engagement |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | Regional |
Primary Audience | Schools |
Results and Impact | The lab put on several popular demonstrations for community children entitled: "The Amazing Brain: What Brain Imaging Can Do For You, Science, and Animal Welfare". We engaged > 400 children and received excellent feedback. |
Year(s) Of Engagement Activity | 2016 |
Description | BBC Radio 3 Public Engagement. |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Media (as a channel to the public) |
Results and Impact | 2018 BBC Radio 3 interview on the brain and preserved language and musical abilities in age 2017 BBC Radio 3, our lab was commissioned to conduct a public experiment on how music warps our perception of time as part of Free Thinking Festival, presented results live on radio. |
Year(s) Of Engagement Activity | 2017 |
Description | BBC Radio 3 public engagement |
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 | Media (as a channel to the public) |
Results and Impact | BBC Radio 3 public experiment on how music warps our perception of time. Petkov lab was commissioned to conduct this public experiment at Sage Performance Art Centre in Newcastle during the Free Thinking Festival. The results of the experiments were presented live on air with interview of Petkov, Kikuchi and Calmus who designed experiments. |
Year(s) Of Engagement Activity | 2017 |
URL | http://www.bbc.co.uk/programmes/b08jf6s8#play |
Description | Brain Awareness Public Engagement 2014 |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | Yes |
Geographic Reach | Regional |
Primary Audience | Schools |
Results and Impact | CP used elements form this project to engage young audiences during Brain Awareness Week (10-12/3/2014). Demonstrations of brain neuroimaging technology was made in front of several school and church groups passing along the message of replacing animals in research procedures. Brain imaging demos. Mock scanner demo. Chocolate brain demo. Visual illusions demo. The impact was on helping community children to appreciate that animal welfare can be advanced along with new technologies for imaging the brain. |
Year(s) Of Engagement Activity | 2014 |