Elucidating the neurophysiological basis of time perception

Lead Research Organisation: Goldsmiths University of London
Department Name: Psychology

Abstract

Our ability to accurately perceive time changes from one moment to the next. These variations contribute to moment-to-moment fluctuations in our experience of the world and other psychological functions such as coordinating our movements in response to environmental cues. Variations in our perception of time are thought to be caused in part by fluctuations in a specific brain chemical, dopamine. Dopamine is believed to activate brain regions involved in matching time intervals against other intervals we hold in memory and thereby affecting how we perceive the passage of time. When and how dopamine influences our experience of time is poorly understood because until very recently it was impossible to measure dopamine in the human brain over short timescales. A newly-developed method, fast-scan cyclic voltammetry (FSCV), allows us to accurately measure dopamine in humans and thus offers an excellent opportunity to study how dopamine contributes to variations in human time perception for the first time. Another method, electroencephalography (EEG), allows us to record a particular brain rhythm (beta oscillations) that is closely associated with dopamine and can thereby provide a complementary way to study the role dopamine plays in affecting different phases of time perception.

The proposed research aims to use FSCV and EEG to investigate whether moment-to-moment variations in time perception can be predicted from participants' brain states. FSCV will be used to measure dopamine concentrations in striatum, a brain region previously implicated in time perception, in Parkinson's patients whilst they complete time perception tasks. This will allow us to determine whether dopamine concentrations can be used to predict how participants perceive time. Further analyses will investigate whether dopamine plays a similar role in time perception when we're storing an interval in memory as when we're trying to remember an interval and whether dopamine plays a similar role in both time perception and other cognitive functions such as attention and working memory. In a second, complementary set of studies, an advanced analysis technique, multivariate pattern analysis, will be applied to EEG data in healthy adults whilst they complete the same time perception tasks. This method will allow us to determine approximately when in time participants' experiences of time can be predicted and the role of specific brain rhythms. This approach will also help to clarify whether similar brain mechanisms support different phases of time perception and both time perception and other cognitive functions.

This project has the potential to significantly advance current understanding of how fluctuations in brain states influence our subjective experience of time. This research will help to update contemporary theories of timing including when and how brain states shape our perception of time, how these states contribute to different phases of time perception, and how time perception relates to other basic psychological functions. Our perception of time influences how we perform a variety of actions such as coordinating our movements and predicting the trajectory of a ball so that we are able to catch it. Superior understanding of the brain mechanisms that contribute to variability in time perception may thus help to understand the sources of variability in human performance more generally. Individuals with different disorders such as Parkinson's disease and schizophrenia experience pronounced alterations in their perception. These time distortions are typically characterized by increased variability in the perception of time. By helping to strengthen current understanding of how variability in brain states contributes to fluctuations in our time perception, this project may also help to provide a methodological and theoretical framework for studying these distortions in a more refined manner including how they relate to other clinical symptoms.

Technical Summary

The ability to accurately perceive time represents a fundamental but poorly understood psychological function that impacts diverse facets of human cognition from conscious experience to motor control. Previous research suggests that variations in interval timing are driven by transient fluctuations in striatal dopamine but until recently there was no method for accurately measuring subsecond dopamine concentrations in the human brain. In turn, the role of dopamine and beta (15-30Hz) oscillations, which are generated in basal ganglia and closely associated with dopamine, in the formation of temporal representations is poorly understood. This project will harness recent advances in dopamine measurement in humans (fast-scan cyclic voltammetry [FSCV]) and a state-of-the-art analytic approach for decoding mental representations from electroencephalography (EEG) data (multivariate pattern analysis [MVPA]) to determine the role of striatal dopamine concentrations and beta oscillations in shaping variations in human time perception. FSCV will be used to measure subsecond striatal dopamine concentrations in Parkinson's patients whilst they complete temporal discrimination tasks. These data will help to clarify whether fluctuations in striatal dopamine are associated with variations in perceived duration and the time course of these effects. Independently, MVPA will be applied to EEG data recorded whilst healthy adults complete the same tasks. These data will identify the time course of the formation of temporal representations and whether this is specific to dopamine-relevant (beta) oscillations. Further analyses will contrast the temporal estimates of representation formation across methods in order to determine when striatal dopamine impacts interval timing. This project will reveal new insights into the roles of striatal dopamine and beta oscillations in the formation of temporal representations with implications for the sources of variability in human time perception.

Planned Impact

The proposed research aims to use newly-developed methods and techniques to provide novel insights regarding how the human brain perceives time. This project will be the first of its kind to harness these approaches in order to elucidate the neural mechanisms supporting this critical but poorly understood cognitive function. In turn, this research promises to have a considerable impact on non-academics including clinicians, engineers, and the broader public.

A major focus of the proposed research is clarifying the role of the neurochemical dopamine in the perception of time and in particular how it may underlie variability in human time perception. Numerous psychological and neurological disorders are characterized by aberrant dopamine and distortions in time perception including Parkinson's disease, Huntington's disease, and schizophrenia. In many of these conditions, the primary feature of distorted timing is increased variability in time perception and this variability is believed to play a potentially significant role in these conditions. For these reasons, potential beneficiaries of this research include clinicians involved in the treatment of such conditions as well as the individuals who are afflicted by them. By clarifying how aberrant dopamine levels contribute to variability in time perception, this project may help to inform pharmacological treatments for these conditions.

The proposed research aims to apply a state-of-the-art method for precisely measuring dopamine in patients. Although validated and robust, this method has only recently been developed and is likely to undergo further advances in terms of its use and efficacy. Biomedical engineers and those working in biomedical imaging will benefit from the proposed research, which aims to further validate this approach and use it to examine complex neural processes. At the end of the project, all data will become publicly available and can be used by engineers to further explore pertinent questions regarding the efficacy of this method, its constraints, and its potential in clinical contexts. This research will provide an impetus for further development of these methods by engineers working in medical contexts. Long-term, these methods might be used for directly monitoring and altering dopamine concentrations in order to more precisely control time perception, with implications for other psychological functions such as timing-based motor control. Most of the previous research on the questions addressed in this project has been conducted with non-human animals. By utilizing a novel set of methods and techniques for studying human time perception, the proposed research may similarly contribute to the reduction in the use of non-human animals in the study of time perception.

Time is also a perennially fascinating phenomenon that captures the public imagination and interest and has a huge influence on popular culture. I will aim to communicate the scientific advances made by this project to the public through multiple outlets in order to increase understanding of time perception and its importance and I hope that this will further help to increase the public's engagement with scientific research as well as neuroscience and psychology more generally.

Publications

10 25 50
 
Description 1. We have successfully related striatal dopamine levels to variability in human time perception for the first time. The first paper describing this work, with Renata Sadibolova as first author and Devin Terhune as co-senior author, will be submitted in Spring 2023. A second paper describing further results linking dopamine and time perception is in preparation and will be submitted in Spring or Summer 2023.

2. We collected data from one EEG study on time perception and these data have been partially analyzed. The results of this study were inconclusive and this project was sidelined to prioritize the above projects.

3. Two psychophysical studies were conducted - one concerning eye-tracking (as a proxy measure of striatal dopamine) and time perception and the other concerning neural networks subserving time perception. Both have been published (see publications).

4. A theoretical review paper concerning the roles of Bayesian priors in time perception has been published (see publications).

5. We have analysed time perception data in the context of LSD administration in humans and observed evidence consistent with LSD modulating temporal priors in a way that is consistent with a dominant theoretical account of psychedelics. This work, led by Renata Sadibolova as first author and Devin Terhune as senior author, will be submitted for publication in Spring 2023.

6. We have fit latent variable modeling approaches to human time perception and identified overlap between the latent factor structure of time perception with correspoding Bayesian models of time perception. This work, led by Renata Sadibolova as first author and Devin Terhune as senior author, will be submitted for publication in Spring 2023.

7. Renata Sadibolova has run an ECG study on time perception. These data will be analyzed in the near future.
Exploitation Route Upon publication, these various lines of research have considerable potential to advance our understanding of the neurochemical and cognitive mechanisms supporting time perception, with potential implications for aberrant timing in clinical populations.
Sectors Education,Healthcare,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology

 
Description Time perception and the placebo response
Amount € 12,000 (EUR)
Organisation Signe and Ane Gyllenberg Foundation 
Sector Charity/Non Profit
Country Finland
Start 07/2022 
End 12/2023
 
Description Wake Forest University School of Medicine 
Organisation Wake Forest University
Department Wake Forest School of Medicine
Country United States 
Sector Academic/University 
PI Contribution This collaboration was pre-established prior to the project but was implemented in the context of data collection and data analysis and represents an integral element of this research project. Our role in this collaboration has been to design the studies, aid data collection, and analyze data collected locally at WF School of Medicine.
Collaborator Contribution Ken Kishida's lab at WF School of Medicine is facilitating fast-scan cyclic voltammetry data collection for this project.
Impact This collaboration has resulted in one poster presentation (see engagement activities).
Start Year 2018
 
Description EEG signature of temporal dilation after blinking: The search for a temporal locus of the effect 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Poster presentation and Cutting EEG in Southern France
Year(s) Of Engagement Activity 2021
 
Description Poster presentation: Sub-second dopamine fluctuations in human striatum and their role in trial-to-trial variations in interval timing 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact The poster was presented at Society for Neuroscience 'Global connectome' event. This was a three-day, neuroscience event allowing for scientific exchange via digital abstracts, dynamic talks, interactive Q&A, sessions such as dual perspectives and storytelling, a robust exhibit floor, a grad school fair, and a NeuroJobs job fair. The estimated number of attendees was 30,000.
Year(s) Of Engagement Activity 2021
URL https://www.sfn.org/meetings
 
Description The role of striatal dopamine in human interval timing 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Renata Sadibolova presented the results of the primary research study from our BBSRC project using fast-scan cyclic voltammetry in June 2022 in the Department of Psychology at the Technical University of Berlin.
Year(s) Of Engagement Activity 2022
 
Description Tonic and phasic dopamine fluctuations in striatum differentially relate to variations in  human time perception 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Renata Sadibolova will present the results of the primary research study using fast-scan cyclic voltammetry results in June 2023 at the Association for the Scientific Study of Consciousness. We anticipate that this will provide useful network opportunitities.
Year(s) Of Engagement Activity 2023
URL https://theassc.org/assc-26/
 
Description Tonic and phasic dopamine fluctuations in striatum differentially relate to variations in  human time perception 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Renata Sadibolova will present the results of our fast-scan cyclic voltammetry study at the Timing Research Forum in Lisbon, Portugal in October 2023.
Year(s) Of Engagement Activity 2023
 
Description Tonic and phasic dopamine fluctuations in striatum differentially relate to variations in  human time perception 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Renata Sadibolova will present the results of our fast-scan cyclic voltammetry study in an invited talk in the Department of Psychology at King's College London.
Year(s) Of Engagement Activity 2023