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McGregor T, Purves KL, Barry T, Constantinou E, Craske MG, Breen G, Young KS, Eley TC. Introducing the Fear Learning and Anxiety Response (FLARe) app and web portal for the remote delivery of fear conditioning experiments. Behav Res Methods 2023; 55:3164-3178. [PMID: 36070129 PMCID: PMC10556157 DOI: 10.3758/s13428-022-01952-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/09/2022] [Indexed: 11/08/2022]
Abstract
Experimental paradigms measuring key psychological constructs can enhance our understanding of mechanisms underlying human psychological well-being and mental health. Delivering such paradigms remotely affords opportunities to reach larger, more representative samples than is typically possible with in-person research. The efficiency gained from remote delivery makes it easier to test replication of previously established effects in well-powered samples. There are several challenges to the successful development and delivery of remote experimental paradigms, including use of an appropriate delivery platform, identifying feasible outcome measures, and metrics of participant compliance. In this paper, we present FLARe (Fear Learning and Anxiety Response), open-source software in the form of a smartphone app and web portal for the creation and delivery of remote fear conditioning experiments. We describe the benefits and challenges associated with the creation of a remote delivery platform for fear conditioning, before presenting in detail the resultant software suite, and one instance of deploying this using the FLARe Research infrastructure. We provide examples of the application of FLARe to several research questions which illustrate the benefits of the remote approach to experiment delivery. The FLARe smartphone app and web portal are available for use by other researchers and have been designed to be user-friendly and intuitive. We hope that FLARe will be a useful tool for those interested in conducting well-powered fear conditioning studies to inform our understanding of the development and treatment of anxiety disorders.
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Affiliation(s)
- T. McGregor
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | - K. L. Purves
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, UK
| | - T. Barry
- Experimental Psychopathology Lab, Department of Psychology, The University of Hong Kong, Hong Kong, Hong Kong
| | - E. Constantinou
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- Department of Psychology, University of Cyprus, Nicosia, Cyprus
| | - M. G. Craske
- Department of Psychology and Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA USA
| | - G. Breen
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, UK
| | - K. S. Young
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, UK
| | - T. C. Eley
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, UK
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Purves KL, Krebs G, McGregor T, Constantinou E, Lester KJ, Barry TJ, Craske MG, Young KS, Breen G, Eley TC. Evidence for distinct genetic and environmental influences on fear acquisition and extinction. Psychol Med 2023; 53:1106-1114. [PMID: 34474701 PMCID: PMC9975999 DOI: 10.1017/s0033291721002580] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 05/27/2021] [Accepted: 06/08/2021] [Indexed: 12/28/2022]
Abstract
BACKGROUND Anxiety disorders are highly prevalent with an early age of onset. Understanding the aetiology of disorder emergence and recovery is important for establishing preventative measures and optimising treatment. Experimental approaches can serve as a useful model for disorder and recovery relevant processes. One such model is fear conditioning. We conducted a remote fear conditioning paradigm in monozygotic and dizygotic twins to determine the degree and extent of overlap between genetic and environmental influences on fear acquisition and extinction. METHODS In total, 1937 twins aged 22-25 years, including 538 complete pairs from the Twins Early Development Study took part in a fear conditioning experiment delivered remotely via the Fear Learning and Anxiety Response (FLARe) smartphone app. In the fear acquisition phase, participants were exposed to two neutral shape stimuli, one of which was repeatedly paired with a loud aversive noise, while the other was never paired with anything aversive. In the extinction phase, the shapes were repeatedly presented again, this time without the aversive noise. Outcomes were participant ratings of how much they expected the aversive noise to occur when they saw either shape, throughout each phase. RESULTS Twin analyses indicated a significant contribution of genetic effects to the initial acquisition and consolidation of fear, and the extinction of fear (15, 30 and 15%, respectively) with the remainder of variance due to the non-shared environment. Multivariate analyses revealed that the development of fear and fear extinction show moderate genetic overlap (genetic correlations 0.4-0.5). CONCLUSIONS Fear acquisition and extinction are heritable, and share some, but not all of the same genetic influences.
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Affiliation(s)
- K. L. Purves
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, UK
| | - G. Krebs
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
- National and Specialist OCD and Related Disorders Clinic for Young People, South London and Maudsley, London, UK
| | - T. McGregor
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - E. Constantinou
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - K. J. Lester
- School of Psychology, University of Sussex, Brighton, Sussex, UK
| | - T. J. Barry
- Experimental Psychopathology Lab, Department of Psychology, The University of Hong Kong, Pok Fu Lam, Hong Kong
| | - M. G. Craske
- Department of Psychology, University of California, Los Angeles, California, USA
| | - K. S. Young
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - G. Breen
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
- NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, UK
| | - T. C. Eley
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
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Garrelfs S, Frishberg Y, Hulton S, Koren M, O’Riordan W, Cochat P, Deschenes G, Shasha-Lavsky H, Saland J, van’t Hoff W, Fuster D, Magen D, Moochhala S, Schalk G, Simkova E, Groothoff J, Sas D, Meliambro K, Lu J, Garg P, Gansner J, McGregor T, Lieske J. ILLUMINATE-A, une étude de phase 3 du lumasiran, un ARNi thérapeutique expérimental, chez les enfants et les adultes atteints d’hyperoxalurie primaire de type 1. Nephrol Ther 2020. [DOI: 10.1016/j.nephro.2020.07.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Purves KL, Constantinou E, McGregor T, Lester KJ, Barry TJ, Treanor M, Sun M, Margraf J, Craske MG, Breen G, Eley TC. Validating the use of a smartphone app for remote administration of a fear conditioning paradigm. Behav Res Ther 2019; 123:103475. [PMID: 31639526 PMCID: PMC6891256 DOI: 10.1016/j.brat.2019.103475] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2019] [Revised: 08/02/2019] [Accepted: 09/09/2019] [Indexed: 01/10/2023]
Abstract
Fear conditioning models key processes related to the development, maintenance and treatment of anxiety disorders and is associated with group differences in anxiety. However, laboratory administration of tasks is time and cost intensive, precluding assessment in large samplesnecessary for the analysis of individual differences. This study introduces a newly developed smartphone app that delivers a fear conditioning paradigm remotely using a loud human scream as an aversive stimulus. Three groups of participants (total n = 152) took part in three studies involving a differential fear conditioning experiment to assess the reliability and validity of a smartphone administered fear conditioning paradigm. This comprised of fear acquisition, generalisation, extinction, and renewal phases during which online US-expectancy ratings were collected during every trial with evaluative ratings of negative affect at three time points. We show that smartphone app delivery of a fear conditioning paradigm results in a pattern of fear learning comparable to traditional laboratory delivery and is able to detect individual differences in performance that show comparable associations with anxiety to the prior group differences literature.
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Affiliation(s)
- K L Purves
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - E Constantinou
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - T McGregor
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK
| | - K J Lester
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK; School of Psychology, University of Sussex, Brighton, Sussex, UK
| | - T J Barry
- Experimental Psychopathology Lab, Department of Psychology, The University of Hong Kong, Hong Kong
| | - M Treanor
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - M Sun
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - J Margraf
- Mental Health Research and Treatment Center, Rurh-University Bochum, Bochum, Germany
| | - M G Craske
- Department of Psychology, University of California, Los Angeles, CA, USA
| | - G Breen
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK; NIHR Biomedical Research Centre for Mental Health, South London and Maudsley NHS Trust, London, UK.
| | - T C Eley
- King's College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, London, UK.
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Oakenfull S, McGregor T, Ramtin F, Stanhope J, Zinzan S. Re: WILSTAAR. Int J Lang Commun Disord 2001; 36:135-138. [PMID: 11221430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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McGregor T. Drug selection concerns more than rhetoric. Am Pharm 1988; NS28:6. [PMID: 3369347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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McGregor T. Generics: friend or foe? Am Pharm 1987; NS27:18-21. [PMID: 3591635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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McGregor T. Can independent pharmacy survive? Am Pharm 1984; NS24:5-8. [PMID: 6720574 DOI: 10.1016/s0160-3450(16)32263-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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McGregor T. A pharmacy oral hygiene center. Am Pharm 1983; NS23:31, 34-5. [PMID: 6869241 DOI: 10.1016/s0160-3450(16)31934-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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Soudek D, McGregor T. Fragile sites in chromosomes. Can Med Assoc J 1981; 124:121, 124. [PMID: 7459775 PMCID: PMC1705165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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McGregor T. Dentist and pharmacist: newest care team. Dent Stud 1977; 55:48-50. [PMID: 283957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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McGregor T. Pharmacy and dentistry. Greater Milw Dent Bull 1972; 38:98-9. [PMID: 4501260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Irons JV, Bohls SW, McGregor T, Thurman DC. Probable Role of the Cat Flea, Ctenocephalides Felis, in Transmission of Murine Typhus. Am J Trop Med Hyg 1944. [DOI: 10.4269/ajtmh.1944.s1-24.359] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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