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Conditioned inhibitory and excitatory gain modulations of visual cortex in fear conditioning: Effects of analysis strategies of magnetocortical responses.
Psychophysiology. 2017 06; 54(6):882-893.P

Abstract

In unpredictable environments, stimuli that predict potential danger or its absence can change rapidly. Therefore, it is highly adaptive to prioritize incoming sensory information flexibly as a function of prior experience. Previously, these changes have only been conceptualized as excitatory gain increases in sensory cortices for acquired fear-relevant stimuli during associative learning. However, formal descriptions of associative processes by Rescorla and Wagner predict both conditioned excitatory and inhibitory processes in response systems for fear and safety cues, respectively. Magnetocortical steady-state visual evoked fields (ssVEFs) have been shown to vary in amplitude as a function of associative strength. Therefore, we wondered why previous studies reporting ssVEF modulations by fear learning did not observe conditioned inhibition of ssVEF responses for the safety cue. Three analysis strategies were applied: (1) traditional analysis of ssVEF amplitude at occipital MEG sensors, (2) applying a general linear model (GLM) at each sensor, and (3) fitting the same GLM to cortically localized ssVEF responses. First, we replicated previous findings of increased ssVEFs for acquired fear-relevant stimuli using all three analysis strategies. Critically, we demonstrated conditioned inhibition of ssVEF responses for fear-irrelevant cues for specific gradiometer sensor types using the traditional analysis technique and for all sensor types when applying a GLM to the sensor space. However, sensor space effects were rather small. In stark contrast, cortical source space effect sizes were most pronounced. The results of opposing CS+ and CS- modulations in sensory cortex reflect predictions of the Rescorla-Wagner model and current neurobiological findings.

Authors+Show Affiliations

Department of Basic Psychology I, Complutense University of Madrid, Madrid, Spain. Laboratory of Clinical Neuroscience, Center for Biomedical Technology, Polytechnic University of Madrid, Madrid, Spain. Laboratory for Cognitive and Computational Neuroscience, Polytechnic University of Madrid, Madrid, Spain.Autonomous University of Madrid, Madrid, Spain.Laboratory of Clinical Neuroscience, Center for Biomedical Technology, Polytechnic University of Madrid, Madrid, Spain.Department of Basic Psychology I, Complutense University of Madrid, Madrid, Spain. Laboratory for Cognitive and Computational Neuroscience, Polytechnic University of Madrid, Madrid, Spain.

Pub Type(s)

Journal Article
Research Support, Non-U.S. Gov't

Language

eng

PubMed ID

28169431

Citation

Moratti, Stephan, et al. "Conditioned Inhibitory and Excitatory Gain Modulations of Visual Cortex in Fear Conditioning: Effects of Analysis Strategies of Magnetocortical Responses." Psychophysiology, vol. 54, no. 6, 2017, pp. 882-893.
Moratti S, Giménez-Fernández T, Méndez-Bértolo C, et al. Conditioned inhibitory and excitatory gain modulations of visual cortex in fear conditioning: Effects of analysis strategies of magnetocortical responses. Psychophysiology. 2017;54(6):882-893.
Moratti, S., Giménez-Fernández, T., Méndez-Bértolo, C., & de Vicente-Pérez, F. (2017). Conditioned inhibitory and excitatory gain modulations of visual cortex in fear conditioning: Effects of analysis strategies of magnetocortical responses. Psychophysiology, 54(6), 882-893. https://doi.org/10.1111/psyp.12841
Moratti S, et al. Conditioned Inhibitory and Excitatory Gain Modulations of Visual Cortex in Fear Conditioning: Effects of Analysis Strategies of Magnetocortical Responses. Psychophysiology. 2017;54(6):882-893. PubMed PMID: 28169431.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Conditioned inhibitory and excitatory gain modulations of visual cortex in fear conditioning: Effects of analysis strategies of magnetocortical responses. AU - Moratti,Stephan, AU - Giménez-Fernández,Tamara, AU - Méndez-Bértolo,Constantino, AU - de Vicente-Pérez,Francisco, Y1 - 2017/02/07/ PY - 2016/04/18/received PY - 2017/01/05/accepted PY - 2017/2/9/pubmed PY - 2018/3/27/medline PY - 2017/2/8/entrez KW - Conditioned excitation KW - Conditioned inhibition KW - Fear conditioning KW - Sensory cortex KW - Steady-state visual evoked fields KW - steady-state visual evoked potentials SP - 882 EP - 893 JF - Psychophysiology JO - Psychophysiology VL - 54 IS - 6 N2 - In unpredictable environments, stimuli that predict potential danger or its absence can change rapidly. Therefore, it is highly adaptive to prioritize incoming sensory information flexibly as a function of prior experience. Previously, these changes have only been conceptualized as excitatory gain increases in sensory cortices for acquired fear-relevant stimuli during associative learning. However, formal descriptions of associative processes by Rescorla and Wagner predict both conditioned excitatory and inhibitory processes in response systems for fear and safety cues, respectively. Magnetocortical steady-state visual evoked fields (ssVEFs) have been shown to vary in amplitude as a function of associative strength. Therefore, we wondered why previous studies reporting ssVEF modulations by fear learning did not observe conditioned inhibition of ssVEF responses for the safety cue. Three analysis strategies were applied: (1) traditional analysis of ssVEF amplitude at occipital MEG sensors, (2) applying a general linear model (GLM) at each sensor, and (3) fitting the same GLM to cortically localized ssVEF responses. First, we replicated previous findings of increased ssVEFs for acquired fear-relevant stimuli using all three analysis strategies. Critically, we demonstrated conditioned inhibition of ssVEF responses for fear-irrelevant cues for specific gradiometer sensor types using the traditional analysis technique and for all sensor types when applying a GLM to the sensor space. However, sensor space effects were rather small. In stark contrast, cortical source space effect sizes were most pronounced. The results of opposing CS+ and CS- modulations in sensory cortex reflect predictions of the Rescorla-Wagner model and current neurobiological findings. SN - 1540-5958 UR - https://www.unboundmedicine.com/medline/citation/28169431/Conditioned_inhibitory_and_excitatory_gain_modulations_of_visual_cortex_in_fear_conditioning:_Effects_of_analysis_strategies_of_magnetocortical_responses_ DB - PRIME DP - Unbound Medicine ER -