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Huang S, Faul L, Parikh N, LaBar KS, De Brigard F. Counterfactual thinking induces different neural patterns of memory modification in anxious individuals. Sci Rep 2024; 14:10630. [PMID: 38724623 PMCID: PMC11082200 DOI: 10.1038/s41598-024-61545-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 05/07/2024] [Indexed: 05/12/2024] Open
Abstract
Episodic counterfactual thinking (eCFT) is the process of mentally simulating alternate versions of experiences, which confers new phenomenological properties to the original memory and may be a useful therapeutic target for trait anxiety. However, it remains unclear how the neural representations of a memory change during eCFT. We hypothesized that eCFT-induced memory modification is associated with changes to the neural pattern of a memory primarily within the default mode network, moderated by dispositional anxiety levels. We tested this proposal by examining the representational dynamics of eCFT for 39 participants varying in trait anxiety. During eCFT, lateral parietal regions showed progressively more distinct activity patterns, whereas medial frontal neural activity patterns became more similar to those of the original memory. Neural pattern similarity in many default mode network regions was moderated by trait anxiety, where highly anxious individuals exhibited more generalized representations for upward eCFT (better counterfactual outcomes), but more distinct representations for downward eCFT (worse counterfactual outcomes). Our findings illustrate the efficacy of examining eCFT-based memory modification via neural pattern similarity, as well as the intricate interplay between trait anxiety and eCFT generation.
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Affiliation(s)
- Shenyang Huang
- Department of Psychology and Neuroscience, Duke University, Durham, NC, 27708, USA.
- Center for Cognitive Neuroscience, Duke University, Durham, NC, 27708, USA.
| | - Leonard Faul
- Department of Psychology and Neuroscience, Boston College, Chestnut Hill, MA, 02467, USA
| | - Natasha Parikh
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Kevin S LaBar
- Department of Psychology and Neuroscience, Duke University, Durham, NC, 27708, USA
- Center for Cognitive Neuroscience, Duke University, Durham, NC, 27708, USA
| | - Felipe De Brigard
- Department of Psychology and Neuroscience, Duke University, Durham, NC, 27708, USA.
- Center for Cognitive Neuroscience, Duke University, Durham, NC, 27708, USA.
- Department of Philosophy, Duke University, Durham, NC, 27708, USA.
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Doan T, Denison S, Friedman O. Close counterfactuals and almost doing the impossible. Psychon Bull Rev 2024; 31:187-195. [PMID: 37488463 DOI: 10.3758/s13423-023-02335-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/07/2023] [Indexed: 07/26/2023]
Abstract
Can we feel that an unrealized outcome nearly happened if it was never possible in the first place? People often consider counterfactual events that did not happen, and some counterfactuals seem so close to reality that people say they "almost" or "easily could have" happened. Across four preregistered experiments (total N = 1,228), we investigated how judgments of counterfactual closeness depend on possibility, and whether this varies across two kinds of close counterfactuals. In judging whether outcomes almost happened, participants were more strongly impacted by possibility than by incremental manipulations of probability. In contrast, when judging whether outcomes easily could have happened, participants treated the distinction between impossible and possible like any other variation in probability. Both kinds of judgments were also impacted by propensity, though these effects were comparatively small. Together, these findings reveal novel differences between the two kinds of close counterfactuals and suggest that while possibility is privileged when judging what almost happened, probability is the focus when judging what easily could have happened.
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Affiliation(s)
- Tiffany Doan
- Department of Psychology, University of Waterloo, 200 University Avenue W, Waterloo, Ontario, N2L 3G1, Canada.
| | - Stephanie Denison
- Department of Psychology, University of Waterloo, 200 University Avenue W, Waterloo, Ontario, N2L 3G1, Canada
| | - Ori Friedman
- Department of Psychology, University of Waterloo, 200 University Avenue W, Waterloo, Ontario, N2L 3G1, Canada
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Miceli K, Morales-Torres R, Khoudary A, Faul L, Parikh N, De Brigard F. Perceived plausibility modulates hippocampal activity in episodic counterfactual thinking. Hippocampus 2024; 34:2-6. [PMID: 37904663 DOI: 10.1002/hipo.23583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Revised: 09/25/2023] [Accepted: 10/07/2023] [Indexed: 11/01/2023]
Abstract
Episodic counterfactual thinking (ECT) consists of imagining alternative outcomes to past personal events. Previous research has shown that ECT shares common neural substrates with episodic future thinking (EFT): our ability to imagine possible future events. Both ECT and EFT have been shown to critically depend on the hippocampus, and past research has explored hippocampal engagement as a function of the perceived plausibility of an imagined future event. However, the extent to which the hippocampus is modulated by perceived plausibility during ECT is unknown. In this study, we combine two functional magnetic resonance imaging datasets to investigate whether perceived plausibility modulates hippocampal activity during ECT. Our results indicate that plausibility parametrically modulates hippocampal activity during ECT, and that such modulation is confined to the left anterior portion of the hippocampus. Moreover, our results indicate that this modulation is positive, such that increased activity in the left anterior hippocampus is associated with higher ratings of ECT plausibility. We suggest that neither effort nor difficulty alone can account for these results, and instead suggest possible alternatives to explain the role of the hippocampus during the construction of plausible and implausible ECT.
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Affiliation(s)
- Kaylee Miceli
- Department of Philosophy, Duke University, Durham, North Carolina, USA
- Center for Cognitive Neuroscience, Levine Science Research Center, Duke University, Durham, North Carolina, USA
| | - Ricardo Morales-Torres
- Center for Cognitive Neuroscience, Levine Science Research Center, Duke University, Durham, North Carolina, USA
- Department of Psychology and Neuroscience, Duke University, Durham, North Carolina, USA
| | - Ari Khoudary
- Department of Cognitive Sciences, University of California, Irvine, Irvine, California, USA
| | - Leonard Faul
- Center for Cognitive Neuroscience, Levine Science Research Center, Duke University, Durham, North Carolina, USA
| | - Natasha Parikh
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA
| | - Felipe De Brigard
- Department of Philosophy, Duke University, Durham, North Carolina, USA
- Center for Cognitive Neuroscience, Levine Science Research Center, Duke University, Durham, North Carolina, USA
- Department of Psychology and Neuroscience, Duke University, Durham, North Carolina, USA
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Redshaw J, Ganea PA. Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210333. [PMID: 36314156 PMCID: PMC9620743 DOI: 10.1098/rstb.2021.0333] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 09/01/2022] [Indexed: 11/05/2022] Open
Abstract
Humans possess the remarkable capacity to imagine possible worlds and to demarcate possibilities and impossibilities in reasoning. We can think about what might happen in the future and consider what the present would look like had the past turned out differently. We reason about cause and effect, weigh up alternative courses of action and regret our mistakes. In this theme issue, leading experts from across the life sciences provide ground-breaking insights into the proximate questions of how thinking about possibilities works and develops, and the ultimate questions of its adaptive functions and evolutionary history. Together, the contributions delineate neurophysiological, cognitive and social mechanisms involved in mentally simulating possible states of reality; and point to conceptual changes in the understanding of singular and multiple possibilities during human development. The contributions also demonstrate how thinking about possibilities can augment learning, decision-making and judgement, and highlight aspects of the capacity that appear to be shared with non-human animals and aspects that may be uniquely human. Throughout the issue, it becomes clear that many developmental milestones achieved during childhood, and many of the most significant evolutionary and cultural triumphs of the human species, can only be understood with reference to increasingly complex reasoning about possibilities. This article is part of the theme issue 'Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny'.
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Affiliation(s)
- Jonathan Redshaw
- School of Psychology, The University of Queensland, Brisbane 4072, Australia
| | - Patricia A. Ganea
- Department of Applied Psychology and Human Development, University of Toronto, Toronto, Canada M5S 1V6
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Khoudary A, O'Neill K, Faul L, Murray S, Smallman R, De Brigard F. Neural differences between internal and external episodic counterfactual thoughts. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210337. [PMID: 36314151 PMCID: PMC9620758 DOI: 10.1098/rstb.2021.0337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 05/16/2022] [Indexed: 07/26/2023] Open
Abstract
Episodic counterfactual thoughts (eCFT) consist of imagining alternative outcomes to past experiences. A common sub-class of eCFT-upward eCFT-involves imagining how past negative experiences could have been better, either because one could have done something differently (internal) or because something about the circumstances could have been different (external). Although previous neuroimaging research has shown that the brain's default mode network (DMN) supports upward eCFT, it is unclear how it is differentially recruited during internal versus external upward eCFT. We collected functional magnetic resonance imaging data while participants remembered negative autobiographical memories, generated either internal or external upward eCFT for the memory, and then rated the plausibility, perceived control and difficulty of eCFT generation. Both internal and external eCFT engaged midline regions of cingulate cortex, a central node of the DMN. Most activity differentiating eCFT, however, occurred outside the DMN. External eCFT engaged cuneus, angular gyrus and precuneus, whereas internal eCFT engaged posterior cingulate and precentral gyrus. Angular gyrus and precuneus were additionally sensitive to perceived plausibility of external eCFT, while postcentral gyrus and insula activity scaled with perceived plausibility of internal eCFT. These results highlight the key brain regions that might be involved in cases of maladaptive mental simulations. This article is part of the theme issue 'Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny'.
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Affiliation(s)
- Ari Khoudary
- Center for Cognitive Neuroscience, Duke University, Levine Science Research Center, 308 Research Drive, C03E, Durham, NC 27708, USA
- Department of Philosophy, Duke University, Durham, NC 27708, USA
| | - Kevin O'Neill
- Center for Cognitive Neuroscience, Duke University, Levine Science Research Center, 308 Research Drive, C03E, Durham, NC 27708, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA
| | - Leonard Faul
- Center for Cognitive Neuroscience, Duke University, Levine Science Research Center, 308 Research Drive, C03E, Durham, NC 27708, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA
| | - Samuel Murray
- Center for Cognitive Neuroscience, Duke University, Levine Science Research Center, 308 Research Drive, C03E, Durham, NC 27708, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA
| | - Rachel Smallman
- Psychological and Brain Sciences, Texas A&M University, College Station, TX 77843, USA
| | - Felipe De Brigard
- Center for Cognitive Neuroscience, Duke University, Levine Science Research Center, 308 Research Drive, C03E, Durham, NC 27708, USA
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA
- Department of Philosophy, Duke University, Durham, NC 27708, USA
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