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Le Duc W, Butler CR, Argyropoulos GPD, Chu S, Hutcherson C, Ruocco AC, Ito R, Lee ACH. Hippocampal damage disrupts the latent decision-making processes underlying approach-avoidance conflict processing in humans. PLoS Biol 2025; 23:e3003033. [PMID: 39932954 PMCID: PMC11849986 DOI: 10.1371/journal.pbio.3003033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 02/24/2025] [Accepted: 01/23/2025] [Indexed: 02/13/2025] Open
Abstract
Rodent and human data implicate the hippocampus in the arbitration of approach-avoidance conflict (AAC), which arises when an organism is confronted with a stimulus associated simultaneously with reward and punishment. Yet, the precise contributions of this structure are underexplored, particularly with respect to the decision-making processes involved. We assessed humans with hippocampal damage and matched neurologically healthy controls on a computerized AAC paradigm in which participants first learned whether individual visual images were associated with the reward or loss of game points and were then asked to approach or avoid pairs of stimuli with non-conflicting or conflicting valences. To assess hippocampal involvement more broadly in response conflict, we also administered a Stroop and a Go/No-go task. On the AAC paradigm, following similar learning outcomes in individuals with hippocampal damage and matched controls, both participant groups approached positive and negative image pairs at the same rate but critically, those with hippocampal damage approached conflict pairs more often than controls. Choice and response AAC data were interrogated using the hierarchical drift diffusion model, which revealed that, compared to controls, individuals with hippocampal damage were more biased towards approach, required less evidence to make a decision during conflict trials, and were slower to accumulate evidence towards avoidance when confronted with conflicting image pairs. No significant differences were found between groups in performance accuracy or response time on the response conflict tasks. Taken together, these findings demonstrate the importance of the hippocampus to the evidence accumulation processes supporting value-based decision-making under motivational conflict.
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Affiliation(s)
- Willem Le Duc
- Department of Psychological Clinical Science, University of Toronto, Toronto, Canada
| | - Christopher R. Butler
- Department of Brain Sciences, Imperial College London, London, United Kingdom
- The George Institute for Global Health, London, United Kingdom
| | | | - Sonja Chu
- Department of Psychological Clinical Science, University of Toronto, Toronto, Canada
| | - Cendri Hutcherson
- Department of Psychological Clinical Science, University of Toronto, Toronto, Canada
- Department of Psychology (Scarborough), University of Toronto, Toronto, Canada
- Rotman School of Management, University of Toronto, Toronto, Canada
| | - Anthony C. Ruocco
- Department of Psychological Clinical Science, University of Toronto, Toronto, Canada
- Department of Psychology (Scarborough), University of Toronto, Toronto, Canada
| | - Rutsuko Ito
- Department of Psychological Clinical Science, University of Toronto, Toronto, Canada
- Department of Psychology (Scarborough), University of Toronto, Toronto, Canada
- Department of Cell & Systems Biology, University of Toronto, Toronto, Canada
| | - Andy C. H. Lee
- Department of Psychological Clinical Science, University of Toronto, Toronto, Canada
- Department of Psychology (Scarborough), University of Toronto, Toronto, Canada
- Rotman Research Institute, Baycrest Centre, Toronto, Canada
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Cross ZR, Gray SM, Dede AJO, Rivera YM, Yin Q, Vahidi P, Rau EMB, Cyr C, Holubecki AM, Asano E, Lin JJ, McManus OK, Sattar S, Saez I, Girgis F, King-Stephens D, Weber PB, Laxer KD, Schuele SU, Rosenow JM, Wu JY, Lam SK, Raskin JS, Chang EF, Shaikhouni A, Brunner P, Roland JL, Braga RM, Knight RT, Ofen N, Johnson EL. The development of aperiodic neural activity in the human brain. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.08.622714. [PMID: 39574667 PMCID: PMC11581045 DOI: 10.1101/2024.11.08.622714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
The neurophysiological mechanisms supporting brain maturation are fundamental to attention and memory capacity across the lifespan. Human brain regions develop at different rates, with many regions developing into the third and fourth decades of life. Here, in this preregistered study (https://osf.io/gsru7), we analyzed intracranial EEG (iEEG) recordings from widespread brain regions in a large developmental cohort. Using task-based (i.e., attention to-be-remembered visual stimuli) and task-free (resting-state) data from 101 children and adults (5.93 - 54.00 years, 63 males; n electrodes = 5691), we mapped aperiodic (1/ƒ-like) activity, a proxy of excitation:inhibition (E:I) balance with steeper slopes indexing inhibition and flatter slopes indexing excitation. We reveal that aperiodic slopes flatten with age into young adulthood in both association and sensorimotor cortices, challenging models of early sensorimotor development based on brain structure. In prefrontal cortex (PFC), attentional state modulated age effects, revealing steeper task-based than task-free slopes in adults and the opposite in children, consistent with the development of cognitive control. Age-related differences in task-based slopes also explained age-related gains in memory performance, linking the development of PFC cognitive control to the development of memory. Last, with additional structural imaging measures, we reveal that age-related differences in gray matter volume are differentially associated with aperiodic slopes in association and sensorimotor cortices. Our findings establish developmental trajectories of aperiodic activity in localized brain regions and illuminate the development of PFC inhibitory control during adolescence in the development of attention and memory.
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Affiliation(s)
| | | | | | | | - Qin Yin
- Wayne State University
- University of Texas, Dallas
| | | | | | | | | | | | | | | | - Shifteh Sattar
- University of California, San Diego, and Rady Children’s Hospital
| | - Ignacio Saez
- University of California, Davis
- University of Calgary
| | - Fady Girgis
- University of California, Davis
- University of Calgary
| | | | | | | | | | | | - Joyce Y. Wu
- Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - Sandi K. Lam
- Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - Jeffrey S. Raskin
- Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | | | | | | | - Jarod L. Roland
- Washington University in St. Louis
- Department of Neurosurgery, Washington University in St Louis
| | | | | | - Noa Ofen
- Wayne State University
- University of Texas, Dallas
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Aquino TG, Cockburn J, Mamelak AN, Rutishauser U, O'Doherty JP. Neurons in human pre-supplementary motor area encode key computations for value-based choice. Nat Hum Behav 2023; 7:970-985. [PMID: 36959327 PMCID: PMC10330469 DOI: 10.1038/s41562-023-01548-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 02/02/2023] [Indexed: 03/25/2023]
Abstract
Adaptive behaviour in real-world environments requires that choices integrate several variables, including the novelty of the options under consideration, their expected value and uncertainty in value estimation. Here, to probe how integration over decision variables occurs during decision-making, we recorded neurons from the human pre-supplementary motor area (preSMA), ventromedial prefrontal cortex and dorsal anterior cingulate. Unlike the other areas, preSMA neurons not only represented separate pre-decision variables for each choice option but also encoded an integrated utility signal for each choice option and, subsequently, the decision itself. Post-decision encoding of variables for the chosen option was more widely distributed and especially prominent in the ventromedial prefrontal cortex. Our findings position the human preSMA as central to the implementation of value-based decisions.
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Affiliation(s)
- Tomas G Aquino
- Computation and Neural Systems, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA.
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | - Jeffrey Cockburn
- Division of Humanities and Social Sciences, California Institute of Technology, Pasadena, CA, USA
| | - Adam N Mamelak
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ueli Rutishauser
- Computation and Neural Systems, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - John P O'Doherty
- Computation and Neural Systems, Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, USA
- Division of Humanities and Social Sciences, California Institute of Technology, Pasadena, CA, USA
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Fu Z, Beam D, Chung JM, Reed CM, Mamelak AN, Adolphs R, Rutishauser U. The geometry of domain-general performance monitoring in the human medial frontal cortex. Science 2022; 376:eabm9922. [PMID: 35511978 DOI: 10.1126/science.abm9922] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Controlling behavior to flexibly achieve desired goals depends on the ability to monitor one's own performance. It is unknown how performance monitoring can be both flexible, to support different tasks, and specialized, to perform each task well. We recorded single neurons in the human medial frontal cortex while subjects performed two tasks that involve three types of cognitive conflict. Neurons encoding conflict probability, conflict, and error in one or both tasks were intermixed, forming a representational geometry that simultaneously allowed task specialization and generalization. Neurons encoding conflict retrospectively served to update internal estimates of conflict probability. Population representations of conflict were compositional. These findings reveal how representations of evaluative signals can be both abstract and task-specific and suggest a neuronal mechanism for estimating control demand.
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Affiliation(s)
- Zhongzheng Fu
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Division of Humanities and Social Sciences, California Institute of Technology, Pasadena, CA, USA
| | - Danielle Beam
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jeffrey M Chung
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Chrystal M Reed
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Adam N Mamelak
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ralph Adolphs
- Division of Humanities and Social Sciences, California Institute of Technology, Pasadena, CA, USA.,Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA
| | - Ueli Rutishauser
- Department of Neurosurgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Division of Biology and Bioengineering, California Institute of Technology, Pasadena, CA, USA.,Center for Neural Science and Medicine, Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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