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Sullivan MA, Fritch HA, Slotnick SD. Spatial memory encoding is associated with the anterior and posterior hippocampus: An fMRI activation likelihood estimation meta-analysis. Hippocampus 2024. [PMID: 39150234 DOI: 10.1002/hipo.23632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 06/15/2024] [Accepted: 07/31/2024] [Indexed: 08/17/2024]
Abstract
It has been hypothesized that differential processing occurs along the longitudinal (anterior-posterior) axis of the hippocampus. One hypothesis is that spatial memory (during both encoding and retrieval) is associated with the posterior hippocampus. An alternative hypothesis is that memory encoding (either spatial or nonspatial) is associated with the anterior hippocampus and memory retrieval is associated with the posterior hippocampus. Of importance, during spatial memory encoding, the spatial-posterior hypothesis predicts posterior hippocampal involvement, whereas the encoding-retrieval hypothesis predicts anterior hippocampal involvement. To distinguish between these hypotheses, we conducted a coordinate-based fMRI activation likelihood estimation (ALE) meta-analysis of 26 studies (with a total of 435 participants) that reported hippocampal activity during spatial memory encoding and/or spatial memory retrieval. Both spatial memory encoding and spatial memory retrieval produced extensive activity along the longitudinal axis of the hippocampus as well as the entorhinal cortex, the perirhinal cortex, and the parahippocampal cortex. Critically, the contrast of spatial memory encoding and spatial memory retrieval produced activations in both the anterior hippocampus and the posterior hippocampus. That spatial memory encoding produced activity in both the anterior and posterior hippocampus can be taken to reject strict forms of the spatial-posterior hypothesis, which stipulates that all forms of spatial memory produce activity in the posterior hippocampus, and the encoding-retrieval hypothesis, which stipulates that all forms of encoding versus retrieval produce activity in only the anterior hippocampus. Our results indicate that spatial memory encoding can involve the anterior hippocampus and the posterior hippocampus.
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Affiliation(s)
- Madeline A Sullivan
- Department of Psychology and Neuroscience, Boston College, Chestnut Hill, Massachusetts, USA
| | - Haley A Fritch
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Scott D Slotnick
- Department of Psychology and Neuroscience, Boston College, Chestnut Hill, Massachusetts, USA
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2
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Karpov G, Lin MH, Headley DB, Baker TE. Oscillatory correlates of threat imminence during virtual navigation. Psychophysiology 2024; 61:e14551. [PMID: 38516942 DOI: 10.1111/psyp.14551] [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: 09/21/2023] [Revised: 01/18/2024] [Accepted: 02/10/2024] [Indexed: 03/23/2024]
Abstract
The Predatory Imminence Continuum Theory proposes that defensive behaviors depend on the proximity of a threat. While the neural mechanisms underlying this proposal are well studied in animal models, it remains poorly understood in humans. To address this issue, we recorded EEG from 24 (15 female) young adults engaged in a first-person virtual reality Risk-Reward interaction task. On each trial, participants were placed in a virtual room and presented with either a threat or reward conditioned stimulus (CS) in the same room location (proximal) or different room location (distal). Behaviorally, all participants learned to avoid the threat-CS, with most using the optimal behavior to actively avoid the proximal threat-CS (88% accuracy) and passively avoid the distal threat-CS (69% accuracy). Similarly, participants learned to actively approach the distal reward-CS (82% accuracy) and to remain passive to the proximal reward-CS (72% accuracy). At an electrophysiological level, we observed a general increase in theta power (4-8 Hz) over the right posterior channel P8 across all conditions, with the proximal threat-CS evoking the largest theta response. By contrast, distal cues induced two bursts of gamma (30-60 Hz) power over midline-parietal channel Pz (200 msec post-cue) and right frontal channel Fp2 (300 msec post-cue). Interestingly, the first burst of gamma power was sensitive to the distal threat-CS and the second burst at channel Fp2 was sensitive to the distal reward-CS. Together, these findings demonstrate that oscillatory processes differentiate between the spatial proximity information during threat and reward encoding, likely optimizing the selection of the appropriate behavioral response.
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Affiliation(s)
- Galit Karpov
- Center for Molecular and Behavioral Neuroscience, Rutgers State University, Newark, New Jersey, USA
| | - Mei-Heng Lin
- Center for Molecular and Behavioral Neuroscience, Rutgers State University, Newark, New Jersey, USA
| | - Drew B Headley
- Center for Molecular and Behavioral Neuroscience, Rutgers State University, Newark, New Jersey, USA
| | - Travis E Baker
- Center for Molecular and Behavioral Neuroscience, Rutgers State University, Newark, New Jersey, USA
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de Brouwer AJ, Areshenkoff CN, Rashid MR, Flanagan JR, Poppenk J, Gallivan JP. Human Variation in Error-Based and Reinforcement Motor Learning Is Associated With Entorhinal Volume. Cereb Cortex 2022; 32:3423-3440. [PMID: 34963128 PMCID: PMC9376876 DOI: 10.1093/cercor/bhab424] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 11/01/2021] [Accepted: 11/03/2021] [Indexed: 12/31/2022] Open
Abstract
Error-based and reward-based processes are critical for motor learning and are thought to be mediated via distinct neural pathways. However, recent behavioral work in humans suggests that both learning processes can be bolstered by the use of cognitive strategies, which may mediate individual differences in motor learning ability. It has been speculated that medial temporal lobe regions, which have been shown to support motor sequence learning, also support the use of cognitive strategies in error-based and reinforcement motor learning. However, direct evidence in support of this idea remains sparse. Here we first show that better overall learning during error-based visuomotor adaptation is associated with better overall learning during the reward-based shaping of reaching movements. Given the cognitive contribution to learning in both of these tasks, these results support the notion that strategic processes, associated with better performance, drive intersubject variation in both error-based and reinforcement motor learning. Furthermore, we show that entorhinal cortex volume is larger in better learning individuals-characterized across both motor learning tasks-compared with their poorer learning counterparts. These results suggest that individual differences in learning performance during error and reinforcement learning are related to neuroanatomical differences in entorhinal cortex.
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Affiliation(s)
- Anouk J de Brouwer
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Corson N Areshenkoff
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada
- Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Mohammad R Rashid
- School of Computing, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - J Randall Flanagan
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada
- Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Jordan Poppenk
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada
- Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada
- School of Computing, Queen’s University, Kingston, ON K7L 3N6, Canada
| | - Jason P Gallivan
- Centre for Neuroscience Studies, Queen’s University, Kingston, ON K7L 3N6, Canada
- Department of Psychology, Queen’s University, Kingston, ON K7L 3N6, Canada
- Department of Biomedical and Molecular Sciences, Queen’s University, Kingston, ON K7L 3N6, Canada
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Scalp recorded theta activity is modulated by reward, direction, and speed during virtual navigation in freely moving humans. Sci Rep 2022; 12:2041. [PMID: 35132101 PMCID: PMC8821620 DOI: 10.1038/s41598-022-05955-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 01/18/2022] [Indexed: 12/04/2022] Open
Abstract
Theta oscillations (~ 4–12 Hz) are dynamically modulated by speed and direction in freely moving animals. However, due to the paucity of electrophysiological recordings of freely moving humans, this mechanism remains poorly understood. Here, we combined mobile-EEG with fully immersive virtual-reality to investigate theta dynamics in 22 healthy adults (aged 18–29 years old) freely navigating a T-maze to find rewards. Our results revealed three dynamic periods of theta modulation: (1) theta power increases coincided with the participants’ decision-making period; (2) theta power increased for fast and leftward trials as subjects approached the goal location; and (3) feedback onset evoked two phase-locked theta bursts over the right temporal and frontal-midline channels. These results suggest that recording scalp EEG in freely moving humans navigating a simple virtual T-maze can be utilized as a powerful translational model by which to map theta dynamics during “real-life” goal-directed behavior in both health and disease.
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Török Á, Kóbor A, Persa G, Galambos P, Baranyi P, Csépe V, Honbolygó F. Temporal dynamics of object location processing in allocentric reference frame. Psychophysiology 2017; 54:1346-1358. [PMID: 28480967 DOI: 10.1111/psyp.12886] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Revised: 02/27/2017] [Accepted: 03/31/2017] [Indexed: 11/28/2022]
Abstract
The spatial location of objects is processed in egocentric and allocentric reference frames, the early temporal dynamics of which have remained relatively unexplored. Previous experiments focused on ERP components related only to egocentric navigation. Thus, we designed a virtual reality experiment to see whether allocentric reference frame-related ERP modulations can also be registered. Participants collected reward objects at the end of the west and east alleys of a cross maze, and their ERPs to the feedback objects were measured. Participants made turn choices from either the south or the north alley randomly in each trial. In this way, we were able to discern place and response coding of object location. Behavioral results indicated a strong preference for using the allocentric reference frame and a preference for choosing the rewarded place in the next trial, suggesting that participants developed probabilistic expectations between places and rewards. We also found that the amplitude of the P1 was sensitive to the allocentric place of the reward object, independent of its value. We did not find evidence for egocentric response learning. These results show that early ERPs are sensitive to the location of objects during navigation in an allocentric reference frame.
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Affiliation(s)
- Ágoston Török
- Brain Imaging Centre, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary.,Systems and Control Laboratory, Institute for Computer Science and Control, Hungarian Academy of Sciences, Budapest, Hungary.,Department of Cognitive Psychology, Faculty of Pedagogy and Psychology, Eötvös Loránd University, Budapest, Hungary
| | - Andrea Kóbor
- Brain Imaging Centre, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - György Persa
- 3D Internet-based Control and Communications Laboratory, Institute for Computer Science and Control, Hungarian Academy of Sciences, Budapest, Hungary.,Faculty of Informatics, Széchenyi István University, Győr, Hungary
| | - Péter Galambos
- 3D Internet-based Control and Communications Laboratory, Institute for Computer Science and Control, Hungarian Academy of Sciences, Budapest, Hungary.,Antal Bejczy Center for Intelligent Robotics, Óbuda University, Budapest, Hungary
| | - Péter Baranyi
- 3D Internet-based Control and Communications Laboratory, Institute for Computer Science and Control, Hungarian Academy of Sciences, Budapest, Hungary.,Faculty of Informatics, Széchenyi István University, Győr, Hungary
| | - Valéria Csépe
- Brain Imaging Centre, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary
| | - Ferenc Honbolygó
- Brain Imaging Centre, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary.,Department of Cognitive Psychology, Faculty of Pedagogy and Psychology, Eötvös Loránd University, Budapest, Hungary
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Arbel Y, Hong L, Baker TE, Holroyd CB. It's all about timing: An electrophysiological examination of feedback-based learning with immediate and delayed feedback. Neuropsychologia 2017; 99:179-186. [DOI: 10.1016/j.neuropsychologia.2017.03.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2016] [Revised: 02/26/2017] [Accepted: 03/02/2017] [Indexed: 11/25/2022]
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Multivoxel Pattern Analysis Reveals 3D Place Information in the Human Hippocampus. J Neurosci 2017; 37:4270-4279. [PMID: 28320847 PMCID: PMC5413175 DOI: 10.1523/jneurosci.2703-16.2017] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 01/10/2017] [Accepted: 02/13/2017] [Indexed: 11/21/2022] Open
Abstract
The spatial world is three dimensional (3D) and humans and other animals move both horizontally and vertically within it. Extant neuroscientific studies have typically investigated spatial navigation on a horizontal 2D plane, leaving much unknown about how 3D spatial information is represented in the brain. Specifically, horizontal and vertical information may be encoded in the same or different neural structures with equal or unequal sensitivity. Here, we investigated these possibilities using fMRI while participants were passively moved within a 3D lattice structure as if riding a rollercoaster. Multivoxel pattern analysis was used to test for the existence of information relating to where and in which direction participants were heading in this virtual environment. Behaviorally, participants had similarly accurate memory for vertical and horizontal locations and the right anterior hippocampus (HC) expressed place information that was sensitive to changes along both horizontal and vertical axes. This is suggestive of isotropic 3D place encoding. In contrast, participants indicated their heading direction faster and more accurately when they were heading in a tilted-up or tilted-down direction. This direction information was expressed in the right retrosplenial cortex and posterior HC and was only sensitive to vertical pitch, which could reflect the importance of the vertical (gravity) axis as a reference frame. Overall, our findings extend previous knowledge of how we represent the spatial world and navigate within it by taking into account the important third dimension. SIGNIFICANCE STATEMENT The spatial world is 3D. We can move horizontally across surfaces, but also vertically, going up slopes or stairs. Little is known about how the brain supports representations of 3D space. A key question is whether horizontal and vertical information is equally well represented. Here, we measured fMRI response patterns while participants moved within a virtual 3D environment and found that the anterior hippocampus (HC) expressed location information that was sensitive to the vertical and horizontal axes. In contrast, information about heading direction, found in retrosplenial cortex and posterior HC, favored the vertical axis, perhaps due to gravity effects. These findings provide new insights into how we represent our spatial 3D world and navigate within it.
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