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Boeken OJ, Cieslik EC, Langner R, Markett S. Characterizing functional modules in the human thalamus: coactivation-based parcellation and systems-level functional decoding. Brain Struct Funct 2023; 228:1811-1834. [PMID: 36547707 PMCID: PMC10516793 DOI: 10.1007/s00429-022-02603-w] [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: 08/31/2022] [Accepted: 12/08/2022] [Indexed: 12/24/2022]
Abstract
The human thalamus relays sensory signals to the cortex and facilitates brain-wide communication. The thalamus is also more directly involved in sensorimotor and various cognitive functions but a full characterization of its functional repertoire, particularly in regard to its internal anatomical structure, is still outstanding. As a putative hub in the human connectome, the thalamus might reveal its functional profile only in conjunction with interconnected brain areas. We therefore developed a novel systems-level Bayesian reverse inference decoding that complements the traditional neuroinformatics approach towards a network account of thalamic function. The systems-level decoding considers the functional repertoire (i.e., the terms associated with a brain region) of all regions showing co-activations with a predefined seed region in a brain-wide fashion. Here, we used task-constrained meta-analytic connectivity-based parcellation (MACM-CBP) to identify thalamic subregions as seed regions and applied the systems-level decoding to these subregions in conjunction with functionally connected cortical regions. Our results confirm thalamic structure-function relationships known from animal and clinical studies and revealed further associations with language, memory, and locomotion that have not been detailed in the cognitive neuroscience literature before. The systems-level decoding further uncovered large systems engaged in autobiographical memory and nociception. We propose this novel decoding approach as a useful tool to detect previously unknown structure-function relationships at the brain network level, and to build viable starting points for future studies.
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Affiliation(s)
- Ole J Boeken
- Faculty of Life Sciences, Department of Molecular Psychology, Humboldt-Universität Zu Berlin, Rudower Chaussee 18, 12489, Berlin, Germany.
| | - Edna C Cieslik
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute of Neuroscience and Medicine (INM-7: Brain and Behaviour), Research Centre Jülich, Jülich, Germany
| | - Robert Langner
- Institute of Systems Neuroscience, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Institute of Neuroscience and Medicine (INM-7: Brain and Behaviour), Research Centre Jülich, Jülich, Germany
| | - Sebastian Markett
- Faculty of Life Sciences, Department of Molecular Psychology, Humboldt-Universität Zu Berlin, Rudower Chaussee 18, 12489, Berlin, Germany
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Spets DS, Slotnick SD. Entorhinal Cortex Functional Connectivity during Item Long-Term Memory and the Role of Sex. Brain Sci 2023; 13:brainsci13030446. [PMID: 36979256 PMCID: PMC10046190 DOI: 10.3390/brainsci13030446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 02/27/2023] [Accepted: 03/02/2023] [Indexed: 03/08/2023] Open
Abstract
A growing body of literature shows there are sex differences in the patterns of brain activity during long-term memory. However, there is a paucity of evidence on sex differences in functional brain connectivity. We previously identified sex differences in the patterns of connections with the hippocampus, a medial temporal lobe (MTL) subregion, during spatial long-term memory. The perirhinal/entorhinal cortex, another MTL subregion, plays a critical role in item memory. In the current functional magnetic resonance imaging (fMRI) study, we investigated perirhinal/entorhinal functional connectivity and the role of sex during item memory. During the study phase, abstract shapes were presented to the left or right of fixation. During the test phase, abstract shapes were presented at fixation, and the participants classified each item as previously “old” or “new”. An entorhinal region of interest (ROI) was identified by contrasting item memory hits and misses. This ROI was connected to regions generally associated with visual memory, including the right inferior frontal gyrus (IFG) and visual-processing regions (the bilateral V1, bilateral cuneus, and left lingual gyrus). Males produced greater connectivity than females with the right IFG/insula and the right V1/bilateral cuneus. Broadly, these results contribute to a growing body of literature supporting sex differences in the brain.
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Affiliation(s)
- Dylan S. Spets
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Scott D. Slotnick
- Department of Psychology and Neuroscience, Boston College, Chestnut Hill, MA 02467, USA
- Correspondence:
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Lingo VanGilder J, Bergamino M, Hooyman A, Fitzhugh MC, Rogalsky C, Stewart JC, Beeman SC, Schaefer SY. Using whole-brain diffusion tensor analysis to evaluate white matter structural correlates of delayed visuospatial memory and one-week motor skill retention in nondemented older adults: A preliminary study. PLoS One 2022; 17:e0274955. [PMID: 36137126 PMCID: PMC9499308 DOI: 10.1371/journal.pone.0274955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 09/08/2022] [Indexed: 11/30/2022] Open
Abstract
Skill retention is important for motor rehabilitation outcomes. Recent work has demonstrated that delayed visuospatial memory performance may predict motor skill retention in older and neuropathological populations. White matter integrity between parietal and frontal cortices may explain variance in upper-extremity motor learning tasks and visuospatial processes. We performed a whole-brain analysis to determine the white matter correlates of delayed visuospatial memory and one-week motor skill retention in nondemented older adults. We hypothesized that better frontoparietal tract integrity would be positively related to better behavioral performance. Nineteen participants (age>58) completed diffusion-weighted imaging, then a clinical test of delayed visuospatial memory and 50 training trials of an upper-extremity motor task; participants were retested on the motor task one week later. Principal component analysis was used to create a composite score for each participant's behavioral data, i.e. shared variance between delayed visuospatial memory and motor skill retention, which was then entered into a voxel-based regression analysis. Behavioral results demonstrated that participants learned and retained their skill level after a week of no practice, and their delayed visuospatial memory score was positively related to the extent of skill retention. Consistent with previous work, neuroimaging results indicated that regions within bilateral anterior thalamic radiations, corticospinal tracts, and superior longitudinal fasciculi were related to better delayed visuospatial memory and skill retention. Results of this study suggest that the simple act of testing for specific cognitive impairments prior to therapy may identify older adults who will receive little to no benefit from the motor rehabilitation regimen, and that these neural regions may be potential targets for therapeutic intervention.
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Affiliation(s)
- Jennapher Lingo VanGilder
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona, United States of America
| | - Maurizio Bergamino
- Barrow Neuroimaging Innovation Center, Barrow Neurological Institute, Phoenix, Arizona, United States of America
| | - Andrew Hooyman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona, United States of America
| | - Megan C. Fitzhugh
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Corianne Rogalsky
- College of Health Solutions, Arizona State University, Tempe, Arizona, United States of America
| | - Jill C. Stewart
- Department of Exercise Science, University of South Carolina, Columbia, South Carolina, United States of America
| | - Scott C. Beeman
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona, United States of America
| | - Sydney Y. Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, Arizona, United States of America
- Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah, United States of America
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Torromino G, Loffredo V, Cavezza D, Sonsini G, Esposito F, Crevenna AH, Gioffrè M, De Risi M, Treves A, Griguoli M, De Leonibus E. Thalamo-hippocampal pathway regulates incidental memory capacity in mice. Nat Commun 2022; 13:4194. [PMID: 35859057 PMCID: PMC9300669 DOI: 10.1038/s41467-022-31781-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 07/04/2022] [Indexed: 12/27/2022] Open
Abstract
Incidental memory can be challenged by increasing either the retention delay or the memory load. The dorsal hippocampus (dHP) appears to help with both consolidation from short-term (STM) to long-term memory (LTM), and higher memory loads, but the mechanism is not fully understood. Here we find that female mice, despite having the same STM capacity of 6 objects and higher resistance to distraction in our different object recognition task (DOT), when tested over 1 h or 24 h delays appear to transfer to LTM only 4 objects, whereas male mice have an STM capacity of 6 objects in this task. In male mice the dHP shows greater activation (as measured by c-Fos expression), whereas female mice show greater activation of the ventral midline thalamus (VMT). Optogenetic inhibition of the VMT-dHP pathway during off-line memory consolidation enables 6-object LTM retention in females, while chemogenetic VMT-activation impairs it in males. Thus, removing or enhancing sub-cortical inhibitory control over the hippocampus leads to differences in incidental memory. Incidental memory is affected by retention delay, and by memory load. Here the authors show that female and male mice process high memory load through different activation of thalamic-cortical pathways, that makes their incidental memory resistant to distraction and to memory decay, respectively.
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Affiliation(s)
- G Torromino
- Telethon Institute of Genetics and Medicine, Telethon Foundation, Pozzuoli (Naples), Italy.,Institute of Biochemistry and Cell Biology (IBBC), National Research Council, Monterotondo (Rome), Italy
| | - V Loffredo
- Telethon Institute of Genetics and Medicine, Telethon Foundation, Pozzuoli (Naples), Italy.,Institute of Biochemistry and Cell Biology (IBBC), National Research Council, Monterotondo (Rome), Italy.,PhD Program in Behavioral Neuroscience, Sapienza University of Rome, Rome, Italy
| | - D Cavezza
- Institute of Biochemistry and Cell Biology (IBBC), National Research Council, Monterotondo (Rome), Italy
| | - G Sonsini
- Institute of Biochemistry and Cell Biology (IBBC), National Research Council, Monterotondo (Rome), Italy
| | - F Esposito
- Telethon Institute of Genetics and Medicine, Telethon Foundation, Pozzuoli (Naples), Italy
| | - A H Crevenna
- Neurobiology and Epigenetics Unit, European Molecular Biology Laboratory (EMBL), Monterotondo (Rome), Italy
| | - M Gioffrè
- Institute of Applied Sciences and Intelligent Systems (ISASI), National Research Council, Naples, Italy
| | - M De Risi
- Telethon Institute of Genetics and Medicine, Telethon Foundation, Pozzuoli (Naples), Italy.,Institute of Biochemistry and Cell Biology (IBBC), National Research Council, Monterotondo (Rome), Italy
| | - A Treves
- SISSA - Cognitive Neuroscience, Trieste, Italy
| | - M Griguoli
- European Brain Research Institute (EBRI), Rome, Italy.,Institute of Molecular Biology and Pathology (IBPM), National Research Council, Rome, Italy
| | - E De Leonibus
- Telethon Institute of Genetics and Medicine, Telethon Foundation, Pozzuoli (Naples), Italy. .,Institute of Biochemistry and Cell Biology (IBBC), National Research Council, Monterotondo (Rome), Italy.
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The anterior thalamic nuclei: core components of a tripartite episodic memory system. Nat Rev Neurosci 2022; 23:505-516. [PMID: 35478245 DOI: 10.1038/s41583-022-00591-8] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/25/2022] [Indexed: 12/13/2022]
Abstract
Standard models of episodic memory focus on hippocampal-parahippocampal interactions, with the neocortex supplying sensory information and providing a final repository of mnemonic representations. However, recent advances have shown that other regions make distinct and equally critical contributions to memory. In particular, there is growing evidence that the anterior thalamic nuclei have a number of key cognitive functions that support episodic memory. In this article, we describe these findings and argue for a core, tripartite memory system, comprising a 'temporal lobe' stream (centred on the hippocampus) and a 'medial diencephalic' stream (centred on the anterior thalamic nuclei) that together act on shared cortical areas. We demonstrate how these distributed brain regions form complementary and necessary partnerships in episodic memory formation.
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