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Yeh N, Rose NS. How Can Transcranial Magnetic Stimulation Be Used to Modulate Episodic Memory?: A Systematic Review and Meta-Analysis. Front Psychol 2019; 10:993. [PMID: 31263433 PMCID: PMC6584914 DOI: 10.3389/fpsyg.2019.00993] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Accepted: 04/15/2019] [Indexed: 12/19/2022] Open
Abstract
A systematic review and meta-analysis were conducted to synthesize the existing literature on how transcranial magnetic stimulation (TMS) has been used to modulate episodic memory. Given the numerous parameters of TMS protocols and experimental design characteristics that can be manipulated, a mechanistic understanding of how changes in the combination of parameters (e.g., frequency, timing, intensity, targeted brain region, memory task) modulate episodic memory is needed. To address this, we reviewed 59 studies and conducted a meta-analysis on 245 effect sizes from 37 articles on healthy younger adults (N = 1,061). Analyses revealed generally more beneficial effects of 1-Hz rTMS vs. other frequencies on episodic memory. Moderation analyses revealed complex interactions as online 20-Hz rTMS protocols led to negative effects, while offline 20-Hz rTMS led to enhancing effects. There was also an interaction between stimulation intensity and frequency as 20-Hz rTMS had more negative effects when applied below- vs. at-motor threshold. Conversely, 1-Hz rTMS had more beneficial effects than other frequencies when applied below- vs. at- or above-motor threshold. No reliable aggregate or hypothesized interactions were found when assessing stimulation site (frontal vs. parietal cortex, left vs. right hemisphere), stimulated memory process (during encoding vs. retrieval), the type of retrieval (associative/recollection vs. item/familiarity), or the type of control comparison (active vs. sham or no TMS) on episodic memory. However, there is insufficient data to make strong inference based on the lack of aggregate or two-way interactions between these factors, or to assess more complex (e.g., 3-way) interactions. We reviewed the effects on other populations (healthy older adults and clinical populations), but systematic comparison of parameters was also prevented due to insufficient data. A database of parameters and effects sizes is available as an open source repository so that data from studies can be continuously accumulated in order to facilitate future meta-analysis. In conclusion, modulating episodic memory relies on complex interactions among the numerous moderator variables that can be manipulated. Therefore, rigorous, systematic comparisons need to be further investigated as the body of literature grows in order to fully understand the combination of parameters that lead to enhancing, detrimental or null effects on episodic memory.
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Affiliation(s)
- Nicholas Yeh
- Department of Psychology, University of Notre Dame, Notre Dame, IN, United States
| | - Nathan S Rose
- Department of Psychology, University of Notre Dame, Notre Dame, IN, United States
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Rodriguez P, Zhou W, Barrett DW, Altmeyer W, Gutierrez JE, Li J, Lancaster JL, Gonzalez-Lima F, Duong TQ. Multimodal Randomized Functional MR Imaging of the Effects of Methylene Blue in the Human Brain. Radiology 2016; 281:516-526. [PMID: 27351678 DOI: 10.1148/radiol.2016152893] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Purpose To investigate the sustained-attention and memory-enhancing neural correlates of the oral administration of methylene blue in the healthy human brain. Materials and Methods The institutional review board approved this prospective, HIPAA-compliant, randomized, double-blinded, placebo-controlled clinical trial, and all patients provided informed consent. Twenty-six subjects (age range, 22-62 years) were enrolled. Functional magnetic resonance (MR) imaging was performed with a psychomotor vigilance task (sustained attention) and delayed match-to-sample tasks (short-term memory) before and 1 hour after administration of low-dose methylene blue or a placebo. Cerebrovascular reactivity effects were also measured with the carbon dioxide challenge, in which a 2 × 2 repeated-measures analysis of variance was performed with a drug (methylene blue vs placebo) and time (before vs after administration of the drug) as factors to assess drug × time between group interactions. Multiple comparison correction was applied, with cluster-corrected P < .05 indicating a significant difference. Results Administration of methylene blue increased response in the bilateral insular cortex during a psychomotor vigilance task (Z = 2.9-3.4, P = .01-.008) and functional MR imaging response during a short-term memory task involving the prefrontal, parietal, and occipital cortex (Z = 2.9-4.2, P = .03-.0003). Methylene blue was also associated with a 7% increase in correct responses during memory retrieval (P = .01). Conclusion Low-dose methylene blue can increase functional MR imaging activity during sustained attention and short-term memory tasks and enhance memory retrieval. © RSNA, 2016 Online supplemental material is available for this article.
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Affiliation(s)
- Pavel Rodriguez
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Wei Zhou
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Douglas W Barrett
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Wilson Altmeyer
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Juan E Gutierrez
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Jinqi Li
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Jack L Lancaster
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Francisco Gonzalez-Lima
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
| | - Timothy Q Duong
- From the Research Imaging Institute (P.R., W.Z., J.L., J.L.L., T.Q.D.) and Department of Radiology (P.R., W.A., J.E.G.), The University of Texas Health Science Center at San Antonio, 8403 Floyd Curl Dr, San Antonio, TX 78229; and Department of Psychology and Institute for Neuroscience, The University of Texas at Austin, Austin, Tex (D.W.B., F.G.L.)
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Galli G. What makes deeply encoded items memorable? Insights into the levels of processing framework from neuroimaging and neuromodulation. Front Psychiatry 2014; 5:61. [PMID: 24904444 PMCID: PMC4035598 DOI: 10.3389/fpsyt.2014.00061] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Accepted: 05/15/2014] [Indexed: 01/17/2023] Open
Abstract
When we form new memories, their mnestic fate largely depends upon the cognitive operations set in train during encoding. A typical observation in experimental as well as everyday life settings is that if we learn an item using semantic or "deep" operations, such as attending to its meaning, memory will be better than if we learn the same item using more "shallow" operations, such as attending to its structural features. In the psychological literature, this phenomenon has been conceptualized within the "levels of processing" framework and has been consistently replicated since its original proposal by Craik and Lockhart in 1972. However, the exact mechanisms underlying the memory advantage for deeply encoded items are not yet entirely understood. A cognitive neuroscience perspective can add to this field by clarifying the nature of the processes involved in effective deep and shallow encoding and how they are instantiated in the brain, but so far there has been little work to systematically integrate findings from the literature. This work aims to fill this gap by reviewing, first, some of the key neuroimaging findings on the neural correlates of deep and shallow episodic encoding and second, emerging evidence from studies using neuromodulatory approaches such as psychopharmacology and non-invasive brain stimulation. Taken together, these studies help further our understanding of levels of processing. In addition, by showing that deep encoding can be modulated by acting upon specific brain regions or systems, the reviewed studies pave the way for selective enhancements of episodic encoding processes.
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Affiliation(s)
- Giulia Galli
- Brain Investigation and Neuromodulation (BIN) Laboratory, Azienda Ospedaliera Universitaria Senese, Siena, Italy
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Innocenti I, Cappa SF, Feurra M, Giovannelli F, Santarnecchi E, Bianco G, Cincotta M, Rossi S. TMS interference with primacy and recency mechanisms reveals bimodal episodic encoding in the human brain. J Cogn Neurosci 2013. [PMID: 23198892 DOI: 10.1162/jocn_a_00304] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
A classic finding of the psychology of memory is the "serial position effect." Immediate free recall of a word list is more efficient for items presented early (primacy effect) or late (recency effect), with respect to those in the middle. In an event-related, randomized block design, we interfered with the encoding of unrelated words lists with brief trains of repetitive TMS (rTMS), applied coincidently with the acoustic presentation of each word to the left dorsolateral pFC, the left intraparietal lobe, and a control site (vertex). Interference of rTMS with encoding produced a clear-cut double dissociation on accuracy during immediate free recall. The primacy effect was selectively worsened by rTMS of the dorsolateral pFC, whereas recency was selectively worsened by rTMS of the intraparietal lobe. These results are in agreement with the double dissociation between short-term and long-term memory observed in neuropsychological patients and provide direct evidence of distinct cortical mechanisms of encoding in the human brain.
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Morgan HM, Jackson MC, van Koningsbruggen MG, Shapiro KL, Linden DEJ. Frontal and parietal theta burst TMS impairs working memory for visual-spatial conjunctions. Brain Stimul 2012; 6:122-9. [PMID: 22483548 PMCID: PMC3605569 DOI: 10.1016/j.brs.2012.03.001] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2011] [Revised: 01/13/2012] [Accepted: 03/01/2012] [Indexed: 11/13/2022] Open
Abstract
In tasks that selectively probe visual or spatial working memory (WM) frontal and posterior cortical areas show a segregation, with dorsal areas preferentially involved in spatial (e.g. location) WM and ventral areas in visual (e.g. object identity) WM. In a previous fMRI study [1], we showed that right parietal cortex (PC) was more active during WM for orientation, whereas left inferior frontal gyrus (IFG) was more active during colour WM. During WM for colour-orientation conjunctions, activity in these areas was intermediate to the level of activity for the single task preferred and non-preferred information. To examine whether these specialised areas play a critical role in coordinating visual and spatial WM to perform a conjunction task, we used theta burst transcranial magnetic stimulation (TMS) to induce a functional deficit. Compared to sham stimulation, TMS to right PC or left IFG selectively impaired WM for conjunctions but not single features. This is consistent with findings from visual search paradigms, in which frontal and parietal TMS selectively affects search for conjunctions compared to single features, and with combined TMS and functional imaging work suggesting that parietal and frontal regions are functionally coupled in tasks requiring integration of visual and spatial information. Our results thus elucidate mechanisms by which the brain coordinates spatially segregated processing streams and have implications beyond the field of working memory.
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Affiliation(s)
- Helen M Morgan
- Wolfson Centre for Clinical and Cognitive Neuroscience and Wales Institute of Cognitive Neuroscience, School of Psychology, Bangor University, Penrallt Road, Gwynedd, LL57 2AS, UK.
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