Probing the effects of single-session iTBS on associative memory: A prospective, randomized, controlled cross-over study
Notice bibliographique
Résumé
A large corpus of research demonstrated that high-frequency (HF) repetitive transcranial magnetic stimulation (rTMS) of the human cortex exhibits neuroplastic effects similar to long-term potentiation (LTP) induced by electrical stimulation in animal experiments. Intermittent theta burst stimulation (iTBS), a potent form of patterned rTMS, was also shown to have excitatory effects akin to LTP [[1]Huang Y.-Z. et al.Theta burst stimulation of the human motor cortex.Neuron. 2005; 45: 201-206https://doi.org/10.1016/j.brs.2020.02.019Abstract Full Text Full Text PDF PubMed Scopus (20) Google Scholar], although probably via a different cellular mechanism compared to standard rTMS [[2]Benali A. et al.Theta-burst transcranial magnetic stimulation alters cortical inhibition.J Neurosci. 2011; 31: 1193-1203https://doi.org/10.1523/JNEUROSCI.1379-10.2011Crossref PubMed Scopus (133) Google Scholar]. However, recent evidence provides a crucial extension to the proposed mechanism of action of rTMS. In a study by Kozyrev et al. [[3]Kozyrev V. Staadt R. Eysel U.T. Jancke D. TMS-induced neuronal plasticity enables targeted remodeling of visual cortical maps.Proc Natl Acad Sci U S A. 2018; 115: 6476-6481https://doi.org/10.1073/pnas.1802798115Crossref PubMed Scopus (15) Google Scholar], authors investigated the effect of 30 minutes of HF rTMS over the primary visual cortex of anesthetized cats. Using voltage-sensitive dye imaging, they measured visual orientation maps in the submillimeter range. Before stimulation, these maps exhibited a regular preference of different orientation angles. Directly after the stimulation, the authors observed a reduction of orientation preferences and increased response variability. In addition, prolonged visual exposure to a single orientation following the stimulation led to a reorganization of maps, showing the domination of the newly acquired orientation preference. These results indicate that rTMS destabilizes previously acquired representations and opens a time window of increased permissiveness to change and remodeling neural representations. However, whether findings can be translated to the realm of human cognition awaits to be investigated. We therefore set out to conduct an experiment that probes stimulation induced destabilization of acquired representations, followed by a remodeling of neural representations corresponding to newly acquired information in the context of associative memory. Associative memory is a function of a distributed neural network including prefrontal, medial temporal, and parietal cortices. Especially left lateralized frontal and parietal regions have been targeted with rTMS and iTBS in recent studies, demonstrating significant effects on face-cued word recall [[4]Wang J.X. Rogers L.M. Gross E.Z. Ryals A.J. Dokucu M.E. Brandstatt K.L. et al.Targeted enhancement of cortical-hippocampal brain networks and associative memory.Science. 2014; 345: 1054-1057https://doi.org/10.1126/science.1252900Crossref PubMed Scopus (272) Google Scholar,[5]Tambini A. Nee D.E. D'Esposito M. Hippocampal-targeted theta-burst stimulation enhances associative memory formation.J Cognit Neurosci. 2018; 30: 1452-1472https://doi.org/10.1162/jocn_a_01300Crossref PubMed Scopus (42) Google Scholar]. We hypothesized that 1) active iTBS compared to control stimulation will reduce recall capacity directly after the stimulation due to increased neural excitability and loosening of neural associations, as evidenced by Kozyrev et al. [[3]Kozyrev V. Staadt R. Eysel U.T. Jancke D. TMS-induced neuronal plasticity enables targeted remodeling of visual cortical maps.Proc Natl Acad Sci U S A. 2018; 115: 6476-6481https://doi.org/10.1073/pnas.1802798115Crossref PubMed Scopus (15) Google Scholar]. We further hypothesized that 2) active iTBS compared to control stimulation will increase recall capacity of the newly learned associations after the stimulation, due to facilitated neural reorganization and an associated reduction in proactive interference. We performed a randomized, parallel, counterbalanced cross-over study including 75 healthy right-handed volunteers (see details in the supplementary content). Briefly, the study was divided into three phases. In phases I and II, 30 participants each received either active or control (vertex) iTBS stimulation in a counterbalanced, cross-over design. Active stimulation in phase I was targeted at the left lateral parietal cortex (lPC) at Montreal Neurological Institute (MNI) coordinate [-47, −68, +36] whereas the left dorsolateral prefrontal cortex (DLPFC) at [-38, +44, +26] was target in phase II. Phase III consisted of the same experimental setup as in phases I and II, except that participants (n = 15) were not subjected to any stimulation (for details, see Fig. S1). On each visit in all study phases, participants performed an associative memory test consisting of encoding and recall periods in which they had to memorize and recall face-word associations (face-cued word recall, Fig. 1B), respectively. Before the stimulation, participants underwent a first encoding period (E1), followed by a first recall period (R1). Immediately after stimulation, they underwent a second recall period (R2). This was followed by a resting period of about 5 mins. Participants viewed a distraction video and were told that no retention of the associations learned in E1 was required. Following the resting period, participants underwent another encoding period (New-E2) which consisted of new combinations of associations assembled using the same stimuli as in E1. The new encoding period was followed by a new recall period (New-R3) (Fig. 1C). ITBS stimulation consisted of 20 repeated trains with a total number of 600 pulses at an intensity of 100% of the individual resting motor threshold. Results indicated an increase in recall performance for New-R3 compared to R1 and R2 in all study arms (P < 0.05, mixed models analyses). However, performance increases for New-R3 were significantly lower after lPC stimulation compared to control stimulation. Moreover, performance after DLPFC stimulation at R2 was significantly lower than performance after lPC stimulation at R2 (see Fig. 1D, for non-standardized values, see Table S2). Hence, our study does not support the notion that stimulation-induced loosening of neural associations and permissiveness for change, as observed in animals, translates to human association learning. Our study differs in various aspects to Kozyrev et al. (2018) including the applied stimulation protocol, the stimulated brain region, and the species investigated, which may explain the diverging results. Moreover, Kozyrev et al. measured orientation selectivity in the cat visual cortex, whereas we studied human association learning retrieval, two functions associated with very different neurophysiological processes [[6]Wagner A.D. et al.Parietal lobe contributions to episodic memory retrieval.Trends Cognit Sci. 2005; 9: 445-453https://doi.org/10.1016/j.tics.2005.07.001Abstract Full Text Full Text PDF PubMed Scopus (1142) Google Scholar,[7]Shapley R. Hawken M. Ringach D.L. Dynamics of orientation selectivity in the primary visual cortex and the importance of cortical inhibition.Neuron. 2003; 38: 689-699https://doi.org/10.1016/s0896-6273(03)00332-5Abstract Full Text Full Text PDF PubMed Scopus (0) Google Scholar]. Hence, stimulation effects on these processes may likely differ as well. We observed an impediment of newly acquired association memory following lPC stimulation. This indicates that lPC stimulation modulates recall performance contrary to our expectations. Our results show that lPC stimulation hinders, rather than facilitates reorganization and permissiveness to new encoding. This can be explained by an increased proactive interference from previously encoded associations. That is, iTBS facilitated the encoding of associations presented just before stimulation. Hence, stronger encoding of previously learned associations by iTBS may hinder encoding of new associations after stimulation. Regarding DLPFC stimulation, we observed a lower recall capacity directly after stimulation compared to before stimulation, and compared to lPC stimulation. Although this effect was observed only on an exploratory basis and with an uncorrected level of significance (see supplementary information), this finding is in line with the results from Kozyrev et al. [[3]Kozyrev V. Staadt R. Eysel U.T. Jancke D. TMS-induced neuronal plasticity enables targeted remodeling of visual cortical maps.Proc Natl Acad Sci U S A. 2018; 115: 6476-6481https://doi.org/10.1073/pnas.1802798115Crossref PubMed Scopus (15) Google Scholar] indicating that excitatory stimulation increases response variability directly after stimulation. Despite being involved in episodic memory, the DLPFC is not part of the cortical networks interacting with the hippocampus [[8]Kim S. Nilakantan A.S. Hermiller M.S. Palumbo R.T. VanHaerents S. Voss J.L. Selective and coherent activity increases due to stimulation indicate functional distinctions between episodic memory networks.Sci Adv. 2018; 4: eaar2768https://doi.org/10.1126/sciadv.aar2768Crossref PubMed Scopus (29) Google Scholar]. Studies postulate a specific role of the DLPFC for controlling memory retrieval by suppressing irrelevant information [[9]Eichenbaum H. Prefrontal-hippocampal interactions in episodic memory.Nat Rev Neurosci. 2017; 18: 547-558https://doi.org/10.1038/nrn.2017.74Crossref PubMed Scopus (267) Google Scholar]. Hence, our result indicates that neural reorganization after rTMS observed by Kosyrev et al. [[3]Kozyrev V. Staadt R. Eysel U.T. Jancke D. TMS-induced neuronal plasticity enables targeted remodeling of visual cortical maps.Proc Natl Acad Sci U S A. 2018; 115: 6476-6481https://doi.org/10.1073/pnas.1802798115Crossref PubMed Scopus (15) Google Scholar] is transferable only to the DLPFC due to its specific function to suppress irrelevant information during memory retrieval. However, our findings are only limited to short-term memory performance, further studies are needed to investigate the effects of iTBS on long-term memory performance and memory consolidation. In conclusion, our results indicate that lPC stimulation with iTBS strengthens previously encoded associations, thereby hindering neural reorganization and permissiveness to new encoding. Conversely, DLPFC stimulation lowers recall capacity of previously encoded associations, possibly due to an increase in response variability directly after stimulation. Bella B.B. Zhang: Methodology, Software, Investigation, Data Curation, Formal analysis, Writing-Original Draft, Writing-Review & Editing, Visualization; Rebecca L.D. Kan: Investigation, Data Curation, Software, Writing-Review & Editing, Visualization; Tsz-Fung Woo: Methodology, Software, Writing-Review & Editing; Chetwyn C.H. Chan: Resources, Methodology, Writing-Review & Editing; Kenneth N.K. Fong: Resources, Methodology, Writing-Review & Editing; Georg S. Kranz: Conceptualization, Methodology, Writing-Original Draft, Writing-Review & Editing, Supervision, Project administration. None. Without any relevance to this work, G.S. Kranz declares that he received conference speaker honorarium from Roche, AOP Orphan and Pfizer. This research was supported by the Hong Kong Research Grants Council ( 25100219 ) and The Hong Kong Polytechnic University Start-up Fund to Georg S. Kranz. We would like to thank all participants for their time and effort in participating. The following is the Supplementary data to this article: Download .docx (.21 MB) Help with docx files Multimedia component 1
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Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,035 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,003 | 0,001 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
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