92 results on '"Daria Antonenko"'
Search Results
2. Comparison of dry and wet electroencephalography for the assessment of cognitive evoked potentials and sensor-level connectivity
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Nina M. Ehrhardt, Clara Niehoff, Anna-Christina Oßwald, Daria Antonenko, Guglielmo Lucchese, and Robert Fleischmann
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dry EEG ,mismatch negativity ,theta power ,resting-state connectivity ,minimum spanning tree ,phase lag index ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
BackgroundMultipin dry electrodes (dry EEG) provide faster and more convenient application than wet EEG, enabling extensive data collection. This study aims to compare task-related time-frequency representations and resting-state connectivity between wet and dry EEG methods to establish a foundation for using dry EEG in investigations of brain activity in neuropsychiatric disorders.MethodsIn this counterbalanced cross-over study, we acquired wet and dry EEG in 33 healthy participants [n = 22 females, mean age (SD) = 24.3 (± 3.4) years] during resting-state and an auditory oddball paradigm. We computed mismatch negativity (MMN), theta power in task EEG, and connectivity measures from resting-state EEG using phase lag index (PLI) and minimum spanning tree (MST). Agreement between wet and dry EEG was assessed using Bland–Altman bias.ResultsMMN was detectable with both systems in time and frequency domains, but dry EEG underestimated MMN mean amplitude, peak latency, and theta power compared to wet EEG. Resting-state connectivity was reliably estimated with dry EEG using MST diameter in all except the very low frequencies (0.5–4 Hz). PLI showed larger differences between wet and dry EEG in all frequencies except theta.ConclusionDry EEG reliably detected MMN and resting-state connectivity despite a lower signal-to-noise ratio. This study provides the methodological basis for using dry EEG in studies investigating the neural processes underlying psychiatric and neurological conditions.
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- 2024
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3. Cognitive training and brain stimulation in patients with cognitive impairment: a randomized controlled trial
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Daria Antonenko, Anna Elisabeth Fromm, Friederike Thams, Anna Kuzmina, Malte Backhaus, Elena Knochenhauer, Shu-Chen Li, Ulrike Grittner, and Agnes Flöel
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Transcranial direct current stimulation ,Mild cognitive impairment ,Subjective cognitive decline ,Electric field simulation ,Resting-state functional connectivity ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Repeated sessions of training and non-invasive brain stimulation have the potential to enhance cognition in patients with cognitive impairment. We hypothesized that combining cognitive training with anodal transcranial direct current stimulation (tDCS) will lead to performance improvement in the trained task and yield transfer to non-trained tasks. Methods In our randomized, sham-controlled, double-blind study, 46 patients with cognitive impairment (60–80 years) were randomly assigned to one of two interventional groups. We administered a 9-session cognitive training (consisting of a letter updating and a Markov decision-making task) over 3 weeks with concurrent 1-mA anodal tDCS over the left dorsolateral prefrontal cortex (20 min in tDCS, 30 s in sham group). Primary outcome was trained task performance (letter updating task) immediately after training. Secondary outcomes included performance in tasks testing working memory (N-back task), decision-making (Wiener Matrices test) and verbal memory (verbal learning and memory test), and resting-state functional connectivity (FC). Tasks were administered at baseline, at post-assessment, and at 1- and 7-month follow-ups (FU). MRI was conducted at baseline and 7-month FU. Thirty-nine participants (85%) successfully completed the intervention. Data analyses are reported on the intention-to-treat (ITT) and the per-protocol (PP) sample. Results For the primary outcome, no difference was observed in the ITT (β = 0.1, 95%-CI [− 1.2, 1.3, p = 0.93] or PP sample (β = − 0.2, 95%-CI [− 1.6, 1.2], p = 0.77). However, secondary analyses in the N-back working memory task showed that, only in the PP sample, the tDCS outperformed the sham group (PP: % correct, β = 5.0, 95%-CI [− 0.1, 10.2], p = 0.06, d-prime β = 0.2, 95%-CI [0.0, 0.4], p = 0.02; ITT: % correct, β = 3.0, 95%-CI [− 3.9, 9.9], p = 0.39, d-prime β = 0.1, 95%-CI [− 0.1, 0.3], p = 0.5). Frontoparietal network FC was increased from baseline to 7-month FU in the tDCS compared to the sham group (p FDR
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- 2024
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4. Investigating the neural mechanisms of transcranial direct current stimulation effects on human cognition: current issues and potential solutions
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Marcus Meinzer, Alireza Shahbabaie, Daria Antonenko, Felix Blankenburg, Rico Fischer, Gesa Hartwigsen, Michael A. Nitsche, Shu-Chen Li, Axel Thielscher, Dagmar Timmann, Dagmar Waltemath, Mohamed Abdelmotaleb, Harun Kocataş, Leonardo M. Caisachana Guevara, Giorgi Batsikadze, Miro Grundei, Teresa Cunha, Dayana Hayek, Sabrina Turker, Frederik Schlitt, Yiquan Shi, Asad Khan, Michael Burke, Steffen Riemann, Filip Niemann, and Agnes Flöel
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tES ,tDCS-fMRI ,cognition ,variability ,experimental control ,lifespan ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Transcranial direct current stimulation (tDCS) has been studied extensively for its potential to enhance human cognitive functions in healthy individuals and to treat cognitive impairment in various clinical populations. However, little is known about how tDCS modulates the neural networks supporting cognition and the complex interplay with mediating factors that may explain the frequently observed variability of stimulation effects within and between studies. Moreover, research in this field has been characterized by substantial methodological variability, frequent lack of rigorous experimental control and small sample sizes, thereby limiting the generalizability of findings and translational potential of tDCS. The present manuscript aims to delineate how these important issues can be addressed within a neuroimaging context, to reveal the neural underpinnings, predictors and mediators of tDCS-induced behavioral modulation. We will focus on functional magnetic resonance imaging (fMRI), because it allows the investigation of tDCS effects with excellent spatial precision and sufficient temporal resolution across the entire brain. Moreover, high resolution structural imaging data can be acquired for precise localization of stimulation effects, verification of electrode positions on the scalp and realistic current modeling based on individual head and brain anatomy. However, the general principles outlined in this review will also be applicable to other imaging modalities. Following an introduction to the overall state-of-the-art in this field, we will discuss in more detail the underlying causes of variability in previous tDCS studies. Moreover, we will elaborate on design considerations for tDCS-fMRI studies, optimization of tDCS and imaging protocols and how to assure high-level experimental control. Two additional sections address the pressing need for more systematic investigation of tDCS effects across the healthy human lifespan and implications for tDCS studies in age-associated disease, and potential benefits of establishing large-scale, multidisciplinary consortia for more coordinated tDCS research in the future. We hope that this review will contribute to more coordinated, methodologically sound, transparent and reproducible research in this field. Ultimately, our aim is to facilitate a better understanding of the underlying mechanisms by which tDCS modulates human cognitive functions and more effective and individually tailored translational and clinical applications of this technique in the future.
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- 2024
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5. The potential compensatory effect of transcranial electrical stimulation on the adverse impact of white matter damage in the aging brain
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Anna E. Fromm and Daria Antonenko
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2024
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6. Neural correlates of home-based intervention effects on value-based sequential decision-making in healthy older adults
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Kathleen Kang, Daria Antonenko, Franka Glöckner, Agnes Flöel, and Shu-Chen Li
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Sequential decision-making ,Cognitive intervention ,fNIRS ,Value-based learning ,Aging ,Dorsolateral prefrontal cortex ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Older adults demonstrate difficulties in sequential decision-making, which is partly attributed to under-recruitment of prefrontal networks. It is, therefore, important to understand the mechanisms that may improve this ability. This study investigated the effectiveness of an 18-sessions, home-based cognitive intervention and the neural mechanisms that underpin individual differences in intervention effects. Participants were required to learn sequential choices in a 3-stage Markov decision-making task that would yield the most rewards. Participants were assigned to better or worse responders group based on their performance at the last intervention session (T18). Better responders improved significantly starting from the fifth intervention session while worse responders did not improve across all training sessions. At post-intervention, only better responders showed condition-dependent modulation of the dorsolateral prefrontal cortex (DLPFC) as measured by fNIRS, with higher DLPFC activity in the delayed condition. Despite large individual differences, our data showed that value-based sequential-decision-making and its corresponding neural mechanisms can be remediated via home-based cognitive intervention in some older adults; moreover, individual differences in recruiting prefrontal activities after the intervention are associated with variations in intervention outcomes. Intervention-related gains were also maintained at three months after post-intervention. However, future studies should investigate the potential of combining other intervention methods such as non-invasive brain stimulation with cognitive intervention for older adults who do not respond to the intervention, thus emphasizing the importance of developing individualized intervention programs for older adults.
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- 2024
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7. Microstructural and functional plasticity following repeated brain stimulation during cognitive training in older adults
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Daria Antonenko, Anna Elisabeth Fromm, Friederike Thams, Ulrike Grittner, Marcus Meinzer, and Agnes Flöel
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Science - Abstract
Abstract The combination of repeated behavioral training with transcranial direct current stimulation (tDCS) holds promise to exert beneficial effects on brain function beyond the trained task. However, little is known about the underlying mechanisms. We performed a monocenter, single-blind randomized, placebo-controlled trial comparing cognitive training to concurrent anodal tDCS (target intervention) with cognitive training to concurrent sham tDCS (control intervention), registered at ClinicalTrial.gov (Identifier NCT03838211). The primary outcome (performance in trained task) and secondary behavioral outcomes (performance on transfer tasks) were reported elsewhere. Here, underlying mechanisms were addressed by pre-specified analyses of multimodal magnetic resonance imaging before and after a three-week executive function training with prefrontal anodal tDCS in 48 older adults. Results demonstrate that training combined with active tDCS modulated prefrontal white matter microstructure which predicted individual transfer task performance gain. Training-plus-tDCS also resulted in microstructural grey matter alterations at the stimulation site, and increased prefrontal functional connectivity. We provide insight into the mechanisms underlying neuromodulatory interventions, suggesting tDCS-induced changes in fiber organization and myelin formation, glia-related and synaptic processes in the target region, and synchronization within targeted functional networks. These findings advance the mechanistic understanding of neural tDCS effects, thereby contributing to more targeted neural network modulation in future experimental and translation tDCS applications.
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- 2023
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8. Modulation of the executive control network by anodal tDCS over the left dorsolateral prefrontal cortex improves task shielding in dual tasking
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Devu Mahesan, Daria Antonenko, Agnes Flöel, and Rico Fischer
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Medicine ,Science - Abstract
Abstract Task shielding is an important executive control demand in dual-task performance enabling the segregation of stimulus–response translation processes in each task to minimize between-task interference. Although neuroimaging studies have shown activity in left dorsolateral prefrontal cortex (dlPFC) during various multitasking performances, the specific role of dlPFC in task shielding, and whether non-invasive brain stimulation (NIBS) may facilitate task shielding remains unclear. We therefore applied a single-blind, crossover sham-controlled design in which 34 participants performed a dual-task experiment with either anodal transcranial direct current stimulation (atDCS, 1 mA, 20 min) or sham tDCS (1 mA, 30 s) over left dlPFC. Task shielding was assessed by the backward-crosstalk effect, indicating the extent of between-task interference in dual tasks. Between-task interference was largest at high temporal overlap between tasks, i.e., at short stimulus onset asynchrony (SOA). Most importantly, in these conditions of highest multitasking demands, atDCS compared to sham stimulation significantly reduced between-task interference in error rates. These findings extend previous neuroimaging evidence and support modulation of successful task shielding through a conventional tDCS setup with anodal electrode over the left dlPFC. Moreover, our results demonstrate that NIBS can improve shielding of the prioritized task processing, especially in conditions of highest vulnerability to between-task interference.
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- 2023
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9. No Object–Location Memory Improvement through Focal Transcranial Direct Current Stimulation over the Right Temporoparietal Cortex
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Anna Elisabeth Fromm, Ulrike Grittner, Svenja Brodt, Agnes Flöel, and Daria Antonenko
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focal transcranial direct current stimulation ,current flow modeling ,object–location memory ,cognitive neuroscience ,Science - Abstract
Remembering objects and their associated location (object–location memory; OLM), is a fundamental cognitive function, mediated by cortical and subcortical brain regions. Previously, the combination of OLM training and transcranial direct current stimulation (tDCS) suggested beneficial effects, but the evidence remains heterogeneous. Here, we applied focal tDCS over the right temporoparietal cortex in 52 participants during a two-day OLM training, with anodal tDCS (2 mA, 20 min) or sham (40 s) on the first day. The focal stimulation did not enhance OLM performance on either training day (stimulation effect: −0.09, 95%CI: [−0.19; 0.02], p = 0.08). Higher electric field magnitudes in the target region were not associated with individual performance benefits. Participants with content-related learning strategies showed slightly superior performance compared to participants with position-related strategies. Additionally, training gains were associated with individual verbal learning skills. Consequently, the lack of behavioral benefits through focal tDCS might be due to the involvement of different cognitive processes and brain regions, reflected by participant’s learning strategies. Future studies should evaluate whether other brain regions or memory-relevant networks may be involved in the modulation of object–location associations, investigating other target regions, and further exploring individualized stimulation parameters.
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- 2024
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10. Complementary practical considerations to home-based, remotely-controlled and independently self-applied tES combined with cognitive training
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Daria Antonenko, Merle Rocke, Friederike Thams, Friedhelm C. Hummel, Pablo Maceira-Elvira, Marcus Meinzer, and Agnes Flöel
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2022
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11. Negative affective burden is associated with higher resting-state functional connectivity in subjective cognitive decline
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Claudia Schwarz, Gloria S. Benson, Daria Antonenko, Nora Horn, Theresa Köbe, Olga Klimecki, Werner Sommer, Miranka Wirth, and Agnes Flöel
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Medicine ,Science - Abstract
Abstract Subjective cognitive decline (SCD), as expressed by older adults, is associated with negative affect, which, in turn, is a likely risk factor for Alzheimer’s Disease (AD). This study assessed the associations between negative affective burden, cognitive functioning, and functional connectivity in networks vulnerable to AD in the context of SCD. Older participants (60–90 years) with SCD (n = 51) and healthy controls (n = 50) were investigated in a cross-sectional study. Subclinical negative affective burden, quantified through a composite of self-reported negative affective factors, was related to cognitive functioning (self-perceived and objective) and functional connectivity. Seed-to-voxel analyses were carried out in default mode network (DMN) and salience network (SAL) nodes using resting-state functional magnetic resonance imaging. Greater negative affective burden was associated with lower self-perceived cognitive functioning and lower between-network functional connectivity of DMN and SAL nodes in the total sample. In addition, there was a significant moderation of SCD status. Greater negative affective burden related to higher functional connectivity within DMN (posterior cingulate-to-precuneus) and within SAL (anterior cingulate-to-insula) nodes in the SCD group, whereas in controls the inverse association was found. We show that negative affective burden is associated with functional brain alterations in older adults, regardless of SCD status. Specifically in the SCD phenotype, greater negative affective burden relates to higher functional connectivity within brain networks vulnerable to AD. Our findings imply that negative affective burden should be considered a potentially modifiable target for early intervention.
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- 2022
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12. Combination of transcranial direct current stimulation with cognitive training in older adults: behavioral and neuronal effects
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Daria Antonenko, Anna Fromm, Friederike Thams, and Agnes Flöel
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2023
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13. Estimation of individually induced e-field strength during transcranial electric stimulation using the head circumference
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Daria Antonenko, Ulrike Grittner, Oula Puonti, Agnes Flöel, and Axel Thielscher
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Transcranial electrical stimulation ,Non-invasive brain stimulation ,Electric field simulation ,Computational modelling ,Individualization ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Background: Head and brain anatomy have been related to e-field strength induced by transcranial electrical stimulation (tES). Individualization based on anatomic factors require high-quality structural magnetic resonance images, which are not always available. Head circumference (HC) can serve as an alternative means, but its linkage to electric field strength has not yet been established. Methods: We simulated electric fields induced by tES based on individual T1w- and T2w-images of 47 healthy adults, for four conventional (“standard”) and four corresponding focal (”4x1”) electrode montages. Associations of electric field strength with individual HC were calculated using linear mixed models. Results: Larger HC was associated with lower electric field strength across montages. We provide mathematical equations to estimate individual electric field strength based on the HC. Conclusion: HC can be used as an alternative to estimate interindividual differences of the tES-induced electric field strength and to prospectively individualize stimulation dose, e.g., in the clinical context.
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- 2021
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14. Dose response measurement: Linking individual electric fields and outcomes in transcranial electrical stimulation
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Daria Antonenko
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2023
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15. No modulation of object-location memory through high-definition transcranial direct current stimulation of the right temporoparietal lobe
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Anna Elisabeth Fromm, Ulrike Grittner, Svenja Brodt, Agnes Flöel, and Daria Antonenko
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2023
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16. Feasibility of Cognitive Training in Combination With Transcranial Direct Current Stimulation in a Home-Based Context (TrainStim-Home): study protocol for a randomised controlled trial
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Ulrike Grittner, Agnes Flöel, Rafal Nowak, Friederike Thams, Daria Antonenko, Merle Rocke, and Robert Malinowski
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Medicine - Published
- 2022
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17. Neuromodulation through brain stimulation-assisted cognitive training in patients with post-COVID-19 cognitive impairment (Neuromod-COV): study protocol for a PROBE phase IIb trial
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Ulrike Grittner, Marcus Meinzer, Agnes Flöel, Robert Fleischmann, Sein Schmidt, Friederike Thams, Daria Antonenko, Eva-Lotta Brakemeier, and Anke Steinmetz
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Medicine - Abstract
Introduction A substantial number of patients diagnosed with COVID-19 experience long-term persistent symptoms. First evidence suggests that long-term symptoms develop largely independently of disease severity and include, among others, cognitive impairment. For these symptoms, there are currently no validated therapeutic approaches available. Cognitive training interventions are a promising approach to counteract cognitive impairment. Combining training with concurrent transcranial direct current stimulation (tDCS) may further increase and sustain behavioural training effects. Here, we aim to examine the effects of cognitive training alone or in combination with tDCS on cognitive performance, quality of life and mental health in patients with post-COVID-19 subjective or objective cognitive impairments.Methods and analysis This study protocol describes a prospective randomised open endpoint-blinded trial. Patients with post-COVID-19 cognitive impairment will either participate in a 3-week cognitive training or in a defined muscle relaxation training (open-label interventions). Irrespective of their primary intervention, half of the cognitive training group will additionally receive anodal tDCS, all other patients will receive sham tDCS (double-blinded, secondary intervention). The primary outcome will be improvement of working memory performance, operationalised by an n-back task, at the postintervention assessment. Secondary outcomes will include performance on trained and untrained tasks and measures of health-related quality of life at postassessment and follow-up assessments (1 month after the end of the trainings).Ethics and dissemination Ethical approval was granted by the Ethics Committee of the University Medicine Greifswald (number: BB 066/21). Results will be available through publications in peer-reviewed journals and presentations at national and international conferences.Trial registration number NCT04944147.
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- 2022
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18. Cognitive training and brain stimulation in prodromal Alzheimer’s disease (AD-Stim)—study protocol for a double-blind randomized controlled phase IIb (monocenter) trial
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Friederike Thams, Anna Kuzmina, Malte Backhaus, Shu-Chen Li, Ulrike Grittner, Daria Antonenko, and Agnes Flöel
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Transcranial direct current stimulation ,Aging ,Subjective cognitive decline ,Mild cognitive impairment ,Working memory ,Decision-making ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Given the growing older population worldwide, and the associated increase in age-related diseases, such as Alzheimer’s disease (AD), investigating non-invasive methods to ameliorate or even prevent cognitive decline in prodromal AD is highly relevant. Previous studies suggest transcranial direct current stimulation (tDCS) to be an effective method to boost cognitive performance, especially when applied in combination with cognitive training in healthy older adults. So far, no studies combining tDCS concurrent with an intense multi-session cognitive training in prodromal AD populations have been conducted. Methods The AD-Stim trial is a monocentric, randomized, double-blind, placebo-controlled study, including a 3-week tDCS-assisted cognitive training with anodal tDCS over left DLPFC (target intervention), compared to cognitive training plus sham (control intervention). The cognitive training encompasses a letter updating task and a three-stage Markov decision-making task. Forty-six participants with subjective cognitive decline (SCD) or mild cognitive impairment (MCI) will be randomized block-wise to either target or control intervention group and participate in nine interventional visits with additional pre- and post-intervention assessments. Performance in the letter updating task after training and anodal tDCS compared to sham stimulation will be analyzed as primary outcome. Further, performance on the second training task and transfer tasks will be investigated. Two follow-up visits (at 1 and 7 months post-training) will be performed to assess possible maintenance effects. Structural and functional magnetic resonance imaging (MRI) will be applied before the intervention and at the 7-month follow-up to identify possible neural predictors for successful intervention. Significance With this trial, we aim to provide evidence for tDCS-induced improvements of multi-session cognitive training in participants with SCD and MCI. An improved understanding of tDCS effects on cognitive training performance and neural predictors may help to develop novel approaches to counteract cognitive decline in participants with prodromal AD. Trial registration ClinicalTrials.gov , NCT04265378 . Registered on 07 February 2020. Retrospectively registered. Protocol version: Based on BB 004/18 version 1.2 (May 17, 2019). Sponsor: University Medicine Greifswald.
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- 2020
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19. Randomized trial of cognitive training and brain stimulation in non‐demented older adults
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Daria Antonenko, Friederike Thams, Ulrike Grittner, Jessica Uhrich, Franka Glöckner, Shu‐Chen Li, and Agnes Flöel
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cognitive intervention ,computational modeling ,electric fields ,executive functions ,healthy aging ,memory ,Neurology. Diseases of the nervous system ,RC346-429 ,Geriatrics ,RC952-954.6 - Abstract
Abstract Introduction Given rapid global population aging, developing interventions against age‐associated cognitive decline is an important medical and societal goal. We evaluated a cognitive training protocol combined with transcranial direct current stimulation (tDCS) on trained and non‐trained functions in non‐demented older adults. Methods Fifty‐six older adults (65–80 years) were randomly assigned to one of two interventional groups, using age and baseline performance as strata. Both groups performed a nine‐session cognitive training over 3 weeks with either concurrent anodal tDCS (atDCS, 1 mA, 20 minutes) over the left dorsolateral prefrontal cortex (target intervention) or sham stimulation (control intervention). Primary outcome was performance on the trained letter updating task immediately after training. Secondary outcomes included performance on other executive and memory (near and far transfer) tasks. All tasks were administered at baseline, post‐intervention, and at 1‐ and 7‐month follow‐up assessments. Prespecified analyses to investigate treatment effects were conducted using mixed‐model analyses. Results No between‐group differences emerged in the trained letter updating and Markov decision‐making tasks at post‐intervention and at follow‐up timepoints. Secondary analyses revealed group differences in one near‐transfer task: Superior n‐back task performance was observed in the tDCS group at post‐intervention and at follow‐up. No such effects were observed for the other transfer tasks. Improvements in working memory were associated with individually induced electric field strengths. Discussion Cognitive training with atDCS did not lead to superior improvement in trained task performance compared to cognitive training with sham stimulation. Thus, our results do not support the immediate benefit of tDCS‐assisted multi‐session cognitive training on the trained function. As the intervention enhanced performance in a near‐transfer working memory task, we provide exploratory evidence for effects on non‐trained working memory functions in non‐demented older adults that persist over a period of 1 month.
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- 2022
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20. Anatomical determinants of individually induced electric fields in human participants
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Daria Antonenko
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2021
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21. Inter-individual and age-dependent variability in simulated electric fields induced by conventional transcranial electrical stimulation
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Daria Antonenko, Ulrike Grittner, Guilherme Saturnino, Till Nierhaus, Axel Thielscher, and Agnes Flöel
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Aging ,Biophysical modelling ,Non-invasive brain stimulation ,Older Adults ,Simulation ,Transcranial direct current ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Variations in head and brain anatomy determine the strength and distribution of electrical fields in humans and may account for inconsistent behavioral and neurophysiological results in transcranial electrical stimulation (tES) studies. However, it is insufficiently understood which anatomical features contribute to the variability of the modelled electric fields, and if their impact varies across age groups. In the present study, we tested the associations of global head anatomy, indexed by extra- and intra-cranial volumes, with electric field measures, comparing young and older adults. We modelled six “conventional” electrode montages typically used in tES studies using SimNIBS software in 40 individuals (20 young, 20 older adults; 20-35, 64-79 years). We extracted individual electric field strengths and focality values for each montage to identify tissue volumes that account for variability of the induced electric fields in both groups. Linear mixed models explained most of the inter-individual variability of the overall induced field strength in the brain, but not of field focality. Higher absolute head volume and relative volume of skin, skull and cerebrospinal fluid (CSF) were associated with lower overall electric field strengths. Additionally, we found interactions of age group with head volume and CSF, indicating that this relationship was mitigated in the older group. Our results demonstrate the importance to adjust brain stimulation not only according to brain atrophy, but also to additional parameters of head anatomy. Future studies need to elucidate the mechanisms underlying individual variability of tES effects in young and older adults, and verify the usefulness of the proposed models in terms of neurophysiology and behavior in empirical studies.
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- 2021
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22. Beneficial effects of cerebellar tDCS on motor learning are associated with altered putamen-cerebellar connectivity: A simultaneous tDCS-fMRI study
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Matthias Liebrand, Anke Karabanov, Daria Antonenko, Agnes Flöel, Hartwig R. Siebner, Joseph Classen, Ulrike M. Krämer, and Elinor Tzvi
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tDCS ,fMRI ,Cerebellum ,M1 ,Motor sequence learning ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Non-invasive transcranial stimulation of cerebellum and primary motor cortex (M1) has been shown to enhance motor learning. However, the mechanisms by which stimulation improves learning remain largely unknown. Here, we sought to shed light on the neural correlates of transcranial direct current stimulation (tDCS) during motor learning by simultaneously recording functional magnetic resonance imaging (fMRI). We found that right cerebellar tDCS, but not left M1 tDCS, led to enhanced sequence learning in the serial reaction time task. Performance was also improved following cerebellar tDCS compared to sham in a sequence production task, reflecting superior training effects persisting into the post-training period. These behavioral effects were accompanied by increased learning-specific activity in right M1, left cerebellum lobule VI, left inferior frontal gyrus and right inferior parietal lobule during cerebellar tDCS compared to sham. Despite the lack of group-level changes comparing left M1 tDCS to sham, activity increase in right M1, supplementary motor area, and bilateral middle frontal cortex, under M1 tDCS, was associated with better sequence performance. This suggests that lack of group effects in M1 tDCS relate to inter-individual variability in learning-related activation patterns. We further investigated how tDCS modulates effective connectivity in the cortico-striato-cerebellar learning network. Using dynamic causal modelling, we found altered connectivity patterns during both M1 and cerebellar tDCS when compared to sham. Specifically, during cerebellar tDCS, negative modulation of a connection from putamen to cerebellum was decreased for sequence learning only, effectively leading to decreased inhibition of the cerebellum. These results show specific effects of cerebellar tDCS on functional activity and connectivity in the motor learning network and may facilitate the optimization of motor rehabilitation involving cerebellar non-invasive stimulation.
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- 2020
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23. Dentate Gyrus Volume Mediates the Effect of Fornix Microstructure on Memory Formation in Older Adults
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Dayana Hayek, Friederike Thams, Agnes Flöel, and Daria Antonenko
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aging ,brain plasticity ,white matter integrity ,hippocampal subfields ,tractography ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Age-related deterioration in white and gray matter is linked to cognitive deficits. Reduced microstructure of the fornix, the major efferent pathway of the hippocampus, and volume of the dentate gyrus (DG), may cause age-associated memory decline. However, the linkage between these anatomical determinants and memory retrieval in healthy aging are poorly understood. In 30 older adults, we acquired diffusion tensor and T1-weighted images for individual deterministic tractography and volume estimation. A memory task, administered outside of the scanner to assess retrieval of learned associations, required discrimination of previously acquired picture-word pairs. The results showed that fornix fractional anisotropy (FA) and left DG volumes were related to successful retrieval. These brain-behavior associations were observed for correct rejections, but not hits, indicating specificity of memory network functioning for detecting false associations. Mediation analyses showed that left DG volume mediated the effect of fornix FA on memory (48%), but not vice versa. These findings suggest that reduced microstructure induces volume loss and thus negatively affects retrieval of learned associations, complementing evidence of a pivotal role of the fornix in healthy aging. Our study offers a neurobehavioral model to explain variability in memory retrieval in older adults, an important prerequisite for the development of interventions to counteract cognitive decline.
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- 2020
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24. Combining viscoelasticity, diffusivity and volume of the hippocampus for the diagnosis of Alzheimer's disease based on magnetic resonance imaging
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Lea M. Gerischer, Andreas Fehlner, Theresa Köbe, Kristin Prehn, Daria Antonenko, Ulrike Grittner, Jürgen Braun, Ingolf Sack, and Agnes Flöel
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Dementia due to Alzheimer's Disease (AD) is a neurodegenerative disease for which treatment strategies at an early stage are of great clinical importance. So far, there is still a lack of non-invasive diagnostic tools to sensitively detect AD in early stages and to predict individual disease progression. Magnetic resonance elastography (MRE) of the brain may be a promising novel tool. In this proof-of-concept study, we investigated whether multifrequency-MRE (MMRE) can detect differences in hippocampal stiffness between patients with clinical diagnosis of dementia due to AD and healthy controls (HC). Further, we analyzed if the combination of three MRI-derived parameters, i.e., hippocampal stiffness, hippocampal volume and mean diffusivity (MD), improves diagnostic accuracy.Diagnostic criteria for probable dementia due to AD were in line with the NINCDS-ADRDA criteria and were verified through history-taking (patient and informant), neuropsychological testing, routine blood results and routine MRI to exclude other medical causes of a cognitive decline.21 AD patients and 21 HC (median age 75years) underwent MMRE and structural MRI, from which hippocampal volume and MD were calculated. From the MMRE-images maps of the magnitude |G*| and phase angle φ of the complex shear modulus were reconstructed using multifrequency inversion. Median values of |G*| and φ were extracted within three regions of interest (hippocampus, thalamus and whole brain white matter). To test the predictive value of the main outcome parameters, we performed receiver operating characteristic (ROC) curve analyses.Hippocampal stiffness (|G*|) and viscosity (φ) were significantly lower in the patient group (both p
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- 2018
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25. Effects of a Multi-Session Cognitive Training Combined With Brain Stimulation (TrainStim-Cog) on Age-Associated Cognitive Decline – Study Protocol for a Randomized Controlled Phase IIb (Monocenter) Trial
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Daria Antonenko, Friederike Thams, Jessica Uhrich, Annika Dix, Franka Thurm, Shu-Chen Li, Ulrike Grittner, and Agnes Flöel
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transcranial direct current stimulation ,aging ,cognitive training ,working memory ,decision-making ,spatial learning ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
BackgroundWith increasing aging populations worldwide, developing interventions against age-associated cognitive decline is particularly important. Evidence suggests that combination of brain stimulation with cognitive training intervention may enhance training effects in terms of performance gain or transfer to untrained domains. This protocol describes a Phase IIb clinical trial that investigates the intervention effects of training combined with brain stimulation in older adults.MethodsThe TrainStim-Cog study is a monocentric, randomized, single-blind, placebo-controlled intervention. The study will investigate cognitive training with concurrent anodal transcranial direct current stimulation (tDCS) over the left dorsolateral prefrontal cortex (target intervention) compared to cognitive training with sham stimulation (control intervention) over nine sessions in 3 weeks, consisting of a letter updating task, and a three-stage Markov decision-making task. Fifty-six older adults will be recruited from the general population. Baseline assessment will be performed including neuropsychological screening and performance on training tasks. Participants will be allocated to one of the two study arms using block-wise randomization stratified by age and baseline performance with a 1:1 allocation ratio. Primary outcome is performance in the letter updating task after training under anodal tDCS compared to sham stimulation. Secondary outcomes include performance changes in the decision-making task and transfer tasks, as well as brain structure and functional networks assessed by structural, and functional magnetic resonance imaging (MRI) that are acquired pre- and post-intervention.SignificanceThe main aim of the TrainStim-Cog study is to provide evidence for behavioral and neuronal effects of tDCS-accompanied cognitive training and to elucidate the underlying mechanisms in older adults. Our findings will contribute toward developing efficient interventions for age-associated cognitive decline.Trial registrationThis trial was retrospectively registered at Clinicaltrials.gov Identifier: NCT03838211 at February 12, 2019, https://clinicaltrials.gov/ct2/show/NCT03838211.Protocol versionBased on BB 004/18 version 1.2 (May 17, 2019).
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- 2019
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26. Role of Sensorimotor Cortex in Gestural-Verbal Integration
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Dayana Hayek, Agnes Flöel, and Daria Antonenko
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brain stimulation ,embodiment ,gestural-verbal association ,cognition ,language processing ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Action comprehension that is related to language or gestural integration has been shown to engage the motor system in the brain, thus providing preliminary evidence for the gestural-verbal embodiment concept. Based on the involvement of the sensorimotor cortex (M1) in language processing, we aimed to further explore its role in the cognitive embodiment necessary for gestural-verbal integration. As such, we applied anodal (excitatory) and sham transcranial direct current stimulation (tDCS) over the left M1 (with reference electrode over the contralateral supraorbital region) during a gestural-verbal integration task where subjects had to make a decision about the semantic congruency of the gesture (prime) and the word (target). We used a cross-over within-subject design in young subjects. Attentional load and simple reaction time (RT) tasks served as control conditions, applied during stimulation (order of three tasks was counterbalanced). Our results showed that anodal (atDCS) compared to sham tDCS (stDCS) reduced RTs in the gestural-verbal integration task, specifically for incongruent pairs of gestures and verbal expressions, with no effect on control task performance. Our findings provide evidence for the involvement of the sensorimotor system in gestural-verbal integration performance. Further, our results suggest that functional modulation induced by sensorimotor tDCS may be specific to gestural-verbal integration. Future studies should now evaluate the modulatory effect of tDCS on semantic congruency by using tDCS over additional brain regions and include assessments of neural connectivity.
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- 2018
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27. Effects of Transcranial Alternating Current Stimulation on Cognitive Functions in Healthy Young and Older Adults
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Daria Antonenko, Miriam Faxel, Ulrike Grittner, Michal Lavidor, and Agnes Flöel
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Recently, transcranial alternating current stimulation (tACS) has emerged as a tool to enhance human cognitive processes. Here, we provide a brief summary of the rationale behind tACS-induced effects on task-relevant brain oscillations and associated cognitive functions and review previous studies in young subjects that have applied tACS in cognitive paradigms. Additionally, we present pilot data where we administered theta-tACS (6 Hz) over the temporoparietal cortex and a supraorbital reference for 20 min during implicit language learning in healthy young (mean/SD age: 22/2) and older (mean/SD age: 66/4) adults, in a sham-controlled crossover design. Linear mixed models revealed significantly increased retrieval accuracy following tACS-accompanied associative learning, after controlling for session order and learning success. These data provide the first implementation of tACS during cognitive performance in older adults and support recent studies suggesting that tACS in the theta frequency range may serve as a tool to enhance cognition, possibly through direct modulation of task-relevant brain oscillations. So far, studies have been heterogeneous in their designs, leaving a number of issues to be addressed in future research, including the setup of electrodes and optimal stimulation frequencies to be employed, as well as the interaction with age and underlying brain pathologies in specific patient populations.
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- 2016
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28. Same modulation but different starting points: performance modulates age differences in inferior frontal cortex activity during word-retrieval.
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Marcus Meinzer, Tobias Flaisch, Lauren Seeds, Stacy Harnish, Daria Antonenko, Veronica Witte, Robert Lindenberg, and Bruce Crosson
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Medicine ,Science - Abstract
The neural basis of word-retrieval deficits in normal aging has rarely been assessed and the few previous functional imaging studies found enhanced activity in right prefrontal areas in healthy older compared to younger adults. However, more pronounced right prefrontal recruitment has primarily been observed during challenging task conditions. Moreover, increased task difficulty may result in enhanced activity in the ventral inferior frontal gyrus (vIFG) bilaterally in younger participants as well. Thus, the question arises whether increased activity in older participants represents an age-related phenomenon or reflects task difficulty effects. In the present study, we manipulated task difficulty during overt semantic and phonemic word-generation and used functional magnetic resonance imaging to assess activity patterns in the vIFG in healthy younger and older adults (N = 16/group; mean age: 24 vs. 69 years). Both groups produced fewer correct responses during the more difficult task conditions. Overall, older participants produced fewer correct responses and showed more pronounced task-related activity in the right vIFG. However, increased activity during the more difficult conditions was found in both groups. Absolute degree of activity was correlated with performance across groups, tasks and difficulty levels. Activity modulation (difficult vs. easy conditions) was correlated with the respective drop in performance across groups and tasks. In conclusion, vIFG activity levels and modulation of activity were mediated by performance accuracy in a similar way in both groups. Group differences in the right vIFG activity were explained by performance accuracy which needs to be considered in future functional imaging studies of healthy and pathological aging.
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- 2012
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29. Age-dependent effects of brain stimulation on network centrality.
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Daria Antonenko, Till Nierhaus, Marcus Meinzer, Kristin Prehn, Axel Thielscher, Bernd Ittermann, and Agnes Flöel
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- 2018
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30. Brain stimulation during an afternoon nap boosts slow oscillatory activity and memory consolidation in older adults.
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Julia Ladenbauer, Nadine Külzow, Sven Passmann, Daria Antonenko, Ulrike Grittner, Sascha Tamm, and Agnes Flöel
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- 2016
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31. Microstructural and functional plasticity following repeated brain stimulation during cognitive training in non-demented older adults
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Daria Antonenko, Anna Fromm, Friederike Thams, Ulrike Grittner, Marcus Meinzer, and Agnes Flöel
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The combination of repeated behavioral training with transcranial direct current stimulation (tDCS) holds promise to exert benefial effects on brain function beyond the trained task. However, little is known about the underlying mechanisms. This was adressed by multimodal magnetic resonance imaging (MRI) before and after a three-week executive function training with prefrontal excitatory tDCS in 48 older adults. Results demonstrate that training combined with active tDCS enhanced prefrontal white matter microstructure which predicted individual performance gain. Training-plus-tDCS also resulted in microstructural grey matter reductions at the stimulation site, and increased prefrontal functional connectivity. We provide insight into the mechanisms underlying neuromodulatory interventions, suggesting tDCS-induced changes in fiber organization and myelin formation, glia-related and synaptic processes in the target region, and synchronization within targeted functional networks. These findings advance the mechanistic understanding of neural tDCS effects, thereby contributing to more targeted neural network modulation in future experimental and translation tDCS applications.
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- 2022
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32. Towards Optimization of Oscillatory Stimulation During Sleep
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Daniela Obst, Julia Ladenbauer, Eric Tonnies, Liliia Khakimova, Robert Malinowski, Agnes Flöel, Jeff Hanna, Klaus Obermayer, and Daria Antonenko
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Future studies ,oscillatory-tDCS ,Transcranial direct-current stimulation ,business.industry ,medicine.medical_treatment ,phase amplitude coupling ,Stimulation ,General Medicine ,Coupling (electronics) ,Rhythm ,Anesthesiology and Pain Medicine ,Neurology ,Memory ,sleep spindle ,medicine ,Memory consolidation ,Sleep (system call) ,ddc:610 ,Neurology (clinical) ,business ,Neuroscience ,slow oscillation - Abstract
BackgroundOscillatory rhythms during sleep such as slow oscillations (SO) and spindles, and most importantly their coupling, are thought to underlie processes of memory consolidation. External slow oscillatory transcranial direct current stimulation (so-tDCS) with a frequency of 0.75 Hz has been shown to improve this coupling and memory consolidation, however, effects varied quite markedly between individuals, studies, and species. Here, we aimed to determine how precisely the frequency of stimulation has to match the naturally occurring SO frequency in individuals to optimally improve SO-spindle coupling. Moreover, we systematically tested stimulation durations necessary to induce changes.MethodsWe addressed these questions by comparing so-tDCS with individualized frequency to standardized frequency of 0.75 Hz in a within-subject design with 28 older participants during napping while systematically varying stimulation train durations between 30 s, 2 min, and 5 min.ResultsStimulation trains as short as 30 s were sufficient to modulate the coupling between SOs and spindle activity. Contrary to our expectations, so-tDCS with standardized frequency indicated stronger aftereffects with regard to SO-spindle coupling compared to individualized frequency. Angle and variance of spindle maxima occurrence during the SO cycle were similarly modulated.ConclusionIn sum, short stimulation trains were sufficient to induce significant changes in sleep physiology allowing for more trains of stimulation, which provides methodological advantages and possibly even larger behavioral effects in future studies. With regard to individualized stimulation frequency, further options of optimization need to be investigated, such as closed-loop stimulation to calibrate stimulation frequency to the SO frequency at time of stimulation onset.Significance statementApplication of slow oscillatory transcranial direct current stimulation during sleep has been shown to enhance specific memory-relevant sleep parameters and memory performance after sleep, albeit with a high degree of variability. Here, we systematically explored two major stimulation parameters possibly accounting for this variability in humans: frequency and duration of stimulation. We found, contrary to our expectations, standardized frequency stimulation with 0.75 Hz being superior to individualized frequency stimulation in enhancing specific sleep parameters. Moreover short stimulation trains of 30 seconds were as effective as 5 min in modulating aftereffects. These are encouraging findings, implying methodological advantages as larger quantity of aftereffects data can be obtained within the same time window, which may also lead to enhanced behavioral stimulation effects.
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- 2022
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33. Functional and structural syntax networks in aging.
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Daria Antonenko, Jens Brauer, Marcus Meinzer, Anja Fengler, Lucia Kerti, Angela D. Friederici, and Agnes Flöel
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- 2013
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34. Review for 'Review of individualized current flow modeling studies for transcranial electrical stimulation'
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null Daria Antonenko
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- 2022
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35. Grammar learning in older adults is linked to white matter microstructure and functional connectivity.
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Daria Antonenko, Marcus Meinzer, Robert Lindenberg, Anja Veronica Witte, and Agnes Flöel
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- 2012
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36. Modulation of network centrality and gray matter microstructure using multi‐session brain stimulation and memory training
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Friederike Thams, Nadine Külzow, Agnes Flöel, and Daria Antonenko
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Radiological and Ultrasound Technology ,diagnostic imaging [Gray Matter] ,Brain ,Transcranial Direct Current Stimulation ,methods [Transcranial Direct Current Stimulation] ,Magnetic Resonance Imaging ,physiology [Brain] ,Diffusion Tensor Imaging ,methods [Magnetic Resonance Imaging] ,Neurology ,Humans ,Learning ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,ddc:610 ,Anatomy ,Gray Matter ,diagnostic imaging [Brain] ,Aged - Abstract
Neural mechanisms of behavioral improvement induced by repeated transcranial direct current stimulation (tDCS) combined with cognitive training are yet unclear. Previously, we reported behavioral effects of a 3-day visuospatial memory training with concurrent anodal tDCS over the right temporoparietal cortex in older adults. To investigate intervention-induced neural alterations we here used functional magnetic resonance imaging (fMRI) and diffusion tensor imaging (DTI) datasets available from 35 participants of this previous study, acquired before and after the intervention. To delineate changes in whole-brain functional network architecture, we employed eigenvector centrality mapping. Gray matter alterations were analyzed using DTI-derived mean diffusivity (MD). Network centrality in the bilateral posterior temporooccipital cortex was reduced after anodal compared to sham stimulation. This focal effect is indicative of decreased functional connectivity of the brain region underneath the anodal electrode and its left-hemispheric homolog with other "relevant" (i.e., highly connected) brain regions, thereby providing evidence for reorganizational processes within the brain's network architecture. Examining local MD changes in these clusters, an interaction between stimulation condition and training success indicated a decrease of MD in the right (stimulated) temporooccipital cluster in individuals who showed superior behavioral training benefits. Using a data-driven whole-brain network approach, we provide evidence for targeted neuromodulatory effects of a combined tDCS-and-training intervention. We show for the first time that gray matter alterations of microstructure (assessed by DTI-derived MD) may be involved in tDCS-enhanced cognitive training. Increased knowledge on how combined interventions modulate neural networks in older adults, will help the development of specific therapeutic interventions against age-associated cognitive decline.
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- 2022
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37. Spermidine supplementation and diffusion weighted imaging in subjective cognitive decline
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Katharina Wurdack, Claudia Schwarz, Gloria Benson, Nora Horn, Daria Antonenko, Sebastian Hofer, Miranka Wirth, Stephan Sigrist, Frank Madeo, and Agnes Flöel
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Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2021
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38. Negative affective burden is associated with higher resting-state functional connectivity in subjective cognitive decline
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Claudia Schwarz, Gloria S. Benson, Daria Antonenko, Nora Horn, Theresa Köbe, Olga Klimecki, Werner Sommer, Miranka Wirth, Agnes Flöel, Institute for Molecular Medicine Finland, and University of Helsinki
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Multidisciplinary ,diagnostic imaging [Cognitive Dysfunction] ,Brain ,Neuropsychological Tests ,Magnetic Resonance Imaging ,3124 Neurology and psychiatry ,Cross-Sectional Studies ,Alzheimer Disease ,Neural Pathways ,Humans ,Cognitive Dysfunction ,ddc:600 ,diagnostic imaging [Brain] ,Aged - Abstract
Publisher Copyright: © 2022, The Author(s). Subjective cognitive decline (SCD), as expressed by older adults, is associated with negative affect, which, in turn, is a likely risk factor for Alzheimer’s Disease (AD). This study assessed the associations between negative affective burden, cognitive functioning, and functional connectivity in networks vulnerable to AD in the context of SCD. Older participants (60–90 years) with SCD (n = 51) and healthy controls (n = 50) were investigated in a cross-sectional study. Subclinical negative affective burden, quantified through a composite of self-reported negative affective factors, was related to cognitive functioning (self-perceived and objective) and functional connectivity. Seed-to-voxel analyses were carried out in default mode network (DMN) and salience network (SAL) nodes using resting-state functional magnetic resonance imaging. Greater negative affective burden was associated with lower self-perceived cognitive functioning and lower between-network functional connectivity of DMN and SAL nodes in the total sample. In addition, there was a significant moderation of SCD status. Greater negative affective burden related to higher functional connectivity within DMN (posterior cingulate-to-precuneus) and within SAL (anterior cingulate-to-insula) nodes in the SCD group, whereas in controls the inverse association was found. We show that negative affective burden is associated with functional brain alterations in older adults, regardless of SCD status. Specifically in the SCD phenotype, greater negative affective burden relates to higher functional connectivity within brain networks vulnerable to AD. Our findings imply that negative affective burden should be considered a potentially modifiable target for early intervention.
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- 2021
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39. Interrelations between delta waves, spindles and slow oscillations in human NREM sleep and their functional role in memory
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Agnes Flöel, Klaus Obermayer, Robert Malinowski, Ulrike Grittner, Larissa N. Wüst, Daria Antonenko, Julia Ladenbauer, and Liliia Khakimova
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Coupling (electronics) ,Functional role ,Physics ,Delta wave ,Memory formation ,Sleep spindle ,Neurophysiology ,Sleep in non-human animals ,Neuroscience ,Non-rapid eye movement sleep - Abstract
Certain neurophysiological characteristics of sleep, in particular slow oscillations (SO), sleep spindles, and their temporal coupling, have been well characterized and associated with human memory formation. Delta waves, which are somewhat higher in frequency and lower in amplitude compared to SO, have only recently been found to play a critical role in memory processing of rodents, through a competitive interplay between SO-spindle and delta-spindle coupling. However, human studies that comprehensively address delta waves, their interactions with spindles and SOs as well as their functional role for memory are still lacking.Electroencephalographic data were acquired across three naps of 33 healthy older human participants (17 female) to investigate delta-spindle coupling and the interplay between delta and SO-related activity. Additionally, we determined intra-individual stability of coupling measures and their potential link to the ability to form novel memories.Our results revealed weaker delta-spindle compared to SO-spindle coupling. Contrary to our initial hypothesis, we found that increased delta activity was accompanied by stronger SO-spindle coupling. Moreover, we identified the ratio between SO- and delta-nested spindles as the sleep parameter that predicted ability to form novel memories best.Our study suggests that SOs, delta waves and sleep spindles should be jointly considered when aiming to link sleep physiology and memory formation in aging.Significance statementInterrelations between delta waves, slow oscillations and sleep spindles have recently been causally linked to the balance between consolidation and forgetting in rats using optogenetics. In humans, SO-spindle coupling has been intensively investigated, but delta waves and their interaction with spindles were only studied jointly as SWA. Here we delineate the coupling of delta waves to spindles, investigate interactions of delta- and SO-related activity and investigate their role for the ability to form novel memories in healthy older individuals. Our results show differences as well as dependencies between SO- and delta-related activities including spindle coupling. Further, our results indicate that the ratio of SO- to delta-nested spindles might be the most informative sleep parameter for memory formation of older adults.
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- 2021
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40. tDCS-induced episodic memory enhancement and its association with functional network coupling in older adults
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Justus Netzband, Daria Antonenko, Ulrike Grittner, Agnes Flöel, and Dayana Hayek
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0301 basic medicine ,Male ,medicine.medical_treatment ,Memory, Episodic ,Prefrontal Cortex ,lcsh:Medicine ,Transcranial Direct Current Stimulation ,Article ,Functional networks ,03 medical and health sciences ,0302 clinical medicine ,Cognition ,medicine ,Humans ,Association (psychology) ,lcsh:Science ,Episodic memory ,Aged ,Aged, 80 and over ,Multidisciplinary ,medicine.diagnostic_test ,Transcranial direct-current stimulation ,lcsh:R ,Middle Aged ,Magnetic Resonance Imaging ,030104 developmental biology ,Positive response ,Brain stimulation ,Female ,lcsh:Q ,Functional magnetic resonance imaging ,Psychology ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Transcranial direct current stimulation (tDCS) augments training-induced cognitive gains, an issue of particular relevance in the aging population. However, negative outcomes have been reported as well, and few studies so far have evaluated the impact of tDCS on episodic memory formation in elderly cohorts. The heterogeneity of previous findings highlights the importance of elucidating neuronal underpinnings of tDCS-induced modulations, and of determining individual predictors of a positive response. In the present study, we aimed to modulate episodic memory formation in 34 older adults with anodal tDCS (1 mA, 20 min) over left temporoparietal cortex. Participants were asked to learn novel associations between pictures and pseudowords, and episodic memory performance was subsequently assessed during immediate retrieval. Prior to experimental sessions, participants underwent resting-state functional magnetic resonance imaging. tDCS led to better retrieval performance and augmented learning curves. Hippocampo-temporoparietal functional connectivity was positively related to initial memory performance, and was positively associated with the magnitude of individual tDCS-induced enhancement. In sum, we provide evidence for brain stimulation-induced plasticity of episodic memory processes in older adults, corroborating and extending previous findings. Our results demonstrate that intrinsic network coupling may determine individual responsiveness to brain stimulation, and thus help to further explain variability of tDCS responsiveness in older adults.
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- 2019
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41. Estimation of individually induced e-field strength during transcranial electric stimulation using the head circumference
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Oula Puonti, Agnes Flöel, Axel Thielscher, Ulrike Grittner, and Daria Antonenko
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Adult ,Electric field simulation ,Biophysics ,Context (language use) ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Transcranial Direct Current Stimulation ,Article ,Brain anatomy ,Mathematical equations ,Electricity ,Electric field ,medicine ,Humans ,Individualization ,ddc:610 ,Non-invasive brain stimulation ,diagnostic imaging [Brain] ,Electric stimulation ,Physics ,medicine.diagnostic_test ,General Neuroscience ,Brain ,Magnetic resonance imaging ,Magnetic Resonance Imaging ,Transcranial Magnetic Stimulation ,Electric Stimulation ,Head circumference ,Computational modelling ,Neurology (clinical) ,Head ,Biomedical engineering ,RC321-571 ,Transcranial electrical stimulation - Abstract
Background Head and brain anatomy have been related to e-field strength induced by transcranial electrical stimulation (tES). Individualization based on anatomic factors require high-quality structural magnetic resonance images, which are not always available. Head circumference (HC) can serve as an alternative means, but its linkage to electric field strength has not yet been established. Methods We simulated electric fields induced by tES based on individual T1w- and T2w-images of 47 healthy adults, for four conventional (“standard”) and four corresponding focal (”4x1”) electrode montages. Associations of electric field strength with individual HC were calculated using linear mixed models. Results Larger HC was associated with lower electric field strength across montages. We provide mathematical equations to estimate individual electric field strength based on the HC. Conclusion HC can be used as an alternative to estimate interindividual differences of the tES-induced electric field strength and to prospectively individualize stimulation dose, e.g., in the clinical context.
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- 2021
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42. Impact of COMT val158met on tDCS-induced cognitive enhancement in older adults
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Agnes Flöel, Nadine Külzow, Dayana Hayek, Ulrike Grittner, Sophie Lehnerer, Kristin Prehn, Dan Rujescu, Alice Schneider, A. Veronica Witte, Marcus Meinzer, and Daria Antonenko
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Oncology ,Apolipoprotein E ,Male ,medicine.medical_specialty ,Aging ,Plasticity ,medicine.medical_treatment ,genetics [Catechol O-Methyltransferase] ,Transcranial Direct Current Stimulation ,Catechol O-Methyltransferase ,03 medical and health sciences ,Behavioral Neuroscience ,0302 clinical medicine ,Cognition ,physiology [Cerebral Cortex] ,Neurotrophic factors ,Internal medicine ,medicine ,Genetics ,Humans ,Effects of sleep deprivation on cognitive performance ,ddc:610 ,030304 developmental biology ,Aged ,Aged, 80 and over ,Cerebral Cortex ,0303 health sciences ,Polymorphism, Genetic ,Transcranial direct-current stimulation ,business.industry ,physiology [Cognition] ,Middle Aged ,Individual variability ,Cognitive functions ,Clinical trial ,Behavioral response ,Brain stimulation ,FOS: Biological sciences ,Female ,Transcranial direct current stimulation ,business ,030217 neurology & neurosurgery ,600 Technik, Medizin, angewandte Wissenschaften::610 Medizin und Gesundheit::610 Medizin und Gesundheit - Abstract
Background Previous studies suggest that genetic polymorphisms and aging modulate inter-individual variability in brain stimulation-induced plasticity. However, the relationship between genetic polymorphisms and behavioral modulation through transcranial direct current stimulation (tDCS) in older adults remains poorly understood. Objective Link individual tDCS responsiveness, operationalized as performance difference between tDCS and sham condition, to common genetic polymorphisms in healthy older adults. Methods 106 healthy older participants from five tDCS-studies were re-invited to donate blood for genotyping of apoliproprotein E (APOE: e4 carriers and e4 non-carriers), catechol-O-methyltransferase (COMT: val/val, val/met, met/met), brain-derived neurotrophic factor (BDNF: val/val, val/met, met/met) and KIdney/BRAin encoding gene (KIBRA: C/C, C/T, T/T). Studies had assessed cognitive performance during tDCS and sham in cross-over designs. We now asked whether the tDCS responsiveness was related to the four genotypes using a linear regression models. Results We found that tDCS responsiveness was significantly associated with COMT polymorphism; i.e., COMT val carriers (compared to met/met) showed higher tDCS responsiveness. No other significant associations emerged. Conclusion Using data from five brain stimulation studies conducted in our group, we showed that only individual variation of COMT genotypes modulated behavioral response to tDCS. These findings contribute to the understanding of inherent factors that explain inter-individual variability in functional tDCS effects in older adults, and might help to better stratify participants for future clinical trials.
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- 2021
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43. Feasibility of Cognitive Training in Combination With Transcranial Direct Current Stimulation in a Home-Based Context (TrainStim-Home): study protocol for a randomised controlled trial
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Friederike Thams, Merle Rocke, Robert Malinowski, Rafal Nowak, Ulrike Grittner, Daria Antonenko, and Agnes Flöel
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clinical trials ,neurology ,General Medicine ,methods [Transcranial Direct Current Stimulation] ,preventive medicine ,Transcranial Direct Current Stimulation ,Cognition ,Double-Blind Method ,Feasibility Studies ,Humans ,ddc:610 ,Cognition Disorders ,Aged ,Randomized Controlled Trials as Topic - Abstract
IntroductionWith the worldwide increase of life expectancy leading to a higher proportion of older adults experiencing age-associated deterioration of cognitive abilities, the development of effective and widely accessible prevention and therapeutic measures has become a priority and challenge for modern medicine. Combined interventions of cognitive training and transcranial direct current stimulation (tDCS) have shown promising results for counteracting age-associated cognitive decline. However, access to clinical centres for repeated sessions is challenging, particularly in rural areas and for older adults with reduced mobility, and lack of clinical personnel and hospital space prevents extended interventions in larger cohorts. A home-based and remotely supervised application of tDCS would make the treatment more accessible for participants and relieve clinical resources. So far, studies assessing feasibility of combined interventions with a focus on cognition in a home-based setting are rare. With this study, we aim to provide evidence for the feasibility and the effects of a multisession home-based cognitive training in combination with tDCS on cognitive functions of healthy older adults.Methods and analysisThe TrainStim-Home trial is a monocentric, randomised, double-blind, placebo-controlled study. Thirty healthy participants, aged 60–80 years, will receive 2 weeks of combined cognitive training and anodal tDCS over left dorsolateral prefrontal cortex (target intervention), compared with cognitive training plus sham stimulation. The cognitive training will comprise a letter updating task, and the participants will be stimulated for 20 min with 1.5 mA. The intervention sessions will take place at the participants’ home, and primary outcome will be the feasibility, operationalised by two-thirds successfully completed sessions per participant. Additionally, performance in the training task and an untrained task will be analysed.Ethics and disseminationEthical approval was granted by the ethics committee of the University Medicine Greifswald. Results will be available through publications in peer-reviewed journals and presentations at national and international conferences.Trial registration numberNCT04817124.
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- 2022
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44. Neuromodulation through brain stimulation-assisted cognitive training in patients with post-COVID-19 cognitive impairment (Neuromod-COV): study protocol for a PROBE phase IIb trial
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Friederike Thams, Daria Antonenko, Robert Fleischmann, Marcus Meinzer, Ulrike Grittner, Sein Schmidt, Eva-Lotta Brakemeier, Anke Steinmetz, and Agnes Flöel
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clinical trials ,neurology ,education ,Brain ,COVID-19 ,General Medicine ,Transcranial Direct Current Stimulation ,Clinical Trials, Phase II as Topic ,Cognition ,therapy [COVID-19] ,Quality of Life ,Humans ,Cognitive Dysfunction ,therapy [Cognitive Dysfunction] ,ddc:610 ,Prospective Studies ,Randomized Controlled Trials as Topic - Abstract
IntroductionA substantial number of patients diagnosed with COVID-19 experience long-term persistent symptoms. First evidence suggests that long-term symptoms develop largely independently of disease severity and include, among others, cognitive impairment. For these symptoms, there are currently no validated therapeutic approaches available. Cognitive training interventions are a promising approach to counteract cognitive impairment. Combining training with concurrent transcranial direct current stimulation (tDCS) may further increase and sustain behavioural training effects. Here, we aim to examine the effects of cognitive training alone or in combination with tDCS on cognitive performance, quality of life and mental health in patients with post-COVID-19 subjective or objective cognitive impairments.Methods and analysisThis study protocol describes a prospective randomised open endpoint-blinded trial. Patients with post-COVID-19 cognitive impairment will either participate in a 3-week cognitive training or in a defined muscle relaxation training (open-label interventions). Irrespective of their primary intervention, half of the cognitive training group will additionally receive anodal tDCS, all other patients will receive sham tDCS (double-blinded, secondary intervention). The primary outcome will be improvement of working memory performance, operationalised by an n-back task, at the postintervention assessment. Secondary outcomes will include performance on trained and untrained tasks and measures of health-related quality of life at postassessment and follow-up assessments (1 month after the end of the trainings).Ethics and disseminationEthical approval was granted by the Ethics Committee of the University Medicine Greifswald (number: BB 066/21). Results will be available through publications in peer-reviewed journals and presentations at national and international conferences.Trial registration numberNCT04944147.
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- 2022
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45. A Checklist for Assessing the Methodological Quality of Concurrent tES-fMRI Studies (ContES Checklist): A Consensus Study and Statement
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Timothy J. Meeker, Xiaochu Zhang, Henry W. Chase, Sook-Lei Liew, Patrick Ragert, Asif Jamil, Rany Abend, Yuranny Cabral-Calderin, Giulio Ruffini, Paola Marangolo, Davide Momi, Nastaran Malmir, Brian Falcone, Dagmar Timmann, Christian C. Ruff, Natasza Orlov, Daria Antonenko, Klaus Schellhorn, Adam J. Woods, Marc Bächinger, Jorge Almeida, Chris Baeken, Charlotte J. Stagg, Rasoul Mahdavifar-Khayati, Hosna Tavakoli, Kristoffer Hougaard Madsen, Roland H. Grabner, Abhishek Datta, Hamed Ekhtiari, Marius Moisa, Matthew H. Davis, Jenny Crinion, Ghazaleh Soleimani, Johannes Vosskuhl, Arshiya Sangchooli, Hartwig R. Siebner, Benjamin Thompson, Andrea Antal, Til Ole Bergmann, Marcus Meinzer, Mehran Zare-Bidoky, A. Duke Shereen, Alexander Opitz, Benedikt Zoefel, Stéphanie Lefebvre, Iman Ghodratitoostani, Bart Krekelberg, Zeinab Esmaeilpour, Bernhard Sehm, Tibor Auer, Gottfried Schlaug, Aki Tsuchiyagaito, Marom Bikson, Helen C. Barron, Beni Mulyana, Chi Hung Juan, Inês R. Violante, Daniel Keeser, Axel Thielscher, Joel D. Greenspan, Christiane Anne Weinrich, Hossein Mohaddes Ardabili, Lucia M. Li, Mohsen Ebrahimi, Georg Groen, Martin Ulrich, Peyman Ghobadi-Azbari, Michaela Ruttorf, Tobias U. Hauser, Christoph Herrmann, Michael A. Nitsche, Gesa Hartwigsen, Valentina Fiori, Gadi Gilam, and Andrew K. Martin
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Statement (computer science) ,International network ,media_common.quotation_subject ,Steering committee ,Applied psychology ,Checklist ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Quality (business) ,Psychology ,Methodological quality ,computer ,030217 neurology & neurosurgery ,Delphi ,Brain function ,media_common ,computer.programming_language - Abstract
BackgroundLow intensity transcranial electrical stimulation (tES), including alternating or direct current stimulation (tACS or tDCS), applies weak electrical stimulation to modulate the activity of brain circuits. Integration of tES with concurrent functional magnetic resonance imaging (fMRI) allows for the mapping of neural activity during neuromodulation, supporting causal studies of both brain function and tES effects. Methodological aspects of tES-fMRI studies underpin the results, and reporting them in appropriate detail is required for reproducibility and interpretability. Despite the growing number of published reports, there are no consensus-based checklists for disclosing methodological details of concurrent tES-fMRI studies.ObjectiveTo develop a consensus-based checklist of reporting standards for concurrent tES-fMRI studies to support methodological rigor, transparency, and reproducibility (ContES Checklist).MethodsA two-phase Delphi consensus process was conducted by a steering committee (SC) of 13 members and 49 expert panelists (EP) through the International Network of the tES-fMRI (INTF) Consortium. The process began with a circulation of a preliminary checklist of essential items and additional recommendations, developed by the SC based on a systematic review of 57 concurrent tES-fMRI studies. Contributors were then invited to suggest revisions or additions to the initial checklist. After the revision phase, contributors rated the importance of the 17 essential items and 42 additional recommendations in the final checklist. The state of methodological transparency within the 57 reviewed concurrent tES-fMRI studies was then assessed using the checklist.ResultsExperts refined the checklist through the revision and rating phases, leading to a checklist with three categories of essential items and additional recommendations: (1) technological factors, (2) safety and noise tests, and (3) methodological factors. The level of reporting of checklist items varied among the 57 concurrent tES-fMRI papers, ranging from 24% to 76%. On average, 53% of checklist items were reported in a given article.ConclusionsUse of the ContES checklist is expected to enhance the methodological reporting quality of future concurrent tES-fMRI studies, and increase methodological transparency and reproducibility.
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- 2020
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46. Association of cognitive performance and psychological traits with diffusion‐weighted tract metrics in older adults with subjective cognitive decline and mild cognitive impairment
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Gloria Benson, Agnes Flöel, Claudia Schwarz, Katharina Wurdack, Daria Antonenko, Dayana Hayek, Nora Horn, Theresa Köbe, and Miranka Wirth
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Epidemiology ,Health Policy ,Early detection ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Neuroimaging ,Neurology (clinical) ,Effects of sleep deprivation on cognitive performance ,Geriatrics and Gerontology ,Cognitive decline ,Psychology ,Association (psychology) ,Cognitive impairment ,Clinical psychology - Published
- 2020
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47. Beneficial effects of cerebellar tDCS on motor learning are associated with altered putamen-cerebellar connectivity: A simultaneous tDCS-fMRI study
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Daria Antonenko, Matthias Liebrand, Joseph Classen, Elinor Tzvi, Anke Ninija Karabanov, Hartwig R. Siebner, Agnes Flöel, and Ulrike M. Krämer
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Serial reaction time ,Male ,Cerebellum ,medicine.medical_treatment ,M1 ,Transcranial Direct Current Stimulation ,physiology [Psychomotor Performance] ,tDCS ,0302 clinical medicine ,Neural Pathways ,Medicine ,Brain Mapping ,Transcranial direct-current stimulation ,Supplementary motor area ,medicine.diagnostic_test ,Putamen ,05 social sciences ,fMRI ,Motor Cortex ,physiology [Putamen] ,Middle Aged ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Neurology ,Female ,Primary motor cortex ,Motor learning ,Adult ,Cognitive Neuroscience ,physiology [Neural Pathways] ,050105 experimental psychology ,lcsh:RC321-571 ,03 medical and health sciences ,Young Adult ,Reaction Time ,Humans ,Learning ,0501 psychology and cognitive sciences ,ddc:610 ,physiology [Learning] ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,Motor sequence learning ,physiology [Cerebellum] ,business.industry ,physiology [Motor Cortex] ,nervous system ,business ,Functional magnetic resonance imaging ,Neuroscience ,030217 neurology & neurosurgery ,Psychomotor Performance - Abstract
Non-invasive transcranial stimulation of cerebellum and primary motor cortex (M1) has been shown to enhance motor learning. However, the mechanisms by which stimulation improves learning remain largely unknown. Here, we sought to shed light on the neural correlates of transcranial direct current stimulation (tDCS) during motor learning by simultaneously recording functional magnetic resonance imaging (fMRI). We found that right cerebellar tDCS, but not left M1 tDCS, led to enhanced sequence learning in the serial reaction time task. Performance was also improved following cerebellar tDCS compared to sham in a sequence production task, reflecting superior training effects persisting into the post-training period. These behavioral effects were accompanied by increased learning-specific activity in right M1, left cerebellum lobule VI, left inferior frontal gyrus and right inferior parietal lobule during cerebellar tDCS compared to sham. Despite the lack of group-level changes comparing left M1 tDCS to sham, activity increase in right M1, supplementary motor area, and bilateral superior frontal cortex, under M1 tDCS, was associated with better sequence performance. This suggests that lack of group effects in M1 tDCS relate to inter-individual variability in learning-related activation patterns. We further investigated how tDCS modulates effective connectivity in the cortico-striato-cerebellar learning network. Using dynamic causal modelling, we found altered connectivity patterns during both M1 and cerebellar tDCS when compared to sham. Specifically, during cerebellar tDCS, negative modulation of a connection from putamen to cerebellum was decreased for sequence learning only, effectively leading to decreased inhibition of the cerebellum. These results show specific effects of cerebellar tDCS on functional activity and connectivity in the motor learning network and may facilitate the optimization of motor rehabilitation involving cerebellar non-invasive stimulation.
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- 2020
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48. Resting‐state functional connectivity modulation through a combined a TDCS‐visuospatial training on object‐location memory in healthy older adults and patients with mild cognitive impairment
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Agnes Flöel, Friederike Thams, Daria Antonenko, and Nadine Külzow
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Resting state fMRI ,Epidemiology ,Health Policy ,Functional connectivity ,Object (computer science) ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Neuroimaging ,Neurology (clinical) ,Geriatrics and Gerontology ,Psychology ,Cognitive impairment ,Neuroscience ,Brain aging - Published
- 2020
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49. Effects of a multi‐session cognitive training combined with brain stimulation on age‐associated cognitive decline
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Shu-Chen Li, Agnes Flöel, Daria Antonenko, and Friederike Thams
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medicine.medical_specialty ,Epidemiology ,Health Policy ,Audiology ,Cognitive training ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Brain stimulation ,medicine ,Neurology (clinical) ,Session (computer science) ,Geriatrics and Gerontology ,Cognitive decline ,Psychology - Published
- 2020
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50. Cognitive training and brain stimulation in prodromal Alzheimer's disease (AD-Stim)-study protocol for a double-blind randomized controlled phase IIb (monocenter) trial
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Daria Antonenko, Ulrike Grittner, Malte Backhaus, Anna Kuzmina, Shu-Chen Li, Friederike Thams, and Agnes Flöel
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medicine.medical_specialty ,Aging ,Neurology ,Cognitive Neuroscience ,medicine.medical_treatment ,Prefrontal Cortex ,Transcranial Direct Current Stimulation ,lcsh:RC346-429 ,050105 experimental psychology ,lcsh:RC321-571 ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,Cognition ,Double-Blind Method ,Alzheimer Disease ,medicine ,Humans ,0501 psychology and cognitive sciences ,Cognitive Dysfunction ,therapy [Cognitive Dysfunction] ,Effects of sleep deprivation on cognitive performance ,ddc:610 ,Cognitive decline ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,lcsh:Neurology. Diseases of the nervous system ,Aged ,Randomized Controlled Trials as Topic ,Transcranial direct-current stimulation ,medicine.diagnostic_test ,therapy [Alzheimer Disease] ,business.industry ,Working memory ,Research ,05 social sciences ,Mild cognitive impairment ,Cognitive training ,Transfer ,Brain stimulation ,Subjective cognitive decline ,Neurology (clinical) ,business ,Functional magnetic resonance imaging ,030217 neurology & neurosurgery ,Decision-making - Abstract
Background Given the growing older population worldwide, and the associated increase in age-related diseases, such as Alzheimer’s disease (AD), investigating non-invasive methods to ameliorate or even prevent cognitive decline in prodromal AD is highly relevant. Previous studies suggest transcranial direct current stimulation (tDCS) to be an effective method to boost cognitive performance, especially when applied in combination with cognitive training in healthy older adults. So far, no studies combining tDCS concurrent with an intense multi-session cognitive training in prodromal AD populations have been conducted. Methods The AD-Stim trial is a monocentric, randomized, double-blind, placebo-controlled study, including a 3-week tDCS-assisted cognitive training with anodal tDCS over left DLPFC (target intervention), compared to cognitive training plus sham (control intervention). The cognitive training encompasses a letter updating task and a three-stage Markov decision-making task. Forty-six participants with subjective cognitive decline (SCD) or mild cognitive impairment (MCI) will be randomized block-wise to either target or control intervention group and participate in nine interventional visits with additional pre- and post-intervention assessments. Performance in the letter updating task after training and anodal tDCS compared to sham stimulation will be analyzed as primary outcome. Further, performance on the second training task and transfer tasks will be investigated. Two follow-up visits (at 1 and 7 months post-training) will be performed to assess possible maintenance effects. Structural and functional magnetic resonance imaging (MRI) will be applied before the intervention and at the 7-month follow-up to identify possible neural predictors for successful intervention. Significance With this trial, we aim to provide evidence for tDCS-induced improvements of multi-session cognitive training in participants with SCD and MCI. An improved understanding of tDCS effects on cognitive training performance and neural predictors may help to develop novel approaches to counteract cognitive decline in participants with prodromal AD. Trial registration ClinicalTrials.gov, NCT04265378. Registered on 07 February 2020. Retrospectively registered. Protocol version: Based on BB 004/18 version 1.2 (May 17, 2019). Sponsor: University Medicine Greifswald.
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- 2020
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