Enhancement of learning associated neural plasticity by SSRIs
Enhancement of learning associated neural plasticity by SSRIs
Disciplines
Clinical Medicine (40%); Medical-Theoretical Sciences, Pharmacy (60%)
Keywords
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Neuroplasticity,
Serotonin,
Selective Serotonin Reuptake Inhibitors,
Learning,
Neurotrophines,
Depression
Background: Conclusive evidence states that the serotonergic system, a neurotransmitter system in the brain, mediates neuroplasticity, the ability of the brain to adapt to new circumstances, from early embryonic development until brain maturation in adulthood. This study aims to demonstrate that selective serotonin reuptake inhibitors (SSRIs), a class of drugs used for the treatment of depression and anxiety disorders, enhance neuroplasticity in the human brain. This will contribute our understanding of the mechanism of action of therapy with SSRIs. Objectives: (1) To prove a positive influence of SSRIs on brain structural remodeling during learning, reflected by enhancements of gray and white matter microstructure, connectivity and functionality in brain regions involved in learning processes. (2) To show that this effect is topologically specific, that is that enhancements of plasticity markers are found in different regions depending on their involvement during the performance of specific learning tasks. Study design: Randomized, double-blind, placebo-controlled, longitudinal mono-center study. 80 healthy subjects will undergo three Magnet resonance imaging (MRI) scanning sessions: 1. baseline, at study entry, 2. after 3 weeks of facial/emotional (n=40) or Chinese charactermeaning learning (n=40) and 3. after 3 weeks learning of new associations under administration of an SSRI or placebo. Methods: MRI measurements will be performed on a 3 Tesla PRISMA MAGNETOM scanner. Changes in gray matter microstructure will be assessed using high-resolution structural MRI and analyzed with voxel-based morphometry (VBM). Diffusion tensor imaging (DTI) enables non-invasive investigation of neuroplasticity in the human brain based on the reduction in mean diffusivity associated with increased synaptic activity, which reflects the swelling of astrocytes, cells involved in the maintenance of neuronal functioning. Resting-state functional MRI (fMRI) will allow for the measurement of changes in functional coupling between brain regions, and fMRI during tasks will assess differential activity in brain regions during learning. Relevance and implications: This study aims to provide evidence that SSRIs facilitate cytoarchitectonical restructuring. In addition to expanding our current knowledge on the trophic effects of SSRIs, the results of this study will also elucidate interactions between the serotonergic system and changes to neuronal networks during learning as well as their behavioral consequences. By probing the neurobiological correlates of the antidepressant and anti-anxiety effects of SSRIs, this study will provide a rationale for targeted interventions that harness the neuroplasticity enhancing properties of SSRIs to facilitate therapeutic processes.
Several studies during the last decades have revealed the brain's remarkable capability to adapt functionally, structurally, and adaptively. These changes depending on their use are called neuroplasticity. This study investigates functional and microstructural changes in the brain during learning when administered Selective Serotonin Reuptake Inhibitors (SSRIs). Learning has been shown to alter the structure of neurons in brain regions associated with memory. Here, the brain messenger serotonin controls the maturation and formation of nerve cells and their connections both during brain development and in adulthood. It is known that patients with depression and anxiety disorders show altered maturation and shaping of their nerve cells in brain regions that control emotions. These disorders are very often treated with SSRIs. These increase the serotonin content in synapses, the interfaces between two nerve cells, which is the therapeutic effect of these drugs. The best treatment for these patients is the administration of SSRIs in combination with psychotherapy. It is believed that the effect of psychotherapy is to unlearn maladaptive behaviors and feelings. This study mimics this therapeutic process with specific daily learning tasks and the administration of SSRIs and examines the changes in the shape of neurons in the brain that occur. Analyses revealed that SSRIs modulate insula activation, which in turn demonstrates the translation of relearning as a mechanism of SSRIs in humans. A detailed examination of the neurochemical basis further showed that SSRIs indirectly modulate the glutamatergic and GABAergic systems, which in turn promotes neuroplastic processes. A higher baseline GABA level in the hippocampus was also found to be associated with better recall performance in an associative learning paradigm. Functional network analysis using 3 Tesla fMRI revealed that SSRIs influence connectivity changes induced by semantic learning. More specifically, escitalopram intake facilitates content-dependent network adaptations during relearning. Enhanced neuroplasticity may therefore be the main underlying mechanism in psychiatric therapies. The results of this study could add to the knowledge of how best to treat depression. Through the investigations carried out in the framework of the study, it is possible to create a model of depression treatment and to visualize changes in the brain that take place in the process.
Research Output
- 675 Citations
- 37 Publications
- 2 Methods & Materials
- 8 Scientific Awards
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2022
Title Changes in resting state measures after associative learning in humans DOI 10.25365/thesis.72966 Type Other Author Makai A Link Publication -
2023
Title The influence of season on glutamate and GABA levels in the healthy human brain investigated by magnetic resonance spectroscopy imaging DOI 10.1002/hbm.26236 Type Journal Article Author Spurny-Dworak B Journal Human Brain Mapping Pages 2654-2663 Link Publication -
2021
Title Escitalopram modulates learning content-specific neuroplasticity of functional brain networks DOI 10.1016/j.neuroimage.2021.118829 Type Journal Article Author Klöbl M Journal NeuroImage Pages 118829 Link Publication -
2024
Title Non-invasive assessment of stimulation-specific changes in cerebral glucose metabolism with functional PET DOI 10.1007/s00259-024-06675-0 Type Journal Article Author Godbersen G Journal European Journal of Nuclear Medicine and Molecular Imaging Pages 2283-2292 Link Publication -
2023
Title Non-invasive assessment of stimulation-specific changes in cerebral glucose metabolism with functional PET DOI 10.1101/2023.09.20.558617 Type Preprint Author Godbersen G Pages 2023.09.20.558617 Link Publication -
2024
Title Gender Dysphoria and Sexual Euphoria: A Bayesian Perspective on the Influence of Gender-Affirming Hormone Therapy on Sexual Arousal DOI 10.1007/s10508-023-02778-1 Type Journal Article Author Klöbl M Journal Archives of Sexual Behavior Pages 1859-1871 Link Publication -
2021
Title Effects of Escitalopram and Relearning on Cortical and Subcortical Grey Matter in Healthy Humans DOI 10.1101/2021.04.24.440965 Type Preprint Author Vanicek T Pages 2021.04.24.440965 Link Publication -
2021
Title Escitalopram Administration, Neuroplastic Effects and Relearning: A Diffusion Tensor Imaging Study in Healthy Individuals DOI 10.1101/2021.04.25.441324 Type Preprint Author Vanicek T Pages 2021.04.25.441324 Link Publication -
2021
Title Neuroplastic effects of a selective serotonin reuptake inhibitor in relearning and retrieval DOI 10.1016/j.neuroimage.2021.118039 Type Journal Article Author Reed M Journal NeuroImage Pages 118039 Link Publication -
2021
Title Effects of learning and escitalopram administration on serum BDNF levels, a randomised placebo-controlled trial DOI 10.1101/2021.04.09.439014 Type Preprint Author Unterholzner J Pages 2021.04.09.439014 Link Publication -
2021
Title Detached empathic experience of others’ pain in remitted states of depression – An fMRI study DOI 10.1016/j.nicl.2021.102699 Type Journal Article Author Rütgen M Journal NeuroImage: Clinical Pages 102699 Link Publication -
2021
Title Serotonin modulates learning content-specific neuroplasticity of functional brain networks DOI 10.1101/2021.01.15.426779 Type Preprint Author Klöbl M Pages 2021.01.15.426779 Link Publication -
2022
Title Effects of sex hormones on brain GABA and glutamate levels in a cis- and transgender cohort DOI 10.1016/j.psyneuen.2022.105683 Type Journal Article Author Spurny-Dworak B Journal Psychoneuroendocrinology Pages 105683 Link Publication -
2022
Title Escitalopram administration, relearning, and neuroplastic effects: A diffusion tensor imaging study in healthy individuals DOI 10.1016/j.jad.2021.12.135 Type Journal Article Author Vanicek T Journal Journal of Affective Disorders Pages 426-432 Link Publication -
2022
Title Increased left dorsolateral prefrontal cortex density following escitalopram intake during relearning: a randomized, placebo-controlled trial in healthy humans DOI 10.1177/20451253221132085 Type Journal Article Author Vanicek T Journal Therapeutic Advances in Psychopharmacology Pages 20451253221132085 Link Publication -
2025
Title Simplified methods for SERT occupancy estimation measured with [11C]DASB PET bolus plus infusion DOI 10.1016/j.neuroimage.2025.121208 Type Journal Article Author Ponce De León M Journal NeuroImage Pages 121208 Link Publication -
2020
Title Reinforcement and Punishment Shape the Learning Dynamics in fMRI Neurofeedback DOI 10.3389/fnhum.2020.00304 Type Journal Article Author Klöbl M Journal Frontiers in Human Neuroscience Pages 304 Link Publication -
2020
Title Effect of Ketamine on Limbic GABA and Glutamate: A Human In Vivo Multivoxel Magnetic Resonance Spectroscopy Study DOI 10.3389/fpsyt.2020.549903 Type Journal Article Author Silberbauer L Journal Frontiers in Psychiatry Pages 549903 Link Publication -
2020
Title Detached empathic experience of others’ pain in remitted states of depression – an fMRI study DOI 10.31234/osf.io/y845x Type Preprint Author Rütgen M Link Publication -
2020
Title Association of dopamine D2/3 receptor binding potential measured using PET and [11C]-(+)-PHNO with post-mortem DRD2/3 gene expression in the human brain DOI 10.1016/j.neuroimage.2020.117270 Type Journal Article Author Komorowski A Journal NeuroImage Pages 117270 Link Publication -
2025
Title Phenotyping extracellular vesicles and their serotonin transporter cargo in major depressive disorder DOI 10.1101/2025.02.05.25321729 Type Preprint Author Zadka L Pages 2025.02.05.25321729 Link Publication -
2021
Title Effects of SSRI treatment on GABA and glutamate levels in an associative relearning paradigm DOI 10.1016/j.neuroimage.2021.117913 Type Journal Article Author Spurny B Journal NeuroImage Pages 117913 Link Publication -
2021
Title Gender dysphoria and sexual euphoria – A Bayesian perspective on the influence of gender-affirming hormone therapy on sexual arousal DOI 10.1101/2021.11.22.21266679 Type Preprint Author Klöbl M Pages 2021.11.22.21266679 Link Publication -
2021
Title Effects of sex hormones on brain GABA and glutamate levels in a cis- and transgender cohort DOI 10.1101/2021.10.20.21265242 Type Preprint Author Spurny-Dworak B Pages 2021.10.20.21265242 Link Publication -
2021
Title Comparison and Reliability of Hippocampal Subfield Segmentations Within FreeSurfer Utilizing T1- and T2-Weighted Multispectral MRI Data DOI 10.3389/fnins.2021.666000 Type Journal Article Author Seiger R Journal Frontiers in Neuroscience Pages 666000 Link Publication -
2019
Title Automated ROI-Based Labeling for Multi-Voxel Magnetic Resonance Spectroscopy Data Using FreeSurfer DOI 10.3389/fnmol.2019.00028 Type Journal Article Author Spurny B Journal Frontiers in Molecular Neuroscience Pages 28 Link Publication -
2019
Title Association between dynamic resting-state functional connectivity and ketamine plasma levels in visual processing networks DOI 10.1038/s41598-019-46702-x Type Journal Article Author Spies M Journal Scientific Reports Pages 11484 Link Publication -
2019
Title Antidepressant treatment, not depression, leads to reductions in behavioral and neural responses to pain empathy DOI 10.1038/s41398-019-0496-4 Type Journal Article Author Rütgen M Journal Translational Psychiatry Pages 164 Link Publication -
2019
Title Hippocampal GABA levels correlate with retrieval performance in an associative learning paradigm DOI 10.1016/j.neuroimage.2019.116244 Type Journal Article Author Spurny B Journal NeuroImage Pages 116244 Link Publication -
2019
Title Attenuation Correction Approaches for Serotonin Transporter Quantification With PET/MRI DOI 10.3389/fphys.2019.01422 Type Journal Article Author Rischka L Journal Frontiers in Physiology Pages 1422 Link Publication -
2019
Title Serotonin Transporter Binding in the Human Brain After Pharmacological Challenge Measured Using PET and PET/MR DOI 10.3389/fnmol.2019.00172 Type Journal Article Author Silberbauer L Journal Frontiers in Molecular Neuroscience Pages 172 Link Publication -
2018
Title The pulvinar nucleus and antidepressant treatment: dynamic modeling of antidepressant response and remission with ultra-high field functional MRI DOI 10.1038/s41380-017-0009-x Type Journal Article Author Kraus C Journal Molecular Psychiatry Pages 746-756 Link Publication -
2018
Title Cortical Thickness Estimations of FreeSurfer and the CAT12 Toolbox in Patients with Alzheimer's Disease and Healthy Controls DOI 10.1111/jon.12521 Type Journal Article Author Seiger R Journal Journal of Neuroimaging Pages 515-523 Link Publication -
2020
Title Predicting Antidepressant Citalopram Treatment Response via Changes in Brain Functional Connectivity After Acute Intravenous Challenge DOI 10.3389/fncom.2020.554186 Type Journal Article Author Klöbl M Journal Frontiers in Computational Neuroscience Pages 554186 Link Publication -
2020
Title Machine learning classification of ADHD and HC by multimodal serotonergic data DOI 10.1038/s41398-020-0781-2 Type Journal Article Author Kautzky A Journal Translational Psychiatry Pages 104 Link Publication -
2017
Title Default mode network deactivation during emotion processing predicts early antidepressant response DOI 10.1038/tp.2016.265 Type Journal Article Author Spies M Journal Translational Psychiatry Link Publication -
2017
Title Task-relevant brain networks identified with simultaneous PET/MR imaging of metabolism and connectivity DOI 10.1007/s00429-017-1558-0 Type Journal Article Author Hahn A Journal Brain Structure and Function Pages 1369-1378 Link Publication
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2020
Title Associative learning paradigm Type Physiological assessment or outcome measure Public Access -
2020
Title Novel quantification method for multi-voxel magnet resonance spectoscopy imaging Type Physiological assessment or outcome measure Public Access
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2021
Title CINP Student Encouragement Award Winners (Komorowski Arkadiusz, MD), Taipei, Taiwan Type Research prize Level of Recognition Continental/International -
2020
Title Johann Wilhelm Ritter von Mannagetta Award for Medicine 2020 of the Austrian Academy of Science (Rene Seiger, Dr.) Type Research prize Level of Recognition Continental/International -
2020
Title Austrian Academy of Science Doctoral Thesis Fellowship 2020 - 2022 to REED Murray, MSc Type Awarded honorary membership, or a fellowship, of a learned society Level of Recognition Regional (any country) -
2020
Title Most Frequent Reviewer Award, International Journal of Neuropsychopharmacology Type Awarded honorary membership, or a fellowship, of a learned society Level of Recognition Continental/International -
2020
Title Clinical Psychiatry Award, ÖGPB, Austria (Klöbl Manfred, MSc.) Type Research prize Level of Recognition Regional (any country) -
2019
Title Award of Dedication to Research Support, NIL, MUW (Manfred Klöbl, DI), 4.9.2019 Type Research prize Level of Recognition Regional (any country) -
2019
Title Overseas fellow member of the Royal Society of Medicine (RSM), London, UK Type Awarded honorary membership, or a fellowship, of a learned society Level of Recognition Continental/International -
2019
Title Member of the European Academy of Scienes and Arts (EASA), Class II (medicine) Type Awarded honorary membership, or a fellowship, of a learned society Level of Recognition Continental/International