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Graeff P, Ruscheweyh R, Flanagin VL. Longitudinal changes in human supraspinal processing after RIII-feedback training to improve descending pain inhibition. Neuroimage 2023; 283:120432. [PMID: 37914092 DOI: 10.1016/j.neuroimage.2023.120432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 10/15/2023] [Accepted: 10/28/2023] [Indexed: 11/03/2023] Open
Abstract
The human body has the ability to influence its sensation of pain by modifying the transfer of nociceptive information at the spinal level. This modulation, known as descending pain inhibition, is known to originate supraspinally and can be activated by a variety of ways including positive mental imagery. However, its exact mechanisms remain unknown. We investigated, using a longitudinal fMRI design, the brain activity leading up and in response to painful electrical stimulation when applying positive mental imagery before and after undergoing a previously established RIII-feedback paradigm. Time course analysis of the time preceding painful stimulation shows increased haemodynamic activity during the application of the strategy in the PFC, ACC, insula, thalamus, and hypothalamus. Time course analysis of the reaction to painful stimulation shows decreased reaction post-training in brainstem and thalamus, as well as the insula and dorsolateral PFC. Our work suggests that feedback training increases activity in areas involved in pain inhibition, while simultaneously decreasing the reaction to painful stimuli in brain areas related to pain processing, which points to an activation of decreased spinal nociception. We further suggest that the insula and the thalamus may play a more important role in pain modulation than previously assumed.
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Affiliation(s)
- Philipp Graeff
- Research Training Group (RTG) 2175 perception in Context and Its Neural Basis, Ludwig-Maximilians-University Munich, 82152 Planegg, Germany; Graduate School of Systemic Neurosciences, Ludwig-Maximilians-University Munich, 82152 Planegg, Germany
| | - Ruth Ruscheweyh
- Research Training Group (RTG) 2175 perception in Context and Its Neural Basis, Ludwig-Maximilians-University Munich, 82152 Planegg, Germany; Graduate School of Systemic Neurosciences, Ludwig-Maximilians-University Munich, 82152 Planegg, Germany; Department of Neurology, University Hospital Großhadern, Ludwig-Maximilians-University Munich, 81377 Munich, Germany
| | - Virginia L Flanagin
- Research Training Group (RTG) 2175 perception in Context and Its Neural Basis, Ludwig-Maximilians-University Munich, 82152 Planegg, Germany; Graduate School of Systemic Neurosciences, Ludwig-Maximilians-University Munich, 82152 Planegg, Germany; German Center for Vertigo and Balance Disorders (DSGZ), University Hospital Munich, Ludwig-Maximilians-University, 81377 Munich, Germany.
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Padovan L, Becker-Bense S, Flanagin VL, Strobl R, Limburg K, Lahmann C, Decker J, Dieterich M. Anxiety and physical impairment in patients with central vestibular disorders. J Neurol 2023; 270:5589-5599. [PMID: 37550497 PMCID: PMC10576724 DOI: 10.1007/s00415-023-11871-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 07/10/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND There is increasing evidence for close interrelations between vestibular and emotional brain networks. A study in patients with bilateral peripheral vestibulopathy (BVP) showed relatively low vertigo-related anxiety (VRA), despite high physical impairment. The current working hypothesis proposes the integrity of the peripheral vestibular system as a prerequisite for development of VRA. Here we contribute by evaluating VRA and vestibular-related handicap in central vestibular disorders. METHODS Of 6396 patients presenting in a tertiary vertigo centre, 306 were identified with four clear central vestibular disorders: pure cerebellar ocular motor disorder (COD; 61), cerebellar ataxia (CA; 63), atypical parkinsonian syndromes (APS; 28), vestibular migraine (VM; 154). Their results of the Vertigo Handicap Questionnaire (VHQ), with its subscales for anxiety and handicapped activity, were compared to those of 65 BVP patients. Postural instability was measured on a force-plate. Multivariate linear regression was used to adjust for patient demographics. RESULTS Patients with chronic central vestibular disorders (COD, CA, APS) had relatively low VRA levels comparable to those in BVP, independent of increased handicapped activity or postural instability. Only VM patients showed significantly higher VRA, although their activity impairment and postural instability were lowest. No significant differences within chronic central vestibular disorders were found for VRA and subjective activity impairment. CONCLUSIONS Subjective and objective vestibular-related impairment are not necessarily correlated with vestibular-related anxiety in central vestibular disorders. Our findings rather support the hypothesis that, in addition to an intact peripheral, an intact central vestibular system could also serve as a prerequisite to develop specific VRA.
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Affiliation(s)
- Lena Padovan
- German Center for Vertigo and Balance Disorders, University Hospital, Ludwig-Maximilians-Universität München, Marchioninistr. 15, 81377, Munich, Germany.
- Department of Neurology, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany.
| | - Sandra Becker-Bense
- German Center for Vertigo and Balance Disorders, University Hospital, Ludwig-Maximilians-Universität München, Marchioninistr. 15, 81377, Munich, Germany
| | - Virginia L Flanagin
- German Center for Vertigo and Balance Disorders, University Hospital, Ludwig-Maximilians-Universität München, Marchioninistr. 15, 81377, Munich, Germany
| | - Ralf Strobl
- German Center for Vertigo and Balance Disorders, University Hospital, Ludwig-Maximilians-Universität München, Marchioninistr. 15, 81377, Munich, Germany
- Institute for Medical Information Processing Biometry and Epidemiology (IBE), Ludwig-Maximilians-Universität München, Munich, Germany
| | - Karina Limburg
- Clinic for Conservative Orthopaedics, Manual Medicine and Pain Medicine, Sana Klinik München, Munich, Germany
| | - Claas Lahmann
- Department of Psychosomatic Medicine and Psychotherapy, University Medical Center, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Julian Decker
- German Center for Vertigo and Balance Disorders, University Hospital, Ludwig-Maximilians-Universität München, Marchioninistr. 15, 81377, Munich, Germany
- Department of Neurology, Schön Klinik Bad Aibling, Bad Aibling, Germany
| | - Marianne Dieterich
- German Center for Vertigo and Balance Disorders, University Hospital, Ludwig-Maximilians-Universität München, Marchioninistr. 15, 81377, Munich, Germany
- Department of Neurology, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
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Flanagin VL, Klinkowski S, Brodt S, Graetsch M, Roselli C, Glasauer S, Gais S. The precuneus as a central node in declarative memory retrieval. Cereb Cortex 2023; 33:5981-5990. [PMID: 36610736 DOI: 10.1093/cercor/bhac476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 11/11/2022] [Accepted: 11/17/2022] [Indexed: 01/09/2023] Open
Abstract
Both, the hippocampal formation and the neocortex are contributing to declarative memory, but their functional specialization remains unclear. We investigated the differential contribution of both memory systems during free recall of word lists. In total, 21 women and 17 men studied the same list but with the help of different encoding associations. Participants associated the words either sequentially with the previous word on the list, with spatial locations on a well-known path, or with unique autobiographical events. After intensive rehearsal, subjects recalled the words during functional magnetic resonance imaging (fMRI). Common activity to all three types of encoding associations was identified in the posterior parietal cortex, in particular in the precuneus. Additionally, when associating spatial or autobiographical material, retrosplenial cortex activity was elicited during word list recall, while hippocampal activity emerged only for autobiographically associated words. These findings support a general, critical function of the precuneus in episodic memory storage and retrieval. The encoding-retrieval repetitions during learning seem to have accelerated hippocampus-independence and lead to direct neocortical integration in the sequentially associated and spatially associated word list tasks. During recall of words associated with autobiographical memories, the hippocampus might add spatiotemporal information supporting detailed scenic and contextual memories.
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Affiliation(s)
- Virginia L Flanagin
- Bernstein Center for Computational Neuroscience, Großhaderner Str. 2, 82152 Planegg-Martinsried, Germany.,IFB-LMU, Dept. of Neurology, Marchioninistr. 15, 81377 München, Germany
| | - Svenja Klinkowski
- Institute of Medical Psychology and Behavioural Neurobiology, University of Tübingen, Silcherstr. 5, 72076 Tübingen, Germany
| | - Svenja Brodt
- Institute of Medical Psychology and Behavioural Neurobiology, University of Tübingen, Silcherstr. 5, 72076 Tübingen, Germany
| | - Melanie Graetsch
- General and Experimental Psychology, Ludwig Maximilians University München, Leopoldstr. 13, 80802 München, Germany
| | - Carolina Roselli
- General and Experimental Psychology, Ludwig Maximilians University München, Leopoldstr. 13, 80802 München, Germany
| | - Stefan Glasauer
- Bernstein Center for Computational Neuroscience, Großhaderner Str. 2, 82152 Planegg-Martinsried, Germany.,Computational Neuroscience, Brandenburg University of Technology Cottbus-Senftenberg, Universitätsplatz 1, 01968 Senftenberg, Germany
| | - Steffen Gais
- Institute of Medical Psychology and Behavioural Neurobiology, University of Tübingen, Silcherstr. 5, 72076 Tübingen, Germany
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Ruehl RM, Flanagin VL, Ophey L, Raiser TM, Seiderer K, Ertl M, Conrad J, Zu Eulenburg P. The human egomotion network. Neuroimage 2022; 264:119715. [PMID: 36334557 DOI: 10.1016/j.neuroimage.2022.119715] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 10/18/2022] [Accepted: 10/25/2022] [Indexed: 11/07/2022] Open
Abstract
All volitional movement in a three-dimensional space requires multisensory integration, in particular of visual and vestibular signals. Where and how the human brain processes and integrates self-motion signals remains enigmatic. Here, we applied visual and vestibular self-motion stimulation using fast and precise whole-brain neuroimaging to delineate and characterize the entire cortical and subcortical egomotion network in a substantial cohort (n=131). Our results identify a core egomotion network consisting of areas in the cingulate sulcus (CSv, PcM/pCi), the cerebellum (uvula), and the temporo-parietal cortex including area VPS and an unnamed region in the supramarginal gyrus. Based on its cerebral connectivity pattern and anatomical localization, we propose that this region represents the human homologue of macaque area 7a. Whole-brain connectivity and gradient analyses imply an essential role of the connections between the cingulate sulcus and the cerebellar uvula in egomotion perception. This could be via feedback loops involved updating visuo-spatial and vestibular information. The unique functional connectivity patterns of PcM/pCi hint at central role in multisensory integration essential for the perception of self-referential spatial awareness. All cortical egomotion hubs showed modular functional connectivity with other visual, vestibular, somatosensory and higher order motor areas, underlining their mutual function in general sensorimotor integration.
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Affiliation(s)
- Ria Maxine Ruehl
- Department of Neurology, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany; German Center for Vertigo and Balance Disorders, IFB-LMU, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany.
| | - Virginia L Flanagin
- Department of Neurology, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany; German Center for Vertigo and Balance Disorders, IFB-LMU, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany; Graduate School of Systemic Neurosciences, Department of Biology II and Neurobiology, Großhaderner Str. 2, 82151 Planegg-Martinsried, Ludwig-Maximilians-University Munich, Germany
| | - Leoni Ophey
- German Center for Vertigo and Balance Disorders, IFB-LMU, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany
| | - Theresa Marie Raiser
- Department of Neurology, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany; German Center for Vertigo and Balance Disorders, IFB-LMU, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany
| | - Katharina Seiderer
- German Center for Vertigo and Balance Disorders, IFB-LMU, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany
| | - Matthias Ertl
- Institute of Psychology and Inselspital, Fabrikstrasse 8, 3012 Bern, University of Bern, Switzerland
| | - Julian Conrad
- Department of Neurology, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany; German Center for Vertigo and Balance Disorders, IFB-LMU, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany; Department of Neurology, Theodor-Kutze Ufer 1-3, 68167 Mannheim, Medical Faculty Mannheim, University of Heidelberg, Germany
| | - Peter Zu Eulenburg
- German Center for Vertigo and Balance Disorders, IFB-LMU, University Hospital Munich, Ludwig-Maximilians-University Munich, Marchionini Str. 15, 81377 Munich, Germany; Graduate School of Systemic Neurosciences, Department of Biology II and Neurobiology, Großhaderner Str. 2, 82151 Planegg-Martinsried, Ludwig-Maximilians-University Munich, Germany; Institute for Neuroradiology, University Hospital Munich, Marchionini Str. 15, 81377 Munich, Ludwig-Maximilians-University Munich, Germany
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Henke J, Flanagin VL, Thurley K. A virtual reality time reproduction task for rodents. Front Behav Neurosci 2022; 16:957804. [PMID: 36035022 PMCID: PMC9399742 DOI: 10.3389/fnbeh.2022.957804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 07/14/2022] [Indexed: 11/16/2022] Open
Abstract
Estimates of the duration of time intervals and other magnitudes exhibit characteristic biases that likely result from error minimization strategies. To investigate such phenomena, magnitude reproduction tasks are used with humans and other primates. However, such behavioral tasks do not exist for rodents, one of the most important animal orders for neuroscience. We, therefore, developed a time reproduction task that can be used with rodents. It involves an animal reproducing the duration of a timed visual stimulus by walking along a corridor. The task was implemented in virtual reality, which allowed us to ensure that the animals were actually estimating time. The hallway did not contain prominent spatial cues and movement could be de-correlated from optic flow, such that the animals could not learn a mapping between stimulus duration and covered distance. We tested the reproduction of durations of several seconds in three different stimulus ranges. The gerbils reproduced the durations with a precision similar to experiments on humans. Their time reproductions also exhibited the characteristic biases of magnitude estimation experiments. These results demonstrate that our behavioral paradigm provides a means to study time reproduction in rodents.
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Affiliation(s)
- Josphine Henke
- Faculty of Biology, Ludwig-Maximilians-Universität München, Munich, Germany
- Bernstein Center for Computational Neuroscience Munich, Munich, Germany
| | - Virginia L. Flanagin
- Bernstein Center for Computational Neuroscience Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Kay Thurley
- Faculty of Biology, Ludwig-Maximilians-Universität München, Munich, Germany
- Bernstein Center for Computational Neuroscience Munich, Munich, Germany
- *Correspondence: Kay Thurley
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Go CC, Taskin HO, Ahmadi SA, Frazzetta G, Cutler L, Malhotra S, Morgan JI, Flanagin VL, Aguirre GK. Persistent horizontal and vertical, MR-induced nystagmus in resting state Human Connectome Project data. Neuroimage 2022; 255:119170. [PMID: 35367649 DOI: 10.1016/j.neuroimage.2022.119170] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 03/28/2022] [Accepted: 03/30/2022] [Indexed: 10/18/2022] Open
Abstract
OBJECTIVE Strong magnetic fields from magnetic resonance (MR) scanners induce a Lorentz force that contributes to vertigo and persistent nystagmus. Prior studies have reported a predominantly horizontal direction for healthy subjects in a 7 Tesla (T) MR scanner, with slow phase velocity (SPV) dependent on head orientation. Less is known about vestibular signal behavior for subjects in a weaker, 3T magnetic field, the standard strength used in the Human Connectome Project (HCP). The purpose of this study is to characterize the form and magnitude of nystagmus induced at 3T. METHODS Forty-two subjects were studied after being introduced head-first, supine into a Siemens Prisma 3T scanner. Eye movements were recorded in four separate acquisitions over 20 minutes. A biometric eye model was fitted to the recordings to derive rotational eye position and then SPV. An anatomical template of the semi-circular canals was fitted to the T2 anatomical image from each subject, and used to derive the angle of the B0 magnetic field with respect to the vestibular apparatus. RESULTS Recordings from 37 subjects yielded valid measures of eye movements. The population-mean SPV ± SD for the horizontal component was -1.38 ± 1.27 deg/sec, and vertical component was -0.93 ± 1.44 deg/sec, corresponding to drift movement in the rightward and downward direction. Although there was substantial inter-subject variability, persistent nystagmus was present in half of subjects with no significant adaptation over the 20 minute scanning period. The amplitude of vertical drift was correlated with the roll angle of the vestibular system, with a non-zero vertical SPV present at a 0 degree roll. INTERPRETATION Non-habituating vestibular signals of varying amplitude are present in resting state data collected at 3T.
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Affiliation(s)
- Cammille C Go
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Huseyin O Taskin
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Seyed-Ahmad Ahmadi
- NVIDIA GmbH, Einsteinstraße 172, 81677 Munich, Germany; German Center for Vertigo and Balance Disorders, LMU Klinikum, 81377, Munich, Germany
| | - Giulia Frazzetta
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Laura Cutler
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Saguna Malhotra
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jessica Iw Morgan
- Department of Ophthalmology, Scheie Eye Institute, Penn Presbyterian Medical Center, 51 N 39th St, Philadelphia, PA 19104, USA
| | - Virginia L Flanagin
- German Center for Vertigo and Balance Disorders, LMU Klinikum, 81377, Munich, Germany
| | - Geoffrey K Aguirre
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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Henke J, Bunk D, von Werder D, Häusler S, Flanagin VL, Thurley K. Distributed coding of duration in rodent prefrontal cortex during time reproduction. eLife 2021; 10:71612. [PMID: 34939922 PMCID: PMC8786316 DOI: 10.7554/elife.71612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 12/14/2021] [Indexed: 11/20/2022] Open
Abstract
As we interact with the external world, we judge magnitudes from sensory information. The estimation of magnitudes has been characterized in primates, yet it is largely unexplored in nonprimate species. Here, we use time interval reproduction to study rodent behavior and its neural correlates in the context of magnitude estimation. We show that gerbils display primate-like magnitude estimation characteristics in time reproduction. Most prominently their behavioral responses show a systematic overestimation of small stimuli and an underestimation of large stimuli, often referred to as regression effect. We investigated the underlying neural mechanisms by recording from medial prefrontal cortex and show that the majority of neurons respond either during the measurement or the reproduction of a time interval. Cells that are active during both phases display distinct response patterns. We categorize the neural responses into multiple types and demonstrate that only populations with mixed responses can encode the bias of the regression effect. These results help unveil the organizing neural principles of time reproduction and perhaps magnitude estimation in general.
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Affiliation(s)
- Josephine Henke
- Faculty of Biology, Ludwig-Maximilians-Universitaet Muenchen, Planegg-Martinsried, Germany
| | - David Bunk
- Faculty of Biology, Ludwig-Maximilians-Universitaet Muenchen, Planegg-Martinsried, Germany
| | - Dina von Werder
- Faculty of Biology, Ludwig-Maximilians-Universitaet Muenchen, Planegg-Martinsried, Germany
| | - Stefan Häusler
- Faculty of Biology, Ludwig-Maximilians-Universitaet Muenchen, Planegg-Martinsried, Germany
| | - Virginia L Flanagin
- German Center for Vertigo and Balance Disorders,, Ludwig-Maximilians-Universitaet Muenchen, Munich, Germany
| | - Kay Thurley
- Faculty of Biology, Ludwig-Maximilians-Universitaet Muenchen, Planegg-Martinsried, Germany
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Kostorz K, Flanagin VL, Glasauer S. Synchronization between instructor and observer when learning a complex bimanual skill. Neuroimage 2020; 216:116659. [DOI: 10.1016/j.neuroimage.2020.116659] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 02/03/2020] [Accepted: 02/13/2020] [Indexed: 12/24/2022] Open
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Huber J, Flanagin VL, Popp P, Zu Eulenburg P, Dieterich M. Network changes in patients with phobic postural vertigo. Brain Behav 2020; 10:e01622. [PMID: 32304361 PMCID: PMC7303402 DOI: 10.1002/brb3.1622] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 01/29/2020] [Accepted: 03/15/2020] [Indexed: 01/16/2023] Open
Abstract
INTRODUCTION Functional dizziness comprises a class of dizziness disorders, including phobic postural vertigo (PPV), that cause vestibular symptoms in the absence of a structural organic origin. For this reason, functional brain mechanisms have been implicated in these disorders. METHODS Here, functional network organization was investigated in 17 PPV patients and 18 healthy controls (HCs) during functional magnetic resonance imaging with a visual motion stimulus, data initially collected and described by Popp et al. (2018). Graph theoretical measures (degree centrality [DC], clustering coefficient [CC], and eccentricity) of 160 nodes within six functional networks were compared between HC and PPV patients during visual motion and static visual patterns. RESULTS Graph theoretical measures analyzed during the static condition revealed significantly different DC in the default-mode, sensorimotor, and cerebellar networks. Furthermore, significantly different group differences in network organization changes between static visual and visual motion stimulation were observed. In PPV, DC and CC showed a significantly stronger increase in the sensorimotor network during visual stimulation, whereas cerebellar network showed a significantly stronger decrease in DC. CONCLUSION These results suggest that the altered visual motion processing seen in PPV patients may arise from a modified state of sensory and cerebellar network connectivity.
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Affiliation(s)
- Judita Huber
- Graduate School of Systemic Neurosciences, Department Biology II Neurobiology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.,Research Training Grant 2175, Department Biology II, LMU Munich, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany
| | - Virginia L Flanagin
- Graduate School of Systemic Neurosciences, Department Biology II Neurobiology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.,Research Training Grant 2175, Department Biology II, LMU Munich, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.,German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-Universität München, Klinikum Großhadern, München, Germany
| | - Pauline Popp
- Graduate School of Systemic Neurosciences, Department Biology II Neurobiology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.,German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-Universität München, Klinikum Großhadern, München, Germany
| | - Peter Zu Eulenburg
- Graduate School of Systemic Neurosciences, Department Biology II Neurobiology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.,German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-Universität München, Klinikum Großhadern, München, Germany.,Neurologische Klinik und Poliklinik (Department of Neurology), Ludwig-Maximilians-Universität München, Klinikum Großhadern, München, Germany
| | - Marianne Dieterich
- Graduate School of Systemic Neurosciences, Department Biology II Neurobiology, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.,Research Training Grant 2175, Department Biology II, LMU Munich, Ludwig-Maximilians-Universität München, Planegg-Martinsried, Germany.,German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-Universität München, Klinikum Großhadern, München, Germany.,Neurologische Klinik und Poliklinik (Department of Neurology), Ludwig-Maximilians-Universität München, Klinikum Großhadern, München, Germany.,Munich Cluster of Systems Neurology (SyNergy), München, Germany
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Flanagin VL, Fisher P, Olcay B, Kohlbecher S, Brandt T. A bedside application-based assessment of spatial orientation and memory: approaches and lessons learned. J Neurol 2019; 266:126-138. [PMID: 31240446 PMCID: PMC6722154 DOI: 10.1007/s00415-019-09409-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/28/2019] [Accepted: 05/29/2019] [Indexed: 01/05/2023]
Abstract
Spatial orientation and memory deficits are an often overlooked and potentially powerful early marker for pathological cognitive decline. Pen-and-paper tests for spatial abilities often do not coincide with actual navigational performance due to differences in spatial perspective and scale. Mobile devices are becoming increasingly useful in a clinical setting, for patient monitoring, clinical decision-making, and information management. The same devices have positional information that may be useful for a scale appropriate point-of-care test for spatial ability. We created a test for spatial orientation and memory based on pointing within a single room using the sensors in mobile phone. The test consisted of a baseline pointing condition to which all other conditions were compared, a spatial memory condition with eyes-closed, and two body rotation conditions (real or mental) where spatial updating were assessed. We examined the effectiveness of the sensors from a mobile phone for measuring pointing errors in these conditions in a sample of healthy young individuals. We found that the sensors reliably produced appropriate azimuth and elevation pointing angles for all of the 15 targets presented across multiple participants and days. Within-subject variability was below 6° elevation and 10° azimuth for the control condition. The pointing error and variability increased with task difficulty and correlated with self-report tests of spatial ability. The lessons learned from the first tests are discussed as well as the outlook of this application as a scientific and clinical bedside device. Finally, the next version of the application is introduced as an open source application for further development.
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Affiliation(s)
| | - Paul Fisher
- Neuro-Cognitive-Psychology, Department of Psychology, LMU, Munich, Germany
| | - Berk Olcay
- Computer Aided Medical Procedures, Technical University Munich (TUM), Munich, Germany
| | - Stefan Kohlbecher
- German Centre for Vertigo and Balance Disorders (DSGZ), Munich, Germany
| | - Thomas Brandt
- German Centre for Vertigo and Balance Disorders (DSGZ), Munich, Germany
- Hertie, University Hospital, LMU Munich, Munich, Germany
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Yiu YH, Aboulatta M, Raiser T, Ophey L, Flanagin VL, Zu Eulenburg P, Ahmadi SA. DeepVOG: Open-source pupil segmentation and gaze estimation in neuroscience using deep learning. J Neurosci Methods 2019; 324:108307. [PMID: 31176683 DOI: 10.1016/j.jneumeth.2019.05.016] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/28/2019] [Accepted: 05/28/2019] [Indexed: 01/17/2023]
Abstract
BACKGROUND A prerequisite for many eye tracking and video-oculography (VOG) methods is an accurate localization of the pupil. Several existing techniques face challenges in images with artifacts and under naturalistic low-light conditions, e.g. with highly dilated pupils. NEW METHOD For the first time, we propose to use a fully convolutional neural network (FCNN) for segmentation of the whole pupil area, trained on 3946 VOG images hand-annotated at our institute. We integrate the FCNN into DeepVOG, along with an established method for gaze estimation from elliptical pupil contours, which we improve upon by considering our FCNN's segmentation confidence measure. RESULTS The FCNN output simultaneously enables us to perform pupil center localization, elliptical contour estimation and blink detection, all with a single network and with an assigned confidence value, at framerates above 130 Hz on commercial workstations with GPU acceleration. Pupil centre coordinates can be estimated with a median accuracy of around 1.0 pixel, and gaze estimation is accurate to within 0.5 degrees. The FCNN is able to robustly segment the pupil in a wide array of datasets that were not used for training. COMPARISON WITH EXISTING METHODS We validate our method against gold standard eye images that were artificially rendered, as well as hand-annotated VOG data from a gold-standard clinical system (EyeSeeCam) at our institute. CONCLUSIONS Our proposed FCNN-based pupil segmentation framework is accurate, robust and generalizes well to new VOG datasets. We provide our code and pre-trained FCNN model open-source and for free under www.github.com/pydsgz/DeepVOG.
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Affiliation(s)
- Yuk-Hoi Yiu
- German Center for Vertigo and Balance Disorders (DSGZ), Feodor-Lynen-Str. 19, 81377 Munich, Germany
| | - Moustafa Aboulatta
- Faculty of Informatics, Technical University of Munich, Boltzmannstr. 3, 85748 Garching, Germany
| | - Theresa Raiser
- German Center for Vertigo and Balance Disorders (DSGZ), Feodor-Lynen-Str. 19, 81377 Munich, Germany; Graduate School of Systemic Neurosciences, Ludwig-Maximilians Universität München, Großhadern Str. 2, 82152 Planegg, Germany
| | - Leoni Ophey
- German Center for Vertigo and Balance Disorders (DSGZ), Feodor-Lynen-Str. 19, 81377 Munich, Germany
| | - Virginia L Flanagin
- German Center for Vertigo and Balance Disorders (DSGZ), Feodor-Lynen-Str. 19, 81377 Munich, Germany
| | - Peter Zu Eulenburg
- German Center for Vertigo and Balance Disorders (DSGZ), Feodor-Lynen-Str. 19, 81377 Munich, Germany; Department of Neurology, Klinikum der Universität München, Marchioninistr. 15, 81377 Munich, Germany
| | - Seyed-Ahmad Ahmadi
- German Center for Vertigo and Balance Disorders (DSGZ), Feodor-Lynen-Str. 19, 81377 Munich, Germany.
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Abstract
Sometimes, the solution to a difficult problem simply pops into mind. Such a moment of sudden comprehension is known as "insight". This fundamental cognitive process is crucial for problem solving, creativity and innovation, yet its true nature remains elusive, despite one century of psychological research. Typically, insight is investigated by using spatial puzzles or verbal riddles. Broadening the traditional approach, we propose to tackle this question by presenting magic tricks to participants and asking them to find out the secret method used by the magician. Combining this approach with cueing in an fMRI experiment, we were able to break down the insight process into two underlying components: cognitive conflict and restructuring. During cognitive conflict, problem solvers identify incongruent information that does not match their current mental representation. In a second step this information is restructured, thereby allowing them to correctly determine how the magic trick was done. We manipulated the occurrence of cognitive conflict by presenting two types of cues that lead participants to either maintain their perceptual belief (congruent cue) or to change their perceptual belief (incongruent cue) for the mechanism behind the magic trick. We found that partially overlapping but distinct networks of brain activity were recruited for cognitive conflict and restructuring. Posterior, predominantly visual brain activity during cognitive conflict reflected processes related to prediction error, attention to the relevant cue-specific sensory domain, and the default brain state. Restructuring on the other hand, showed a highly distributed pattern of brain activity in regions of the default mode, executive control networks, and salience networks. The angular gyrus and middle temporal gyrus were active in both cognitive conflict and restructuring, suggesting that these regions are important throughout the insight problem solving process. We believe this type of approach towards understanding insight will give lead to a better understanding of this complex process and the specific role that different brain regions play in creative thought.
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Affiliation(s)
- Amory H. Danek
- Experimental and Theoretical Psychology, Universität Heidelberg, Heidelberg, Germany
| | - Virginia L. Flanagin
- German Center for Vertigo and Dizziness (DSGZ), Klinikum der Universität München, Marchioninistr. 15, 81377 Munich, Germany
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Ulrich S, Grill E, Flanagin VL. Who gets lost and why: A representative cross-sectional survey on sociodemographic and vestibular determinants of wayfinding strategies. PLoS One 2019; 14:e0204781. [PMID: 30699119 PMCID: PMC6353538 DOI: 10.1371/journal.pone.0204781] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 12/07/2018] [Indexed: 12/02/2022] Open
Abstract
When we think of our family and friends, we probably know someone who is good at finding their way and someone else that easily gets lost. We still know little about the biological and environmental factors that influence our navigational ability. Here, we investigated the frequency and sociodemographic determinants of wayfinding and their association with vestibular function in a representative cross-sectional sample (N = 783) of the adult German-speaking population. Wayfinding was assessed using the Wayfinding Strategy Scale, a self-report scale that produces two scores for each participant representing to what degree they rely on route-based or orientation (map-based) strategies. We were interested in the following research questions: (1) the frequency and determinants of wayfinding strategies in a population-based representative sample, (2) the relationship between vestibular function and strategy choice and (3) how sociodemographic factors influence general wayfinding ability as measured using a combined score from both strategy scores. Our linear regression models showed that being male, having a higher education, higher age and lower regional urbanization increased orientation strategy scores. Vertigo/dizziness reduced the scores of both the orientation and the route strategies. Using a novel approach, we grouped participants by their combined strategy scores in a multinomial regression model, to see whether individuals prefer one strategy over the other. The majority of individuals reported using either both or no strategy, instead of preferring one strategy over the other. Young age and reduced vestibular function were indicative of using no strategy. In summary, wayfinding ability depends on both biological and environmental factors; all sociodemographic factors except income. Over a third of the population, predominantly under the age of 35, does not successfully use either strategy. This represents a change in our wayfinding skills, which may result from the technological advances in navigational aids over the last few decades.
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Affiliation(s)
- Susanne Ulrich
- Institute for Medical Information Processing, Biometrics and Epidemiology, LMU Munich, Munich, Germany
| | - Eva Grill
- Institute for Medical Information Processing, Biometrics and Epidemiology, LMU Munich, Munich, Germany
- German Center for Vertigo and Balance Disorders, LMU Munich, Munich, Germany
| | - Virginia L. Flanagin
- German Center for Vertigo and Balance Disorders, LMU Munich, Munich, Germany
- * E-mail:
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14
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Kremmyda O, Hüfner K, Flanagin VL, Hamilton DA, Linn J, Strupp M, Jahn K, Brandt T. Beyond Dizziness: Virtual Navigation, Spatial Anxiety and Hippocampal Volume in Bilateral Vestibulopathy. Front Hum Neurosci 2016; 10:139. [PMID: 27065838 PMCID: PMC4814552 DOI: 10.3389/fnhum.2016.00139] [Citation(s) in RCA: 110] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Accepted: 03/15/2016] [Indexed: 12/30/2022] Open
Abstract
Bilateral vestibulopathy (BVP) is defined as the impairment or loss of function of either the labyrinths or the eighth nerves. Patients with total BVP due to bilateral vestibular nerve section exhibit difficulties in spatial memory and navigation and show a loss of hippocampal volume. In clinical practice, most patients do not have a complete loss of function but rather an asymmetrical residual functioning of the vestibular system. The purpose of the current study was to investigate navigational ability and hippocampal atrophy in BVP patients with residual vestibular function. Fifteen patients with BVP and a group of age- and gender- matched healthy controls were examined. Self-reported questionnaires on spatial anxiety and wayfinding were used to assess the applied strategy of wayfinding and quality of life. Spatial memory and navigation were tested directly using a virtual Morris Water Maze Task. The hippocampal volume of these two groups was evaluated by voxel-based morphometry. In the patients, the questionnaire showed a higher spatial anxiety and the Morris Water Maze Task a delayed spatial learning performance. MRI revealed a significant decrease in the gray matter mid-hippocampal volume (Left: p = 0.006, Z = 4.58, Right: p < 0.001, Z = 3.63) and posterior parahippocampal volume (Right: p = 0.005, Z = 4.65, Left: p < 0.001, Z = 3.87) compared to those of healthy controls. In addition, a decrease in hippocampal formation volume correlated with a more dominant route-finding strategy. Our current findings demonstrate that even partial bilateral vestibular loss leads to anatomical and functional changes in the hippocampal formation and objective and subjective behavioral deficits.
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Affiliation(s)
- Olympia Kremmyda
- German Center for Vertigo and Balance DisordersMunich, Germany; Department of Neurology, Ludwig-Maximilians UniversityMunich, Germany
| | - Katharina Hüfner
- Department of Psychiatry, Medical University Innsbruck Innsbruck, Austria
| | | | - Derek A Hamilton
- Department of Psychology, University of New Mexico Albuquerque, NM, USA
| | - Jennifer Linn
- Institute for Diagnostic and Interventional Neuroradiology, University Hospital Carl Gustav Carus Dresden, Germany
| | - Michael Strupp
- German Center for Vertigo and Balance DisordersMunich, Germany; Department of Neurology, Ludwig-Maximilians UniversityMunich, Germany
| | - Klaus Jahn
- German Center for Vertigo and Balance DisordersMunich, Germany; Department of Acute Neurology, Schön Klinik Bad AiblingBad Aibling, Germany
| | - Thomas Brandt
- German Center for Vertigo and Balance DisordersMunich, Germany; Institute for Clinical Neurosciences, Ludwig-Maximilians UniversityMunich, Germany
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16
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Affiliation(s)
- Berend Feddersen
- Department of Palliative Medicine, Klinikum Innenstadt, University of Munich, Munich, Germany2Epilepsy Center, Department of Neurology, Klinikum Großhadern, University of Munich, Munich, Germany
| | - Christian Vollmar
- Epilepsy Center, Department of Neurology, Klinikum Großhadern, University of Munich, Munich, Germany
| | - Jan Rémi
- Epilepsy Center, Department of Neurology, Klinikum Großhadern, University of Munich, Munich, Germany
| | - Thomas Stephan
- Graduate School of Systemic Neuroscience, University of Munich, Planegg-Martinsried, Germany
| | - Virginia L. Flanagin
- Graduate School of Systemic Neuroscience, University of Munich, Planegg-Martinsried, Germany
| | - Soheyl Noachtar
- Epilepsy Center, Department of Neurology, Klinikum Großhadern, University of Munich, Munich, Germany
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17
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Wallmeier L, Kish D, Wiegrebe L, Flanagin VL. Aural localization of silent objects by active human biosonar: neural representations of virtual echo-acoustic space. Eur J Neurosci 2015; 41:533-45. [PMID: 25728174 DOI: 10.1111/ejn.12843] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Revised: 12/17/2014] [Accepted: 12/22/2014] [Indexed: 02/04/2023]
Abstract
Some blind humans have developed the remarkable ability to detect and localize objects through the auditory analysis of self-generated tongue clicks. These echolocation experts show a corresponding increase in 'visual' cortex activity when listening to echo-acoustic sounds. Echolocation in real-life settings involves multiple reflections as well as active sound production, neither of which has been systematically addressed. We developed a virtualization technique that allows participants to actively perform such biosonar tasks in virtual echo-acoustic space during magnetic resonance imaging (MRI). Tongue clicks, emitted in the MRI scanner, are picked up by a microphone, convolved in real time with the binaural impulse responses of a virtual space, and presented via headphones as virtual echoes. In this manner, we investigated the brain activity during active echo-acoustic localization tasks. Our data show that, in blind echolocation experts, activations in the calcarine cortex are dramatically enhanced when a single reflector is introduced into otherwise anechoic virtual space. A pattern-classification analysis revealed that, in the blind, calcarine cortex activation patterns could discriminate left-side from right-side reflectors. This was found in both blind experts, but the effect was significant for only one of them. In sighted controls, 'visual' cortex activations were insignificant, but activation patterns in the planum temporale were sufficient to discriminate left-side from right-side reflectors. Our data suggest that blind and echolocation-trained, sighted subjects may recruit different neural substrates for the same active-echolocation task.
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Affiliation(s)
- Ludwig Wallmeier
- Graduate School of Systemic Neuroscience, Ludwig-Maximilians-Universität München, Großhaderner Str. 2, 82152, Planegg-Martinsried, Germany; German Center for Vertigo and Balance Disorders, Ludwig-Maximilians-Universität München, Munich, Germany; Division of Neurobiology, Department Biologie II, Ludwig-Maximilians-Universität München, Großhaderner Str. 2, 82152, Planegg-Martinsried, Germany
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Danek AH, Öllinger M, Fraps T, Grothe B, Flanagin VL. An fMRI investigation of expectation violation in magic tricks. Front Psychol 2015; 6:84. [PMID: 25699001 PMCID: PMC4316608 DOI: 10.3389/fpsyg.2015.00084] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 01/15/2015] [Indexed: 11/24/2022] Open
Abstract
Magic tricks violate the expected causal relationships that form an implicit belief system about what is possible in the world around us. Observing a magic effect seemingly invalidates our implicit assumptions about what action causes which outcome. We aimed at identifying the neural correlates of such expectation violations by contrasting 24 video clips of magic tricks with 24 control clips in which the expected action-outcome relationship is upheld. Using fMRI, we measured the brain activity of 25 normal volunteers while they watched the clips in the scanner. Additionally, we measured the professional magician who had performed the magic tricks under the assumption that, in contrast to naïve observers, the magician himself would not perceive his own magic tricks as an expectation violation. As the main effect of magic – control clips in the normal sample, we found higher activity for magic in the head of the caudate nucleus (CN) bilaterally, the left inferior frontal gyrus and the left anterior insula. As expected, the magician’s brain activity substantially differed from these results, with mainly parietal areas (supramarginal gyrus bilaterally) activated, supporting our hypothesis that he did not experience any expectation violation. These findings are in accordance with previous research that has implicated the head of the CN in processing changes in the contingency between action and outcome, even in the absence of reward or feedback.
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Affiliation(s)
- Amory H Danek
- Division of Neurobiology, Department Biology II, Ludwig-Maximilians-Universität München Munich, Germany
| | - Michael Öllinger
- Parmenides Foundation Munich, Germany ; Department of Psychology, Ludwig-Maximilians-Universität München Munich, Germany
| | | | - Benedikt Grothe
- Division of Neurobiology, Department Biology II, Ludwig-Maximilians-Universität München Munich, Germany
| | - Virginia L Flanagin
- German Center for Vertigo and Balance Disorders, University Hospital Munich-Großhadern Munich, Germany
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Fraedrich EM, Flanagin VL, Duann JR, Brandt T, Glasauer S. Hippocampal involvement in processing of indistinct visual motion stimuli. J Cogn Neurosci 2012; 24:1344-57. [PMID: 22524276 DOI: 10.1162/jocn_a_00226] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Perception of known patterns results from the interaction of current sensory input with existing internal representations. It is unclear how perceptual and mnemonic processes interact when visual input is dynamic and structured such that it does not allow immediate recognition of obvious objects and forms. In an fMRI experiment, meaningful visual motion stimuli depicting movement through a virtual tunnel and indistinct, meaningless visual motion stimuli, achieved through phase scrambling of the same stimuli, were presented while participants performed an optic flow task. We found that our indistinct visual motion stimuli evoked hippocampal activation, whereas the corresponding meaningful stimuli did not. Using independent component analysis, we were able to demonstrate a functional connectivity between the hippocampus and early visual areas, with increased activity for indistinct stimuli. In a second experiment, we used the same stimuli to test whether our results depended on the participants' task. We found task-independent bilateral hippocampal activation in response to indistinct motion stimuli. For both experiments, psychophysiological interaction analysis revealed a coupling from posterior hippocampus to dorsal visuospatial and ventral visual object processing areas when viewing indistinct stimuli. These results indicate a close functional link between stimulus-dependent perceptual and mnemonic processes. The observed pattern of hippocampal functional connectivity, in the absence of an explicit memory task, suggests that cortical-hippocampal networks are recruited when visual stimuli are temporally uncertain and do not immediately reveal a clear meaning.
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Hüfner K, Stephan T, Flanagin VL, Deutschländer A, Dera T, Karch C, Linn J, Glasauer S, Dieterich M, Strupp M, Brandt T. Cerebellar and visual gray matter brain volume increases in congenital nystagmus. Front Neurol 2011; 2:60. [PMID: 21994501 PMCID: PMC3182441 DOI: 10.3389/fneur.2011.00060] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2011] [Accepted: 09/03/2011] [Indexed: 11/23/2022] Open
Abstract
Structural brain abnormalities associated with congenital nystagmus (CN) are still unknown. In some patients with CN additional sensory, metabolic, or gross structural alterations can be detected. In the present study voxel-based morphometry was used to compare the gray matter (GM) brain volumes of 14 individuals with CN without associated sensory, metabolic, or obvious structural alterations (i.e., idiopathic CN) to those of a group of controls. Further, GM brain volumes were correlated with nystagmus severity as measured by sway path. Intergroup comparison exhibited significant volume increases in the human motion sensitive complex V5/MT+, the fusiform gyrus, and the middle occipital gyrus bilaterally in CN. These volume increases may be associated with excess visual motion stimulation due to involuntary retinal slip of the visual scene. A positive correlation (linear model) of nystagmus sway path with cerebellar GM volume was seen in the following areas: vermal parts VIII-X as well as hemisphere lobule II, hemisphere VI, crus I, crus II, and lobule VII-IX bilaterally. There is evidence that the reported GM volume changes in the vestibulo-cerebellum, which correlated with nystagmus sway path, might be related to the subjects‘ attempt to maintain fixation, rather than be due to the generation of nystagmus.
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Affiliation(s)
- Katharina Hüfner
- Department of Neurology, Hospital of the University of Munich, Ludwig-Maximilians University Munich, Germany
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Wutte MG, Smith MT, Flanagin VL, Wolbers T. Physiological Signal Variability in hMT+ Reflects Performance on a Direction Discrimination Task. Front Psychol 2011; 2:185. [PMID: 21852978 PMCID: PMC3151615 DOI: 10.3389/fpsyg.2011.00185] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2011] [Accepted: 07/21/2011] [Indexed: 11/13/2022] Open
Abstract
Our ability to perceive visual motion is critically dependent on the human motion complex (hMT+) in the dorsal visual stream. Extensive electrophysiological research in the monkey equivalent of this region has demonstrated how neuronal populations code for properties such as speed and direction, and that neurometric functions relate to psychometric functions within the individual monkey. In humans, the physiological correlates of inter-individual perceptual differences are still largely unknown. To address this question, we used functional magnetic resonance imaging (fMRI) while participants viewed translational motion in different directions, and we measured thresholds for direction discrimination of moving stimuli in a separate psychophysics experiment. After determining hMT+ in each participant with a functional localizer, we were able to decode the different directions of visual motion from it using pattern classification (PC). We also characterized the variability of fMRI signal in hMT+ during stimulus and rest periods with a generative model. Relating perceptual performance to physiology, individual direction discrimination thresholds were significantly correlated with the variability measure in hMT+, but not with PC accuracies. Individual differences in PC accuracy were driven by non-physiological sources of noise, such as head-movement, which makes this method a poor tool to investigate inter-individual differences. In contrast, variability analysis of the fMRI signal was robust to non-physiological noise, and variability characteristics in hMT+ correlated with psychophysical thresholds in the individual participants. Higher levels of fMRI signal variability compared to rest correlated with lower discrimination thresholds. This result is in line with theories on stochastic resonance in the context of neuronal populations, which suggest that endogenous or exogenous noise can increase the sensitivity of neuronal populations to incoming signals.
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Affiliation(s)
- Magdalena G Wutte
- Graduate School of Systemic Neurosciences, Ludwig-Maximilians-University Munich, Germany
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Hüfner K, Binetti C, Hamilton DA, Stephan T, Flanagin VL, Linn J, Labudda K, Markowitsch H, Glasauer S, Jahn K, Strupp M, Brandt T. Structural and functional plasticity of the hippocampal formation in professional dancers and slackliners. Hippocampus 2010; 21:855-65. [PMID: 20572197 DOI: 10.1002/hipo.20801] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2010] [Indexed: 12/19/2022]
Abstract
The acquisition of special skills can induce plastic changes in the human hippocampus, a finding demonstrated in expert navigators (Maguire et al. (2000) Proc Natl Acad Sci USA 97:4,398-403). Conversely, patients with acquired chronic bilateral vestibular loss develop atrophy of the hippocampus, which is associated with impaired spatial memory (Brandt et al. (2005) Brain 128:2,732-741). This suggests that spatial memory relies on vestibular input. In this study 21 professional dancers and slackliners were examined to assess whether balance training with extensive vestibulo-visual stimulation is associated with altered hippocampal formation volumes or spatial memory. Gray matter voxel-based morphometry showed smaller volumes in the anterior hippocampal formation and in parts of the parieto-insular vestibular cortex of the trained subjects but larger volumes in the posterior hippocampal formation and the lingual and fusiform gyri bilaterally. The local volumes in the right anterior hippocampal formation correlated negatively and those in the right posterior hippocampal formation positively with the amount of time spent training ballet/ice dancing or slacklining at the time of the study. There were no differences in general memory or in spatial memory as assessed by the virtual Morris water task. Trained subjects performed significantly better on a hippocampal formation-dependent task of nonspatial memory (transverse patterning). The smaller anterior hippocampal formation volumes of the trained subjects may be the result of a long-term suppression of destabilizing vestibular input. This is supported by the associated volume loss in the parieto-insular vestibular cortex. The larger volumes in the posterior hippocampal formation of the trained subjects might result from their increased utilization of visual cues for balance. This is supported by the concomitant larger volumes in visual areas like the lingual and fusiform gyri. Our findings indicate that there is a spatial separation of vestibular and visual processes in the human hippocampus.
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Affiliation(s)
- Katharina Hüfner
- Department of Neurology, Ludwig-Maximilians University, Munich, Germany.
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Hüfner K, Stephan T, Flanagin VL, Deutschländer A, Stein A, Kalla R, Dera T, Fesl G, Jahn K, Strupp M, Brandt T. Differential effects of eyes open or closed in darkness on brain activation patterns in blind subjects. Neurosci Lett 2009; 466:30-4. [PMID: 19766168 DOI: 10.1016/j.neulet.2009.09.010] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2009] [Revised: 09/10/2009] [Accepted: 09/11/2009] [Indexed: 11/27/2022]
Abstract
In functional brain imaging, specific task conditions can be compared to a reference condition which is often eyes-open or eyes-closed in darkness without the execution of a specific task. Previous fMRI studies in sighted subjects have shown that eyes-open in darkness, without visual stimulation, increases the relative activity in cortical ocular motor and attentional areas ("exteroceptive" state; contrast OPEN>CLOSED). By contrast, eyes-closed causes a relative signal increase in sensory systems ("interoceptive" state; contrast CLOSED>OPEN). In the present study we used fMRI to determine whether these differential brain activity states can also be found in congenitally blind subjects: there were intragroup differences between the OPEN and CLOSED conditions. These differences were, however, less pronounced and occurred in other areas than in sighted controls. The contrast OPEN>CLOSED revealed a relative signal increase in the left frontal eye field, the middle occipital gyrus bilaterally and in the anterior cingulum. Relative signal increases in occipital cortex areas and the anterior cingulum were also apparent for this contrast in the intergroup comparison (congenitally totally blind subjects vs. sighted controls). They reflect the increased attentional load or arousal during the eyes-open condition and could be indicative of a functional reorganization of the occipital cortex in the blind. The contrast CLOSED>OPEN in the congenitally totally blind subjects lead to relative activations in the somatosensory cortex bilaterally, the middle temporal gyrus on the left and the frontal gyri on the right. These activations are residues of the "interoceptive" state found in sighted controls.
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Affiliation(s)
- K Hüfner
- Department of Neurology, Klinikum Grosshadern, Ludwig-Maximilians University, 81377 Munich, Germany.
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Abstract
It is unclear how subjects perceive and process self-motion cues in virtual reality environments. Movement could be perceived as passive, akin to riding in a car, or active, such as walking down the street. These two very different types of self-motion were studied here using motor imagery in fMRI. In addition, the relative importance of visual and proprioceptive training cues was examined. Stronger activations were found during proprioceptive motor imagery compared with visual motor imagery, suggesting that proprioceptive signals are important for successful imagined movement. No significant activations were found during active movement with proprioceptive training. Passive locomotion, however, was correlated with activity in an occipital-parietal and parahippocampal cortical network, which are the same regions found during navigation with virtual reality stimuli.
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Affiliation(s)
- Virginia L Flanagin
- Department of Neurology, Klinikum Grosshadern, Ludwig-Maximilians-University, Munich, Germany.
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Abstract
Without landmarks, navigation is based on information about self-velocity, which is transformed to position or orientation by a process called path integration. Simple path integration tasks, such as reaching a previously seen goal by blindfolded locomotion, were often considered to be automatic and not influenced by unrelated cognitive activity. However, we recently showed that reproduction of self-motion without landmark cues exhibits systematic dual-task interference. Since these experiments did not exclude that the dual task only interferes with memory for self-motion, we performed two additional experiments testing generic path integration. We show that locomotor homing and reaching predefined goals by active self-motion are affected systematically by a concurrent mental task. The similarity of the effects we found to those reported for duration estimation led us to the hypothesis that subjective time may be used as a temporal basis of path integration. Alternatively, path integration and duration estimation may be based on similar underlying neuronal mechanisms, for example, coincidence detection in neural oscillators.
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Affiliation(s)
- Stefan Glasauer
- Institute of Clinical Neurosciences, Ludwig-Maximilians University, Munich, Germany.
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Hüfner K, Stephan T, Flanagin VL, Deutschländer A, Kalla R, Dera T, Fesl G, Strupp M, Brandt T. The Resting Brain in Blind Subjects: Differential Effects of Eyes Open and Closed in Darkness. Neuroimage 2009. [DOI: 10.1016/s1053-8119(09)70954-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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Kleemann AM, Albrecht J, Schöpf V, Haegler K, Kopietz R, Hempel JM, Linn J, Flanagin VL, Fesl G, Wiesmann M. Trigeminal perception is necessary to localize odors. Physiol Behav 2009; 97:401-5. [PMID: 19303891 DOI: 10.1016/j.physbeh.2009.03.013] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2008] [Revised: 03/09/2009] [Accepted: 03/13/2009] [Indexed: 10/21/2022]
Abstract
The human ability to localize odorants has been examined in a number of studies, but the findings are contradictory. In the present study we investigated the human sensitivity and ability to localize hydrogen sulphide (H(2)S), which in low concentrations stimulates the olfactory system selectively, the olfactory-trigeminal substance isoamyl acetate (IAA), and the trigeminal substance carbon dioxide (CO(2)). A general requirement for testing of localization was the conscious perception of the applied stimuli by the participants. Using Signal Detection Theory, we determined the human sensitivity in response to stimulation with these substances. Then the subjects' ability to localize the three different substances was tested. We found that humans can detect H(2)S in low concentration (2 ppm) with moderate sensitivity, and possess a high sensitivity in response to stimulation with 8 ppm H(2)S, 17.5% IAA, 50% v/v CO(2). In the localization experiment, subjects could localize neither the low nor the high concentration of H(2)S. In contrast, subjects possessed the ability to localize IAA and CO(2) stimuli. These results clearly demonstrate that humans, in spite of the aware perception, are not able to localize substances which only activate the olfactory system independent of their concentration, but they possess an ability to localize odorants that additionally excite the trigeminal system.
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Affiliation(s)
- A M Kleemann
- Department of Neuroradiology, Ludwig-Maximilians-University of Munich, Germany.
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Abstract
In this work, we studied the adaptation of H1, a motion-sensitive neuron in the fly visual system, to the variance of randomly fluctuating velocity stimuli. We ask two questions. 1) Which components of the motion detection system undergo genuine adaptational changes in response to the variance of the fluctuating velocity signal? 2) What are the consequences of this adaptation for the information processing capabilities of the neuron? To address these questions, we characterized the adaptation of H1 by estimating the changes in the parameters of an associated Reichardt motion detection model under various stimulus conditions. The strongest stimulus dependence was exhibited by the temporal kernel of the motion detector and was parametrized by changes in the model's high-pass time constant (τH). This time constant shortened considerably with increasing velocity fluctuations. We showed that this adaptive process contributes significantly to the shortening of the velocity response time-course but not to velocity gain control. To assess the contribution of time-constant adaptation to information transmission, we compared the information rates generated by our adaptive model motion detector with model simulations in which τH was held fixed at its unadapted value for all stimulus conditions. We found that for intermediate stimulus conditions, fixing τH at its unadapted value led to higher information rates, suggesting that time-constant adaptation does not optimize total information rates about velocity trajectories. We also found that, over the wide range of stimulus conditions tested here, H1 information rates are dependent on the amplitude of velocity fluctuations.
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Borst A, Flanagin VL, Sompolinsky H. Adaptation without parameter change: Dynamic gain control in motion detection. Proc Natl Acad Sci U S A 2005; 102:6172-6. [PMID: 15833815 PMCID: PMC1087925 DOI: 10.1073/pnas.0500491102] [Citation(s) in RCA: 99] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 02/19/2002] [Indexed: 11/18/2022] Open
Abstract
Many sensory systems adapt their input-output relationship to changes in the statistics of the ambient stimulus. Such adaptive behavior has been measured in a motion detection sensitive neuron of the fly visual system, H1. The rapid adaptation of the velocity response gain has been interpreted as evidence of optimal matching of the H1 response to the dynamic range of the stimulus, thereby maximizing its information transmission. Here, we show that correlation-type motion detectors, which are commonly thought to underlie fly motion vision, intrinsically possess adaptive properties. Increasing the amplitude of the velocity fluctuations leads to a decrease of the effective gain and the time constant of the velocity response without any change in the parameters of these detectors. The seemingly complex property of this adaptation turns out to be a straightforward consequence of the multidimensionality of the stimulus and the nonlinear nature of the system.
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Affiliation(s)
- Alexander Borst
- Department of Systems and Computational Neuroscience, Max Planck Institute of Neurobiology, 82152 Martinsried, Germany.
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