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Vataman A, Ciolac D, Chiosa V, Aftene D, Leahu P, Winter Y, Groppa SA, Gonzalez-Escamilla G, Muthuraman M, Groppa S. Dynamic flexibility and controllability of network communities in juvenile myoclonic epilepsy. Neurobiol Dis 2023; 179:106055. [PMID: 36849015 DOI: 10.1016/j.nbd.2023.106055] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/03/2023] [Accepted: 02/22/2023] [Indexed: 02/27/2023] Open
Abstract
Juvenile myoclonic epilepsy (JME) is the most common syndrome within the idiopathic generalized epilepsy spectrum, manifested by myoclonic and generalized tonic-clonic seizures and spike-and-wave discharges (SWDs) on electroencephalography (EEG). Currently, the pathophysiological concepts addressing SWD generation in JME are still incomplete. In this work, we characterize the temporal and spatial organization of functional networks and their dynamic properties as derived from high-density EEG (hdEEG) recordings and MRI in 40 JME patients (25.4 ± 7.6 years, 25 females). The adopted approach allows for the construction of a precise dynamic model of ictal transformation in JME at the cortical and deep brain nuclei source levels. We implement Louvain algorithm to attribute brain regions with similar topological properties to modules during separate time windows before and during SWD generation. Afterwards, we quantify how modular assignments evolve and steer through different states towards the ictal state by measuring characteristics of flexibility and controllability. We find antagonistic dynamics of flexibility and controllability within network modules as they evolve towards and undergo ictal transformation. Prior to SWD generation, we observe concomitantly increasing flexibility (F(1,39) = 25.3, corrected p < 0.001) and decreasing controllability (F(1,39) = 55.3, p < 0.001) within the fronto-parietal module in γ-band. On a step further, during interictal SWDs as compared to preceding time windows, we notice decreasing flexibility (F(1,39) = 11.9, p < 0.001) and increasing controllability (F(1,39) = 10.1, p < 0.001) within the fronto-temporal module in γ-band. During ictal SWDs as compared to prior time windows, we demonstrate significantly decreasing flexibility (F(1,14) = 31.6; p < 0.001) and increasing controllability (F(1,14) = 44.7, p < 0.001) within the basal ganglia module. Furthermore, we show that flexibility and controllability within the fronto-temporal module of the interictal SWDs relate to seizure frequency and cognitive performance in JME patients. Our results demonstrate that detection of network modules and quantification of their dynamic properties is relevant to track the generation of SWDs. The observed flexibility and controllability dynamics reflect the reorganization of de-/synchronized connections and the ability of evolving network modules to reach a seizure-free state, respectively. These findings may advance the elaboration of network-based biomarkers and more targeted therapeutic neuromodulatory approaches in JME.
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Affiliation(s)
- Anatolie Vataman
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine-Main Neuroscience Network (rmn(2)), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Laboratory of Neurobiology and Medical Genetics, Nicolae Testemițanu State University of Medicine and Pharmacy, Chisinau, Republic of Moldova; Department of Neurology, Institute of Emergency Medicine, Chisinau, Moldavia
| | - Dumitru Ciolac
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine-Main Neuroscience Network (rmn(2)), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany; Laboratory of Neurobiology and Medical Genetics, Nicolae Testemițanu State University of Medicine and Pharmacy, Chisinau, Republic of Moldova; Department of Neurology, Institute of Emergency Medicine, Chisinau, Moldavia
| | - Vitalie Chiosa
- Laboratory of Neurobiology and Medical Genetics, Nicolae Testemițanu State University of Medicine and Pharmacy, Chisinau, Republic of Moldova; Department of Neurology, Institute of Emergency Medicine, Chisinau, Moldavia
| | - Daniela Aftene
- Laboratory of Neurobiology and Medical Genetics, Nicolae Testemițanu State University of Medicine and Pharmacy, Chisinau, Republic of Moldova; Department of Neurology, Institute of Emergency Medicine, Chisinau, Moldavia
| | - Pavel Leahu
- Laboratory of Neurobiology and Medical Genetics, Nicolae Testemițanu State University of Medicine and Pharmacy, Chisinau, Republic of Moldova; Department of Neurology, Institute of Emergency Medicine, Chisinau, Moldavia
| | - Yaroslav Winter
- Mainz Comprehensive Epilepsy and Sleep Medicine Center, Department of Neurology, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Stanislav A Groppa
- Laboratory of Neurobiology and Medical Genetics, Nicolae Testemițanu State University of Medicine and Pharmacy, Chisinau, Republic of Moldova; Department of Neurology, Institute of Emergency Medicine, Chisinau, Moldavia
| | - Gabriel Gonzalez-Escamilla
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine-Main Neuroscience Network (rmn(2)), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Muthuraman Muthuraman
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine-Main Neuroscience Network (rmn(2)), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Sergiu Groppa
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine-Main Neuroscience Network (rmn(2)), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.
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Classically conditioned modulation of pain depends on stimulus intensity. Exp Brain Res 2022; 240:1151-1158. [PMID: 35147723 PMCID: PMC9015979 DOI: 10.1007/s00221-021-06285-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 12/01/2021] [Indexed: 11/24/2022]
Abstract
Innocuous cues that become associated with pain can enhance pain. This is termed classically conditioned hyperalgesia. The size of this effect varies under different conditions. We aimed to test whether the sensitising effect of pain-associated cues depends on the intensity of the paired test stimulus. To do this, two virtual reality environments were paired with either painful or non-painful vibrotactile stimuli in a counterbalanced fashion. The differential effect of the two environments was evaluated using pain intensity ratings of paired electrocutaneous test stimuli at three different intensity levels. Forty healthy participants were included in the study; 30 participants experienced sufficient pain during the learning phase and were included in the main analysis. An effect of environment (p = 0.014) and interaction between environment and test stimulus intensity was found (p = 0.046). Only the most intense test stimulus was modulated by environment. While the effect was small, the results are consistent with the proposition that pain-associated cues may induce hyperalgesia to some degree, under certain conditions. In particular, results highlight the potential relevance of stimulus intensity during and after the initial painful experience. Further attention is needed to comprehensively understand the variables that impact classically conditioned hyperalgesia.
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Simon RA, Barazanji N, Jones MP, Bednarska O, Icenhour A, Engström M, Hamilton JP, Keita ÅV, Walter S. Vasoactive intestinal polypeptide plasma levels associated with affective symptoms and brain structure and function in healthy females. Sci Rep 2021; 11:1406. [PMID: 33446759 PMCID: PMC7809454 DOI: 10.1038/s41598-020-80873-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 12/21/2020] [Indexed: 12/16/2022] Open
Abstract
Vasoactive intestinal polypeptide (VIP) is a neuroendocrine peptide distributed throughout the human body, including the CNS, where it is particularly abundant in brain regions associated with anxiety and depression. Based on earlier studies indicating that peripheral VIP may cross through the blood-brain barrier, we hypothesized plasma VIP levels to be associated with symptoms of anxiety and depression, as well as brain volume and resting-state functional connectivity in the amygdala, hippocampus, parahippocampus, and orbitofrontal cortex. Plasma VIP concentrations and anxiety/depression symptoms were measured in 37 healthy females. Functional and structural magnetic resonance imaging were used to evaluate functional connectivity and brain volume respectively, and their associations with VIP concentrations within brain regions associated with anxiety and depression. Negative correlations were found between VIP levels and symptoms of anxiety (r = - 0.44, p = 0.002) and depression (r = - 0.50, p = 0.001). Functional connectivity demonstrated significant VIP-dependent positive associations between the amygdala seed region with both the right parahippocampus (t(33) = 3.1, pFDR = 0.02) and right lateral orbitofrontal cortex (OFC; t(33) = 2.9, pFDR = 0.02). Moreover, VIP concentrations were significantly, positively correlated with brain volume in the left amygdala (r = 0.28, p = 0.007) and left lateral OFC (r = 0.29, p = 0.004). The present findings highlight a potential role for VIP in the neurobiology of affective symptoms.
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Affiliation(s)
- Rozalyn A Simon
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Division of Diagnostics and Specialist Medicine, Department of Health, Medicine, and Caring Sciences, Linköping University, Linköping, Sweden
| | - Nawroz Barazanji
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Michael P Jones
- Department of Psychology, Macquarie University, Sydney, Australia
| | - Olga Bednarska
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Adriane Icenhour
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Institute of Medical Psychology and Behavioral Immunobiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Maria Engström
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Division of Diagnostics and Specialist Medicine, Department of Health, Medicine, and Caring Sciences, Linköping University, Linköping, Sweden
| | - J Paul Hamilton
- Department of Biomedical and Clinical Sciences, Center for Social and Affective Neuroscience, Linköping University, Linköping, Sweden
| | - Åsa V Keita
- Division of Surgery, Orthopedics and Oncology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Susanna Walter
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden.
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
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Chien JH, Colloca L, Korzeniewska A, Meeker TJ, Bienvenu OJ, Saffer MI, Lenz FA. Behavioral, Physiological and EEG Activities Associated with Conditioned Fear as Sensors for Fear and Anxiety. SENSORS (BASEL, SWITZERLAND) 2020; 20:E6751. [PMID: 33255916 PMCID: PMC7728331 DOI: 10.3390/s20236751] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 11/03/2020] [Accepted: 11/10/2020] [Indexed: 11/16/2022]
Abstract
Anxiety disorders impose substantial costs upon public health and productivity in the USA and worldwide. At present, these conditions are quantified by self-report questionnaires that only apply to behaviors that are accessible to consciousness, or by the timing of responses to fear- and anxiety-related words that are indirect since they do not produce fear, e.g., Dot Probe Test and emotional Stroop. We now review the conditioned responses (CRs) to fear produced by a neutral stimulus (conditioned stimulus CS+) when it cues a painful laser unconditioned stimulus (US). These CRs include autonomic (Skin Conductance Response) and ratings of the CS+ unpleasantness, ability to command attention, and the recognition of the association of CS+ with US (expectancy). These CRs are directly related to fear, and some measure behaviors that are minimally accessible to consciousness e.g., economic scales. Fear-related CRs include non-phase-locked phase changes in oscillatory EEG power defined by frequency and time post-stimulus over baseline, and changes in phase-locked visual and laser evoked responses both of which include late potentials reflecting attention or expectancy, like the P300, or contingent negative variation. Increases (ERS) and decreases (ERD) in oscillatory power post-stimulus may be generalizable given their consistency across healthy subjects. ERS and ERD are related to the ratings above as well as to anxious personalities and clinical anxiety and can resolve activity over short time intervals like those for some moods and emotions. These results could be incorporated into an objective instrumented test that measures EEG and CRs of autonomic activity and psychological ratings related to conditioned fear, some of which are subliminal. As in the case of instrumented tests of vigilance, these results could be useful for the direct, objective measurement of multiple aspects of the risk, diagnosis, and monitoring of therapies for anxiety disorders and anxious personalities.
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Affiliation(s)
- Jui-Hong Chien
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
| | - Luana Colloca
- Department of Pain Translational Symptom Science, School of Nursing, University of Maryland, Baltimore, MD 21201-1595, USA;
- Department of Anesthesiology, School of Medicine, University of Maryland, Baltimore, MD 21201-1595, USA
| | - Anna Korzeniewska
- Department of Neurology, Johns Hopkins University, Baltimore, MD 21287-7713, USA;
| | - Timothy J. Meeker
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
| | - O. Joe Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, MD 21287-7713, USA;
| | - Mark I. Saffer
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
| | - Fred A. Lenz
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD 21287-7713, USA; (J.-H.C.); (T.J.M.); (M.I.S.)
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Carlson H, Leitão J, Delplanque S, Cayeux I, Sander D, Vuilleumier P. Sustained effects of pleasant and unpleasant smells on resting state brain activity. Cortex 2020; 132:386-403. [PMID: 33039687 DOI: 10.1016/j.cortex.2020.06.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 06/17/2020] [Accepted: 06/19/2020] [Indexed: 10/23/2022]
Abstract
Research suggests that transient emotional episodes produces sustained effects on psychological functions and brain activity during subsequent resting state. In this fMRI study we investigated whether transient emotions induced by smells could impact brain connectivity at rest in a valence-specific manner. The results suggest a sustained reconfiguration of parts of the default mode network which become more connected with areas implicated in olfactory processing, emotional learning, and action control. We found lingering effects of odorants on subsequent resting state that predominantly involved connections of the precuneus with a network comprising the insula, amygdala, medial orbital gyrus. Unpleasant smells in particular predicted greater coupling between insula, hippocampal structures, and prefrontal cortex, possible reflecting enhanced aversive learning and avoidance motivation. More broadly, our study illustrates a novel approach to characterize the impact of smells on brain function and differentiate the neural signatures of their valence, during task-free rest conditions.
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Affiliation(s)
- Heather Carlson
- Laboratory of Behavioral Neurology and Imaging of Cognition, Dept. of Neurosciences, University Medical Center, University of Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Switzerland.
| | - Joana Leitão
- Laboratory of Behavioral Neurology and Imaging of Cognition, Dept. of Neurosciences, University Medical Center, University of Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Switzerland
| | - Sylvain Delplanque
- Swiss Center for Affective Sciences, University of Geneva, Switzerland; Laboratory for the Study of Emotion Elicitation and Expression, Department of Psychology, University of Geneva
| | | | - David Sander
- Swiss Center for Affective Sciences, University of Geneva, Switzerland; Laboratory for the Study of Emotion Elicitation and Expression, Department of Psychology, University of Geneva
| | - Patrik Vuilleumier
- Laboratory of Behavioral Neurology and Imaging of Cognition, Dept. of Neurosciences, University Medical Center, University of Geneva, Switzerland; Swiss Center for Affective Sciences, University of Geneva, Switzerland
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6
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Chien JH, Colloca L, Korzeniewska A, Cheng JJ, Campbell CM, Hillis AE, Lenz FA. Oscillatory EEG activity induced by conditioning stimuli during fear conditioning reflects Salience and Valence of these stimuli more than Expectancy. Neuroscience 2017; 346:81-93. [PMID: 28077278 PMCID: PMC5426483 DOI: 10.1016/j.neuroscience.2016.12.047] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 12/24/2016] [Accepted: 12/27/2016] [Indexed: 12/28/2022]
Abstract
Imaging studies have described hemodynamic activity during fear conditioning protocols with stimulus trains in which a visual conditioned stimulus (CS+) is paired with an aversive unconditioned stimulus (US, painful laser pulse) while another visual stimulus is unpaired (CS-). We now test the hypothesis that CS Event Related Spectral Perturbations (ERSPs) are related to ratings of CS Expectancy (likelihood of pairing with the US), Valence (unpleasantness) and Salience (ability to capture attention). ERSP windows in EEG were defined by both time after the CS and frequency, and showed increased oscillatory power (Event Related Synchronization, ERS) in the Delta/Theta Windows (0-8Hz) and the Gamma Window (30-55Hz). Decreased oscillatory power (Event Related Desynchronization - ERD) was found in Alpha (8-14Hz) and Beta Windows (14-30Hz). The Delta/Theta ERS showed a differential effect of CS+ versus CS- at Prefrontal, Frontal and Midline Channels, while Alpha and Beta ERD were greater at Parietal and Occipital Channels early in the stimulus train. The Gamma ERS Window increased from habituation to acquisition over a broad area from frontal and occipital electrodes. The CS Valence and Salience were greater for CS+ than CS-, and were correlated with each other and with the ERD at overlapping channels, particularly in the Alpha Window. Expectancy and CS Skin Conductance Response were greater for CS+ than CS- and were correlated with ERSP at fewer channels than Valence or Salience. These results suggest that Alpha ERSP activity during fear conditioning reflects Valence and Salience of the CSs more than conditioning per se.
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Affiliation(s)
- J H Chien
- Department of Neurosurgery, Johns Hopkins University, Baltimore, USA
| | - L Colloca
- Department of Pain Translational Symptom Science, School of Nursing, and Department of Anesthesiology, School of Medicine, University of Maryland, Baltimore, USA
| | - A Korzeniewska
- Departments of Neurology and Cognitive Science, Johns Hopkins University, Baltimore, USA
| | - J J Cheng
- Department of Neurosurgery, Emory University, Atlanta, USA
| | - C M Campbell
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, Baltimore, USA
| | - A E Hillis
- Departments of Neurology and Cognitive Science, Johns Hopkins University, Baltimore, USA
| | - F A Lenz
- Department of Neurosurgery, Johns Hopkins University, Baltimore, USA.
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Baczkowski BM, Johnstone T, Walter H, Erk S, Veer IM. Sliding-window analysis tracks fluctuations in amygdala functional connectivity associated with physiological arousal and vigilance during fear conditioning. Neuroimage 2017; 153:168-178. [PMID: 28300639 DOI: 10.1016/j.neuroimage.2017.03.022] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 03/08/2017] [Accepted: 03/11/2017] [Indexed: 12/13/2022] Open
Abstract
We evaluated whether sliding-window analysis can reveal functionally relevant brain network dynamics during a well-established fear conditioning paradigm. To this end, we tested if fMRI fluctuations in amygdala functional connectivity (FC) can be related to task-induced changes in physiological arousal and vigilance, as reflected in the skin conductance level (SCL). Thirty-two healthy individuals participated in the study. For the sliding-window analysis we used windows that were shifted by one volume at a time. Amygdala FC was calculated for each of these windows. Simultaneously acquired SCL time series were averaged over time frames that corresponded to the sliding-window FC analysis, which were subsequently regressed against the whole-brain seed-based amygdala sliding-window FC using the GLM. Surrogate time series were generated to test whether connectivity dynamics could have occurred by chance. In addition, results were contrasted against static amygdala FC and sliding-window FC of the primary visual cortex, which was chosen as a control seed, while a physio-physiological interaction (PPI) was performed as cross-validation. During periods of increased SCL, the left amygdala became more strongly coupled with the bilateral insula and anterior cingulate cortex, core areas of the salience network. The sliding-window analysis yielded a connectivity pattern that was unlikely to have occurred by chance, was spatially distinct from static amygdala FC and from sliding-window FC of the primary visual cortex, but was highly comparable to that of the PPI analysis. We conclude that sliding-window analysis can reveal functionally relevant fluctuations in connectivity in the context of an externally cued task.
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Affiliation(s)
- Blazej M Baczkowski
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Campus Mitte, Berlin, Germany; Max Planck Institute for Human Cognitive and Brain Sciences, Max Planck Research Group for Neuroanatomy & Connectivity, Leipzig, Germany; Department of Psychology, Leipzig University, Leipzig, Germany; International Max Planck Research School NeuroCom, Leipzig, Germany.
| | - Tom Johnstone
- Centre for Integrative Neuroscience and Neurodynamics, Department of Psychology, University of Reading, Reading, United Kingdom
| | - Henrik Walter
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Campus Mitte, Berlin, Germany
| | - Susanne Erk
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Campus Mitte, Berlin, Germany
| | - Ilya M Veer
- Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin Berlin, Campus Mitte, Berlin, Germany.
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Long Z, Zeng Q, Wang K, Sharma A, He G. Gender difference in valproic acid-induced neuroprotective effects on APP/PS1 double transgenic mice modeling Alzheimer's disease. Acta Biochim Biophys Sin (Shanghai) 2016; 48:930-938. [PMID: 27614317 DOI: 10.1093/abbs/gmw085] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 06/26/2016] [Indexed: 12/21/2022] Open
Abstract
Alzheimer's disease (AD) is a neurodegenerative disorder that causes progressive memory and cognitive impairment with gender difference in specific cognitive ability domains, pathology, and risk of AD. Since valproic acid (VPA) is a widely used mood stabilizer and an antiepileptic drug, which exhibits multiple neuroprotective activities on AD, this study intended to investigate the gender difference in the effect of VPA on APP/PS1 double transgenic mice modeling AD. Behavioral experiments showed that VPA reduced the autonomous behaviors, improved learning and memory, and exhibited gender differences in AD mice compared with the control mice. The decrease in senile plaque, amyloid β (Aβ) 40, and Aβ42 caused by VPA in the male AD mice was more notable than that in the female AD mice. Meanwhile, VPA protected brain cells from dying notably in the male AD mice but only slightly in the female AD mice, and VPA treatment thickened the postsynaptic density and markedly increased the number and density of presynaptic vesicles in both male and female AD mice. However, the effects of rescuing early synaptic structural and functional deficits by VPA were more obvious in the male mice. Overall, these results supported the hypothesis that gender difference significantly influences AD and indicated that VPA may be a promising remedy for AD if basic biological differences and gender specificity were prudently taken into account.
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Affiliation(s)
- Zhimin Long
- Chongqing Key Laboratory of Neurobiology, Chongqing Medical University, Chongqing 400016, China Department of Anatomy, Chongqing Medical University, Chongqing 400016, China
| | - Qinghua Zeng
- Chongqing Key Laboratory of Neurobiology, Chongqing Medical University, Chongqing 400016, China
| | - Kejian Wang
- Chongqing Key Laboratory of Neurobiology, Chongqing Medical University, Chongqing 400016, China Department of Anatomy, Chongqing Medical University, Chongqing 400016, China
| | - Akhilesh Sharma
- Chongqing Key Laboratory of Neurobiology, Chongqing Medical University, Chongqing 400016, China
| | - Guiqiong He
- Chongqing Key Laboratory of Neurobiology, Chongqing Medical University, Chongqing 400016, China Department of Anatomy, Chongqing Medical University, Chongqing 400016, China
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Becerra L, Aasted CM, Boas DA, George E, Yücel MA, Kussman BD, Kelsey P, Borsook D. Brain measures of nociception using near-infrared spectroscopy in patients undergoing routine screening colonoscopy. Pain 2016; 157:840-848. [PMID: 26645550 PMCID: PMC4794375 DOI: 10.1097/j.pain.0000000000000446] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Colonoscopy is an invaluable tool for the screening and diagnosis of many colonic diseases. For most colonoscopies, moderate sedation is used during the procedure. However, insufflation of the colon produces a nociceptive stimulus that is usually accompanied by facial grimacing/groaning while under sedation. The objective of this study was to evaluate whether a nociceptive signal elicited by colonic insufflation could be measured from the brain. Seventeen otherwise healthy patients (age 54.8 ± 9.1; 6 female) undergoing routine colonoscopy (ie, no history of significant medical conditions) were monitored using near-infrared spectroscopy (NIRS). Moderate sedation was produced using standard clinical protocols for midazolam and meperidine, titrated to effect. Near-infrared spectroscopy data captured during the procedure was analyzed offline to evaluate the brains' responses to nociceptive stimuli evoked by the insufflation events (defined by physician or observing patients' facial responses). Analysis of NIRS data revealed a specific, reproducible prefrontal cortex activity corresponding to times when patients grimaced. The pattern of the activation is similar to that previously observed during nociceptive stimuli in awake healthy individuals, suggesting that this approach may be used to evaluate brain activity evoked by nociceptive stimuli under sedation, when there is incomplete analgesia. Although some patients report recollection of procedural pain after the procedure, the effects of repeated nociceptive stimuli in surgical patients may contribute to postoperative changes including chronic pain. The results from this study indicate that NIRS may be a suitable technology for continuous nociceptive afferent monitoring in patients undergoing sedation and could have applications under sedation or anesthesia.
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Affiliation(s)
- Lino Becerra
- P.A.I.N. Group, Department of Anesthesiology, Perioperative and Pain Medicine, Boston Children's Hospital, Boston, MA, USA Center for Pain and the Brain, Harvard Medical School, Boston, MA, USA Departments of Radiology Anesthesia and Critical Care, and Medicine, Massachusetts General Hospital, Boston, MA, USA
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10
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de Tommaso M, Trotta G, Vecchio E, Ricci K, Van de Steen F, Montemurno A, Lorenzo M, Marinazzo D, Bellotti R, Stramaglia S. Functional Connectivity of EEG Signals Under Laser Stimulation in Migraine. Front Hum Neurosci 2015; 9:640. [PMID: 26635589 PMCID: PMC4656845 DOI: 10.3389/fnhum.2015.00640] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 11/09/2015] [Indexed: 01/09/2023] Open
Abstract
In previous studies, migraine patients showed abnormalities in pain-related evoked responses, as reduced habituation to repetitive stimulation. In this study, we aimed to apply a novel analysis of EEG bands synchronization and directed dynamical influences under painful stimuli in migraine patients compared to non-migraine healthy volunteers. Thirty-one migraine without aura outpatients (MIGR) were evaluated and compared to 19 controls (CONT). The right hand was stimulated by means of 30 consecutive CO2 laser stimuli. EEG signal was examined by means of Morlet wavelet, synchronization entropy (SE), and Granger causality (GC), and the statistically validated results were mapped on the corresponding scalp locations. The vertex complex of averaged laser-evoked responses (LEPs) showed reduced habituation compared to CONT. In the prestimulus phase, enhanced SE in the 0, 5–30 Hz range was present in MIGR and CONT between the bilateral temporal–parietal and the frontal regions around the midline. Migraine patients showed an anticipation of EEG changes preceding the painful stimulation compared to CONT. In the poststimulus phase, the same cortical areas were more connected in MIGR vs CONT. In both groups of patients and CONT, the habituation index was negatively correlated with the GC scores. A different pattern of cortical activation after painful stimulation was present in migraine. The increase in cortical connections during repetitive painful stimulation may subtend the phenomenon of LEPs reduced habituation. Brain network analysis may give an aid in understanding subtle changes of pain processing under laser stimuli in migraine patients.
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Affiliation(s)
- Marina de Tommaso
- Basic Medical Neuroscience and Sensory System Department, Bari Aldo Moro University , Bari , Italy ; TIRES Center, Bari Aldo Moro University , Bari , Italy
| | - Gabriele Trotta
- TIRES Center, Bari Aldo Moro University , Bari , Italy ; Physics Department, Istituto Nazionale Di Fisica Nucleare Sezione di Bari, Bari Aldo Moro University , Bari , Italy
| | - Eleonora Vecchio
- Basic Medical Neuroscience and Sensory System Department, Bari Aldo Moro University , Bari , Italy ; TIRES Center, Bari Aldo Moro University , Bari , Italy
| | - Katia Ricci
- Basic Medical Neuroscience and Sensory System Department, Bari Aldo Moro University , Bari , Italy ; TIRES Center, Bari Aldo Moro University , Bari , Italy
| | - Frederik Van de Steen
- Data Analysis Department, Faculty of Psychological and Pedagogical Sciences 1, Ghent University , Ghent , Belgium
| | - Anna Montemurno
- Basic Medical Neuroscience and Sensory System Department, Bari Aldo Moro University , Bari , Italy ; TIRES Center, Bari Aldo Moro University , Bari , Italy
| | - Marta Lorenzo
- Basic Medical Neuroscience and Sensory System Department, Bari Aldo Moro University , Bari , Italy ; TIRES Center, Bari Aldo Moro University , Bari , Italy
| | - Daniele Marinazzo
- Data Analysis Department, Faculty of Psychological and Pedagogical Sciences 1, Ghent University , Ghent , Belgium
| | - Roberto Bellotti
- TIRES Center, Bari Aldo Moro University , Bari , Italy ; Physics Department, Istituto Nazionale Di Fisica Nucleare Sezione di Bari, Bari Aldo Moro University , Bari , Italy
| | - Sebastiano Stramaglia
- TIRES Center, Bari Aldo Moro University , Bari , Italy ; Physics Department, Istituto Nazionale Di Fisica Nucleare Sezione di Bari, Bari Aldo Moro University , Bari , Italy ; BCAM Basque Center for Applied Mathematics , Bilbao , Spain
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Madar R, Rotter A, Ben-Asher HW, Mughal MR, Arumugam TV, Wood WH, Becker KG, Mattson MP, Okun E. Postnatal TLR2 activation impairs learning and memory in adulthood. Brain Behav Immun 2015; 48:301-12. [PMID: 26021559 PMCID: PMC4508200 DOI: 10.1016/j.bbi.2015.04.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Revised: 04/12/2015] [Accepted: 04/12/2015] [Indexed: 12/27/2022] Open
Abstract
Neuroinflammation in the central nervous system is detrimental for learning and memory, as evident form epidemiological studies linking developmental defects and maternal exposure to harmful pathogens. Postnatal infections can also induce neuroinflammatory responses with long-term consequences. These inflammatory responses can lead to motor deficits and/or behavioral disabilities. Toll like receptors (TLRs) are a family of innate immune receptors best known as sensors of microbial-associated molecular patterns, and are the first responders to infection. TLR2 forms heterodimers with either TLR1 or TLR6, is activated in response to gram-positive bacterial infections, and is expressed in the brain during embryonic development. We hypothesized that early postnatal TLR2-mediated neuroinflammation would adversely affect cognitive behavior in the adult. Our data indicate that postnatal TLR2 activation affects learning and memory in adult mice in a heterodimer-dependent manner. TLR2/6 activation improved motor function and fear learning, while TLR2/1 activation impaired spatial learning and enhanced fear learning. Moreover, developmental TLR2 deficiency significantly impairs spatial learning and enhances fear learning, stressing the involvement of the TLR2 pathway in learning and memory. Analysis of the transcriptional effects of TLR2 activation reveals both common and unique transcriptional programs following heterodimer-specific TLR2 activation. These results imply that adult cognitive behavior could be influenced in part, by activation or alterations in the TLR2 pathway at birth.
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Affiliation(s)
- Ravit Madar
- The Mina and Everard Goodman faculty of Life sciences, Bar-Ilan University, Ramat Gan, 52900, Israel, The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, 52900, Israel
| | - Aviva Rotter
- The Mina and Everard Goodman faculty of Life sciences, Bar-Ilan University, Ramat Gan, 52900, Israel, The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, 52900, Israel
| | - Hiba Waldman Ben-Asher
- The Mina and Everard Goodman faculty of Life sciences, Bar-Ilan University, Ramat Gan, 52900, Israel
| | - Mohamed R. Mughal
- Laboratory of Neurosciences, National Institute on Aging Intramural Research Program, Baltimore, Maryland 21224, USA
| | - Thiruma V. Arumugam
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - WH Wood
- Laboratory of Neurosciences, National Institute on Aging Intramural Research Program, Baltimore, Maryland 21224, USA
| | - KG Becker
- Laboratory of Neurosciences, National Institute on Aging Intramural Research Program, Baltimore, Maryland 21224, USA
| | - Mark P. Mattson
- Laboratory of Neurosciences, National Institute on Aging Intramural Research Program, Baltimore, Maryland 21224, USA, Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205
| | - Eitan Okun
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan 5290000, Israel; The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan 5290002, Israel.
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12
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Liu CC, Chien JH, Kim JH, Chuang YF, Cheng DT, Anderson WS, Lenz FA. Cross-frequency coupling in deep brain structures upon processing the painful sensory inputs. Neuroscience 2015; 303:412-21. [PMID: 26168707 DOI: 10.1016/j.neuroscience.2015.07.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Revised: 06/19/2015] [Accepted: 07/02/2015] [Indexed: 11/30/2022]
Abstract
Cross-frequency coupling has been shown to be functionally significant in cortical information processing, potentially serving as a mechanism for integrating functionally relevant regions in the brain. In this study, we evaluate the hypothesis that pain-related gamma oscillatory responses are coupled with low-frequency oscillations in the frontal lobe, amygdala and hippocampus, areas known to have roles in pain processing. We delivered painful laser pulses to random locations on the dorsal hand of five patients with uncontrolled epilepsy requiring depth electrode implantation for seizure monitoring. Two blocks of 40 laser stimulations were delivered to each subject and the pain-intensity was controlled at five in a 0-10 scale by adjusting the energy level of the laser pulses. Local-field-potentials (LFPs) were recorded through bilaterally implanted depth electrode contacts to study the oscillatory responses upon processing the painful laser stimulations. Our results show that painful laser stimulations enhanced low-gamma (LH, 40-70 Hz) and high-gamma (HG, 70-110 Hz) oscillatory responses in the amygdala and hippocampal regions on the right hemisphere and these gamma responses were significantly coupled with the phases of theta (4-7 Hz) and alpha (8-1 2 Hz) rhythms during pain processing. Given the roles of these deep brain structures in emotion, these findings suggest that the oscillatory responses in these regions may play a role in integrating the affective component of pain, which may contribute to our understanding of the mechanisms underlying the affective information processing in humans.
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Affiliation(s)
- C C Liu
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA.
| | - J H Chien
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA
| | - J H Kim
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA; Department of Neurosurgery, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Y F Chuang
- Institute of Public Health, National Yang-Ming University, Taiwan; Department of Psychiatry, Far Eastern Memorial Hospital, Taiwan
| | - D T Cheng
- Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - W S Anderson
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA
| | - F A Lenz
- Department of Neurosurgery, Johns Hopkins University, Baltimore, MD, USA
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13
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Straube B, Lueken U, Jansen A, Konrad C, Gloster AT, Gerlach AL, Ströhle A, Wittmann A, Pfleiderer B, Gauggel S, Wittchen U, Arolt V, Kircher T. Neural correlates of procedural variants in cognitive-behavioral therapy: a randomized, controlled multicenter FMRI study. PSYCHOTHERAPY AND PSYCHOSOMATICS 2015; 83:222-33. [PMID: 24970601 DOI: 10.1159/000359955] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2013] [Accepted: 01/19/2014] [Indexed: 11/19/2022]
Abstract
BACKGROUND Cognitive behavioral therapy (CBT) is an effective treatment for panic disorder with agoraphobia (PD/AG). It is unknown, how variants of CBT differentially modulate brain networks involved in PD/AG. This study was aimed to evaluate the effects of therapist-guided (T+) versus self-guided (T-) exposure on the neural correlates of fear conditioning in PD/AG. METHOD In a randomized, controlled multicenter clinical trial in medication-free patients with PD/AG who were treated with 12 sessions of manualized CBT, functional magnetic resonance imaging (fMRI) was used during fear conditioning before (t1) and after CBT (t2). Quality-controlled fMRI data from 42 patients and 42 healthy subjects (HS) were obtained. Patients were randomized to two variants of CBT (T+, n = 22, and T-, n = 20). RESULTS The interaction of diagnosis (PD/AG, HS), treatment group (T+, T-), time point (t1, t2) and stimulus type (conditioned stimulus: yes, no) revealed activation in the left hippocampus and the occipitotemporal cortex. The T+ group demonstrated increased activation of the hippocampus at t2 (t2 > t1), which was positively correlated with treatment outcome, and a decreased connectivity between the left inferior frontal gyrus and the left hippocampus across time (t1 > t2). CONCLUSION After T+ exposure, contingency-encoding processes related to the posterior hippocampus are augmented and more decoupled from processes of the left inferior frontal gyrus, previously shown to be dysfunctionally activated in PD/AG. Linking single procedural variants to neural substrates offers the potential to inform about the optimization of targeted psychotherapeutic interventions.
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Affiliation(s)
- Benjamin Straube
- Department of Psychiatry and Psychotherapy, Philipps University Marburg, Marburg, Germany
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14
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Kim JH, Chien JH, Liu CC, Lenz FA. Painful cutaneous laser stimuli induce event-related gamma-band activity in the lateral thalamus of humans. J Neurophysiol 2015; 113:1564-73. [PMID: 25505116 PMCID: PMC4346717 DOI: 10.1152/jn.00778.2014] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2014] [Accepted: 12/09/2014] [Indexed: 11/22/2022] Open
Abstract
Although the thalamus is an important module in "pain networks," there are few studies of the effect of experimental pain upon thalamic oscillations. We have now examined the hypothesis that, during a series of painful cutaneous laser stimuli, thalamic signals will show stimulus-related gamma-band spectral activity, which is modulated by attention to vs. distraction from the painful stimulus. When the series of laser stimuli was presented, attention was focused by counting the laser stimuli (count laser task), while distraction was produced by counting backward (count back plus laser task). We have studied the effect of a cutaneous laser on thalamic local field potentials and EEG activity during awake procedures (deep brain stimulation implants) for the treatment of essential tremor. At different delays after the stimulus, three low gamma- (30-50 Hz) and two high gamma-band (70-90 Hz) activations were observed during the two tasks. Greater high-gamma activation was found during the count laser task for the earlier window, while greater high-gamma activation was found during the count back plus laser task for the later window. Thalamic signals were coherent with EEG signals in the beta band, which indicated significant synchrony. Thalamic cross-frequency coupling analysis indicated that the phase of the lower frequency activity (theta to beta) modulated the amplitude of the higher frequency activity (low and high gamma) more strongly during the count laser task than during the count back plus laser task. This modulation might result in multiplexed signals each encoding a different aspect of pain.
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Affiliation(s)
- J H Kim
- Department of Neurosurgery, Korea University, Guro Hospital, Seoul, South Korea
| | - J H Chien
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland; and
| | - C C Liu
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland; and
| | - F A Lenz
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland; and
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15
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Aversive learning in adolescents: modulation by amygdala-prefrontal and amygdala-hippocampal connectivity and neuroticism. Neuropsychopharmacology 2014; 39:875-84. [PMID: 24126454 PMCID: PMC3924522 DOI: 10.1038/npp.2013.287] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2012] [Revised: 09/06/2013] [Accepted: 09/08/2013] [Indexed: 01/01/2023]
Abstract
Neuroticism involves a tendency for enhanced emotional and cognitive processing of negative affective stimuli and a propensity to worry and be anxious. It is known that this trait modulates fear learning and the activation of brain regions involved in it such as the amygdala, hippocampus, and prefrontal cortex and their connectivity. Thirty-nine (21 female) 14-year-old healthy adolescents participated in functional magnetic resonance imaging (fMRI) of aversive pavlovian differential delay conditioning. An unpleasant sound served as unconditioned stimulus (US) and pictures of neutral male faces as conditioned stimuli (CS+ followed by the US in 50% of the cases; CS- never followed by the US). During acquisition (CS+/- differentiation), higher levels of neuroticism were associated with a stronger interaction between the right amygdala and the right hippocampus as well as the right amygdala and prefrontal cortical regions, specifically ventromedial prefrontal cortex, dorsolateral prefrontal cortex, and anterior cingulate cortex. The association of stronger conditionability of fear and connectivity of brain regions related to consolidation of fear associations and neuroticism points to underlying mechanisms of the enhanced propensity for anxiety disorders in highly neurotic participants. This is especially important in adolescence, a vulnerable time for the onset of mental disorders such as anxiety disorders.
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16
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Markman T, Liu CC, Chien JH, Crone NE, Zhang J, Lenz FA. EEG analysis reveals widespread directed functional interactions related to a painful cutaneous laser stimulus. J Neurophysiol 2013; 110:2440-9. [PMID: 23945784 PMCID: PMC3841864 DOI: 10.1152/jn.00246.2013] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2013] [Accepted: 08/14/2013] [Indexed: 12/25/2022] Open
Abstract
During attention to a painful cutaneous laser stimulus, event-related causality (ERC) has been detected in recordings from subdural electrodes implanted directly over cortical modules for the treatment of epilepsy. However, these studies afforded limited sampling of modules and did not examine interactions with a nonpainful stimulus as a control. We now sample scalp EEG to test the hypothesis that attention to the laser stimulus is associated with poststimulus ERC interactions that are different from those with attention to a nonpainful stimulus. Subjects attended to (counted) either a painful laser stimulus (laser attention task) or a nonpainful electrical cutaneous stimulus that produced distraction from the laser (laser distraction task). Both of these stimuli were presented in random order in a single train. The intensities of both stimuli were adjusted to produce similar baseline salience and sensations in the same cutaneous territory. The results demonstrated that EEG channels with poststimulus ERC interactions were consistently different during the laser stimulus versus the electric stimulus. Poststimulus ERC interactions for the laser attention task were different from the laser distraction task. Furthermore, scalp EEG frontal channels play a driver role while parietal temporal channels play a receiver role during both tasks, although this does not prove that these channels are connected. Sites at which large numbers of ERC interactions were found for both laser attention and distraction tasks (critical sites) were located at Cz, Pz, and C3. Stimulation leading to disruption of sites of these pain-related interactions may produce analgesia for acute pain.
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Affiliation(s)
- T. Markman
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland
| | - C. C. Liu
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland
| | - J. H. Chien
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland
| | - N. E. Crone
- Department of Neurology, Johns Hopkins University, Baltimore, Maryland; and
| | - J. Zhang
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland
- School of Biological Science and Medical Engineering, Beijing University of Aeronautics and Astronautics, Beijing, China
| | - F. A. Lenz
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland
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17
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Kircher T, Arolt V, Jansen A, Pyka M, Reinhardt I, Kellermann T, Konrad C, Lueken U, Gloster AT, Gerlach AL, Ströhle A, Wittmann A, Pfleiderer B, Wittchen HU, Straube B. Effect of cognitive-behavioral therapy on neural correlates of fear conditioning in panic disorder. Biol Psychiatry 2013; 73:93-101. [PMID: 22921454 DOI: 10.1016/j.biopsych.2012.07.026] [Citation(s) in RCA: 115] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2012] [Revised: 06/30/2012] [Accepted: 07/02/2012] [Indexed: 01/04/2023]
Abstract
BACKGROUND Learning by conditioning is a key ability of animals and humans for acquiring novel behavior necessary for survival in a changing environment. Aberrant conditioning has been considered a crucial factor in the etiology and maintenance of panic disorder with agoraphobia (PD/A). Cognitive-behavioral therapy (CBT) is an effective treatment for PD/A. However, the neural mechanisms underlying the effects of CBT on conditioning processes in PD/A are unknown. METHODS In a randomized, controlled, multicenter clinical trial in medication-free patients with PD/A who were treated with 12 sessions of manualized CBT, functional magnetic resonance imaging (fMRI) was used during fear conditioning before and after CBT. Quality-controlled fMRI data from 42 patients and 42 healthy subjects were obtained. RESULTS After CBT, patients compared to control subjects revealed reduced activation for the conditioned response (CS+ > CS-) in the left inferior frontal gyrus (IFG). This activation reduction was correlated with reduction in agoraphobic symptoms from t1 to t2. Patients compared to control subjects also demonstrated increased connectivity between the IFG and regions of the "fear network" (amygdalae, insulae, anterior cingulate cortex) across time. CONCLUSIONS This study demonstrates the link between cerebral correlates of cognitive (IFG) and emotional ("fear network") processing during symptom improvement across time in PD/A. Further research along this line has promising potential to support the development and further optimization of targeted treatments.
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Affiliation(s)
- Tilo Kircher
- Department of Psychiatry and Psychotherapy, Philipps-University Marburg, Rudolf-Bultmann-Straße 8, Marburg, Germany.
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18
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Okun E, Barak B, Saada-Madar R, Rothman SM, Griffioen KJ, Roberts N, Castro K, Mughal MR, Pita MA, Stranahan AM, Arumugam TV, Mattson MP. Evidence for a developmental role for TLR4 in learning and memory. PLoS One 2012; 7:e47522. [PMID: 23071817 PMCID: PMC3469493 DOI: 10.1371/journal.pone.0047522] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2012] [Accepted: 09/12/2012] [Indexed: 01/08/2023] Open
Abstract
Toll-like receptors (TLRs) play essential roles in innate immunity and increasing evidence indicates that these receptors are expressed in neurons, astrocytes and microglia in the brain where they mediate responses to infection, stress and injury. Very little is known about the roles of TLRs in cognition. To test the hypothesis that TLR4 has a role in hippocampus-dependent spatial learning and memory, we used mice deficient for TLR4 and mice receiving chronic TLR4 antagonist infusion to the lateral ventricles in the brain. We found that developmental TLR4 deficiency enhances spatial reference memory acquisition and memory retention, impairs contextual fear-learning and enhances motor functions, traits that were correlated with CREB up-regulation in the hippocampus. TLR4 antagonist infusion into the cerebral ventricles of adult mice did not affect cognitive behavior, but instead affected anxiety responses. Our findings indicate a developmental role for TLR4 in shaping spatial reference memory, and fear learning and memory. Moreover, we show that central TLR4 inhibition using a TLR4 antagonist has no discernible physiological role in regulating spatial and contextual hippocampus-dependent cognitive behavior.
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Affiliation(s)
- Eitan Okun
- The Mina and Everard Goodman Faculty of Life Sciences, The Leslie and Susan Gonda Multidisciplinary Brain Research Center, Bar-Ilan University, Ramat Gan, Israel.
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d'Orsi G, Pacillo F, Trivisano M, Pascarella MG, Luisi C, Di Claudio MT, Boero G, Grilli G, Modoni S, Specchio LM. Fear as nonconvulsive status epilepticus of frontal origin: EEG-SPECT correlation. Epilepsy Behav 2012; 24:288-9. [PMID: 22554979 DOI: 10.1016/j.yebeh.2012.03.034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2012] [Accepted: 03/28/2012] [Indexed: 11/25/2022]
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20
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Liu CC, Franaszczuk P, Crone NE, Jouny C, Lenz FA. Studies of properties of "Pain Networks" as predictors of targets of stimulation for treatment of pain. Front Integr Neurosci 2011; 5:80. [PMID: 22164137 PMCID: PMC3230069 DOI: 10.3389/fnint.2011.00080] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2011] [Accepted: 11/19/2011] [Indexed: 12/29/2022] Open
Abstract
Two decades of functional imaging studies have demonstrated pain-related activations of primary somatic sensory cortex (S1), parasylvian cortical structures (PS), and medial frontal cortical structures (MF), which are often described as modules in a "pain network." The directionality and temporal dynamics of interactions between and within the cortical and thalamic modules are uncertain. We now describe our studies of these interactions based upon recordings of local field potentials (LFPs) carried out in an epilepsy monitoring unit over the one week period between the implantation and removal of cortical electrodes during the surgical treatment of epilepsy. These recordings have unprecedented clarity and resolution for the study of LFPs related to the experimental pain induced by cutaneous application of a Thulium YAG laser. We also used attention and distraction as behavioral probes to study the psychophysics and neuroscience of the cortical "pain network." In these studies, electrical activation of cortex was measured by event-related desynchronization (ERD), over SI, PS, and MF modules, and was more widespread and intense while attending to painful stimuli than while being distracted from them. This difference was particularly prominent over PS. In addition, greater perceived intensity of painful stimuli was associated with more widespread and intense ERD. Connectivity of these modules was then examined for dynamic causal interactions within and between modules by using the Granger causality (GRC). Prior to the laser stimuli, a task involving attention to the painful stimulus consistently increased the number of event-related causality (ERC) pairs both within the SI cortex, and from SI upon PS (SI > PS). After the laser stimulus, attention to a painful stimulus increased the number of ERC pairs from SI > PS, and SI > MF, and within the SI module. LFP at some electrode sites (critical sites) exerted ERC influences upon signals at multiple widespread electrodes, both in other cortical modules and within the module where the critical site was located. In summary, critical sites and SI modules may bind the cortical modules together into a "pain network," and disruption of that network by stimulation might be used to treat pain. These results in humans may be uniquely useful to design and optimize anatomically based pain therapies, such as stimulation of the S1 or critical sites through transcutaneous magnetic fields or implanted electrodes.
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Affiliation(s)
- C. C. Liu
- Department of Neurosurgery, Johns Hopkins HospitalBaltimore, MD, USA
| | - P. Franaszczuk
- Department of Neurology, Johns Hopkins HospitalBaltimore, MD, USA
- US Army Research Laboratory, Human Research and Engineering DirectorateAberdeen Proving Ground, MD, USA
| | - N. E. Crone
- Department of Neurology, Johns Hopkins HospitalBaltimore, MD, USA
| | - C. Jouny
- Department of Neurology, Johns Hopkins HospitalBaltimore, MD, USA
| | - F. A. Lenz
- Department of Neurosurgery, Johns Hopkins HospitalBaltimore, MD, USA
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Liu CC, Ohara S, Franaszczuk PJ, Crone NE, Lenz FA. Attention to painful cutaneous laser stimuli evokes directed functional interactions between human sensory and modulatory pain-related cortical areas. Pain 2011; 152:2781-2791. [PMID: 22033363 PMCID: PMC3433227 DOI: 10.1016/j.pain.2011.09.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2011] [Revised: 08/25/2011] [Accepted: 09/01/2011] [Indexed: 12/30/2022]
Abstract
The human 'pain network' includes cortical areas that are activated during the response to painful stimuli (termed category 1) or during psychological processes that modulate pain, for example, distraction (termed category 2). These categories include parts of the parasylvian (PS), medial frontal (MF), and paracentral cortex (S1&M1). Here we test the hypothesis that causal interactions both within and between category 1 and category 2 modules occur during attention to a painful stimulus. Event-related causality (ERC) was calculated from local field potentials recorded directly from these cortical areas during the response to a painful cutaneous laser stimulus in patients being monitored for epilepsy. The number of electrodes involved in pairs with significant ERC in category 1 was greater for pre-stimulus vs post-stimulus and for attention vs distraction. This is consistent with our prior evidence that the category 1 'pain network' changes rapidly with time intervals and tasks. In contrast, the interaction between categories was often unchanged or stable across intervals and tasks, particularly in MF. The proportion of contacts involved in interactions with PS was greater during distraction vs attention while activation was less, which suggests that distraction involves an inhibitory process in PS. Functional interactions between categories were overwhelmingly in the direction from category 2>1, particularly for contacts in MF which often had a driver role. These results demonstrate that MF is densely interconnected throughout the 'pain network' so that stimulation of MF might be used to disrupt the 'pain network' as a therapy for pain.
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Affiliation(s)
- Chang-Chia Liu
- Department of Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA Department of Neurology, Johns Hopkins University, Baltimore, Maryland, USA
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de Oliveira EM, Kissaki PT, Ordonez TN, Lima-Silva TB. A systematic review of the neurobiological aspects of memory in the aging process. Dement Neuropsychol 2011; 5:310-321. [PMID: 29213758 PMCID: PMC5619044 DOI: 10.1590/s1980-57642011dn05040009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
A systematic review of the neuroanatomical literature was performed to determine the neuropharmacological aspects most relevant to the study of memory processes. Articles were retrieved using the search terms "biology of memory", "memory and aging", "memory impairment", "elderly and memory," and their equivalents in Portuguese. Of the studies surveyed, five studies dealt with epidemiological and demographic issues, 12 were clinical trials i.e. were based on testing and implementation of instruments in human subjects, 33 studies were basic research involving studies of mice, rats and non-human primates, and biochemical and in vitro trials and finally, 52 studies were literature reviews or book chapters which in our view, fell into this category. Conclusions The work sought to highlight which neural networks are most involved in processing information, as well as their location within brain regions and the way in which neurotransmitters interact with each other for the formation of these memories. Moreover, it was shown how memory changes during the normal human aging process, both positively and negatively, by analyzing the morphological alterations that occur in the brain of aging individuals.
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Affiliation(s)
- Eduardo Moreira de Oliveira
- Bacharel em Gerontologia - Escola de Artes, Ciências e Humanidades da Universidade de São Paulo, São Paulo SP, Brazil. Pesquisadores do Núcleo de Estudos no Envelhecimento Cognitivo e Núcleo de Estudos em Gerontologia, EACH-USP, São Paulo SP, Brazil
| | - Priscilla Tiemi Kissaki
- Bacharel em Gerontologia - Escola de Artes, Ciências e Humanidades da Universidade de São Paulo, São Paulo SP, Brazil. Pesquisadores do Núcleo de Estudos no Envelhecimento Cognitivo e Núcleo de Estudos em Gerontologia, EACH-USP, São Paulo SP, Brazil
| | - Tiago Nascimento Ordonez
- Bacharel em Gerontologia - Escola de Artes, Ciências e Humanidades da Universidade de São Paulo, São Paulo SP, Brazil. Pesquisadores do Núcleo de Estudos no Envelhecimento Cognitivo e Núcleo de Estudos em Gerontologia, EACH-USP, São Paulo SP, Brazil
| | - Thaís Bento Lima-Silva
- Pós-graduada em Neurociências pela Faculdade de Medicina do ABC - Mestranda em Neurologia, pelo Departamento de Neurologia Cognitiva e do Comportamento - Faculdade de Medicina da Universidade de São Paulo, São Paulo SP, Brazil
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