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Modafinil treatment modulates functional connectivity in stroke survivors with severe fatigue. Sci Rep 2019; 9:9660. [PMID: 31273283 PMCID: PMC6609702 DOI: 10.1038/s41598-019-46149-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 06/20/2019] [Indexed: 01/21/2023] Open
Abstract
Post-stroke fatigue has a significant impact on stroke survivors’ mental and physical well-being. Our recent clinical trial showed significant reduction of post-stroke fatigue with modafinil treatment, however functional connectivity changes in response to modafinil have not yet been explored in stroke survivors with post-stroke fatigue. Twenty-eight participants (multidimensional fatigue inventory-20 ≥ 60) had MRI scans at baseline, and during modafinil and placebo treatment. Resting-state functional MRI data were obtained, and independent component analysis was used to extract functional networks. Resting-state functional connectivity (rsFC) was examined between baseline, modafinil and placebo treatment using permutation testing with threshold-free cluster enhancement. Overall twenty-eight participants (mean age: 62 ± 14.3, mean baseline MFI-20: 72.3 ± 9.24) were included. During modafinil treatment, increased rsFC was observed in the right hippocampus (p = 0.004, 11 voxels) compared to placebo. This coincided with lower rsFC in the left frontoparietal (inferior parietal lobule, p = 0.023, 13 voxels), somatosensory (primary somatosensory cortex; p = 0.009, 32 voxels) and mesolimbic network (temporal pole, p = 0.016, 35 voxels). In conclusion, modafinil treatment induces significant changes in rsFC in post-stroke fatigue. This modulation of rsFC may relate to a reduction of post-stroke fatigue; however, the relationship between sensory processing, neurotransmitter expression and fatigue requires further exploration.
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Modafinil for cognitive neuroenhancement in healthy non-sleep-deprived subjects: A systematic review. Eur Neuropsychopharmacol 2015; 25:1865-81. [PMID: 26381811 DOI: 10.1016/j.euroneuro.2015.07.028] [Citation(s) in RCA: 107] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2015] [Revised: 07/27/2015] [Accepted: 07/30/2015] [Indexed: 12/22/2022]
Abstract
Modafinil is an FDA-approved eugeroic that directly increases cortical catecholamine levels, indirectly upregulates cerebral serotonin, glutamate, orexin, and histamine levels, and indirectly decreases cerebral gamma-amino-butrytic acid levels. In addition to its approved use treating excessive somnolence, modafinil is thought to be used widely off-prescription for cognitive enhancement. However, despite this popularity, there has been little consensus on the extent and nature of the cognitive effects of modafinil in healthy, non-sleep-deprived humans. This problem is compounded by methodological discrepancies within the literature, and reliance on psychometric tests designed to detect cognitive effects in ill rather than healthy populations. In order to provide an up-to-date systematic evaluation that addresses these concerns, we searched MEDLINE with the terms "modafinil" and "cognitive", and reviewed all resultant primary studies in English from January 1990 until December 2014 investigating the cognitive actions of modafinil in healthy non-sleep-deprived humans. We found that whilst most studies employing basic testing paradigms show that modafinil intake enhances executive function, only half show improvements in attention and learning and memory, and a few even report impairments in divergent creative thinking. In contrast, when more complex assessments are used, modafinil appears to consistently engender enhancement of attention, executive functions, and learning. Importantly, we did not observe any preponderances for side effects or mood changes. Finally, in light of the methodological discrepancies encountered within this literature, we conclude with a series of recommendations on how to optimally detect valid, robust, and consistent effects in healthy populations that should aid future assessment of neuroenhancement.
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Wang D, Bai XX, Williams SC, Hua SC, Kim JW, Marshall NS, D'Rozario A, Grunstein RR. Modafinil Increases Awake EEG Activation and Improves Performance in Obstructive Sleep Apnea during Continuous Positive Airway Pressure Withdrawal. Sleep 2015; 38:1297-303. [PMID: 26158894 DOI: 10.5665/sleep.4912] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Accepted: 12/23/2014] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVES We examined the changes in waking electroencephalography (EEG) biomarkers with modafinil during continuous positive airway pressure (CPAP) withdrawal in patients with obstructive sleep apnea (OSA) to investigate neurophysiological evidence for potential neurocognitive improvements. DESIGN Randomized double-blind placebo-controlled crossover study. CPAP was used for the first night and then withdrawn for 2 subsequent nights. Each morning after the 2 CPAP withdrawal nights, patients received either 200 mg modafinil or placebo. After a 5-w washout, the procedure repeated with the crossover drug. SETTINGS University teaching hospital. PARTICIPANTS Stable CPAP users (n = 23 men with OSA). MEASUREMENT AND RESULTS Karolinska Drowsiness Test (KDT) (awake EEG measurement with eyes open and closed), Psychomotor Vigilance Task (PVT), and driving simulator Performance were assessed bihourly during the 3 testing days following CPAP treatment and CPAP withdrawal nights. Compared to placebo, modafinil significantly increased awake EEG activation (faster EEG frequency) with increased alpha/delta (A/D) ratio (P < 0.0001) and fast ratio = (alpha+beta)/(delta+theta) (P < 0.0001) across the 2 days of CPAP withdrawal. The A/D ratio significantly correlated with the driving simulator response time (P = 0.015), steering variation (P = 0.002), and PVT reaction time (P = 0.006). In contrast, individual EEG band power of alpha, beta, theta, and delta did not correlate with any neurocognitive performance. CONCLUSIONS Modafinil administration during continuous positive airway pressure (CPAP) withdrawal increased awake EEG activation, which correlated to improved performance. This study provides supporting neurophysiological evidence that modafinil is a potential short-term treatment option during acute CPAP withdrawal.
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Affiliation(s)
- David Wang
- Sleep and Circadian Group, Woolcock Institute of Medical Research, University of Sydney, Australia.,Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Sydney, Australia (work performed).,Sydney Local Health District, Sydney Australia.,Centre for Integrated Research and Understanding of Sleep (CIRUS), Australia
| | - Xiao Xue Bai
- Sleep and Circadian Group, Woolcock Institute of Medical Research, University of Sydney, Australia.,The First Hospital of Jilin University, China
| | - Shaun C Williams
- Sleep and Circadian Group, Woolcock Institute of Medical Research, University of Sydney, Australia.,Centre for Integrated Research and Understanding of Sleep (CIRUS), Australia
| | | | - Jong-Won Kim
- Centre for Integrated Research and Understanding of Sleep (CIRUS), Australia.,School of Physics, University of Sydney, Australia
| | - Nathaniel S Marshall
- Sleep and Circadian Group, Woolcock Institute of Medical Research, University of Sydney, Australia.,Centre for Integrated Research and Understanding of Sleep (CIRUS), Australia.,Sydney Nursing School, University of Sydney, Australia
| | - Angela D'Rozario
- Sleep and Circadian Group, Woolcock Institute of Medical Research, University of Sydney, Australia.,Sydney Local Health District, Sydney Australia.,Centre for Integrated Research and Understanding of Sleep (CIRUS), Australia
| | - Ronald R Grunstein
- Sleep and Circadian Group, Woolcock Institute of Medical Research, University of Sydney, Australia.,Department of Respiratory and Sleep Medicine, Royal Prince Alfred Hospital, Sydney, Australia (work performed).,Sydney Local Health District, Sydney Australia.,Centre for Integrated Research and Understanding of Sleep (CIRUS), Australia
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Abstract
Modafinil (2-[(Diphenylmethyl) sulfinyl] acetamide, Provigil) is an FDA-approved medication with wake-promoting properties. Pre-clinical studies of modafinil suggest a complex profile of neurochemical and behavioral effects, distinct from those of amphetamine. In addition, modafinil shows initial promise for a variety of off-label indications in psychiatry, including treatment-resistant depression, attention-deficit/hyperactivity disorder, and schizophrenia. Cognitive dysfunction may be a particularly important emerging treatment target for modafinil, across these and other neuropsychiatric disorders. We aimed to comprehensively review the empirical literature on neurochemical actions of modafinil, and effects on cognition in animal models, healthy adult humans, and clinical populations. We searched PubMed with the search term 'modafinil' and reviewed all English-language articles for neurochemical, neurophysiological, cognitive, or information-processing experimental measures. We additionally summarized the pharmacokinetic profile of modafinil and clinical efficacy in psychiatric patients. Modafinil exhibits robust effects on catecholamines, serotonin, glutamate, gamma amino-butyric acid, orexin, and histamine systems in the brain. Many of these effects may be secondary to catecholamine effects, with some selectivity for cortical over subcortical sites of action. In addition, modafinil (at well-tolerated doses) improves function in several cognitive domains, including working memory and episodic memory, and other processes dependent on prefrontal cortex and cognitive control. These effects are observed in rodents, healthy adults, and across several psychiatric disorders. Furthermore, modafinil appears to be well-tolerated, with a low rate of adverse events and a low liability to abuse. Modafinil has a number of neurochemical actions in the brain, which may be related to primary effects on catecholaminergic systems. These effects are in general advantageous for cognitive processes. Overall, modafinil is an excellent candidate agent for remediation of cognitive dysfunction in neuropsychiatric disorders.
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Affiliation(s)
- Michael J Minzenberg
- Imaging Research Center, Davis School of Medicine, UC-Davis Health System, University of California, Sacramento, CA 95817, USA.
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Gobbelé R, Waberski TD, Thyerlei D, Thissen M, Fimm B, Klostermann F, Curio G, Buchner H. Human high frequency somatosensory evoked potential components are refractory to circadian modulations of tonic alertness. J Clin Neurophysiol 2007; 24:27-30. [PMID: 17277574 DOI: 10.1097/01.wnp.0000240871.37986.63] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The impact of vigilance states, such as sleep or arousal changes, on the high-frequency (600 Hz) components (HFOs) of somatosensory evoked potentials (SEPs) is known. The present study sought to characterize the effects of circadian fluctuations of tonic alertness on HFOs in awake humans. Median nerve SEPs were recorded at four times during a 24-hour waking period. In parallel to the SEP recordings, a reaction-time (RT) task was performed to assess tonic alertness. Additionally, the spontaneous EEG was monitored. The low-frequency SEP component N20 and the early and late HFO parts did not change across the measurement sessions. In contrast, RTs were clearly prolonged at night and on the second morning. EEG also showed increased delta power at night. HFOs are sensitive to pronounced vigilance changes, such as sleep, but are refractory to fluctuations of tonic alertness. Tonic alertness is regarded to be the top-down cognitive control mechanism of wakefulness, whereas sleep is mediated by overwhelming bottom-up regulation, which seems apparently more relevant for, at least in part, subcortically triggered high-frequency burst generation in the ascending somatosensory system.
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Affiliation(s)
- René Gobbelé
- Department of Neurology, University Hospital Aachen, Germany.
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Restuccia D, Valeriani M, Della Marca G. Giant subcortical high-frequency SEPs in idiopathic generalized epilepsy: a protective mechanism against seizures? Clin Neurophysiol 2006; 118:60-8. [PMID: 17097917 DOI: 10.1016/j.clinph.2006.09.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2006] [Revised: 09/06/2006] [Accepted: 09/08/2006] [Indexed: 11/24/2022]
Abstract
OBJECTIVE Recently, we found that high-frequency somatosensory evoked potentials (HF-SEPs), which are modulated by arousal-related structures, were abnormally enhanced during N-REM sleep in two seizure-free IGE patients [Restuccia D, Rubino M, Valeriani M, Della Marca G. Increase of brainstem high-frequency SEP subcomponents during light sleep in seizure-free epileptic patients. Clin Neurophysiol 2005; 116: 1774-1778]. Here, we aimed at verifying whether similar HF-SEP abnormalities were significantly correlated to the clinical outcome in a larger population of untreated IGE patients. METHODS Patients were classified as Juvenile Myoclonic epilepsy (JME; six patients) and Childhood or Juvenile Absence epilepsy (CAE and JAE, six patients). They were untreated because newly diagnosed, or because seizure-free. HF-SEPs from patients were compared with those obtained from 21 healthy volunteers. RESULTS HF-SEPs were abnormally enhanced in all seizure-free CAE-JAE patients, whereas they were normal in all JME patients and in CAE-JAE patients with frequent seizures. Not only scalp distribution, but also dipolar source analysis suggested a subcortical origin for these enhanced subcomponents, possibly in the brainstem. CONCLUSIONS The enhancement of HF-SEPs might reflect the hyperactivity of arousal-related brainstem structures; such an enhancement was found in all seizure-free CAE-JAE patients, while it was never observed in JME patients. SIGNIFICANCE We speculate that the hyperactivity of arousal-related brainstem structures might account for the different clinical outcome among IGE subsyndromes.
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Affiliation(s)
- Domenico Restuccia
- Scientific Institute E. MEDEA, Polo Friuli Venezia Giulia, Udine, Italy.
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Hurst DL, Lajara-Nanson WA, Lance-Fish ME. Walking with modafinil and its use in diplegic cerebral palsy: retrospective review. J Child Neurol 2006; 21:294-7. [PMID: 16900924 DOI: 10.1177/08830738060210042001] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A retrospective review of pediatric patients with spastic cerebral palsy was undertaken at Texas Tech University Health Sciences Center covering a period from January 1, 2000, until December 31, 2003. One hundred twenty pediatric patients were identified in the Texas Tech University Health Sciences Center child neurology clinic with spastic cerebral palsy. Fifty-nine patients of this group received modafinil treatment for cerebral palsy. Twenty-nine of the 59 patients were noted to have an improving gait on modafinil. Six of these modafinil-treated patients improved from no ambulation or only assisted ambulation to unassisted ambulation. This varied from taking a few steps without holding on to walking down the hall without assistance. Two patients with spastic diplegia secondary to prematurity have had a dramatic improvement in gait during the first 6 months after starting modafinil. Two other patients with spastic diplegia not included in this group of six patients taught themselves to stand up and walk while in water unassisted. During this same time period, only three non-modafinil-treated patients with mild cerebral palsy were noted with gait improvements, but not to the dramatic extent of the modafinil-treated group. A nonambulatory 5-year-old child, who presented for a requested wheelchair prescription because the mother had given up all hope of her child ever walking, is now taking independent steps unassisted after starting modafinil. Modafinil, a central nervous system stimulant, appears to improve tone and ambulation in spastic diplegic cerebral palsy.
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Affiliation(s)
- Daniel L Hurst
- Department of Neuropsychiatry, Texas Tech University Health Sciences Center, Lubbock, TX, 79430, USA.
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Restuccia D, Rubino M, Valeriani M, Della Marca G. Increase of brain-stem high-frequency SEP subcomponents during light sleep in seizure-free epileptic patients. Clin Neurophysiol 2005; 116:1774-8. [PMID: 16006185 DOI: 10.1016/j.clinph.2005.03.024] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2004] [Revised: 03/23/2005] [Accepted: 03/24/2005] [Indexed: 11/18/2022]
Abstract
OBJECTIVE Three hertz spike-and-wave (SW) occurrence is caused by the abnormal functioning of the same thalamo-cortical loop generating sleep spindles. In fact, SW preferably occurs during light sleep and transitional phases of the vigilance status. Since high-frequency somatosensory evoked potentials (HF-SEPs) are powerfully modulated by sleep and arousal, we verified whether they can reveal abnormalities of arousal-related structures in two patients having showed sporadic SW discharges during light sleep. METHODS We recorded right median nerve SEPs in two adult patients who suffered since the infancy from childhood absence epilepsy (CAE). Sleep stage-related changes of HF-SEPs were compared to those observed in five healthy volunteers. RESULTS HF-SEPs decreased during sleep in controls. By contrast, the amplitude of the subcortical component dramatically increased in CAE patients during phase II NREM sleep. Simultaneous EEG showed normally represented sleep spindles, but not SW discharges. CONCLUSIONS HF-SEP increase probably reflects the hyperactivation of brain-stem arousal-related structures. During such a hyperactivation no EEG abnormalities were observed. SIGNIFICANCE We hypothesize that HF-SEP increase might reflect a protective mechanism against seizure occurrence during light sleep.
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Affiliation(s)
- Domenico Restuccia
- Department of Neurosciences, Catholic University, Policlinico A. Gemelli, Largo A. Gemelli 8, 00168 Rome, Italy.
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