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Wiemann M, Blendow SL, Zimowski N, Enax-Krumova E, Fleischmann R, Penner IK, Grothe M, Strauss S. The role of fatigue in patients with complex regional pain syndrome. J Neurol 2024; 271:5246-5255. [PMID: 38849698 PMCID: PMC11319517 DOI: 10.1007/s00415-024-12473-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/21/2024] [Accepted: 05/22/2024] [Indexed: 06/09/2024]
Abstract
BACKGROUND AND PURPOSE Fatigue affects patients across a variety of neurological diseases, including chronic pain syndromes such as complex regional pain syndrome (CRPS). In CRPS, fatigue is often underestimated, as the focus lies in the assessment and managing of pain and sensorimotor deficits. This study aimed to investigate the prevalence, characteristics, and influence of fatigue on CRPS severity and quality of life in these patients. Such insights could enhance the clinical management of this challenging condition. METHODS In this prospective study, 181 CRPS patients and 141 age and gender-matched individuals with injury but without chronic pain were interviewed using the Fatigue Scale for Motor and Cognitive Function to assess fatigue. Depressive symptoms and quality of life (QoL) were also evaluated as additional outcome measures. Statistical analysis was performed to examine differences in fatigue prevalence between the groups, as well as associations with CRPS severity, pain levels, and clinical phenotype. In addition, best subsets regression was used to identify the primary factors influencing QoL. Fatigue was tested in a mediation analysis as a mediator between pain and depression. RESULTS CRPS patients showed significantly higher fatigue levels compared to controls (CRPS: 75 [IQR: 57-85] vs. controls: 39 [IQR: 25-57]). Based on the FSMC, 44.2% in the control group experienced fatigue, while 85% of patients with CRPS experienced fatigue (p < 0.001), of which 6% were mild, 15% moderate, and 67% severe. In CRPS severe fatigue was associated with higher pain intensities compared to no fatigue (pain at rest: p = 0.003; pain during movement: p = 0.007) or moderate fatigue (pain during movement: p = 0.03). QoL in our cohort was mainly influenced by pain (pain during movement: adj.R2 = 0.38; p < 0.001, pain at rest: Δadj.R2 = 0.02, p = 0.007) and depressive symptoms (Δadj.R2 = 0.12, p < 0.001). Subsequent analyses indicated that pain and depressive symptoms primarily impact QoL in CPRS whereas fatigue may exert an indirect influence by mediating the connection between pain and depression (p < 0.001). CONCLUSIONS This pioneering study investigates the prevalence of fatigue in CRPS patients and its relation to disease characteristics. Our results indicate a high prevalence of severe fatigue, strongly correlated with pain intensity, and its importance in the interaction between pain and depression in CRPS. These findings underscore the significant role of fatigue as a disease factor in CRPS. Therefore, the evaluation of CRPS-related disability should include a standardized assessment of fatigue for comprehensive clinical management.
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Affiliation(s)
- Matthias Wiemann
- Department of Neurology, University Medicine Greifswald, Ferdinand-Sauerbruch-Str. 1, 17475, Greifswald, Germany
| | - Sarah-Luis Blendow
- Department of Neurology, University Medicine Greifswald, Ferdinand-Sauerbruch-Str. 1, 17475, Greifswald, Germany
| | - Nikolas Zimowski
- Department of Neurology, University Medicine Greifswald, Ferdinand-Sauerbruch-Str. 1, 17475, Greifswald, Germany
| | - Elena Enax-Krumova
- Department of Neurology, BG University Hospital Bergmannsheil gGmbH, Ruhr University Bochum, Bochum, Germany
| | - Robert Fleischmann
- Department of Neurology, University Medicine Greifswald, Ferdinand-Sauerbruch-Str. 1, 17475, Greifswald, Germany
| | - Iris-Katharina Penner
- Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Matthias Grothe
- Department of Neurology, University Medicine Greifswald, Ferdinand-Sauerbruch-Str. 1, 17475, Greifswald, Germany
| | - Sebastian Strauss
- Department of Neurology, University Medicine Greifswald, Ferdinand-Sauerbruch-Str. 1, 17475, Greifswald, Germany.
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Baek CY, Kim HD, Yoo DY, Kang KY, Lee JW. Change in activity patterns in the prefrontal cortex in different phases during the dual-task walking in older adults. J Neuroeng Rehabil 2023; 20:86. [PMID: 37420235 PMCID: PMC10327141 DOI: 10.1186/s12984-023-01211-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 06/30/2023] [Indexed: 07/09/2023] Open
Abstract
BACKGROUND Studies using functional near-infrared spectroscopy (fNIRS) have shown that dual-task walking leads to greater prefrontal cortex (PFC) activation compared to the single-task walking task. However, evidence on age-related changes in PFC activity patterns is inconsistent. Therefore, this study aimed to explore the changes in the activation patterns of PFC subregions in different activation phases (early and late phases) during both single-task and dual-task walking in both older and younger adults. METHODS Overall, 20 older and 15 younger adults performed a walking task with and without a cognitive task. The activity of the PFC subregions in different phases (early and late phases) and task performance (gait and cognitive task) were evaluated using fNIRS and a gait analyzer. RESULTS The gait (slower speed and lower cadence) and cognitive performance (lower total response, correct response and accuracy rate, and higher error rate) of older adults was poorer during the dual task than that of younger adults. Right dorsolateral PFC activity in the early period in older adults was higher than that in younger adults, which declined precipitously during the late period. Conversely, the activity level of the right orbitofrontal cortex in the dual-task for older adults was lower than for younger adults. CONCLUSIONS These altered PFC subregion-specific activation patterns in older adults would indicate a decline in dual-task performance with aging.
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Affiliation(s)
- Chang Yoon Baek
- Department of Physical Therapy and School of Health and Environmental Science, College of Health Science, Korea University, Seoul, South Korea
- Department of Rehabilitation Medicine, National Health Insurance Ilsan Hospital, 100 Ilsan-Ro, Ilsandong-Gu, Goyang-Si, Gyeonggi-do 10444 South Korea
| | - Hyeong Dong Kim
- Department of Physical Therapy and School of Health and Environmental Science, College of Health Science, Korea University, Seoul, South Korea
| | - Dong Yup Yoo
- Department of Rehabilitation Medicine, National Health Insurance Ilsan Hospital, 100 Ilsan-Ro, Ilsandong-Gu, Goyang-Si, Gyeonggi-do 10444 South Korea
| | - Kyoung Yee Kang
- Department of Rehabilitation Medicine, National Health Insurance Ilsan Hospital, 100 Ilsan-Ro, Ilsandong-Gu, Goyang-Si, Gyeonggi-do 10444 South Korea
| | - Jang Woo Lee
- Department of Rehabilitation Medicine, National Health Insurance Ilsan Hospital, 100 Ilsan-Ro, Ilsandong-Gu, Goyang-Si, Gyeonggi-do 10444 South Korea
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Mahesan D, Antonenko D, Flöel A, Fischer R. Modulation of the executive control network by anodal tDCS over the left dorsolateral prefrontal cortex improves task shielding in dual tasking. Sci Rep 2023; 13:6177. [PMID: 37061588 PMCID: PMC10105771 DOI: 10.1038/s41598-023-33057-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 04/06/2023] [Indexed: 04/17/2023] Open
Abstract
Task shielding is an important executive control demand in dual-task performance enabling the segregation of stimulus-response translation processes in each task to minimize between-task interference. Although neuroimaging studies have shown activity in left dorsolateral prefrontal cortex (dlPFC) during various multitasking performances, the specific role of dlPFC in task shielding, and whether non-invasive brain stimulation (NIBS) may facilitate task shielding remains unclear. We therefore applied a single-blind, crossover sham-controlled design in which 34 participants performed a dual-task experiment with either anodal transcranial direct current stimulation (atDCS, 1 mA, 20 min) or sham tDCS (1 mA, 30 s) over left dlPFC. Task shielding was assessed by the backward-crosstalk effect, indicating the extent of between-task interference in dual tasks. Between-task interference was largest at high temporal overlap between tasks, i.e., at short stimulus onset asynchrony (SOA). Most importantly, in these conditions of highest multitasking demands, atDCS compared to sham stimulation significantly reduced between-task interference in error rates. These findings extend previous neuroimaging evidence and support modulation of successful task shielding through a conventional tDCS setup with anodal electrode over the left dlPFC. Moreover, our results demonstrate that NIBS can improve shielding of the prioritized task processing, especially in conditions of highest vulnerability to between-task interference.
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Affiliation(s)
- Devu Mahesan
- Department of Psychology, University of Greifswald, Franz-Mehring-Strasse 47, 17489, Greifswald, Germany.
| | - Daria Antonenko
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Agnes Flöel
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
- German Centre for Neurodegenerative Diseases (DZNE) Standort Greifswald, Greifswald, Germany
| | - Rico Fischer
- Department of Psychology, University of Greifswald, Franz-Mehring-Strasse 47, 17489, Greifswald, Germany
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Taranikanti M, Mudunuru AK, Gaur A, Kauser A, Taranikanti SS, Umesh M, Ganji V, Medala K, Katta R, Sakthivadivel V, Dronamraju A, Guntuka RK. Channeling of Brain Towards Engaging Sensorimotor Tasks for Inducing Hedonic Pleasure to Alleviate Blood Pressure in Hypertension. Ann Neurosci 2023; 30:109-118. [PMID: 37706100 PMCID: PMC10496792 DOI: 10.1177/09727531221135999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 10/11/2022] [Indexed: 09/15/2023] Open
Abstract
Background Hypertension is a modifiable risk factor for cardiovascular disease and is responsible for major deaths due to stroke and coronary heart disease. Several pharmacological and non-pharmacological interventions for reducing blood pressure have been tried earlier. Modulating brain regions such as prefrontal cortex (PFC) to channelize activities is an effective tool to target blood pressure. Purpose Prefrontal cortex (PFC) exerts inhibitory control over sympathoexcitatory circuits, which was explored using a novel reaction time paradigm. Methods Thirty participants of both genders in the age group 40-70 years with established hypertension were included. A structured reaction time paradigm was designed to include psychomotor and visuomotor elements with integrated sensory attention and motor performance tasks. Blood pressure, Lead II ECG, and EEG from F3 and F4 were recorded. A paired t-test was used to examine the variations in these parameters across tasks. Results A significant reduction in mean arterial pressure by 4.04 mmHg (p = .0232) during the visuomotor task and a reduction of 3.38 mmHg during the auditory cue task (p = .0446) were observed. Analysis of the difference in heart rate has shown a profound decrease after passive listening tasks by 3.7 beats (p < .0001*). Spectral analysis from F3 and F4 shows high power in low-frequency zone of EEG indicating a relaxed state during auditory cues and passive listening. Conclusion The reaction time paradigm, when applied to hypertensives, helped decrease blood pressure and heart rate and improved the high frequency (HF) component of heart rate variability, indicating parasympathetic dominance. Such reward-oriented paradigms may act as biofeedback modules that cause hyperactivity of the PFC to suppress the sympathoexcitatory circuit with increased parasympathetic activity beneficial to hypertensive individuals.
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Affiliation(s)
- Madhuri Taranikanti
- Department of Physiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana, India
| | - Aswin Kumar Mudunuru
- Department of Physiology, ESIC Medical College and Hospital, Hyderabad, Telangana, India
| | - Archana Gaur
- Department of Physiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana, India
| | - Anzala Kauser
- Department of Physiology, ESIC Medical College and Hospital, Hyderabad, Telangana, India
| | | | - Madhusudhan Umesh
- Department of Physiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana, India
| | - Vidya Ganji
- Department of Physiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana, India
| | - Kalpana Medala
- Department of Physiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana, India
| | - Roja Katta
- Department of Physiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana, India
| | - Varatharajan Sakthivadivel
- Department of General Medicine, All India Institute of Medical Sciences, Bibinagar, Hyderabad, Telangana, India
| | - Akhila Dronamraju
- Department of Physiology, ESIC Medical College and Hospital, Hyderabad, Telangana, India
| | - Rohith Kumar Guntuka
- Department of Physiology, ESIC Medical College and Hospital, Hyderabad, Telangana, India
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Hu Y, Liu T, Song S, Qin K, Chan W. The specific brain activity of dual task coordination: a theoretical conflict-control model based on a qualitative and quantitative review. JOURNAL OF COGNITIVE PSYCHOLOGY 2022. [DOI: 10.1080/20445911.2022.2143788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Yue Hu
- Department of Psychology, The Chinese University of Hong Kong, Hong Kong, People’s Republic of China
| | - Tianliang Liu
- Department of Psychology, The Southwest University, Chongqing, People’s Republic of China
| | - Sensen Song
- Department of Psychology, School of Humanities, Tongji University, Shanghai, People’s Republic of China
| | - Kaiyang Qin
- Social, Health & Organizational Psychology, Utrecht University, Utrecht, Netherlands
| | - Wai Chan
- Department of Psychology, The Chinese University of Hong Kong, Hong Kong, People’s Republic of China
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Liu YC, Yang YR, Yeh NC, Ku PH, Lu CF, Wang RY. Multiarea Brain Activation and Gait Deterioration During a Cognitive and Motor Dual Task in Individuals With Parkinson Disease. J Neurol Phys Ther 2022; 46:260-269. [PMID: 35404916 DOI: 10.1097/npt.0000000000000402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND AND PURPOSE In people with Parkinson disease (PD), gait performance deteriorating during dual-task walking has been noted in previous studies. However, the effects of different types of dual tasks on gait performance and brain activation are still unknown. The purpose of this study was to investigate cognitive and motor dual-task walking performance on multiarea brain activity in individuals with PD. METHODS Twenty-eight participants with PD were recruited and performed single walking (SW), walking while performing a cognitive task (WCT), and walking while performing a motor task (WMT) at their self-selected speed. Gait performance including walking speed, stride length, stride time, swing cycle, temporal and spatial variability, and dual-task cost (DTC) was recorded. Brain activation of the prefrontal cortex (PFC), premotor cortex (PMC), and supplementary motor areas (SMA) were measured using functional near-infrared spectroscopy during walking. RESULTS Walking performance deteriorated upon performing a secondary task, especially the cognitive task. Also, a higher and more sustained activation in the PMC and SMA during WCT, as compared with the WMT and SW, in the late phase of walking was found. During WMT, however, the SMA and PMC did not show increased activation compared with during SW. Moreover, gait performance was negatively correlated with PMC and SMA activity during different walking tasks. DISCUSSION AND CONCLUSIONS Individuals with mild to moderate PD demonstrated gait deterioration during dual-task walking, especially during WCT. The SMA and PMC were further activated in individuals with PD when performing cognitive dual-task walking.Supplemental Digital Content is Available in the Text.Video Abstract available for more insights from the authors (see the Video, Supplemental Digital Content 1, available at: http://links.lww.com/JNPT/A383 ).
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Affiliation(s)
- Yan-Ci Liu
- School and Graduate Institute of Physical Therapy, College of Medicine, National Taiwan University, Taipei, Taiwan (Y.C.L.); and Departments of Physical Therapy and Assistive Technology (Y.R.Y., N.C.Y., P.H.K., R.Y.W.) and Biomedical Imaging and Radiological science (C.F.L.), National Yang Ming Chiao Tung University, Taipei, Taiwan
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Irie S, Watanabe Y, Tachibana A, Sakata N. Mental arithmetic modulates temporal variabilities of finger-tapping tasks in a tempo-dependent manner. PeerJ 2022; 10:e13944. [PMID: 36042862 PMCID: PMC9420403 DOI: 10.7717/peerj.13944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 08/03/2022] [Indexed: 01/19/2023] Open
Abstract
Background Several psychiatric diseases impair temporal processing. Temporal processing is thought to be based on two domains: supra-second intervals and sub-second intervals. Studies show that temporal processing in sub-second intervals is mainly an automated process. However, the brain functions involved in temporal processing at each time scale remain unclear. We hypothesized that temporal processing in supra-second intervals requires several brain areas, such as the ventrolateral prefrontal cortex, intraparietal sulcus (IPS), and inferior parietal lobe, corresponding to various cognitions in a time scale-dependent manner. We focused on a dual-task paradigm (DTP) involving simultaneous performance of cognitive and motor tasks, which is an effective method for screening psychomotor functions; we then designed a DTP comprising finger tapping at various tempi as the temporal processing task and two cognitive tasks (mental arithmetic and reading) that might affect temporal processing. We hoped to determine whether task-dependent interferences on temporal processing in supra-second intervals differed depending on the cognitive tasks involved. Methods The study included 30 participants with no history of neuromuscular disorders. Participants were asked to perform a DTP involving right index finger tapping at varying tempi (0.33, 0.5, 1, 2, 3, and 4 s inter-tapping intervals). Cognitive tasks comprised mental arithmetic (MA) involving three-digit addition, mental reading (MR) of three- to four-digit numbers, and a control (CTL) task without any cognitive loading. For comparison between tasks, we calculated the SDs of the inter-tapping intervals. Participants' MA abilities in the three-digit addition task were evaluated. Results The MA and MR tasks significantly increased the SDs of the inter-tapping intervals compared to those of the CTL task in 2-3 s and 3-4 s for the MA and MR tasks, respectively. Furthermore, SD peaks in the finger-tapping tasks involving MA were normalized by those in the CTL task, which were moderately correlated with the participants' MA ability (r = 0.462, P = 0.010). Discussion Our results established that DTP involving the temporal coordination of finger-tapping and cognitive tasks increased temporal variability in a task- and tempo-dependent manner. Based on the behavioral aspects, we believe that these modulations of temporal variability might result from the interaction between finger function, arithmetic processing, and temporal processing, especially during the "pre-semantic period". Our findings may help in understanding the temporal processing deficits in various disorders such as dementia, Parkinson's disease, and autism.
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Affiliation(s)
- Shun Irie
- Division for Smart Healthcare Research, Dokkyo Medical University, Mibu-machi, Tochigi, Japan
| | - Yoshiteru Watanabe
- Major of Physical Therapy, Department of Rehabilitation, School of Health Sciences, Tokyo University of Technology, Ota-ku, Tokyo, Japan
| | - Atsumichi Tachibana
- Department of Anatomy, Dokkyo Medical University, Mibu-machi, Tochigi, Japan
| | - Nobuhiro Sakata
- Division for Smart Healthcare Research, Dokkyo Medical University, Mibu-machi, Tochigi, Japan,Center for Information & Communication Technology, Dokkyo Medical University, Mibu-machi, Tochigi, Japan
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Surkar SM, Hoffman RM, Harbourne R, Kurz MJ. Cognitive-Motor Interference Heightens the Prefrontal Cortical Activation and Deteriorates the Task Performance in Children With Hemiplegic Cerebral Palsy. Arch Phys Med Rehabil 2020; 102:225-232. [PMID: 32976843 DOI: 10.1016/j.apmr.2020.08.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 08/07/2020] [Indexed: 01/19/2023]
Abstract
OBJECTIVE To compare the prefrontal cortex (PFC) activation and task performance during single- and dual-task conditions between typically developing (TD) children and children with hemiplegic cerebral palsy (HCP). DESIGN A prospective, comparative design. SETTING Research laboratory. PARTICIPANTS Participants (N=21) included 12 TD children (age, 6.0±1.1y) and 9 children with HCP (age, 7.2±3.1). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES PFC activation was assessed by measuring the concentration of oxygenated hemoglobin while the children performed a shape-matching task with their more affected arm while sitting on a stable (single task) vs dynamic surface (dual task). The task performance was assessed with the total number of shapes matched, dual-task cost, and reaction time (RT). RESULTS For both conditions, the children with HCP exhibited greater PFC activation, matched a fewer shapes, and had slower RT than the TD children. These differences were accentuated during the dual-task condition and the dual-task cost was greater. An increase in the PFC activation during the dual-task condition was tightly correlated with a higher dual-task cost in children with HCP (r=0.77, P=.01). CONCLUSIONS Children with HCP appear to have a heightened amount of PFC activity while performing a dual task. The greater cortical activity may be a result of the finite attentional resources that are shared between both the motor as well as cognitive demands of the task. The cognitive-motor interference is likely exacerbated in children with HCP because of the structural and functional brain changes as a result of an insult to the developing brain.
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Affiliation(s)
- Swati M Surkar
- Department of Physical Therapy, East Carolina University, Greenville, North Carolina; Department of Physical Therapy, Munroe Meyer Institute of Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska
| | - Rashelle M Hoffman
- Department of Physical Therapy, Munroe Meyer Institute of Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska
| | - Regina Harbourne
- Department of Physical Therapy John G. Rangos School of Health Sciences, Duquesne University, Pittsburgh, Pennsylvania
| | - Max J Kurz
- Department of Physical Therapy, Munroe Meyer Institute of Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, Nebraska; Cognitive Neuroscience of Development & Aging (CoNDA) Center, University of Nebraska Medical Center, Omaha, Nebraska.
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Using the Delis–Kaplan Executive Function System Tower Test to Examine ADHD Sensitivity in Children: Expanding Analysis Beyond the Summary Score. JOURNAL OF PEDIATRIC NEUROPSYCHOLOGY 2019. [DOI: 10.1007/s40817-019-00068-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Liu YC, Yang YR, Tsai YA, Wang RY, Lu CF. Brain Activation and Gait Alteration During Cognitive and Motor Dual Task Walking in Stroke—A Functional Near-Infrared Spectroscopy Study. IEEE Trans Neural Syst Rehabil Eng 2018; 26:2416-2423. [DOI: 10.1109/tnsre.2018.2878045] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Wang YK, Jung TP, Lin CT. Theta and Alpha Oscillations in Attentional Interaction during Distracted Driving. Front Behav Neurosci 2018; 12:3. [PMID: 29479310 PMCID: PMC5811509 DOI: 10.3389/fnbeh.2018.00003] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 01/09/2018] [Indexed: 11/25/2022] Open
Abstract
Performing multiple tasks simultaneously usually affects the behavioral performance as compared with executing the single task. Moreover, processing multiple tasks simultaneously often involve more cognitive demands. Two visual tasks, lane-keeping task and mental calculation, were utilized to assess the brain dynamics through 32-channel electroencephalogram (EEG) recorded from 14 participants. A 400-ms stimulus onset asynchrony (SOA) factor was used to induce distinct levels of attentional requirements. In the dual-task conditions, the deteriorated behavior reflected the divided attention and the overlapping brain resources used. The frontal, parietal and occipital components were decomposed by independent component analysis (ICA) algorithm. The event- and response-related theta and alpha oscillations in selected brain regions were investigated first. The increased theta oscillation in frontal component and decreased alpha oscillations in parietal and occipital components reflect the cognitive demands and attentional requirements as executing the designed tasks. Furthermore, time-varying interactive over-additive (O-Add), additive (Add) and under-additive (U-Add) activations were explored and summarized through the comparison between the summation of the elicited spectral perturbations in two single-task conditions and the spectral perturbations in the dual task. Add and U-Add activations were observed while executing the dual tasks. U-Add theta and alpha activations dominated the posterior region in dual-task situations. Our results show that both deteriorated behaviors and interactive brain activations should be comprehensively considered for evaluating workload or attentional interaction precisely.
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Affiliation(s)
- Yu-Kai Wang
- Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia
| | - Tzyy-Ping Jung
- Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California, San Diego, San Diego, CA, United States
| | - Chin-Teng Lin
- Centre for Artificial Intelligence, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia
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Prefrontal Cortex Structure Predicts Training-Induced Improvements in Multitasking Performance. J Neurosci 2016; 36:2638-45. [PMID: 26937005 DOI: 10.1523/jneurosci.3410-15.2016] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
UNLABELLED The ability to perform multiple, concurrent tasks efficiently is a much-desired cognitive skill, but one that remains elusive due to the brain's inherent information-processing limitations. Multitasking performance can, however, be greatly improved through cognitive training (Van Selst et al., 1999, Dux et al., 2009). Previous studies have examined how patterns of brain activity change following training (for review, see Kelly and Garavan, 2005). Here, in a large-scale human behavioral and imaging study of 100 healthy adults, we tested whether multitasking training benefits, assessed using a standard dual-task paradigm, are associated with variability in brain structure. We found that the volume of the rostral part of the left dorsolateral prefrontal cortex (DLPFC) predicted an individual's response to training. Critically, this association was observed exclusively in a task-specific training group, and not in an active-training control group. Our findings reveal a link between DLPFC structure and an individual's propensity to gain from training on a task that taps the limits of cognitive control. SIGNIFICANCE STATEMENT Cognitive "brain" training is a rapidly growing, multibillion dollar industry (Hayden, 2012) that has been touted as the panacea for a variety of disorders that result in cognitive decline. A key process targeted by such training is "cognitive control." Here, we combined an established cognitive control measure, multitasking ability, with structural brain imaging in a sample of 100 participants. Our goal was to determine whether individual differences in brain structure predict the extent to which people derive measurable benefits from a cognitive training regime. Ours is the first study to identify a structural brain marker-volume of left hemisphere dorsolateral prefrontal cortex-associated with the magnitude of multitasking performance benefits induced by training at an individual level.
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Sacco K, Galetto V, Dimitri D, Geda E, Perotti F, Zettin M, Geminiani GC. Concomitant Use of Transcranial Direct Current Stimulation and Computer-Assisted Training for the Rehabilitation of Attention in Traumatic Brain Injured Patients: Behavioral and Neuroimaging Results. Front Behav Neurosci 2016; 10:57. [PMID: 27065823 PMCID: PMC4814724 DOI: 10.3389/fnbeh.2016.00057] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2015] [Accepted: 03/09/2016] [Indexed: 02/04/2023] Open
Abstract
Divided attention (DA), the ability to distribute cognitive resources among two or more simultaneous tasks, may be severely compromised after traumatic brain injury (TBI), resulting in problems with numerous activities involved with daily living. So far, no research has investigated whether the use of non-invasive brain stimulation associated with neuropsychological rehabilitation might contribute to the recovery of such cognitive function. The main purpose of this study was to assess the effectiveness of 10 transcranial direct current stimulation (tDCS) sessions combined with computer-assisted training; it also intended to explore the neural modifications induced by the treatment. Thirty-two patients with severe TBI participated in the study: 16 were part of the experimental group, and 16 part of the control group. The treatment included 20’ of tDCS, administered twice a day for 5 days. The electrodes were placed on the dorso-lateral prefrontal cortex. Their location varied across patients and it depended on each participant’s specific area of damage. The control group received sham tDCS. After each tDCS session, the patient received computer-assisted cognitive training on DA for 40’. The results showed that the experimental group significantly improved in DA performance between pre- and post-treatment, showing faster reaction times (RTs), and fewer omissions. No improvement was detected between the baseline assessment (i.e., 1 month before treatment) and the pre-training assessment, or within the control group. Functional magnetic resonance imaging (fMRI) data, obtained on the experimental group during a DA task, showed post-treatment lower cerebral activations in the right superior temporal gyrus (BA 42), right and left middle frontal gyrus (BA 6), right postcentral gyrus (BA 3) and left inferior frontal gyrus (BA 9). We interpreted such neural changes as normalization of previously abnormal hyperactivations.
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Affiliation(s)
- Katiuscia Sacco
- Imaging and Cerebral Plasticity Research Group, Department of Psychology, University of TurinTurin, Italy; Neuroscience Institute of Turin, University of TurinTurin, Italy
| | - Valentina Galetto
- Imaging and Cerebral Plasticity Research Group, Department of Psychology, University of TurinTurin, Italy; Centro PuzzleTurin, Italy
| | - Danilo Dimitri
- Imaging and Cerebral Plasticity Research Group, Department of Psychology, University of TurinTurin, Italy; Centro PuzzleTurin, Italy
| | - Elisabetta Geda
- Imaging and Cerebral Plasticity Research Group, Department of Psychology, University of Turin Turin, Italy
| | - Francesca Perotti
- Imaging and Cerebral Plasticity Research Group, Department of Psychology, University of Turin Turin, Italy
| | - Marina Zettin
- Imaging and Cerebral Plasticity Research Group, Department of Psychology, University of TurinTurin, Italy; Centro PuzzleTurin, Italy
| | - Giuliano C Geminiani
- Imaging and Cerebral Plasticity Research Group, Department of Psychology, University of TurinTurin, Italy; Neuroscience Institute of Turin, University of TurinTurin, Italy
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Abstract
Fatigue is a frequent symptom in several inflammatory diseases, particularly in rheumatic diseases. Elements of disease activity and cognitive and behavior aspects have been reported as causes of fatigue in patients with rheumatoid arthritis. Fatigue could be associated with activity of inflammatory rheumatism. Indeed, biologic agents targeting inflammatory cytokines are effective in fatigue. Fatigue is also associated with pain and depressive symptoms. Different pathways could be involved in fatigue and interact: the immune system with increased levels of pro-inflammatory cytokines (interleukin-1 and -6 and tumor necrosis factor alpha), dysregulation of the hypothalamic-pituitary-adrenal axis and neurological phenomena involving the central and autonomic nervous systems. A pro-inflammatory process could be involved in pain and behavioral symptoms. Inflammation could be a common link between fatigue, pain, and depression.
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Affiliation(s)
- Karine Louati
- Department of Rheumatology, Assistance Publique-Hôpitaux de Paris (AP-HP), Saint-Antoine Hospital, F-75012, Paris, France.,Inflammation-Immunopathology-Biotherapy Department (DHU i2B), Pierre & Marie Curie University Paris 06 - INSERM UMR_S 938, Paris, France
| | - Francis Berenbaum
- Department of Rheumatology, Assistance Publique-Hôpitaux de Paris (AP-HP), Saint-Antoine Hospital, F-75012, Paris, France. .,Inflammation-Immunopathology-Biotherapy Department (DHU i2B), Pierre & Marie Curie University Paris 06 - INSERM UMR_S 938, Paris, France.
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15
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Hsu WY, Zanto TP, Anguera JA, Lin YY, Gazzaley A. Delayed enhancement of multitasking performance: Effects of anodal transcranial direct current stimulation on the prefrontal cortex. Cortex 2015; 69:175-85. [PMID: 26073148 DOI: 10.1016/j.cortex.2015.05.014] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Revised: 01/17/2015] [Accepted: 05/12/2015] [Indexed: 12/23/2022]
Abstract
BACKGROUND The dorsolateral prefrontal cortex (DLPFC) has been proposed to play an important role in neural processes that underlie multitasking performance. However, this claim is underexplored in terms of direct causal evidence. OBJECTIVE The current study aimed to delineate the causal involvement of the DLPFC during multitasking by modulating neural activity with transcranial direct current stimulation (tDCS) prior to engagement in a demanding multitasking paradigm. METHODS The study is a single-blind, crossover, sham-controlled experiment. Anodal tDCS or sham tDCS was applied over left DLPFC in forty-one healthy young adults (aged 18-35 years) immediately before they engaged in a 3-D video game designed to assess multitasking performance. Participants were separated into three subgroups: real-sham (i.e., real tDCS in the first session, followed by sham tDCS in the second session 1 h later), sham-real (sham tDCS first session, real tDCS second session), and sham-sham (sham tDCS in both sessions). RESULTS The real-sham group showed enhanced multitasking performance and decreased multitasking cost during the second session, compared to first session, suggesting delayed cognitive benefits of tDCS. Interestingly, performance benefits were observed only for multitasking and not on a single-task version of the game. No significant changes were found between the first and second sessions for either the sham-real or the sham-sham groups. CONCLUSIONS These results suggest a causal role of left prefrontal cortex in facilitating the simultaneous performance of more than one task, or multitasking. Moreover, these findings reveal that anodal tDCS may have delayed benefits that reflect an enhanced rate of learning.
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Affiliation(s)
- Wan-Yu Hsu
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA; Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan; Laboratory of Neurophysiology, Taipei Veterans General Hospital, Taipei, Taiwan; Integrated Brain Research Laboratory, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Theodore P Zanto
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Joaquin A Anguera
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Yung-Yang Lin
- Institute of Brain Science, National Yang-Ming University, Taipei, Taiwan; Department of Neurology, National Yang-Ming University, Taipei, Taiwan; Institute of Physiology, National Yang-Ming University, Taipei, Taiwan; Institute of Clinical Medicine, National Yang-Ming University, Taipei, Taiwan; Laboratory of Neurophysiology, Taipei Veterans General Hospital, Taipei, Taiwan; Integrated Brain Research Laboratory, Taipei Veterans General Hospital, Taipei, Taiwan; Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Adam Gazzaley
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA; Departments of Physiology and Psychiatry, University of California, San Francisco, San Francisco, California, USA.
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16
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Lin KC, Wu YF, Chen IC, Tsai PL, Wu CY, Chen CL. Dual-Task Performance Involving Hand Dexterity and Cognitive Tasks and Daily Functioning in People With Schizophrenia: A Pilot Study. Am J Occup Ther 2015; 69:6903250020p1-7. [DOI: 10.5014/ajot.2014.014738] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Abstract
OBJECTIVE. This study investigated separate and concurrent performance on cognitive and hand dexterity tasks and the relationship to daily functioning in 16 people with schizophrenia and 16 healthy control participants.
METHOD. Participants performed the Purdue Pegboard Test and the Serial Seven Subtraction Test under single- and dual-task conditions and completed two daily functioning evaluations.
RESULTS. The hand dexterity of all participants declined in the dual-task condition, but the discrepancy between single-task and dual-task hand dexterity was greater in the schizophrenia group than in the control group (p < .03, d > .70, for all). The extent of discrepancy in hand dexterity was negatively correlated with daily functioning in the schizophrenia group (rs = −.3 to −.5, ps = .04–.26).
CONCLUSION. Ability to perform dual tasks may be an indicator of daily functioning in people with schizophrenia. Use of dual-task training may be considered as a therapeutic activity with these clients.
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Affiliation(s)
- Keh-chung Lin
- Keh-chung Lin, ScD, is Professor, School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei
| | - Yi-fang Wu
- Yi-fang Wu, MS, is Occupational Therapist, Department of Psychiatry, National Taiwan University Hospital, Taipei
| | - I-chen Chen
- I-chen Chen, MS, is Research Assistant, School of Occupational Therapy, College of Medicine, National Taiwan University, Taipei
| | - Pei-luen Tsai
- Pei-luen Tsai, PhD, is Associate Professor, Department of Occupational Therapy, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ching-yi Wu
- Ching-yi Wu, ScD, is Professor and Chair, Department of Occupational Therapy, College of Medicine, Chang Gung University, Tao-Yuan County, Taiwan;
| | - Chia-ling Chen
- Chia-ling Chen, PhD, is Professor, Department of Physical Medicine and Rehabilitation, Chang Gung Memorial Hospital, Tao-Yuan County, Taiwan
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Mizuno K, Tajima K, Watanabe Y, Kuratsune H. Fatigue correlates with the decrease in parasympathetic sinus modulation induced by a cognitive challenge. Behav Brain Funct 2014; 10:25. [PMID: 25069864 PMCID: PMC4123830 DOI: 10.1186/1744-9081-10-25] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2014] [Accepted: 07/15/2014] [Indexed: 12/30/2022] Open
Abstract
Background It is known that enhancement of sympathetic nerve activity based on a decrease in parasympathetic nerve activity is associated with fatigue induced by mental tasks lasting more than 30 min. However, to measure autonomic nerve function and assess fatigue levels in both clinical and industrial settings, shorter experimental durations and more sensitive measurement methods are needed. The aim of the present study was to establish an improved method for inducing fatigue and evaluating the association between it and autonomic nerve activity. Methods Twenty-eight healthy female college students participated in the study. We used a kana pick-out test (KPT) as a brief verbal cognitive task and recorded electrocardiography (ECG) to measure autonomic nerve activity. The experimental design consisted of a 16-min period of ECG: A pre-task resting state with eyes open for 3 min and eyes closed for 3 min, the 4-min KPT, and a post-task resting state with eyes open for 3 min and eyes closed for 3 min. Results Baseline fatigue sensation, measured by a visual analogue scale before the experiment, was associated with the decrease in parasympathetic sinus modulation, as indicated the by ratio of low-frequency component power (LF) to high-frequency component power (HF), during the KPT. The LF/HF ratio during the post-KPT rest with eyes open tended to be greater than the ratio during the KPT and correlated with fatigue sensation. Fatigue sensation was correlated negatively with log-transformed HF, which is an index of parasympathetic sinus modulation, during the post-KPT rest with eyes open. Conclusions The methods described here are useful for assessing the association between fatigue sensation and autonomic nerve activity using a brief cognitive test in healthy females.
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Affiliation(s)
- Kei Mizuno
- Pathophysiological and Health Science Team, RIKEN Center for Life Science Technologies, 6-7-3 Minatojima-minamimachi, Chuo-ku, Kobe, Hyogo 650-0047, Japan.
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Takeuchi H, Taki Y, Nouchi R, Hashizume H, Sekiguchi A, Kotozaki Y, Nakagawa S, Miyauchi CM, Sassa Y, Kawashima R. Effects of multitasking-training on gray matter structure and resting state neural mechanisms. Hum Brain Mapp 2013; 35:3646-60. [PMID: 24343872 PMCID: PMC4216411 DOI: 10.1002/hbm.22427] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Revised: 10/06/2013] [Accepted: 11/01/2013] [Indexed: 11/29/2022] Open
Abstract
Multitasking (MT) constitutes engaging in two or more cognitive activities at the same time. MT‐training improves performance on untrained MT tasks and alters the functional activity of the brain during MT. However, the effects of MT‐training on neural mechanisms beyond MT‐related functions are not known. We investigated the effects of 4 weeks of MT‐training on regional gray matter volume (rGMV) and functional connectivity during rest (resting‐FC) in young human adults. MT‐training was associated with increased rGMV in three prefrontal cortical regions (left lateral rostral prefrontal cortex (PFC), dorsolateral PFC (DLPFC), and left inferior frontal junction), the left posterior parietal cortex, and the left temporal and lateral occipital areas as well as decreased resting‐FC between the right DLPFC and an anatomical cluster around the ventral anterior cingulate cortex (ACC). Our findings suggest that participation in MT‐training is as a whole associated with task‐irrelevant plasticity (i.e., neural changes are not limited to certain specific task conditions) in regions and the network that are assumed to play roles in MT as well as diverse higher‐order cognitive functions. We could not dissociate the effects of each task component and the diverse cognitive processes involved in MT because of the nature of the study, and these remain to be investigated. Hum Brain Mapp 35:3646–3660, 2014. © 2013 The Authors. Human Brain Mapping Published by Wiley Periodicals, Inc.
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Affiliation(s)
- Hikaru Takeuchi
- Smart Ageing International Research Center, Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
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Mandrick K, Derosiere G, Dray G, Coulon D, Micallef JP, Perrey S. Prefrontal cortex activity during motor tasks with additional mental load requiring attentional demand: A near-infrared spectroscopy study. Neurosci Res 2013; 76:156-62. [DOI: 10.1016/j.neures.2013.04.006] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 03/29/2013] [Accepted: 04/23/2013] [Indexed: 10/26/2022]
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