101
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Kamran MA, Mannann MMN, Jeong MY. Differential Path-Length Factor's Effect on the Characterization of Brain's Hemodynamic Response Function: A Functional Near-Infrared Study. Front Neuroinform 2018; 12:37. [PMID: 29973875 PMCID: PMC6019851 DOI: 10.3389/fninf.2018.00037] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 05/30/2018] [Indexed: 11/14/2022] Open
Abstract
Functional near-infrared spectroscopy (fNIRS) has evolved as a neuro-imaging modality over the course of the past two decades. The removal of superfluous information accompanying the optical signal, however, remains a challenge. A comprehensive analysis of each step is necessary to ensure the extraction of actual information from measured fNIRS waveforms. A slight change in shape could alter the features required for fNIRS-BCI applications. In the present study, the effect of the differential path-length factor (DPF) values on the characteristics of the hemodynamic response function (HRF) was investigated. Results were compiled for both simulated data sets and healthy human subjects over a range of DPF values from three to eight. Different sets of activation durations and stimuli were used to generate the simulated signals for further analysis. These signals were split into optical densities under a constrained environment utilizing known values of DPF. Later, different values of DPF were used to analyze the variations of actual HRF. The results, as summarized into four categories, suggest that the DPF can change the main and post-stimuli responses in addition to other interferences. Six healthy subjects participated in this study. Their observed optical brain time-series were fed into an iterative optimization problem in order to estimate the best possible fit of HRF and physiological noises present in the measured signals with free parameters. A series of solutions was derived for different values of DPF in order to analyze the variations of HRF. It was observed that DPF change is responsible for HRF creep from actual values as well as changes in HRF characteristics.
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Affiliation(s)
- Muhammad A Kamran
- Department of Cogno-Mechatronics Engineering, Pusan National University, Busan, South Korea
| | - Malik M N Mannann
- Department of Cogno-Mechatronics Engineering, Pusan National University, Busan, South Korea
| | - Myung Yung Jeong
- Department of Cogno-Mechatronics Engineering, Pusan National University, Busan, South Korea
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102
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Hocke LM, Oni IK, Duszynski CC, Corrigan AV, Frederick BD, Dunn JF. Automated Processing of fNIRS Data-A Visual Guide to the Pitfalls and Consequences. ALGORITHMS 2018; 11. [PMID: 30906511 PMCID: PMC6428450 DOI: 10.3390/a11050067] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
With the rapid increase in new fNIRS users employing commercial software, there is a concern that many studies are biased by suboptimal processing methods. The purpose of this study is to provide a visual reference showing the effects of different processing methods, to help inform researchers in setting up and evaluating a processing pipeline. We show the significant impact of pre- and post-processing choices and stress again how important it is to combine data from both hemoglobin species in order to make accurate inferences about the activation site.
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Affiliation(s)
- Lia M Hocke
- Experimental Imaging Lab, Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4Z6, Canada; (I.K.O.); (C.C.D.); (A.V.C.); (J.F.D.)
- McLean Imaging Center, McLean Hospital, Belmont, MA 02478, USA;
- Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA
| | - Ibukunoluwa K Oni
- Experimental Imaging Lab, Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4Z6, Canada; (I.K.O.); (C.C.D.); (A.V.C.); (J.F.D.)
| | - Chris C Duszynski
- Experimental Imaging Lab, Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4Z6, Canada; (I.K.O.); (C.C.D.); (A.V.C.); (J.F.D.)
| | - Alex V Corrigan
- Experimental Imaging Lab, Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4Z6, Canada; (I.K.O.); (C.C.D.); (A.V.C.); (J.F.D.)
| | - Blaise deB Frederick
- McLean Imaging Center, McLean Hospital, Belmont, MA 02478, USA;
- Department of Psychiatry, Harvard Medical School, Boston, MA 02115, USA
| | - Jeff F Dunn
- Experimental Imaging Lab, Cumming School of Medicine, Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4Z6, Canada; (I.K.O.); (C.C.D.); (A.V.C.); (J.F.D.)
- Alberta Children's Hospital Research Institute, Calgary, AB T3B 6A8, Canada
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103
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Different Hemodynamic Responses of the Primary Motor Cortex Accompanying Eccentric and Concentric Movements: A Functional NIRS Study. Brain Sci 2018; 8:brainsci8050075. [PMID: 29695123 PMCID: PMC5977066 DOI: 10.3390/brainsci8050075] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2018] [Revised: 04/13/2018] [Accepted: 04/20/2018] [Indexed: 11/17/2022] Open
Abstract
The literature contains limited evidence on how our brains control eccentric movement. A higher activation is expected in the contralateral motor cortex (M1) but consensus has not yet been reached. Therefore, the present study aimed to compare patterns of M1 activation between eccentric and concentric movements. Nine healthy participants performed in a randomized order three sets of five repetitions of eccentric or concentric movement with the dominant elbow flexors over a range of motion of 60° at two velocities (30°/s and 60°/s). The tests were carried out using a Biodex isokinetic dynamometer with the forearm supported in the horizontal plane. The peak torque values were not significantly different between concentric and eccentric movements (p = 0.42). Hemodynamic responses of the contralateral and ipsilateral M1 were measured with a near-infrared spectroscopy system (Oxymon MkIII, Artinis). A higher contralateral M1 activity was found during eccentric movements (p = 0.04, η² = 0.47) and at the velocity of 30°/s (p = 0.039, η² = 0.48). These preliminary findings indicate a specific control mechanism in the contralateral M1 to produce eccentric muscle actions at the angular velocities investigated, although the role of other brain areas in the motor control network cannot be excluded.
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104
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Gao C, Sun J, Yang X, Gong H. Gender differences in brain networks during verbal Sternberg tasks: A simultaneous near-infrared spectroscopy and electro-encephalography study. JOURNAL OF BIOPHOTONICS 2018; 11:e201700120. [PMID: 28921863 DOI: 10.1002/jbio.201700120] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Revised: 09/04/2017] [Accepted: 09/08/2017] [Indexed: 06/07/2023]
Abstract
Gender differences in psychological processes have been of great interest in a variety of fields including verbal fluency, emotion processing and working memory. Previous studies suggested that women outperform men in verbal working memory (VWM). However, the inherent mechanisms are still unclear. To obtain a deeper insight into the gender differences in brain networks in VWM, this study used near-infrared spectroscopy (NIRS) and electro-encephalography (EEG) simultaneously to investigate gender-related brain networks during verbal Sternberg tasks. NIRS results confirmed that women surpass men in VWM from the perspective of both brain activation and connectivity. Results of EEG (effective connectivity and event-related spectral power) showed that men tend to use a more visuospatial strategy to encode memory. In addition, novel analysis methods of brain networks can provide useful information about the gender specifics of brain functions. Gender-related pseudo-color maps constructed from all channels of average HbO2 activity during low- and high-load tasks (from 0 to 6 seconds after beginning).
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Affiliation(s)
- Chenyang Gao
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, P. R. China
- Key Laboratory of Biomedical Photonics of Ministry of Education, Huazhong University of Science and technology, Wuhan, P. R. China
| | - Jinyan Sun
- Department of Biomedical Engineering, Guangdong Medical University, Dongguan, P. R. China
| | - Xiaoquan Yang
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, P. R. China
- Key Laboratory of Biomedical Photonics of Ministry of Education, Huazhong University of Science and technology, Wuhan, P. R. China
| | - Hui Gong
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, P. R. China
- Key Laboratory of Biomedical Photonics of Ministry of Education, Huazhong University of Science and technology, Wuhan, P. R. China
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105
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Delgado-Mederos R, Gregori-Pla C, Zirak P, Blanco I, Dinia L, Marín R, Durduran T, Martí-Fàbregas J. Transcranial diffuse optical assessment of the microvascular reperfusion after thrombolysis for acute ischemic stroke. BIOMEDICAL OPTICS EXPRESS 2018; 9:1262-1271. [PMID: 29541519 PMCID: PMC5846529 DOI: 10.1364/boe.9.001262] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Revised: 01/28/2018] [Accepted: 01/29/2018] [Indexed: 05/27/2023]
Abstract
In this pilot study, we have evaluated bedside diffuse optical monitoring combining diffuse correlation spectroscopy and near-infrared diffuse optical spectroscopy to assess the effect of thrombolysis with an intravenous recombinant tissue plasminogen activator (rtPA) on cerebral hemodynamics in an acute ischemic stroke. Frontal lobes of five patients with an acute middle cerebral artery occlusion were measured bilaterally during rtPA treatment. Both ipsilesional and contralesional hemispheres showed significant increases in cerebral blood flow, total hemoglobin concentration and oxy-hemoglobin concentration during the first 2.5 hours after rtPA bolus. The increases were faster and higher in the ipsilesional hemisphere. The results show that bedside optical monitoring can detect the effect of reperfusion therapy for ischemic stroke in real-time.
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Affiliation(s)
- Raquel Delgado-Mederos
- Department of Neurology, Hospital de la Santa Creu i Sant Pau, C. Sant Antoni M Claret 167, 08025, Barcelona, Spain
| | - Clara Gregori-Pla
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, Castelldefels (Barcelona), 08860, Spain
| | - Peyman Zirak
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, Castelldefels (Barcelona), 08860, Spain
| | - Igor Blanco
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, Castelldefels (Barcelona), 08860, Spain
| | - Lavinia Dinia
- Department of Neurology, Hospital de la Santa Creu i Sant Pau, C. Sant Antoni M Claret 167, 08025, Barcelona, Spain
| | - Rebeca Marín
- Department of Neurology, Hospital de la Santa Creu i Sant Pau, C. Sant Antoni M Claret 167, 08025, Barcelona, Spain
| | - Turgut Durduran
- ICFO-Institut de Ciències Fotòniques, The Barcelona Institute of Science and Technology, Av. Carl Friedrich Gauss 3, Castelldefels (Barcelona), 08860, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig de Lluís Companys 23, 08010, Barcelona, Spain
| | - Joan Martí-Fàbregas
- Department of Neurology, Hospital de la Santa Creu i Sant Pau, C. Sant Antoni M Claret 167, 08025, Barcelona, Spain
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106
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Lancia S, Cofini V, Carrieri M, Ferrari M, Quaresima V. Are ventrolateral and dorsolateral prefrontal cortices involved in the computerized Corsi block-tapping test execution? An fNIRS study. NEUROPHOTONICS 2018; 5:011019. [PMID: 29376100 PMCID: PMC5774174 DOI: 10.1117/1.nph.5.1.011019] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2017] [Accepted: 12/20/2017] [Indexed: 05/11/2023]
Abstract
The Corsi block-tapping test (CBT) is an old neuropsychological test that, requiring the storage and the reproduction of spatial locations, assesses spatial working memory (WM). Despite its wide use in clinical practice, the specific contribution of prefrontal cortex (PFC) subregions during CBT execution has not been clarified yet. Considering the importance of spatial WM in daily life and the well-known role of ventrolateral-PFC/dorsolateral-PFC (VLPFC/DLPFC) in WM processes, the present study was aimed at investigating, by a 20-channel functional near-infrared spectroscopy (fNIRS) system (including four short-separation channels), the hemodynamic response of the VLPFC/DLPFC during a computerized version of the CBT. Thirty-nine university students were asked to perform CBT standard version (CBTs), block-suppression CBT (CBTb), and control task (CBTc). A VLPFC activation during CBTs and a DLPFC activation during CBTb were hypothesized. The results of the Bayesian analysis have not shown a delineated specific activation of VLPFC/DLPFC during either CBTs or CBTb. These results together with the related ones obtained by others using fMRI are not sufficient to definitively state the role of the PFC subregions during CBT execution. The adoption of high-density diffuse optical tomography would be helpful in further exploration of the PFC involvement in spatial WM tasks.
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Affiliation(s)
- Stefania Lancia
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Vincenza Cofini
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Marika Carrieri
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Marco Ferrari
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
| | - Valentina Quaresima
- University of L’Aquila, Department of Life, Health and Environmental Sciences, L’Aquila, Italy
- Address all correspondence to: Valentina Quaresima, E-mail:
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107
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Zimeo Morais GA, Scholkmann F, Balardin JB, Furucho RA, de Paula RCV, Biazoli CE, Sato JR. Non-neuronal evoked and spontaneous hemodynamic changes in the anterior temporal region of the human head may lead to misinterpretations of functional near-infrared spectroscopy signals. NEUROPHOTONICS 2018; 5:011002. [PMID: 28840166 PMCID: PMC5566266 DOI: 10.1117/1.nph.5.1.011002] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 07/24/2017] [Indexed: 05/18/2023]
Abstract
Several functional near-infrared spectroscopy (fNIRS) studies report their findings based on changes of a single chromophore, usually concentration changes of oxygenated hemoglobin ([[Formula: see text]]) or deoxygenated hemoglobin (HHb). However, influence of physiological actions may differ depending on which element is considered and the assumption that the chosen measure correlates with the neural response of interest might not hold. By assessing the correlation between [[Formula: see text]] and [HHb] in task-evoked activity as well as resting-state data, we identified a spatial dependency of non-neuronal hemodynamic changes in the anterior temporal region of the human head. Our findings support the importance of reporting and discussing fNIRS outcomes obtained with both chromophores ([[Formula: see text]] and [HHb]), in particular, for studies concerning the anterior temporal region of the human head. This practice should help to achieve a physiologically correct interpretation of the results when no measurements with short-distance channels are available while employing continuous-wave fNIRS systems.
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Affiliation(s)
| | - Felix Scholkmann
- University of Zurich, University Hospital Zurich, Biomedical Optics Research Laboratory, Department of Neonatology, Zurich, Switzerland
| | - Joana Bisol Balardin
- Universidade Federal do ABC, Center for Mathematics Computing and Cognition, São Bernardo do Campo, Brazil
- Instituto do Cérebro, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Rogério Akira Furucho
- Universidade Federal do ABC, Center for Mathematics Computing and Cognition, São Bernardo do Campo, Brazil
| | | | - Claudinei Eduardo Biazoli
- Universidade Federal do ABC, Center for Mathematics Computing and Cognition, São Bernardo do Campo, Brazil
| | - João Ricardo Sato
- Universidade Federal do ABC, Center for Mathematics Computing and Cognition, São Bernardo do Campo, Brazil
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108
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Whiteman AC, Santosa H, Chen DF, Perlman S, Huppert T. Investigation of the sensitivity of functional near-infrared spectroscopy brain imaging to anatomical variations in 5- to 11-year-old children. NEUROPHOTONICS 2018; 5:011009. [PMID: 28948192 PMCID: PMC5601503 DOI: 10.1117/1.nph.5.1.011009] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 08/16/2017] [Indexed: 05/20/2023]
Abstract
Functional near-infrared spectroscopy (fNIRS) is a noninvasive brain imaging technique that uses scalp-placed light sensors to measure evoked changes in cerebral blood oxygenation. The portability, low overhead cost, and ability to use this technology under a wide range of experimental environments make fNIRS well-suited for studies involving infants and children. However, since fNIRS does not directly provide anatomical or structural information, these measurements may be sensitive to individual or group level differences associated with variations in head size, depth of the brain from the scalp, or other anatomical factors affecting the penetration of light into the head. This information is generally not available in pediatric populations, which are often the target of study for fNIRS. Anatomical magnetic resonance imaging information from 90 school-age children (5 to 11 years old) was used to quantify the expected effect on fNIRS measures of variations in cerebral and extracerebral structure. Monte Carlo simulations of light transport in tissue were used to estimate differential and partial optical pathlengths at 690, 780, 808, 830, and 850 nm and their variations with age, sex, and head size. This work provides look-up tables of these values and general guidance for future investigations using fNIRS sans anatomical information in this child population.
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Affiliation(s)
- Ashley C. Whiteman
- University of Pittsburgh, Department of Radiology, Pittsburgh, Pennsylvania, United States
| | - Hendrik Santosa
- University of Pittsburgh, Department of Radiology, Pittsburgh, Pennsylvania, United States
| | - Daniel F. Chen
- University of Pittsburgh, Department of Radiology, Pittsburgh, Pennsylvania, United States
| | - Susan Perlman
- University of Pittsburgh, Department of Psychiatry, Pittsburgh, Pennsylvania, United States
| | - Theodore Huppert
- University of Pittsburgh, Department of Radiology, Pittsburgh, Pennsylvania, United States
- University of Pittsburgh, Department of Bioengineering, Pittsburgh, Pennsylvania, United States
- Address all correspondence to: Theodore Huppert, E-mail:
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109
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Vitorio R, Stuart S, Rochester L, Alcock L, Pantall A. fNIRS response during walking — Artefact or cortical activity? A systematic review. Neurosci Biobehav Rev 2017; 83:160-172. [DOI: 10.1016/j.neubiorev.2017.10.002] [Citation(s) in RCA: 94] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Revised: 10/01/2017] [Accepted: 10/02/2017] [Indexed: 11/25/2022]
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110
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PFC Activity Pattern During Verbal WM Task in Healthy Male and Female Subjects: A NIRS Study. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017. [PMID: 27526142 DOI: 10.1007/978-3-319-38810-6_25] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register]
Abstract
Near-infrared spectroscopy (NIRS), as a non-invasive optical imaging method, has been widely used in psychology research. Working memory (WM) is an extensively researched psychological concept related to the temporary storage and processing of information. Many neuropsychological studies demonstrate that several brain areas of prefrontal cortex (PFC) are engaged during verbal WM tasks. The gender-based differences in WM remains under dispute. To better understand the active module and gender differences in PFC activity patterns during verbal WM tasks, we investigated the blood oxygenation changes of the PFC in 15 healthy subjects using a homemade multichannel continuous-wave NIRS instrument, while performing a verbal n-back task. We employed traditional activation and novel connectivity analyses simultaneously. Males had a higher level of oxygenation activity and connectivity in PFC than females. Only the results of females revealed a leftward lateralization in the 2-back task.
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111
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Vergotte G, Torre K, Chirumamilla VC, Anwar AR, Groppa S, Perrey S, Muthuraman M. Dynamics of the human brain network revealed by time-frequency effective connectivity in fNIRS. BIOMEDICAL OPTICS EXPRESS 2017; 8:5326-5341. [PMID: 29188123 PMCID: PMC5695973 DOI: 10.1364/boe.8.005326] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 09/06/2017] [Accepted: 09/11/2017] [Indexed: 05/15/2023]
Abstract
Functional near infrared spectroscopy (fNIRS) is a promising neuroimaging method for investigating networks of cortical regions over time. We propose a directed effective connectivity method (TPDC) allowing the capture of both time and frequency evolution of the brain's networks using fNIRS data acquired from healthy subjects performing a continuous finger-tapping task. Using this method we show the directed connectivity patterns among cortical motor regions involved in the task and their significant variations in the strength of information flow exchanges. Intra and inter-hemispheric connections during the motor task with their temporal evolution are also provided. Characterisation of the fluctuations in brain connectivity opens up a new way to assess the organisation of the brain to adapt to changing task constraints, or under pathological conditions.
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Affiliation(s)
| | | | - Venkata Chaitanya Chirumamilla
- Movement Disorders and Neurostimulation, Biomedical Statistics and Multimodal Signal Processing Unit, Department of Neurology, Focus Program Translational Neuroscience (FTN), Department of Neurology, Johannes Gutenberg University, Mainz, Germany
| | - Abdul Rauf Anwar
- Biomedical Engineering Department, UET Lahore (KSK), Lahore, Pakistan
| | - Sergiu Groppa
- Movement Disorders and Neurostimulation, Biomedical Statistics and Multimodal Signal Processing Unit, Department of Neurology, Focus Program Translational Neuroscience (FTN), Department of Neurology, Johannes Gutenberg University, Mainz, Germany
| | | | - Muthuraman Muthuraman
- Movement Disorders and Neurostimulation, Biomedical Statistics and Multimodal Signal Processing Unit, Department of Neurology, Focus Program Translational Neuroscience (FTN), Department of Neurology, Johannes Gutenberg University, Mainz, Germany
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112
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Kerhervé HA, McLean S, Birkenhead K, Parr D, Solomon C. Influence of exercise duration on cardiorespiratory responses, energy cost and tissue oxygenation within a 6 hour treadmill run. PeerJ 2017; 5:e3694. [PMID: 29038746 PMCID: PMC5637745 DOI: 10.7717/peerj.3694] [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] [Received: 04/08/2017] [Accepted: 07/25/2017] [Indexed: 11/20/2022] Open
Abstract
Purpose The physiological mechanisms for alterations in oxygen utilization (\documentclass[12pt]{minimal}
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}{}$\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙O2) and the energy cost of running (Cr) during prolonged running are not completely understood, and could be linked with alterations in muscle and cerebral tissue oxygenation. Methods Eight trained ultramarathon runners (three women; mean ± SD; age 37 ± 7 yr; maximum \documentclass[12pt]{minimal}
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}{}$\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙O2 60 ± 15 mL min−1 kg−1) completed a 6 hr treadmill run (6TR), which consisted of four modules, including periods of moderate (3 min at 10 km h−1, 10-CR) and heavy exercise intensities (6 min at 70% of maximum \documentclass[12pt]{minimal}
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}{}$\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙O2, HILL), separated by three, 100 min periods of self-paced running (SP). We measured \documentclass[12pt]{minimal}
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}{}$\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙O2, minute ventilation (\documentclass[12pt]{minimal}
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}{}${\dot {\mathrm{V }}}_{\mathrm{E}}$\end{document}V ˙E), ventilatory efficiency (\documentclass[12pt]{minimal}
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}{}${\dot {\mathrm{V }}}_{\mathrm{E}}:\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙E:V ˙O2), respiratory exchange ratio (RER), Cr, muscle and cerebral tissue saturation index (TSI) during the modules, and heart rate (HR) and perceived exertion (RPE) during the modules and SP. Results Participants ran 58.3 ± 10.5 km during 6TR. Speed decreased and HR and RPE increased during SP. Across the modules, HR and \documentclass[12pt]{minimal}
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}{}$\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙O2 increased (10-CR), and RER decreased (10-CR and HILL). There were no significant changes in \documentclass[12pt]{minimal}
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}{}${\dot {\mathrm{V }}}_{\mathrm{E}}$\end{document}V ˙E, \documentclass[12pt]{minimal}
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}{}${\dot {\mathrm{V }}}_{\mathrm{E}}:\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙E:V ˙O2, Cr, TSI and RPE across the modules. Conclusions In the context of positive pacing (decreasing speed), increased cardiac drift and perceived exertion over the 6TR, we observed increased RER and increased HR at moderate and heavy exercise intensity, increased \documentclass[12pt]{minimal}
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}{}$\dot {\mathrm{V }}{\mathrm{O}}_{2}$\end{document}V ˙O2 at moderate intensity, and no effect of exercise duration on ventilatory efficiency, energy cost of running and tissue oxygenation.
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Affiliation(s)
- Hugo A Kerhervé
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, QLD, Australia
| | - Scott McLean
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, QLD, Australia
| | - Karen Birkenhead
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, QLD, Australia
| | - David Parr
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, QLD, Australia
| | - Colin Solomon
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, QLD, Australia
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113
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Fernandez Rojas R, Huang X, Ou KL. Toward a functional near-infrared spectroscopy-based monitoring of pain assessment for nonverbal patients. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:1-12. [PMID: 29076307 DOI: 10.1117/1.jbo.22.10.106013] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 10/02/2017] [Indexed: 06/07/2023]
Abstract
Pain diagnosis for nonverbal patients represents a challenge in clinical settings. Neuroimaging methods, such as functional magnetic resonance imaging and functional near-infrared spectroscopy (fNIRS), have shown promising results to assess neuronal function in response to nociception and pain. Recent studies suggest that neuroimaging in conjunction with machine learning models can be used to predict different cognitive tasks. The aim of this study is to expand previous studies by exploring the classification of fNIRS signals (oxyhaemoglobin) according to temperature level (cold and hot) and corresponding pain intensity (low and high) using machine learning models. Toward this aim, we used the quantitative sensory testing to determine pain threshold and pain tolerance to cold and heat in 18 healthy subjects (three females), mean age±standard deviation (31.9±5.5). The classification model is based on the bag-of-words approach, a histogram representation used in document classification based on the frequencies of extracted words and adapted for time series; two learning algorithms were used separately, K-nearest neighbor (K-NN) and support vector machines (SVM). A comparison between two sets of fNIRS channels was also made in the classification task, all 24 channels and 8 channels from the somatosensory region defined as our region of interest (RoI). The results showed that K-NN obtained slightly better results (92.08%) than SVM (91.25%) using the 24 channels; however, the performance slightly dropped using only channels from the RoI with K-NN (91.53%) and SVM (90.83%). These results indicate potential applications of fNIRS in the development of a physiologically based diagnosis of human pain that would benefit vulnerable patients who cannot self-report pain.
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Affiliation(s)
- Raul Fernandez Rojas
- University of Canberra, Human-Centred Technology Research Centre, ESTEM Faculty, Canberra, Australia
| | - Xu Huang
- University of Canberra, Human-Centred Technology Research Centre, ESTEM Faculty, Canberra, Australia
| | - Keng-Liang Ou
- Taipei Medical University Hospital, Department of Dentistry, Taipei, Taiwan
- Taipei Medical University-Shuang Ho Hospital, Department of Dentistry, New Taipei City, Taiwan
- 3D Global Biotech Inc., New Taipei City, Taiwan
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114
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Herold F, Wiegel P, Scholkmann F, Thiers A, Hamacher D, Schega L. Functional near-infrared spectroscopy in movement science: a systematic review on cortical activity in postural and walking tasks. NEUROPHOTONICS 2017; 4:041403. [PMID: 28924563 PMCID: PMC5538329 DOI: 10.1117/1.nph.4.4.041403] [Citation(s) in RCA: 178] [Impact Index Per Article: 25.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Accepted: 06/23/2017] [Indexed: 05/07/2023]
Abstract
Safe locomotion is a crucial aspect of human daily living that requires well-functioning motor control processes. The human neuromotor control of daily activities such as walking relies on the complex interaction of subcortical and cortical areas. Technical developments in neuroimaging systems allow the quantification of cortical activation during the execution of motor tasks. Functional near-infrared spectroscopy (fNIRS) seems to be a promising tool to monitor motor control processes in cortical areas in freely moving subjects. However, so far, there is no established standardized protocol regarding the application and data processing of fNIRS signals that limits the comparability among studies. Hence, this systematic review aimed to summarize the current knowledge about application and data processing in fNIRS studies dealing with walking or postural tasks. Fifty-six articles of an initial yield of 1420 publications were reviewed and information about methodology, data processing, and findings were extracted. Based on our results, we outline the recommendations with respect to the design and data processing of fNIRS studies. Future perspectives of measuring fNIRS signals in movement science are discussed.
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Affiliation(s)
- Fabian Herold
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
- Address all correspondence to: Fabian Herold, E-mail:
| | - Patrick Wiegel
- University of Freiburg, Department of Sport Science, Freiburg, Germany
| | - Felix Scholkmann
- University of Zurich, University Hospital Zurich, Department of Neonatology, Biomedical Optics Research Laboratory, Zurich, Switzerland
| | - Angelina Thiers
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
| | - Dennis Hamacher
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
| | - Lutz Schega
- Otto von Guericke University Magdeburg, Institute III, Department of Sport Science, Magdeburg, Germany
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115
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Ferri F, Ambrosini E, Pinti P, Merla A, Costantini M. The role of expectation in multisensory body representation - neural evidence. Eur J Neurosci 2017. [PMID: 28644914 DOI: 10.1111/ejn.13629] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Sensory events contribute to body ownership, the feeling that the body belongs to me. However, the encoding of sensory events is not only reactive, but also proactive in that our brain generates prediction about forthcoming stimuli. In previous studies, we have shown that prediction of sensory events is a sufficient condition to induce the sense of body ownership. In this study, we investigated the underlying neural mechanisms. Participants were seated with their right arm resting upon a table just below another smaller table. Hence, the real hand was hidden from the participant's view and a life-sized rubber model of a right hand was placed on the small table in front of them. Participants observed a wooden plank while approaching - without touching - the rubber hand. We measured the phenomenology of the illusion by means of questionnaire. Neural activity was recorded by means of near-infrared spectroscopy (fNIRS). Results showed higher activation of multisensory parietal cortices in the rubber hand illusion induced by touch expectation. Furthermore, such activity was correlated with the subjective feeling of owning the rubber hand. Our results enrich current models of body ownership suggesting that our multisensory brain regions generate prediction on what could be my body and what could not. This finding might have interesting implications in all those cases in which body representation is altered, anorexia, bulimia nervosa and obesity, among others.
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Affiliation(s)
- Francesca Ferri
- Centre for Brain Science, Department of Psychology, University of Essex, Colchester, CO4 3SQ, UK
| | | | - Paola Pinti
- Infrared Imaging Lab, Institute for Advanced Biomedical Technologies - ITAB, Department of Neuroscience, Imaging and Clinical Sciences, University G. d'Annunzio, Chieti-Pescara, Italy
| | - Arcangelo Merla
- Infrared Imaging Lab, Institute for Advanced Biomedical Technologies - ITAB, Department of Neuroscience, Imaging and Clinical Sciences, University G. d'Annunzio, Chieti-Pescara, Italy
| | - Marcello Costantini
- Centre for Brain Science, Department of Psychology, University of Essex, Colchester, CO4 3SQ, UK.,Laboratory of Neuropsychology and Cognitive Neuroscience, Department of Neuroscience, Imaging and Clinical Sciences, University G. d'Annunzio, Chieti, Italy.,Institute for Advanced Biomedical Technologies - ITAB, University G. d'Annunzio, Chieti, Italy
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116
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de Lima-Pardini AC, Zimeo Morais GA, Balardin JB, Coelho DB, Azzi NM, Teixeira LA, Sato JR. Measuring cortical motor hemodynamics during assisted stepping - An fNIRS feasibility study of using a walker. Gait Posture 2017; 56:112-118. [PMID: 28544947 DOI: 10.1016/j.gaitpost.2017.05.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2017] [Revised: 05/10/2017] [Accepted: 05/16/2017] [Indexed: 02/02/2023]
Abstract
Walkers are commonly prescribed worldwide to individuals unable to walk independently. Walker usage leads to improved postural control and voluntary movement during step. In the present study, we aimed to provide a concept-proof on the feasibility of an event-related protocol integrating the analyses of biomechanical variables of step initiation and functional near-infrared spectroscopy (fNIRS) to measure activation of the supplementary motor area (SMA) while using a walker. Healthy young participants were tested while stepping with versus without the use of the walker. Behavioral analysis showed that anticipatory postural adjustments (APA) decreased when supporting the body weight on the walker. Delta (without-with) of activation magnitude of the muscle tibialis anterior was positively correlated to the delta of deoxyhemoglobin concentration changes in the SMA. The novelty of this study is the development of a protocol to assess brain function together with biomechanical analysis during the use of a walker. The method sheds light to the potential utility of combining fNIRS and biomechanical assessment during assistive step initiation, which can represent a new opportunity to study populations with mobility deficits.
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Affiliation(s)
| | | | - Joana Bisol Balardin
- Universidade Federal do ABC, Center of Mathematics Computation and Cognition, São Bernardo do Campo 09210-180, Brazil; Hospital Israelita Albert Einstein, Instituto do Cérebro, São Paulo 05652-900, Brazil
| | - Daniel Boari Coelho
- Human Motor Systems Laboratory, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
| | - Nametala Maia Azzi
- Human Motor Systems Laboratory, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
| | - Luis Augusto Teixeira
- Human Motor Systems Laboratory, School of Physical Education and Sport, University of São Paulo, São Paulo, Brazil
| | - João Ricardo Sato
- Universidade Federal do ABC, Center of Mathematics Computation and Cognition, São Bernardo do Campo 09210-180, Brazil
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117
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Bishop SA, Neary JP. Assessing prefrontal cortex oxygenation after sport concussion with near-infrared spectroscopy. Clin Physiol Funct Imaging 2017. [DOI: 10.1111/cpf.12447] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Scott A. Bishop
- Faculty of Kinesiology and Health Studies; University of Regina; Regina SK Canada
| | - J. Patrick Neary
- Faculty of Kinesiology and Health Studies; University of Regina; Regina SK Canada
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118
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Kober SE, Wood G. Repetition suppression in aging: A near-infrared spectroscopy study on the size-congruity effect. Neuroimage 2017; 157:196-208. [PMID: 28591559 DOI: 10.1016/j.neuroimage.2017.06.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 05/11/2017] [Accepted: 06/02/2017] [Indexed: 10/19/2022] Open
Abstract
Age-related changes in the hemodynamic response regarding inhibition capacity and repetition suppression were examined using a modified version of the numerical Stroop task. Young (20-38 yrs; M = 28 yrs; N = 18), middle-aged (47-59 yrs; M = 52 yrs; N = 17), and older participants (60-78 yrs; M = 69 yrs; N = 19) solved a physical and numerical version of the size-congruity task, in which trials from the same experimental condition were presented in triplets. Response times revealed a strong Stroop effect in both tasks (faster reaction times during neutral than during incongruent trials) and increased with participants' age. Reaction times decreased with item repetition. In line with previous studies, the hemodynamic response (relative concentration changes in oxygenated and deoxygenated hemoglobin) assessed with near-infrared spectroscopy was comparable across incongruent and neutral trials. Strong repetition suppression of the oxygenated hemoglobin response was observed in frontal brain regions as well as in the left parietal region in all age groups. In middle and right parietal regions, repetition suppression decreased with age and was absent among older participants. These results indicate a reduced adaptation of the hemodynamic response in middle and right parietal regions of older individuals' brains in response to repeated interference control.
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Affiliation(s)
- Silvia Erika Kober
- Department of Psychology, University of Graz, Universitaetsplatz 2/III, 8010 Graz, Austria; BioTechMed-Graz, Mozartgasse 12/II, 8010 Graz, Austria.
| | - Guilherme Wood
- Department of Psychology, University of Graz, Universitaetsplatz 2/III, 8010 Graz, Austria; BioTechMed-Graz, Mozartgasse 12/II, 8010 Graz, Austria.
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119
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Kerhervé HA, Samozino P, Descombe F, Pinay M, Millet GY, Pasqualini M, Rupp T. Calf Compression Sleeves Change Biomechanics but Not Performance and Physiological Responses in Trail Running. Front Physiol 2017; 8:247. [PMID: 28496411 PMCID: PMC5406472 DOI: 10.3389/fphys.2017.00247] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Accepted: 04/07/2017] [Indexed: 12/05/2022] Open
Abstract
Introduction: The aim of this study was to determine whether calf compression sleeves (CS) affects physiological and biomechanical parameters, exercise performance, and perceived sensations of muscle fatigue, pain and soreness during prolonged (~2 h 30 min) outdoor trail running. Methods: Fourteen healthy trained males took part in a randomized, cross-over study consisting in two identical 24-km trail running sessions (each including one bout of running at constant rate on moderately flat terrain, and one period of all-out running on hilly terrain) wearing either degressive CS (23 ± 2 mmHg) or control sleeves (CON, <4 mmHg). Running time, heart rate and muscle oxygenation of the medial gastrocnemius muscle (measured using portable near-infrared spectroscopy) were monitored continuously. Muscle functional capabilities (power, stiffness) were determined using 20 s of maximal hopping before and after both sessions. Running biomechanics (kinematics, vertical and leg stiffness) were determined at 12 km·h−1 at the beginning, during, and at the end of both sessions. Exercise-induced Achilles tendon pain and delayed onset calf muscles soreness (DOMS) were assessed using visual analog scales. Results: Muscle oxygenation increased significantly in CS compared to CON at baseline and immediately after exercise (p < 0.05), without any difference in deoxygenation kinetics during the run, and without any significant change in run times. Wearing CS was associated with (i) higher aerial time and leg stiffness in running at constant rate, (ii) with lower ground contact time, higher leg stiffness, and higher vertical stiffness in all-out running, and (iii) with lower ground contact time in hopping. Significant DOMS were induced in both CS and CON (>6 on a 10-cm scale) with no difference between conditions. However, Achilles tendon pain was significantly lower after the trial in CS than CON (p < 0.05). Discussion: Calf compression did not modify muscle oxygenation during ~2 h 30 of trail running but significantly changed running biomechanics and lower limb muscle functional capabilities toward a more dynamic behavior compared to control session. However, wearing compression sleeves did not affect performance and exercise-induced DOMS, while it minimized Achilles tendon pain immediately after running.
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Affiliation(s)
- Hugo A Kerhervé
- Laboratoire Interuniversitaire de Biologie de la Motricité, EA 7424, Université Savoie Mont BlancChambéry, France.,Faculty of Science, Health, Education and Engineering, School of Health and Sport Sciences, University of the Sunshine CoastSippy Downs, QLD, Australia
| | - Pierre Samozino
- Laboratoire Interuniversitaire de Biologie de la Motricité, EA 7424, Université Savoie Mont BlancChambéry, France
| | | | - Matthieu Pinay
- Laboratoire Interuniversitaire de Biologie de la Motricité, EA 7424, Université Savoie Mont BlancChambéry, France
| | - Guillaume Y Millet
- Human Performance Laboratory, Faculty of Kinesiology, University of CalgaryCalgary, Canada
| | | | - Thomas Rupp
- Laboratoire Interuniversitaire de Biologie de la Motricité, EA 7424, Université Savoie Mont BlancChambéry, France
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120
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Si J, Zhang X, Zhang Y, Jiang T. Hemispheric differences in electrical and hemodynamic responses during hemifield visual stimulation with graded contrasts. BIOMEDICAL OPTICS EXPRESS 2017; 8:2018-2035. [PMID: 28736653 PMCID: PMC5516812 DOI: 10.1364/boe.8.002018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 02/15/2017] [Accepted: 02/17/2017] [Indexed: 06/07/2023]
Abstract
A multimodal neuroimaging technique based on electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) was used with horizontal hemifield visual stimuli with graded contrasts to investigate the retinotopic mapping more fully as well as to explore hemispheric differences in neuronal activity, the hemodynamic response, and the neurovascular coupling relationship in the visual cortex. The fNIRS results showed the expected activation over the contralateral hemisphere for both the left and right hemifield visual stimulations. However, the EEG results presented a paradoxical lateralization, with the maximal response located over the ipsilateral hemisphere but with the polarity inversed components located over the contralateral hemisphere. Our results suggest that the polarity inversion as well as the latency advantage over the contralateral hemisphere cause the amplitude of the VEP over the contralateral hemisphere to be smaller than that over the ipsilateral hemisphere. Both the neuronal and hemodynamic responses changed logarithmically with the level of contrast in the hemifield visual stimulations. Moreover, the amplitudes and latencies of the visual evoked potentials (VEPs) were linearly correlated with the hemodynamic responses despite differences in the slopes.
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Affiliation(s)
- Juanning Si
- Brainnetome Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
| | - Xin Zhang
- Brainnetome Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
| | - Yujin Zhang
- Brainnetome Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
| | - Tianzi Jiang
- Brainnetome Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
- National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
- Key Laboratory for NeuroInformation of the Ministry of Education, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 625014, China
- CAS Center for Excellence in Brain Science, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
- Queensland Brain Institute, University of Queensland, St. Lucia, Queensland 4072, Australia
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121
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Balardin JB, Zimeo Morais GA, Furucho RA, Trambaiolli LR, Sato JR. Impact of communicative head movements on the quality of functional near-infrared spectroscopy signals: negligible effects for affirmative and negative gestures and consistent artifacts related to raising eyebrows. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:46010. [PMID: 28451693 DOI: 10.1117/1.jbo.22.4.046010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Accepted: 04/10/2017] [Indexed: 06/07/2023]
Abstract
Functional near-infrared spectroscopy (fNIRS) is currently one of the most promising tools in the neuroscientific research to study brain hemodynamics during naturalistic social communication. The application of fNIRS by studies in this field of knowledge has been widely justified by its strong resilience to motion artifacts, including those that might be generated by communicative head and facial movements. Previous studies have focused on the identification and correction of these artifacts, but a quantification of the differential contribution of common communicative movements on the quality of fNIRS signals is still missing. We assessed the impact of four movements (nodding head up and down, reading aloud, nodding head sideways, and raising eyebrows) performed during rest and task conditions on two metrics of signal quality control: an estimative of signal-to-noise performance and the negative correlation between oxygenated and deoxygenated hemoglobin (oxy-Hb and deoxy-Hb). Channel-wise group analysis confirmed the robustness of the fNIRS technique to head nodding movements but showed a large effect of raising eyebrows in both signal quality control metrics, both during task and rest conditions. Reading aloud did not disrupt the expected anticorrelation between oxy-Hb and deoxy-Hb but had a relatively large effect on signal-to-noise performance. These findings may have implications to the interpretation of fNIRS studies examining communicative processes.
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Affiliation(s)
- Joana Bisol Balardin
- Universidade Federal do ABC, Center of Mathematics Computing and Cognition, São Bernardo do Campo, BrazilbInstituto do Cérebro, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | | | - Rogério Akira Furucho
- Universidade Federal do ABC, Center of Mathematics Computing and Cognition, São Bernardo do Campo, Brazil
| | - Lucas Romualdo Trambaiolli
- Universidade Federal do ABC, Center of Mathematics Computing and Cognition, São Bernardo do Campo, Brazil
| | - João Ricardo Sato
- Universidade Federal do ABC, Center of Mathematics Computing and Cognition, São Bernardo do Campo, Brazil
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122
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Age-specific neural strategies to maintain motor performance after an acute social stress bout. Exp Brain Res 2017; 235:2049-2057. [PMID: 28357463 DOI: 10.1007/s00221-017-4949-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 03/24/2017] [Indexed: 12/17/2022]
Abstract
Stress due to cognitive demands and fatigue have shown to impair motor performance in older adults; however, the effect of social stress and its influence on prefrontal cortex (PFC) functioning in older adults during upper extremity motor performance tasks is not known. The present study explored the after-effects of an acute social stress bout on neural strategies, measured using PFC and hand/arm muscle activation, and adopted by younger and older adults to maintain handgrip force control. Nine older [74.1 (6.5) years; three men, six women] and ten younger [24.2 (5.0) years, four men, six women] adults performed handgrip force control trials at 30% maximum voluntary contractions before and after the Trier Social Stress Test (TSST). PFC activity was measured using functional near infrared spectroscopy and muscle activity from the flexor and extensor carpi radialis (FCR/ECR) was measured using electromyography. In general, aging was associated with decreased force steadiness and force complexity with a concomitant increase in bilateral PFC activity. While motor performance remained comparable before and after the TSST stress session in both age groups, the associated neural strategies differed between groups. While the stress condition was associated with lower FCR and ECR activity in younger adults despite no change in the PFC activation, stress was associated with increases in FCR activity in older adults. This stress-related compensatory neural strategy of increasing hand/arm muscle activation, potentially via the additional recruitment of the stress-motor neural circuitry, may have played a role in maintaining motor performance in older adults.
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123
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Vermeij A, Kessels RPC, Heskamp L, Simons EMF, Dautzenberg PLJ, Claassen JAHR. Prefrontal activation may predict working-memory training gain in normal aging and mild cognitive impairment. Brain Imaging Behav 2017; 11:141-154. [PMID: 26843001 PMCID: PMC5415588 DOI: 10.1007/s11682-016-9508-7] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Cognitive training has been shown to result in improved behavioral performance in normal aging and mild cognitive impairment (MCI), yet little is known about the neural correlates of cognitive plasticity, or about individual differences in responsiveness to cognitive training. In this study, 21 healthy older adults and 14 patients with MCI received five weeks of adaptive computerized working-memory (WM) training. Before and after training, functional Near-Infrared Spectroscopy (fNIRS) was used to assess the hemodynamic response in left and right prefrontal cortex during performance of a verbal n-back task with varying levels of WM load. After training, healthy older adults demonstrated decreased prefrontal activation at high WM load, which may indicate increased processing efficiency. Although MCI patients showed improved behavioral performance at low WM load after training, no evidence was found for training-related changes in prefrontal activation. Whole-group analyses showed that a relatively strong hemodynamic response at low WM load was related to worse behavioral performance, while a relatively strong hemodynamic response at high WM load was related to higher training gain. Therefore, a 'youth-like' prefrontal activation pattern at older age may be associated with better behavioral outcome and cognitive plasticity.
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Affiliation(s)
- Anouk Vermeij
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
- Department of Geriatric Medicine, Radboud University Medical Center, Route 925, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Roy P C Kessels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Linda Heskamp
- Department of Geriatric Medicine, Radboud University Medical Center, Route 925, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Esther M F Simons
- Department of Geriatric Medicine, Radboud University Medical Center, Route 925, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Paul L J Dautzenberg
- Department of Geriatric Medicine, Jeroen Bosch Hospital, 's-Hertogenbosch, The Netherlands
| | - Jurgen A H R Claassen
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.
- Department of Geriatric Medicine, Radboud University Medical Center, Route 925, P.O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
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124
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Wolff W. Funktionelle Nahinfrarotspektroskopie in der sportpsychologischen Forschung. ZEITSCHRIFT FUR SPORTPSYCHOLOGIE 2017. [DOI: 10.1026/1612-5010/a000184] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Zusammenfassung. Ziel des Beitrags ist die Vorstellung der funktionellen Nahinfrarotspektroskopie (fNIRS) als bildgebendes Verfahren, welches zur Messung kortikaler Prozesse während sportlicher Aktivität eingesetzt werden kann. Im Vergleich mit anderen bildgebenden Verfahren ist fNIRS sehr portabel und weniger anfällig für Bewegungsartefakte. Daher ist fNIRS potentiell eine vielversprechende Ergänzung zu bereits in der sportpsychologischen Forschung genutzten neurowissenschaftlichen Methoden. Dieser Beitrag konzentriert sich auf eine kurze Darstellung der grundlegenden physikalischen Prinzipien von fNIRS und eine Analyse der relativen Stärken und Schwächen von fNIRS mit Blick auf den Einsatz in der sportpsychologischen Forschung. Anschließend werden einige fNIRS basierte Forschungsergebnisse erörtert, die sportpsychologische Forschungsfragen betreffen. Abschließend wird beispielhaft eine mögliche sportpsychologische Forschungsfrage vorgestellt, zu deren Untersuchung fNIRS eingesetzt werden kann.
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Affiliation(s)
- Wanja Wolff
- Fachgruppe Sportwissenschaft, Universität Konstanz
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125
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Gallagher A, Tremblay J, Vannasing P. Language mapping in children using resting-state functional connectivity: comparison with a task-based approach. JOURNAL OF BIOMEDICAL OPTICS 2016; 21:125006. [PMID: 27992629 DOI: 10.1117/1.jbo.21.12.125006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Accepted: 11/21/2016] [Indexed: 06/06/2023]
Abstract
Patients with brain tumor or refractory epilepsy may be candidates for neurosurgery. Presurgical evaluation often includes language investigation to prevent or reduce the risk of postsurgical language deficits. Current techniques involve significant limitations with pediatric populations. Recently, near-infrared spectroscopy (NIRS) has been shown to be a valuable neuroimaging technique for language localization in children. However, it typically requires the child to perform a task (task-based NIRS), which may constitute a significant limitation. Resting-state functional connectivity NIRS (fcNIRS) is an approach that can be used to identify language networks at rest. This study aims to assess the utility of fcNIRS in children by comparing fcNIRS to more conventional task-based NIRS for language mapping in 33 healthy participants: 25 children (ages 3 to 16) and 8 adults. Data were acquired at rest and during a language task. Results show very good concordance between both approaches for language localization (Dice similarity coefficient = 0.81 ± 0.13 ) and hemispheric language dominance ( kappa = 0.86 , p < 0.006 ). The fcNIRS technique may be a valuable tool for language mapping in clinical populations, including children and patients with cognitive and behavioral impairments.
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Affiliation(s)
- Anne Gallagher
- CHU Sainte-Justine Research Center, Laboratoire d'Imagerie Optique en Neurodéveloppement (LIONLab), 3175 Chemin de la Côte-Sainte-Catherine, Montréal, Québec H3T 1C5, CanadabUniversité de Montréal, Centre de Recherche en Neuropsychologie et Cognition, Department of Psychology, Marie-Victorin Building, P.O. Box 6128 Centre-ville Station, 2900 Boulevard Édouard-Montpetit, Montréal, Québec H3T 1J4, Canada
| | - Julie Tremblay
- CHU Sainte-Justine Research Center, Laboratoire d'Imagerie Optique en Neurodéveloppement (LIONLab), 3175 Chemin de la Côte-Sainte-Catherine, Montréal, Québec H3T 1C5, CanadabUniversité de Montréal, Centre de Recherche en Neuropsychologie et Cognition, Department of Psychology, Marie-Victorin Building, P.O. Box 6128 Centre-ville Station, 2900 Boulevard Édouard-Montpetit, Montréal, Québec H3T 1J4, Canada
| | - Phetsamone Vannasing
- CHU Sainte-Justine Research Center, Laboratoire d'Imagerie Optique en Neurodéveloppement (LIONLab), 3175 Chemin de la Côte-Sainte-Catherine, Montréal, Québec H3T 1C5, CanadabUniversité de Montréal, Centre de Recherche en Neuropsychologie et Cognition, Department of Psychology, Marie-Victorin Building, P.O. Box 6128 Centre-ville Station, 2900 Boulevard Édouard-Montpetit, Montréal, Québec H3T 1J4, Canada
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Buzza G, Lovell GP, Askew CD, Kerhervé H, Solomon C. The Effect of Short and Long Term Endurance Training on Systemic, and Muscle and Prefrontal Cortex Tissue Oxygen Utilisation in 40 - 60 Year Old Women. PLoS One 2016; 11:e0165433. [PMID: 27832088 PMCID: PMC5104477 DOI: 10.1371/journal.pone.0165433] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 10/11/2016] [Indexed: 01/02/2023] Open
Abstract
Purpose Aerobic endurance training (ET) increases systemic and peripheral oxygen utilisation over time, the adaptation pattern not being linear. However, the timing and mechanisms of changes in oxygen utilisation, associated with training beyond one year are not known. This study tested the hypothesis that in women aged 40–60 years performing the same current training load; systemic O2 utilisation (VO2) and tissue deoxyhaemoglobin (HHb) in the Vastus Lateralis (VL) and Gastrocnemius (GAST) would be higher in long term trained (LTT; > 5 yr) compared to a short term trained (STT; 6–24 months) participants during ramp incremental (RI) cycling, but similar during square-wave constant load (SWCL) cycling performed at the same relative intensity (below ventilatory turn point [VTP]); and that pre-frontal cortex (PFC) HHb would be similar between participant groups in both exercise conditions. Methods Thirteen STT and 13 LTT participants performed RI and SWCL conditions on separate days. VO2, and VL, GAST, and PFC HHb were measured simultaneously. Results VO2peak was higher in LTT compared to STT, and VO2 was higher in LTT at each relative intensities of 25%, 80% and 90% of VTP in SWCL. HHb in the VL was significantly higher in LTT compared to STT at peak exercise (4.54 ± 3.82 vs 1.55 ± 2.33 μM), and at 25% (0.99 ± 1.43 vs 0.04 ± 0.96 μM), 80% (3.19 ± 2.93 vs 1.14 ± 1.82 μM) and 90% (4.62 ± 3.12 vs 2.07 ± 2.49 μM) of VTP in SWCL. Conclusions The additional (12.9 ± 9.3) years of ET in LTT, resulted in higher VO2, and HHb in the VL at peak exercise, and sub—VTP exercise. These results indicate that in women 40–60 years old, systemic and muscle O2 utilisation continues to improve with ET beyond two years.
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Affiliation(s)
- Gavin Buzza
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, Australia
- * E-mail:
| | - Geoff P. Lovell
- School of Social Sciences, University of the Sunshine Coast, Sippy Downs, Australia
| | - Christopher D. Askew
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, Australia
| | - Hugo Kerhervé
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, Australia
| | - Colin Solomon
- School of Health and Sport Sciences, University of the Sunshine Coast, Sippy Downs, Australia
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Schat TE, Heida FH, Schurink M, van der Laan ME, Hulzebos CV, Bos AF, Kooi EMW, Hulscher JBF. The relation between splanchnic ischaemia and intestinal damage in necrotising enterocolitis. Arch Dis Child Fetal Neonatal Ed 2016; 101:F533-F539. [PMID: 27048432 DOI: 10.1136/archdischild-2015-309838] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Revised: 02/23/2016] [Accepted: 03/14/2016] [Indexed: 12/31/2022]
Abstract
OBJECTIVES The underlying pathophysiology of necrotising enterocolitis (NEC) remains incompletely understood, particularly the role of intestinal perfusion. We aimed to determine the relation between cerebral and splanchnic fractional tissue oxygen extraction (FTOE), a marker for tissue underperfusion, with intestinal fatty acid-binding protein in plasma (I-FABPp), a marker for intestinal damage, in infants with NEC. Furthermore, we investigated the combined courses of cerebral and splanchnic FTOE values and I-FABPp levels in uncomplicated (conservative treatment) and complicated NEC (surgery or death). DESIGN This study was part of a prospective observational cohort study. PATIENTS We included 19 preterm infants with NEC (9 uncomplicated, 10 complicated). INTERVENTIONS Using near-infrared spectroscopy, we measured regional cerebral and splanchnic tissue oxygen saturations continuously for 48 h after NEC onset. We measured I-FABPp levels simultaneously. MAIN OUTCOME MEASURES We used Spearman correlation tests to calculate correlation coefficients between FTOE values and I-FABPp levels in uncomplicated and complicated NEC. RESULTS Median (range) gestational age was 28 (25-36) weeks and median (range) birth weight was 1290 (740-2400) g. Cerebral and splanchnic FTOE values correlated strongly with I-FABPp levels (rho between .745 and 0.900; p<0.001-0.037) during the first 16 h after NEC onset. Thereafter, in uncomplicated NEC, splanchnic FTOE values increased while I-FABPp levels decreased concomitantly. In complicated NEC both splanchnic FTOE values and I-FABPp levels decreased. CONCLUSIONS Combining cerebral and splanchnic FTOE values with I-FABPp levels, gives insight in the pathological chain of events resulting in progression or recovery of intestinal ischaemia in NEC. TRIAL REGISTRATION NUMBER NTR3239.
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Affiliation(s)
- Trijntje E Schat
- Division of Neonatology, University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Groningen, The Netherlands
| | - Fardou H Heida
- Department of Surgery, Division of Pediatric Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Maarten Schurink
- Department of Surgery, Division of Pediatric Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Michelle E van der Laan
- Division of Neonatology, University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Groningen, The Netherlands
| | - Christian V Hulzebos
- Division of Neonatology, University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Groningen, The Netherlands
| | - Arend F Bos
- Division of Neonatology, University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Groningen, The Netherlands
| | - Elisabeth M W Kooi
- Division of Neonatology, University of Groningen, University Medical Center Groningen, Beatrix Children's Hospital, Groningen, The Netherlands
| | - Jan B F Hulscher
- Department of Surgery, Division of Pediatric Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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Nieuwhof F, Reelick MF, Maidan I, Mirelman A, Hausdorff JM, Olde Rikkert MG, Bloem BR, Muthalib M, Claassen JA. Measuring prefrontal cortical activity during dual task walking in patients with Parkinson's disease: feasibility of using a new portable fNIRS device. Pilot Feasibility Stud 2016; 2:59. [PMID: 27965875 PMCID: PMC5154104 DOI: 10.1186/s40814-016-0099-2] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 09/16/2016] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Many patients with Parkinson's disease (PD) have difficulties in performing a second task during walking (i.e., dual task walking). Functional near-infrared spectroscopy (fNIRS) is a promising approach to study the presumed contribution of dysfunction within the prefrontal cortex (PFC) to such difficulties. In this pilot study, we examined the feasibility of using a new portable and wireless fNIRS device to measure PFC activity during different dual task walking protocols in PD. Specifically, we tested whether PD patients were able to perform the protocol and whether we were able to measure the typical fNIRS signal of neuronal activity. METHODS We included 14 PD patients (age 71.2 ± 5.4 years, Hoehn and Yahr stage II/III). The protocol consisted of five repetitions of three conditions: walking while (i) counting forwards, (ii) serially subtracting, and (iii) reciting digit spans. Ability to complete this protocol, perceived exertion, burden of the fNIRS devices, and concentrations of oxygenated (O2Hb) and deoxygenated (HHb) hemoglobin from the left and right PFC were measured. RESULTS Two participants were unable to complete the protocol due to fatigue and mobility safety concerns. The remaining 12 participants experienced no burden from the two fNIRS devices and completed the protocol with ease. Bilateral PFC O2Hb concentrations increased during walking while serially subtracting (left PFC 0.46 μmol/L, 95 % confidence interval (CI) 0.12-0.81, right PFC 0.49 μmol/L, 95 % CI 0.14-0.84) and reciting digit spans (left PFC 0.36 μmol/L, 95 % CI 0.03-0.70, right PFC 0.44 μmol/L, 95 % CI 0.09-0.78) when compared to rest. HHb concentrations did not differ between the walking tasks and rest. CONCLUSIONS These findings suggest that a new wireless fNIRS device is a feasible measure of PFC activity in PD during dual task walking. Future studies should reduce the level of noise and inter-individual variability to enable measuring differences in PFC activity between different dual walking conditions and across health states.
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Affiliation(s)
- Freek Nieuwhof
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Departments of Neurology, Geriatric Medicine, and Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Miriam F. Reelick
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Departments of Neurology, Geriatric Medicine, and Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Inbal Maidan
- Department of Neurology, Center for the study of Movement, Cognition, and Mobility, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Anat Mirelman
- Department of Neurology, Center for the study of Movement, Cognition, and Mobility, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jeffrey M. Hausdorff
- Department of Neurology, Center for the study of Movement, Cognition, and Mobility, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Marcel G.M. Olde Rikkert
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Departments of Neurology, Geriatric Medicine, and Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bastiaan R. Bloem
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Departments of Neurology, Geriatric Medicine, and Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Jurgen A.H.R. Claassen
- Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands
- Departments of Neurology, Geriatric Medicine, and Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
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Si J, Zhang X, Li Y, Zhang Y, Zuo N, Jiang T. Correlation between electrical and hemodynamic responses during visual stimulation with graded contrasts. JOURNAL OF BIOMEDICAL OPTICS 2016; 21:091315. [PMID: 27494269 DOI: 10.1117/1.jbo.21.9.091315] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2015] [Accepted: 07/13/2016] [Indexed: 06/06/2023]
Abstract
Brain functional activity involves complex cellular, metabolic, and vascular chain reactions, making it difficult to comprehend. Electroencephalography (EEG) and functional near infrared spectroscopy (fNIRS) have been combined into a multimodal neuroimaging method that captures both electrophysiological and hemodynamic information to explore the spatiotemporal characteristics of brain activity. Because of the significance of visually evoked functional activity in clinical applications, numerous studies have explored the amplitude of the visual evoked potential (VEP) to clarify its relationship with the hemodynamic response. However, relatively few studies have investigated the influence of latency, which has been frequently used to diagnose visual diseases, on the hemodynamic response. Moreover, because the latency and the amplitude of VEPs have different roles in coding visual information, investigating the relationship between latency and the hemodynamic response should be helpful. In this study, checkerboard reversal tasks with graded contrasts were used to evoke visual functional activity. Both EEG and fNIRS were employed to investigate the relationship between neuronal electrophysiological activities and the hemodynamic responses. The VEP amplitudes were linearly correlated with the hemodynamic response, but the VEP latency showed a negative linear correlation with the hemodynamic response.
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Affiliation(s)
- Juanning Si
- Chinese Academy of Sciences, Brainnetome Center, Institute of Automation, Beijing 100190, ChinabChinese Academy of Sciences, National Laboratory of Pattern Recognition, Institute of Automation, Beijing 100190, China
| | - Xin Zhang
- Chinese Academy of Sciences, Brainnetome Center, Institute of Automation, Beijing 100190, ChinabChinese Academy of Sciences, National Laboratory of Pattern Recognition, Institute of Automation, Beijing 100190, China
| | - Yuejun Li
- University of Electronic Science and Technology of China, Key Laboratory for NeuroInformation of the Ministry of Education, School of Life Science and Technology, Chengdu 625014, China
| | - Yujin Zhang
- Chinese Academy of Sciences, Brainnetome Center, Institute of Automation, Beijing 100190, ChinabChinese Academy of Sciences, National Laboratory of Pattern Recognition, Institute of Automation, Beijing 100190, China
| | - Nianming Zuo
- Chinese Academy of Sciences, Brainnetome Center, Institute of Automation, Beijing 100190, ChinabChinese Academy of Sciences, National Laboratory of Pattern Recognition, Institute of Automation, Beijing 100190, China
| | - Tianzi Jiang
- Chinese Academy of Sciences, Brainnetome Center, Institute of Automation, Beijing 100190, ChinabChinese Academy of Sciences, National Laboratory of Pattern Recognition, Institute of Automation, Beijing 100190, ChinacUniversity of Electronic Science and Te
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Lefferts WK, Babcock MC, Tiss MJ, Ives SJ, White CN, Brutsaert TD, Heffernan KS. Effect of hypoxia on cerebrovascular and cognitive function during moderate intensity exercise. Physiol Behav 2016; 165:108-18. [PMID: 27402021 DOI: 10.1016/j.physbeh.2016.07.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Revised: 07/03/2016] [Accepted: 07/07/2016] [Indexed: 12/25/2022]
Abstract
Exercise in hypoxia places added demands on the brain and cerebrovasculature that can impact cognitive function. The purpose of this study was to investigate the effect of acute hypoxia on cerebrovascular hemodynamics, markers of neuro-steroidal modulation and brain-blood barrier (BBB) integrity, and cognition during exercise. Thirty healthy participants (21±4yrs., BMI 24.0±2.6kg∙m(-2); 15 men) were randomized to both a≈2.5h normoxic (FiO2 20.0%) and hypoxic (FiO2 12.5%) condition on two separate days. After 1.25h, participants underwent 10min of exercise-alone (cycling at 55% HRmax) and 15min of exercise+cognitive testing. Prefrontal cortex (PFC) tissue oxygenation and middle cerebral artery (MCA) mean blood velocity (MnV) were measured using near-infrared spectroscopy and transcranial Doppler respectively at rest, during exercise-alone, and during exercise+cognitive testing. Salivary levels of dehydroepiandosterone [DHEA], DHEA-sulfate [DHEAS]) and neuron specific enolase (NSE) were measured pre and post exercise. Cognition was assessed using standard metrics of accuracy and reaction time (RT), and advanced metrics from drift-diffusion modeling across memory recognition, N-Back and Flanker tasks. MCA MnV increased from rest to exercise (p<0.01) and was unchanged with addition of cognitive testing during exercise in both normoxia and hypoxia. PFC oxygenation increased during exercise (p<0.05) and was further increased with addition of cognitive challenge in normoxia but decreased during exercise in hypoxia (p<0.05) with further reductions occurring with addition of cognitive tasks (p<0.05). DHEA and NSE increased and decreased post-exercise, respectively, in both normoxia and hypoxia (p<0.01). Accuracy on cognitive tasks was similar in normoxia compared to hypoxia, while RT was slower in hypoxia vs normoxia across memory recognition (p<0.01) and Flanker tasks (p=0.04). Drift-diffusion modeling suggested changes in memory RT were due to increases in caution (p<0.01). Overall cognitive performance is maintained during exercise in hypoxia concomitant with slower RT in select cognitive tasks and reduced oxygenation in the PFC. These changes were accompanied by slight increases in neuro-steroidal modulation but appear independent of changes in NSE, a biomarker of BBB integrity. Maintained accuracy and select increases in RT during hypoxic exercise may be related behavioral changes in caution.
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131
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Kamran MA, Mannan MMN, Jeong MY. Cortical Signal Analysis and Advances in Functional Near-Infrared Spectroscopy Signal: A Review. Front Hum Neurosci 2016; 10:261. [PMID: 27375458 PMCID: PMC4899446 DOI: 10.3389/fnhum.2016.00261] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Accepted: 05/17/2016] [Indexed: 11/16/2022] Open
Abstract
Functional near-infrared spectroscopy (fNIRS) is a non-invasive neuroimaging modality that measures the concentration changes of oxy-hemoglobin (HbO) and de-oxy hemoglobin (HbR) at the same time. It is an emerging cortical imaging modality with a good temporal resolution that is acceptable for brain-computer interface applications. Researchers have developed several methods in last two decades to extract the neuronal activation related waveform from the observed fNIRS time series. But still there is no standard method for analysis of fNIRS data. This article presents a brief review of existing methodologies to model and analyze the activation signal. The purpose of this review article is to give a general overview of variety of existing methodologies to extract useful information from measured fNIRS data including pre-processing steps, effects of differential path length factor (DPF), variations and attributes of hemodynamic response function (HRF), extraction of evoked response, removal of physiological noises, instrumentation, and environmental noises and resting/activation state functional connectivity. Finally, the challenges in the analysis of fNIRS signal are summarized.
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Affiliation(s)
- Muhammad A Kamran
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan, South Korea
| | - Malik M Naeem Mannan
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan, South Korea
| | - Myung Yung Jeong
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan, South Korea
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Alderliesten T, De Vis JB, Lemmers PMA, van Bel F, Benders MJNL, Hendrikse J, Petersen ET. T 2-prepared velocity selective labelling: A novel idea for full-brain mapping of oxygen saturation. Neuroimage 2016; 139:65-73. [PMID: 27291495 DOI: 10.1016/j.neuroimage.2016.06.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2015] [Revised: 06/02/2016] [Accepted: 06/08/2016] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND AND AIM Disturbances in cerebral oxygenation saturation (SO2) have been linked to adverse outcome in adults, children, and neonates. In intensive care, the cerebral SO2 is increasingly being monitored by Near-InfraRed Spectroscopy (NIRS). Unfortunately NIRS has a limited penetration depth. The "modified T2-prepared Blood Imaging of Oxygen Saturation" (T2-BIOS) MR sequence provides a step towards full brain SO2 measurement. MATERIALS AND METHODS Tissue SO2, and venous SO2 (SvO2) were obtained simultaneously by T2-BIOS during a respiratory challenge in ten healthy volunteers. These two measures were compared to SO2 that was obtained by a single probe MR-compatible NIRS setup, and to cerebral blood flow and venous SO2 that were obtained by arterial spin labelling and T2-TRIR, respectively. RESULTS SO2-T2-BIOS and SO2-NIRS had a mean bias of -4.0% (95% CI -21.3% to 13.3%). SvO2-T2-BIOS correlated with SO2-NIRS (R2=0.41, p=0.002) and SvO2-T2-TRIR (R2=0.87, p=0.002). In addition, SO2-NIRS correlated with SvO2-T2-TRIR (R2=0.85, p=0.003) Frontal cerebral blood flow correlated with SO2-T2-BIOS (R2=0.21, p=0.04), but was not significant in relation to SO2-NIRS. DISCUSSION/CONCLUSION Full brain SO2 assessment by any technique may help validating NIRS and may prove useful in guiding the clinical management of patient populations with cerebral injury following hypoxic-ischaemic events. The agreement between NIRS and T2-BIOS provides confidence in measuring cerebral SO2 by either technique. As it stands now, the T2-BIOS represents a novel idea and future work will focus on improvements to make it a reliable tool for SO2 assessment.
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Affiliation(s)
- Thomas Alderliesten
- Department of Neonatology, Wilhelmina Children's Hospital/University Medical Center Utrecht, Room KE04.123.1, PO Box 85090, 3584 AE, Utrecht, The Netherlands.
| | - Jill B De Vis
- Department of Neonatology, Wilhelmina Children's Hospital/University Medical Center Utrecht, Room KE04.123.1, PO Box 85090, 3584 AE, Utrecht, The Netherlands.
| | - Petra M A Lemmers
- Department of Neonatology, Wilhelmina Children's Hospital/University Medical Center Utrecht, Room KE04.123.1, PO Box 85090, 3584 AE, Utrecht, The Netherlands.
| | - Frank van Bel
- Department of Neonatology, Wilhelmina Children's Hospital/University Medical Center Utrecht, Room KE04.123.1, PO Box 85090, 3584 AE, Utrecht, The Netherlands.
| | - Manon J N L Benders
- Department of Neonatology, Wilhelmina Children's Hospital/University Medical Center Utrecht, Room KE04.123.1, PO Box 85090, 3584 AE, Utrecht, The Netherlands.
| | - Jeroen Hendrikse
- Department of Radiology,University Medical Center Utrecht, Room: E.01.132, P.O. Box 85500, 3508 GA Utrecht, The Netherlands.
| | - Esben T Petersen
- Department of Radiology,University Medical Center Utrecht, Room: E.01.132, P.O. Box 85500, 3508 GA Utrecht, The Netherlands; Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital Hvidovre, Denmark.
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Mitra S, Bale G, Meek J, Uria-Avellanal C, Robertson NJ, Tachtsidis I. Relationship Between Cerebral Oxygenation and Metabolism During Rewarming in Newborn Infants After Therapeutic Hypothermia Following Hypoxic-Ischemic Brain Injury. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 923:245-251. [PMID: 27526150 PMCID: PMC6126425 DOI: 10.1007/978-3-319-38810-6_33] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Therapeutic hypothermia (TH) has become a standard of care following hypoxic ischemic encephalopathy (HIE). After TH, body temperature is brought back to 37 °C over 14 h. Lactate/N-acetylasperatate (Lac/NAA) peak area ratio on proton magnetic resonance spectroscopy ((1)H MRS) is the best available outcome biomarker following HIE. We hypothesized that broadband near infrared spectroscopy (NIRS) measured changes in the oxidation state of cytochrome-c-oxidase concentration (Δ[oxCCO]) and cerebral hemodynamics during rewarming would relate to Lac/NAA. Broadband NIRS and systemic data were collected during rewarming from 14 infants following HIE over a mean period of 12.5 h. (1)H MRS was performed on day 5-9. Heart rate increased by 20/min during rewarming while blood pressure and peripheral oxygen saturation (SpO2) remained stable. The relationship between mitochondrial metabolism and oxygenation (measured as Δ[oxCCO] and Δ[HbD], respectively) was calculated by linear regression analysis. This was reviewed in three groups: Lac/NAA values <0.5, 0.5-1, >1. Mean regression coefficient (r (2)) values in these groups were 0.41 (±0.27), 0.22 (±0.21) and 0.01, respectively. The relationship between mitochondrial metabolism and oxygenation became impaired with rising Lac/NAA. Cardiovascular parameters remained stable during rewarming.
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Affiliation(s)
- Subhabrata Mitra
- 0000000121901201grid.83440.3bInstitute for Women’s Health, University College London and Neonatal Unit, University College London Hospitals Trust, London, UK
| | - Gemma Bale
- 0000000121901201grid.83440.3bBiomedical Optics Research Laboratory, Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Judith Meek
- 0000000121901201grid.83440.3bInstitute for Women’s Health, University College London and Neonatal Unit, University College London Hospitals Trust, London, UK
| | - Cristina Uria-Avellanal
- 0000000121901201grid.83440.3bInstitute for Women’s Health, University College London and Neonatal Unit, University College London Hospitals Trust, London, UK
| | - Nicola J. Robertson
- 0000000121901201grid.83440.3bInstitute for Women’s Health, University College London and Neonatal Unit, University College London Hospitals Trust, London, UK
| | - Ilias Tachtsidis
- 0000000121901201grid.83440.3bBiomedical Optics Research Laboratory, Department of Medical Physics and Biomedical Engineering, University College London, London, UK
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Moro SB, Carrieri M, Avola D, Brigadoi S, Lancia S, Petracca A, Spezialetti M, Ferrari M, Placidi G, Quaresima V. A novel semi-immersive virtual reality visuo-motor task activates ventrolateral prefrontal cortex: a functional near-infrared spectroscopy study. J Neural Eng 2016; 13:036002. [PMID: 27001948 DOI: 10.1088/1741-2560/13/3/036002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
OBJECTIVE In the last few years, the interest in applying virtual reality systems for neurorehabilitation is increasing. Their compatibility with neuroimaging techniques, such as functional near-infrared spectroscopy (fNIRS), allows for the investigation of brain reorganization with multimodal stimulation and real-time control of the changes occurring in brain activity. The present study was aimed at testing a novel semi-immersive visuo-motor task (VMT), which has the features of being adopted in the field of neurorehabilitation of the upper limb motor function. APPROACH A virtual environment was simulated through a three-dimensional hand-sensing device (the LEAP Motion Controller), and the concomitant VMT-related prefrontal cortex (PFC) response was monitored non-invasively by fNIRS. Upon the VMT, performed at three different levels of difficulty, it was hypothesized that the PFC would be activated with an expected greater level of activation in the ventrolateral PFC (VLPFC), given its involvement in the motor action planning and in the allocation of the attentional resources to generate goals from current contexts. Twenty-one subjects were asked to move their right hand/forearm with the purpose of guiding a virtual sphere over a virtual path. A twenty-channel fNIRS system was employed for measuring changes in PFC oxygenated-deoxygenated hemoglobin (O2Hb/HHb, respectively). MAIN RESULTS A VLPFC O2Hb increase and a concomitant HHb decrease were observed during the VMT performance, without any difference in relation to the task difficulty. SIGNIFICANCE The present study has revealed a particular involvement of the VLPFC in the execution of the novel proposed semi-immersive VMT adoptable in the neurorehabilitation field.
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Affiliation(s)
- Sara Basso Moro
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
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Tak S, Uga M, Flandin G, Dan I, Penny WD. Sensor space group analysis for fNIRS data. J Neurosci Methods 2016; 264:103-112. [PMID: 26952847 PMCID: PMC4840017 DOI: 10.1016/j.jneumeth.2016.03.003] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Revised: 03/02/2016] [Accepted: 03/03/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND Functional near-infrared spectroscopy (fNIRS) is a method for monitoring hemoglobin responses using optical probes placed on the scalp. fNIRS spatial resolution is limited by the distance between channels defined as a pair of source and detector, and channel positions are often inconsistent across subjects. These challenges can lead to less accurate estimate of group level effects from channel-specific measurements. NEW METHOD This paper addresses this shortcoming by applying random-effects analysis using summary statistics to interpolated fNIRS topographic images. Specifically, we generate individual contrast images containing the experimental effects of interest in a canonical scalp surface. Random-effects analysis then allows for making inference about the regionally specific effects induced by (potentially) multiple experimental factors in a population. RESULTS We illustrate the approach using experimental data acquired during a colour-word matching Stroop task, and show that left frontopolar regions are significantly activated in a population during Stroop effects. This result agrees with previous neuroimaging findings. COMPARED WITH EXISTING METHODS The proposed methods (i) address potential misalignment of sensor locations between subjects using spatial interpolation; (ii) produce experimental effects of interest either on a 2D regular grid or on a 3D triangular mesh, both representations of a canonical scalp surface; and (iii) enables one to infer population effects from fNIRS data using a computationally efficient summary statistic approach (random-effects analysis). Significance of regional effects is assessed using random field theory. CONCLUSIONS In this paper, we have shown how fNIRS data from multiple subjects can be analysed in sensor space using random-effects analysis.
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Affiliation(s)
- S Tak
- Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London WC1N 3BG, UK.
| | - M Uga
- Jichi Medical University, Center for Development of Advanced Medical Technology, 3311-1 Yakushiji, Shimotsuke, Tochigi 329-0498, Japan; Chuo University, Applied Cognitive Neuroscience Laboratory, 1-13-27 Kasuga, Bunkyo, Tokyo 112-8551, Japan
| | - G Flandin
- Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London WC1N 3BG, UK
| | - I Dan
- Jichi Medical University, Center for Development of Advanced Medical Technology, 3311-1 Yakushiji, Shimotsuke, Tochigi 329-0498, Japan; Chuo University, Applied Cognitive Neuroscience Laboratory, 1-13-27 Kasuga, Bunkyo, Tokyo 112-8551, Japan
| | - W D Penny
- Wellcome Trust Centre for Neuroimaging, University College London, 12 Queen Square, London WC1N 3BG, UK.
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Human Auditory and Adjacent Nonauditory Cerebral Cortices Are Hypermetabolic in Tinnitus as Measured by Functional Near-Infrared Spectroscopy (fNIRS). Neural Plast 2016; 2016:7453149. [PMID: 27042360 PMCID: PMC4793139 DOI: 10.1155/2016/7453149] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2015] [Revised: 01/26/2016] [Accepted: 02/07/2016] [Indexed: 12/29/2022] Open
Abstract
Tinnitus is the phantom perception of sound in the absence of an acoustic stimulus. To date, the purported neural correlates of tinnitus from animal models have not been adequately characterized with translational technology in the human brain. The aim of the present study was to measure changes in oxy-hemoglobin concentration from regions of interest (ROI; auditory cortex) and non-ROI (adjacent nonauditory cortices) during auditory stimulation and silence in participants with subjective tinnitus appreciated equally in both ears and in nontinnitus controls using functional near-infrared spectroscopy (fNIRS). Control and tinnitus participants with normal/near-normal hearing were tested during a passive auditory task. Hemodynamic activity was monitored over ROI and non-ROI under episodic periods of auditory stimulation with 750 or 8000 Hz tones, broadband noise, and silence. During periods of silence, tinnitus participants maintained increased hemodynamic responses in ROI, while a significant deactivation was seen in controls. Interestingly, non-ROI activity was also increased in the tinnitus group as compared to controls during silence. The present results demonstrate that both auditory and select nonauditory cortices have elevated hemodynamic activity in participants with tinnitus in the absence of an external auditory stimulus, a finding that may reflect basic science neural correlates of tinnitus that ultimately contribute to phantom sound perception.
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137
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Harrivel AR, Weissman DH, Noll DC, Huppert T, Peltier SJ. Dynamic filtering improves attentional state prediction with fNIRS. BIOMEDICAL OPTICS EXPRESS 2016; 7:979-1002. [PMID: 27231602 PMCID: PMC4866469 DOI: 10.1364/boe.7.000979] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2016] [Revised: 02/12/2016] [Accepted: 02/14/2016] [Indexed: 05/23/2023]
Abstract
Brain activity can predict a person's level of engagement in an attentional task. However, estimates of brain activity are often confounded by measurement artifacts and systemic physiological noise. The optimal method for filtering this noise - thereby increasing such state prediction accuracy - remains unclear. To investigate this, we asked study participants to perform an attentional task while we monitored their brain activity with functional near infrared spectroscopy (fNIRS). We observed higher state prediction accuracy when noise in the fNIRS hemoglobin [Hb] signals was filtered with a non-stationary (adaptive) model as compared to static regression (84% ± 6% versus 72% ± 15%).
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Affiliation(s)
- Angela R. Harrivel
- Crew Systems & Aviation Operations Branch, NASA Langley Research Center, Hampton, VA, 23681, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
- Functional MRI Laboratory, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Daniel H. Weissman
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Douglas C. Noll
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
- Functional MRI Laboratory, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Theodore Huppert
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA, 15213, USA
| | - Scott J. Peltier
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
- Functional MRI Laboratory, University of Michigan, Ann Arbor, MI, 48109, USA
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138
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Lin TY, Wu JS, Lin LL, Ho TC, Lin PY, Chen JJJ. Assessments of Muscle Oxygenation and Cortical Activity Using Functional Near-infrared Spectroscopy in Healthy Adults During Hybrid Activation. IEEE Trans Neural Syst Rehabil Eng 2016; 24:1-9. [DOI: 10.1109/tnsre.2015.2429655] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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139
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Torres Filho I, Nguyen NM, Jivani R, Terner J, Romfh P, Vakhshoori D, Ward KR. Oxygen saturation monitoring using resonance Raman spectroscopy. J Surg Res 2015; 201:425-31. [PMID: 27020828 DOI: 10.1016/j.jss.2015.12.001] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2015] [Revised: 12/02/2015] [Accepted: 12/04/2015] [Indexed: 11/13/2022]
Abstract
BACKGROUND The knowledge of hemoglobin oxygen saturation (SO2) and tissue oxygenation is critical to identify the presence of shock and therapeutic options. The resonance vibrational enhancement of hemoglobin allows measurement of oxy- and deoxy species of hemoglobin and resonance Raman spectroscopy (RRS-StO2) has been successfully used to measure aggregate microvascular oxygenation. We tested the hypothesis that noninvasive oxygen saturation measured by RRS-StO2 could serve as surrogate of systemic central venous SO2. METHODS In anesthetized rats, measurements of RRS-StO2 made in oral mucosa, skin, muscle, and liver were compared with measurements of central venous SO2 using traditional multi-wavelength oximetry. Various oxygenation levels were obtained using a stepwise hemorrhage while over 100 paired blood samples and Raman-based measurements were performed. The relationships between RRS-StO2 and clinically important systemic blood parameters were also evaluated. RRS-StO2 measurements were made in 3-mm diameter tissue areas using a microvascular oximeter and a handheld probe. RESULTS Significant correlations were found between venous SO2 and RRS-StO2 measurements made in the oral mucosa (r = 0.913, P < 0.001), skin (r = 0.499, P < 0.01), and liver (r = 0.611, P < 0.05). The mean difference between sublingual RRS-StO2 and blood sample SO2 values was 5.4 ± 1.6%. Sublingual RRS-StO2 also correlated with lactate (r = 0.909, P < 0.01), potassium (r = 0.757, P < 0.01), and pH (r = 0.703, P < 0.05). CONCLUSIONS Raman-based oxygen saturation is a promising technique for the noninvasive evaluation of oxygenation in skin, thin tissues, and solid organs. Under certain conditions, sublingual RRS-StO2 measurements correlate with central venous SO2.
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Affiliation(s)
- Ivo Torres Filho
- Department of Anesthesiology, Virginia Commonwealth University and the Virginia Commonwealth University Reanimation Engineering Science Center, Richmond, Virginia; Department of Emergency Medicine, Virginia Commonwealth University and the Virginia Commonwealth University Reanimation Engineering Science Center, Richmond, Virginia; Damage Control Resuscitation, U.S. Army Institute of Surgical Research, Fort Sam Houston, Texas.
| | - Nguyen M Nguyen
- Department of Anesthesiology, Virginia Commonwealth University and the Virginia Commonwealth University Reanimation Engineering Science Center, Richmond, Virginia
| | - Rizwan Jivani
- Department of Anesthesiology, Virginia Commonwealth University and the Virginia Commonwealth University Reanimation Engineering Science Center, Richmond, Virginia
| | - James Terner
- Department of Chemistry, Virginia Commonwealth University and the Virginia Commonwealth University Reanimation Engineering Science Center, Richmond, Virginia
| | | | | | - Kevin R Ward
- Department of Emergency Medicine and the Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, Michigan
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140
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The Influence of Music on Prefrontal Cortex during Episodic Encoding and Retrieval of Verbal Information: A Multichannel fNIRS Study. Behav Neurol 2015; 2015:707625. [PMID: 26508813 PMCID: PMC4609813 DOI: 10.1155/2015/707625] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Revised: 05/02/2015] [Accepted: 05/11/2015] [Indexed: 11/24/2022] Open
Abstract
Music can be thought of as a complex stimulus able to enrich the encoding of an event thus boosting its subsequent retrieval. However, several findings suggest that music can also interfere with memory performance. A better understanding of the behavioral and neural processes involved can substantially improve knowledge and shed new light on the most efficient music-based interventions. Based on fNIRS studies on music, episodic encoding, and the dorsolateral prefrontal cortex (PFC), this work aims to extend previous findings by monitoring the entire lateral PFC during both encoding and retrieval of verbal material. Nineteen participants were asked to encode lists of words presented with either background music or silence and subsequently tested during a free recall task. Meanwhile, their PFC was monitored using a 48-channel fNIRS system. Behavioral results showed greater chunking of words under the music condition, suggesting the employment of associative strategies for items encoded with music. fNIRS results showed that music provided a less demanding way of modulating both episodic encoding and retrieval, with a general prefrontal decreased activity under the music versus silence condition. This suggests that music-related memory processes rely on specific neural mechanisms and that music can positively influence both episodic encoding and retrieval of verbal information.
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141
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Piao D, Barbour RL, Graber HL, Lee DC. On the geometry dependence of differential pathlength factor for near-infrared spectroscopy. I. Steady-state with homogeneous medium. JOURNAL OF BIOMEDICAL OPTICS 2015; 20:105005. [PMID: 26465613 PMCID: PMC4881291 DOI: 10.1117/1.jbo.20.10.105005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 08/28/2015] [Indexed: 05/03/2023]
Abstract
This work analytically examines some dependences of the differential pathlength factor (DPF) for steady-state photon diffusion in a homogeneous medium on the shape, dimension, and absorption and reduced scattering coefficients of the medium. The medium geometries considered include a semi-infinite geometry, an infinite-length cylinder evaluated along the azimuthal direction, and a sphere. Steady-state photon fluence rate in the cylinder and sphere geometries is represented by a form involving the physical source, its image with respect to the associated extrapolated half-plane, and a radius-dependent term, leading to simplified formula for estimating the DPFs. With the source-detector distance and medium optical properties held fixed across all three geometries, and equal radii for the cylinder and sphere, the DPF is the greatest in the semi-infinite and the smallest in the sphere geometry. When compared to the results from finite-element method, the DPFs analytically estimated for 10 to 25 mm source–detector separations on a sphere of 50 mm radius with μa=0.01 mm(−1) and μ′s=1.0 mm(−1) are on average less than 5% different. The approximation for sphere, generally valid for a diameter≥20 times of the effective attenuation pathlength, may be useful for rapid estimation of DPFs in near-infrared spectroscopy of an infant head and for short source–detector separation.
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Affiliation(s)
- Daqing Piao
- Oklahoma State University, School of Electrical and Computer Engineering, Stillwater, Oklahoma 74078, United States
- Address all correspondence to: Daqing Piao, E-mail:
| | - Randall L. Barbour
- SUNY Downstate Medical Center, Department of Pathology, Brooklyn, New York 11203, United States
- NIRx Medical Technologies LLC, Glen Head, New York 11545, United States
| | - Harry L. Graber
- NIRx Medical Technologies LLC, Glen Head, New York 11545, United States
| | - Daniel C. Lee
- University of Oklahoma College of Medicine, Department of Surgery, Oklahoma City, Oklahoma 73104, United States
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142
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Laguë-Beauvais M, Fraser SA, Desjardins-Crépeau L, Castonguay N, Desjardins M, Lesage F, Bherer L. Shedding light on the effect of priority instructions during dual-task performance in younger and older adults: A fNIRS study. Brain Cogn 2015; 98:1-14. [DOI: 10.1016/j.bandc.2015.05.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2013] [Revised: 10/04/2014] [Accepted: 05/12/2015] [Indexed: 11/17/2022]
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143
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Kamran MA, Jeong MY, Mannan MMN. Optimal hemodynamic response model for functional near-infrared spectroscopy. Front Behav Neurosci 2015; 9:151. [PMID: 26136668 PMCID: PMC4468613 DOI: 10.3389/fnbeh.2015.00151] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2015] [Accepted: 05/23/2015] [Indexed: 11/13/2022] Open
Abstract
Functional near-infrared spectroscopy (fNIRS) is an emerging non-invasive brain imaging technique and measures brain activities by means of near-infrared light of 650-950 nm wavelengths. The cortical hemodynamic response (HR) differs in attributes at different brain regions and on repetition of trials, even if the experimental paradigm is kept exactly the same. Therefore, an HR model that can estimate such variations in the response is the objective of this research. The canonical hemodynamic response function (cHRF) is modeled by two Gamma functions with six unknown parameters (four of them to model the shape and other two to scale and baseline respectively). The HRF model is supposed to be a linear combination of HRF, baseline, and physiological noises (amplitudes and frequencies of physiological noises are supposed to be unknown). An objective function is developed as a square of the residuals with constraints on 12 free parameters. The formulated problem is solved by using an iterative optimization algorithm to estimate the unknown parameters in the model. Inter-subject variations in HRF and physiological noises have been estimated for better cortical functional maps. The accuracy of the algorithm has been verified using 10 real and 15 simulated data sets. Ten healthy subjects participated in the experiment and their HRF for finger-tapping tasks have been estimated and analyzed. The statistical significance of the estimated activity strength parameters has been verified by employing statistical analysis (i.e., t-value > t critical and p-value < 0.05).
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Affiliation(s)
- Muhammad A Kamran
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan, Korea
| | - Myung Yung Jeong
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan, Korea
| | - Malik M N Mannan
- Department of Cogno-Mechatronics Engineering, Pusan National University Busan, Korea
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144
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Alexandre F, Derosiere G, Papaiordanidou M, Billot M, Varray A. Cortical motor output decreases after neuromuscular fatigue induced by electrical stimulation of the plantar flexor muscles. Acta Physiol (Oxf) 2015; 214:124-34. [PMID: 25740017 DOI: 10.1111/apha.12478] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2014] [Revised: 07/29/2014] [Accepted: 03/02/2015] [Indexed: 11/30/2022]
Abstract
AIM Neuromuscular electrical stimulation (NMES) causes early onset of neuromuscular fatigue. Peripheral electrophysiological explorations suggest that supra-spinal alterations are involved through sensitive afferent pathways. As sensory input is projected over the primary somatosensory cortex (S1), S1 area involvement in inhibiting the central motor drive can be hypothesized. This study assessed cortical activity under a fatiguing NMES protocol at low frequency. METHODS Twenty healthy males performed five NMES sequences of 17 trains over the plantar flexors (30 Hz, 4 s on/6 s off). Before and after each sequence, neuromuscular tests composed of maximal voluntary contractions (MVCs) were carried out. Cortical activity was assessed during MVCs with functional near-infrared spectroscopy over S1 and primary motor (M1) areas, through oxy- [HbO] and deoxy-haemoglobin [HbR] variation. Electrophysiological data (H-reflex during MVC, EMG activity and level of voluntary activation) were also recorded. RESULTS MVC torque significantly decreased after the first 17 NMES trains (P < 0.001). The electrophysiological data were consistent with supra-spinal alterations. In addition, [HbO] declined significantly during the protocol over the S1 and M1 areas from the first 17 NMES trains (P < 0.01 and P < 0.001 respectively), while [HbR] increased (P < 0.05 and P < 0.01 respectively), indicating early decline in cortical activity over both primary cortical areas. CONCLUSIONS The declining cortical activity over the M1 area is highly consistent with the electrophysiological findings and supports motor cortex involvement in the loss of force after a fatiguing NMES protocol. In addition, the declining cortical activity over the S1 area indicates that the decreased motor output from M1 is not due to increased S1 inhibitory activity.
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Affiliation(s)
- F. Alexandre
- Movement To Health; Euromov; Montpellier University; Montpellier France
- Fontalvie; Clinique du Souffle ‘la Vallonie’; Lodève France
| | - G. Derosiere
- Movement To Health; Euromov; Montpellier University; Montpellier France
- Biomedical Engineering Research Group; National University of Ireland; Maynooth Ireland
| | - M. Papaiordanidou
- Movement To Health; Euromov; Montpellier University; Montpellier France
- Institut des Sciences du Mouvement; Aix-Marseille University; Marseille France
| | - M. Billot
- Movement To Health; Euromov; Montpellier University; Montpellier France
| | - A. Varray
- Movement To Health; Euromov; Montpellier University; Montpellier France
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145
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Haigh S, Cooper N, Wilkins A. Cortical excitability and the shape of the haemodynamic response. Neuroimage 2015; 111:379-84. [DOI: 10.1016/j.neuroimage.2015.02.034] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2014] [Revised: 01/14/2015] [Accepted: 02/16/2015] [Indexed: 11/29/2022] Open
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146
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Weyand S, Schudlo L, Takehara-Nishiuchi K, Chau T. Usability and performance-informed selection of personalized mental tasks for an online near-infrared spectroscopy brain-computer interface. NEUROPHOTONICS 2015; 2:025001. [PMID: 26158005 PMCID: PMC4478988 DOI: 10.1117/1.nph.2.2.025001] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 04/10/2015] [Indexed: 05/29/2023]
Abstract
Brain-computer interfaces (BCIs) allow individuals to use only cognitive activities to interact with their environment. The widespread use of BCIs is limited, due in part to their lack of user-friendliness. The main goal of this work was to develop a more user-centered BCI and determine if: (1) individuals can acquire control of an online near-infrared spectroscopy BCI via usability and performance-informed selection of mental tasks without compromising classification accuracy and (2) the combination of usability and performance-informed selection of mental tasks yields subjective ease-of-use ratings that exceed those attainable with prescribed mental tasks. Twenty able-bodied participants were recruited. Half of the participants served as a control group, using the state-of-the-art prescribed mental strategies. The other half of the participants comprised the study group, choosing their own personalized mental strategies out of eleven possible tasks. It was concluded that users were, in fact, able to acquire control of the more user-centered BCI without a significant change in accuracy compared to the prescribed task BCI. Furthermore, the personalized BCI yielded higher subjective ease-of-use ratings than the prescribed BCI. Average online accuracies of [Formula: see text] and [Formula: see text] were achieved by the personalized and prescribed mental task groups, respectively.
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Affiliation(s)
- Sabine Weyand
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada
- University of Toronto, Institute of Biomaterials and Biomedical Engineering, Ontario M5S 3G9, Canada
| | - Larissa Schudlo
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada
- University of Toronto, Institute of Biomaterials and Biomedical Engineering, Ontario M5S 3G9, Canada
| | | | - Tom Chau
- Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital, Toronto, Ontario M4G 1R8, Canada
- University of Toronto, Institute of Biomaterials and Biomedical Engineering, Ontario M5S 3G9, Canada
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147
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Jeppesen J, Beniczky S, Johansen P, Sidenius P, Fuglsang-Frederiksen A. Exploring the capability of wireless near infrared spectroscopy as a portable seizure detection device for epilepsy patients. Seizure 2015; 26:43-8. [DOI: 10.1016/j.seizure.2015.01.015] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Revised: 01/23/2015] [Accepted: 01/25/2015] [Indexed: 10/24/2022] Open
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148
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The physiological responses to repeated upper-body sprint exercise in highly trained athletes. Eur J Appl Physiol 2015; 115:1381-91. [DOI: 10.1007/s00421-015-3128-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2014] [Accepted: 02/07/2015] [Indexed: 10/24/2022]
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149
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Developmental patterns of expressive language hemispheric lateralization in children, adolescents and adults using functional near-infrared spectroscopy. Neuropsychologia 2015; 68:117-25. [DOI: 10.1016/j.neuropsychologia.2015.01.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 01/05/2015] [Accepted: 01/07/2015] [Indexed: 12/29/2022]
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150
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Acute exercise stress reveals cerebrovascular benefits associated with moderate gains in cardiorespiratory fitness. J Cereb Blood Flow Metab 2014; 34:1873-6. [PMID: 25269518 PMCID: PMC4269737 DOI: 10.1038/jcbfm.2014.142] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Accepted: 06/30/2014] [Indexed: 12/17/2022]
Abstract
Elevated cardiorespiratory fitness improves resting cerebral perfusion, although to what extent this is further amplified during acute exposure to exercise stress and the corresponding implications for cerebral oxygenation remain unknown. To examine this, we recruited 12 moderately active and 12 sedentary healthy males. Middle cerebral artery blood velocity (MCAv) and prefrontal cortical oxyhemoglobin (cO(2)Hb) concentration were monitored continuously at rest and throughout an incremental cycling test to exhaustion. Despite a subtle elevation in the maximal oxygen uptake (active: 52±9 ml/kg per minute versus sedentary: 33±5 ml/kg per minute, P<0.05), resting MCAv was not different between groups. However, more marked increases in both MCAv (+28±13% versus +18±6%, P<0.05) and cO(2)Hb (+5±4% versus -2±3%, P<0.05) were observed in the active group during the transition from low- to moderate-intensity exercise. Collectively, these findings indicate that the long-term benefits associated with moderate increase in physical activity are not observed in the resting state and only become apparent when the cerebrovasculature is challenged by acute exertional stress. This has important clinical implications when assessing the true extent of cerebrovascular adaptation.
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