Whole-Head Functional Near-Infrared Spectroscopy as an Ecological Monitoring Tool for Assessing Cortical Activity in Parkinson's Disease Patients at Different Stages.
Parkinson Disease
brain activation mapping
clinical fNIRS translation
continuous wave functional near-infrared spectroscopy
functional near-infrared signal processing
hemispheric hemodynamic response
motor tasks
rehabilitation monitoring
Journal
International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791
Informations de publication
Date de publication:
28 Nov 2022
28 Nov 2022
Historique:
received:
05
09
2022
revised:
18
11
2022
accepted:
22
11
2022
entrez:
11
12
2022
pubmed:
12
12
2022
medline:
15
12
2022
Statut:
epublish
Résumé
Functional near-infrared spectroscopy (fNIRS) is increasingly employed as an ecological neuroimaging technique in assessing age-related chronic neurological disorders, such as Parkinson's disease (PD), mainly providing a cross-sectional characterization of clinical phenotypes in ecological settings. Current fNIRS studies in PD have investigated the effects of motor and non-motor impairment on cortical activity during gait and postural stability tasks, but no study has employed fNIRS as an ecological neuroimaging tool to assess PD at different stages. Therefore, in this work, we sought to investigate the cortical activity of PD patients during a motor grasping task and its relationship with both the staging of the pathology and its clinical variables. This study considered 39 PD patients (age 69.0 ± 7.64, 38 right-handed), subdivided into two groups at different stages by the Hoehn and Yahr (HY) scale: early PD (ePD; N = 13, HY = [1; 1.5]) and moderate PD (mPD; N = 26, HY = [2; 2.5; 3]). We employed a whole-head fNIRS system with 102 measurement channels to monitor brain activity. Group-level activation maps and region of interest (ROI) analysis were computed for ePD, mPD, and ePD vs. mPD contrasts. A ROI-based correlation analysis was also performed with respect to contrasted subject-level fNIRS data, focusing on age, a Cognitive Reserve Index questionnaire (CRIQ), disease duration, the Unified Parkinson's Disease Rating Scale (UPDRS), and performances in the Stroop Color and Word (SCW) test. We observed group differences in age, disease duration, and the UPDRS, while no significant differences were found for CRIQ or SCW scores. Group-level activation maps revealed that the ePD group presented higher activation in motor and occipital areas than the mPD group, while the inverse trend was found in frontal areas. Significant correlations with CRIQ, disease duration, the UPDRS, and the SCW were mostly found in non-motor areas. The results are in line with current fNIRS and functional and anatomical MRI scientific literature suggesting that non-motor areas-primarily the prefrontal cortex area-provide a compensation mechanism for PD motor impairment. fNIRS may serve as a viable support for the longitudinal assessment of therapeutic and rehabilitation procedures, and define new prodromal, low-cost, and ecological biomarkers of disease progression.
Identifiants
pubmed: 36499223
pii: ijms232314897
doi: 10.3390/ijms232314897
pmc: PMC9736501
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Références
Neuroimage. 2014 Jan 15;85 Pt 1:1-5
pubmed: 24321364
Comput Intell Neurosci. 2011;2011:879716
pubmed: 21584256
Front Neurol. 2020 Aug 26;11:831
pubmed: 32982906
Appl Opt. 2009 Apr 1;48(10):D280-98
pubmed: 19340120
Funct Neurol. 2013 Apr-May;28(2):73-82
pubmed: 24125556
Chin Neurosurg J. 2021 Jul 5;7(1):34
pubmed: 34225815
J Physiol. 2005 Jan 15;562(Pt 2):605-15
pubmed: 15513939
Diagnostics (Basel). 2020 Aug 12;10(8):
pubmed: 32806516
PLoS One. 2013 Aug 01;8(8):e66319
pubmed: 23936292
Neuroimage. 2014 Jan 15;85 Pt 1:535-46
pubmed: 23558099
Maturitas. 2018 Jul;113:53-72
pubmed: 29903649
Rev Neurosci. 2021 Aug 30;33(2):213-226
pubmed: 34461010
Pilot Feasibility Stud. 2016 Sep 23;2:59
pubmed: 27965875
Neurophotonics. 2021 Jan;8(1):012101
pubmed: 33442557
Neurosci Biobehav Rev. 2017 Dec;83:160-172
pubmed: 29017917
Neurorehabil Neural Repair. 2016 Nov;30(10):963-971
pubmed: 27221042
Neurophotonics. 2016 Jan;3(1):010401
pubmed: 26989756
Neurocase. 2016 Aug;22(4):369-78
pubmed: 27337498
Gait Posture. 2018 May;62:384-387
pubmed: 29626840
Neuroimage. 2014 Jan 15;85 Pt 1:72-91
pubmed: 23774396
Neurol Sci. 2015 Feb;36(2):209-14
pubmed: 25139107
Neurophotonics. 2017 Oct;4(4):041411
pubmed: 28840162
Neuroimage. 2012 Sep;62(3):1999-2006
pubmed: 22634215
Physiol Meas. 2012 Feb;33(2):259-70
pubmed: 22273765
Clin Med (Lond). 2016 Aug;16(4):371-5
pubmed: 27481384
Qual Life Res. 2013 Sep;22(7):1717-27
pubmed: 23184421
Neurorehabil Neural Repair. 2018 Mar;32(3):200-208
pubmed: 29546797
J Neurol. 2021 Feb;268(2):658-668
pubmed: 32902733
Sci Rep. 2021 Jan 22;11(1):2138
pubmed: 33483554
J Neurol. 2015;262(4):899-908
pubmed: 25636682
J Neurol Neurosurg Psychiatry. 1999 Dec;67(6):769-73
pubmed: 10567495
Aging Clin Exp Res. 2012 Jun;24(3):218-26
pubmed: 21691143
Neurophotonics. 2015 Apr;2(2):020801
pubmed: 26157991
Algorithms. 2018 May;11(5):
pubmed: 30906511
Clin Park Relat Disord. 2021 Dec 16;6:100128
pubmed: 34988428
Brain Topogr. 2017 Jul;30(4):531-538
pubmed: 28439757
Brain Sci. 2021 Feb 26;11(3):
pubmed: 33652706
Neuroimage. 2014 Jan 15;85 Pt 1:6-27
pubmed: 23684868
Mov Disord. 2015 Oct;30(12):1591-601
pubmed: 26474316
Front Neurol. 2019 Feb 05;10:58
pubmed: 30804877
Neurophotonics. 2016 Jul;3(3):031405
pubmed: 27054143
Front Hum Neurosci. 2018 Jan 08;11:641
pubmed: 29358912
Phys Med Biol. 1988 Dec;33(12):1433-42
pubmed: 3237772
Front Hum Neurosci. 2016 Dec 12;10:629
pubmed: 28018196
Neurophotonics. 2016 Apr;3(2):025006
pubmed: 27335888
Front Hum Neurosci. 2019 Jan 11;12:505
pubmed: 30687038
Neuroimage. 2007 Feb 15;34(4):1600-11
pubmed: 17207640
Neurorehabil Neural Repair. 2021 May;35(5):406-418
pubmed: 33754884
Neurorehabil Neural Repair. 2020 Dec;34(12):1088-1098
pubmed: 33155508
Nat Photonics. 2014 Jun;8(6):448-454
pubmed: 25083161
Neurorehabil Neural Repair. 2017 May;31(5):402-412
pubmed: 28196453
Cereb Cortex. 2022 Mar 26;:
pubmed: 35348637
Front Neurol. 2019 May 22;10:536
pubmed: 31191434
Ther Adv Neurol Disord. 2019 Mar 21;12:1756286419838354
pubmed: 30923574
Brain Res. 2016 Feb 15;1633:126-138
pubmed: 26551767
Biomed Opt Express. 2016 Jul 22;7(8):3078-88
pubmed: 27570699
Neurophotonics. 2016 Jul;3(3):031414
pubmed: 27429995
Biomed Opt Express. 2013 Jul 17;4(8):1366-79
pubmed: 24009999
Biomed Eng Online. 2013 Apr 30;12:38
pubmed: 23631798
Gait Posture. 2022 Jan;91:247-253
pubmed: 34775227
Neurophotonics. 2021 Apr;8(2):025010
pubmed: 35106319
Mov Disord. 2004 Sep;19(9):1020-8
pubmed: 15372591
Neuroimage. 2014 Jan 15;85 Pt 1:92-103
pubmed: 23891905
IEEE Trans Med Imaging. 1998 Jun;17(3):463-8
pubmed: 9735909