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Sigurdsson HP, Alcock L, Firbank M, Wilson R, Brown P, Maxwell R, Bennett E, Pavese N, Brooks DJ, Rochester L. Developing a novel dual-injection FDG-PET imaging methodology to study the functional neuroanatomy of gait. Neuroimage 2024; 288:120531. [PMID: 38331333 DOI: 10.1016/j.neuroimage.2024.120531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Revised: 01/26/2024] [Accepted: 02/05/2024] [Indexed: 02/10/2024] Open
Abstract
Gait is an excellent indicator of physical, emotional, and mental health. Previous studies have shown that gait impairments in ageing are common, but the neural basis of these impairments are unclear. Existing methodologies are suboptimal and novel paradigms capable of capturing neural activation related to real walking are needed. In this study, we used a hybrid PET/MR system and measured glucose metabolism related to both walking and standing with a dual-injection paradigm in a single study session. For this study, 15 healthy older adults (10 females, age range: 60.5-70.7 years) with normal cognition were recruited from the community. Each participant received an intravenous injection of [18F]-2-fluoro-2-deoxyglucose (FDG) before engaging in two distinct tasks, a static postural control task (standing) and a walking task. After each task, participants were imaged. To discern independent neural functions related to walking compared to standing, we applied a bespoke dose correction to remove the residual 18F signal of the first scan (PETSTAND) from the second scan (PETWALK) and proportional scaling to the global mean, cerebellum, or white matter (WM). Whole-brain differences in walking-elicited neural activity measured with FDG-PET were assessed using a one-sample t-test. In this study, we show that a dual-injection paradigm in healthy older adults is feasible with biologically valid findings. Our results with a dose correction and scaling to the global mean showed that walking, compared to standing, increased glucose consumption in the cuneus (Z = 7.03), the temporal gyrus (Z = 6.91) and the orbital frontal cortex (Z = 6.71). Subcortically, we observed increased glucose metabolism in the supraspinal locomotor network including the thalamus (Z = 6.55), cerebellar vermis and the brainstem (pedunculopontine/mesencephalic locomotor region). Exploratory analyses using proportional scaling to the cerebellum and WM returned similar findings. Here, we have established the feasibility and tolerability of a novel method capable of capturing neural activations related to actual walking and extended previous knowledge including the recruitment of brain regions involved in sensory processing. Our paradigm could be used to explore pathological alterations in various gait disorders.
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Affiliation(s)
- Hilmar P Sigurdsson
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK.
| | - Lisa Alcock
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University and The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Michael Firbank
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK
| | - Ross Wilson
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK
| | - Philip Brown
- National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University and The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Ross Maxwell
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK
| | | | - Nicola Pavese
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; Department of Nuclear Medicine and PET, Institute of Clinical Medicine, Aarhus University, Denmark
| | - David J Brooks
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; Department of Nuclear Medicine and PET, Institute of Clinical Medicine, Aarhus University, Denmark
| | - Lynn Rochester
- Clinical Ageing Research Unit, Translational and Clinical Research Institute, Faculty of Medical Sciences, Campus for Aging and Vitality, Newcastle University, Newcastle Upon Tyne NE4 5PL, UK; National Institute for Health and Care Research (NIHR) Newcastle Biomedical Research Centre (BRC), Newcastle University and The Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
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Yoon JA, Kong IJ, Choi I, Cha J, Baek JY, Choi J, Shin YB, Shin MJ, Lee YM. Correlation between cerebral hemodynamic functional near-infrared spectroscopy and positron emission tomography for assessing mild cognitive impairment and Alzheimer's disease: An exploratory study. PLoS One 2023; 18:e0285013. [PMID: 37561711 PMCID: PMC10414577 DOI: 10.1371/journal.pone.0285013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 04/13/2023] [Indexed: 08/12/2023] Open
Abstract
This study was performed to investigate the usefulness of functional near-infrared spectroscopy (fNIRS) by conducting a comparative analysis of hemodynamic activation detected by fNIRS and positron emission tomography (PET) and magnetic resonance imaging (MRI) in patients with mild cognitive impairment (MCI) and Alzheimer's disease (AD). Participants were divided into four groups: the subjective memory impairment (SMI), amnestic MCI (aMCI), non-amnestic MCI (naMCI), and AD groups. We recorded the hemodynamic response during the semantic verbal fluency task (SVFT) using a commercial wireless continuous-wave NIRS system. The correlation between the parameters of the neuroimaging assessments among the groups was analyzed. Region of interest-based comparisons showed that the four groups had significantly different hemodynamic responses during SVFT in the bilateral dorsolateral prefrontal cortex (DLPFC). The linear mixed effect model result indicates that the mean ΔHbO2 from the bilateral DLPFC regions showed a significant positive correlation to the overall FDG-PET after controlling for age and group differences in the fNIRS signals. Amyloid PET signals tended to better differentiate the AD group from other groups, and fNIRS signals tended to better differentiate the SMI group from other groups. In addition, a comparison between the group pairs revealed a mirrored pattern between the hippocampal volume and hemodynamic response in the DLPFC. The hemodynamic response detected by fNIRS showed a significant correlation with metabolic and anatomical changes associated with disease progression. Therefore, fNIRS may be considered as a screening tool to predict the hemodynamic and metabolic statuses of the brain in patients with MCI and AD.
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Affiliation(s)
- Jin A. Yoon
- Department of Rehabilitation Medicine, Pusan National University School of Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
| | - In Joo Kong
- Department of Rehabilitation Medicine, Pusan National University School of Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
| | | | | | | | | | - Yong Beom Shin
- Department of Rehabilitation Medicine, Pusan National University School of Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
| | - Myung Jun Shin
- Department of Rehabilitation Medicine, Pusan National University School of Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
| | - Young-Min Lee
- Department of Psychiatry, Pusan National University School of Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, Republic of Korea
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Burlando B, Mucci V, Browne CJ, Losacco S, Indovina I, Marinelli L, Blanchini F, Giordano G. Mal de Debarquement Syndrome explained by a vestibulo-cerebellar oscillator. Math Med Biol 2023; 40:96-110. [PMID: 36469499 DOI: 10.1093/imammb/dqac016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 10/25/2022] [Indexed: 12/12/2022]
Abstract
Mal de Debarquement Syndrome (MdDS) is a puzzling central vestibular disorder characterized by a long-lasting perception of oscillatory postural instability that may occur after sea travels or flights. We have postulated that MdDS originates from the post-disembarking persistence of an adaptive internal oscillator consisting of a loop system, involving the right and left vestibular nuclei, and the Purkinje cells of the right and left flocculonodular cerebellar cortex, connected by GABAergic and glutamatergic fibers. We have formulated here a mathematical model of the vestibulo-cerebellar loop system and carried out a computational analysis based on a set of differential equations describing the interactions among the loop elements and containing Hill functions that model input-output firing rates relationships among neurons. The analysis indicates that the system acquires a spontaneous and permanent oscillatory behavior for a decrease of threshold and an increase of sensitivity in neuronal input-output responses. These results suggest a role for synaptic plasticity in MdDS pathophysiology, thus reinforcing our previous hypothesis that MdDS may be the result of excessive synaptic plasticity acting on the vestibulo-cerebellar network during its entraining to an oscillatory environment. Hence, our study points to neuroendocrine pathways that lead to increased synaptic response as possible new therapeutic targets for the clinical treatment of the disorder.
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Affiliation(s)
- Bruno Burlando
- Department of Pharmacy, University of Genova, Viale Benedetto XV 3, 16132 Genova, Italy
| | - Viviana Mucci
- School of Science, Western Sydney University, Penrith NSW 2560, Australia
| | - Cherylea J Browne
- School of Science, Western Sydney University, Penrith NSW 2560, Australia
- Translational Neuroscience Facility, School of Medical Sciences, UNSW Sydney, NSW 2052, Australia
| | - Serena Losacco
- Department of Pharmacy, University of Genova, Viale Benedetto XV 3, 16132 Genova, Italy
| | - Iole Indovina
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, 98125 Messina, Italy
- Neuromotor Physiology Lab, IRCCS Foundation Santa Lucia, via Ardeatina 354, 00179 Rome, Italy
| | - Lucio Marinelli
- DINOGMI University of Genova, Largo Daneo 3, 16132, Genova, Italy
- IRCCS Ospedale Policlinico San Martino, Division of Clinical Neurophysiology, Department of Neuroscience, Largo R. Benzi 10, 16132 Genova, Italy
| | - Franco Blanchini
- Department of Mathematics, Computer Science and Physics, University of Udine, Via delle Scienze 208, 33100 Udine, Italy
| | - Giulia Giordano
- Department of Industrial Engineering, University of Trento, Via Sommarive 9, 38123 Povo (TN), Italy
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Liu SY, Qiao HW, Song TB, Liu XL, Yao YX, Zhao CS, Barret O, Xu SL, Cai YN, Tamagnan GD, Sossi V, Lu J, Chan P. Brain microglia activation and peripheral adaptive immunity in Parkinson's disease: a multimodal PET study. J Neuroinflammation 2022; 19:209. [PMID: 36038917 PMCID: PMC9422161 DOI: 10.1186/s12974-022-02574-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 08/22/2022] [Indexed: 11/20/2022] Open
Abstract
Background Abnormal activation of immune system is an important pathogenesis of Parkinson’s disease, but the relationship between peripheral inflammation, central microglia activation and dopaminergic degeneration remains unclear. Objectives To evaluate the brain regional microglia activation and its relationship with clinical severity, dopaminergic presynaptic function, and peripheral inflammatory biomarkers related to adaptive immunity. Methods In this case–control study, we recruited 23 healthy participants and 24 participants with early-stage Parkinson’s disease. 18F-PBR06 PET/MR for microglia activation, 18F-FP-DTBZ for dopaminergic denervation, total account of T cells and subpopulations of T helper (Th1/Th2/Th17) cells, and the levels of serum inflammatory cytokines were assessed. Sanger sequencing was used to exclude the mix-affinity binders of 18F-PBR06-PET. Results Compared to healthy controls, patients with Parkinson’s disease had an increased 18F-PBR06-PET standardized uptake value ratio (SUVR) in the putamen, particularly in the ipsilateral side of the motor onset. 18F-PBR06-PET SUVR was positively associated with 18F-FP-DTBZ-PET SUVR in the brainstem and not associated with disease severity measured by Hoehn and Yahr stage, MDS-UPDRS III scores. Patients with Parkinson’s disease had elevated frequencies of Th1 cells and serum levels of IL10 and IL17A as compared to healthy controls. No significant association between peripheral inflammation markers and microglia activation in the brain of PD was observed. Conclusion Parkinson’s disease is associated with early putaminal microglial activation and peripheral phenotypic Th1 bias. Peripheral adaptive immunity might be involved in microglia activation in the process of neurodegeneration in PD indirectly, which may be a potential biomarker for the early detection and the target for immunomodulating therapy. Supplementary Information The online version contains supplementary material available at 10.1186/s12974-022-02574-z.
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Affiliation(s)
- Shu-Ying Liu
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Changchun Street 45, Beijing, 100053, China. .,Chinese Institute for Brain Research (CIBR), Beijing, China. .,National Clinical Research Center for Geriatric Diseases, Beijing, China.
| | - Hong-Wen Qiao
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China.,National Clinical Research Center for Geriatric Diseases, Beijing, China
| | - Tian-Bin Song
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Xiu-Lin Liu
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Changchun Street 45, Beijing, 100053, China
| | - Yun-Xia Yao
- Department of Neurobiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Chun-Song Zhao
- Department of Neurobiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Olivier Barret
- Laboratoire des Maladies Neurodégénératives, Université Paris-Saclay, CEA, CNRS, MIRCen, Fontenay-Aux-Roses, France
| | - Sheng-Li Xu
- Department of Neurobiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yan-Ning Cai
- Department of Neurobiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Gilles D Tamagnan
- National Clinical Research Center for Geriatric Diseases, Beijing, China.,Mental Health PET Radioligand Development (MHPRD) Program, Yale University, New Haven, USA
| | - Vesna Sossi
- Department of Physics and Astronomy, University of British Columbia, Vancouver, BC, Canada
| | - Jie Lu
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Piu Chan
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Changchun Street 45, Beijing, 100053, China. .,National Clinical Research Center for Geriatric Diseases, Beijing, China.
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