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Ferreira JA, Pinto N, Maricoto T, Pato MV. Relationship between event-related potentials and cognitive dysfunction in multiple sclerosis: A systematic review. Clin Neurophysiol 2024; 163:174-184. [PMID: 38759513 DOI: 10.1016/j.clinph.2024.04.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/15/2024] [Accepted: 04/30/2024] [Indexed: 05/19/2024]
Abstract
OBJECTIVE This systematic review aimed to evaluate if event-related potentials (ERPs) can be a relevant tool for cognitive dysfunction diagnosis in Multiple Sclerosis (MS). METHODS Four databases were consulted (PubMed, Embase, Scielo, and Web of Science). The included studies should include adults with clear MS diagnoses, independently of having cognitive complaints, and all should have been submitted to ERPs (P300, N400 or mismatch negativity (MMN)). The main outcomes evaluated were ERPs' amplitude and/or latency. RESULTS 425 studies were obtained initially from all databases, with 26 studies fulfilling the eligibility criteria. P300 was the most used ERP (25 studies), showing a reduced amplitude or an increased latency in 84% of those. N400 was evaluated in one study, showing also abnormal results. MMN was addressed in two studies with inconsistent findings. Some studies further suggest that ERPs may show earlier abnormal results compared with neuropsychological tests. CONCLUSIONS Most MS patient groups revealed ERP abnormalities, suggesting that these neurophysiological tests may be a relevant and appropriate diagnostic aid method for cognitive impairment in MS. SIGNIFICANCE The use of ERPs in MS patients seems able to demonstrate cognitive impairment and its use should be considered as part of the regular patient evaluation.
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Affiliation(s)
- Joana Almeida Ferreira
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal; Neurology Department, Hospital Garcia de Orta, Almada, Portugal
| | - Nuno Pinto
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal; CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal; GRUBI - University of Beira Interior Systematic Reviews Group, Covilhã, Portugal.
| | - Tiago Maricoto
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal; CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal; GRUBI - University of Beira Interior Systematic Reviews Group, Covilhã, Portugal; Beira Ria Health Center, Aveiro Health Centre, Ílhavo, Portugal
| | - Maria Vaz Pato
- Faculty of Health Sciences, University of Beira Interior, Covilhã, Portugal; CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal; GRUBI - University of Beira Interior Systematic Reviews Group, Covilhã, Portugal
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Vlieger R, Austin D, Apthorp D, Daskalaki E, Lensky A, Walton-Sonda D, Suominen H, Lueck CJ. The use of event-related potentials in the investigation of cognitive performance in people with Multiple Sclerosis: Systematic review. Brain Res 2024; 1832:148827. [PMID: 38403040 DOI: 10.1016/j.brainres.2024.148827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 02/20/2024] [Accepted: 02/22/2024] [Indexed: 02/27/2024]
Abstract
A biomarker of cognition in Multiple Sclerosis (MS) that is independent from the response of people with MS (PwMS) to test questions would provide a more holistic assessment of cognitive decline. One suggested method involves event-related potentials (ERPs). This systematic review tried to answer five questions about the use of ERPs in distinguishing PwMS from controls: which stimulus modality, which experimental paradigm, which electrodes, and which ERP components are most discriminatory, and whether amplitude or latency is a better measure. Our results show larger pooled effect sizes for visual stimuli than auditory stimuli, and larger pooled effect sizes for latency measurements than amplitude measurements. We observed great heterogeneity in methods and suggest that future research would benefit from more uniformity in methods and that results should be reported for the individual subtypes of PwMS. With more standardised methods, ERPs have the potential to be developed into a clinical tool in MS.
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Affiliation(s)
- Robin Vlieger
- School of Medicine and Psychology, College of Health and Medicine, Australian National University, Canberra, ACT, Australia.
| | - Duncan Austin
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Deborah Apthorp
- School of Psychology, Faculty of Medicine and Health, University of New England, Armidale, NSW, Australia; School of Computing, College of Engineering, Computing & Cybernetics, Australian National University, Canberra, ACT, Australia
| | - Elena Daskalaki
- School of Computing, College of Engineering, Computing & Cybernetics, Australian National University, Canberra, ACT, Australia
| | - Artem Lensky
- School of Engineering and Technology, University of New South Wales, Canberra, ACT, Australia; School of Biomedical Engineering, Faculty of Engineering, University of Sydney, Sydney, NSW, Australia
| | - Dianne Walton-Sonda
- The ACT Health Library and Multimedia Service, The Canberra Hospital, Canberra, ACT, Australia
| | - Hanna Suominen
- School of Medicine and Psychology, College of Health and Medicine, Australian National University, Canberra, ACT, Australia; School of Computing, College of Engineering, Computing & Cybernetics, Australian National University, Canberra, ACT, Australia; Department of Computing, University of Turku, Turku, Finland
| | - Christian J Lueck
- School of Medicine and Psychology, College of Health and Medicine, Australian National University, Canberra, ACT, Australia
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Cerna J, Edwards CG, Martell S, Athari Anaraki NS, Walk ADM, Robbs CM, Adamson BC, Flemming IR, Labriola L, Motl RW, Khan NA. Neuroprotective influence of macular xanthophylls and retinal integrity on cognitive function among persons with multiple sclerosis. Int J Psychophysiol 2023; 188:24-32. [PMID: 36907558 DOI: 10.1016/j.ijpsycho.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 03/02/2023] [Accepted: 03/07/2023] [Indexed: 03/13/2023]
Abstract
BACKGROUND No studies to date have examined if macular xanthophyll accumulation and retinal integrity are independently associated with cognitive function in individuals with multiple sclerosis (MS). This study explored whether macular xanthophyll accumulation and structural morphometry in the retina were associated with behavioral performance and neuroelectric function during a computerized cognitive task among persons with MS and healthy controls (HCs). METHODS 42 HCs and 42 individuals with MS aged 18-64 years were enrolled. Macular pigment optical density (MPOD) was measured using heterochromatic flicker photometry. Optic disc retinal nerve fiber layer (odRNFL), macular retinal nerve fiber layer, and total macular volume were assessed via optical coherence tomography. Attentional inhibition was assessed using an Eriksen flanker task while underlying neuroelectric function was recorded using event-related potentials. RESULTS Persons with MS had a slower reaction time, lower accuracy, and delayed P3 peak latency time during both congruent and incongruent trials compared with HCs. Within the MS group, MPOD explained variance in incongruent P3 peak latency, and odRNFL explained variance in congruent reaction time and congruent P3 peak latency. CONCLUSIONS Persons with MS exhibited poorer attentional inhibition and slower processing speed, yet higher MPOD and odRNFL levels were independently associated with greater attentional inhibition and faster processing speed among persons with MS. Future interventions are necessary to determine if improvements in these metrics may promote cognitive function among persons with MS.
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Affiliation(s)
- Jonathan Cerna
- Neuroscience Program, University of Illinois Urbana-Champaign, United States of America
| | | | - Shelby Martell
- Neuroscience Program, University of Illinois Urbana-Champaign, United States of America
| | | | - Anne D M Walk
- Department of Psychology, Eastern Illinois University, United States of America
| | | | - Brynn C Adamson
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, United States of America; Department of Health Sciences, University of Colorado Colorado Springs, United States of America; Multiple Sclerosis Research Collaborative, University of Illinois, Urbana, IL, United States of America
| | - Isabel R Flemming
- Department of Health Sciences, Central Michigan University, United States of America
| | - Leanne Labriola
- Surgery, University of Illinois College of Medicine, United States of America
| | - Robert W Motl
- Department of Kinesiology and Nutrition, University of Illinois Chicago, United States of America; Multiple Sclerosis Research Collaborative, University of Illinois, Urbana, IL, United States of America
| | - Naiman A Khan
- Neuroscience Program, University of Illinois Urbana-Champaign, United States of America; Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, United States of America; Division of Nutritional Sciences, University of Illinois Urbana-Champaign, United States of America; Multiple Sclerosis Research Collaborative, University of Illinois, Urbana, IL, United States of America.
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Carrere LC, Taborda M, Ballario C, Tabernig C. Effects of brain-computer interface with functional electrical stimulation for gait rehabilitation in multiple sclerosis patients: preliminary findings in gait speed and event-related desynchronization onset latency. J Neural Eng 2021; 18. [PMID: 34781272 DOI: 10.1088/1741-2552/ac39b8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 11/15/2021] [Indexed: 11/12/2022]
Abstract
Objective.Brain-computer Interfaces (BCI) with functional electrical stimulation (FES) as a feedback device might promote neuroplasticity and hence improve motor function. Novel findings suggested that neuroplasticity could be possible in people with multiple sclerosis (pwMS). This preliminary study explores the effects of using a BCI-FES in therapeutic intervention, as an emerging methodology for gait rehabilitation in pwMS.Approach.People with relapsing-remitting, primary progressive or secondary progressive MS were evaluated with the inclusion criteria to enroll the nine participants required by the statistically computed sample size. Each patient trained with a BCI-FES during 24 sessions distributed in eight weeks. The effects were evaluated on gait speed (Timed 25 Foot Walk), walking ability (12-item Multiple Sclerosis Walking Scale), quality of life measures, the true positive rate as the BCI-FES performance metric and the event-related desynchronization (ERD) onset latency of the sensorimotor rhythms.Main results.Seven patients completed the therapeutic intervention. A statistically and clinically significant post-treatment improvement was observed in gait speed, as a result of a reduction in the time to walk 25 feet (-1.99 s,p= 0.018), and walking ability (-31.25 score points,p= 0.028). The true positive rate showed a statistically significant improvement (+15.87 score points,p= 0.018). An earlier ERD onset latency (-180 ms) after treatment was found.Significance.This is the first study that explored gait rehabilitation using BCI-FES in pwMS. The results showed improvement in gait which might have been promoted by changes in functional brain connections involved in sensorimotor rhythm modulation. Although more studies with a larger sample size and control group are required to validate the efficacy of this approach, these results suggest that BCI-FES technology could have a positive effect on MS gait rehabilitation.
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Affiliation(s)
- L Carolina Carrere
- Rehabilitation Engineering and Neuromuscular and Sensory Research Laboratory, Faculty of Engineering, National University of Entre Ríos, Oro Verde, Entre Ríos, Argentina
| | - Melisa Taborda
- Fundación Rosarina de Neurorehabilitación, Rosario. Santa Fe, Argentina
| | - Carlos Ballario
- Fundación Rosarina de Neurorehabilitación, Rosario. Santa Fe, Argentina.,Instituto Neuro Rosario, Rosario. Santa Fe, Argentina
| | - Carolina Tabernig
- Rehabilitation Engineering and Neuromuscular and Sensory Research Laboratory, Faculty of Engineering, National University of Entre Ríos, Oro Verde, Entre Ríos, Argentina
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Salim AA, Ali SH, Hussain AM, Ibrahim WN. Electroencephalographic evidence of gray matter lesions among multiple sclerosis patients: A case-control study. Medicine (Baltimore) 2021; 100:e27001. [PMID: 34414988 PMCID: PMC8376360 DOI: 10.1097/md.0000000000027001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 07/30/2021] [Indexed: 01/04/2023] Open
Abstract
This study aimed to investigate evidence of gray matter brain lesions in multiple sclerosis (MS) patients by evaluating the resting state alpha rhythm of brain electrical activity.The study included 50 patients diagnosed with MS recruited from the MS clinic with 50 age and gender-matched control participants. The study investigated parameters of posterior dominant rhythm (PDR) in the electroencephalography (EEG) recordings including wave frequency and amplitude. Functional disability among the patients was evaluated according to the expanded disability status scale. Univariate statistical analysis was completed using one-way analysis of variance and t test with a P value of less than .05 to indicate statistical significance.Patients with MS had significantly lower PDR frequency and amplitude values compared to the controls (P value < .01) and 34% of the MS patients had a PDR frequency of less than 8.5 Hz. The PDR frequency was negatively associated with the level of functional disability among the patients (P value <.001) and 4% of the patients had abnormal epileptiform discharges.Background slowing of resting alpha rhythms and epileptiform discharges are suggestive of gray matter degeneration and may help in the prediction and follow-up of cortical damage and functional disabilities among MS patients. Therefore, electroencephalography monitoring of the PDR spectrum may serve as an alternative or complementary tool with other imaging techniques to detect and monitor cerebral cortical lesions.
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Affiliation(s)
| | - Safaa Hussain Ali
- Department of Physiology, College of Medicine, University of Al-Mustansiriyah, Baghdad, Iraq
| | | | - Wisam Nabeel Ibrahim
- Department of Biomedical Sciences, College of Health Sciences, QU Health, Qatar University, Doha, Qatar
- Biomedical and Pharmaceutical Research Unit, QU Health, Qatar University, Doha, Qatar
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Plowman RS, Varma H. Prognostic factors in Tumefactive demyelinating lesions: A retrospective study. J Neurol Sci 2021; 428:117591. [PMID: 34333380 DOI: 10.1016/j.jns.2021.117591] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 07/01/2021] [Accepted: 07/23/2021] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Demyelinating lesions occasionally present as mass-like lesions on imaging, raising concern for malignancy. The disease course of such tumefactive demyelinating lesions (TDLs) is still being defined. METHODS We retrospectively analyzed 21 patients with new-onset neurologic symptoms and mass-like lesions on brain magnetic resonance imaging (MRI), which resulted in biopsy-proven diagnoses of demyelination. 18 patients had a median follow-up of 52 months. The clinical, radiologic and histologic features were associated with disease course. RESULTS An aggressive disease course (ADC) was noted in 33% of the patients and was associated with an initial largest lesion size ≥35 mm (p = 0.0007), mass effect (p = 0.01) and perilesional edema (p = 0.01) on MRI. Age 30 years and older, at presentation (p = 0.05), as well as the absence of a prior tonsillectomy (p = 0.0128) were also associated with an ADC. CONCLUSIONS We identified several factors, including initial larger lesion size, mass effect and perilesional edema on MRI, presentation after 30 years of age and the absence of a prior tonsillectomy, that predict an ADC in patients presenting with TDLs. These predictors of disease course can help guide patient follow-up and stratification for intervention.
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Affiliation(s)
- R Skipper Plowman
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Hemant Varma
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
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Sarrias-Arrabal E, Eichau S, Galvao-Carmona A, Domínguez E, Izquierdo G, Vázquez-Marrufo M. Deficits in Early Sensory and Cognitive Processing Are Related to Phase and Nonphase EEG Activity in Multiple Sclerosis Patients. Brain Sci 2021; 11:brainsci11050629. [PMID: 34068315 PMCID: PMC8153279 DOI: 10.3390/brainsci11050629] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/10/2021] [Accepted: 05/11/2021] [Indexed: 12/05/2022] Open
Abstract
Currently, there is scarce knowledge about the relation between spectral bands modulations and the basis of cognitive impairment in multiple sclerosis (MS). In this sense, analyzing the evoked or phase activity can confirm results from traditional event-related potential (ERP) studies. However, studying the induced or nonphase activity may be necessary to elucidate hidden compensatory or affected cognitive mechanisms. In this study, 30 remitting-relapsing multiple sclerosis patients and 30 healthy controls (HCs) matched in sociodemographic variables performed a visual oddball task. The main goal was to analyze phase and nonphase alpha and gamma bands by applying temporal spectral evolution (TSE) and its potential relation with cognitive impairment in these patients. The behavioural results showed slower reaction time and poorer accuracy in MS patients compared to controls. In contrast, the time-frequency analysis of electroencephalography (EEG) revealed a delay in latency and lower amplitude in MS patients in evoked and induced alpha compared to controls. With respect to the gamma band, there were no differences between the groups. In summary, MS patients showed deficits in early sensorial (evoked alpha activity) and cognitive processing (induced alpha activity in longer latencies), whereas the induced gamma band supported the hypothesis of its role in translation of attentional focus (induced activity) and did not show strong activity in this paradigm (visual oddball).
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Affiliation(s)
- Esteban Sarrias-Arrabal
- Experimental Psychology Department, Faculty of Psychology, University of Seville, 41018 Seville, Spain;
- Correspondence: ; Tel.: +34-676-182-823
| | - Sara Eichau
- Unit CSUR Multiple Sclerosis, Hospital Virgen Macarena, 41009 Seville, Spain;
| | | | - Elvira Domínguez
- Unit of Multiple Sclerosis, FISEVI, Hospital Virgen Macarena, 41009 Seville, Spain;
| | | | - Manuel Vázquez-Marrufo
- Experimental Psychology Department, Faculty of Psychology, University of Seville, 41018 Seville, Spain;
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Altered phase and nonphase EEG activity expose impaired maintenance of a spatial-object attentional focus in multiple sclerosis patients. Sci Rep 2020; 10:20721. [PMID: 33244155 PMCID: PMC7691340 DOI: 10.1038/s41598-020-77690-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 11/04/2020] [Indexed: 11/09/2022] Open
Abstract
Some of the anatomical and functional basis of cognitive impairment in multiple sclerosis (MS) currently remains unknown. In particular, there is scarce knowledge about modulations in induced EEG (nonphase activity) for diverse frequency bands related to attentional deficits in this pathology. The present study analyzes phase and nonphase alpha and gamma modulations in 26 remitting-relapsing multiple sclerosis patients during their participation in the attention network test compared with twenty-six healthy controls (HCs) matched in sociodemographic variables. Behavioral results showed that the MS group exhibited general slowing, suggesting impairment in alerting and orienting networks, as has been previously described in other studies. Time–frequency analysis of EEG revealed that the gamma band was related to the spatial translation of the attentional focus, and the alpha band seemed to be related to the expectancy mechanisms and cognitive processing of the target. Moreover, phase and nonphase modulations differed in their psychophysiological roles and were affected differently in the MS and HC groups. In summary, nonphase modulations can unveil hidden cognitive mechanisms for phase analysis and complete our knowledge of the neural basis of cognitive impairment in multiple sclerosis pathology.
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Vázquez-Marrufo M, Del Barco-Gavala A, Galvao-Carmona A, Martín-Clemente R. Reliability analysis of individual visual P1 and N1 maps indicates the heterogeneous topographies involved in early visual processing among human subjects. Behav Brain Res 2020; 397:112930. [PMID: 32987058 DOI: 10.1016/j.bbr.2020.112930] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 09/08/2020] [Accepted: 09/22/2020] [Indexed: 11/30/2022]
Abstract
There is a lack of studies regarding the reliability of the event-related components (ERPs) of an electroencephalogram (EEG) used to assess cognitive processing in human subjects. To explore the reliability scores for the P1 and N1 components in two sessions (separated by an average of 116 days), twenty subjects performed a visual lateralized detection paradigm and EEG recording (58 channels) were employed. The session factor did not modulate the P1/N1 latencies. The visual field factor (left (LVF) or right (RVF)) was a determinant for the P1 and N1 topographical distributions as shown in previous studies. Moreover, topographical maps of the grand average showed a very strong correlation level between sessions (>0.9). Finally, individual maps demonstrated that the classic contralateral pattern for the P1 and N1 components was not always present in all subjects. In particular, compared to the N1 component, the P1 component exhibited a more complex set of individual topographical distributions, revealing that some steps are more heterogeneous among human subjects in early visual processing.
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Affiliation(s)
- Manuel Vázquez-Marrufo
- Experimental Psychology Department, Faculty of Psychology, University of Seville, Calle Camilo José Cela s/n, Seville, Spain.
| | - Alberto Del Barco-Gavala
- Experimental Psychology Department, Faculty of Psychology, University of Seville, Calle Camilo José Cela s/n, Seville, Spain
| | - Alejandro Galvao-Carmona
- Department of Psychology, Universidad Loyola Andalucía, Av. de las Universidades, 41704, Dos Hermanas, Seville, Spain
| | - Rubén Martín-Clemente
- Signal Processing and Communications Department, Higher Technical School of Engineering, University of Seville, Camino de los Descubrimientos, s/n, 41092, Seville, Spain
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