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Dadfar M, Kukkar KK, Parikh PJ. Reduced parietal to frontal functional connectivity for dynamic balance in late middle-to-older adults. Exp Brain Res 2025; 243:111. [PMID: 40208322 DOI: 10.1007/s00221-025-07070-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Accepted: 03/27/2025] [Indexed: 04/11/2025]
Abstract
In this study, we investigated the changes in functional connectivity between cortical regions for balance control during a challenging balance task with advancing age. Fourteen young and fourteen late middle-to-older adults performed a challenging balance task that manipulated somatosensory information while their brain activity was recorded using electroencephalography. Both groups showed common activation regions within the posterior cingulate cortex (PCC) and premotor cortex (PMC) during the balance task. The late middle-to-older group showed significantly weaker PCC to PMC functional connectivity than the young group. This finding indicated poor sensorimotor processes during altered reliance on somatosensory inputs for balance maintenance. The regularity of foot center of pressure fluctuations measured using sample entropy was greater in the late middle-to-older group than the young group, suggesting a shift from automatic control to cognitive control of balance. Weaker PCC to PMC connectivity in late middle-to-older adults was associated with greater regularity of foot center of pressure fluctuations. In late middle-to-older adults, an additional cortical region was activated, the prefrontal cortex, during the balance task. Our findings suggest a shift from the parietal-to-frontal sensorimotor network to the prefrontal network for dynamic control of balance with advancing age.
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Affiliation(s)
- Mahdis Dadfar
- Center for Neuromotor and Biomechanics Research, Department of Health and Human Performance, University of Houston, Houston, TX, USA
| | - Komal K Kukkar
- Center for Neuromotor and Biomechanics Research, Department of Health and Human Performance, University of Houston, Houston, TX, USA
| | - Pranav J Parikh
- Center for Neuromotor and Biomechanics Research, Department of Health and Human Performance, University of Houston, Houston, TX, USA.
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Monteiro PHM, Marcori AJ, da Conceição NR, Monteiro RLM, Coelho DB, Teixeira LA. Cortical activity in body balance tasks as a function of motor and cognitive demands: A systematic review. Eur J Neurosci 2024; 60:6556-6587. [PMID: 39429043 DOI: 10.1111/ejn.16574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 08/01/2024] [Accepted: 10/02/2024] [Indexed: 10/22/2024]
Abstract
Technological tools, like electroencephalography and functional near-infrared spectroscopy, have deepened our understanding of cortical regions involved in balance control. In this systematic literature review, we aimed to identify the prevalent cortical areas activated during balance tasks with specific motor or cognitive demands. Our search strategy encompassed terms related to balance control and cortical activity, yielding 2250 results across five databases. After screening, 67 relevant articles were included in the review. Results indicated that manipulations of visual and/or somatosensory information led to prevalent activity in the parietal, frontal and temporal regions; manipulations of the support base led to prevalent activity of the parietal and frontal regions; both balance-cognitive dual-tasking and reactive responses to extrinsic perturbations led to prevalent activity in the frontal and central regions. These findings deepen our comprehension of the cortical regions activated to manage the complex demands of maintaining body balance in the performance of tasks posing specific requirements. By understanding these cortical activation patterns, researchers and clinicians can develop targeted interventions for balance-related disorders.
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Affiliation(s)
| | | | | | | | - Daniel Boari Coelho
- Biomedical Engineering, Federal University of ABC, São Bernardo do Campo, Brazil
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Magruder RD, Kukkar KK, Contreras-Vidal JL, Parikh PJ. Cross-Task Differences in Frontocentral Cortical Activations for Dynamic Balance in Neurotypical Adults. SENSORS (BASEL, SWITZERLAND) 2024; 24:6645. [PMID: 39460125 PMCID: PMC11511027 DOI: 10.3390/s24206645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 10/10/2024] [Accepted: 10/11/2024] [Indexed: 10/28/2024]
Abstract
Although significant progress has been made in understanding the cortical correlates underlying balance control, these studies focused on a single task, limiting the ability to generalize the findings. Different balance tasks may elicit cortical activations in the same regions but show different levels of activation because of distinct underlying mechanisms. In this study, twenty young, neurotypical adults were instructed to maintain standing balance while the standing support surface was either translated or rotated. The differences in cortical activations in the frontocentral region between these two widely used tasks were examined using electroencephalography (EEG). Additionally, the study investigated whether transcranial magnetic stimulation could modulate these cortical activations during the platform translation task. Higher delta and lower alpha relative power were found over the frontocentral region during the platform translation task when compared to the platform rotation task, suggesting greater engagement of attentional and sensory integration resources for the former. Continuous theta burst stimulation over the supplementary motor area significantly reduced delta activity in the frontocentral region but did not alter alpha activity during the platform translation task. The results provide a direct comparison of neural activations between two commonly used balance tasks and are expected to lay a strong foundation for designing neurointerventions for balance improvements with effects generalizable across multiple balance scenarios.
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Affiliation(s)
- Robert D. Magruder
- Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA 15213, USA
- Center for Neuromotor and Biomechanics Research, Department of Health and Human Performance, University of Houston, Houston, TX 77204, USA;
- Laboratory for Noninvasive Brain-Machine Interface Systems, Department of Electrical and Computer Engineering, University of Houston, Houston, TX 77204, USA;
- IUCRC BRAIN, University of Houston, Houston, TX 77204, USA
| | - Komal K. Kukkar
- Center for Neuromotor and Biomechanics Research, Department of Health and Human Performance, University of Houston, Houston, TX 77204, USA;
- IUCRC BRAIN, University of Houston, Houston, TX 77204, USA
| | - Jose L. Contreras-Vidal
- Laboratory for Noninvasive Brain-Machine Interface Systems, Department of Electrical and Computer Engineering, University of Houston, Houston, TX 77204, USA;
- IUCRC BRAIN, University of Houston, Houston, TX 77204, USA
| | - Pranav J. Parikh
- Center for Neuromotor and Biomechanics Research, Department of Health and Human Performance, University of Houston, Houston, TX 77204, USA;
- IUCRC BRAIN, University of Houston, Houston, TX 77204, USA
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Layne CS, Malaya CA, Ravindran AS, John I, Francisco GE, Contreras-Vidal JL. Distinct Kinematic and Neuromuscular Activation Strategies During Quiet Stance and in Response to Postural Perturbations in Healthy Individuals Fitted With and Without a Lower-Limb Exoskeleton. Front Hum Neurosci 2022; 16:942551. [PMID: 35911598 PMCID: PMC9334701 DOI: 10.3389/fnhum.2022.942551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 06/21/2022] [Indexed: 11/30/2022] Open
Abstract
Many individuals with disabling conditions have difficulty with gait and balance control that may result in a fall. Exoskeletons are becoming an increasingly popular technology to aid in walking. Despite being a significant aid in increasing mobility, little attention has been paid to exoskeleton features to mitigate falls. To develop improved exoskeleton stability, quantitative information regarding how a user reacts to postural challenges while wearing the exoskeleton is needed. Assessing the unique responses of individuals to postural perturbations while wearing an exoskeleton provides critical information necessary to effectively accommodate a variety of individual response patterns. This report provides kinematic and neuromuscular data obtained from seven healthy, college-aged individuals during posterior support surface translations with and without wearing a lower limb exoskeleton. A 2-min, static baseline standing trial was also obtained. Outcome measures included a variety of 0 dimensional (OD) measures such as center of pressure (COP) RMS, peak amplitude, velocities, pathlength, and electromyographic (EMG) RMS, and peak amplitudes. These measures were obtained during epochs associated with the response to the perturbations: baseline, response, and recovery. T-tests were used to explore potential statistical differences between the exoskeleton and no exoskeleton conditions. Time series waveforms (1D) of the COP and EMG data were also analyzed. Statistical parametric mapping (SPM) was used to evaluate the 1D COP and EMG waveforms obtained during the epochs with and without wearing the exoskeleton. The results indicated that during quiet stance, COP velocity was increased while wearing the exoskeleton, but the magnitude of sway was unchanged. The OD COP measures revealed that wearing the exoskeleton significantly reduced the sway magnitude and velocity in response to the perturbations. There were no systematic effects of wearing the exoskeleton on EMG. SPM analysis revealed that there was a range of individual responses; both behaviorally (COP) and among neuromuscular activation patterns (EMG). Using both the OD and 1D measures provided a more comprehensive representation of how wearing the exoskeleton impacts the responses to posterior perturbations. This study supports a growing body of evidence that exoskeletons must be personalized to meet the specific capabilities and needs of each individual end-user.
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Affiliation(s)
- Charles S. Layne
- University of Houston, Houston, TX, United States
- Center for Neuromotor and Biomechanics Research, College of Liberal Arts and Social Sciences, University of Houston, Houston, TX, United States
- *Correspondence: Charles S. Layne
| | - Christopher A. Malaya
- Center for Neuromotor and Biomechanics Research, College of Liberal Arts and Social Sciences, University of Houston, Houston, TX, United States
| | - Akshay S. Ravindran
- Noninvasive Brain-Machine Interface System Laboratory, Department of Electrical and Computer Engineering, University of Houston, Houston, TX, United States
| | - Isaac John
- Center for Neuromotor and Biomechanics Research, College of Liberal Arts and Social Sciences, University of Houston, Houston, TX, United States
| | - Gerard E. Francisco
- TIRR Memorial Hermann and Department of PMR, University of Texas Health Sciences Center, Houston, TX, United States
| | - Jose Luis Contreras-Vidal
- Noninvasive Brain-Machine Interface System Laboratory, Department of Electrical and Computer Engineering, University of Houston, Houston, TX, United States
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