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Miller RH, Bell EM, Russell Esposito E. Transfemoral limb loss modestly increases the metabolic cost of optimal control simulations of walking. PeerJ 2024; 12:e16756. [PMID: 38223753 PMCID: PMC10785795 DOI: 10.7717/peerj.16756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 12/13/2023] [Indexed: 01/16/2024] Open
Abstract
Background In transtibial limb loss, computer simulations suggest that the maintenance of muscle strength between pre- and post-limb loss can maintain the pre-limb loss metabolic cost. These results are consistent with comparable costs found experimentally in select cases of high functioning military service members with transtibial limb loss. It is unlikely that similar results would be found with transfemoral limb loss, although the theoretical limits are not known. Here we performed optimal control simulations of walking with and without an above-knee prosthesis to determine if transfemoral limb loss per se increases the metabolic cost of walking. Methods OpenSim Moco was used to generate optimal control simulations of walking in 15 virtual "subjects" that minimized the weighted sum of (i) deviations from average able-bodied gait mechanics and (ii) the gross metabolic cost of walking, pre-limb loss in models with two intact biological limbs, and post-limb loss with one of the limbs replaced by a prosthetic knee and foot. No other changes were made to the model. Metabolic cost was compared between pre- and post-limb loss simulations in paired t-tests. Results Metabolic cost post-limb loss increased by 0.7-9.3% (p < 0.01) depending on whether cost was scaled by total body mass or biological body mass and on whether the prosthetic knee was passive or non-passive. Conclusions Given that the post-limb loss model had numerous features that predisposed it to low metabolic cost, these results suggest transfemoral limb loss per se increases the metabolic cost of walking. However, the large differences above able-bodied peers of ∼20-45% in most gait analysis experiments may be avoidable, even when minimizing deviations from able-bodied gait mechanics. Portions of this text were previously published as part of a preprint (https://www.biorxiv.org/content/10.1101/2023.06.26.546515v2.full.pdf).
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Affiliation(s)
- Ross H. Miller
- Department of Kinesiology, University of Maryland at College Park, College Park, MD, United States of America
- Neuroscience and Cognitive Science Program, University of Maryland, College Park, MD, United States of America
| | - Elizabeth M. Bell
- Department of Kinesiology, University of Maryland at College Park, College Park, MD, United States of America
- Department of Kinesiology, Towson University, Towson, MD, United States of America
| | - Elizabeth Russell Esposito
- Military Operational Medicine Research Program, Fort Detrick, MD, United States of America
- Extremity Trauma and Amputation Center of Excellence, Fort Sam Houston, TX, United States of America
- Center for Limb Loss and Mobility, VA Puget Sound Healthcare System, Seattle, WA, United States of America
- Madigan Army Medical Center, Tacoma, WA, United States of America
- Department of Physical Medicine and Rehabilitation, Uniformed Services University of Health Sciences, Bethesda, MD, United States of America
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Ichimura D, Hobara H, Hisano G, Maruyama T, Tada M. Acquisition of bipedal locomotion in a neuromusculoskeletal model with unilateral transtibial amputation. Front Bioeng Biotechnol 2023; 11:1130353. [PMID: 36937747 PMCID: PMC10014613 DOI: 10.3389/fbioe.2023.1130353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/20/2023] [Indexed: 03/05/2023] Open
Abstract
Adaptive locomotion is an essential behavior for animals to survive. The central pattern generator in the spinal cord is responsible for the basic rhythm of locomotion through sensory feedback coordination, resulting in energy-efficient locomotor patterns. Individuals with symmetrical body proportions exhibit an energy-efficient symmetrical gait on flat ground. In contrast, individuals with lower limb amputation, who have morphologically asymmetrical body proportions, exhibit asymmetrical gait patterns. However, it remains unclear how the nervous system adjusts the control of the lower limbs. Thus, in this study, we investigated how individuals with unilateral transtibial amputation control their left and right lower limbs during locomotion using a two-dimensional neuromusculoskeletal model. The model included a musculoskeletal model with 7 segments and 18 muscles, as well as a neural model with a central pattern generator and sensory feedback systems. Specifically, we examined whether individuals with unilateral transtibial amputation acquire prosthetic gait through a symmetric or asymmetric feedback control for the left and right lower limbs. After acquiring locomotion, the metabolic costs of transport and the symmetry of the spatiotemporal gait factors were evaluated. Regarding the metabolic costs of transportation, the symmetric control model showed values approximately twice those of the asymmetric control model, whereas both scenarios showed asymmetry of spatiotemporal gait patterns. Our results suggest that individuals with unilateral transtibial amputation can reacquire locomotion by modifying sensory feedback parameters. In particular, the model reacquired reasonable locomotion for activities of daily living by re-searching asymmetric feedback parameters for each lower limb. These results could provide insight into effective gait assessment and rehabilitation methods to reacquire locomotion in individuals with unilateral transtibial amputation.
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Affiliation(s)
- Daisuke Ichimura
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan
- *Correspondence: Daisuke Ichimura,
| | - Hiroaki Hobara
- Faculty of Advanced Engineering, Tokyo University of Science, Tokyo, Japan
| | - Genki Hisano
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan
- Department of Systems and Control Engineering, Tokyo Institute of Technology, Tokyo, Japan
- Research Fellow of Japan Society for the Promotion of Science (JSPS), Tokyo, Japan
| | - Tsubasa Maruyama
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan
| | - Mitsunori Tada
- Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan
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Electromyography as a surrogate for estimating metabolic energy expenditure during locomotion. Med Eng Phys 2022; 109:103899. [DOI: 10.1016/j.medengphy.2022.103899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 07/21/2022] [Accepted: 09/27/2022] [Indexed: 11/11/2022]
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Ikeda AJ, Hurst EJ, Simon AM, Finucane SB, Hoppe-Ludwig S, Hargrove LJ. The impact of added mass placement on metabolic and temporal-spatial characteristics of transfemoral prosthetic gait. Gait Posture 2022; 98:240-247. [PMID: 36195049 DOI: 10.1016/j.gaitpost.2022.09.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 08/20/2022] [Accepted: 09/25/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Despite prosthetic technology advancements, individuals with transfemoral amputation have compromised temporal-spatial gait parameters and high metabolic requirements for ambulation. It is unclear how adding mass at different locations on a transfemoral prosthesis might affect these outcomes. Research question Does walking with mass added at different locations on a transfemoral prosthesis affect temporal-spatial gait parameters and metabolic requirements compared to walking with no additional mass? METHODS Fourteen participants with unilateral transfemoral amputations took part. A 1.8 kg mass was added to their prostheses in three locations: Knee, just proximal to the prosthetic knee; Shank, mid-shank on the prosthesis; or Ankle, just proximal to the prosthetic foot. Temporal-spatial gait parameters were collected as participants walked over a GAITRite® walkway and metabolic data were collected during treadmill walking for each of these conditions and with no mass added, the None condition. Separate linear mixed effects models were created and post-hoc tests to compare with the control condition of None were performed with a significance level of 0.05. RESULTS Overground self-selected walking speed for Ankle was significantly slower than for None (p < 0.05) (None: 1.16 ± 0.24; Knee: 1.15 ± 0.19; Shank: 1.14 ± 0.24; Ankle 0.99 ± 0.20 m/s). Compared to None, Ankle showed significantly increased oxygen consumption during treadmill walking (p < 0.05) (None: 13.82 ± 2.98; Knee: 13.83 ± 2.82; Shank: 14.30 ± 2.89; Ankle 14.56 ± 2.99 ml O2/kg/min). Other metabolic outcomes (power, cost of transport, oxygen cost) showed similar trends. Knee and Shank did not have significant negative effects on any metabolic or temporal-spatial parameters, as compared to None (p > 0.05). Significance Results suggest that additional mass located mid-shank or further proximal on a transfemoral prosthesis may not have negative temporal-spatial or metabolic consequences. Clinicians, researchers, and designers may be able to utilize heavier components, as long as the center of mass is not further distal than mid-shank, without adversely affecting gait parameters or metabolic requirements.
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Affiliation(s)
- Andrea J Ikeda
- Regenstein Center for Bionic Medicine, Shirley Ryan AbilityLab, Chicago, IL, USA.
| | - Emily J Hurst
- Regenstein Center for Bionic Medicine, Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Ann M Simon
- Regenstein Center for Bionic Medicine, Shirley Ryan AbilityLab, Chicago, IL, USA; Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, IL, USA
| | - Suzanne B Finucane
- Regenstein Center for Bionic Medicine, Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Shenan Hoppe-Ludwig
- Regenstein Center for Bionic Medicine, Shirley Ryan AbilityLab, Chicago, IL, USA
| | - Levi J Hargrove
- Regenstein Center for Bionic Medicine, Shirley Ryan AbilityLab, Chicago, IL, USA; Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, IL, USA; Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
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Clinical and Demographic Factors Influencing the Asymmetry of Gait in Lower-Limb Prosthetic Users. Symmetry (Basel) 2022. [DOI: 10.3390/sym14091910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
(1) Background: A lower limb prosthesis replaces a lost body part with a differential representation of gait function and its symmetry. Many physical, personal, and specific factors in amputees influence gait asymmetry. The aim of this study was to determine the factors influencing the asymmetry of gait in amputated patients. (2) Methods: The study group consisted of 12 people. Gait quality was assessed using the MoCap OptiTrack® Motion Capture System and the results were correlated with demographic factors (age, gender), morphological features (height, weight), amputation-related factors (cause and side of amputation, prosthesis time, and prosthesis fixation), and ailment pain. The control group consisted of 12 people. (3) Results: In the study group, a positive correlation between the mean walking speed and height in the study group was demonstrated, as well as a positive correlation between the difference in ROM and height, and a negative correlation between the mean walking speed and age. A negative correlation between the difference in ROM and age was found in both groups. A positive correlation was found between the width of the support and the weight in the control group. No other statistical relationship with the parameters describing gait asymmetry was found. (4) Conclusions: Statistical analysis showed that mean walking speed and ROM difference in the study group were positively related to height and negatively to age. No other statistical relationship with the parameters describing gait asymmetry was found.
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Banks JJ, Wedge RD, Caldwell GE, Umberger BR. Are lower back demands reduced by improving gait symmetry in unilateral transtibial amputees? Clin Biomech (Bristol, Avon) 2022; 95:105657. [PMID: 35500413 DOI: 10.1016/j.clinbiomech.2022.105657] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 04/21/2022] [Accepted: 04/22/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND Gait asymmetry and a high incidence of lower back pain are typical for people with unilateral lower limb amputation. A common therapeutic objective is to improve gait symmetry; however, it is unknown whether better gait symmetry reduces lower back pain risk. To begin investigating this important clinical question, we examined a preexisting dataset to explore whether L5/S1 vertebral joint forces in people with unilateral lower limb amputation can be improved with better symmetry. METHODS L5/S1 compression and resultant shear forces were estimated in each participant with unilateral lower limb amputation (n = 5) with an OpenSim musculoskeletal model during different levels of guided gait asymmetry. The amount of gait asymmetry was defined by bilateral stance times and guided via real-time feedback. A theoretical lowest L5/S1 force was determined from the minimum of a best-fit quadratic curves of L5/S1 forces at levels of guided asymmetry ranging from -10 to +15%. The forces found at the theoretical lowest force and during the 0% asymmetry level were compared to forces at preferred levels of asymmetry and to those from an able-bodied group (n = 5). FINDINGS Results indicated that the forces for the people with unilateral lower limb amputation group at the preferred level of asymmetry were not different then at their 0% asymmetry condition, theoretical lowest L5/S1 forces, or the able-bodied group (all p-values > .23). INTERPRETATION These preliminary results challenge the premise that restoring symmetric gait in people with unilateral lower limb amputation will reduce risk of lower back pain.
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Affiliation(s)
- Jacob J Banks
- Department of Kinesiology, University of Massachusetts Amherst, Totman Building 30 Eastman Lane, Amherst, MA 01003, United States; Department of Orthopedic Surgery, Center for Advanced Orthopaedic Studies, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Avenue Boston, MA 02215, United States.
| | - Ryan D Wedge
- Department of Kinesiology, University of Massachusetts Amherst, Totman Building 30 Eastman Lane, Amherst, MA 01003, United States; Department of Physical Therapy, East Carolina University, Health Sciences Building 600 Moye Blvd, Greenville, NC 27834, United States.
| | - Graham E Caldwell
- Department of Kinesiology, University of Massachusetts Amherst, Totman Building 30 Eastman Lane, Amherst, MA 01003, United States.
| | - Brian R Umberger
- Department of Kinesiology, University of Massachusetts Amherst, Totman Building 30 Eastman Lane, Amherst, MA 01003, United States; School of Kinesiology, University of Michigan, 830 North University, Ann Arbor, MI 48109, United States.
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