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Bettega S, Bortolan L, Stella F, Tarperi C, Schena F, Pellegrini B, Zoppirolli C. Energetic and neuromuscular impact of running on even or uneven surfaces in standardized laboratory conditions. J Electromyogr Kinesiol 2025; 81:102987. [PMID: 39970766 DOI: 10.1016/j.jelekin.2025.102987] [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: 10/25/2024] [Revised: 12/29/2024] [Accepted: 02/04/2025] [Indexed: 02/21/2025] Open
Abstract
PURPOSE We examine the energetic and neuromuscular effects of running on even (E-T) and uneven terrains (UE-T) by creating smooth and rough conditions on a standardized circuit. METHODS Ten adults (age 32.1 ± 7.6 years, body mass 62.2 ± 7 kg, height 167.5 ± 4.2 cm) ran on an 'iterative-8-shaped' path. For UE-T, solid hemispheres were fixed to a perforated mat, while for E-T, visible marks guided foot placement. Participants performed two 6-min trials on both terrains in a counterbalanced order, maintaining consistent running patterns and low-intensity speed with a metronome to guide step frequency. This ensured consistency in the timing and positioning of foot placement between the two conditions. Cardio-metabolic parameters were measured continuously, and muscle activation was recorded from six leg muscles using surface EMG. RESULTS The analysis showed significantly higher cardio-metabolic responses in UE-T compared to E-T, with increases in oxygen cost (+18 %), energy cost (+23 %), respiratory frequency (+7%), ventilation (+19 %), heart rate (+10 %), and RPE (+50 %) (all p < 0.05). Electromyographic activation of the tibialis anterior (+22 %) and peroneus longus (+10 %) also increased in UE-T. CONCLUSIONS These findings indicate that running on uneven terrain demands more energy and greater activation of ankle stabilizers, as required in off-road and trail running.
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Affiliation(s)
- Simone Bettega
- CeRiSM (Research Center Sport Mountain and Health), University of Verona and Trento, Rovereto, Italy; Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Italy.
| | - Lorenzo Bortolan
- CeRiSM (Research Center Sport Mountain and Health), University of Verona and Trento, Rovereto, Italy; Department of Engineering for Innovation Medicine University of Verona Italy
| | - Federico Stella
- CeRiSM (Research Center Sport Mountain and Health), University of Verona and Trento, Rovereto, Italy
| | - Cantor Tarperi
- Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Italy
| | - Federico Schena
- CeRiSM (Research Center Sport Mountain and Health), University of Verona and Trento, Rovereto, Italy; Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Italy
| | - Barbara Pellegrini
- CeRiSM (Research Center Sport Mountain and Health), University of Verona and Trento, Rovereto, Italy; Department of Engineering for Innovation Medicine University of Verona Italy
| | - Chiara Zoppirolli
- CeRiSM (Research Center Sport Mountain and Health), University of Verona and Trento, Rovereto, Italy; Department of Engineering for Innovation Medicine University of Verona Italy
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Pamboris GM, Nelson AK, Williams L, Fong HB, Senatore S, Lyons SM, Peel S, Sandiford T, Powell DW. Inclined distance running at iso-efficient speeds: Effect on joint work. J Sports Sci 2025:1-6. [PMID: 39742426 DOI: 10.1080/02640414.2024.2440675] [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: 11/14/2023] [Accepted: 12/04/2024] [Indexed: 01/03/2025]
Abstract
Runners often reduce their pace during inclined running to maintain a constant metabolic workload, known as iso-efficiency speed (a speed-incline combination with the same metabolic intensity as level running). This study investigates changes in lower extremity (LE) joint work profiles when running on an incline at iso-efficiency speed. Eleven collegiate distance runners completed a treadmill running task under three conditions (0%, 4%, and 8% incline). Running velocity was reduced with increasing incline to ensure a consistent metabolic workload across conditions. An 8-camera motion capture system and an instrumented treadmill collected kinematics and ground reaction forces. Visual 3D was used to calculate ankle, knee, and hip joint powers, while custom software (MATLAB) calculated ankle, knee, and hip joint positive and negative work values. A significant increase in LE total positive work was attributed to greater ankle and hip joint positive work with steeper inclines. Reduced LE total negative work resulted from lower knee and hip joint negative work as incline increased. Results suggest that at iso-efficiency speeds, inclined treadmill running increases eccentric demands on the ankle joint and concentric demands on the ankle and hip joints, benefiting training programmes to optimize cardiorespiratory stimuli while reducing mechanical demand on specific extremity structures.
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Affiliation(s)
- George M Pamboris
- Department of Health Sciences, European University Cyprus, Nicosia, Cyprus
| | - Alexis K Nelson
- Interdisciplinary Biomedical Sciences, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Lauren Williams
- Department of Kinesiology, Utah Valley University, Orem, UT, USA
| | - Hailey B Fong
- College of Health Sciences, University of Memphis, Memphis, TN, USA
| | - Siena Senatore
- College of Health Sciences, University of Memphis, Memphis, TN, USA
| | - Samuel M Lyons
- College of Health Sciences, University of Memphis, Memphis, TN, USA
| | - Shelby Peel
- College of Health Sciences, University of Memphis, Memphis, TN, USA
| | - Tyler Sandiford
- Department of Kinesiology, Utah Valley University, Orem, UT, USA
| | - Douglas W Powell
- College of Health Sciences, University of Memphis, Memphis, TN, USA
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Van Hooren B, Jukic I, Cox M, Frenken KG, Bautista I, Moore IS. The Relationship Between Running Biomechanics and Running Economy: A Systematic Review and Meta-Analysis of Observational Studies. Sports Med 2024; 54:1269-1316. [PMID: 38446400 PMCID: PMC11127892 DOI: 10.1007/s40279-024-01997-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/24/2024] [Indexed: 03/07/2024]
Abstract
BACKGROUND Running biomechanics is considered an important determinant of running economy (RE). However, studies examining associations between running biomechanics and RE report inconsistent findings. OBJECTIVE The aim of this systematic review was to determine associations between running biomechanics and RE and explore potential causes of inconsistency. METHODS Three databases were searched and monitored up to April 2023. Observational studies were included if they (i) examined associations between running biomechanics and RE, or (ii) compared running biomechanics between groups differing in RE, or (iii) compared RE between groups differing in running biomechanics during level, constant-speed, and submaximal running in healthy humans (18-65 years). Risk of bias was assessed using a modified tool for observational studies and considered in the results interpretation using GRADE. Meta-analyses were performed when two or more studies reported on the same outcome. Meta-regressions were used to explore heterogeneity with speed, coefficient of variation of height, mass, and age as continuous outcomes, and standardization of running shoes, oxygen versus energetic cost, and correction for resting oxygen or energy cost as categorical outcomes. RESULTS Fifty-one studies (n = 1115 participants) were included. Most spatiotemporal outcomes showed trivial and non-significant associations with RE: contact time r = - 0.02 (95% confidence interval [CI] - 0.15 to 0.12); flight time r = 0.11 (- 0.09 to 0.32); stride time r = 0.01 (- 0.8 to 0.50); duty factor r = - 0.06 (- 0.18 to 0.06); stride length r = 0.12 (- 0.15 to 0.38), and swing time r = 0.12 (- 0.13 to 0.36). A higher cadence showed a small significant association with a lower oxygen/energy cost (r = - 0.20 [- 0.35 to - 0.05]). A smaller vertical displacement and higher vertical and leg stiffness showed significant moderate associations with lower oxygen/energy cost (r = 0.35, - 0.31, - 0.28, respectively). Ankle, knee, and hip angles at initial contact, midstance or toe-off as well as their range of motion, peak vertical ground reaction force, mechanical work variables, and electromyographic activation were not significantly associated with RE, although potentially relevant trends were observed for some outcomes. CONCLUSIONS Running biomechanics can explain 4-12% of the between-individual variation in RE when considered in isolation, with this magnitude potentially increasing when combining different variables. Implications for athletes, coaches, wearable technology, and researchers are discussed in the review. PROTOCOL REGISTRATION https://doi.org/10.17605/OSF.IO/293 ND (OpenScience Framework).
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Affiliation(s)
- Bas Van Hooren
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Universiteitssingel 50, 6229 ER, Maastricht, The Netherlands.
| | - Ivan Jukic
- Sport Performance Research Institute New Zealand (SPRINZ), Auckland University of Technology, Auckland, New Zealand
- School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Maartje Cox
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Universiteitssingel 50, 6229 ER, Maastricht, The Netherlands
| | - Koen G Frenken
- Department of Nutrition and Movement Sciences, NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, Universiteitssingel 50, 6229 ER, Maastricht, The Netherlands
| | - Iker Bautista
- Institute of Sport, Nursing and Allied Health, University of Chichester, Chichester, UK
- Department of Physiotherapy, Catholic University of Valencia, Valencia, Spain
| | - Isabel S Moore
- School of Sport and Health Sciences, Cardiff Metropolitan University, Cardiff, UK
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Van Hooren B, Lennartz R, Cox M, Hoitz F, Plasqui G, Meijer K. Differences in running technique between runners with better and poorer running economy and lower and higher milage: An artificial neural network approach. Scand J Med Sci Sports 2024; 34:e14605. [PMID: 38511261 DOI: 10.1111/sms.14605] [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: 06/29/2023] [Revised: 02/05/2024] [Accepted: 03/08/2024] [Indexed: 03/22/2024]
Abstract
BACKGROUND Prior studies investigated selected discrete sagittal-plane outcomes (e.g., peak knee flexion) in relation to running economy, hereby discarding the potential relevance of running technique parameters during noninvestigated phases of the gait cycle and in other movement planes. PURPOSE Investigate which components of running technique distinguish groups of runners with better and poorer economy and higher and lower weekly running distance using an artificial neural network (ANN) approach with layer-wise relevance propagation. METHODS Forty-one participants (22 males and 19 females) ran at 2.78 m∙s-1 while three-dimensional kinematics and gas exchange data were collected. Two groups were created that differed in running economy or weekly training distance. The three-dimensional kinematic data were used as input to an ANN to predict group allocations. Layer-wise relevance propagation was used to determine the relevance of three-dimensional kinematics for group classification. RESULTS The ANN classified runners in the correct economy or distance group with accuracies of up to 62% and 71%, respectively. Knee, hip, and ankle flexion were most relevant to both classifications. Runners with poorer running economy showed higher knee flexion during swing, more hip flexion during early stance, and more ankle extension after toe-off. Runners with higher running distance showed less trunk rotation during swing. CONCLUSION The ANN accuracy was moderate when predicting whether runners had better, or poorer running economy, or had a higher or lower weekly training distance based on their running technique. The kinematic components that contributed the most to the classification may nevertheless inform future research and training.
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Affiliation(s)
- Bas Van Hooren
- NUTRIM School of Nutrition and Translational Research in Metabolism, Department of Nutrition and Movement Sciences, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Rebecca Lennartz
- Machine Learning and Data Analytics Lab, Department Artificial Intelligence in Biomedical Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Maartje Cox
- NUTRIM School of Nutrition and Translational Research in Metabolism, Department of Nutrition and Movement Sciences, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Fabian Hoitz
- Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, Alberta, Canada
- Human Performance Laboratory, Faculty of Kinesiology, University of Calgary, Calgary, Alberta, Canada
| | - Guy Plasqui
- NUTRIM School of Nutrition and Translational Research in Metabolism, Department of Nutrition and Movement Sciences, Maastricht University Medical Centre+, Maastricht, The Netherlands
| | - Kenneth Meijer
- NUTRIM School of Nutrition and Translational Research in Metabolism, Department of Nutrition and Movement Sciences, Maastricht University Medical Centre+, Maastricht, The Netherlands
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Sundström D, Kurz M, Björklund G. Runners Adapt Different Lower-Limb Movement Patterns With Respect to Different Speeds and Downhill Slopes. Front Sports Act Living 2021; 3:682401. [PMID: 34268493 PMCID: PMC8275652 DOI: 10.3389/fspor.2021.682401] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/03/2021] [Indexed: 12/23/2022] Open
Abstract
The aim of this study was to investigate the influence of slope and speed on lower-limb kinematics and energy cost of running. Six well-trained runners (VO2max 72 ± 6 mL·kg−1·min−1) were recruited for the study and performed (1) VO2max and energy cost tests and (2) an experimental running protocol at two speeds, 12 km·h−1 and a speed corresponding to 80% of VO2max (V80, 15.8 ± 1.3 km·h−1) on three different slopes (0°, −5°, and −10°), totaling six 5-min workload conditions. The workload conditions were randomly ordered and performed continuously. The tests lasted 30 min in total. All testing was performed on a large treadmill (3 × 5 m) that offered control over both speed and slope. Three-dimensional kinematic data of the right lower limb were captured during the experimental running protocol using eight infrared cameras with a sampling frequency of 150 Hz. Running kinematics were calculated using a lower body model and inverse kinematics approach. The generic model contained three, one, and two degrees of freedom at the hip, knee, and ankle joints, respectively. Oxygen uptake was measured throughout the experimental protocol. Maximum hip extension and flexion during the stance phase increased due to higher speed (p < 0.01 and p < 0.01, respectively). Knee extension at the touchdown and maximal knee flexion in the stance phase both increased on steeper downhill slopes (both p < 0.05). Ground contact time (GCT) decreased as the speed increased (p < 0.01) but was unaffected by slope (p = 0.73). Runners modified their hip movement pattern in the sagittal plane in response to changes in speed, whereas they altered their knee movement pattern during the touchdown and stance phases in response to changes in slope. While energy cost of running was unaffected by speed alone (p = 0.379), a shift in energy cost was observed for different speeds as the downhill gradient increased (p < 0.001). Energy cost was lower at V80 than 12 km·h−1 on a −5° slope but worse on a −10° slope. This indicates that higher speeds are more efficient on moderate downhill slopes (−5°), while lower speeds are more efficient on steeper downhill slopes (−10°).
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Affiliation(s)
- David Sundström
- Sports Tech Research Centre, Department of Quality Management and Mechanical Engineering, Mid Sweden University, Östersund, Sweden
| | - Markus Kurz
- Sports Tech Research Centre, Department of Quality Management and Mechanical Engineering, Mid Sweden University, Östersund, Sweden
| | - Glenn Björklund
- Swedish Winter Sport Research Centre, Department of Health Sciences, Mid Sweden University, Östersund, Sweden
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Lin JZ, Chiu WY, Tai WH, Hong YX, Chen CY. Ankle Muscle Activations during Different Foot-Strike Patterns in Running. SENSORS 2021; 21:s21103422. [PMID: 34069061 PMCID: PMC8156102 DOI: 10.3390/s21103422] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/11/2021] [Accepted: 05/11/2021] [Indexed: 11/16/2022]
Abstract
This study analysed the landing performance and muscle activity of athletes in forefoot strike (FFS) and rearfoot strike (RFS) patterns. Ten male college participants were asked to perform two foot strikes patterns, each at a running speed of 6 km/h. Three inertial sensors and five EMG sensors as well as one 24 G accelerometer were synchronised to acquire joint kinematics parameters as well as muscle activation, respectively. In both the FFS and RFS patterns, according to the intraclass correlation coefficient, excellent reliability was found for landing performance and muscle activation. Paired t tests indicated significantly higher ankle plantar flexion in the FFS pattern. Moreover, biceps femoris (BF) and gastrocnemius medialis (GM) activation increased in the pre-stance phase of the FFS compared with that of RFS. The FFS pattern had significantly decreased tibialis anterior (TA) muscle activity compared with the RFS pattern during the pre-stance phase. The results demonstrated that the ankle strategy focused on controlling the foot strike pattern. The influence of the FFS pattern on muscle activity likely indicates that an athlete can increase both BF and GM muscles activity. Altered landing strategy in cases of FFS pattern may contribute both to the running efficiency and muscle activation of the lower extremity. Therefore, neuromuscular training and education are required to enable activation in dynamic running tasks.
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Affiliation(s)
- Jian-Zhi Lin
- Department of Physical Education, National Taiwan University of Sport, Taichung 40404, Taiwan; (J.-Z.L.); (Y.-X.H.)
| | - Wen-Yu Chiu
- Department of Physical Education, National Taiwan University of Sport, Taichung 40404, Taiwan; (J.-Z.L.); (Y.-X.H.)
- Correspondence: (W.-Y.C.); (C.-Y.C.)
| | - Wei-Hsun Tai
- School of Physical Education, Quanzhou Normal University, Quanzhou 362000, China;
| | - Yu-Xiang Hong
- Department of Physical Education, National Taiwan University of Sport, Taichung 40404, Taiwan; (J.-Z.L.); (Y.-X.H.)
| | - Chung-Yu Chen
- Department of Physical Education, National Taiwan University of Sport, Taichung 40404, Taiwan; (J.-Z.L.); (Y.-X.H.)
- Correspondence: (W.-Y.C.); (C.-Y.C.)
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