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Husband SP, Wainwright B, Wilson F, Crump D, Mockler D, Carragher P, Nugent F, Simms CK. Cycling position optimisation - a systematic review of the impact of positional changes on biomechanical and physiological factors in cycling. J Sports Sci 2024; 42:1477-1490. [PMID: 39285616 DOI: 10.1080/02640414.2024.2394752] [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: 03/25/2024] [Accepted: 08/14/2024] [Indexed: 09/26/2024]
Abstract
Bike positional configuration changes strongly affect cycling performance. While consensus has emerged on saddle height optimisation, there is none for the relationship between other bike positional variables and cycling performance. Accordingly, this systematic review examines the effect of all major positional variables on performance in cycling, assessing differences between cycling disciplines and sex where possible. The systematic review, conducted per PRISMA guidelines, searched databases including Embase, Web of Science, Medline, and CINAHL, screening 16,578 studies. Of these, 47 were fully analysed. Study quality assessment using the NIH tool revealed none rated "good", 5 "fair" and 33 "poor". The analysis involved 724 participants (90 female, 454 male, 180 sex unstated). Studies focused on trunk angle/upper body position, handlebar height, Q factor, foot position, saddle fore-aft/height, seat tube angle and crank length. Participant cycling disciplines were often unspecified and few papers address women cyclists specifically. Key findings were associated with changing saddle height, trunk angle and saddle fore-aft. For trunk angle, accounting for the biomechanical and physiological effects as well as aerodynamic changes is important. Saddle fore-aft affects the hip angle and trunk angle. There are no clear recommendations for crank length, handlebar height, Q factor or cleat position.
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Affiliation(s)
- Sean Philip Husband
- School of Engineering and Centre for Biomedical Engineering, Trinity College Dublin, Dublin, Ireland
| | | | - Fiona Wilson
- School of Medicine, Trinity College Dublin, Ireland
| | - Danielle Crump
- School of Health and Social Care, University of Lincoln, Lincoln, UK
| | | | - Paul Carragher
- Department of Physiotherapy, Sport Ireland Institute, Dublin, Ireland
| | - Frank Nugent
- Department of Physical Education & Sport Sciences, University of Limerick, Lmerick, Ireland
| | - Ciaran Knut Simms
- School of Engineering and Centre for Biomedical Engineering, Trinity College Dublin, Dublin, Ireland
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Torres A, Nougarou F, Domingue F. Predicting pedalling metrics based on lower limb joint kinematics. Comput Methods Biomech Biomed Engin 2024:1-15. [PMID: 38934223 DOI: 10.1080/10255842.2024.2371044] [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: 03/29/2024] [Accepted: 06/16/2024] [Indexed: 06/28/2024]
Abstract
This study aimed to predict the index of effectiveness (IE) and positive impulse proportion (PIP) to assess the cyclist's pedalling technique from lower limb kinematic variables. Several wrapped feature selection techniques were applied to select the best predictors. To predict IE and PIP two multiple linear regressions (MLR) composed of 11 predictors (R² = 0.81 ± 0.12, R² = 0.81 ± 0.05) and two artificial neural networks (ANN) composed of 21 and 28 predictors (R² = 0.95 ± 0.01, R² = 0.92 ± 0.02) were developed. The ANN predicts with accuracy, and the MLR shows the influence of each predictor.
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Affiliation(s)
- Andrés Torres
- Département de génie électrique, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada
| | - François Nougarou
- Département de génie électrique, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada
| | - Frédéric Domingue
- Département de génie électrique, Université du Québec à Trois-Rivières, Trois-Rivières, Québec, Canada
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Bini RR, Serrancoli G, Santiago PRP, Pinto A, Moura F. Validity of Neural Networks to Determine Body Position on the Bicycle. RESEARCH QUARTERLY FOR EXERCISE AND SPORT 2023; 94:905-912. [PMID: 35575754 DOI: 10.1080/02701367.2022.2070103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Accepted: 04/20/2022] [Indexed: 06/15/2023]
Abstract
Purpose: With the increased access to neural networks trained to estimate body segments from images and videos, this study assessed the validity of some of these networks in enabling the assessment of body position on the bicycle. Methods: Fourteen cyclists pedaled stationarily in one session on their own bicycles while video was recorded from their sagittal plane. Reflective markers attached to key bony landmarks were used to manually digitize joint angles at two positions of the crank (3 o'clock and 6 o'clock) extracted from the videos (Reference method). These angles were compared to measurements taken from videos generated by two deep learning-based approaches designed to automatically estimate human joints (Microsoft Research Asia-MSRA and OpenPose). Results: Mean bias for OpenPose ranged between 0.03° and 1.81°, while the MSRA method presented errors between 2.29° and 12.15°. Correlation coefficients were stronger for OpenPose than for the MSRA method in relation to the Reference method for the torso (r = 0.94 vs. 0.92), hip (r = 0.69 vs. 0.60), knee (r = 0.80 vs. 0.71), and ankle (r = 0.23 vs. 0.20). Conclusion: OpenPose presented better accuracy than the MSRA method in determining body position on the bicycle, but both methods seem comparable in assessing implications from changes in bicycle configuration.
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Affiliation(s)
| | | | | | - Allan Pinto
- Institute of Computing, State University of Compinas
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Rizo Albero J, Pérez-Soriano P, Encarnación-Martínez A. The effect of saddle setback and cycling intensity on saddle pressures and comfort in male and female recreational cyclists. J Sports Sci 2023; 41:999-1007. [PMID: 37729580 DOI: 10.1080/02640414.2023.2259200] [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: 02/23/2023] [Accepted: 08/24/2023] [Indexed: 09/22/2023]
Abstract
Cycling is a recreational activity that helps to prevent different diseases. The practice of this popular worldwide sport requires the cyclist to maintain a particular posture in contact with the pedals, handlebars, and saddle for long periods of time. Therefore, the study of the pressure exerted on the saddle is of great importance as it is directly related to the reduction of perineal injuries and pathologies. The present research aims to study the effect on comfort and saddle pressures when performing a cycloergometer test using 3 saddle positions: own setback position (P1), forward [-10% (P2)], backward [+10% (P3)] at two exercise intensities (Ventilatory Threshold: VT1 and VT2). 34 amateur cyclists (14 women, 20 men) were analysed. The results showed that comfort was significantly reduced in P3 (p < 0.01) and significantly increased for some items in the VT1 condition and for men in P1 regarding overall comfort (p < 0.01, ES = 0.105). In addition, the average and maximum pressure in the pubic region were significantly higher at P3 (p < 0.001) and men show higher values for average pressure compared to women (p = 0.006, ES = 0.235). In conclusion, backward saddle setback positions increase pressure and discomfort to recreational cyclists in comparison with the forward and own setback position, which could increase the risk of injury.
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Affiliation(s)
- Julia Rizo Albero
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, University of Valencia, Valencia, Spain
| | - Pedro Pérez-Soriano
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, University of Valencia, Valencia, Spain
- Red Española de Investigación del Rendimiento Deportivo en Ciclismo y Mujer (REDICYM), University of Valencia, Valencia, Spain
| | - Alberto Encarnación-Martínez
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, University of Valencia, Valencia, Spain
- Red Española de Investigación del Rendimiento Deportivo en Ciclismo y Mujer (REDICYM), University of Valencia, Valencia, Spain
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Bini RR, Encarnación-Martínez A, Priego-Quesada JI, Carpes FP. Details our eyes cannot see: Challenges for the analysis of body position during bicycle fitting. Sports Biomech 2023; 22:485-493. [PMID: 36866637 DOI: 10.1080/14763141.2021.1987509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/04/2023]
Affiliation(s)
- Rodrigo R Bini
- La Trobe Rural Health School, La Trobe University, Bendigo, Australia.,Sport Performance Research Institute New Zealand, Auckland University of Technology, Auckland, New Zealand
| | - Alberto Encarnación-Martínez
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, Universitat de València, Valencia, Spain
| | - Jose I Priego-Quesada
- Research Group in Sports Biomechanics (GIBD), Department of Physical Education and Sports, Universitat de València, Valencia, Spain
| | - Felipe P Carpes
- Applied Neuromechanics Research Group, Universidade Federal do Pampa, Uruguaiana, Brazil
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García-López J, Ferrer-Roca V, Floría P. The effect of changes in saddle height on coordination and its variability during pedalling cycle. Sports Biomech 2022:1-14. [PMID: 35943332 DOI: 10.1080/14763141.2022.2109510] [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: 03/10/2022] [Accepted: 07/29/2022] [Indexed: 10/15/2022]
Abstract
Modifications in saddle height affect the range of movement of the lower limb's joints during pedalling. Although its effect on movement patterns is poorly understood. The purpose of this study was to analyse the acute effects of small changes in bicycle saddle height on pedalling coordination and its variability. Lower extremity kinematic data were collected in random order for ten well-trained cyclists while pedalling at three different saddle heights: preferred, 2% higher and 2% lower than preferred position. A dynamical systems approach was used to quantify the coordination and its variability for selected joint couplings. Modifications in saddle height produced large changes in the frequency of movement patterns, although they were not enough to alter the coordination classification. Lowering the saddle height increased the frequency of the proximal coordinative hip-ankle pattern (F = 11.77, p < .01) and knee-ankle couplings (F = 14.39, p < .01), while decreasing inphase coordination (F > 11.03, p < .01) during the propulsive phase. Pedalling coordination variability was not affected, being greatest during the movement transitions and when the ankle joint was included in the coupling. This study demonstrated that pedalling pattern coordination and coordination variability were generally stable to acute small changes in saddle height in well-trained cyclists.
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Affiliation(s)
- Juan García-López
- Faculty of Physical Activity and Sport Sciences, Universidad de León, León, Spain
| | | | - Pablo Floría
- Physical Performance & Sports Research, Universidad Pablo de Olavide, Seville, Spain
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Yum H, Kim H, Lee T, Park MS, Lee SY. Cycling kinematics in healthy adults for musculoskeletal rehabilitation guidance. BMC Musculoskelet Disord 2021; 22:1044. [PMID: 34911507 PMCID: PMC8675512 DOI: 10.1186/s12891-021-04905-2] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 11/23/2021] [Indexed: 11/20/2022] Open
Abstract
Background Stationary cycling is commonly used for postoperative rehabilitation of physical disabilities; however, few studies have focused on the three-dimensional (3D) kinematics of rehabilitation. This study aimed to elucidate the three-dimensional lower limb kinematics of people with healthy musculoskeletal function and the effect of sex and age on kinematics using a controlled bicycle configuration. Methods Thirty-one healthy adults participated in the study. The position of the stationary cycle was standardized using the LeMond method by setting the saddle height to 85.5% of the participant’s inseam. The participants maintained a pedaling rate of 10–12 km/h, and the average value of three successive cycles of the right leg was used for analysis. The pelvis, hip, knee, and ankle joint motions during cycling were evaluated in the sagittal, coronal, and transverse planes. Kinematic data were normalized to 0–100% of the cycling cycle. The Kolmogorov-Smirnov test, Mann-Whitney U test, Kruskal-Wallis test, and k-fold cross-validation were used to analyze the data. Results In the sagittal plane, the cycling ranges of motion (ROMs) were 1.6° (pelvis), 43.9° (hip), 75.2° (knee), and 26.9° (ankle). The coronal plane movement was observed in all joints, and the specific ROMs were 6.6° (knee) and 5.8° (ankle). There was significant internal and external rotation of the hip (ROM: 11.6°), knee (ROM: 6.6°), and ankle (ROM: 10.3°) during cycling. There was no difference in kinematic data of the pelvis, hip, knee, and ankle between the sexes (p = 0.12 to 0.95) and between different age groups (p = 0.11 to 0.96) in all anatomical planes. Conclusions The kinematic results support the view that cycling is highly beneficial for comprehensive musculoskeletal rehabilitation. These results might help clinicians set a target of recovery ROM based on healthy and non-elite individuals and issue suitable guidelines to patients. Supplementary Information The online version contains supplementary material available at 10.1186/s12891-021-04905-2.
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Affiliation(s)
- Haeun Yum
- Division of Mechanical and Biomedical Engineering, Ewha Womans University, Seoul, South Korea
| | - Hyang Kim
- New Horizon Biomedical Engineering Institute, Myongji Hospital, Goyang, Gyeonggi-do, South Korea
| | - Taeyong Lee
- Division of Mechanical and Biomedical Engineering, Ewha Womans University, Seoul, South Korea.,Graduate Program in System Health Science and Engineering (BK21 Plus Program), Ewha Womans University, Seoul, South Korea
| | - Moon Seok Park
- Department of Orthopaedic Surgery, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, South Korea
| | - Seung Yeol Lee
- Department of Orthopaedic Surgery, Myongji Hospital, Hanyang University College of Medicine, 55, Hwasu-ro 14beon-gil, Deogyang-gu, Goyang-si, Gyeonggi-do, 10475, South Korea.
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Gatti AA, Keir PJ, Noseworthy MD, Beauchamp MK, Maly MR. Equations to Prescribe Bicycle Saddle Height based on Desired Joint Kinematics and Bicycle Geometry. Eur J Sport Sci 2021; 22:344-353. [PMID: 33691592 DOI: 10.1080/17461391.2021.1902570] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
METHODS Forty healthy adults (17 women, 23 men; mean (SD): 28.6 (7.2) years; 24.2 (2.6) kg/m2) participated. Kinematic analyses were conducted for 18 three-minute bicycling bouts including all combinations of 3 horizontal and 3 vertical saddle positions, and 2 crank arm lengths. For both minimum and maximum knee flexion, predictors were identified using Least Absolute Shrinkage and Selection Operator (LASSO) regression, and final models were fit using linear regression. Secondary analyses determined if saddle height equations were sex dependent. RESULTS The equation to predict saddle position from minimum knee flexion angle (R2=0.97; root mean squared error (RMSE) = 1.15 cm) was: Saddle height (cm) = 7.41 + 0.82(inseam cm) - 0.1(minimum knee flexion °) + 0.003(inseam cm)(seat tube angle °). The maximum knee flexion equation (R2=0.97; RMSE=1.15 cm) was: Saddle height (cm) = 41.63 + 0.78(inseam cm) - 0.25(maximum knee flexion °) + 0.002(inseam cm)(seat tube angle °). The saddle height equations were not dependent on sex. CONCLUSIONS These equations provide a novel, practical strategy for bicycle-fit that accounts for rider anthropometrics, bicycle geometry and user-defined kinematics. HighlightsThis work developed simple equations to prescribed bicycle saddle height that elicits desired knee kinematics.Separate equations are presented for prescribing minimum or maximum knee flexion angle.Equations can be generalized to riders of both sexes, and a breadth of anthropometrics and ages.
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Affiliation(s)
- Anthony A Gatti
- School of Rehabilitation Sciences, McMaster University, Hamilton, Canada
| | - Peter J Keir
- Department of Kinesiology, McMaster University, Hamilton, Canada
| | - Michael D Noseworthy
- School of Biomedical Engineering, McMaster University, Hamilton, Canada.,School of Electrical and Computer Engineering, McMaster University, Hamilton, Canada
| | - Marla K Beauchamp
- School of Rehabilitation Sciences, McMaster University, Hamilton, Canada.,Department of Medicine, McMaster University, Hamilton, Canada
| | - Monica R Maly
- School of Rehabilitation Sciences, McMaster University, Hamilton, Canada.,Department of Kinesiology, McMaster University, Hamilton, Canada.,Department of Kinesiology, University of Waterloo, Waterloo, Canada
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Abstract
PURPOSE Individuals with cerebral palsy (CP), ambulatory or not, have less bone strength and density than their peers. Aging individuals with CP are at a higher risk for nontraumatic fractures, progressive deformity, pain, and spinal stenosis. Critical periods for skeletal formation are during prepuberty and adolescence. Applying mechanostat theory to exercise design for individuals with CP may be beneficial. METHODS Principles of mechanostat theory, particularly the osteogenic index, is applied to guide the design of exercise programs based on varying levels of physical capacity. RESULTS Recommendations are made for optimizing dosing of a variety of interventions for improving bone health among individuals with CP based on mechanostat theory with specific type, number of repetitions, and frequency. CONCLUSIONS Researchers and clinicians are called to action to consider the role of exercise throughout the lifespan for all individuals with CP, regardless of level of severity.
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Bini R, Hume P. Reproducibility of lower limb motion and forces during stationary submaximal pedalling using wearable motion tracking sensors. Sports Biomech 2020:1-22. [PMID: 32623961 DOI: 10.1080/14763141.2020.1776760] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
In order to address gaps in the literature, this study assessed the reproducibility (i.e., difference between and within sessions) of joint and muscle forces using wearable sensors during stationary cycling. Seventeen male cyclists performed two sessions on a cycle ergometer cycling at a combination of three power outputs (1.5, 2.5 and 3.5 W/kg) and three pedalling cadences (60, 80 and 100 rpm) in two sessions (2-7 days apart). The first trial from each session was repeated at the end of the session for assessment of within-session reproducibility. Three-dimensional (3D) full-body motion and 3D bilateral pedal forces were collected using an inertial motion tracking system and a pair of instrumented pedals, respectively. Joint angles, muscle forces and knee joint forces were computed using OpenSim. Poor to excellent agreement (ICCs = 0.31-0.99) was observed and differences were trivial to small and non-significant between trials within-session. Poor to excellent agreement (ICCs = 0.05-0.97) was observed and differences were trivial to large between sessions. Variability can be attributed to changes in muscle recruitment strategies (within and between-sessions) and to repositioning of sensors (between-sessions).
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Affiliation(s)
- Rodrigo Bini
- La Trobe Rural Health School, La Trobe University, Bendigo, Australia.,Sports Performance Research Institute New Zealand, AUT University, Auckland, New Zealand
| | - Patria Hume
- Sports Performance Research Institute New Zealand, AUT University, Auckland, New Zealand
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Hinder J, Jäger M. [Current trends and injuries in cycling: faster, further, e-bike?]. DER ORTHOPADE 2019; 48:1019-1029. [PMID: 31659425 DOI: 10.1007/s00132-019-03824-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
During the past decade, technical innovations (e.g., carbon as a new material, disk brakes, hydraulic shock absorbers, electric transmissions) and lifestyle changes have significantly influenced recreational and professional cycling. In contrast to the past, where ambitious leisure cyclists were primarily interested in the recreational value of nature and landscape, cyclists of all ages are nowadays increasingly focused on performance and self-optimization. Simultaneously, manufacturers have adapted to differing customer requirements: besides the traditional extremities of road and mountain bikes, many specialized models have been designed for special applications: trekking, cyclocross, gravel, full-suspension, single-track, hardtail, downhill, fatbike, etc. For biking fans who are no longer able to meet their own demands due to individual physical restrictions or defined health problems, electric-assist bikes (pedelecs or "e-bikes") were recently introduced. While these are becoming increasingly popular, they have also increased the number of accidents and injuries. The current work provides an update on relevant sport medical and orthopaedic challenges brought on by these developments in cycling.
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Affiliation(s)
- J Hinder
- Institut für Sportmedizin, Universität Münster, Münster, Deutschland
| | - M Jäger
- Lehrstuhl für Orthopädie & Unfallchirurgie, Universität Duisburg-Essen, Klinik für Orthopädie, Unfall- und Wiederherstellungschirurgie, St. Marien-Hospital Mülheim a.d.R. (Contilia), Kaiserstraße 50, 45468, Mülheim/Ruhr, Deutschland.
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