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Haris F, Jan YK, Liau BY, Hsieh CW, Shen WC, Tai CC, Shih YH, Lung CW. Plantar pressure gradient and pressure gradient angle are affected by inner pressure of air insole. Front Bioeng Biotechnol 2024; 12:1353888. [PMID: 38529404 PMCID: PMC10961410 DOI: 10.3389/fbioe.2024.1353888] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 02/21/2024] [Indexed: 03/27/2024] Open
Abstract
Clinically, air insoles may be applied to shoes to decrease plantar pressure gradient (PPG) and increase plantar gradient angle (PGA) to reduce foot ulcers. PPG and PGA may cause skin breakdown. The effects of different inner pressures of inflatable air insoles on dynamic PPG and PGA distributions are largely unknown in non-diabetics and people with diabetes. This study aimed to explore the impact of varying inner air insole pressures on PPG and PGA to establish early mitigation strategies for people at risk of foot ulcers. A repeated measures study design, including three air insoles (80 mmHg, 160 mmHg, and 240 mmHg) and two walking durations (10 and 20 min) for a total of six walking protocols, was tested on 13 healthy participants (height, 165.8 ± 8.4 cm; age, 27.0 ± 7.3 years; and weight, 56.0 ± 7.9 kg, BMI: 20.3 ± 1.7 kg/m^2) over three consecutive weeks. PPG, a measurement of the spatial variation in plantar pressure around the peak plantar pressure (PPP) and PGA, a variation in the gradient direction values at the three plantar regions, big toe (T1), first metatarsal head (M1), and second metatarsal head (M2), were calculated. This study indicated that PPG was lower at 80 mmHg air insoles after 20 min of walking in the M1 region (p = 0.010). The PGA in the M2 increased at an air insole of 80 mmHg compared to 240 mmHg (p = 0.015). Compared to 20 min, the 10 min walking duration at 240 mmHg of air insole had the lowest PPG in the M1 (p = 0.015) and M2 (p = 0.034) regions. The 80 mmHg air insole significantly lowered the PPG compared to a 160 mmHg and 240 mmHg air insole. Moreover, the 80 mmHg air insole significantly decreased PPP and increased PGA compared to the 160 mmHg and 240 mmHg air insole. A shorter walking period (10 min) significantly lowered PPG. The findings of this study suggest that people with a higher risk of foot ulcers should wear softer air insoles to have a lower PPG, as well as an increased PGA.
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Affiliation(s)
- Fahni Haris
- Department of Healthcare Administration, Asia University, Taichung, Taiwan
- School of Nursing, Universitas Muhammadiyah Yogyakarta, Yogyakarta, Indonesia
| | - Yih-Kuen Jan
- Rehabilitation Engineering Lab, University of Illinois at Urbana-Champaign, Champaign, IL, United States
| | - Ben-Yi Liau
- Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan
| | - Chang-Wei Hsieh
- Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan
| | - Wei-Cheng Shen
- Department of Digital Media Design, Asia University, Taichung, Taiwan
| | - Chien-Cheng Tai
- International Ph.D. Program for Cell Therapy and Regeneration Medicine, Taipei Medical University, Taipei, Taiwan
| | - Yin-Hwa Shih
- Department of Healthcare Administration, Asia University, Taichung, Taiwan
| | - Chi-Wen Lung
- Rehabilitation Engineering Lab, University of Illinois at Urbana-Champaign, Champaign, IL, United States
- Department of Creative Product Design, Asia University, Taichung, Taiwan
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The pressure time integral: An underused, clinically significant parameter as a determinant of neuropathic ulceration in diabetes. Gait Posture 2023; 100:210-215. [PMID: 36621193 DOI: 10.1016/j.gaitpost.2022.12.018] [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: 11/12/2022] [Revised: 12/03/2022] [Accepted: 12/28/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND The purpose of this study was to evaluate plantar pressure dynamics in the occurrence of active diabetic neuropathic ulceration (DNU) and any changes in loadings occurring in individuals with a history of diabetic neuropathic ulceration (DHNU). Since current gold standard offloading strategies are not producing desirable healing outcomes and optimum ulcer prevention, this study aimed to better understand the effect of diabetic peripheral neuropathy (DPN) and ulceration on mean peak plantar pressure (MPPP) and pressure-time integral (PTI) changes. RESEARCH QUESTION Is there a redistribution of plantar pressure during gait in the presence of active and history of diabetic neuropathic ulceration? METHODS A prospective, cross-sectional study was conducted, in which, eighty adult participants were divided into four groups, namely, the DM, DPN, DNU and DHNU groups. Participants were instructed to walk barefoot over a Tekscan HR Mat™ at self-selected speed. MPPP and PTI data were analysed under five forefoot anatomical landmarks and compared between individuals with and without active neuropathic ulceration. RESULTS Minimal MPPP significant changes were observed between ulcerated and non-ulcerated groups, however, PTI values were significantly increased in the ulcerated groups under all plantar ulceration regions. No significant plantar pressure differences were observed between the DNU and DHNU groups. Logistic regression tests demonstrated that as PTIs under the hallux increase, the likelihood of an individual living with DPN developing ulceration increases. SIGNIFICANCE A significant increase in PTI values in the presence of ulceration highlights the importance of evaluating the duration of loads under forefoot regions during gait rather than just focusing on the magnitude of pressures during ulcer management and prevention. Moreover, results show that PTI values remain high in the presence of a history of neuropathic ulceration, possibly demonstrating the value of PTI as a clinical tool over MPPP in the assessment of the high-risk diabetic foot.
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Vaidya R, Lake SP, Zellers JA. Effect of Diabetes on Tendon Structure and Function: Not Limited to Collagen Crosslinking. J Diabetes Sci Technol 2023; 17:89-98. [PMID: 35652696 PMCID: PMC9846394 DOI: 10.1177/19322968221100842] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Diabetes mellitus (DM) is associated with musculoskeletal complications-including tendon dysfunction and injury. Patients with DM show altered foot and ankle mechanics that have been attributed to tendon dysfunction as well as impaired recovery post-tendon injury. Despite the problem of DM-related tendon complications, treatment guidelines specific to this population of individuals are lacking. DM impairs tendon structure, function, and healing capacity in tendons throughout the body, but the Achilles tendon is of particular concern and most studied in the diabetic foot. At macroscopic levels, asymptomatic, diabetic Achilles tendons may show morphological abnormalities such as thickening, collagen disorganization, and/or calcific changes at the tendon enthesis. At smaller length scales, DM affects collagen sliding and discrete plasticity due to glycation of collagen. However, how these alterations translate to mechanical deficits observed at larger length scales is an area of continued investigation. In addition to dysfunction of the extracellular matrix, tendon cells such as tenocytes and tendon stem/progenitor cells show significant abnormalities in proliferation, apoptosis, and remodeling capacity in the presence of hyperglycemia and advanced glycation end-products, thus contributing to the disruption of tendon homeostasis and healing. Improving our understanding of the effects of DM on tendons-from molecular pathways to patients-will progress toward targeted therapies in this group at high risk of foot and ankle morbidity.
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Affiliation(s)
- Rachana Vaidya
- Washington University School of
Medicine, St. Louis, MO, USA
| | | | - Jennifer A. Zellers
- Washington University School of
Medicine, St. Louis, MO, USA
- Jennifer A. Zellers, PT, DPT, PhD,
Washington University School of Medicine, 4444 Forest Park Ave., Suite
1101, St. Louis, MO 63108, USA.
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Barton T, Low DA, Thijssen DHJ, Romviel S, Sloots M, Smit CAJ, Janssen TWJ. Twelve-Week Daily Gluteal and Hamstring Electrical Stimulation Improves Vascular Structure and Function, Limb Volume, and Sitting Pressure in Spinal Cord Injury: A Pilot Feasibility Study. Am J Phys Med Rehabil 2022; 101:913-919. [PMID: 36104843 DOI: 10.1097/phm.0000000000001929] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We examined the long-term effects of low-intensity electrical stimulation on (micro)vasculature and sitting pressure of a home-based, wearable electrical stimulation device in a pilot feasibility study. DESIGN In a cohort observation before-after trial, nine middle-aged male (n = 8) and female (n = 1) individuals (48 ± 15 yrs) with American Spinal Injury Association A-C classified chronic (1-24 yrs) spinal cord injury underwent 12 wks of self-administered daily, low-intensity gluteal and hamstring electrical stimulation (50 Hz, 6 hrs [30-min electrical stimulation, 15-min rest]). Common femoral artery diameter and blood blow were determined with ultrasound, skin vascular function during local heating was assessed using Laser-Doppler flowmetry, thigh volume was estimated using leg circumferences and skinfolds, and interface sitting pressure was measured using pressure mapping. RESULTS Resting common femoral artery diameter increased (0.73 ± 0.20 to 0.79 ± 0.22 cm, P < 0.001) and baseline common femoral artery blood flow increased (0.28 ± 0.12 to 0.40 ± 0.15 l/min, P < 0.002). Gluteal cutaneous vascular conductance showed a time*temperature interaction (P = 0.01) with higher conductance at 42°C after 12 wks. Ischial peak pressure decreased (P = 0.003) by 32 ± 23 mm Hg and pressure gradient decreased (23 ± 7 to 16 ± 6 mm Hg, P = 0.007). Thigh volume increased (+19%, P = 0.01). CONCLUSIONS Twelve-week daily home-based gluteal and hamstring electrical stimulation is feasible and effective to improve (micro)vasculature and sitting pressure, and electrical stimulation may have clinical implications for ameliorating pressure ulcers and (micro)vascular complications in spinal cord injury.
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Affiliation(s)
- Thomas Barton
- From the Research Institute for Sport and Exercise Science, Liverpool John Moores University, Liverpool, United Kingdom (TB, DAL, DHJT); Department of Physiology, Radboud University Nijmegen Medical Centre, Nijmegen, the Netherlands (DHJT); Amsterdam Rehabilitation Research Center, Reade, Amsterdam, the Netherlands (SR, MS, CAJS, TWJJ); Department of Rehabilitation and Sports Medicine for Top Athletes, University Medical Center Utrecht, Utrecht, the Netherlands (MS); and Department of Human Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands (TWJJ)
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Lung CW, Mo PC, Cao C, Zhang K, Wu FL, Liau BY, Jan YK. Effects of walking speeds and durations on the plantar pressure gradient and pressure gradient angle. BMC Musculoskelet Disord 2022; 23:823. [PMID: 36042445 PMCID: PMC9426236 DOI: 10.1186/s12891-022-05771-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 07/25/2022] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Walking exercise has been demonstrated to improve health in people with diabetes. However, it is largely unknown the influences of various walking intensities such as walking speeds and durations on dynamic plantar pressure distributions in non-diabetics and diabetics. Traditional methods ignoring time-series changes of plantar pressure patterns may not fully capture the effect of walking intensities on plantar tissues. The purpose of this study was to investigate the effect of various walking intensities on the dynamic plantar pressure distributions. In this study, we introduced the peak pressure gradient (PPG) and its dynamic patterns defined as the pressure gradient angle (PGA) to quantify dynamic changes of plantar pressure distributions during walking at various intensities. METHODS Twelve healthy participants (5 males and 7 females) were recruited in this study. The demographic data were: age, 27.1 ± 5.8 years; height, 1.7 ± 0.1 m; and weight, 63.5 ± 13.5 kg (mean ± standard deviation). An insole plantar pressure measurement system was used to measure plantar pressures during walking at three walking speeds (slow walking 1.8 mph, brisk walking 3.6 mph, and slow running 5.4 mph) for two durations (10 and 20 min). The gradient at a location is defined as the unique vector field in the two-dimensional Cartesian coordinate system with a Euclidean metric. PGA was calculated by quantifying the directional variation of the instantaneous peak gradient vector during stance phase of walking. PPG and PGA were calculated in the plantar regions of the first toe, first metatarsal head, second metatarsal head, and heel at higher risk for foot ulcers. Two-way ANOVA with Fisher's post-hoc analysis was used to examine the speed and duration factors on PPG and PGA. RESULTS The results showed that the walking speeds significantly affect PPG (P < 0.05) and PGA (P < 0.05), and the walking durations does not. No interaction between the walking duration and speed was observed. PPG in the first toe region after 5.4 mph for either 10 or 20 min was significantly higher than 1.8 mph. Meanwhile, after 3.6 mph for 20 min, PPG in the heel region was significantly higher than 1.8 mph. Results also indicate that PGA in the forefoot region after 3.6 mph for 20 min was significantly narrower than 1.8 mph. CONCLUSIONS Our findings indicate that people may walk at a slow speed at 1.8 mph for reducing PPG and preventing PGA concentrated over a small area compared to brisk walking at 3.6 mph and slow running at 5.4 mph.
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Affiliation(s)
- Chi-Wen Lung
- grid.35403.310000 0004 1936 9991Rehabilitation Engineering Lab, Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL USA ,grid.252470.60000 0000 9263 9645Department of Creative Product Design, Asia University, Taichung, Taiwan
| | - Pu-Chun Mo
- grid.35403.310000 0004 1936 9991Rehabilitation Engineering Lab, Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL USA
| | - Chunmei Cao
- grid.12527.330000 0001 0662 3178Division of Sports Science and Physical Education, Tsinghua University, Beijing, China
| | - Keying Zhang
- grid.12527.330000 0001 0662 3178Division of Sports Science and Physical Education, Tsinghua University, Beijing, China
| | - Fu-Lien Wu
- grid.35403.310000 0004 1936 9991Rehabilitation Engineering Lab, Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL USA
| | - Ben-Yi Liau
- grid.411432.10000 0004 1770 3722Department of Biomedical Engineering, Hungkuang University, Taichung, Taiwan
| | - Yih-Kuen Jan
- grid.35403.310000 0004 1936 9991Rehabilitation Engineering Lab, Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL USA
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Jones AD, De Siqueira J, Nixon JE, Siddle HJ, Culmer PR, Russell DA. Plantar shear stress in the diabetic foot: A systematic review and meta-analysis. Diabet Med 2022; 39:e14661. [PMID: 34324731 DOI: 10.1111/dme.14661] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 07/17/2021] [Accepted: 07/27/2021] [Indexed: 01/21/2023]
Abstract
AIMS Diabetic foot ulceration (DFU) is a multifactorial process involving undetected, repetitive trauma resulting in inflammation and tissue breakdown. Shear stress forms a major part of plantar load, the aim of this review is to determine whether elevated shear stress results in ulceration. METHODS A systematic review of the Ovid Medline, EMBASE, CINAHL and Cochrane library databases was performed. Studies involving patients with diabetes who underwent plantar shear stress assessment were included. The primary outcome was plantar shear stress in patients with diabetes who had a current/previous DFU compared with those with no prior ulceration. Meta-analysis was performed comparing shear stress between those with a current or previous DFU and those without, and those with diabetes and healthy controls. RESULTS The search strategy identified 1461 potentially relevant articles, 16 studies met the inclusion criteria, involving a total of 597 patients. Comparing shear stress between the current/previous DFU group and those without: Standardised mean difference (SMD) 0.62 (95% CI -0.01 to 1.25), in favour of greater shear stress within the DFU group, p = 0.05. Comparing shear stress between people with diabetes and healthy controls: 0.36 (95% CI -0.31 to 1.03), in favour of greater shear stress within the diabetes group, p = 0.29. CONCLUSION This review suggests that that patients with diabetes and a history of ulceration exhibit greater shear stress than their ulcer-free counterparts. This strengthens the premise that development of systems to measure shear stress may be helpful in DFU prediction and prevention.
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Affiliation(s)
- Alexander D Jones
- Leeds Vascular Institute, Leeds Teaching Hospitals NHS Trust, Leeds, UK
| | - Jonathan De Siqueira
- Leeds Vascular Institute, Leeds Teaching Hospitals NHS Trust, Leeds, UK
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Jane E Nixon
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Heidi J Siddle
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Peter R Culmer
- Leeds School of Mechanical Engineering, University of Leeds, Leeds, UK
| | - David A Russell
- Leeds Vascular Institute, Leeds Teaching Hospitals NHS Trust, Leeds, UK
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
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Human Achilles tendon mechanical behavior is more strongly related to collagen disorganization than advanced glycation end-products content. Sci Rep 2021; 11:24147. [PMID: 34921194 PMCID: PMC8683434 DOI: 10.1038/s41598-021-03574-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 12/03/2021] [Indexed: 12/25/2022] Open
Abstract
Diabetes is associated with impaired tendon homeostasis and subsequent tendon dysfunction, but the mechanisms underlying these associations is unclear. Advanced glycation end-products (AGEs) accumulate with diabetes and have been suggested to alter tendon function. In vivo imaging in humans has suggested collagen disorganization is more frequent in individuals with diabetes, which could also impair tendon mechanical function. The purpose of this study was to examine relationships between tendon tensile mechanics in human Achilles tendon with accumulation of advanced glycation end-products and collagen disorganization. Achilles tendon specimens (n = 16) were collected from individuals undergoing lower extremity amputation or from autopsy. Tendons were tensile tested with simultaneous quantitative polarized light imaging to assess collagen organization, after which AGEs content was assessed using a fluorescence assay. Moderate to strong relationships were observed between measures of collagen organization and tendon tensile mechanics (range of correlation coefficients: 0.570-0.727), whereas no statistically significant relationships were observed between AGEs content and mechanical parameters (range of correlation coefficients: 0.020-0.210). Results suggest that the relationship between AGEs content and tendon tensile mechanics may be masked by multifactorial collagen disorganization at larger length scales (i.e., the fascicle level).
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8
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Emerging technologies for the prevention and management of diabetic foot ulcers. J Tissue Viability 2020; 29:61-68. [DOI: 10.1016/j.jtv.2020.03.003] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Revised: 12/27/2019] [Accepted: 03/14/2020] [Indexed: 12/14/2022]
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Exploring the Influence of Wheelchair-User Interface and Personal Characteristics on Ischial Tuberosity Peak Pressure Index and Gradient in Elite Wheelchair Basketball Players. Adapt Phys Activ Q 2020; 37:56-71. [PMID: 31837647 DOI: 10.1123/apaq.2019-0030] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/21/2019] [Accepted: 06/26/2019] [Indexed: 11/18/2022] Open
Abstract
This pilot study investigated the relationship between personal and wheelchair factors on skin pressures at the ischial tuberosity in wheelchair basketball players. Seventeen wheelchair basketball players (7 male and 10 female) were evaluated during static and dynamic propulsive conditions while peak pressure index and peak pressure gradient were recorded with an interface pressure mat. The results showed that greater seat dump angles and backrest heights were negatively associated with the peak pressure index. Therapeutic cushion use was moderately associated with a reduced peak pressure gradient. Higher-class players used chair configurations associated with augmented pressure; however, classification status alone was not associated with pressure magnitude. Body mass index was negatively correlated with the static peak pressure gradient at levels approaching significance (p < .10). In conclusion, greater seat dump angles and backrest heights may provide pressure relief, whereas greater body mass index and therapeutic cushion use may reduce pressure gradients.
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Abstract
Biomechanical changes to the lower extremity in patients with diabetes mellitus are typically greatest with peripheral neuropathy, although peripheral arterial disease also impacts limb function. Changes to anatomic structures can impact daily function. These static changes, coupled with kinetic and kinematic changes of gait, lead to increased vertical and shear ground reactive forces, resulting in ulcerations. Unsteadiness secondary to diminished postural stability and increased sway increase fall risk. These clinical challenges and exacerbation of foot position and dynamic changes associated with limb salvage procedures, amputations, and prostheses are necessary and can impact daily function, independence, quality of life, and mortality.
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Affiliation(s)
- Jonathan M Labovitz
- Clinical Education and Graduate Services, College of Podiatric Medicine, Western University of Health Sciences, 309 East Second Street, Pomona, CA 91766, USA.
| | - Dana Day
- College of Podiatric Medicine, Western University of Health Sciences, 309 East Second Street, Pomona, CA 91766, USA; Chino Valley Medical Center, Chino, CA 91710, USA
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Jones P, Bibb R, Davies M, Khunti K, McCarthy M, Webb D, Zaccardi F. Prediction of Diabetic Foot Ulceration: The Value of Using Microclimate Sensor Arrays. J Diabetes Sci Technol 2020; 14:55-64. [PMID: 31596145 PMCID: PMC7189165 DOI: 10.1177/1932296819877194] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
BACKGROUND Accurately predicting the risk of diabetic foot ulceration (DFU) could dramatically reduce the enormous burden of chronic wound management and amputation. Yet, the current prognostic models are unable to precisely predict DFU events. Typically, efforts have focused on individual factors like temperature, pressure, or shear rather than the overall foot microclimate. METHODS A systematic review was conducted by searching PubMed reports with no restrictions on start date covering the literature published until February 20, 2019 using relevant keywords, including temperature, pressure, shear, and relative humidity. We review the use of these variables as predictors of DFU, highlighting gaps in our current understanding and suggesting which specific features should be combined to develop a real-time microclimate prognostic model. RESULTS The current prognostic models rely either solely on contralateral temperature, pressure, or shear measurement; these parameters, however, rarely reach 50% specificity in relation to DFU. There is also considerable variation in methodological investigation, anatomical sensor configuration, and resting time prior to temperature measurements (5-20 minutes). Few studies have considered relative humidity and mean skin resistance. CONCLUSION Very limited evidence supports the use of single clinical parameters in predicting the risk of DFU. We suggest that the microclimate as a whole should be considered to predict DFU more effectively and suggest nine specific features which appear to be implicated for further investigation. Technology supports real-time in-shoe data collection and wireless transmission, providing a potentially rich source of data to better predict the risk of DFU.
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Affiliation(s)
- Petra Jones
- Leicester Diabetes Centre, Leicester
General Hospital, University Hospitals of Leicester, UK
- Diabetes Research Centre, University of
Leicester, Leicester General Hospital, UK
| | - Richard Bibb
- Loughborough Design School, Loughborough
University, Leicestershire, UK
| | - Melanie Davies
- Leicester Diabetes Centre, Leicester
General Hospital, University Hospitals of Leicester, UK
- Diabetes Research Centre, University of
Leicester, Leicester General Hospital, UK
- NIHR Leicester Biomedical Research
Centre, University of Leicester, UK
| | - Kamlesh Khunti
- Leicester Diabetes Centre, Leicester
General Hospital, University Hospitals of Leicester, UK
- Diabetes Research Centre, University of
Leicester, Leicester General Hospital, UK
| | - Matthew McCarthy
- Leicester Diabetes Centre, Leicester
General Hospital, University Hospitals of Leicester, UK
- Diabetes Research Centre, University of
Leicester, Leicester General Hospital, UK
- NIHR Leicester Biomedical Research
Centre, University of Leicester, UK
| | - David Webb
- Leicester Diabetes Centre, Leicester
General Hospital, University Hospitals of Leicester, UK
- Diabetes Research Centre, University of
Leicester, Leicester General Hospital, UK
| | - Francesco Zaccardi
- Leicester Diabetes Centre, Leicester
General Hospital, University Hospitals of Leicester, UK
- Diabetes Research Centre, University of
Leicester, Leicester General Hospital, UK
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Lazzarini PA, Crews RT, van Netten JJ, Bus SA, Fernando ME, Chadwick PJ, Najafi B. Measuring Plantar Tissue Stress in People With Diabetic Peripheral Neuropathy: A Critical Concept in Diabetic Foot Management. J Diabetes Sci Technol 2019; 13:869-880. [PMID: 31030546 PMCID: PMC6955461 DOI: 10.1177/1932296819849092] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Excessive stress on plantar tissue over time is one of the leading causes of diabetic foot ulcers among people with diabetic peripheral neuropathy. Plantar tissue stress (PTS) is a concept that attempts to integrate several well-known mechanical factors into one measure, including plantar pressure, shear stress, daily weight-bearing activity, and time spent in prescribed offloading interventions (adherence). Despite international diabetic foot guidelines recommending the measure of each of these individual mechanical factors in people with neuropathy, only recently has technology enabled their combined measurement to determine PTS. In this article we review the concept of PTS, the mechanical factors involved, and the findings of pivotal articles reporting measures of PTS in people with neuropathy. We also discuss key existing gaps in this field, including the lack of standards to measure and report PTS, a lack of practical solutions to measure shear stress, and the lack of PTS thresholds that may indicate benefit or detriment to people with neuropathy. To address some of these gaps, we propose recommended clinical and research standards for measuring and reporting PTS in people with neuropathy. Last, we forecast future clinical, research, and technological advancements that may use PTS to highlight the importance of this critical concept in the prevention and management of diabetic foot ulcers.
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Affiliation(s)
- Peter A. Lazzarini
- School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
- Allied Health Research Collaborative, The Prince Charles Hospital, Brisbane, Australia
- Peter A. Lazzarini, PhD, School of Public Health and Social Work, Queensland University of Technology, Victoria Park Road, Kelvin Grove, Brisbane, Queensland 4059, Australia.
| | - Ryan T. Crews
- Center for Lower Extremity Ambulatory Research (CLEAR), Dr William M. Scholl College of Podiatric Medicine at Rosalind Franklin University of Medicine and Science, North Chicago, IL, USA
| | - Jaap J. van Netten
- Amsterdam UMC, Department of Rehabilitation, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands
- Ziekenhuisgroep Twente, Department of Surgery, Almelo and Hengelo, the Netherlands
- School of Clinical Sciences, Queensland University of Technology, Brisbane, Australia
| | - Sicco A. Bus
- Amsterdam UMC, Department of Rehabilitation, University of Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands
| | - Malindu E. Fernando
- School of Clinical Sciences, Queensland University of Technology, Brisbane, Australia
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Queensland, Australia
| | | | - Bijan Najafi
- Interdisciplinary Consortium on Advanced Motion Performance (iCAMP), Division of Vascular Surgery and Endovascular Therapy, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX, USA
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Lung CW, Hsiao-Wecksler ET, Burns S, Lin F, Jan YK. Quantifying Dynamic Changes in Plantar Pressure Gradient in Diabetics with Peripheral Neuropathy. Front Bioeng Biotechnol 2016; 4:54. [PMID: 27486576 PMCID: PMC4949238 DOI: 10.3389/fbioe.2016.00054] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 06/20/2016] [Indexed: 01/17/2023] Open
Abstract
Diabetic foot ulcers remain one of the most serious complications of diabetes. Peak plantar pressure (PPP) and peak pressure gradient (PPG) during walking have been shown to be associated with the development of diabetic foot ulcers. To gain further insight into the mechanical etiology of diabetic foot ulcers, examination of the pressure gradient angle (PGA) has been recently proposed. The PGA quantifies directional variation or orientation of the pressure gradient during walking and provides a measure of whether pressure gradient patterns are concentrated or dispersed along the plantar surface. We hypothesized that diabetics at risk of foot ulceration would have smaller PGA in key plantar regions, suggesting less movement of the pressure gradient over time. A total of 27 participants were studied, including 19 diabetics with peripheral neuropathy and 8 non-diabetic control subjects. A foot pressure measurement system was used to measure plantar pressures during walking. PPP, PPG, and PGA were calculated for four foot regions – first toe (T1), first metatarsal head (M1), second metatarsal head (M2), and heel (HL). Consistent with prior studies, PPP and PPG were significantly larger in the diabetic group compared with non-diabetic controls in the T1 and M1 regions, but not M2 or HL. For example, PPP was 165% (P = 0.02) and PPG was 214% (P < 0.001) larger in T1. PGA was found to be significantly smaller in the diabetic group in T1 (46%, P = 0.04), suggesting a more concentrated pressure gradient pattern under the toe. The proposed PGA may improve our understanding of the role of pressure gradient on the risk of diabetic foot ulcers.
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Affiliation(s)
- Chi-Wen Lung
- Rehabilitation Engineering Laboratory, Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL, USA; Department of Creative Product Design, Asia University, Taichung, Taiwan
| | - Elizabeth T Hsiao-Wecksler
- Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign , Urbana, IL , USA
| | - Stephanie Burns
- Department of Physical Therapy, Langston University , Langston, OK , USA
| | - Fang Lin
- Center for Lower Extremity Ambulatory Research, Rosalind Franklin University , North Chicago, IL , USA
| | - Yih-Kuen Jan
- Rehabilitation Engineering Laboratory, Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign , Champaign, IL , USA
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Begg L, McLaughlin P, Vicaretti M, Fletcher J, Burns J. Total contact cast wall load in patients with a plantar forefoot ulcer and diabetes. J Foot Ankle Res 2016; 9:2. [PMID: 26744604 PMCID: PMC4704431 DOI: 10.1186/s13047-015-0119-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Accepted: 10/30/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The total contact cast (TCC) is an effective intervention to reduce plantar pressure in patients with diabetes and a plantar forefoot ulcer. The walls of the TCC have been indirectly shown to bear approximately 30 % of the plantar load. A new direct method to measure inside the TCC walls with capacitance sensors has shown that the anterodistal and posterolateral-distal regions of the lower leg bear the highest load. The objective of this study was to directly measure these two regions in patients with Diabetes and a plantar forefoot ulcer to further understand the mechanism of pressure reduction in the TCC. METHODS A TCC was applied to 17 patients with Diabetes and a plantar forefoot ulcer. TCC wall load (contact area, peak pressure and max force) at the anterodistal and posterolateral-distal regions of the lower leg were evaluated with two capacitance sensor strips measuring 90 cm(2) (pliance®, novel GmbH, Germany). Plantar load (contact area, peak pressure and max force) was measured with a capacitance sensor insole (pedar®, novel GmbH, Germany) placed inside the TCC. Both pedar® and pliance® collected data simultaneously at a sampling rate of 50Hz synchronised to heel strike. The magnitude of TCC wall load as a proportion of plantar load was calculated. The TCC walls were then removed to determine the differences in plantar loading between the TCC and the cut down shoe-cast for the whole foot, rearfoot, midfoot and forefoot (region of interest). RESULTS TCC wall load was substantial. The anterodistal lower leg recorded 48 % and the posterolateral-distal lower leg recorded 34 % of plantar contact area. The anterodistal lower leg recorded 28 % and the posterolateral-distal lower leg recorded 12 % of plantar peak pressure. The anterodistal lower leg recorded 12 % and the posterolateral-distal lower leg recorded 4 % of plantar max force. There were significant differences in plantar load between the TCC and the cut down shoe-cast for the whole foot, rearfoot, midfoot and forefoot (region of ulcer). Contact area significantly increased by 5 % beneath the whole foot, 8 % at the midfoot and 6 % at the forefoot in the shoe-cast (p < 0.05). Peak pressure significantly increased by 8 % beneath the midfoot and 13 % at the forefoot in the shoe-cast (p < 0.05). Max force significantly increased 6 % beneath the midfoot in the (shoe-cast p < 0.05). CONCLUSION In patients with diabetes and a plantar forefoot ulcer, the walls of the TCC bear considerable load. Reduced plantar contact area in the TCC compared to the shoe-cast suggests that the foot is suspended by the considerable load bearing capacity of the walls of the TCC which contributes mechanically to the pressure reduction and redistribution properties of the TCC.
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Affiliation(s)
- Lindy Begg
- />Foot Wound Clinic, Department of Surgery, Westmead Hospital, Sydney, 2145 NSW Australia
- />Department of Surgery, Univeristy of Sydney, Westmead Hospital, Sydney, Australia
| | - Patrick McLaughlin
- />Centre for Chronic Disease Prevention, College of Health and Biomedicine, Victoria University, Melbourne, Australia
- />Institute of Sport, Exercise and Active Living, Victoria University, Melbourne, Victoria Australia
| | - Mauro Vicaretti
- />Foot Wound Clinic, Department of Surgery, Westmead Hospital, Sydney, 2145 NSW Australia
- />Department of Surgery, Univeristy of Sydney, Westmead Hospital, Sydney, Australia
| | - John Fletcher
- />Foot Wound Clinic, Department of Surgery, Westmead Hospital, Sydney, 2145 NSW Australia
- />Department of Surgery, Univeristy of Sydney, Westmead Hospital, Sydney, Australia
| | - Joshua Burns
- />Foot Wound Clinic, Department of Surgery, Westmead Hospital, Sydney, 2145 NSW Australia
- />Arthritis and Musculoskeletal Research Group, Faculty of Health Sciences, The University of Sydney, Sydney, New South Wales Australia
- />Paediatric Gait Analysis Service of New South Wales, Sydney Children’s Hospitals Network (Randwick and Westmead), Sydney, New South Wales Australia
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Dzienniak D, Cieślik J. Application of DCT-derived parameters for early detection of polyneuropathy in diabetic patients. BIO-ALGORITHMS AND MED-SYSTEMS 2016. [DOI: 10.1515/bams-2016-0017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
AbstractDiabetic foot is one of the most severe complications of diabetes. Early diagnosis of this syndrome can ensure proper medical care and adequate treatment. Various image analysis methods can be used to speed up the diagnosis process, and automated diagnosis can be applied as a screening technique to reduce its cost. Introducing auxiliary diagnostic parameters may help to detect polyneuropathy or neuropathy, both of which often precede the appearance of diabetic foot syndrome. The present paper describes a study performed on a group of diabetic patients by analyzing plantar pressure distribution images. As part of this study, 2D discrete cosine transform (DCT) is computed for the forefoot and rearfoot regions of each diabetic subject in a group of 37 patients. Three new DCT-based parameters are introduced to help to detect polyneuropathy or at least indicate that the patient may have polyneuropathy without a time-consuming examination. The results indicate a certain relationship between these parameters and the presence of polyneuropathy. This information could be used in further diagnosis to prevent foot ulcers from developing in patients with diabetes.
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Rajala S, Lekkala J. Plantar shear stress measurements - A review. Clin Biomech (Bristol, Avon) 2014; 29:475-83. [PMID: 24820135 DOI: 10.1016/j.clinbiomech.2014.04.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 04/15/2014] [Accepted: 04/17/2014] [Indexed: 02/07/2023]
Abstract
BACKGROUND Mechanical stress at the plantar surface has two components, pressure acting normal to the surface and shear stress acting tangential to the surface. Typically only pressure is measured and reported. However, plantar shear stress also plays a major role, especially in diabetic ulceration. METHODS During the last few decades, a variety of methods have been developed for the measurement of plantar shear stress. This paper reviews the technologies used in plantar shear stress measurements. FINDINGS Several technologies have been used, e.g. magneto-resistors, strain gauges, optical methods, piezoelectric materials and capacitive sensors. Examples of plantar shear stress values measured with the developed devices are also collected here and the relationship between sensor characteristics and the measured plantar shear stress distribution is discussed. INTERPRETATION Even with the limitations of current plantar shear stress measurement technologies, they can provide useful information on the plantar stress distribution.
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Affiliation(s)
- Satu Rajala
- Department of Automation Science and Engineering, Tampere University of Technology, Korkeakoulunkatu 3, FI-33101 Tampere, Finland.
| | - Jukka Lekkala
- Department of Automation Science and Engineering, Tampere University of Technology, Korkeakoulunkatu 3, FI-33101 Tampere, Finland
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Patry J, Belley R, Côté M, Chateau-Degat ML. Plantar pressures, plantar forces, and their influence on the pathogenesis of diabetic foot ulcers: a review. J Am Podiatr Med Assoc 2014; 103:322-32. [PMID: 23878385 DOI: 10.7547/1030322] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Clinical recommendations for the prevention and healing of diabetic foot ulcers (DFUs) are somewhat clear. However, assessment and quantification of the mechanical stress responsible for DFU remain complex. Different pressure variables have been described in the literature to better understand plantar tissue stress exposure. This article reviews the role of pressure and shear forces in the pathogenesis of plantar DFU. METHODS We performed systematic searches of the PubMed and Embase databases, completed by a manual search of the selected studies. From 535 potentially relevant references, 70 studies were included in the full-text review. RESULTS Variables of plantar mechanical stress relate to vertical pressure, shear stress, and temporality of loading. At this time, in-shoe peak plantar pressure (PPP) is the only reliable variable that can be used to prevent DFU. Although it is a poor predictor of in-shoe PPP, barefoot PPP seems complementary and may be more suitable when evaluating patients with diabetes mellitus and peripheral neuropathy who seem noncompliant with footwear. An in-shoe PPP threshold value of 200 kPa has been suggested to prevent DFU. Other variables, such as peak pressure gradient and peak maximal subsurface shear stress and its depth, seem to be of additional utility. CONCLUSIONS To better assess the at-risk foot and to prevent ulceration, the practitioner should integrate quantitative models of dynamic foot plantar pressures, such as in-shoe and barefoot PPPs, with the regular clinical screening examination. Prospective studies are needed to evaluate causality between other variables of mechanical stress and DFUs.
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Affiliation(s)
- Jérôme Patry
- Hyperbaric Unit and Complex Wound Unit, CSSS Alphonse Desjardins/Centre Hospitalier Affilié Universitaire de Lévis, Lévis, Québec, Canada
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Francia P, Gulisano M, Anichini R, Seghieri G. Diabetic foot and exercise therapy: step by step the role of rigid posture and biomechanics treatment. Curr Diabetes Rev 2014; 10:86-99. [PMID: 24807636 PMCID: PMC5750747 DOI: 10.2174/1573399810666140507112536] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Revised: 05/02/2014] [Accepted: 05/05/2014] [Indexed: 12/16/2022]
Abstract
Lower extremity ulcers represent a serious and costly complication of diabetes mellitus. Many factors contribute to the development of diabetic foot. Peripheral neuropathy and peripheral vascular disease are the main causes of foot ulceration and contribute in turn to the growth of additional risk factors such as limited joint mobility, muscular alterations and foot deformities. Moreover, a deficit of balance, posture and biomechanics can be present, in particular in patients at high risk for ulceration. The result of this process may be the development of a vicious cycle which leads to abnormal distribution of the foot's plantar pressures in static and dynamic postural conditions. This review shows that some of these risk factors significantly improve after a few weeks of exercise therapy (ET) intervention. Accordingly it has been suggested that ET can be an important weapon in the prevention of foot ulcer. The aim of ET can relate to one or more alterations typically found in diabetic patients, although greater attention should be paid to the evaluation and possible correction of body balance, rigid posture and biomechanics. Some of the most important limitations of ET are difficult access to therapy, patient compliance and the transitoriness of the results if the training stops. Many proposals have been made to overcome such limitations. In particular, it is important that specialized centers offer the opportunity to participate in ET and during the treatment the team should work to change the patient's lifestyle by improving the execution of appropriate daily physical activity.
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Affiliation(s)
| | | | | | - Giuseppe Seghieri
- Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla, 3 - 50134 Florence, Italy.
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20
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Kernozek TW, Greany JF, Heizler C. Plantar loading asymmetry in American Indians with diabetes and peripheral neuropathy, with diabetes only, and without diabetes. J Am Podiatr Med Assoc 2014; 103:106-12. [PMID: 23536500 DOI: 10.7547/1030106] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND We investigated plantar loading asymmetry during gait in American Indians with and without diabetes and with diabetes and peripheral neuropathy. METHODS A convenience sample of 96 American Indians with and without diabetes was divided into three groups: 20 with diabetes and peripheral neuropathy, 16 with diabetes without peripheral neuropathy, and 60 with no history of diabetes (control group). Plantar loading was measured during barefoot walking across a pressure platform. Five trials were collected per foot during level walking at a self-selected speed using the two-step method. Asymmetry in peak pressure-time integral and peak plantar pressure were calculated from ten plantar regions and compared among groups. RESULTS Significant pressure-time integral asymmetry occurred across the forefoot regions in American Indians with diabetes and peripheral neuropathy compared with the other two groups. Significant peak plantar pressure asymmetry occurred in the third metatarsal region in both groups with diabetes (with and without peripheral neuropathy) compared with the control group. CONCLUSIONS Overall, American Indians with diabetes seemed to show greater asymmetry in plantar loading variables across the forefoot region compared with those in the control group. Specifically, individuals with diabetes and peripheral neuropathy had the greatest amount of forefoot pressure-time integral asymmetry. Significant peak plantar pressure asymmetry occurred in the third metatarsal region of the forefoot in those with diabetes with and without peripheral neuropathy. Loading asymmetry may play a role in the development of foot ulcers in the forefoot region of American Indians with peripheral neuropathy and diabetes.
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Affiliation(s)
- Thomas W Kernozek
- Department of Health Professions, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA
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Periyasamy R, Anand S, Ammini AC. Prevalence of standing plantar pressure distribution variation in north Asian Indian patients with diabetes mellitus: a study to understand ulcer formation. Proc Inst Mech Eng H 2013; 227:181-9. [PMID: 23513989 DOI: 10.1177/0954411912460806] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Diabetes Mellitus is a disorder of metabolism. Foot problems are common in diabetes and altered plantar pressures distribution may lead to ulceration in people with Diabetes Mellitus. Therefore the aim of this study was to investigate standing plantar pressure distribution variations in north Asian Indian diabetes mellitus subjects and its association with duration of diabetes. Thirty three subjects with age range from 40 to 75 years are recruited from AIIMS Endocrinology & metabolism lab Delhi, India and divided into three groups: 11 control subjects (non-diabetic), 11 diabetic subjects without neuropathy (DNN) and II diabetic subjects with neuropathy (DN). Neuropathy status was assessed by measuring loss of protective sensation to 10 gm Semen's Weinstein monofilament. Plantar pressure distributions parameter-Power ratio (PR) was measured during barefoot standing using portable PedoPowerGraph and results are analyzed using one way analysis of variance to detect significant difference between the groups. We found significant (p < 0.05; p < 0.01) difference in PR value between DN and CG groups in fore foot and hind foot but no significant (p > 0.05) difference in PR value was found between DNN and CG groups in the foot. As compared to DNN, DN group have maximum PR variations in the fore foot. Plantar pressure distribution parameter-PR was higher with longer duration of diabetes among type 2 diabetes subjects. In this study we conclude that plantar pressure distribution parameter-PR was able to distinguish the DN groups from the CG group in hind and fore foot during standing. Increased forefoot PR value is prevalent in the diabetic neuropathic subjects and may be responsible for the occurrence of foot sole ulcers but additional prospective studies are needed. In the future we will investigate the plantar pressure distribution parameter-PR variations in diabetes with obese and osteoarthritis subject.
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Affiliation(s)
- R Periyasamy
- Center for Biomedical Engineering, Indian Institute of Technology Delhi, New Delhi, India.
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22
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Keijsers NLW, Stolwijk NM, Louwerens JWK, Duysens J. Classification of forefoot pain based on plantar pressure measurements. Clin Biomech (Bristol, Avon) 2013; 28:350-6. [PMID: 23434343 DOI: 10.1016/j.clinbiomech.2013.01.012] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2011] [Revised: 01/28/2013] [Accepted: 01/29/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND Plantar pressure is widely used to evaluate foot complaints. However, most plantar pressure studies focus on the symptomatic foot with foot deformities. The purposes of this study were to investigate subjects without clear foot deformities and to identify differences in plantar pressure pattern between subjects with and without forefoot pain. The second aim was to discriminate between subjects with and without forefoot pain based on plantar pressure measurements using neural networks. METHODS In total, 297 subjects without foot deformities of whom almost 50% had forefoot pain walked barefoot over a pressure plate. Foot complaints and subject characteristics were assessed with a questionnaire and a clinical evaluation. Plantar pressure was analyzed using a recently developed method, which produced pressure images of the time integral, peak pressure, mean pressure, time of activation and deactivation, and total contact time per pixel. After pre-processing the pressure images with principal component analysis, a forward selection procedure with neural networks was used to classify forefoot pain. FINDINGS The pressure-time integral and mean pressure were significantly larger under the metatarsals II and III for subjects with forefoot pain. A neural network with 14 input parameters correctly classified forefoot pain in 70.4% of the test feet. INTERPRETATION The differences in plantar pressure parameters between subjects with and without forefoot pain were small. The reasonable performance of forefoot pain classification by neural networks suggests that forefoot pain is related more to the distribution of the pressure under the foot than to the absolute values of the pressure at fixed locations.
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Affiliation(s)
- N L W Keijsers
- Research, Development and Education, Sint Maartenskliniek, Nijmegen, The Netherlands.
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The value of reporting pressure-time integral data in addition to peak pressure data in studies on the diabetic foot: a systematic review. Clin Biomech (Bristol, Avon) 2013; 28:117-21. [PMID: 23273847 DOI: 10.1016/j.clinbiomech.2012.12.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2012] [Revised: 08/14/2012] [Accepted: 12/03/2012] [Indexed: 02/07/2023]
Abstract
BACKGROUND In plantar pressure studies on the diabetic foot, pressure-time integral data is often analyzed and reported next to peak pressure data, mostly because of its assumed additional value. The aim was to assess this additional value by systematically reviewing the relevant literature. METHODS The MEDLINE database was searched for original articles that report both pressure-time integral and peak pressure data measured in the diabetic foot. Eligible articles were assessed according to differences in reported results between both parameters, the quality of discussion and specific conclusions drawn on pressure-time integral data, and the added value of the pressure-time integral data. FINDINGS All 35 eligible papers described studies on gait. Differences in reported results between parameters were found to be clear, minimal, or absent in 15, 8, and 12 papers, respectively. In 15 papers, the pressure-time integral results were discussed with respect to the peak pressure results, but in only 5 papers the explanation given for reported differences was considered meaningful. Specific conclusions were drawn in 11 papers. Some added value was found in 10 papers, but in all papers one or more limitations to this value applied. INTERPRETATION The study findings suggest that the added value of reporting pressure-time integral data is limited. Unless clear benefit can be shown such, as that ulceration can be better predicted using pressure-time integral than using peak pressure data, the reporting of pressure-time integral data seems redundant to express the plantar loading in the diabetic foot.
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Monteiro-Soares M, Boyko EJ, Ribeiro J, Ribeiro I, Dinis-Ribeiro M. Predictive factors for diabetic foot ulceration: a systematic review. Diabetes Metab Res Rev 2012; 28:574-600. [PMID: 22730196 DOI: 10.1002/dmrr.2319] [Citation(s) in RCA: 179] [Impact Index Per Article: 14.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Improving ability to predict and prevent diabetic foot ulceration is imperative because of the high personal and financial costs of this complication. We therefore conducted a systematic review in order to identify all studies of factors associated with DFU and assess whether available DFU risk stratification systems incorporate those factors of highest potential value. We performed a search in PubMed for studies published through April 2011 that analysed the association between independent variables and DFU. Articles were selected by two investigators-independently and blind to each other. Divergences were solved by a third investigator. A total of 71 studies were included that evaluated the association between diabetic foot ulceration and more than 100 independent variables. The variables most frequently assessed were age, gender, diabetes duration, BMI, HbA(1c) and neuropathy. Diabetic foot ulceration prevalence varied greatly among studies. The majority of the identified variables were assessed by only two or fewer studies. Diabetic neuropathy, peripheral vascular disease, foot deformity and previous diabetic foot ulceration or lower extremity amputation - which are the most common variables included in risk stratification systems - were consistently associated with diabetic foot ulceration development. Existing diabetic foot ulceration risk stratification systems often include variables shown repeatedly in the literature to be strongly predictive of this outcome. Improvement of these risk classification systems though is impaired because of deficiencies noted, including a great lack of standardization in outcome definition and variable selection and measurement.
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Affiliation(s)
- M Monteiro-Soares
- Endocrinology, Diabetes and Metabolism Department-Diabetic Foot Team, Centro Hospitalar de Vila Nova de Gaia/Espinho EPE, Portugal.
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Integrated kinematics-kinetics-plantar pressure data analysis: a useful tool for characterizing diabetic foot biomechanics. Gait Posture 2012; 36:20-6. [PMID: 22464271 DOI: 10.1016/j.gaitpost.2011.12.007] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Revised: 12/02/2011] [Accepted: 12/05/2011] [Indexed: 02/02/2023]
Abstract
The fundamental cause of lower-extremity complications in diabetes is chronic hyperglycemia leading to diabetic foot ulcer pathology. While the relationship between abnormal plantar pressure distribution and plantar ulcers has been widely investigated, little is known about the role of shear stress. Moreover, the mutual relationship among plantar pressure, shear stress, and abnormal kinematics in the etiology of diabetic foot has not been established. This lack of knowledge is determined by the lack of commercially available instruments which allow such a complex analysis. This study aims to develop a method for the simultaneous assessment of kinematics, kinetics, and plantar pressure on foot subareas of diabetic subjects by means of combining three commercial systems. Data were collected during gait on 24 patients (12 controls and 12 diabetic neuropathics) with a motion capture system synchronized with two force plates and two baropodometric systems. A four segment three-dimensional foot kinematics model was adopted for the subsegment angles estimation together with a three segment model for the plantar sub-area definition during gait. The neuropathic group exhibited significantly excessive plantar pressure, ground reaction forces on each direction, and a reduced loading surface on the midfoot subsegment (p<0.04). Furthermore the same subsegment displayed excessive dorsiflexion, external rotation, and eversion (p<0.05). Initial results showed that this methodology may enable a more appropriate characterization of patients at risk of foot ulcerations, and help planning prevention programs.
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Abstract
Biomechanical factors play an important role in diabetic foot disease. Reducing high foot pressures (i.e. offloading) is one of the main goals in healing and preventing foot ulceration. Evidence-based guidelines show the strong association between the efficacy to offload the foot and clinical outcome. However, several aspects related to offloading are underexposed. First, in the management of foot complications, offloading is mostly studied as a single entity, whereas it should be analysed in a broader perspective of contributing factors to better predict clinical outcome. This includes assessment of patient behavioural factors such as type and intensity of daily physical activity and adherence to prescribed treatment. Second, a large gap exists between evidence-based recommendations and clinical practice in the use of offloading for ulcer treatment, and this gap needs to be bridged. Possible ways to achieve this are discussed in this article. Third, our knowledge about the efficacy and role of offloading in treating complicated and non-plantar neuropathic foot ulcers needs to be expanded because these ulcers currently dominate presentation in multidisciplinary foot practice. Finally, foot ulcer prevention is underexposed when compared with ulcer treatment. Prevention requires a larger focus, in particular regarding the efficacy of therapeutic footwear and its relative role in comparison with other preventative strategies. These priorities need the attention of clinicians, scientists and professional societies to improve our understanding of offloading and to improve clinical outcome in the management of the diabetic foot.
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Affiliation(s)
- Sicco A Bus
- Academic Medical Centre, Department of Rehabilitation, University of Amsterdam, Amsterdam, The Netherlands.
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Stucke S, McFarland D, Goss L, Fonov S, McMillan GR, Tucker A, Berme N, Cenk Guler H, Bigelow C, Davis BL. Spatial relationships between shearing stresses and pressure on the plantar skin surface during gait. J Biomech 2011; 45:619-22. [PMID: 22169152 DOI: 10.1016/j.jbiomech.2011.11.004] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2011] [Revised: 11/07/2011] [Accepted: 11/09/2011] [Indexed: 11/16/2022]
Abstract
Based on the hypothesis that diabetic foot lesions have a mechanical etiology, extensive efforts have sought to establish a relationship between ulcer occurrence and plantar pressure distribution. However, these factors are still not fully understood. The purpose of this study was to simultaneously record shear and pressure distributions in the heel and forefoot and to answer whether: (i) peak pressure and peak shear for anterior-posterior (AP) and medio-lateral (ML) occur at different locations, and if (ii) peak pressure is always centrally located between sites of maximum AP and ML shear stresses. A custom built system was used to collect shear and pressure data simultaneously on 11 subjects using the 2-step method. The peak pressure was found to be 362 kPa ± 106 in the heel and 527 kPa ± 123 in the forefoot. In addition, the average peak shear values were higher in the forefoot than in the heel. The greatest shear on the plantar surface of the forefoot occurred in the anterior direction (mean and std. dev.: 37.7 ± 7.6 kPa), whereas for the heel, peak shear the foot was in the posterior direction (21.2 ± 5 kPa). The results of this study suggest that the interactions of the shear forces caused greater "spreading" in the forefoot and greater tissue "dragging" in the heel. The results also showed that peak shear stresses do not occur at the same site or time as peak pressure. This may be an important factor in locating where skin breakdown occurs in patients at high-risk for ulceration.
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Affiliation(s)
- Samantha Stucke
- Medical Device Development Center, Austen BioInnovation Institute in Akron, Akron, OH 44308, USA
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Fiedler KE, Stuijfzand WJA, Harlaar J, Dekker J, Beckerman H. The effect of shoe lacing on plantar pressure distribution and in-shoe displacement of the foot in healthy participants. Gait Posture 2011; 33:396-400. [PMID: 21215637 DOI: 10.1016/j.gaitpost.2010.12.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2010] [Revised: 11/26/2010] [Accepted: 12/09/2010] [Indexed: 02/02/2023]
Abstract
AIMS A proof of concept study to investigate the effect of shoe lacing on the plantar pressure distribution and in-shoe displacement of the foot during walking. METHODS Three randomized shoe-lacing conditions, which differed in lacing tightness (comfortable, loosened, and completely loose) were investigated in 20 healthy adults. On a 10-m walking test, plantar pressures were assessed with the Pedar(®)-X in-shoe measurement system. Perceived in-shoe displacement was scored on a numerical rating scale. RESULTS With respect to the pressure time integral statistically significant effects were found in the hallux, toes 2-5, first metatarsal head, and lateral midfoot regions. Post hoc comparison showed for the hallux: mean increase of 45.5 kPa s (95% confidence interval [CI]: 3.2-87.8 kPa s), and toes 2-5: mean increase of 23.5 kPa s (95% CI: 0.1-46.9 kPa s) between comfortably secured and completely loosened laces; lateral midfoot: mean decrease of -18.1 kPa s (95% CI: -31.5 to -4.8 kPa s) between comfortably secured and loosened laces. No significant effect was found on peak pressure, and average pressure. Participants reported a significant increase in heel slipping and in slipping back and forth of the foot as the laces were loosened. CONCLUSIONS Looser lacing techniques resulted in small peak and average plantar pressure changes (less than 3% and 6.5% respectively). Pressure time integral under the hallux and toes 2-5 increased 16.3% and 14.5% respectively, and perceived in-shoe displacement increased as compared to comfortably secured laces. These results suggest that diabetes patients should be advised to comfortably tighten their shoelaces during the whole day.
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Affiliation(s)
- Karin Elisabeth Fiedler
- Department of Rehabilitation Medicine, VU University Medical Center, Amsterdam, The Netherlands
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Mak AF, Zhang M, Tam EW. Biomechanics of Pressure Ulcer in Body Tissues Interacting with External Forces during Locomotion. Annu Rev Biomed Eng 2010; 12:29-53. [PMID: 20415590 DOI: 10.1146/annurev-bioeng-070909-105223] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Forces acting on the body via various external surfaces during locomotion are needed to support the body under gravity, control posture, and overcome inertia. Examples include the forces acting on the body via the seating surfaces during wheelchair propulsion, the forces acting on the plantar foot tissues via the insole during gait, and the forces acting on the residual-limb tissues via the prosthetic socket during various movement activities. Excessive exposure to unwarranted stresses at the body-support interfaces could lead to tissue breakdowns commonly known as pressure ulcers, often presented as deep-tissue injuries around bony prominences or as surface damage on the skin. In this article, we review the literature that describes how the involved tissues respond to epidermal loading, taking into account both experimental and computational findings from in vivo and in vitro studies. In particular, we discuss related literature about internal tissue deformation and stresses, microcirculatory responses, and histological, cellular, and molecular observations.
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Affiliation(s)
- Arthur F.T. Mak
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | | | - Eric W.C. Tam
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
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ElMakki Ahmed M, Tamimi AO, Mahadi SI, Widatalla AH, Shawer MA. Hallux ulceration in diabetic patients. J Foot Ankle Surg 2010; 49:2-7. [PMID: 20123279 DOI: 10.1053/j.jfas.2009.07.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2007] [Indexed: 02/03/2023]
Abstract
We undertook a prospective cohort study to assess risk factors associated with hallux ulceration, and to determine the incidence of healing or amputation, in consecutive patients with diabetes mellitus who were treated over the observation period extending from September 2004 to March 2005, at the Jabir Abu Eliz Diabetic Centre, Khartoum City, Sudan. There were 122 diabetic patients in the cohort (92 males and 30 females) with an overall mean age of 58 +/- 9 years. Fifty-three percent of patients had complete healing within 8 weeks and 43% healed within 20 weeks. The overall mean time to healing was 16 +/- 8 weeks. In 32 (26.2%) patients, osteomyelitic bone was removed, leaving a healed and boneless hallux. The hallux was amputated in 17 (13.9%) patients; in 2 (1.6%) patients it was followed by forefoot amputation and in 7 (5.7%) patients by below-the-knee amputation. In 90 (73.8%) patients the initial lesion was a blister. In conclusion, hallux ulceration is common in patients with diabetes mellitus and is usually preceded by a blister. Neuropathy, foot deformity, and wearing new shoes are common causative factors; and ischemia, osteomyelitis, any form of wound infection, and the size of the ulcer are main outcome determinants. Complete healing occurred in 103 (85%) of diabetic patients with a hallux ulcer. Vascular intervention is important relative to limb salvage when ischemia is the main cause of the ulcer.
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Diabetic gait and posture abnormalities: a biomechanical investigation through three dimensional gait analysis. Clin Biomech (Bristol, Avon) 2009; 24:722-8. [PMID: 19699564 DOI: 10.1016/j.clinbiomech.2009.07.007] [Citation(s) in RCA: 98] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2008] [Revised: 07/02/2009] [Accepted: 07/06/2009] [Indexed: 02/07/2023]
Abstract
BACKGROUND Diabetic sensorimotor polyneuropathy is a long-term diabetic complication. It is involved in the pathogenesis of the diabetic foot, which is a major cause of morbidity and mortality. The study aims to investigate the effects of diabetic polyneuropathy on gait and posture. METHODS Sixty seven subjects were enrolled: 21 diabetics without polyneuropathy, 26 with polyneuropathy, 20 controls (respectively, mean age 63.8 (SD 5.4), 63.2 (SD 5.6), 59.0 (SD 5.2) years, mean body mass index 26.3 (SD 2.5), 25.6 (SD 3), 24.0 (SD 2.9)). Postural and morphological evaluation and gait analysis were performed. Physical examination, together with a motion capture system synchronized with two force plates and two baropodometric systems were used. We evaluated lower limb mobility, foot deformities, trunk and pelvic posture, knee and heel position, plantar foot arch, three dimensional kinematics and kinetics during gait. The effect of peripheral vascular disease and microangiopathy on trunk and lower limb motion was also evaluated. FINDINGS Trunk and lower limb joint mobility (in static and dynamic states) were more reduced in diabetics either with or without polyneuropathy on each plane; however in diabetics with polyneuropathy significantly lower ranges of motion were registered. Furthermore, both groups showed significant reductions in each joint moment and velocity (P0.003) during gait. In presence of both vasculopathy and microangiopathy a further significant reduction (P0.001) was noticed. INTERPRETATION Altered gait and posture were found in diabetic patients irrespective of polyneuropathy. This approach may be relevant to predict the risk ulceration before clinically detectable neuropathy.
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Abstract
BACKGROUND AND PURPOSE Patients with diabetes mellitus and peripheral neuropathy are at high risk for plantar skin breakdown due to unnoticed plantar stresses during walking. The purpose of this study was to determine differences in stress variables (peak plantar pressure, peak pressure gradient, peak maximal subsurface shear stress, and depth of peak maximal subsurface shear stress) between the forefoot (where most ulcers occur) and the rear foot in subjects with and without diabetes mellitus, peripheral neuropathy, and a plantar ulcer measured during barefoot walking. SUBJECTS Twenty-four subjects participated: 12 with diabetes mellitus, peripheral neuropathy, and a plantar ulcer (DM+PN group) and 12 with no history of diabetes mellitus or peripheral neuropathy (control group). The subjects (11 men, 13 women) had a mean age (+/-SD) of 54+/-8 years. METHODS Plantar pressures were measured during barefoot walking using a pressure platform. Stress variables were estimated at the forefoot and the rear foot for all subjects. RESULTS All stress variables were higher (127%-871%) in the forefoot than in the rear foot, and the peak pressure gradient showed the greatest difference (538%-871%). All stress variables were higher in the forefoot in the DM+PN group compared with the control group (34%-85%), and the peak pressure gradient showed the greatest difference (85%). The depth (X+/-SD) of peak maximum subsurface shear stress in the forefoot in the DM+PN group was half that in the control group (3.8+/-2.0 versus 8.0+/-4.3 mm, respectively). DISCUSSION AND CONCLUSION : These results indicate that stresses are relatively higher and located closer to the skin surface in locations where skin breakdown is most likely to occur. These stress variables may have additional value in predicting skin injury over the traditionally measured peak plantar pressure, but prospective studies using these variables to predict ulcer risk are needed to test this hypothesis.
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