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Burnie L, Chockalingam N, Holder A, Claypole T, Kilduff L, Bezodis N. Testing protocols and measurement techniques when using pressure sensors for sport and health applications: A comparative review. Foot (Edinb) 2024; 59:102094. [PMID: 38579518 DOI: 10.1016/j.foot.2024.102094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 03/24/2024] [Indexed: 04/07/2024]
Abstract
Plantar pressure measurement systems are routinely used in sports and health applications to assess locomotion. The purpose of this review is to describe and critically discuss: (a) applications of the pressure measurement systems in sport and healthcare, (b) testing protocols and considerations for clinical gait analysis, (c) clinical recommendations for interpreting plantar pressure data, (d) calibration procedures and their accuracy, and (e) the future of pressure sensor data analysis. Rigid pressure platforms are typically used to measure plantar pressures for the assessment of foot function during standing and walking, particularly when barefoot, and are the most accurate for measuring plantar pressures. For reliable data, two step protocol prior to contacting the pressure plate is recommended. In-shoe systems are most suitable for measuring plantar pressures in the field during daily living or dynamic sporting movements as they are often wireless and can measure multiple steps. They are the most suitable equipment to assess the effects of footwear and orthotics on plantar pressures. However, they typically have lower spatial resolution and sampling frequency than platform systems. Users of pressure measurement systems need to consider the suitability of the calibration procedures for their chosen application when selecting and using a pressure measurement system. For some applications, a bespoke calibration procedure is required to improve validity and reliability of the pressure measurement system. The testing machines that are commonly used for dynamic calibration of pressure measurement systems frequently have loading rates of less than even those found in walking, so the development of testing protocols that truly measure the loading rates found in many sporting movements are required. There is clear potential for AI techniques to assist in the analysis and interpretation of plantar pressure data to enable the more complete use of pressure system data in clinical diagnoses and monitoring.
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Affiliation(s)
- Louise Burnie
- Department of Sport, Exercise and Rehabilitation, Faculty of Health & Life Sciences, Northumbria University, Newcastle upon Tyne NE1 8ST, UK; Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK.
| | - Nachiappan Chockalingam
- Centre for Biomechanics and Rehabilitation Technologies, Staffordshire University, Stoke on Trent ST4 2RU, UK
| | | | - Tim Claypole
- Welsh Centre for Printing and Coating (WCPC), Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
| | - Liam Kilduff
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
| | - Neil Bezodis
- Applied Sports, Technology, Exercise and Medicine (A-STEM) Research Centre, Faculty of Science and Engineering, Swansea University, Swansea SA1 8EN, UK
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2
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Badari VK, Bapat GM. In-silico simulations to study the effects of ankle-joint misalignments in Ankle-Foot-Orthoses during level walking. Med Eng Phys 2024; 125:104134. [PMID: 38508795 DOI: 10.1016/j.medengphy.2024.104134] [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: 07/28/2023] [Revised: 01/09/2024] [Accepted: 02/25/2024] [Indexed: 03/22/2024]
Abstract
Exoskeletons and orthotic devices are commonly used in physical rehabilitation. However, these devices, fitting intimately with the human body, often lead to skin-related issues amongst users. Misalignments between orthotic and anatomical joints cause relative sliding motion between the limb and orthosis and also cause pressure points on the limb, which may contribute to these skin problems. This research quantifies the effects of sagittal plane ankle-joint misalignments for an ankle-foot orthosis (AFO) user during walking. A 2D mathematical model that simulates the effects of sagittal plane ankle-joint misalignments in terms of relative motion between the limb and the orthosis was developed using MATLAB software. The orthotic ankle-joint was systematically misaligned against the anatomical ankle-joint to generate various misalignment conditions. Published gait data of 5 healthy subjects was used to generate walking kinematics which was then superimposed with an articulated AFO. The simulations showed that Anterior-Posterior misalignments resulted in greater pistoning motion than Proximal-Distal misalignments. Combined misalignments (Posterior-Distal, Anterior-Proximal, Posterior-Proximal, and Anterior-Distal) resulted in higher overall relative motions between the limb and AFO. The model also predicted pressure points on the shank and foot caused by misalignments. This study demonstrates that misaligned ankle-joints in AFOs lead to relative sliding motion and pressure points during walking.
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Affiliation(s)
- Vishal K Badari
- Department of Mechanical Engineering, Birla Institute of Technology and Science Pilani, K K Birla Goa Campus, Zuarinagar-403726, Goa, India
| | - Ganesh M Bapat
- Department of Mechanical Engineering, Birla Institute of Technology and Science Pilani, K K Birla Goa Campus, Zuarinagar-403726, Goa, India.
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3
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Crossland SR, Sairally F, Edwards J, Culmer P, Brockett CL. Mechanical characteristics of diabetic and non-diabetic plantar skin. J Mech Behav Biomed Mater 2024; 150:106279. [PMID: 38007990 DOI: 10.1016/j.jmbbm.2023.106279] [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: 05/19/2023] [Revised: 06/28/2023] [Accepted: 11/23/2023] [Indexed: 11/28/2023]
Abstract
Diabetic foot ulceration is linked to high amputation and mortality rates, with the substantial associated annual spend on the at-risk diabetic foot reflecting the intensive time and labour involved in treatment. Assessing plantar interactions and developing improved understanding of the formation pathways of diabetic ulceration is important to orthotic interventions and patient outcomes. Plantar skin surrogates which emulate the mechanical and tribological characteristics can help improve physical models of ulceration, reduce reliance on cadaveric use and inform more complex computational modelling approaches. The information available from existing studies to characterise plantar skin is limited, typically featuring ex-vivo representations of skin and subcutaneous tissue combined and given focus to shear studies with time dependency. The aim of this study is to improve understanding of plantar tissue mechanics by assessing the mechanical characteristics of plantar skin in two groups; (1) non-diabetic and (2) diabetic donors without the subcutaneous tissue attachment of previous work in this field. Digital image correlation was used to assess inherent skin pre-tension of the plantar rearfoot prior to dissection. Young's modulus, storage and loss moduli were tested for using tensile stress-strain failure analysis and tensile and compressive dynamic mechanical analysis, which was conducted on excised plantar rearfoot donor specimens for both disease state cohorts at frequencies reflecting those achieved in activities of daily living. Plantar skin thickness for donor specimens were comparable to values obtained using ultrasound acquired in vivo values. Median tensile storage and loss moduli, along with Young's modulus, was higher in the diabetic cohort. With a mean Young's modulus of 0.83 ± 0.49 MPa and 1.33 ± 0.43 MPa for non-diabetic and diabetic specimens respectively. Compressive studies showed consistency between cohorts for median storage and loss moduli. The outcomes from this study show mechanical characteristics of plantar skin without the involvement of subcuteanous tissues under reflective daily achieved loading regimes, showing differences in the non-diabetic and diabetic specimens trialled to support improved understanding of plantar tissue response under tribological interactions.
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Affiliation(s)
- Sarah R Crossland
- Department of Mechanical Engineering, University of Leeds, Leeds, UK.
| | | | - Jen Edwards
- Faculty of Biological Sciences, University of Leeds, Leeds, UK
| | - Peter Culmer
- Department of Mechanical Engineering, University of Leeds, Leeds, UK
| | - Claire L Brockett
- Insigneo Institute for in silico Medicine, University of Sheffield, Sheffield, UK
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4
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Ahsan M, Shanb AA. The influence of isometric resisted ankle strength on dynamic foot plantar pressure in diabetes and non-diabetes participants. ELECTRONIC JOURNAL OF GENERAL MEDICINE 2023. [DOI: 10.29333/ejgm/12927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
<b>Introduction</b>: Patients with diabetes are more likely to fall due to increased plantar pressure and decreased strength in the lower extremities.<br />
<b>Objectives:</b> To determine the influence of isometric ankle strength on dynamic foot plantar pressure in diabetes and non-diabetes participants.<br />
<b>Methods: </b>Twenty diabetes patients and twenty non-diabetes participants with age 28-54 years, height 150-182 cm, weight 48-90 kg, and BMI 25-54 kg/m<sup>2</sup> participated in the study. The diabetes level was determined based on fasting plasma glucose levels. The resisted isometric muscle strength of the foot during dorsiflexion, plantar flexion, inversion, and eversion was measured using an electronic handheld dynamometer. The plantar pressure distribution during dynamic conditions was determined by using a 48.7×44.7 cm pressure platform. The outcome measures between diabetes and non-diabetes groups were statistically compared by student t-test. The correlation coefficient was determined by the Pearson correlation coefficient test. A p-value of less than 0.05 was considered significant.<br />
<b>Result: </b>The significant differences were found between diabetes and non-diabetes participants for the dorsiflexion (p=.048), plantarflexion (p=.031), inversion (p=.011), eversion (p=.024), peak pressure (p=.024), pressure per square inch (p=.012), pressure time integral (p=.014), and peak pressure gradient (p=.009). Significant relationships between resisted isometric ankle joint strength and foot plantar pressure for diabetes patients and non-diabetes participants were found.<br />
<b>Conclusion: </b>The present study’s findings reflect the higher frequency of plantar pressure distribution and higher muscle weakness in diabetes patients than in non-diabetes participants. These findings suggested that pressure data could help us to customize therapy strategies for patients with diabetes and prescribe a proper exercise intervention’s short-and long-term effects on gait biomechanics.
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Affiliation(s)
- Mohammad Ahsan
- Department of Physical Therapy, College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, Dammam, SAUDI ARABIA
| | - Alsayed Abdelhameed Shanb
- Department of Physical Therapy, College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, Dammam, SAUDI ARABIA
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Goyat M, Saxena A, Goyal M. Study Protocol titled as "Effectiveness of neural mobilization in improving the ankle ROM and plantar pressure distribution in patients with diabetic peripheral neuropathy: A single group, pre post, quasi experimental study protocol". J Diabetes Metab Disord 2022; 21:2035-2041. [PMID: 36404825 PMCID: PMC9672263 DOI: 10.1007/s40200-022-01106-z] [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: 05/02/2022] [Accepted: 08/05/2022] [Indexed: 10/15/2022]
Abstract
Objectives Diabetic Peripheral Neuropathy (DPN) is the commonest complication in individuals with type 2 diabetes mellitus affecting 50% of total diabetic population. The ankle mobility is seen to be significantly reduced along with alteration in plantar pressure distribution. Neural mobilization is a neoteric technique that is being used to treat various conditions of neural involvement. It is hypothesized that the application of neural mobilization will improve ankle mobility and plantar pressure distribution in individuals with DPN by restoring the mechanical and neurophysiological functions of the tibial and common peroneal nerves. Methods A single group pre-post, quasi experimental, same subject design will be used. Participants with prior diagnosis of DPN will be selected according to eligibility criteria. The ankle ranges of motion (Both Active & Passive) and plantar pressure distribution at six foot regions will be taken as the outcome measures. All the participants will receive neural mobilization of tibial & common peroneal nerves (3 sets of 30 repetitions in 2 min with 1 min break in between) for 3 times/ week for 4 weeks. Outcome measurements will be taken at the baseline and after completion of the intervention. Conclusion This study will be investigating the possible advantageous effects of neural mobilization in improving ankle joint ranges of motion and plantar pressure distribution in patients with DPN and will help the clinicians and researchers develop preventive measures to reduce the burden of diabetic ulcers.CTRI/2022/04/042187 [Registered on: 27/04/2022].
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Affiliation(s)
- Madhu Goyat
- Maharishi Markandeshwar Institute of Physiotherapy and Rehabilitation, Maharishi Markandeshwar (Deemed to Be University), Mullana, 133207 Haryana India
| | - Akanksha Saxena
- Maharishi Markandeshwar Institute of Physiotherapy and Rehabilitation, Maharishi Markandeshwar (Deemed to Be University), Mullana, 133207 Haryana India
| | - Manu Goyal
- Maharishi Markandeshwar Institute of Physiotherapy and Rehabilitation, Maharishi Markandeshwar (Deemed to Be University), Mullana, 133207 Haryana India
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Speight S, Morriss-Roberts C. What is the Lived Experience of the ‘Three Great Pathologies’ of Diabetic Foot Disease? An Interpretative Phenomenological Analysis of the Independent Thinking of Podiatrists in Diabetes Secondary Care. INQUIRY: THE JOURNAL OF HEALTH CARE ORGANIZATION, PROVISION, AND FINANCING 2022; 59:469580221088622. [PMID: 35506676 PMCID: PMC9073104 DOI: 10.1177/00469580221088622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Researching the podiatrists’ lived experience of The Three Great Pathologies may help improve the quality of patient care. The aim of this research using an Interpretative Phenomenological Analysis approach is to report on insights relating to the Three Great Pathologies of diabetic foot disease – infection, ischaemia and amputation. To do this, data was collected from six New Zealand diabetes care Podiatrists. Three superordinate themes resulted with subordinate themes. They are compromised health status, podiatric challenges and best outcomes. The findings are firstly, patient education remains a priority; secondly, there is an unmet need for postgraduate podiatry education; and thirdly, early intervention is a key measure for reducing the influence of the Three Great Pathologies. This study demonstrates that focussing on a group of six specialist podiatrists contributes to new priorities of care for dealing with the Three Great Pathologies of diabetic foot disease.
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Affiliation(s)
- Simon Speight
- School of Health Professions, University of Brighton Faculty of Health and Social Sciences, Brighton, UK
| | - Chris Morriss-Roberts
- School of Health Professions, University of Brighton Faculty of Health and Social Sciences, Brighton, UK
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7
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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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Chatwin KE, Abbott CA, Boulton AJ, Bowling FL, Reeves ND. The role of foot pressure measurement in the prediction and prevention of diabetic foot ulceration-A comprehensive review. Diabetes Metab Res Rev 2020; 36:e3258. [PMID: 31825163 PMCID: PMC7317473 DOI: 10.1002/dmrr.3258] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 11/25/2019] [Accepted: 11/26/2019] [Indexed: 12/19/2022]
Abstract
The predominant risk factor of diabetic foot ulcers (DFU), peripheral neuropathy, results in loss of protective sensation and is associated with abnormally high plantar pressures. DFU prevention strategies strive to reduce these high plantar pressures. Nevertheless, several constraints should be acknowledged regarding the research supporting the link between plantar pressure and DFUs, which may explain the low prediction ability reported in prospective studies. The majority of studies assess vertical, rather than shear, barefoot plantar pressure in laboratory-based environments, rather than during daily activity. Few studies investigated previous DFU location-specific pressure. Previous studies focus predominantly on walking, although studies monitoring activity suggest that more time is spent on other weight-bearing activities, where a lower "peak" plantar pressure might be applied over a longer duration. Although further research is needed, this may indicate that an expression of cumulative pressure applied over time could be a more relevant parameter than peak pressure. Studies indicated that providing pressure feedback might reduce plantar pressures, with an emerging potential use of smart technology, however, further research is required. Further pressure analyses, across all weight-bearing activities, referring to location-specific pressures are required to improve our understanding of pressures resulting in DFUs and improve effectiveness of interventions.
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Affiliation(s)
- Katie E. Chatwin
- Musculoskeletal Science & Sports Medicine Research Centre, Department of Life Sciences, Faculty of Science & EngineeringManchester Metropolitan UniversityManchesterUK
| | - Caroline A. Abbott
- Musculoskeletal Science & Sports Medicine Research Centre, Department of Life Sciences, Faculty of Science & EngineeringManchester Metropolitan UniversityManchesterUK
| | - Andrew J.M. Boulton
- Faculty of Biology, Medicine and HealthUniversity of ManchesterManchesterUK
- Diabetes Research InstituteUniversity of MiamiMiamiFlorida
| | - Frank L. Bowling
- Faculty of Biology, Medicine and HealthUniversity of ManchesterManchesterUK
| | - Neil D. Reeves
- Musculoskeletal Science & Sports Medicine Research Centre, Department of Life Sciences, Faculty of Science & EngineeringManchester Metropolitan UniversityManchesterUK
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10
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Ersen A, Lavery LA, Monga A, Richardson M, Schwarz B, Quiben MU, Garrett AG, Flyzik M, Wukich DK, Yavuz M. A Biomechanical Examination of Prefabricated Total Contact Cast Kits: Relevance to Patients With Diabetic Neuropathy. INT J LOW EXTR WOUND 2020; 20:232-235. [DOI: 10.1177/1534734620914440] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The traditional Total Contact Cast (TCC) is considered the gold standard for treating plantar diabetic ulcers. A number of prefabricated TCC kits have been introduced, which offer a user-friendly casting process for health care providers. Our objective was to evaluate pressure reduction and gait characteristics after application of a TCC kit (TCC-EZ) and traditional TCC. Fifteen individuals (9 males, 6 females; median age of 51.5 years [range = 40.5-71.2 years]) completed 30-m walking trials while fitted with TCC-EZ and TCC in a randomized order. A pair of automated wireless photogate sensors captured time to traverse the distance and pedobarographic insoles measured and recorded plantar pressures. Paired t tests were used to compare peak pressure, gait speed, and cast weights across the 2 modalities. Peak pressure and cast weight were significantly lower in the TCC-EZ arm (169.6 ± 41.3 kPa vs 214.9 ± 63.2 kPa, P = .0048; and 1.79 ± 0.17 kg vs 2.11 ± 0.25 kg, P = .0004). Contact area and gait speed were not significantly different between the 2 modalities (140.4 ± 25.8 cm2 vs 126.9 ± 37.8 cm2, P = .0228, Cohen’s d = 0.40; and 0.94 ± 0.19 m/s vs 0.83 ± 0.26 m/s, P = .0532, Cohen’s d = .48). TCC-EZ was found to provide more favorable pressure distributions compared with TCC. TCC-EZ is also lighter and may be a preferred treatment modality for patients. More research is necessary to reveal the clinical effectiveness of prefabricated total contact kits.
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Affiliation(s)
- Ali Ersen
- The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Aakshita Monga
- University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Mike Richardson
- University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Brandy Schwarz
- University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Myles U. Quiben
- University of North Texas Health Science Center, Fort Worth, TX, USA
| | | | - Mike Flyzik
- University of North Texas Health Science Center, Fort Worth, TX, USA
| | - Dane K. Wukich
- The University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Metin Yavuz
- The University of Texas Southwestern Medical Center, Dallas, TX, USA
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11
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Iacopi E, Riitano N, Dini V, Berta R, Pieruzzi L, Janowska A, Anselmino M, Piaggesi A, Romanelli M. Using Skin Bioengineering to Highlight How Weight and Diabetes Mellitus Modify the Skin in the Lower Limbs of Super-Obese Patients. Diabetes Metab Syndr Obes 2020; 13:729-738. [PMID: 32214836 PMCID: PMC7083633 DOI: 10.2147/dmso.s229042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 12/24/2019] [Indexed: 01/29/2023] Open
Abstract
AIM To evaluate the distinct contribution of obesity and diabetes (DM) to the skin modification in metabolic diseases. METHODS We analysed all patients admitted for bariatric surgery in our hospital with BMI between 38 and 47 kg/m2, with (Group 1) or without (Group 2) DM and compared them with a group of nonobese diabetic patients (Group 3) and healthy volunteers (Group 4). The following features were evaluated: hardness, temperature, hydration and thickness alongside with anthropometric measures of foot and leg. RESULTS For the general characteristics, patients differed in age and body mass index. As predictable all circumferences (dorsal foot, sovramalleolar and under the knee) were significantly higher in obese with no differences depending on DM (all parameters: p<0.01 in Group 1 and Group 2 vs Group 3 and Group 4). Skin temperature was significantly higher in all obese, irrespectively from the presence of DM (1st metatarsal head: p=0.02 Group 1 and Group 2 vs Group 3 and Group 4; 5th metatarsal head: p<0.01 in Group 1 and Group 2 vs Group 3 and Group 4). Skin hydration score showed increased anhydrosis in both diabetics and severe obesity (p<0.01 in Group 1 and Group 3 vs Group 2 and Group 4). Increase in thickness of skin and subcutaneous tissues was observed (at heel: p<0.01 in Group 1 and Group 2 vs Group 3 and Group 4 and under the scaphoid p=0.03 Group 1 and Group 2 vs Group 3 and Group 4) and plantar fascia (in both regions p=0.02 Group 1 and Group 2 vs Group 3 and Group 4) in all obese patients, with or without DM. CONCLUSION Severe obesity significantly affects both shape and structure of the foot, possibly exposing these patients to a higher risk of biomechanical stress. On such a background DM, modifying skin hydration and protective mechanisms exerts a synergistic role further increasing the risk of trauma and ulcers.
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Affiliation(s)
| | - Nicola Riitano
- Diabetic Foot Section, Pisa University Hospital, Pisa, Italy
- Dermatology Department, Pisa University Hospital, Pisa, Italy
| | - Valentina Dini
- Dermatology Department, Pisa University Hospital, Pisa, Italy
| | - Rossana Berta
- Bariatric Surgery Unit, Pisa University Hospital, Pisa, Italy
| | | | - Agata Janowska
- Dermatology Department, Pisa University Hospital, Pisa, Italy
| | - Marco Anselmino
- Bariatric Surgery Unit, Pisa University Hospital, Pisa, Italy
| | | | - Marco Romanelli
- Dermatology Department, Pisa University Hospital, Pisa, Italy
- Correspondence: Marco Romanelli Dermatology Unit, Via Roma, 67, Pisa56126, ItalyTel +39 050 992436Fax +39 050 551124 Email
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12
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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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13
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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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14
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Moulaei K, Malek M, Sheikhtaheri A. Monitoring of external predisposing factors for Diabetic Foot: A literature review and physicians' perspectives. Med J Islam Repub Iran 2019; 33:159. [PMID: 32280665 PMCID: PMC7137813 DOI: 10.34171/mjiri.33.159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Indexed: 11/11/2022] Open
Abstract
Background: Diabetic foot is one of the most important complications of diabetes caused by the existence of some destructive factors in different anatomical locations of feet. Management and monitoring of these factors are very important to decrease or avoid ulcerating lesions of the foot. The purpose of this study is to identify and introduce the predisposing factors and anatomical locations associated with these destructive factors. Methods: First, we conducted a comprehensive review of different databases to identify the factors and associated anatomical locations from the previous studies. Then, we designed a questionnaire and invited physicians and specialists to express their perspectives on these factors and locations. The data were analyzed using SPSS version 23. Frequency, percentage, mean and standard deviation of these variables were calculated. Results: Based on the literature review, four factors, including pressure, moisture and sweat, temperature, and acceleration were identified as factors destructive to the tissues of the diabetic foot and worsen ulcers. The view of specialists approved the results of the literature review. Besides, there was an insignificant difference between the results of the literature review and the specialists' view in terms of anatomical locations that need to be continuously monitored. Conclusion: Monitoring the pressure in heel, first metatarsal, and first metatarsal head; moisture and sweat under the fingers, hallux and heels as well as the temperature at the first metatarsal, first metatarsal head, and the third metatarsal head are important in preventing ulceration, destructing the foot tissue, and accelerating the treatment process.
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Affiliation(s)
- Khadijeh Moulaei
- School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mojtaba Malek
- Research Center for Prevention of Cardiovascular Disease, Institute of Endocrinology and Metabolism, Iran University of medical sciences, Tehran, Iran
| | - Abbas Sheikhtaheri
- Health Management and Economics Research Center, Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
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15
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Wang L, Jones D, Chapman GJ, Siddle HJ, Russell DA, Alazmani A, Culmer P. A Review of Wearable Sensor Systems to Monitor Plantar Loading in the Assessment of Diabetic Foot Ulcers. IEEE Trans Biomed Eng 2019; 67:1989-2004. [PMID: 31899409 DOI: 10.1109/tbme.2019.2953630] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Diabetes is highly prevalent throughout the world and imposes a high economic cost on countries at all income levels. Foot ulceration is one devastating consequence of diabetes, which can lead to amputation and mortality. Clinical assessment of diabetic foot ulcer (DFU) is currently subjective and limited, impeding effective diagnosis, treatment and prevention. Studies have shown that pressure and shear stress at the plantar surface of the foot plays an important role in the development of DFUs. Quantification of these could provide an improved means of assessment of the risk of developing DFUs. However, commercially-available sensing technology can only measure plantar pressures, neglecting shear stresses and thus limiting their clinical utility. Research into new sensor systems which can measure both plantar pressure and shear stresses are thus critical. Our aim in this paper is to provide the reader with an overview of recent advances in plantar pressure and stress sensing and offer insights into future needs in this critical area of healthcare. Firstly, we use current clinical understanding as the basis to define requirements for wearable sensor systems capable of assessing DFU. Secondly, we review the fundamental sensing technologies employed in this field and investigate the capabilities of the resultant wearable systems, including both commercial and research-grade equipment. Finally, we discuss research trends, ongoing challenges and future opportunities for improved sensing technologies to monitor plantar loading in the diabetic foot.
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Yavuz M, Ersen A, Hartos J, Lavery LA, Wukich DK, Hirschman GB, Armstrong DG, Quiben MU, Adams LS. Temperature as a Causative Factor in Diabetic Foot Ulcers: A Call to Revisit Ulceration Pathomechanics. J Am Podiatr Med Assoc 2019; 109:345-350. [PMID: 30427732 DOI: 10.7547/17-131] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Diabetic foot ulcers (DFUs) are a major burden to patients and to the health-care systems of many countries. To prevent or treat ulcers more effectively, predictive biomarkers are needed. We examined temperature as a biomarker and as a causative factor in ulcer development. METHODS Thirty-seven individuals with diabetes were enrolled in this observational case-control study: nine with diabetic neuropathy and ulcer history (DFU), 14 with diabetic neuropathy (DN), and 14 nonneuropathic control participants (DC). Resting barefoot plantar temperatures were recorded using an infrared thermal camera. Mean temperatures were determined in four anatomical regions-hallux and medial, central, and lateral forefoot-and separate linear models with specified contrasts among the DFU, DN, and DC groups were set to reveal mean differences for each foot region while controlling for group characteristics. RESULTS The mean temperature reading in each foot region was higher than 30.0°C in the DFU and DN groups and lower than 30.0°C in the DC group. Mean differences were greatest between the DFU and DC groups, ranging from 3.2°C in the medial forefoot to 4.9°C in the hallux. CONCLUSIONS Increased plantar temperatures in individuals with a history of ulcers may include acute temperature increases from plantar stresses, chronic inflammation from prolonged stresses, and impairment in temperature regulation from autonomic neuropathy. Diabetic foot temperatures, particularly in patients with previous ulcers, may easily reach hazard thresholds indicated by previous pressure ulcer studies. The results necessitate further exploration of temperature in the diabetic foot and how it may contribute to ulceration.
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Affiliation(s)
- Metin Yavuz
- Department of Physical Therapy, University of North Texas Health Science Center, Fort Worth, TX. Drs. Yavuz and Ersen are now with the Department of Healthcare Sciences, Prosthetics and Orthotics Program, University of Texas Southwestern Medical Center, Dallas, TX
| | - Ali Ersen
- Department of Physical Therapy, University of North Texas Health Science Center, Fort Worth, TX. Drs. Yavuz and Ersen are now with the Department of Healthcare Sciences, Prosthetics and Orthotics Program, University of Texas Southwestern Medical Center, Dallas, TX
| | - Jessica Hartos
- Department of Physician Assistant, University of North Texas Health Science Center, Fort Worth, TX
| | - Lawrence A. Lavery
- Department of Plastic Surgery, University of Texas Southwestern Medical Center, Dallas, TX
| | - Dane K. Wukich
- Department of Orthopaedic Surgery, University of Texas Southwestern Medical Center, Dallas, TX
| | | | - David G. Armstrong
- Southwestern Academic Limb Salvage Alliance (SALSA) and Keck School of Medicine at the University of Southern California, Tucson, AZ
| | - Myla U. Quiben
- University of North Texas Health Science Center, Fort Worth, TX
| | - Linda S. Adams
- University of North Texas Health Science Center, Fort Worth, TX
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Plantar pressure distribution in diverse stages of diabetic neuropathy. J Diabetes Metab Disord 2019; 18:33-39. [PMID: 31275872 DOI: 10.1007/s40200-019-00387-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Accepted: 01/16/2019] [Indexed: 10/26/2022]
Abstract
Background Diabetic Foot Ulceration in patients with diabetes could be associated with high plantar pressure caused by diabetes neuropathy. Therefore, it seems that one of the ways of identifying high-risk legs in diabetic patients with neuropathy would be characterization of elevated plantar pressure distributions. Objective Comparing the plantar pressure distribution in diabetic patients who suffered neuropathy with those without neuropathy. Methods and materials Plantar pressure distribution was recorded in the following categories: 38 diabetic patients without neuropathy, 30, 40 and 34 patients with mild neuropathy, moderate and severe neuropathy respectively. Results Patients suffered from severe neuropathy suggested higher maximum peak plantar pressure at midfoot, heel, and medial forefoot. The peak pressure of midfoot was significantly different in the following categories as well: patient without neuropathy (32.3 ± 17.9 kPa), mild neuropathic (24.0 ± 17.9 kPa), moderate neuropathic (21.5 ± 12.6 kPa), and severe neuropathic (22.9 ± 10.7 kPa) groups (p = 0.02). Conclusion The progression of diabetic neuropathy would have been increased followed by the peak plantar pressure.
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Biomechanical Efficacy of Shear-Reducing Diabetic Insoles: Elaborations on Future Design Criteria. ACTA ACUST UNITED AC 2019. [DOI: 10.1097/jpo.0000000000000241] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Telfer S, Bigham JJ. The influence of population characteristics and measurement system on barefoot plantar pressures: A systematic review and meta-regression analysis. Gait Posture 2019; 67:269-276. [PMID: 30391749 DOI: 10.1016/j.gaitpost.2018.10.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 10/17/2018] [Accepted: 10/25/2018] [Indexed: 02/02/2023]
Abstract
BACKGROUND The measurement of plantar pressure distributions during gait can provide insights into the effects of musculoskeletal disease on foot function. A range of hardware, software, and protocols are available for the collection of this type of data, with sometimes disparate and conflicting results reported between individual studies. In this systematic review and meta-regression analysis of dynamic regional peak pressures, we aimed to test if 1) the system used to obtain the pressure measurements and 2) the characteristics of the study populations had a significant effect on the results. METHODS A systematic review of the literature was undertaken to identify articles reporting regional peak plantar pressures during barefoot walking. A mixed-effects modeling approach was used to analyze the extracted data. Initially, the effect of the system used to collect the data was tested. Following this, the effect of participant characteristics on the results were analyzed, using moderators of cohort type (defined as the primary health characteristic of the participants), age, sex, and BMI. RESULTS 115 participant groups were included in the analysis. Sufficient cohorts were available to test those that consisted of healthy individuals, and those with diabetes and diabetic neuropathy. Significant differences were found between results reported by studies using different pressure measurement systems in 8 of the 16 regions analyzed. The analysis of participant characteristics revealed a number of significant relationships between regional peak pressures and participant characteristics, including: BMI and midfoot plantar pressures; elevated forefoot pressures as a result of diabetic neuropathy; and sex-differences in regional loading patterns. CONCLUSIONS At the level of the literature, we confirmed significant effects of disease status, age, BMI, and sex on regional peak plantar pressures. Researchers and clinicians should be aware that measurements of peak plantar pressure variables obtained from different collection equipment are not directly comparable.
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Affiliation(s)
- S Telfer
- Department of Orthopaedics and Sports Medicine, University of Washington, Seattle, United States.
| | - J J Bigham
- Department of Orthopaedics and Sports Medicine, University of Washington, Seattle, United States
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Li W, Dugnani R. Design of a Tri-Axial Force Measurement Transducer for Plantar Force Measurements. JOURNAL OF DYNAMIC SYSTEMS, MEASUREMENT, AND CONTROL 2018; 140:0810121-8101210. [PMID: 30662087 PMCID: PMC6262213 DOI: 10.1115/1.4039205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2017] [Revised: 01/18/2018] [Indexed: 06/09/2023]
Abstract
Transducers for spatial plantar force measurements have numerous applications in biomechanics, rehabilitation medicine, and gait analysis. In this work, the design of a novel, tri-axial transducer for plantar force measurements was presented. The proposed design could resolve both the normal and the shear forces applied at the foot's sole. The novelty of the design consisted in using a rotating bump to translate the external loads into axial compressive forces which could be measured effectively by conventional pressure sensors. For the prototype presented, multilayer polydimethylsiloxane (PDMS) thin-film capacitive stacks were manufactured and used as sensing units, although in principle the design could be extended to various types of sensors. A quasi-static analytic solution to describe the behavior of the transducer was also derived and used to optimize the design. To characterize the performance of the transducer, a 3 cm diameter, 1 cm tall prototype was manufactured and tested under various combination of shear and normal loading scenarios. The tests confirmed the ability of the transducer to generate strong capacitive signals and measure both the magnitude and direction of the normal and shear loads in the dynamic range of interest.
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Affiliation(s)
- Weizi Li
- Jiao Tong University Joint Institute, University of Michigan-Shanghai, Shanghai 200240, China e-mail:
| | - Roberto Dugnani
- Jiao Tong University Joint Institute, University of Michigan-Shanghai, Shanghai 200240, China e-mail:
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21
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Gait Shear and Plantar Pressure Monitoring: A Non-Invasive OFS Based Solution for e-Health Architectures. SENSORS 2018; 18:s18051334. [PMID: 29693624 PMCID: PMC5982155 DOI: 10.3390/s18051334] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 04/12/2018] [Accepted: 04/20/2018] [Indexed: 11/17/2022]
Abstract
In an era of unprecedented progress in sensing technology and communication, health services are now able to closely monitor patients and elderly citizens without jeopardizing their daily routines through health applications on their mobile devices in what is known as e-Health. Within this field, we propose an optical fiber sensor (OFS) based system for the simultaneous monitoring of shear and plantar pressure during gait movement. These parameters are considered to be two key factors in gait analysis that can help in the early diagnosis of multiple anomalies, such as diabetic foot ulcerations or in physical rehabilitation scenarios. The proposed solution is a biaxial OFS based on two in-line fiber Bragg gratings (FBGs), which were inscribed in the same optical fiber and placed individually in two adjacent cavities, forming a small sensing cell. Such design presents a more compact and resilient solution with higher accuracy when compared to the existing electronic systems. The implementation of the proposed elements into an insole is also described, showcasing the compactness of the sensing cells, which can easily be integrated into a non-invasive mobile e-Health solution for continuous remote gait monitoring of patients and elder citizens. The reported results show that the proposed system outperforms existing solutions, in the sense that it is able to dynamically discriminate shear and plantar pressure during gait.
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Mahendra M, Singh R. Diagnostic Accuracy and Surgical Utility of MRI in Complicated Diabetic Foot. J Clin Diagn Res 2017; 11:RC01-RC04. [PMID: 28892986 DOI: 10.7860/jcdr/2017/25902.10154] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2016] [Accepted: 04/27/2017] [Indexed: 10/19/2022]
Abstract
INTRODUCTION Diabetic foot complications pose a significant public health hazard and have negative effect on life quality. These complications are associated with increased risk of amputations and premature death. So focus is increasing on early treatment of complicated diabetic foot. AIM To assess the diagnostic accuracy and surgical utility of MRI in complicated diabetic foot. MATERIALS AND METHODS Thirty four complicated diabetic patients were evaluated prospectively. Initially x-ray was done and a provisional management plan was formulated. Later T1W, T2W and FSat sequences of the affected foot and ankle was carried out. The soft tissue, tendons and osseous apparatus were evaluated and subsequently compared with histopathological examination. Before and after MRI, change in management plan was marked. Previously operated cases with persistent ulcer of affected foot were excluded from the study. RESULTS Twenty two males and 12 females with mean age of 52±8.8 years were analysed. The sensitivity of MRI for tenosynovitis and osteomyelitis was 88% and 100% respectively. The specificity for the same was 100% and 90%. Of all 34 cases, MRI reshapes surgical planning in 23.5% cases (8 patients). The difference between MRI and histopathological findings was evaluated statistically using Fisher-Z test and the proportion of difference between these two groups was not significant as values for tenosynovitis was Z=0.50 (p-value >0.05) and for osteomyelitis Z= 0.54 (p-value>0.05). CONCLUSION The result indicates that MRI is a sensitive and accurate imaging modality for evaluation of diabetic foot and for planning proper treatment and the MRI correlates significantly with the surgical finding.
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Affiliation(s)
- Mayank Mahendra
- Assistant Professor, Department of Orthopaedics, King George Medical University, Lucknow, Uttar Pradesh, India
| | - Rahul Singh
- Assistant Professor, Department of Orthopaedics, Mayo Institute of Medical Sciences, Barabanki, Uttar Pradesh, India
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Salimi P, Hamedi M, Jamshidi N, Vismeh M. Investigating the effect of external trauma through a dynamic system modeling approach for clustering causality in diabetic foot ulcer development. Med Hypotheses 2017; 101:37-43. [PMID: 28351488 DOI: 10.1016/j.mehy.2017.01.025] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Accepted: 01/23/2017] [Indexed: 10/20/2022]
Abstract
Diabetes and its associated complications are realized as one of the most challenging medical conditions threatening more than 29 million people only in the USA. The forecasts suggest a suffering of more than half a billion worldwide by 2030. Amid all diabetic complications, diabetic foot ulcer (DFU) has attracted much scientific investigations to lead to a better management of this disease. In this paper, a system thinking methodology is adopted to investigate the dynamic nature of the ulceration. The causal loop diagram as a tool is utilized to illustrate the well-researched relations and interrelations between causes of the DFU. The result of clustering causality evaluation suggests a vicious loop that relates external trauma to callus. Consequently a hypothesis is presented which localizes development of foot ulceration considering distribution of normal and shear stress. It specifies that normal and tangential forces, as the main representatives of external trauma, play the most important role in foot ulceration. The evaluation of this hypothesis suggests the significance of the information related to both normal and shear stress for managing DFU. The results also discusses how these two react on different locations on foot such as metatarsal head, heel and hallux. The findings of this study can facilitate tackling the complexity of DFU problem and looking for constructive mitigation measures. Moreover they lead to developing a more promising methodology for managing DFU including better prognosis, designing prosthesis and insoles for DFU and patient caring recommendations.
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Watanabe A, Noguchi H, Oe M, Sanada H, Mori T. Development of a Plantar Load Estimation Algorithm for Evaluation of Forefoot Load of Diabetic Patients during Daily Walks Using a Foot Motion Sensor. J Diabetes Res 2017; 2017:5350616. [PMID: 28840130 PMCID: PMC5559913 DOI: 10.1155/2017/5350616] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2017] [Accepted: 05/25/2017] [Indexed: 12/26/2022] Open
Abstract
Forefoot load (FL) contributes to callus formation, which is one of the pathways to diabetic foot ulcers (DFU). In this study, we hypothesized that excessive FL, which cannot be detected by plantar load measurements within laboratory settings, occurs in daily walks. To demonstrate this, we created a FL estimation algorithm using foot motion data. Acceleration and angular velocity data were obtained from a motion sensor attached to each shoe of the subjects. The accuracy of the estimated FL was validated by correlation with the FL measured by force sensors on the metatarsal heads, which was assessed using the Pearson correlation coefficient. The mean of correlation coefficients of all the subjects was 0.63 at a level corridor, while it showed an intersubject difference at a slope and stairs. We conducted daily walk measurements in two diabetic patients, and additionally, we verified the safety of daily walk measurement using a wearable motion sensor attached to each shoe. We found that excessive FL occurred during their daily walks for approximately three hours in total, when any adverse event was not observed. This study indicated that FL evaluation method using wearable motion sensors was one of the promising ways to prevent DFUs.
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Affiliation(s)
- Ayano Watanabe
- Department of Gerontology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, Japan
| | - Hiroshi Noguchi
- Department of Life Support Technology (Molten), Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, Japan
| | - Makoto Oe
- Department of Advanced Nursing Technology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, Japan
| | - Hiromi Sanada
- Department of Gerontology, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, Japan
| | - Taketoshi Mori
- Department of Life Support Technology (Molten), Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, Japan
- *Taketoshi Mori:
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Hamatani M, Mori T, Oe M, Noguchi H, Takehara K, Amemiya A, Ohashi Y, Ueki K, Kadowaki T, Sanada H. Factors Associated With Callus in Patients with Diabetes, Focused on Plantar Shear Stress During Gait. J Diabetes Sci Technol 2016; 10:1353-1359. [PMID: 27162193 PMCID: PMC5094323 DOI: 10.1177/1932296816648164] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND The aim of this study is to identify whether plantar shear stress in neuropathic patients with diabetes with callus is increased compared with those without callus. METHOD The differences in foot deformity, limited joint mobility, repetitive stress of walking, and ill-fitting shoes between patients with callus and those without callus were also determined. Subjects were recruited from the Diabetic Foot Outpatient Clinic. A newly developed in-shoe measurement system, which has flexible and thin insoles, enabled measurement of both plantar pressure and shear stress simultaneously when subjects walked as usual on a 10 m walkway. RESULTS It was found that plantar shear stress adjusted for weight during the push-off phase was increased by 1.32 times in patients with callus compared with those without callus (mean ± SD: 0.0500 ± 0.0160 vs 0.0380 ± 0.0144, P = .031). Moreover, hallux valgus deformity, reduction in dorsiflexion of the ankle joint and increase in plantar flexion were showed in feet with callus. Increased plantar shear stress may be caused by gait change that patients having callus push off with the metatarsal head instead of the toe as a result of foot deformity and limited joint mobility. CONCLUSIONS It was found that plantar shear stress adjusted for weight during the push-off phase was increased in patients with callus compared with those without callus by using the newly developed measurement system. These results suggest that reduction of plantar shear stress during the push-off phase can prevent callus formation in neuropathic patients with diabetes.
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Affiliation(s)
- Masako Hamatani
- Department of Gerontological Nursing/Wound Care Management, Division of Health Sciences and Nursing, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Taketoshi Mori
- Life Support Technology (Molten), Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Makoto Oe
- Department of Advanced Nursing Technology, Graduate School of Medicine, the University of Tokyo, Tokyo, Japan
| | - Hiroshi Noguchi
- Life Support Technology (Molten), Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | - Kimie Takehara
- Department of Nursing Administration/ Advanced Clinical Nursing, Division of Health Sciences and Nursing, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Ayumi Amemiya
- Department of Gerontological Nursing/Wound Care Management, Division of Health Sciences and Nursing, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
| | | | - Kohjiro Ueki
- Department of Molecular Sciences on Diabetes, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Takashi Kadowaki
- Department of Diabetes and Metabolic Diseases, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hiromi Sanada
- Department of Gerontological Nursing/Wound Care Management, Division of Health Sciences and Nursing, Graduate School of Medicine, University of Tokyo, Tokyo, Japan
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Gait parameters of people with diabetes-related neuropathic plantar foot ulcers. Clin Biomech (Bristol, Avon) 2016; 37:98-107. [PMID: 27389946 DOI: 10.1016/j.clinbiomech.2016.06.006] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2016] [Revised: 06/20/2016] [Accepted: 06/27/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND Foot ulceration associated with diabetic peripheral neuropathy is a global concern. Biomechanical investigation allows the identification of gait abnormalities that may adversely affect ulcer healing. The objective of this case-control study was to compare the gait parameters of cases with diabetes-related foot ulcers to controls. METHODS Three-dimensional movement analyses were performed on 21 people with diabetes-related neuropathic plantar foot ulcers (cases), 69 people with diabetes without a foot ulcer history (diabetes controls) and 56 healthy controls. Outcome data were reported as mean differences, 95% confidence intervals and Cohen's d effect sizes. Binary logistic regressions were used to adjust for age, sex and body mass index. FINDINGS People with foot ulcers had a smaller plantar flexion (Cohen's d=-0.6 vs. diabetes controls and d=-0.8 vs. healthy controls), knee flexion (d=-0.6 vs. diabetes controls and d=-1.0 vs. healthy controls) and pelvic obliquity (d=-0.9 vs. diabetes controls and d=-0.7 vs. healthy controls) (all P<0.05). They also had a significantly greater range of anterior-posterior ground reaction force (d=1.0 vs. diabetes controls and d=1.7 vs. healthy controls) and total vertical ground reaction force (d=0.9 vs. diabetes controls and d=1.1 vs. healthy controls) and significantly slower walking speed and smaller step length compared to controls (all P<0.05). INTERPRETATION People with plantar foot ulcers have considerably different gait parameters to controls. Whether the observed gait parameters contributed to the ulcer development or are a response to the ulcer is currently unclear and needs further investigation.
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Lo WT, Wong DP, Yick KL, Ng SP, Yip J. Effects of custom-made textile insoles on plantar pressure distribution and lower limb EMG activity during turning. J Foot Ankle Res 2016; 9:22. [PMID: 27418948 PMCID: PMC4944460 DOI: 10.1186/s13047-016-0154-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 07/05/2016] [Indexed: 12/17/2022] Open
Abstract
Background Turning during locomotion involves considerable changes of the body’s center of mass and reduced stability, as well as lower limb kinematics and kinetics. However, many previous studies have been carried out to evaluate the effectiveness and applications of orthotic insoles as well as different types of orthotic materials in various clinical symptoms, which are focused primarily on straight line walking. Hence, the influence of custom-made insoles with the use of advanced three-dimensional spacer fabrics on biomechanics parameters in terms of plantar pressure distribution and lower limb electromyography during turning movement was studied. Methods Twelve subjects performed 180-degree turning at a speed 3.07-3.74 km/h for five successful trials under 3 insoles conditions: wearing traditional ethylene vinyl acetate insoles and two different spacer-fabricated insoles, with the plantar pressure and lower limb muscle activity collected simultaneously. Turning movement was broken down into 3 phases for analysis: Turning initiation, turn around and turn termination. Results There was a statistically significance difference in plantar pressure between the traditional insoles and the insoles made of a spacer fabric as the top layer (p < 0.05). Compared to the traditional insoles, insoles made of a spacer fabric reduced the peak pressure (>12 %) and pressure–time integral (>13 %) in toes, metatarsal head 1 and metatarsal heads 2–3 at turning initiation; (>15 %) and (>17 %) in medial midfoot and medial heel at turn around. Insoles with spacer fabrics on the top and middle layer reduced both pressure parameters (>18 %) in toes and MTH 1 at turn termination. In terms of muscle activities, insoles with two-layer spacer fabrics could lower maximum muscle activities of vastus lateralis (>16 %; p < 0.05) at turn around. Conclusions Insoles with different fabrications could offer various pressure offloading patterns across the plantar and muscle activity changes while turning. Insoles with a spacer fabric on the top tend to reduce plantar pressure loading at different regions during turn initiation and turn around phases, while two-layer spacer-fabricated insoles may contribute to reduced vastus lateralis muscle activation during turn around. More importantly, this study provides a new dimension in the potential use of the textile-fabricated insoles which may widen the range of insole materials selection in the design and development of insoles so as to enhance the effectiveness of orthotic treatment.
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Affiliation(s)
- W T Lo
- Institute of Textiles and Clothing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - D P Wong
- Human Performance Laboratory, Technological and Higher Education Institute of Hong Kong, Hung Hom, Hong Kong ; Sports Therapy Centre, Technological and Higher Education Institute of Hong Kong, Hung Hom, Hong Kong
| | - K L Yick
- Institute of Textiles and Clothing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - S P Ng
- Hong Kong Community College, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - J Yip
- Institute of Textiles and Clothing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong
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28
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Telfer S, Erdemir A, Woodburn J, Cavanagh PR. Simplified versus geometrically accurate models of forefoot anatomy to predict plantar pressures: A finite element study. J Biomech 2016; 49:289-94. [PMID: 26708965 DOI: 10.1016/j.jbiomech.2015.12.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Revised: 12/01/2015] [Accepted: 12/07/2015] [Indexed: 11/16/2022]
Abstract
Integration of patient-specific biomechanical measurements into the design of therapeutic footwear has been shown to improve clinical outcomes in patients with diabetic foot disease. The addition of numerical simulations intended to optimise intervention design may help to build on these advances, however at present the time and labour required to generate and run personalised models of foot anatomy restrict their routine clinical utility. In this study we developed second-generation personalised simple finite element (FE) models of the forefoot with varying geometric fidelities. Plantar pressure predictions from barefoot, shod, and shod with insole simulations using simplified models were compared to those obtained from CT-based FE models incorporating more detailed representations of bone and tissue geometry. A simplified model including representations of metatarsals based on simple geometric shapes, embedded within a contoured soft tissue block with outer geometry acquired from a 3D surface scan was found to provide pressure predictions closest to the more complex model, with mean differences of 13.3kPa (SD 13.4), 12.52kPa (SD 11.9) and 9.6kPa (SD 9.3) for barefoot, shod, and insole conditions respectively. The simplified model design could be produced in <1h compared to >3h in the case of the more detailed model, and solved on average 24% faster. FE models of the forefoot based on simplified geometric representations of the metatarsal bones and soft tissue surface geometry from 3D surface scans may potentially provide a simulation approach with improved clinical utility, however further validity testing around a range of therapeutic footwear types is required.
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Affiliation(s)
- Scott Telfer
- Department of Orthopaedics and Sports Medicine, University of Washington, Seattle, WA, USA; Institute for Applied Health Research, Glasgow Caledonian University, Glasgow G4 0BA, UK.
| | - Ahmet Erdemir
- Computational Biomodeling (CoBi) Core & Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - James Woodburn
- Institute for Applied Health Research, Glasgow Caledonian University, Glasgow G4 0BA, UK
| | - Peter R Cavanagh
- Department of Orthopaedics and Sports Medicine, University of Washington, Seattle, WA, USA
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Bus SA. Innovations in plantar pressure and foot temperature measurements in diabetes. Diabetes Metab Res Rev 2016; 32 Suppl 1:221-6. [PMID: 26467347 DOI: 10.1002/dmrr.2760] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Revised: 07/20/2015] [Accepted: 10/09/2015] [Indexed: 11/07/2022]
Abstract
Plantar pressure and temperature measurements in the diabetic foot primarily contribute to identifying abnormal values that increase risk for foot ulceration, and they are becoming increasingly more integrated in clinical practice and daily life of the patient. While plantar pressure measurements have long been present, only recently evidence shows their importance in ulcer prevention, as a data-driven approach to therapeutic footwear provision. The long-term monitoring of plantar pressures with the option to provide feedback, when alarming pressure levels occur, is a promising development in this area, although more technical and clinical validation is required. Shear is considered important in ulcer aetiology but is technically difficult to measure. Innovative research is underway to assess if foot temperature can act as a useful surrogate for shear. Because the skin heats up before it breaks down, frequent monitoring of foot temperature can identify these warning signals. This approach has shown to be effective in preventing foot ulcers. Innovation in diagnostic methods for foot temperature monitoring and evidence on cost effectiveness will likely facilitate implementation. Finally, monitoring of adherence to offloading treatment using temperature-based sensors has proven to be a feasible and relevant method with a wide range of possible research and patient care applications. These innovations in plantar pressure and temperature measurements illustrate an important transfer in diabetic foot care from subjective to objective evaluation of the high-risk patient. They demonstrate clinical value and a large potential in helping to reduce the patient and economic burden of diabetic foot disease.
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Affiliation(s)
- S A Bus
- Academic Medical Centre, Department of Rehabilitation, University of Amsterdam, Amsterdam, The Netherlands
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Lo WT, Yick KL, Ng SP, Yip J. New methods for evaluating physical and thermal comfort properties of orthotic materials used in insoles for patients with diabetes. ACTA ACUST UNITED AC 2015; 51:311-24. [PMID: 24933729 DOI: 10.1682/jrrd.2013.01.0012] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Revised: 08/16/2013] [Indexed: 11/05/2022]
Abstract
Orthotic insoles are commonly used in the treatment of the diabetic foot to prevent ulcerations. Choosing suitable insole material is vital for effective foot orthotic treatment. We examined seven types of orthotic materials. In consideration of the key requirements and end uses of orthotic insoles for the diabetic foot, including accommodation, cushioning, and control, we developed test methods for examining important physical properties, such as force reduction and compression properties, insole-skin friction, and shear properties, as well as thermal comfort properties of fabrication materials. A novel performance index that combines various material test results together was also proposed to quantify the overall performance of the insole materials. The investigation confirms that the insole-sock interface has a lower coefficient of friction and shearing stress than those of the insole-skin interface. It is also revealed that material brand and the corresponding density and cell volume, as well as thickness, are closely associated with the performance of moisture absorption and thermal comfort. On the basis of the proposed performance index, practitioners can better understand the properties and performance of various insole materials, thus prescribing suitable orthotic insoles for patients with diabetic foot.
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Affiliation(s)
- Wai Ting Lo
- Institute of Textiles and Clothing and Hong Kong Community College, The Hong Kong Polytechnic University, Hong Kong
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Abstract
BACKGROUND Conservative pedorthic management of the diabetic foot has been shown to be an effective method to prevent ulcers, amputations, and re-amputations. This article exhibits why and how pedorthics plays such an important role via modalities such as footwear, shoe modifications, custom foot orthoses, and partial foot prostheses. OBJECTIVE The objective of this article is to demonstrate how pedorthics has been shown to be an integral part of conservative diabetic foot care. The authors' goal was to educate the reader about the different modalities that are available for use. STUDY DESIGN This article is based largely on review of previously published research and scholarly articles, augmented by the more than 60 years of pedorthic and orthotic clinical experience of the authors. METHODS Approximately 60 journal articles and book chapters were reviewed by the authors. Articles were located via online resources such as PubMed as well as the authors' own libraries. RESULTS It was repeatedly noted that pedorthic modalities such as shoes, foot orthoses, and shoe modifications may be utilized in the treatment and prevention of diabetic foot wounds and other complications. CONCLUSION Pedorthic devices may be successfully integrated into a comprehensive treatment plan for patients with diabetes and foot ulcers. CLINICAL RELEVANCE This information is of special interest to those who treat patients with diabetes. The article demonstrates the efficacy of pedorthic intervention through the compilation and review of relevant previously published data.
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Affiliation(s)
- Dennis Janisse
- Department of Physical Medicine and Rehabilitation, Medical College of Wisconsin, Milwaukee, WI, USA National Pedorthic Services, Inc., Milwaukee, WI, USA
| | - Erick Janisse
- Orthotic and Prosthetic Design, Inc., St. Louis, MO, USA
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Yavuz M, Brem RW, Davis BL, Patel J, Osbourne A, Matassini MR, Wood DA, Nwokolo IO. Temperature as a predictive tool for plantar triaxial loading. J Biomech 2014; 47:3767-70. [DOI: 10.1016/j.jbiomech.2014.09.028] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2014] [Revised: 09/23/2014] [Accepted: 09/25/2014] [Indexed: 11/16/2022]
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Wrobel JS, Ammanath P, Le T, Luring C, Wensman J, Grewal GS, Najafi B, Pop-Busui R. A novel shear reduction insole effect on the thermal response to walking stress, balance, and gait. J Diabetes Sci Technol 2014; 8:1151-6. [PMID: 25107709 PMCID: PMC4455476 DOI: 10.1177/1932296814546528] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Shear stresses have been implicated in the formation of diabetes-related foot ulcers. The aim of this study was to evaluate the effect of a novel shear-reducing insole on the thermal response to walking, balance, and gait. Twenty-seven diabetes peripheral neuropathy patients were enrolled and asked to take 200 steps in both intervention and standard insoles. Thermal foot images of the feet were taken at baseline (1) following a 5-minute temperature acclimatization and (2) after walking. Testing order was randomized, and a 5-minute washout period was used between testing each insole condition. Sudomotor function was also assessed. Gait and balance were measured under single and dual task conditions using a validated body worn sensor system. The mean age was 65.1 years, height was 67.3 inches, weight was 218 pounds, and body mass index was 33.9, 48% were female, and 82% had type 2 diabetes. After walking in both insole conditions, foot temperatures increased significantly in standard insoles. The intervention insole significantly reduced forefoot and midfoot temperature increases (64.1%, P = .008; 48%, P = .046) compared to standard insoles. There were significant negative correlations with sudomotor function and baseline temperatures (r = .53-.57). The intervention demonstrated 10.4% less gait initiation double support time compared to standard insoles (P = .05). There were no differences in static balance measures. We found significantly lower forefoot and midfoot temperature increases following walking with shear-reducing insoles compared to standard insoles. We also found improvements in gait. These findings merit future study for the prevention of foot ulcer.
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Affiliation(s)
- James S Wrobel
- Metabolism, Endocrinology and Diabetes (MEND), University of Michigan, Ann Arbor, MI, USA
| | - Peethambaran Ammanath
- Michigan Orthotics and Prosthetics Center, University of Michigan, Ann Arbor, MI, USA
| | - Tima Le
- Metabolism, Endocrinology and Diabetes (MEND), University of Michigan, Ann Arbor, MI, USA
| | - Christopher Luring
- Michigan Orthotics and Prosthetics Center, University of Michigan, Ann Arbor, MI, USA
| | - Jeffrey Wensman
- Michigan Orthotics and Prosthetics Center, University of Michigan, Ann Arbor, MI, USA
| | | | | | - Rodica Pop-Busui
- Metabolism, Endocrinology and Diabetes (MEND), University of Michigan, Ann Arbor, MI, USA
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Telfer S, Erdemir A, Woodburn J, Cavanagh PR. What has finite element analysis taught us about diabetic foot disease and its management? A systematic review. PLoS One 2014; 9:e109994. [PMID: 25290098 PMCID: PMC4188702 DOI: 10.1371/journal.pone.0109994] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Accepted: 09/12/2014] [Indexed: 11/24/2022] Open
Abstract
Background Over the past two decades finite element (FE) analysis has become a popular tool for researchers seeking to simulate the biomechanics of the healthy and diabetic foot. The primary aims of these simulations have been to improve our understanding of the foot’s complicated mechanical loading in health and disease and to inform interventions designed to prevent plantar ulceration, a major complication of diabetes. This article provides a systematic review and summary of the findings from FE analysis-based computational simulations of the diabetic foot. Methods A systematic literature search was carried out and 31 relevant articles were identified covering three primary themes: methodological aspects relevant to modelling the diabetic foot; investigations of the pathomechanics of the diabetic foot; and simulation-based design of interventions to reduce ulceration risk. Results Methodological studies illustrated appropriate use of FE analysis for simulation of foot mechanics, incorporating nonlinear tissue mechanics, contact and rigid body movements. FE studies of pathomechanics have provided estimates of internal soft tissue stresses, and suggest that such stresses may often be considerably larger than those measured at the plantar surface and are proportionally greater in the diabetic foot compared to controls. FE analysis allowed evaluation of insole performance and development of new insole designs, footwear and corrective surgery to effectively provide intervention strategies. The technique also presents the opportunity to simulate the effect of changes associated with the diabetic foot on non-mechanical factors such as blood supply to local tissues. Discussion While significant advancement in diabetic foot research has been made possible by the use of FE analysis, translational utility of this powerful tool for routine clinical care at the patient level requires adoption of cost-effective (both in terms of labour and computation) and reliable approaches with clear clinical validity for decision making.
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Affiliation(s)
- Scott Telfer
- Institute for Applied Health Research, Glasgow Caledonian University, Glasgow, United Kingdom
- Department of Orthopaedics and Sports Medicine, University of Washington, Seattle, Washington, United States of America
- * E-mail:
| | - Ahmet Erdemir
- Computational Biomodeling (CoBi) Core, Department of Biomedical Engineering, Cleveland Clinic, Cleveland, Ohio, United States of America
| | - James Woodburn
- Institute for Applied Health Research, Glasgow Caledonian University, Glasgow, United Kingdom
| | - Peter R. Cavanagh
- Department of Orthopaedics and Sports Medicine, University of Washington, Seattle, Washington, United States of America
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Petre M, Erdemir A, Panoskaltsis VP, Spirka TA, Cavanagh PR. Optimization of nonlinear hyperelastic coefficients for foot tissues using a magnetic resonance imaging deformation experiment. J Biomech Eng 2014; 135:61001-12. [PMID: 23699713 DOI: 10.1115/1.4023695] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2011] [Accepted: 02/19/2013] [Indexed: 11/08/2022]
Abstract
Accurate prediction of plantar shear stress and internal stress in the soft tissue layers of the foot using finite element models would provide valuable insight into the mechanical etiology of neuropathic foot ulcers. Accurate prediction of the internal stress distribution using finite element models requires that realistic descriptions of the material properties of the soft tissues are incorporated into the model. Our investigation focused on the creation of a novel three-dimensional (3D) finite element model of the forefoot with multiple soft tissue layers (skin, fat pad, and muscle) and the development of an inverse finite element procedure that would allow for the optimization of the nonlinear elastic coefficients used to define the material properties of the skin muscle and fat pad tissue layers of the forefoot based on a Ogden hyperelastic constitutive model. Optimization was achieved by comparing deformations predicted by finite element models to those measured during an experiment in which magnetic resonance imaging (MRI) images were acquired while the plantar surface forefoot was compressed. The optimization procedure was performed for both a model incorporating all three soft tissue layers and one in which all soft tissue layers were modeled as a single layer. The results indicated that the inclusion of multiple tissue layers affected the deformation and stresses predicted by the model. Sensitivity analysis performed on the optimized coefficients indicated that small changes in the coefficient values (±10%) can have rather large impacts on the predicted nominal strain (differences up to 14%) in a given tissue layer.
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Affiliation(s)
- Marc Petre
- Division of Anesthesiology and Critical Care Medicine,Cleveland Clinic, Cleveland, OH 44195, USA
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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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Fernandez MLG, Lozano RM, Diaz MIGQ, Jurado MAG, Hernandez DM, Montesinos JVB. How effective is orthotic treatment in patients with recurrent diabetic foot ulcers? J Am Podiatr Med Assoc 2014; 103:281-90. [PMID: 23878380 DOI: 10.7547/1030281] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND We assessed the efficacy of customized foot orthotic therapy by comparing reulceration rates, minor amputation rates, and work and daily living activities before and after therapy. Peak plantar pressures and peak plantar impulses were compared with the patients not wearing and wearing their prescribed footwear. METHODS One hundred seventeen patients with diabetes were prescribed therapeutic insoles and footwear based on the results of a detailed biomechanical study and were followed for 2 years. All of the patients had a history of foot ulcers, but none had undergone previous orthotic therapy. RESULTS Before treatment, the reulceration rate was 79% and the amputation rate was 54%. Two years after the start of orthotic therapy, the reulceration rate was 15% and the amputation rate was 6%. Orthotic therapy reduced peak plantar pressures in patients with reulcerations and in those without (P < .05), although a significant decrease in peak plantar impulses was achieved only in patients not experiencing reulceration. Sick leave was reduced from 100% to 26%. CONCLUSIONS Personalized orthotic therapy targeted at reducing plantar pressures by off-loading protects high-risk patients against reulceration. Treatment reduced the reulceration rate and peak plantar pressures, leading to patients' return to work or other activities.
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Yavuz M. American Society of Biomechanics Clinical Biomechanics Award 2012: plantar shear stress distributions in diabetic patients with and without neuropathy. Clin Biomech (Bristol, Avon) 2014; 29:223-9. [PMID: 24332719 PMCID: PMC4006952 DOI: 10.1016/j.clinbiomech.2013.11.003] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2013] [Revised: 10/18/2013] [Accepted: 11/05/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND The exact pathology of diabetic foot ulcers remains to be resolved. Evidence suggests that plantar shear forces play a major role in diabetic ulceration. Unfortunately, only a few manuscripts exist on the clinical implications of plantar shear. The purpose of this study was to compare global and regional peak plantar stress values in three groups; diabetic patients with neuropathy, diabetic patients without neuropathy and healthy control subjects. METHODS Fourteen diabetic neuropathic patients, 14 non-neuropathic diabetic control and 11 non-diabetic control subjects were recruited. Subjects walked on a custom-built stress plate that quantified plantar pressures and shear. Four stress variables were analyzed; peak pressure, peak shear, peak pressure-time and shear-time integral. FINDINGS Global peak values of peak shear (p = 0.039), shear-time integral (p = 0.002) and pressure-time integral (p = 0.003) were significantly higher in the diabetic neuropathic group. The local peak shear stress and shear-time integral were also significantly higher in diabetic neuropathic patients compared to both control groups, in particular, at the hallux and central forefoot. The local peak pressure and pressure-time integral were significantly different between the three groups at the medial and lateral forefoot. INTERPRETATION Plantar shear and shear-time integral magnitudes were elevated in diabetic patients with peripheral neuropathy, which indicates the potential clinical significance of these factors in ulceration. It is thought that further investigation of plantar shear would lead to a better understanding of ulceration pathomechanics, which in turn will assist researchers in developing more effective preventive devices and strategies.
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Affiliation(s)
- Metin Yavuz
- Physical Therapy, UNT Health Science Center, Fort Worth, TX 76107, USA,Corresponding Author; Metin Yavuz, DEng, UNT Health Science Center, Department of Physical Therapy, 3500 Camp Bowie Blvd, Fort Worth, TX 76107, USA, Tel: (817) 735 2984,
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McCartan BL, Rosenblum BI. Offloading of the diabetic foot: orthotic and pedorthic strategies. Clin Podiatr Med Surg 2014; 31:71-88. [PMID: 24296019 DOI: 10.1016/j.cpm.2013.09.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The diabetic foot is more susceptible than the non-diabetic foot to collapse. This frequently leads to bony prominences followed by ulceration. Offloading of areas of increased pressure is paramount to ulcer prevention and healing. Several devices and accommodations can aid practitioners in saving patients' extremities and allow them to ambulate. A team approach works best, and patient education is a must. Regular assessment and modifications are required for longevity of each device. In this article, different therapeutic options are detailed. A variety of presentations and situations are discussed and the authors' best tips for avoiding complications are offered.
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Affiliation(s)
- Brant L McCartan
- Beth Israel Deaconess Medical Center, Harvard Medical School, 185 Pilgrim Road, Baker Span 3, Boston, MA 02215, USA; Private Practice, Milwaukee Foot Specialists, 3610 Michelle Witmer Memorial Drive, Suite 110, New Berlin, WI 53151, USA.
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Ledoux WR, Shofer JB, Cowley MS, Ahroni JH, Cohen V, Boyko EJ. Diabetic foot ulcer incidence in relation to plantar pressure magnitude and measurement location. J Diabetes Complications 2013; 27:621-6. [PMID: 24012295 PMCID: PMC4227535 DOI: 10.1016/j.jdiacomp.2013.07.004] [Citation(s) in RCA: 83] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2013] [Revised: 07/11/2013] [Accepted: 07/26/2013] [Indexed: 12/12/2022]
Abstract
AIMS We prospectively examined the relationship between site-specific peak plantar pressure (PPP) and ulcer risk. Researchers have previously reported associations between diabetic foot ulcer and elevated plantar foot pressure, but the effect of location-specific pressures has not been studied. METHODS Diabetic subjects (n=591) were enrolled from a single VA hospital. Five measurements of in-shoe plantar pressure were collected using F-Scan. Pressures were measured at 8 areas: heel, lateral midfoot, medial midfoot, first metatarsal, second through fourth metatarsal, fifth metatarsal, hallux, and other toes. The relationship between incident plantar foot ulcer and PPP or pressure-time integral (PTI) was assessed using Cox regression. RESULTS During follow-up (2.4years), 47 subjects developed plantar ulcers (10 heel, 12 metatarsal, 19 hallux, 6 other). Overall mean PPP was higher for ulcer subjects (219 vs. 194kPa), but the relationship differed by site (the metatarsals with ulcers had higher pressure, while the opposite was true for the hallux and heel). A statistical analysis was not performed on the means, but hazard ratios from a Cox survival analysis were nonsignificant for PPP across all sites and when adjusted for location. However, when the metatarsals were considered separately, higher baseline PPP was significantly associated with greater ulcer risk; at other sites, this relationship was nonsignificant. Hazard ratios for all PTI data were nonsignificant. CONCLUSIONS Location must be considered when assessing the relationship between PPP and plantar ulceration.
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Affiliation(s)
- William R Ledoux
- RR&D Center of Excellence for Limb Loss Prevention and Prosthetic Engineering, VA Puget Sound Health Care System, Seattle, WA, USA; Department of Mechanical Engineering, University of Washington, Seattle, WA, USA; Department of Orthopaedics and Sports Medicine, University of Washington, Seattle, WA, USA.
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Belmont B, Wang Y, Ammanath P, Wrobel JS, Shih A. An apparatus to quantify anteroposterior and mediolateral shear reduction in shoe insoles. J Diabetes Sci Technol 2013; 7:410-9. [PMID: 23567000 PMCID: PMC3737643 DOI: 10.1177/193229681300700218] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Many of the physiological changes that lead to diabetic foot ulceration, such as muscle atrophy and skin hardening, are manifested at the foot-ground interface via pressure and shear points. Novel shear-reducing insoles have been developed, but their magnitude of shear stiffness has not yet been compared with regular insoles. The aim of this study was to develop an apparatus that would apply shear force and displacement to an insole's forefoot region, reliably measure deformation, and calculate insole shear stiffness. METHODS An apparatus consisting of suspended weights was designed to test the forefoot region of insoles. Three separate regions representing the hallux; the first and second metatarsals; and the third, fourth, and fifth metatarsals were sheared at 20 mm/min for displacements from 0.1 to 1.0 mm in both the anteroposterior and mediolateral directions for two types of insoles (regular and shear reducing). RESULTS Shear reduction was found to be significant for the intervention insoles under all testing conditions. The ratio of a regular insole's effective stiffness and the experimental insole's effective stiffness across forefoot position versus shear direction, gait instance versus shear direction, and forefoot position versus gait instance was 270% ± 79%, 270% ± 96%, and 270% ± 86%, respectively. The apparatus was reliable with an average measured coefficient of variation of 0.034 and 0.069 for the regular and shear-reducing insole, respectively. CONCLUSION An apparatus consisting of suspended weights resting atop three locations of interest sheared across an insole was demonstrated to be capable of measuring the insole shear stiffness accurately, thus quantifying shear-reducing effects of a new type of insole.
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Affiliation(s)
- Barry Belmont
- University of Michigan, 2350 Hayward St., Ann Arbor, MI 48109, USA.
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Abstract
Diabetic foot ulcers can cause considerable disability and morbidity. The complex pathology requires expert and in-depth assessment and management to achieve the best outcomes. Assessment is underpinned by attention to four key points: vascular sufficiency, neurological/sensory status, appropriateness of footwear, and presence of foot deformity. The 'shopping list' for management is derived from the assessment and requires careful planning and a multidisciplinary approach. This article outlines key first line principles and practices in assessment and management of diabetic foot ulcers, including the importance of offloading pressure and mechanical trauma to aid healing and prevent recurrence.
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Pai S, Ledoux WR. The shear mechanical properties of diabetic and non-diabetic plantar soft tissue. J Biomech 2012; 45:364-70. [PMID: 22079385 PMCID: PMC3335192 DOI: 10.1016/j.jbiomech.2011.10.021] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2011] [Revised: 10/03/2011] [Accepted: 10/05/2011] [Indexed: 10/15/2022]
Abstract
Changes in the plantar soft tissue shear properties may contribute to ulceration in diabetic patients, however, little is known about these shear parameters. This study examines the elastic and viscoelastic shear behavior of both diabetic and non-diabetic plantar tissue. Previously compression tested plantar tissue specimens (n=54) at six relevant plantar locations (hallux, first, third, and fifth metatarsal heads, lateral midfoot, and calcaneus) from four cadaveric diabetic feet and five non-diabetic feet were utilized. Per in vivo data (i.e., combined deformation patterns of compression followed by shear), an initial static compressive strain (36-38%) was applied to the tissue followed by target shear strains of 50% and 85% of initial thickness. Triangle waves were used to quantify elastic parameters at both strain levels and a stress relaxation test (0.25 s ramp and 300 s hold) was used to quantify the viscoelastic parameters at the upper strain level. Several differences were found between test groups including a 52-62% increase in peak shear stress, a 63% increase in toe shear modulus, a 47% increase in final shear modulus, and a 67% increase in middle slope magnitude (sharper drop in relaxation) in the diabetic tissue. Beyond a 54% greater peak compressive stress in the third metatarsal compared to the lateral midfoot, there were no differences in shear properties between plantar locations. Notably, this study demonstrates that plantar soft tissue with diabetes is stiffer than healthy tissue, thereby compromising its ability to dissipate shear stresses borne by the foot that may increase ulceration risk.
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Affiliation(s)
- Shruti Pai
- VA RR&D Center of Excellence for Limb Loss Prevention and Prosthetic Engineering, Seattle, WA 98108
- Department of Mechanical Engineering, University of Washington, Seattle, WA 98195
| | - William R. Ledoux
- VA RR&D Center of Excellence for Limb Loss Prevention and Prosthetic Engineering, Seattle, WA 98108
- Department of Mechanical Engineering, University of Washington, Seattle, WA 98195
- Department of Orthopaedics & Sports Medicine, University of Washington, Seattle, WA 98195
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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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Cong Y, Cheung JTM, Leung AKL, Zhang M. Effect of heel height on in-shoe localized triaxial stresses. J Biomech 2011; 44:2267-72. [PMID: 21705002 DOI: 10.1016/j.jbiomech.2011.05.036] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Revised: 04/28/2011] [Accepted: 05/26/2011] [Indexed: 12/21/2022]
Abstract
Abnormal and excessive plantar pressure and shear are potential risk factors for high-heeled related foot problems, such as forefoot pain, hallux valgus deformity and calluses. Plantar shear stresses could be of particular importance with an inclined supporting surface of high-heeled shoe. This study aimed to investigate the contact pressures and shear stresses simultaneously between plantar foot and high-heeled shoe over five major weightbearing regions: hallux, heel, first, second and fourth metatarsal heads, using in-shoe triaxial force transducers. During both standing and walking, peak pressure and shear stress shifted from the lateral to the medial forefoot as the heel height increased from 30 to 70mm. Heel height elevation had a greater influence on peak shear than peak pressure. The increase in peak shear was up to 119% during walking, which was about five times that of peak pressure. With increasing heel height, peak posterolateral shear over the hallux at midstance increased, whereas peak pressure at push-off decreased. The increased posterolateral shear could be a contributing factor to hallux deformity. It was found that there were differences in the location and time of occurrence between in-shoe peak pressure and peak shear. In addition, there were significant differences in time of occurrence for the double-peak loading pattern between the resultant horizontal ground reaction force peaks and in-shoe localized peak shears. The abnormal and drastic increase of in-shoe shear stresses might be a critical risk factor for shoe-related foot disorders. In-shoe triaxial stresses should therefore be considered to help in designing proper footwear.
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Affiliation(s)
- Yan Cong
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China
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Yavuz M, Husni E, Botek G, Davis BL. Plantar shear stress distribution in patients with rheumatoid arthritis: relevance to foot pain. J Am Podiatr Med Assoc 2010; 100:265-9. [PMID: 20660877 DOI: 10.7547/1000265] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Rheumatoid arthritis is an autoimmune disease that causes chronic, progressive joint inflammation; it commonly affects the joints of the feet. Biomechanical alterations and daily pain in the foot are the common outcomes of the disease. Earlier studies focusing on plantar pressure in such patients reported increased vertical loading along with peak pressure-pain associations. However, footwear designed according to the pressure profiles did not relieve symptoms effectively. We examined plantar shear and pressure distribution in patients with rheumatoid arthritis and compared the findings with those of controls, and we investigated a potential relationship between foot pain and local shear stresses. METHODS A custom-built platform was used to collect plantar pressure and shear stress data from nine patients with rheumatoid arthritis and 14 control participants. Seven patients reported the presence of pain under their feet. Pressure-time and shear-time integral values were also calculated. RESULTS Peak pressure, pressure-time integral, resultant shear-time integral, and mediolateral shear stress magnitudes were higher in the complication group (P < .05). An association between peak shear-time integral and maximum pain locations was observed. CONCLUSIONS Increased mediolateral shear stresses under the rheumatoid foot might be attributable to gait instability in such patients. A correlation between the locations of maximum shear-time integral and pain indicate the clinical significance of plantar shear in patients with rheumatoid arthritis.
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Affiliation(s)
- Metin Yavuz
- Basic Sciences, Ohio College of Podiatric Medicine, Independence, OH, USA
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Abstract
Amputations in patients with diabetes, while often preventable, are unfortunately a far too common outcome. The roles of the certified or licensed pedorthist, certified orthotist, and the certified prosthetist should not be undervalued in the prevention of diabetic foot complications (eg, amputations, revisions, and foot infections secondary to skin ulcerations) and in returning the patient a normal, active, and productive lifestyle in the event of an amputation. This article highlights the roles these specialists play in treating patients with partial foot amputation.
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Abstract
BACKGROUND Diabetic foot complications represent significant morbidity and precede most of the lower extremity amputations performed. Peripheral neuropathy is a frequent complication of diabetes shown to affect gait. Glycosylation of soft tissues can also affect gait. The purpose of this review article is to highlight the changes in gait for persons with diabetes and highlight the effects of glycosylation on soft tissues at the foot-ground interface. METHODS PubMed, the Cochrane Library, and EBSCOhost on-line databases were searched for articles pertaining to diabetes and gait. Bibliographies from relevant manuscripts were also searched. FINDINGS Patients with diabetes frequently exhibit a conservative gait strategy where there is slower walking speed, wider base of gait, and prolonged double support time. Glycosylation affects are observed in the lower extremities. Initially, skin thickness decreases and skin hardness increases; tendons thicken; muscles atrophy and exhibit activation delays; bones become less dense; joints have limited mobility; and fat pads are less thick, demonstrate fibrotic atrophy, migrate distally, and may be stiffer. INTERPRETATION In conclusion, there do appear to be gait changes in patients with diabetes. These changes, coupled with local soft tissue changes from advanced glycosylated end products, also alter a patient's gait, putting them at risk of foot ulceration. Better elucidation of these changes throughout the entire spectrum of diabetes disease can help design better treatments and potentially reduce the unnecessarily high prevalence of foot ulcers and amputation.
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Affiliation(s)
- James S Wrobel
- Center for Lower Extremity Ambulatory Research at Scholl College of Podiatric Medicine, Rosalind Franklin University of Medicine and Science, North Chicago, Illinois 60064, USA.
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Yavuz M, Davis BL. Plantar shear stress distribution in athletic individuals with frictional foot blisters. J Am Podiatr Med Assoc 2010; 100:116-20. [PMID: 20237363 DOI: 10.7547/1000116] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Foot blisters are common and painful nuisances in competitive sports and in military service. The pathogenesis of the problem is related to excessive frictional forces experienced on or under the foot. The incidence of foot blisters in marathon runners can reach 39%. Similarly, up to 42% of cadets in Reserve Officers' Training Corps camps might be prone to foot blisters. Although the problem usually disappears within 5 days, a single blister might be a major problem in competitive sports or in a wilderness setting. Military training and combat effectiveness might also be compromised by foot blisters. This study sought to reveal the distribution of plantar shear forces in athletic individuals and its relevance to foot blisters. METHODS Three groups of 11 participants each were studied: blister, adult control, and pediatric control. A custom-built shear and pressure platform was used to collect plantar pressure and shear data while the participants walked over the device. Data were analyzed with repeated-measures analysis of variance. RESULTS The blister group had significantly increased pressure and shear stress magnitudes compared with the other groups, although no significant group-site interaction was found. The shear-time integral values were increased approximately 50% at specific sites of the athletic feet, suggesting that contact time may play a role in blister formation. CONCLUSIONS The biomechanical interaction on the plantar surface of a blister-prone person is different from that of individuals who are less prone to the problem.
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Affiliation(s)
- Metin Yavuz
- Department of Biomedical Engineering and Orthopedic Research Center (ND20), Lerner Research Institute, Cleveland Clinic, Cleveland, OH 44195, USA
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Erdemir A, Sirimamilla PA, Halloran JP, van den Bogert AJ. An elaborate data set characterizing the mechanical response of the foot. J Biomech Eng 2009; 131:094502. [PMID: 19725699 DOI: 10.1115/1.3148474] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Mechanical properties of the foot are responsible for its normal function and play a role in various clinical problems. Specifically, we are interested in quantification of foot mechanical properties to assist the development of computational models for movement analysis and detailed simulations of tissue deformation. Current available data are specific to a foot region and the loading scenarios are limited to a single direction. A data set that incorporates regional response, to quantify individual function of foot components, as well as the overall response, to illustrate their combined operation, does not exist. Furthermore, the combined three-dimensional loading scenarios while measuring the complete three-dimensional deformation response are lacking. When combined with an anatomical image data set, development of anatomically realistic and mechanically validated models becomes possible. Therefore, the goal of this study was to record and disseminate the mechanical response of a foot specimen, supported by imaging data. Robotic testing was conducted at the rear foot, forefoot, metatarsal heads, and the foot as a whole. Complex foot deformations were induced by single mode loading, e.g., compression, and combined loading, e.g., compression and shear. Small and large indenters were used for heel and metatarsal head loading, an elevated platform was utilized to isolate the rear foot and forefoot, and a full platform compressed the whole foot. Three-dimensional tool movements and reaction loads were recorded simultaneously. Computed tomography scans of the same specimen were collected for anatomical reconstruction a priori. The three-dimensional mechanical response of the specimen was nonlinear and viscoelastic. A low stiffness region was observed starting with contact between the tool and foot regions, increasing with loading. Loading and unloading responses portrayed hysteresis. Loading range ensured capturing the toe and linear regions of the load deformation curves for the dominant loading direction, with the rates approximating those of walking. A large data set was successfully obtained to characterize the overall and the regional mechanical responses of an intact foot specimen under single and combined loads. Medical imaging complemented the mechanical testing data to establish the potential relationship between the anatomical architecture and mechanical responses and to further develop foot models that are mechanically realistic and anatomically consistent. This combined data set has been documented and disseminated in the public domain to promote future development in foot biomechanics.
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Affiliation(s)
- Ahmet Erdemir
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH 44195, USA.
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