Literature DB >> 26316629

Association Between Plantar Temperatures and Triaxial Stresses in Individuals With Diabetes.

Metin Yavuz1, Ryan W Brem2, Alan G Glaros3, Alan Garrett4, Michael Flyzik2, Lawrence Lavery5, Brian L Davis6, Henry Hilario7, Linda S Adams2.   

Abstract

Entities:  

Year:  2015        PMID: 26316629      PMCID: PMC4613915          DOI: 10.2337/dc15-1147

Source DB:  PubMed          Journal:  Diabetes Care        ISSN: 0149-5992            Impact factor:   19.112


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Diabetic foot ulcers have a biomechanical etiology related to triaxial plantar stresses (3DS) (1). Bergtholdt and Brand (2) suggested that the foot would heat up before breaking down, indicating that elevated 3DS in the diabetic foot would result in inflammation that could be monitored by thermography. The purpose of this study was to explore the hypothesized relationship between 3DS and plantar temperatures. Twenty-eight individuals with diabetes, 14 with peripheral neuropathy (DN) and 14 without (DC), walked at self-selected speeds across a custom-built plate that quantified 3DS. After 10 min of acclimation, resting barefoot temperatures were recorded using a Fluke infrared thermal camera. Linear regressions were used to reveal associations between magnitudes of 3DS and resting temperatures. Associations between locations of peak 3DS and peak temperatures were also examined. As assessed by linear regression, temperature was a statistically significant predictor of peak shear stress (PS) and shear-time integral magnitudes at the hallux. No significant association was found between peak pressure (PP) and temperature (P > 0.05). Linear regressions overall produced relatively lower R values (≤0.26). Peak temperature sites overlapped the site of PS in 71% of DC and 57% of DN participants (Fig. 1). PP location predicted the maximum temperature location in 86% of DC subjects and only 14% of DN subjects. Mean temperature for DN subjects (31.06°C ± 3.26) was significantly greater (P ≤ 0.001) than for DC subjects (28.82°C ± 3.85).
Figure 1

Resting plantar temperature (left panel) and plantar PS (right panel) profiles of a representative DN subject. Note the match between the sites of peak temperature and PS at the first metatarsal head.

Resting plantar temperature (left panel) and plantar PS (right panel) profiles of a representative DN subject. Note the match between the sites of peak temperature and PS at the first metatarsal head. The results of this study, for the first time, revealed a moderate linear association between resting plantar temperature and PS magnitudes. Despite statistical significance, lower R values indicate that temperature is not an excellent predictor of PP and PS magnitudes. In comparison, PP and PS locations were predicted more accurately by temperature. We believe the relationship between 3DS and temperature might be better described by nonlinear techniques that account for the effects of fat pad damage, autonomic neuropathy, excessive or impaired sweating, and blood flow on plantar temperatures (3). Yavuz et al. (4) demonstrated a plantar temperature increase of 5.3°C after 10 min of walking, which was strongly associated with frictional shear stresses. The thermal response of diabetic tissue to mechanical stresses may be categorized as acute and chronic. Acute response is observed right after load-bearing activity, mostly due to kinetic friction. Chronic thermal response results from prolonged exposure to repetitive stresses and is characterized by inflammation. The results of this and previous studies indicate that patients with diabetes experience both types of temperature increase. Kokate et al. (5) demonstrated that temperature can determine whether tissue will break down when subjected to constant mechanical stress. The study reported moderate muscle damage at 35°C, while no damage was seen at 25°C under the same stress/strain conditions. The damaging effects of 3DS in the diabetic foot may be due to not only strained cells and tissue but also an associated temperature increase. We believe that elevated plantar stresses warm up the diabetic foot, thereby reducing the tissue’s resistance to breakdown. Exploring 3DS along with plantar temperatures may provide invaluable insight into ulceration etiology, which will lead to improved predictive tools and preventive measures.
  5 in total

1.  Thermography: an aid in the management of insensitive feet and stumps.

Authors:  H T Bergtholdt; P W Brand
Journal:  Arch Phys Med Rehabil       Date:  1975-05       Impact factor: 3.966

2.  American Society of Biomechanics Clinical Biomechanics Award 2012: plantar shear stress distributions in diabetic patients with and without neuropathy.

Authors:  Metin Yavuz
Journal:  Clin Biomech (Bristol, Avon)       Date:  2013-11-15       Impact factor: 2.063

3.  Temperature-modulated pressure ulcers: a porcine model.

Authors:  J Y Kokate; K J Leland; A M Held; G L Hansen; G L Kveen; B A Johnson; M S Wilke; E M Sparrow; P A Iaizzo
Journal:  Arch Phys Med Rehabil       Date:  1995-07       Impact factor: 3.966

4.  Temperature as a predictive tool for plantar triaxial loading.

Authors:  Metin Yavuz; Ryan W Brem; Brian L Davis; Jalpa Patel; Abe Osbourne; Megan R Matassini; David A Wood; Irene O Nwokolo
Journal:  J Biomech       Date:  2014-10-07       Impact factor: 2.712

5.  Prediction of plantar shear stress distribution by artificial intelligence methods.

Authors:  Metin Yavuz; Hasan Ocak; Vincent J Hetherington; Brian L Davis
Journal:  J Biomech Eng       Date:  2009-09       Impact factor: 2.097

  5 in total
  7 in total

1.  Temperature- and Pressure-Regulating Insoles for Prevention of Diabetic Foot Ulcers.

Authors:  Metin Yavuz; Ali Ersen; Aakshita Monga; Lawrence A Lavery; Alan G Garrett; Yasser Salem; Gordon B Hirschman; Ryan Myers
Journal:  J Foot Ankle Surg       Date:  2020-05-06       Impact factor: 1.286

2.  Measuring Plantar Tissue Stress in People With Diabetic Peripheral Neuropathy: A Critical Concept in Diabetic Foot Management.

Authors:  Peter A Lazzarini; Ryan T Crews; Jaap J van Netten; Sicco A Bus; Malindu E Fernando; Paul J Chadwick; Bijan Najafi
Journal:  J Diabetes Sci Technol       Date:  2019-04-29

3.  Peak Plantar Shear and Pressure and Foot Ulcer Locations: A Call to Revisit Ulceration Pathomechanics.

Authors:  Metin Yavuz; Hiral Master; Alan Garrett; Lawrence A Lavery; Linda S Adams
Journal:  Diabetes Care       Date:  2015-09-14       Impact factor: 19.112

4.  Portable System for Monitoring the Microclimate in the Footwear-Foot Interface.

Authors:  José de Jesús Sandoval-Palomares; Javier Yáñez-Mendiola; Alfonso Gómez-Espinosa; José Martin López-Vela
Journal:  Sensors (Basel)       Date:  2016-07-08       Impact factor: 3.576

5.  Plantar Shear Stress in Individuals With a History of Diabetic Foot Ulcer: An Emerging Predictive Marker for Foot Ulceration.

Authors:  Metin Yavuz; Ali Ersen; Jessica Hartos; Brandy Schwarz; Alan G Garrett; Lawrence A Lavery; Dane K Wukich; Linda S Adams
Journal:  Diabetes Care       Date:  2016-11-29       Impact factor: 19.112

6.  An exploration of new methods for metabolic syndrome examination by infrared thermography and knowledge mining.

Authors:  Bao-Hong Mi; Wen-Zheng Zhang; Yong-Hua Xiao; Wen-Xue Hong; Jia-Lin Song; Jian-Feng Tu; Bi-Yao Jiang; Chen Ye; Guang-Xia Shi
Journal:  Sci Rep       Date:  2022-04-16       Impact factor: 4.996

7.  Simple model of arch support: Relevance to Charcot Neuroarthropathy.

Authors:  B L Davis; S M Tiell; G R McMillan; L P Goss; J W Crafton
Journal:  Clin Biomech (Bristol, Avon)       Date:  2021-05-29       Impact factor: 2.034

  7 in total

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