Literature DB >> 33801346

Monitoring of Dynamic Plantar Foot Temperatures in Diabetes with Personalised 3D-Printed Wearables.

Christopher Beach1, Glen Cooper2, Andrew Weightman2, Emma F Hodson-Tole3, Neil D Reeves3, Alexander J Casson1.   

Abstract

Diabetic foot ulcers (DFUs) are a life-changing complication of diabetes that can lead to amputation. There is increasing evidence that long-term management with wearables can reduce incidence and recurrence of this condition. Temperature asymmetry measurements can alert to DFU development, but measurements of dynamic information, such as rate of temperature change, are under investigated. We present a new wearable device for temperature monitoring at the foot that is personalised to account for anatomical variations at the foot. We validate this device on 13 participants with diabetes (no neuropathy) (group name D) and 12 control participants (group name C), during sitting and standing. We extract dynamic temperature parameters from four sites on each foot to compare the rate of temperature change. During sitting the time constant of temperature rise after shoe donning was significantly (p < 0.05) faster at the hallux (p = 0.032, 370.4 s (C), 279.1 s (D)) and 5th metatarsal head (p = 0.011, 481.9 s (C), 356.6 s (D)) in participants with diabetes compared to controls. No significant differences at the other sites or during standing were identified. These results suggest that temperature rise time is faster at parts of the foot in those who have developed diabetes. Elevated temperatures are known to be a risk factor of DFUs and measurement of time constants may provide information on their development. This work suggests that temperature rise time measured at the plantar surface may be an indicative biomarker for differences in soft tissue biomechanics and vascularisation during diabetes onset and progression.

Entities:  

Keywords:  3D printing; diabetes; diabetic foot; diabetic peripheral neuropathy; digital health; foot temperature monitoring; personalised medicine; prevention; telehealth; wearables

Mesh:

Year:  2021        PMID: 33801346      PMCID: PMC7958320          DOI: 10.3390/s21051717

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  41 in total

Review 1.  Microvascular changes in the diabetic foot.

Authors:  Jordan C Schramm; Thanh Dinh; Aristidis Veves
Journal:  Int J Low Extrem Wounds       Date:  2006-09       Impact factor: 2.057

2.  Lace Up for Healthy Feet: The Impact of Shoe Closure on Plantar Stress Response.

Authors:  Hadi Rahemi; David G Armstrong; Ana Enriquez; Joshua Owl; Talal K Talal; Bijan Najafi
Journal:  J Diabetes Sci Technol       Date:  2017-04-18

3.  Calculation of plantar pressure time integral, an alternative approach.

Authors:  Tom Melai; T Herman IJzerman; Nicolaas C Schaper; Ton L H de Lange; Paul J B Willems; Kenneth Meijer; Aloysius G Lieverse; Hans H C M Savelberg
Journal:  Gait Posture       Date:  2011-07-06       Impact factor: 2.840

4.  Preventing diabetic foot ulcer recurrence in high-risk patients: use of temperature monitoring as a self-assessment tool.

Authors:  Lawrence A Lavery; Kevin R Higgins; Dan R Lanctot; George P Constantinides; Ruben G Zamorano; Kyriacos A Athanasiou; David G Armstrong; C Mauli Agrawal
Journal:  Diabetes Care       Date:  2007-01       Impact factor: 19.112

5.  Innovations in plantar pressure and foot temperature measurements in diabetes.

Authors:  S A Bus
Journal:  Diabetes Metab Res Rev       Date:  2016-01       Impact factor: 4.876

6.  Home monitoring of foot skin temperatures to prevent ulceration.

Authors:  Lawrence A Lavery; Kevin R Higgins; Dan R Lanctot; George P Constantinides; Ruben G Zamorano; David G Armstrong; Kyriacos A Athanasiou; C Mauli Agrawal
Journal:  Diabetes Care       Date:  2004-11       Impact factor: 19.112

7.  A shift in priority in diabetic foot care and research: 75% of foot ulcers are preventable.

Authors:  Sicco A Bus; Jaap J van Netten
Journal:  Diabetes Metab Res Rev       Date:  2016-01       Impact factor: 4.876

Review 8.  Health Sensors, Smart Home Devices, and the Internet of Medical Things: An Opportunity for Dramatic Improvement in Care for the Lower Extremity Complications of Diabetes.

Authors:  Rami Basatneh; Bijan Najafi; David G Armstrong
Journal:  J Diabetes Sci Technol       Date:  2018-04-11

Review 9.  Leveraging smart technologies to improve the management of diabetic foot ulcers and extend ulcer-free days in remission.

Authors:  Bijan Najafi; Neil D Reeves; David G Armstrong
Journal:  Diabetes Metab Res Rev       Date:  2020-01-07       Impact factor: 4.876

10.  Review on Wearables to Monitor Foot Temperature in Diabetic Patients.

Authors:  Jesús Martín-Vaquero; Ascensión Hernández Encinas; Araceli Queiruga-Dios; Juan José Bullón; Alfonso Martínez-Nova; Jose Torreblanca González; Cristina Bullón-Carbajo
Journal:  Sensors (Basel)       Date:  2019-02-14       Impact factor: 3.576

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  1 in total

1.  Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature.

Authors:  Amith Khandakar; Sakib Mahmud; Muhammad E H Chowdhury; Mamun Bin Ibne Reaz; Serkan Kiranyaz; Zaid Bin Mahbub; Sawal Hamid Md Ali; Ahmad Ashrif A Bakar; Mohamed Arselene Ayari; Mohammed Alhatou; Mohammed Abdul-Moniem; Md Ahasan Atick Faisal
Journal:  Sensors (Basel)       Date:  2022-10-07       Impact factor: 3.847

  1 in total

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