Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control Study

Callus has been identified as a risk factor leading to severe diabetic foot ulcer; thus, it is necessary to prevent its formation. Callus formation under the first, second, and fifth metatarsal heads (MTHs) is associated with external forces (pressure and shear stress) during walking. However, the g...

Full description

Bibliographic Details
Main Authors: Ayumi Amemiya, Hiroshi Noguchi, Makoto Oe, Kimie Takehara, Yumiko Ohashi, Ryo Suzuki, Toshimasa Yamauchi, Takashi Kadowaki, Hiromi Sanada, Taketoshi Mori
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/17/4863
id doaj-a93092e8711a48bc9e77d798a2e2ff9f
record_format Article
spelling doaj-a93092e8711a48bc9e77d798a2e2ff9f2020-11-25T03:48:03ZengMDPI AGSensors1424-82202020-08-01204863486310.3390/s20174863Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control StudyAyumi Amemiya0Hiroshi Noguchi1Makoto Oe2Kimie Takehara3Yumiko Ohashi4Ryo Suzuki5Toshimasa Yamauchi6Takashi Kadowaki7Hiromi Sanada8Taketoshi Mori9Department of Nursing Physiology, Graduate School of Nursing, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba 260-8672, JapanDepartment of Smart Sensing Technology, Electrical and Information Engineering, Faculty of Engineering, Osaka City University, 3-3-138 Sugimoto Sumiyoshi-ku, Osaka 558-8585, JapanDepartment of Clinical Nursing, Faculty of Health Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Ishikawa 920-0942, JapanDepartment of Nursing, Graduate School of Medicine, Nagoya University, 1-1-20 Daiko-Minami, Higashi-ku, Nagoya City, Aichi 461-8673, JapanDepartment of Nursing, The University of Tokyo Hospital, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8655, JapanDepartment of Diabetes Endocrinology and Metabolism, Tokyo Medical University, 6-1-1 Shinjuku, Shinjuku-ku, Tokyo 160-8402, JapanDepartment of Diabetes and Metabolic Diseases, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, JapanDepartment of Diabetes and Metabolic Diseases, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, JapanDepartment of Gerontological Nursing/Wound Care Management, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, JapanNext Generation Artificial Intelligence Research Center, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, JapanCallus has been identified as a risk factor leading to severe diabetic foot ulcer; thus, it is necessary to prevent its formation. Callus formation under the first, second, and fifth metatarsal heads (MTHs) is associated with external forces (pressure and shear stress) during walking. However, the gait factors increasing the external forces remain undetermined. Thus, this study aims to identify the factors increasing the external forces to prevent callus formation. In 59 patients with diabetic neuropathy wearing their usual shoes, the external forces, and the lower extremity joint angles were measured using MEMS force sensors and motion sensors. The external forces and their relationship with the lower extremity joint angles and footwear size were determined. Risk factors causing high external forces on the first MTH included small flexion of the knee joint (<i>p</i> = 0.015) and large ankle pronation motion (<i>p</i> = 0.034) to obtain propulsion. For the second MTH, wearing excessively long footwear was identified (<i>p</i> = 0.026). For the fifth MTH, high external force was related to tight width footwear (<i>p</i> = 0.005). An effective intervention for preventing callus formation for the first MTH would involve assisting the push-off foot motion using rocker-sole footwear or gait training. For the second and fifth MTHs, wearing appropriate size footwear would be effective.https://www.mdpi.com/1424-8220/20/17/4863diabetic footdiabetic neuropathiesfootfootwear characteristicslower extremity joint anglesshear stress
collection DOAJ
language English
format Article
sources DOAJ
author Ayumi Amemiya
Hiroshi Noguchi
Makoto Oe
Kimie Takehara
Yumiko Ohashi
Ryo Suzuki
Toshimasa Yamauchi
Takashi Kadowaki
Hiromi Sanada
Taketoshi Mori
spellingShingle Ayumi Amemiya
Hiroshi Noguchi
Makoto Oe
Kimie Takehara
Yumiko Ohashi
Ryo Suzuki
Toshimasa Yamauchi
Takashi Kadowaki
Hiromi Sanada
Taketoshi Mori
Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control Study
Sensors
diabetic foot
diabetic neuropathies
foot
footwear characteristics
lower extremity joint angles
shear stress
author_facet Ayumi Amemiya
Hiroshi Noguchi
Makoto Oe
Kimie Takehara
Yumiko Ohashi
Ryo Suzuki
Toshimasa Yamauchi
Takashi Kadowaki
Hiromi Sanada
Taketoshi Mori
author_sort Ayumi Amemiya
title Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control Study
title_short Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control Study
title_full Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control Study
title_fullStr Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control Study
title_full_unstemmed Factors Associated with Callus Formation in the Plantar Region through Gait Measurement in Patients with Diabetic Neuropathy: An Observational Case-Control Study
title_sort factors associated with callus formation in the plantar region through gait measurement in patients with diabetic neuropathy: an observational case-control study
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-08-01
description Callus has been identified as a risk factor leading to severe diabetic foot ulcer; thus, it is necessary to prevent its formation. Callus formation under the first, second, and fifth metatarsal heads (MTHs) is associated with external forces (pressure and shear stress) during walking. However, the gait factors increasing the external forces remain undetermined. Thus, this study aims to identify the factors increasing the external forces to prevent callus formation. In 59 patients with diabetic neuropathy wearing their usual shoes, the external forces, and the lower extremity joint angles were measured using MEMS force sensors and motion sensors. The external forces and their relationship with the lower extremity joint angles and footwear size were determined. Risk factors causing high external forces on the first MTH included small flexion of the knee joint (<i>p</i> = 0.015) and large ankle pronation motion (<i>p</i> = 0.034) to obtain propulsion. For the second MTH, wearing excessively long footwear was identified (<i>p</i> = 0.026). For the fifth MTH, high external force was related to tight width footwear (<i>p</i> = 0.005). An effective intervention for preventing callus formation for the first MTH would involve assisting the push-off foot motion using rocker-sole footwear or gait training. For the second and fifth MTHs, wearing appropriate size footwear would be effective.
topic diabetic foot
diabetic neuropathies
foot
footwear characteristics
lower extremity joint angles
shear stress
url https://www.mdpi.com/1424-8220/20/17/4863
work_keys_str_mv AT ayumiamemiya factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT hiroshinoguchi factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT makotooe factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT kimietakehara factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT yumikoohashi factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT ryosuzuki factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT toshimasayamauchi factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT takashikadowaki factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT hiromisanada factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
AT taketoshimori factorsassociatedwithcallusformationintheplantarregionthroughgaitmeasurementinpatientswithdiabeticneuropathyanobservationalcasecontrolstudy
_version_ 1724500482778464256