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Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study
Over 30 million people in the United States (over 9%) have been diagnosed with diabetes. About 25% of people with diabetes will experience a diabetic foot ulcer (DFU) in their lifetime. Unresolved DFUs may lead to sepsis and are the leading cause of lower-limb amputations. DFU rates can be reduced b...
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Published in: | Journal of medical Internet research 2018-12, Vol.20 (12), p.e12460-e12460 |
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description | Over 30 million people in the United States (over 9%) have been diagnosed with diabetes. About 25% of people with diabetes will experience a diabetic foot ulcer (DFU) in their lifetime. Unresolved DFUs may lead to sepsis and are the leading cause of lower-limb amputations. DFU rates can be reduced by screening patients with diabetes to enable risk-based interventions. Skin temperature assessment has been shown to reduce the risk of foot ulceration. While several tools have been developed to measure plantar temperatures, they only measure temperature once a day or are designed for clinic use only. In this report, wireless sensor-embedded socks designed for daily wear are introduced, which perform continuous temperature monitoring of the feet of persons with diabetes in the home environment. Combined with a mobile app, this wearable device informs the wearer about temperature increases in one foot relative to the other, to facilitate early detection of ulcers and timely intervention.
A pilot study was conducted to assess the accuracy of sensors used in daily wear socks, obtain user feedback on how comfortable sensor-embedded socks were for home use, and examine whether observed temperatures correlated with clinical observations.
Temperature accuracy of sensors was assessed both prior to incorporation in the socks, as well as in the completed design. The measured temperatures were compared to the reference standard, a high-precision thermostatic water bath in the range 20°C-40°C. A total of 35 patients, 18 years of age and older, with diabetic peripheral neuropathy were enrolled in a single-site study conducted under an Institutional Review Board-approved protocol. This study evaluated the usability of the sensor-embedded socks and correlated the observed temperatures with clinical findings.
The temperatures measured by the stand-alone sensors were within 0.2°C of the reference standard. In the sensor-embedded socks, across multiple measurements for each of the six sensors, a high agreement (R
=1) between temperatures measured and the reference standard was observed. Patients reported that the socks were easy to use and comfortable, ranking them at a median score of 9 or 10 for comfort and ease of use on a 10-point scale. Case studies are presented showing that the temperature differences observed between the feet were consistent with clinical observations.
We report the first use of wireless continuous temperature monitoring for daily wear and home use in pa |
doi_str_mv | 10.2196/12460 |
format | article |
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A pilot study was conducted to assess the accuracy of sensors used in daily wear socks, obtain user feedback on how comfortable sensor-embedded socks were for home use, and examine whether observed temperatures correlated with clinical observations.
Temperature accuracy of sensors was assessed both prior to incorporation in the socks, as well as in the completed design. The measured temperatures were compared to the reference standard, a high-precision thermostatic water bath in the range 20°C-40°C. A total of 35 patients, 18 years of age and older, with diabetic peripheral neuropathy were enrolled in a single-site study conducted under an Institutional Review Board-approved protocol. This study evaluated the usability of the sensor-embedded socks and correlated the observed temperatures with clinical findings.
The temperatures measured by the stand-alone sensors were within 0.2°C of the reference standard. In the sensor-embedded socks, across multiple measurements for each of the six sensors, a high agreement (R
=1) between temperatures measured and the reference standard was observed. Patients reported that the socks were easy to use and comfortable, ranking them at a median score of 9 or 10 for comfort and ease of use on a 10-point scale. Case studies are presented showing that the temperature differences observed between the feet were consistent with clinical observations.
We report the first use of wireless continuous temperature monitoring for daily wear and home use in patients with diabetes and neuropathy. The wearers found the socks to be no different from standard socks. The temperature studies conducted show that the sensors used in the socks are reliable and accurate at detecting temperature and the findings matched clinical observations. Continuous temperature monitoring is a promising approach as an early warning system for foot ulcers, Charcot foot, and reulceration.</description><identifier>ISSN: 1438-8871</identifier><identifier>ISSN: 1439-4456</identifier><identifier>EISSN: 1438-8871</identifier><identifier>DOI: 10.2196/12460</identifier><identifier>PMID: 30559091</identifier><language>eng</language><publisher>Canada: Journal of Medical Internet Research</publisher><subject>Adolescent ; Adult ; Amputation ; Body temperature ; Care and treatment ; Case studies ; Cellular telephones ; Clinical skills ; Diabetes ; Diabetic foot ; Diabetic Foot - pathology ; Diabetic Foot - therapy ; Diabetics ; Emergency communications systems ; Expenditures ; Feet ; Female ; Foot - blood supply ; Foot diseases ; Fractures ; Health aspects ; Health care policy ; Home environment ; Humans ; Intervention ; Leg ulcers ; Male ; Medical research ; Medical screening ; Medicine, Experimental ; Observation ; Observational studies ; Original Paper ; Peripheral neuropathy ; Pilot Projects ; Review boards ; Risk assessment ; Risk reduction ; Sensors ; Sepsis ; Skin Temperature ; Type 2 diabetes ; Ulcers ; Usability ; Young Adult</subject><ispartof>Journal of medical Internet research, 2018-12, Vol.20 (12), p.e12460-e12460</ispartof><rights>Alexander M Reyzelman, Kristopher Koelewyn, Maryam Murphy, Xuening Shen, E Yu, Raji Pillai, Jie Fu, Henk Jan Scholten, Ran Ma. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 17.12.2018.</rights><rights>COPYRIGHT 2018 Journal of Medical Internet Research</rights><rights>2018. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Alexander M Reyzelman, Kristopher Koelewyn, Maryam Murphy, Xuening Shen, E Yu, Raji Pillai, Jie Fu, Henk Jan Scholten, Ran Ma. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 17.12.2018. 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c492t-63ea1d5f7abd2c27ea4507c247325445c2594a15776fe2d60c4a85c7f96931fd3</citedby><cites>FETCH-LOGICAL-c492t-63ea1d5f7abd2c27ea4507c247325445c2594a15776fe2d60c4a85c7f96931fd3</cites><orcidid>0000-0002-7370-0150 ; 0000-0002-3090-0128 ; 0000-0002-0954-9951 ; 0000-0003-2202-2166 ; 0000-0003-3958-2952 ; 0000-0003-2758-1768 ; 0000-0003-2642-6184 ; 0000-0003-1230-1663 ; 0000-0002-2321-1228</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2512775186/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2512775186?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,12845,21380,21393,25752,27304,27923,27924,30998,33610,33611,33905,33906,34134,37011,37012,43732,43891,44589,74092,74280,74997</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30559091$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Reyzelman, Alexander M</creatorcontrib><creatorcontrib>Koelewyn, Kristopher</creatorcontrib><creatorcontrib>Murphy, Maryam</creatorcontrib><creatorcontrib>Shen, Xuening</creatorcontrib><creatorcontrib>Yu, E</creatorcontrib><creatorcontrib>Pillai, Raji</creatorcontrib><creatorcontrib>Fu, Jie</creatorcontrib><creatorcontrib>Scholten, Henk Jan</creatorcontrib><creatorcontrib>Ma, Ran</creatorcontrib><title>Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study</title><title>Journal of medical Internet research</title><addtitle>J Med Internet Res</addtitle><description>Over 30 million people in the United States (over 9%) have been diagnosed with diabetes. About 25% of people with diabetes will experience a diabetic foot ulcer (DFU) in their lifetime. Unresolved DFUs may lead to sepsis and are the leading cause of lower-limb amputations. DFU rates can be reduced by screening patients with diabetes to enable risk-based interventions. Skin temperature assessment has been shown to reduce the risk of foot ulceration. While several tools have been developed to measure plantar temperatures, they only measure temperature once a day or are designed for clinic use only. In this report, wireless sensor-embedded socks designed for daily wear are introduced, which perform continuous temperature monitoring of the feet of persons with diabetes in the home environment. Combined with a mobile app, this wearable device informs the wearer about temperature increases in one foot relative to the other, to facilitate early detection of ulcers and timely intervention.
A pilot study was conducted to assess the accuracy of sensors used in daily wear socks, obtain user feedback on how comfortable sensor-embedded socks were for home use, and examine whether observed temperatures correlated with clinical observations.
Temperature accuracy of sensors was assessed both prior to incorporation in the socks, as well as in the completed design. The measured temperatures were compared to the reference standard, a high-precision thermostatic water bath in the range 20°C-40°C. A total of 35 patients, 18 years of age and older, with diabetic peripheral neuropathy were enrolled in a single-site study conducted under an Institutional Review Board-approved protocol. This study evaluated the usability of the sensor-embedded socks and correlated the observed temperatures with clinical findings.
The temperatures measured by the stand-alone sensors were within 0.2°C of the reference standard. In the sensor-embedded socks, across multiple measurements for each of the six sensors, a high agreement (R
=1) between temperatures measured and the reference standard was observed. Patients reported that the socks were easy to use and comfortable, ranking them at a median score of 9 or 10 for comfort and ease of use on a 10-point scale. Case studies are presented showing that the temperature differences observed between the feet were consistent with clinical observations.
We report the first use of wireless continuous temperature monitoring for daily wear and home use in patients with diabetes and neuropathy. The wearers found the socks to be no different from standard socks. The temperature studies conducted show that the sensors used in the socks are reliable and accurate at detecting temperature and the findings matched clinical observations. Continuous temperature monitoring is a promising approach as an early warning system for foot ulcers, Charcot foot, and reulceration.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Amputation</subject><subject>Body temperature</subject><subject>Care and treatment</subject><subject>Case studies</subject><subject>Cellular telephones</subject><subject>Clinical skills</subject><subject>Diabetes</subject><subject>Diabetic foot</subject><subject>Diabetic Foot - pathology</subject><subject>Diabetic Foot - therapy</subject><subject>Diabetics</subject><subject>Emergency communications systems</subject><subject>Expenditures</subject><subject>Feet</subject><subject>Female</subject><subject>Foot - blood supply</subject><subject>Foot diseases</subject><subject>Fractures</subject><subject>Health aspects</subject><subject>Health care policy</subject><subject>Home environment</subject><subject>Humans</subject><subject>Intervention</subject><subject>Leg ulcers</subject><subject>Male</subject><subject>Medical research</subject><subject>Medical screening</subject><subject>Medicine, Experimental</subject><subject>Observation</subject><subject>Observational studies</subject><subject>Original Paper</subject><subject>Peripheral neuropathy</subject><subject>Pilot Projects</subject><subject>Review boards</subject><subject>Risk assessment</subject><subject>Risk reduction</subject><subject>Sensors</subject><subject>Sepsis</subject><subject>Skin Temperature</subject><subject>Type 2 diabetes</subject><subject>Ulcers</subject><subject>Usability</subject><subject>Young 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Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study</title><author>Reyzelman, Alexander M ; Koelewyn, Kristopher ; Murphy, Maryam ; Shen, Xuening ; Yu, E ; Pillai, Raji ; Fu, Jie ; Scholten, Henk Jan ; Ma, Ran</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c492t-63ea1d5f7abd2c27ea4507c247325445c2594a15776fe2d60c4a85c7f96931fd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Amputation</topic><topic>Body temperature</topic><topic>Care and treatment</topic><topic>Case studies</topic><topic>Cellular telephones</topic><topic>Clinical skills</topic><topic>Diabetes</topic><topic>Diabetic foot</topic><topic>Diabetic Foot - pathology</topic><topic>Diabetic Foot - therapy</topic><topic>Diabetics</topic><topic>Emergency communications 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Ran</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study</atitle><jtitle>Journal of medical Internet research</jtitle><addtitle>J Med Internet Res</addtitle><date>2018-12-17</date><risdate>2018</risdate><volume>20</volume><issue>12</issue><spage>e12460</spage><epage>e12460</epage><pages>e12460-e12460</pages><issn>1438-8871</issn><issn>1439-4456</issn><eissn>1438-8871</eissn><abstract>Over 30 million people in the United States (over 9%) have been diagnosed with diabetes. About 25% of people with diabetes will experience a diabetic foot ulcer (DFU) in their lifetime. Unresolved DFUs may lead to sepsis and are the leading cause of lower-limb amputations. DFU rates can be reduced by screening patients with diabetes to enable risk-based interventions. Skin temperature assessment has been shown to reduce the risk of foot ulceration. While several tools have been developed to measure plantar temperatures, they only measure temperature once a day or are designed for clinic use only. In this report, wireless sensor-embedded socks designed for daily wear are introduced, which perform continuous temperature monitoring of the feet of persons with diabetes in the home environment. Combined with a mobile app, this wearable device informs the wearer about temperature increases in one foot relative to the other, to facilitate early detection of ulcers and timely intervention.
A pilot study was conducted to assess the accuracy of sensors used in daily wear socks, obtain user feedback on how comfortable sensor-embedded socks were for home use, and examine whether observed temperatures correlated with clinical observations.
Temperature accuracy of sensors was assessed both prior to incorporation in the socks, as well as in the completed design. The measured temperatures were compared to the reference standard, a high-precision thermostatic water bath in the range 20°C-40°C. A total of 35 patients, 18 years of age and older, with diabetic peripheral neuropathy were enrolled in a single-site study conducted under an Institutional Review Board-approved protocol. This study evaluated the usability of the sensor-embedded socks and correlated the observed temperatures with clinical findings.
The temperatures measured by the stand-alone sensors were within 0.2°C of the reference standard. In the sensor-embedded socks, across multiple measurements for each of the six sensors, a high agreement (R
=1) between temperatures measured and the reference standard was observed. Patients reported that the socks were easy to use and comfortable, ranking them at a median score of 9 or 10 for comfort and ease of use on a 10-point scale. Case studies are presented showing that the temperature differences observed between the feet were consistent with clinical observations.
We report the first use of wireless continuous temperature monitoring for daily wear and home use in patients with diabetes and neuropathy. The wearers found the socks to be no different from standard socks. The temperature studies conducted show that the sensors used in the socks are reliable and accurate at detecting temperature and the findings matched clinical observations. Continuous temperature monitoring is a promising approach as an early warning system for foot ulcers, Charcot foot, and reulceration.</abstract><cop>Canada</cop><pub>Journal of Medical Internet Research</pub><pmid>30559091</pmid><doi>10.2196/12460</doi><orcidid>https://orcid.org/0000-0002-7370-0150</orcidid><orcidid>https://orcid.org/0000-0002-3090-0128</orcidid><orcidid>https://orcid.org/0000-0002-0954-9951</orcidid><orcidid>https://orcid.org/0000-0003-2202-2166</orcidid><orcidid>https://orcid.org/0000-0003-3958-2952</orcidid><orcidid>https://orcid.org/0000-0003-2758-1768</orcidid><orcidid>https://orcid.org/0000-0003-2642-6184</orcidid><orcidid>https://orcid.org/0000-0003-1230-1663</orcidid><orcidid>https://orcid.org/0000-0002-2321-1228</orcidid><oa>free_for_read</oa></addata></record> |
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recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6315272 |
source | Applied Social Sciences Index & Abstracts (ASSIA); Library & Information Science Abstracts (LISA); Publicly Available Content Database; Social Science Premium Collection; PubMed Central (PMC); Library & Information Science Collection |
subjects | Adolescent Adult Amputation Body temperature Care and treatment Case studies Cellular telephones Clinical skills Diabetes Diabetic foot Diabetic Foot - pathology Diabetic Foot - therapy Diabetics Emergency communications systems Expenditures Feet Female Foot - blood supply Foot diseases Fractures Health aspects Health care policy Home environment Humans Intervention Leg ulcers Male Medical research Medical screening Medicine, Experimental Observation Observational studies Original Paper Peripheral neuropathy Pilot Projects Review boards Risk assessment Risk reduction Sensors Sepsis Skin Temperature Type 2 diabetes Ulcers Usability Young Adult |
title | Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T18%3A46%3A03IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Continuous%20Temperature-Monitoring%20Socks%20for%20Home%20Use%20in%20Patients%20With%20Diabetes:%20Observational%20Study&rft.jtitle=Journal%20of%20medical%20Internet%20research&rft.au=Reyzelman,%20Alexander%20M&rft.date=2018-12-17&rft.volume=20&rft.issue=12&rft.spage=e12460&rft.epage=e12460&rft.pages=e12460-e12460&rft.issn=1438-8871&rft.eissn=1438-8871&rft_id=info:doi/10.2196/12460&rft_dat=%3Cgale_pubme%3EA769356094%3C/gale_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c492t-63ea1d5f7abd2c27ea4507c247325445c2594a15776fe2d60c4a85c7f96931fd3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2512775186&rft_id=info:pmid/30559091&rft_galeid=A769356094&rfr_iscdi=true |