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Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot

BACKGROUND: Measurements of plantar loading reveal foot-to-floor interaction during activity, but information on bone architecture cannot be derived. Recently, cone-beam computer tomography (CBCT) has given visual access to skeletal structures in weight-bearing. The combination of the two measures h...

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Autores principales: Belvedere, Claudio, Giacomozzi, Claudia, Carrara, Claudio, Lullini, Giada, Caravaggi, Paolo, Berti, Lisa, Marchesini, Giulio, Baccolini, Luca, Durante, Stefano, Leardini, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597032/
https://www.ncbi.nlm.nih.gov/pubmed/33126903
http://dx.doi.org/10.1186/s13047-020-00431-x
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author Belvedere, Claudio
Giacomozzi, Claudia
Carrara, Claudio
Lullini, Giada
Caravaggi, Paolo
Berti, Lisa
Marchesini, Giulio
Baccolini, Luca
Durante, Stefano
Leardini, Alberto
author_facet Belvedere, Claudio
Giacomozzi, Claudia
Carrara, Claudio
Lullini, Giada
Caravaggi, Paolo
Berti, Lisa
Marchesini, Giulio
Baccolini, Luca
Durante, Stefano
Leardini, Alberto
author_sort Belvedere, Claudio
collection PubMed
description BACKGROUND: Measurements of plantar loading reveal foot-to-floor interaction during activity, but information on bone architecture cannot be derived. Recently, cone-beam computer tomography (CBCT) has given visual access to skeletal structures in weight-bearing. The combination of the two measures has the potential to improve clinical understanding and prevention of diabetic foot ulcers. This study explores the correlations between static 3D bone alignment and dynamic plantar loading. METHODS: Sixteen patients with diabetes were enrolled (group ALL): 15 type 1 with (N, 7) and without (D, 8) diabetic neuropathy, and 1 with latent autoimmune diabetes. CBCT foot scans were taken in single-leg upright posture. 3D bone models were obtained by image segmentation and aligned in a foot anatomical reference frame. Absolute inclination and relative orientation angles and heights of the bones were calculated. Pressure patterns were also acquired during barefoot level walking at self-selected speed, from which regional peak pressure and absolute and normalised pressure-time integral were worked out at hallux and at first, central and fifth metatarsals (LOAD variables) as averaged over five trials. Correlations with 3D alignments were searched also with arch index, contact time, age, BMI, years of disease and a neuropathy-related variable. RESULTS: Lateral and 3D angles showed the highest percentage of significant (p < 0.05) correlations with LOAD. These were weak-to-moderate in the ALL group, moderate-to-strong in N and D. LOAD under the central metatarsals showed moderate-to-strong correlation with plantarflexion of the 2nd and 3rd phalanxes in ALL and N. LOAD at the hallux increased with plantarflexion at the 3rd phalanx in ALL, at 1st phalanx in N and at 5th phalanx in D. Arch index correlated with 1st phalanx plantarflexion in ALL and D; contact time showed strong correlation with 2nd and 3rd metatarsals and with 4th phalanx dorsiflexion in D. CONCLUSION: These preliminary original measures reveal that alteration of plantar dynamic loading patterns can be accounted for peculiar structural changes of foot bones. Load under the central metatarsal heads were correlated more with inclination of the corresponding phalanxes than metatarsals. Further analyses shall detect to which extent variables play a role in the many group-specific correlations.
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spelling pubmed-75970322020-11-02 Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot Belvedere, Claudio Giacomozzi, Claudia Carrara, Claudio Lullini, Giada Caravaggi, Paolo Berti, Lisa Marchesini, Giulio Baccolini, Luca Durante, Stefano Leardini, Alberto J Foot Ankle Res Research BACKGROUND: Measurements of plantar loading reveal foot-to-floor interaction during activity, but information on bone architecture cannot be derived. Recently, cone-beam computer tomography (CBCT) has given visual access to skeletal structures in weight-bearing. The combination of the two measures has the potential to improve clinical understanding and prevention of diabetic foot ulcers. This study explores the correlations between static 3D bone alignment and dynamic plantar loading. METHODS: Sixteen patients with diabetes were enrolled (group ALL): 15 type 1 with (N, 7) and without (D, 8) diabetic neuropathy, and 1 with latent autoimmune diabetes. CBCT foot scans were taken in single-leg upright posture. 3D bone models were obtained by image segmentation and aligned in a foot anatomical reference frame. Absolute inclination and relative orientation angles and heights of the bones were calculated. Pressure patterns were also acquired during barefoot level walking at self-selected speed, from which regional peak pressure and absolute and normalised pressure-time integral were worked out at hallux and at first, central and fifth metatarsals (LOAD variables) as averaged over five trials. Correlations with 3D alignments were searched also with arch index, contact time, age, BMI, years of disease and a neuropathy-related variable. RESULTS: Lateral and 3D angles showed the highest percentage of significant (p < 0.05) correlations with LOAD. These were weak-to-moderate in the ALL group, moderate-to-strong in N and D. LOAD under the central metatarsals showed moderate-to-strong correlation with plantarflexion of the 2nd and 3rd phalanxes in ALL and N. LOAD at the hallux increased with plantarflexion at the 3rd phalanx in ALL, at 1st phalanx in N and at 5th phalanx in D. Arch index correlated with 1st phalanx plantarflexion in ALL and D; contact time showed strong correlation with 2nd and 3rd metatarsals and with 4th phalanx dorsiflexion in D. CONCLUSION: These preliminary original measures reveal that alteration of plantar dynamic loading patterns can be accounted for peculiar structural changes of foot bones. Load under the central metatarsal heads were correlated more with inclination of the corresponding phalanxes than metatarsals. Further analyses shall detect to which extent variables play a role in the many group-specific correlations. BioMed Central 2020-10-30 /pmc/articles/PMC7597032/ /pubmed/33126903 http://dx.doi.org/10.1186/s13047-020-00431-x Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Belvedere, Claudio
Giacomozzi, Claudia
Carrara, Claudio
Lullini, Giada
Caravaggi, Paolo
Berti, Lisa
Marchesini, Giulio
Baccolini, Luca
Durante, Stefano
Leardini, Alberto
Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot
title Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot
title_full Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot
title_fullStr Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot
title_full_unstemmed Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot
title_short Correlations between weight-bearing 3D bone architecture and dynamic plantar pressure measurements in the diabetic foot
title_sort correlations between weight-bearing 3d bone architecture and dynamic plantar pressure measurements in the diabetic foot
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597032/
https://www.ncbi.nlm.nih.gov/pubmed/33126903
http://dx.doi.org/10.1186/s13047-020-00431-x
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