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Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster
OBJECTIVE: To analyze the influencing factors of motor dysfunction in patients with limb herpes zoster and to construct a nomogram to predict the risk of this complication. METHODS: A total of 213 patients with limb herpes zoster in the First Hospital of Jiaxing from January 2015 to June 2020 were e...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827162/ https://www.ncbi.nlm.nih.gov/pubmed/35153514 http://dx.doi.org/10.2147/JPR.S346564 |
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author | Tang, Jiayi Tao, Jiachun Luo, Ge Zhu, Jianjun Yao, Ming |
author_facet | Tang, Jiayi Tao, Jiachun Luo, Ge Zhu, Jianjun Yao, Ming |
author_sort | Tang, Jiayi |
collection | PubMed |
description | OBJECTIVE: To analyze the influencing factors of motor dysfunction in patients with limb herpes zoster and to construct a nomogram to predict the risk of this complication. METHODS: A total of 213 patients with limb herpes zoster in the First Hospital of Jiaxing from January 2015 to June 2020 were enrolled. The muscle strength of the affected limb was evaluated by the Medical Research Council (MRC) score. The muscle strength of the affected limb was less than grade 5, and lower than that of the contralateral limb (normal side) was defined as motor dysfunction. Univariate and multivariate logistic regression analyses were used to determine the influencing factors of motor dysfunction in patients with limb herpes zoster. The nomogram of the risk of motor dysfunction was drawn by R software. Discrimination and calibration of the prediction model were assessed by using the C-index and calibration plot. Internal validation was assessed by using bootstrapping validation. RESULTS: There were 58 cases in the motor dysfunction group and 155 cases in the nonmotor dysfunction group, and univariate analysis showed that the location of involvement (OR = 4.095, 95% CI: 2.097–8.466, P = 0.017), whether or not diseases were combined (OR = 0.520, 95% CI: 0.281–0.959, P = 0.036) and the number of affected centrums (OR = 0.336, 95% CI: 0.177–0.632, P = 0.001) were associated with the occurrence of motor dysfunction in patients with limb herpes zoster. Multivariate logistic regression analysis showed that upper limb involvement (OR = 3.811, 95% CI: 1.829–8.387, P = 0.001), noncombined diseases (OR = 0.493, 95% CI: 0.249–0.969, P = 0.041) and the number of affected centrums ≤3 (OR = 0.439, 95% CI: 0.218–0.881, P = 0.020) were independent influencing factors of this complication. The prediction model displayed good discrimination with a C-index of 0.72 and good calibration. A high C-index value of 0.71 could still be reached in the interval validation. CONCLUSION: This study used the clinical data available to establish a nomogram model for motor dysfunction of limb herpes zoster and found that motor dysfunction is more likely to occur in patient who meets upper limb involvement, combined diseases and the number of affected centrums >3. This kind of high-risk group should be intervened as soon as possible. |
format | Online Article Text |
id | pubmed-8827162 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-88271622022-02-11 Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster Tang, Jiayi Tao, Jiachun Luo, Ge Zhu, Jianjun Yao, Ming J Pain Res Original Research OBJECTIVE: To analyze the influencing factors of motor dysfunction in patients with limb herpes zoster and to construct a nomogram to predict the risk of this complication. METHODS: A total of 213 patients with limb herpes zoster in the First Hospital of Jiaxing from January 2015 to June 2020 were enrolled. The muscle strength of the affected limb was evaluated by the Medical Research Council (MRC) score. The muscle strength of the affected limb was less than grade 5, and lower than that of the contralateral limb (normal side) was defined as motor dysfunction. Univariate and multivariate logistic regression analyses were used to determine the influencing factors of motor dysfunction in patients with limb herpes zoster. The nomogram of the risk of motor dysfunction was drawn by R software. Discrimination and calibration of the prediction model were assessed by using the C-index and calibration plot. Internal validation was assessed by using bootstrapping validation. RESULTS: There were 58 cases in the motor dysfunction group and 155 cases in the nonmotor dysfunction group, and univariate analysis showed that the location of involvement (OR = 4.095, 95% CI: 2.097–8.466, P = 0.017), whether or not diseases were combined (OR = 0.520, 95% CI: 0.281–0.959, P = 0.036) and the number of affected centrums (OR = 0.336, 95% CI: 0.177–0.632, P = 0.001) were associated with the occurrence of motor dysfunction in patients with limb herpes zoster. Multivariate logistic regression analysis showed that upper limb involvement (OR = 3.811, 95% CI: 1.829–8.387, P = 0.001), noncombined diseases (OR = 0.493, 95% CI: 0.249–0.969, P = 0.041) and the number of affected centrums ≤3 (OR = 0.439, 95% CI: 0.218–0.881, P = 0.020) were independent influencing factors of this complication. The prediction model displayed good discrimination with a C-index of 0.72 and good calibration. A high C-index value of 0.71 could still be reached in the interval validation. CONCLUSION: This study used the clinical data available to establish a nomogram model for motor dysfunction of limb herpes zoster and found that motor dysfunction is more likely to occur in patient who meets upper limb involvement, combined diseases and the number of affected centrums >3. This kind of high-risk group should be intervened as soon as possible. Dove 2022-02-05 /pmc/articles/PMC8827162/ /pubmed/35153514 http://dx.doi.org/10.2147/JPR.S346564 Text en © 2022 Tang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Tang, Jiayi Tao, Jiachun Luo, Ge Zhu, Jianjun Yao, Ming Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster |
title | Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster |
title_full | Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster |
title_fullStr | Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster |
title_full_unstemmed | Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster |
title_short | Analysis of Risk Factors and Construction of a Prediction Model of Motor Dysfunction Caused by Limb Herpes Zoster |
title_sort | analysis of risk factors and construction of a prediction model of motor dysfunction caused by limb herpes zoster |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8827162/ https://www.ncbi.nlm.nih.gov/pubmed/35153514 http://dx.doi.org/10.2147/JPR.S346564 |
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