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Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach
On a group level, satisfaction with botulinum neurotoxin (BoNT) treatment in neurological indications is high. However, it is well known that a relevant amount of patients may not respond as expected. The aim of this study is to evaluate the BoNT treatment outcome on an individual level using a stat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332582/ https://www.ncbi.nlm.nih.gov/pubmed/35893750 http://dx.doi.org/10.3390/toxins14080508 |
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author | Leplow, Bernd Pohl, Johannes Wöllner, Julia Weise, David |
author_facet | Leplow, Bernd Pohl, Johannes Wöllner, Julia Weise, David |
author_sort | Leplow, Bernd |
collection | PubMed |
description | On a group level, satisfaction with botulinum neurotoxin (BoNT) treatment in neurological indications is high. However, it is well known that a relevant amount of patients may not respond as expected. The aim of this study is to evaluate the BoNT treatment outcome on an individual level using a statistical single-case analysis as an adjunct to traditional group statistics. The course of the daily perceived severity of symptoms across a BoNT cycle was analyzed in 20 cervical dystonia (CD) and 15 hemifacial spasm (HFS) patients. A parametric single-case autoregressive integrated moving average (ARIMA) time series analysis was used to detect individual responsiveness to BoNT treatment. Overall, both CD and HFS patients significantly responded to BoNT treatment with a gradual worsening of symptom intensities towards BoNT reinjection. However, only 8/20 CD patients (40%) and 5/15 HFS patients (33.3%) displayed the expected U-shaped curve of BoNT efficacy across a single treatment cycle. CD (but not HFS) patients who followed the expected outcome course had longer BoNT injection intervals, showed a better match to objective symptom assessments, and were characterized by a stronger certainty to control their somatic symptoms (i.e., internal medical locus of control). In addition to standard evaluation procedures, patients should be identified who do not follow the mean course-of-treatment effect. Thus, the ARIMA single-case time series analysis seems to be an appropriate addition to clinical treatment studies in order to detect individual courses of subjective symptom intensities. |
format | Online Article Text |
id | pubmed-9332582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93325822022-07-29 Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach Leplow, Bernd Pohl, Johannes Wöllner, Julia Weise, David Toxins (Basel) Article On a group level, satisfaction with botulinum neurotoxin (BoNT) treatment in neurological indications is high. However, it is well known that a relevant amount of patients may not respond as expected. The aim of this study is to evaluate the BoNT treatment outcome on an individual level using a statistical single-case analysis as an adjunct to traditional group statistics. The course of the daily perceived severity of symptoms across a BoNT cycle was analyzed in 20 cervical dystonia (CD) and 15 hemifacial spasm (HFS) patients. A parametric single-case autoregressive integrated moving average (ARIMA) time series analysis was used to detect individual responsiveness to BoNT treatment. Overall, both CD and HFS patients significantly responded to BoNT treatment with a gradual worsening of symptom intensities towards BoNT reinjection. However, only 8/20 CD patients (40%) and 5/15 HFS patients (33.3%) displayed the expected U-shaped curve of BoNT efficacy across a single treatment cycle. CD (but not HFS) patients who followed the expected outcome course had longer BoNT injection intervals, showed a better match to objective symptom assessments, and were characterized by a stronger certainty to control their somatic symptoms (i.e., internal medical locus of control). In addition to standard evaluation procedures, patients should be identified who do not follow the mean course-of-treatment effect. Thus, the ARIMA single-case time series analysis seems to be an appropriate addition to clinical treatment studies in order to detect individual courses of subjective symptom intensities. MDPI 2022-07-24 /pmc/articles/PMC9332582/ /pubmed/35893750 http://dx.doi.org/10.3390/toxins14080508 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Leplow, Bernd Pohl, Johannes Wöllner, Julia Weise, David Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach |
title | Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach |
title_full | Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach |
title_fullStr | Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach |
title_full_unstemmed | Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach |
title_short | Individual Response to Botulinum Toxin Therapy in Movement Disorders: A Time Series Analysis Approach |
title_sort | individual response to botulinum toxin therapy in movement disorders: a time series analysis approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9332582/ https://www.ncbi.nlm.nih.gov/pubmed/35893750 http://dx.doi.org/10.3390/toxins14080508 |
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