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Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease
BACKGROUND: Deep brain stimulation (DBS) is a well-established treatment option for select patients with Parkinson’s Disease (PD). However, response to DBS varies, therefore, the ability to predict who will have better outcomes can aid patient selection. Some PD-related monogenic mutations have been...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071605/ https://www.ncbi.nlm.nih.gov/pubmed/37016359 http://dx.doi.org/10.1186/s12883-023-03188-5 |
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author | Yoon, Esther Ahmed, Sarah Li, Ryan Bandres-Ciga, Sara Blauwendraat, Cornelis Dustin, Irene Scholz, Sonja Hallett, Mark Ehrlich, Debra |
author_facet | Yoon, Esther Ahmed, Sarah Li, Ryan Bandres-Ciga, Sara Blauwendraat, Cornelis Dustin, Irene Scholz, Sonja Hallett, Mark Ehrlich, Debra |
author_sort | Yoon, Esther |
collection | PubMed |
description | BACKGROUND: Deep brain stimulation (DBS) is a well-established treatment option for select patients with Parkinson’s Disease (PD). However, response to DBS varies, therefore, the ability to predict who will have better outcomes can aid patient selection. Some PD-related monogenic mutations have been reported among factors that influence response to DBS. However, monogenic disease accounts for only a minority of patients with PD. The polygenic risk score (PRS) is an indication of cumulative genetic risk for disease. The PRS in PD has also been correlated with age of onset and symptom progression, but it is unknown whether correlations exist between PRS and DBS response. Here, we performed a pilot study to look for any such correlation. METHODS: We performed a retrospective analysis of 33 PD patients from the NIH PD Clinic and 13 patients from the Parkinson’s Progression Markers Initiative database who had genetic testing and underwent bilateral subthalamic nucleus DBS surgery and clinical follow-up. A PD-specific PRS was calculated for all 46 patients based on the 90 susceptibility variants identified in the latest PD genome-wide association study. We tested associations between PRS and pre- and post-surgery motor and cognitive measures using multiple regression analysis for up to two years after surgery. RESULTS: Changes in scores on the Beck Depression Inventory (BDI) were not correlated with PRS when derived from all susceptibility variants, however, when removing pathogenic and high-risk carriers from the calculation, higher PRS was significantly associated with greater reduction in BDI score at 3 months and with similar trend 24 months after DBS. PRS was not a significant predictor of Unified Parkinson’s Disease Rating Scale, Dementia Rating Scale, or phenomic and semantic fluency outcomes at 3- and 24-months after DBS surgery. CONCLUSIONS: This exploratory study suggests that PRS may predict degree of improvement in depressive symptoms after DBS, though was not predictive of motor and other cognitive outcomes after DBS. Additionally, PRS may be most relevant in predicting DBS outcomes in patients lacking pathogenic or high-risk PD variants. However, this was a small preliminary study and response to DBS treatment is multifactorial, therefore, more standardized high-powered studies are needed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-023-03188-5. |
format | Online Article Text |
id | pubmed-10071605 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100716052023-04-05 Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease Yoon, Esther Ahmed, Sarah Li, Ryan Bandres-Ciga, Sara Blauwendraat, Cornelis Dustin, Irene Scholz, Sonja Hallett, Mark Ehrlich, Debra BMC Neurol Research Article BACKGROUND: Deep brain stimulation (DBS) is a well-established treatment option for select patients with Parkinson’s Disease (PD). However, response to DBS varies, therefore, the ability to predict who will have better outcomes can aid patient selection. Some PD-related monogenic mutations have been reported among factors that influence response to DBS. However, monogenic disease accounts for only a minority of patients with PD. The polygenic risk score (PRS) is an indication of cumulative genetic risk for disease. The PRS in PD has also been correlated with age of onset and symptom progression, but it is unknown whether correlations exist between PRS and DBS response. Here, we performed a pilot study to look for any such correlation. METHODS: We performed a retrospective analysis of 33 PD patients from the NIH PD Clinic and 13 patients from the Parkinson’s Progression Markers Initiative database who had genetic testing and underwent bilateral subthalamic nucleus DBS surgery and clinical follow-up. A PD-specific PRS was calculated for all 46 patients based on the 90 susceptibility variants identified in the latest PD genome-wide association study. We tested associations between PRS and pre- and post-surgery motor and cognitive measures using multiple regression analysis for up to two years after surgery. RESULTS: Changes in scores on the Beck Depression Inventory (BDI) were not correlated with PRS when derived from all susceptibility variants, however, when removing pathogenic and high-risk carriers from the calculation, higher PRS was significantly associated with greater reduction in BDI score at 3 months and with similar trend 24 months after DBS. PRS was not a significant predictor of Unified Parkinson’s Disease Rating Scale, Dementia Rating Scale, or phenomic and semantic fluency outcomes at 3- and 24-months after DBS surgery. CONCLUSIONS: This exploratory study suggests that PRS may predict degree of improvement in depressive symptoms after DBS, though was not predictive of motor and other cognitive outcomes after DBS. Additionally, PRS may be most relevant in predicting DBS outcomes in patients lacking pathogenic or high-risk PD variants. However, this was a small preliminary study and response to DBS treatment is multifactorial, therefore, more standardized high-powered studies are needed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12883-023-03188-5. BioMed Central 2023-04-04 /pmc/articles/PMC10071605/ /pubmed/37016359 http://dx.doi.org/10.1186/s12883-023-03188-5 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Article Yoon, Esther Ahmed, Sarah Li, Ryan Bandres-Ciga, Sara Blauwendraat, Cornelis Dustin, Irene Scholz, Sonja Hallett, Mark Ehrlich, Debra Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease |
title | Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease |
title_full | Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease |
title_fullStr | Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease |
title_full_unstemmed | Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease |
title_short | Association of polygenic risk score with response to deep brain stimulation in Parkinson’s disease |
title_sort | association of polygenic risk score with response to deep brain stimulation in parkinson’s disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071605/ https://www.ncbi.nlm.nih.gov/pubmed/37016359 http://dx.doi.org/10.1186/s12883-023-03188-5 |
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