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Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood
BACKGROUND: Myotonic dystrophy type 1 (DM1) is an incurable multisystem disease caused by a CTG-repeat expansion in the DM1 protein kinase (DMPK) gene. The OPTIMISTIC clinical trial demonstrated positive and heterogenous effects of cognitive behavioral therapy (CBT) on the capacity for activity and...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646470/ https://www.ncbi.nlm.nih.gov/pubmed/36352383 http://dx.doi.org/10.1186/s12916-022-02591-y |
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author | van Cruchten, Remco T. P. van As, Daniël Glennon, Jeffrey C. van Engelen, Baziel G. M. ‘t Hoen, Peter A. C. |
author_facet | van Cruchten, Remco T. P. van As, Daniël Glennon, Jeffrey C. van Engelen, Baziel G. M. ‘t Hoen, Peter A. C. |
author_sort | van Cruchten, Remco T. P. |
collection | PubMed |
description | BACKGROUND: Myotonic dystrophy type 1 (DM1) is an incurable multisystem disease caused by a CTG-repeat expansion in the DM1 protein kinase (DMPK) gene. The OPTIMISTIC clinical trial demonstrated positive and heterogenous effects of cognitive behavioral therapy (CBT) on the capacity for activity and social participations in DM1 patients. Through a process of reverse engineering, this study aims to identify druggable molecular biomarkers associated with the clinical improvement in the OPTIMISTIC cohort. METHODS: Based on full blood samples collected during OPTIMISTIC, we performed paired mRNA sequencing for 27 patients before and after the CBT intervention. Linear mixed effect models were used to identify biomarkers associated with the disease-causing CTG expansion and the mean clinical improvement across all clinical outcome measures. RESULTS: We identified 608 genes for which their expression was significantly associated with the CTG-repeat expansion, as well as 1176 genes significantly associated with the average clinical response towards the intervention. Remarkably, all 97 genes associated with both returned to more normal levels in patients who benefited the most from CBT. This main finding has been replicated based on an external dataset of mRNA data of DM1 patients and controls, singling these genes out as candidate biomarkers for therapy response. Among these candidate genes were DNAJB12, HDAC5, and TRIM8, each belonging to a protein family that is being studied in the context of neurological disorders or muscular dystrophies. Across the different gene sets, gene pathway enrichment analysis revealed disease-relevant impaired signaling in, among others, insulin-, metabolism-, and immune-related pathways. Furthermore, evidence for shared dysregulations with another neuromuscular disease, Duchenne muscular dystrophy, was found, suggesting a partial overlap in blood-based gene dysregulation. CONCLUSIONS: DM1-relevant disease signatures can be identified on a molecular level in peripheral blood, opening new avenues for drug discovery and therapy efficacy assessments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02591-y. |
format | Online Article Text |
id | pubmed-9646470 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-96464702022-11-14 Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood van Cruchten, Remco T. P. van As, Daniël Glennon, Jeffrey C. van Engelen, Baziel G. M. ‘t Hoen, Peter A. C. BMC Med Research Article BACKGROUND: Myotonic dystrophy type 1 (DM1) is an incurable multisystem disease caused by a CTG-repeat expansion in the DM1 protein kinase (DMPK) gene. The OPTIMISTIC clinical trial demonstrated positive and heterogenous effects of cognitive behavioral therapy (CBT) on the capacity for activity and social participations in DM1 patients. Through a process of reverse engineering, this study aims to identify druggable molecular biomarkers associated with the clinical improvement in the OPTIMISTIC cohort. METHODS: Based on full blood samples collected during OPTIMISTIC, we performed paired mRNA sequencing for 27 patients before and after the CBT intervention. Linear mixed effect models were used to identify biomarkers associated with the disease-causing CTG expansion and the mean clinical improvement across all clinical outcome measures. RESULTS: We identified 608 genes for which their expression was significantly associated with the CTG-repeat expansion, as well as 1176 genes significantly associated with the average clinical response towards the intervention. Remarkably, all 97 genes associated with both returned to more normal levels in patients who benefited the most from CBT. This main finding has been replicated based on an external dataset of mRNA data of DM1 patients and controls, singling these genes out as candidate biomarkers for therapy response. Among these candidate genes were DNAJB12, HDAC5, and TRIM8, each belonging to a protein family that is being studied in the context of neurological disorders or muscular dystrophies. Across the different gene sets, gene pathway enrichment analysis revealed disease-relevant impaired signaling in, among others, insulin-, metabolism-, and immune-related pathways. Furthermore, evidence for shared dysregulations with another neuromuscular disease, Duchenne muscular dystrophy, was found, suggesting a partial overlap in blood-based gene dysregulation. CONCLUSIONS: DM1-relevant disease signatures can be identified on a molecular level in peripheral blood, opening new avenues for drug discovery and therapy efficacy assessments. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-022-02591-y. BioMed Central 2022-11-10 /pmc/articles/PMC9646470/ /pubmed/36352383 http://dx.doi.org/10.1186/s12916-022-02591-y Text en © The Author(s) 2022 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 van Cruchten, Remco T. P. van As, Daniël Glennon, Jeffrey C. van Engelen, Baziel G. M. ‘t Hoen, Peter A. C. Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood |
title | Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood |
title_full | Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood |
title_fullStr | Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood |
title_full_unstemmed | Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood |
title_short | Clinical improvement of DM1 patients reflected by reversal of disease-induced gene expression in blood |
title_sort | clinical improvement of dm1 patients reflected by reversal of disease-induced gene expression in blood |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646470/ https://www.ncbi.nlm.nih.gov/pubmed/36352383 http://dx.doi.org/10.1186/s12916-022-02591-y |
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