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Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials
While the genetics of MS risk susceptibility are well-described, and recent progress has been made on the genetics of disease severity, the genetics of disease progression remain elusive. We therefore investigated the genetic determinants of MS progression on longitudinal brain MRI: change in brain...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471679/ https://www.ncbi.nlm.nih.gov/pubmed/37652990 http://dx.doi.org/10.1038/s41598-023-41099-0 |
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author | Loomis, Stephanie J. Sadhu, Nilanjana Fisher, Elizabeth Gafson, Arie R. Huang, Yunfeng Yang, Chengran Hughes, Emily E. Marshall, Eric Herman, Ann John, Sally Runz, Heiko Jia, Xiaoming Bhangale, Tushar Bronson, Paola G. |
author_facet | Loomis, Stephanie J. Sadhu, Nilanjana Fisher, Elizabeth Gafson, Arie R. Huang, Yunfeng Yang, Chengran Hughes, Emily E. Marshall, Eric Herman, Ann John, Sally Runz, Heiko Jia, Xiaoming Bhangale, Tushar Bronson, Paola G. |
author_sort | Loomis, Stephanie J. |
collection | PubMed |
description | While the genetics of MS risk susceptibility are well-described, and recent progress has been made on the genetics of disease severity, the genetics of disease progression remain elusive. We therefore investigated the genetic determinants of MS progression on longitudinal brain MRI: change in brain volume (BV) and change in T2 lesion volume (T2LV), reflecting progressive tissue loss and increasing disease burden, respectively. We performed genome-wide association studies of change in BV (N = 3401) and change in T2LV (N = 3513) across six randomized clinical trials from Biogen and Roche/Genentech: ADVANCE, ASCEND, DECIDE, OPERA I & II, and ORATORIO. Analyses were adjusted for randomized treatment arm, age, sex, and ancestry. Results were pooled in a meta-analysis, and were evaluated for enrichment of MS risk variants. Variant colocalization and cell-specific expression analyses were performed using published cohorts. The strongest peaks were in PTPRD (rs77321193-C/A, p = 3.9 × 10(–7)) for BV change, and NEDD4L (rs11398377-GC/G, p = 9.3 × 10(–8)) for T2LV change. Evidence of colocalization was observed for NEDD4L, and both genes showed increased expression in neuronal and/or glial populations. No association between MS risk variants and MRI outcomes was observed. In this unique, precompetitive industry partnership, we report putative regions of interest in the neurodevelopmental gene PTPRD, and the ubiquitin ligase gene NEDD4L. These findings are distinct from known MS risk genetics, indicating an added role for genetic progression analyses and informing drug discovery. |
format | Online Article Text |
id | pubmed-10471679 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104716792023-09-02 Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials Loomis, Stephanie J. Sadhu, Nilanjana Fisher, Elizabeth Gafson, Arie R. Huang, Yunfeng Yang, Chengran Hughes, Emily E. Marshall, Eric Herman, Ann John, Sally Runz, Heiko Jia, Xiaoming Bhangale, Tushar Bronson, Paola G. Sci Rep Article While the genetics of MS risk susceptibility are well-described, and recent progress has been made on the genetics of disease severity, the genetics of disease progression remain elusive. We therefore investigated the genetic determinants of MS progression on longitudinal brain MRI: change in brain volume (BV) and change in T2 lesion volume (T2LV), reflecting progressive tissue loss and increasing disease burden, respectively. We performed genome-wide association studies of change in BV (N = 3401) and change in T2LV (N = 3513) across six randomized clinical trials from Biogen and Roche/Genentech: ADVANCE, ASCEND, DECIDE, OPERA I & II, and ORATORIO. Analyses were adjusted for randomized treatment arm, age, sex, and ancestry. Results were pooled in a meta-analysis, and were evaluated for enrichment of MS risk variants. Variant colocalization and cell-specific expression analyses were performed using published cohorts. The strongest peaks were in PTPRD (rs77321193-C/A, p = 3.9 × 10(–7)) for BV change, and NEDD4L (rs11398377-GC/G, p = 9.3 × 10(–8)) for T2LV change. Evidence of colocalization was observed for NEDD4L, and both genes showed increased expression in neuronal and/or glial populations. No association between MS risk variants and MRI outcomes was observed. In this unique, precompetitive industry partnership, we report putative regions of interest in the neurodevelopmental gene PTPRD, and the ubiquitin ligase gene NEDD4L. These findings are distinct from known MS risk genetics, indicating an added role for genetic progression analyses and informing drug discovery. Nature Publishing Group UK 2023-08-31 /pmc/articles/PMC10471679/ /pubmed/37652990 http://dx.doi.org/10.1038/s41598-023-41099-0 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Loomis, Stephanie J. Sadhu, Nilanjana Fisher, Elizabeth Gafson, Arie R. Huang, Yunfeng Yang, Chengran Hughes, Emily E. Marshall, Eric Herman, Ann John, Sally Runz, Heiko Jia, Xiaoming Bhangale, Tushar Bronson, Paola G. Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials |
title | Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials |
title_full | Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials |
title_fullStr | Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials |
title_full_unstemmed | Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials |
title_short | Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials |
title_sort | genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10471679/ https://www.ncbi.nlm.nih.gov/pubmed/37652990 http://dx.doi.org/10.1038/s41598-023-41099-0 |
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